id	sid	tid	token	lemma	pos
fis-5120	1	1	microsoft	microsoft	PROPN
fis-5120	1	2	word	word	PROPN
fis-5120	1	3	numero_71_art_12_5120.docx	numero_71_art_12_5120.docx	VERB
fis-5120	1	4	a.	a.	PROPN
fis-5120	1	5	anjum	anjum	PROPN
fis-5120	1	6	et	et	PROPN
fis-5120	1	7	alii	alii	PROPN
fis-5120	1	8	,	,	PUNCT
fis-5120	1	9	fracture	fracture	ADJ
fis-5120	1	10	and	and	CCONJ
fis-5120	1	11	structural	structural	ADJ
fis-5120	1	12	integrity	integrity	NOUN
fis-5120	1	13	,	,	PUNCT
fis-5120	1	14	71	71	NUM
fis-5120	1	15	(	(	PUNCT
fis-5120	1	16	2025	2025	NUM
fis-5120	1	17	)	)	PUNCT
fis-5120	1	18	164	164	NUM
fis-5120	1	19	-	-	SYM
fis-5120	1	20	181	181	NUM
fis-5120	1	21	;	;	PUNCT
fis-5120	1	22	doi	doi	NOUN
fis-5120	1	23	:	:	PUNCT
fis-5120	1	24	10.3221	10.3221	NUM
fis-5120	1	25	/	/	SYM
fis-5120	1	26	igf	igf	PROPN
fis-5120	1	27	-	-	PUNCT
fis-5120	1	28	esis.71.12	esis.71.12	PROPN
fis-5120	1	29	164	164	NUM
fis-5120	1	30	integrating	integrating	NOUN
fis-5120	1	31	ai	ai	VERB
fis-5120	1	32	and	and	CCONJ
fis-5120	1	33	statistical	statistical	ADJ
fis-5120	1	34	methods	method	NOUN
fis-5120	1	35	for	for	ADP
fis-5120	1	36	enhancing	enhance	VERB
fis-5120	1	37	civil	civil	ADJ
fis-5120	1	38	structures	structure	NOUN
fis-5120	1	39	:	:	PUNCT
fis-5120	1	40	current	current	ADJ
fis-5120	1	41	trends	trend	NOUN
fis-5120	1	42	,	,	PUNCT
fis-5120	1	43	practical	practical	ADJ
fis-5120	1	44	issues	issue	NOUN
fis-5120	1	45	and	and	CCONJ
fis-5120	1	46	future	future	ADJ
fis-5120	1	47	direction	direction	NOUN
fis-5120	1	48	asraar	asraar	NOUN
fis-5120	1	49	anjum	anjum	PROPN
fis-5120	1	50	,	,	PUNCT
fis-5120	1	51	meftah	meftah	PROPN
fis-5120	1	52	hrairi	hrairi	PROPN
fis-5120	1	53	*	*	PROPN
fis-5120	1	54	department	department	PROPN
fis-5120	1	55	of	of	ADP
fis-5120	1	56	mechanical	mechanical	ADJ
fis-5120	1	57	and	and	CCONJ
fis-5120	1	58	aerospace	aerospace	NOUN
fis-5120	1	59	engineering	engineering	NOUN
fis-5120	1	60	,	,	PUNCT
fis-5120	1	61	faculty	faculty	NOUN
fis-5120	1	62	of	of	ADP
fis-5120	1	63	engineering	engineering	NOUN
fis-5120	1	64	,	,	PUNCT
fis-5120	1	65	international	international	PROPN
fis-5120	1	66	islamic	islamic	PROPN
fis-5120	1	67	university	university	PROPN
fis-5120	1	68	malaysia	malaysia	PROPN
fis-5120	1	69	,	,	PUNCT
fis-5120	1	70	p.o	p.o	PROPN
fis-5120	1	71	.	.	PROPN
fis-5120	1	72	box	box	PROPN
fis-5120	1	73	10	10	NUM
fis-5120	1	74	,	,	PUNCT
fis-5120	1	75	50728	50728	NUM
fis-5120	1	76	,	,	PUNCT
fis-5120	1	77	kuala	kuala	PROPN
fis-5120	1	78	lumpur	lumpur	PROPN
fis-5120	1	79	,	,	PUNCT
fis-5120	1	80	malaysia	malaysia	PROPN
fis-5120	1	81	asraar.anjum@live.iium.edu.my	asraar.anjum@live.iium.edu.my	PROPN
fis-5120	1	82	and	and	CCONJ
fis-5120	1	83	meftah@iium.edu.my	meftah@iium.edu.my	PROPN
fis-5120	1	84	abdul	abdul	PROPN
fis-5120	1	85	aabid	aabid	PROPN
fis-5120	1	86	department	department	PROPN
fis-5120	1	87	of	of	ADP
fis-5120	1	88	engineering	engineering	NOUN
fis-5120	1	89	management	management	NOUN
fis-5120	1	90	,	,	PUNCT
fis-5120	1	91	college	college	NOUN
fis-5120	1	92	of	of	ADP
fis-5120	1	93	engineering	engineering	NOUN
fis-5120	1	94	,	,	PUNCT
fis-5120	1	95	prince	prince	PROPN
fis-5120	1	96	sultan	sultan	PROPN
fis-5120	1	97	university	university	PROPN
fis-5120	1	98	,	,	PUNCT
fis-5120	1	99	po	po	PROPN
fis-5120	1	100	box	box	PROPN
fis-5120	1	101	66833	66833	NUM
fis-5120	1	102	,	,	PUNCT
fis-5120	1	103	riyadh	riyadh	PROPN
fis-5120	1	104	11586	11586	NUM
fis-5120	1	105	,	,	PUNCT
fis-5120	1	106	saudi	saudi	PROPN
fis-5120	1	107	arabia	arabia	PROPN
fis-5120	1	108	aaabid@psu.edu.sa	aaabid@psu.edu.sa	PROPN
fis-5120	1	109	,	,	PUNCT
fis-5120	1	110	http://orcid.org/0000-0002-4355-9803	http://orcid.org/0000-0002-4355-9803	PROPN
fis-5120	1	111	norfazrina	norfazrina	PROPN
fis-5120	1	112	yatim	yatim	PROPN
fis-5120	1	113	department	department	PROPN
fis-5120	1	114	of	of	ADP
fis-5120	1	115	mechanical	mechanical	ADJ
fis-5120	1	116	and	and	CCONJ
fis-5120	1	117	aerospace	aerospace	NOUN
fis-5120	1	118	engineering	engineering	NOUN
fis-5120	1	119	,	,	PUNCT
fis-5120	1	120	faculty	faculty	NOUN
fis-5120	1	121	of	of	ADP
fis-5120	1	122	engineering	engineering	NOUN
fis-5120	1	123	,	,	PUNCT
fis-5120	1	124	international	international	PROPN
fis-5120	1	125	islamic	islamic	PROPN
fis-5120	1	126	university	university	PROPN
fis-5120	1	127	malaysia	malaysia	PROPN
fis-5120	1	128	,	,	PUNCT
fis-5120	1	129	p.o	p.o	PROPN
fis-5120	1	130	.	.	PROPN
fis-5120	1	131	box	box	PROPN
fis-5120	1	132	10	10	NUM
fis-5120	1	133	,	,	PUNCT
fis-5120	1	134	50728	50728	NUM
fis-5120	1	135	,	,	PUNCT
fis-5120	1	136	kuala	kuala	PROPN
fis-5120	1	137	lumpur	lumpur	PROPN
fis-5120	1	138	,	,	PUNCT
fis-5120	1	139	malaysia	malaysia	PROPN
fis-5120	1	140	noorfazrina@iium.edu.my	noorfazrina@iium.edu.my	PROPN
fis-5120	1	141	maisarah	maisarah	PROPN
fis-5120	1	142	ali	ali	PROPN
fis-5120	1	143	department	department	PROPN
fis-5120	1	144	of	of	ADP
fis-5120	1	145	civil	civil	ADJ
fis-5120	1	146	engineering	engineering	NOUN
fis-5120	1	147	,	,	PUNCT
fis-5120	1	148	faculty	faculty	NOUN
fis-5120	1	149	of	of	ADP
fis-5120	1	150	engineering	engineering	NOUN
fis-5120	1	151	,	,	PUNCT
fis-5120	1	152	international	international	PROPN
fis-5120	1	153	islamic	islamic	PROPN
fis-5120	1	154	university	university	PROPN
fis-5120	1	155	malaysia	malaysia	PROPN
fis-5120	1	156	,	,	PUNCT
fis-5120	1	157	p.o	p.o	PROPN
fis-5120	1	158	.	.	PROPN
fis-5120	1	159	box	box	PROPN
fis-5120	1	160	10	10	NUM
fis-5120	1	161	,	,	PUNCT
fis-5120	1	162	50728	50728	NUM
fis-5120	1	163	,	,	PUNCT
fis-5120	1	164	kuala	kuala	PROPN
fis-5120	1	165	lumpur	lumpur	PROPN
fis-5120	1	166	,	,	PUNCT
fis-5120	1	167	malaysia	malaysia	PROPN
fis-5120	1	168	maisarahali@iium.edu.my	maisarahali@iium.edu.my	NOUN
fis-5120	1	169	keywords	keyword	NOUN
fis-5120	1	170	.	.	PUNCT
fis-5120	2	1	optimization	optimization	NOUN
fis-5120	2	2	techniques	technique	NOUN
fis-5120	2	3	,	,	PUNCT
fis-5120	2	4	artificial	artificial	ADJ
fis-5120	2	5	intelligence	intelligence	NOUN
fis-5120	2	6	(	(	PUNCT
fis-5120	2	7	ai	ai	NOUN
fis-5120	2	8	)	)	PUNCT
fis-5120	2	9	,	,	PUNCT
fis-5120	2	10	civil	civil	ADJ
fis-5120	2	11	structures	structure	NOUN
fis-5120	2	12	,	,	PUNCT
fis-5120	2	13	fuzzy	fuzzy	ADJ
fis-5120	2	14	logic	logic	NOUN
fis-5120	2	15	,	,	PUNCT
fis-5120	2	16	design	design	NOUN
fis-5120	2	17	of	of	ADP
fis-5120	2	18	experiments	experiment	NOUN
fis-5120	2	19	(	(	PUNCT
fis-5120	2	20	doe	doe	NOUN
fis-5120	2	21	)	)	PUNCT
fis-5120	2	22	.	.	PUNCT
fis-5120	3	1	citation	citation	NOUN
fis-5120	3	2	:	:	PUNCT
fis-5120	3	3	anjium	anjium	NOUN
fis-5120	3	4	,	,	PUNCT
fis-5120	3	5	a.	a.	NOUN
fis-5120	3	6	,	,	PUNCT
fis-5120	3	7	hrairi	hrairi	NOUN
fis-5120	3	8	,	,	PUNCT
fis-5120	3	9	m.	m.	NOUN
fis-5120	3	10	,	,	PUNCT
fis-5120	3	11	aabid	aabid	NOUN
fis-5120	3	12	,	,	PUNCT
fis-5120	3	13	a.	a.	NOUN
fis-5120	3	14	,	,	PUNCT
fis-5120	3	15	yatim	yatim	PROPN
fis-5120	3	16	,	,	PUNCT
fis-5120	3	17	n.	n.	PROPN
fis-5120	3	18	,	,	PUNCT
fis-5120	3	19	ali	ali	PROPN
fis-5120	3	20	,	,	PUNCT
fis-5120	3	21	m.	m.	NOUN
fis-5120	3	22	,	,	PUNCT
fis-5120	3	23	integrating	integrate	VERB
fis-5120	3	24	ai	ai	INTJ
fis-5120	3	25	and	and	CCONJ
fis-5120	3	26	statistical	statistical	ADJ
fis-5120	3	27	methods	method	NOUN
fis-5120	3	28	for	for	ADP
fis-5120	3	29	enhancing	enhance	VERB
fis-5120	3	30	civil	civil	ADJ
fis-5120	3	31	structures	structure	NOUN
fis-5120	3	32	:	:	PUNCT
fis-5120	3	33	current	current	ADJ
fis-5120	3	34	trends	trend	NOUN
fis-5120	3	35	,	,	PUNCT
fis-5120	3	36	practical	practical	ADJ
fis-5120	3	37	issues	issue	NOUN
fis-5120	3	38	,	,	PUNCT
fis-5120	3	39	and	and	CCONJ
fis-5120	3	40	future	future	ADJ
fis-5120	3	41	direction	direction	NOUN
fis-5120	3	42	,	,	PUNCT
fis-5120	3	43	fracture	fracture	NOUN
fis-5120	3	44	and	and	CCONJ
fis-5120	3	45	structural	structural	ADJ
fis-5120	3	46	integrity	integrity	NOUN
fis-5120	3	47	,	,	PUNCT
fis-5120	3	48	71	71	NUM
fis-5120	3	49	(	(	PUNCT
fis-5120	3	50	2025	2025	NUM
fis-5120	3	51	)	)	PUNCT
fis-5120	3	52	164	164	NUM
fis-5120	3	53	-	-	SYM
fis-5120	3	54	181	181	NUM
fis-5120	3	55	.	.	PUNCT
fis-5120	3	56	received	receive	VERB
fis-5120	3	57	:	:	PUNCT
fis-5120	3	58	06.08.2024	06.08.2024	NUM
fis-5120	3	59	accepted	accept	VERB
fis-5120	3	60	:	:	PUNCT
fis-5120	3	61	25.10.2024	25.10.2024	NUM
fis-5120	3	62	published	publish	VERB
fis-5120	3	63	:	:	PUNCT
fis-5120	3	64	27.10.2024	27.10.2024	NUM
fis-5120	3	65	issue	issue	NOUN
fis-5120	3	66	:	:	PUNCT
fis-5120	3	67	01.2025	01.2025	NUM
fis-5120	3	68	copyright	copyright	NOUN
fis-5120	3	69	:	:	PUNCT
fis-5120	4	1	©	©	PROPN
fis-5120	4	2	2024	2024	NUM
fis-5120	4	3	this	this	PRON
fis-5120	4	4	is	be	AUX
fis-5120	4	5	an	an	DET
fis-5120	4	6	open	open	ADJ
fis-5120	4	7	access	access	NOUN
fis-5120	4	8	article	article	NOUN
fis-5120	4	9	under	under	ADP
fis-5120	4	10	the	the	DET
fis-5120	4	11	terms	term	NOUN
fis-5120	4	12	of	of	ADP
fis-5120	4	13	the	the	DET
fis-5120	4	14	cc	cc	NOUN
fis-5120	4	15	-	-	PUNCT
fis-5120	4	16	by	by	ADP
fis-5120	4	17	4.0	4.0	NUM
fis-5120	4	18	,	,	PUNCT
fis-5120	4	19	which	which	PRON
fis-5120	4	20	permits	permit	VERB
fis-5120	4	21	unrestricted	unrestricted	ADJ
fis-5120	4	22	use	use	NOUN
fis-5120	4	23	,	,	PUNCT
fis-5120	4	24	distribution	distribution	NOUN
fis-5120	4	25	,	,	PUNCT
fis-5120	4	26	and	and	CCONJ
fis-5120	4	27	reproduction	reproduction	NOUN
fis-5120	4	28	in	in	ADP
fis-5120	4	29	any	any	DET
fis-5120	4	30	medium	medium	NOUN
fis-5120	4	31	,	,	PUNCT
fis-5120	4	32	provided	provide	VERB
fis-5120	4	33	the	the	DET
fis-5120	4	34	original	original	ADJ
fis-5120	4	35	author	author	NOUN
fis-5120	4	36	and	and	CCONJ
fis-5120	4	37	source	source	NOUN
fis-5120	4	38	are	be	AUX
fis-5120	4	39	credited	credit	VERB
fis-5120	4	40	.	.	PUNCT
fis-5120	5	1	https://youtu.be/nyuju4vk79q	https://youtu.be/nyuju4vk79q	PROPN
fis-5120	5	2	a.	a.	PROPN
fis-5120	5	3	anjum	anjum	PROPN
fis-5120	5	4	et	et	PROPN
fis-5120	5	5	alii	alii	PROPN
fis-5120	5	6	,	,	PUNCT
fis-5120	5	7	fracture	fracture	ADJ
fis-5120	5	8	and	and	CCONJ
fis-5120	5	9	structural	structural	ADJ
fis-5120	5	10	integrity	integrity	NOUN
fis-5120	5	11	,	,	PUNCT
fis-5120	5	12	71	71	NUM
fis-5120	5	13	(	(	PUNCT
fis-5120	5	14	2025	2025	NUM
fis-5120	5	15	)	)	PUNCT
fis-5120	5	16	164	164	NUM
fis-5120	5	17	-	-	SYM
fis-5120	5	18	181	181	NUM
fis-5120	5	19	;	;	PUNCT
fis-5120	5	20	doi	doi	NOUN
fis-5120	5	21	:	:	PUNCT
fis-5120	5	22	10.3221	10.3221	NUM
fis-5120	5	23	/	/	SYM
fis-5120	5	24	igf	igf	PROPN
fis-5120	5	25	-	-	PUNCT
fis-5120	5	26	esis.71.12	esis.71.12	PROPN
fis-5120	5	27	165	165	NUM
fis-5120	5	28	introduction	introduction	NOUN
fis-5120	5	29	he	he	PRON
fis-5120	5	30	field	field	NOUN
fis-5120	5	31	of	of	ADP
fis-5120	5	32	civil	civil	ADJ
fis-5120	5	33	engineering	engineering	NOUN
fis-5120	5	34	is	be	AUX
fis-5120	5	35	currently	currently	ADV
fis-5120	5	36	experiencing	experience	VERB
fis-5120	5	37	a	a	DET
fis-5120	5	38	significant	significant	ADJ
fis-5120	5	39	transformation	transformation	NOUN
fis-5120	5	40	with	with	ADP
fis-5120	5	41	the	the	DET
fis-5120	5	42	integration	integration	NOUN
fis-5120	5	43	of	of	ADP
fis-5120	5	44	advanced	advanced	ADJ
fis-5120	5	45	computational	computational	ADJ
fis-5120	5	46	techniques	technique	NOUN
fis-5120	5	47	,	,	PUNCT
fis-5120	5	48	particularly	particularly	ADV
fis-5120	5	49	artificial	artificial	ADJ
fis-5120	5	50	intelligence	intelligence	NOUN
fis-5120	5	51	(	(	PUNCT
fis-5120	5	52	ai	ai	NOUN
fis-5120	5	53	)	)	PUNCT
fis-5120	5	54	and	and	CCONJ
fis-5120	5	55	statistical	statistical	ADJ
fis-5120	5	56	optimization	optimization	NOUN
fis-5120	5	57	methods	method	NOUN
fis-5120	5	58	.	.	PUNCT
fis-5120	6	1	the	the	DET
fis-5120	6	2	need	need	NOUN
fis-5120	6	3	for	for	ADP
fis-5120	6	4	civil	civil	ADJ
fis-5120	6	5	structure	structure	NOUN
fis-5120	6	6	that	that	PRON
fis-5120	6	7	is	be	AUX
fis-5120	6	8	not	not	PART
fis-5120	6	9	only	only	ADV
fis-5120	6	10	resilient	resilient	ADJ
fis-5120	6	11	and	and	CCONJ
fis-5120	6	12	cost	cost	NOUN
fis-5120	6	13	-	-	PUNCT
fis-5120	6	14	effective	effective	ADJ
fis-5120	6	15	but	but	CCONJ
fis-5120	6	16	also	also	ADV
fis-5120	6	17	environmentally	environmentally	ADV
fis-5120	6	18	sustainable	sustainable	ADJ
fis-5120	6	19	has	have	AUX
fis-5120	6	20	become	become	VERB
fis-5120	6	21	more	more	ADV
fis-5120	6	22	pressing	pressing	ADJ
fis-5120	6	23	as	as	ADP
fis-5120	6	24	global	global	ADJ
fis-5120	6	25	challenges	challenge	NOUN
fis-5120	6	26	such	such	ADJ
fis-5120	6	27	as	as	ADP
fis-5120	6	28	urbanization	urbanization	NOUN
fis-5120	6	29	,	,	PUNCT
fis-5120	6	30	climate	climate	NOUN
fis-5120	6	31	change	change	NOUN
fis-5120	6	32	,	,	PUNCT
fis-5120	6	33	and	and	CCONJ
fis-5120	6	34	resource	resource	NOUN
fis-5120	6	35	scarcity	scarcity	NOUN
fis-5120	6	36	intensify	intensify	VERB
fis-5120	6	37	.	.	PUNCT
fis-5120	7	1	to	to	PART
fis-5120	7	2	meet	meet	VERB
fis-5120	7	3	these	these	DET
fis-5120	7	4	demands	demand	NOUN
fis-5120	7	5	,	,	PUNCT
fis-5120	7	6	researchers	researcher	NOUN
fis-5120	7	7	are	be	AUX
fis-5120	7	8	increasingly	increasingly	ADV
fis-5120	7	9	turning	turn	VERB
fis-5120	7	10	to	to	ADP
fis-5120	7	11	ai	ai	VERB
fis-5120	7	12	-	-	PUNCT
fis-5120	7	13	driven	drive	VERB
fis-5120	7	14	methods	method	NOUN
fis-5120	7	15	like	like	ADP
fis-5120	7	16	fuzzy	fuzzy	ADJ
fis-5120	7	17	logic	logic	NOUN
fis-5120	7	18	(	(	PUNCT
fis-5120	7	19	fl	fl	NOUN
fis-5120	7	20	)	)	PUNCT
fis-5120	7	21	,	,	PUNCT
fis-5120	7	22	design	design	NOUN
fis-5120	7	23	of	of	ADP
fis-5120	7	24	experiments	experiment	NOUN
fis-5120	7	25	(	(	PUNCT
fis-5120	7	26	doe	doe	NOUN
fis-5120	7	27	)	)	PUNCT
fis-5120	7	28	,	,	PUNCT
fis-5120	7	29	and	and	CCONJ
fis-5120	7	30	artificial	artificial	ADJ
fis-5120	7	31	neural	neural	ADJ
fis-5120	7	32	networks	network	NOUN
fis-5120	7	33	(	(	PUNCT
fis-5120	7	34	anns	anns	PROPN
fis-5120	7	35	)	)	PUNCT
fis-5120	7	36	.	.	PUNCT
fis-5120	8	1	these	these	DET
fis-5120	8	2	sophisticated	sophisticated	ADJ
fis-5120	8	3	techniques	technique	NOUN
fis-5120	8	4	are	be	AUX
fis-5120	8	5	at	at	ADP
fis-5120	8	6	the	the	DET
fis-5120	8	7	forefront	forefront	NOUN
fis-5120	8	8	of	of	ADP
fis-5120	8	9	innovation	innovation	NOUN
fis-5120	8	10	,	,	PUNCT
fis-5120	8	11	offering	offer	VERB
fis-5120	8	12	new	new	ADJ
fis-5120	8	13	ways	way	NOUN
fis-5120	8	14	to	to	PART
fis-5120	8	15	enhance	enhance	VERB
fis-5120	8	16	the	the	DET
fis-5120	8	17	design	design	NOUN
fis-5120	8	18	,	,	PUNCT
fis-5120	8	19	construction	construction	NOUN
fis-5120	8	20	,	,	PUNCT
fis-5120	8	21	and	and	CCONJ
fis-5120	8	22	maintenance	maintenance	NOUN
fis-5120	8	23	of	of	ADP
fis-5120	8	24	civil	civil	ADJ
fis-5120	8	25	structures	structure	NOUN
fis-5120	8	26	.	.	PUNCT
fis-5120	9	1	they	they	PRON
fis-5120	9	2	address	address	VERB
fis-5120	9	3	the	the	DET
fis-5120	9	4	growing	grow	VERB
fis-5120	9	5	complexity	complexity	NOUN
fis-5120	9	6	of	of	ADP
fis-5120	9	7	engineering	engineering	NOUN
fis-5120	9	8	projects	project	NOUN
fis-5120	9	9	by	by	ADP
fis-5120	9	10	improving	improve	VERB
fis-5120	9	11	structural	structural	ADJ
fis-5120	9	12	reliability	reliability	NOUN
fis-5120	9	13	,	,	PUNCT
fis-5120	9	14	predicting	predict	VERB
fis-5120	9	15	potential	potential	ADJ
fis-5120	9	16	failures	failure	NOUN
fis-5120	9	17	,	,	PUNCT
fis-5120	9	18	and	and	CCONJ
fis-5120	9	19	optimizing	optimize	VERB
fis-5120	9	20	resource	resource	NOUN
fis-5120	9	21	usage	usage	NOUN
fis-5120	9	22	—	—	PUNCT
fis-5120	9	23	all	all	PRON
fis-5120	9	24	of	of	ADP
fis-5120	9	25	which	which	PRON
fis-5120	9	26	contribute	contribute	VERB
fis-5120	9	27	to	to	ADP
fis-5120	9	28	safer	safe	ADJ
fis-5120	9	29	and	and	CCONJ
fis-5120	9	30	more	more	ADV
fis-5120	9	31	efficient	efficient	ADJ
fis-5120	9	32	civil	civil	ADJ
fis-5120	9	33	structure	structure	NOUN
fis-5120	9	34	development	development	NOUN
fis-5120	9	35	.	.	PUNCT
fis-5120	10	1	recent	recent	ADJ
fis-5120	10	2	studies	study	NOUN
fis-5120	10	3	underscore	underscore	VERB
fis-5120	10	4	the	the	DET
fis-5120	10	5	effectiveness	effectiveness	NOUN
fis-5120	10	6	of	of	ADP
fis-5120	10	7	these	these	DET
fis-5120	10	8	ai	ai	ADJ
fis-5120	10	9	-	-	PUNCT
fis-5120	10	10	driven	drive	VERB
fis-5120	10	11	techniques	technique	NOUN
fis-5120	10	12	.	.	PUNCT
fis-5120	11	1	for	for	ADP
fis-5120	11	2	example	example	NOUN
fis-5120	11	3	,	,	PUNCT
fis-5120	11	4	the	the	DET
fis-5120	11	5	application	application	NOUN
fis-5120	11	6	of	of	ADP
fis-5120	11	7	anns	anns	NOUN
fis-5120	11	8	in	in	ADP
fis-5120	11	9	predicting	predict	VERB
fis-5120	11	10	the	the	DET
fis-5120	11	11	compressive	compressive	ADJ
fis-5120	11	12	strength	strength	NOUN
fis-5120	11	13	of	of	ADP
fis-5120	11	14	concrete	concrete	NOUN
fis-5120	11	15	has	have	AUX
fis-5120	11	16	been	be	AUX
fis-5120	11	17	shown	show	VERB
fis-5120	11	18	to	to	PART
fis-5120	11	19	significantly	significantly	ADV
fis-5120	11	20	improve	improve	VERB
fis-5120	11	21	prediction	prediction	NOUN
fis-5120	11	22	accuracy	accuracy	NOUN
fis-5120	11	23	,	,	PUNCT
fis-5120	11	24	achieving	achieve	VERB
fis-5120	11	25	an	an	DET
fis-5120	11	26	r²	r²	NOUN
fis-5120	11	27	value	value	NOUN
fis-5120	11	28	of	of	ADP
fis-5120	11	29	0.96	0.96	NUM
fis-5120	11	30	,	,	PUNCT
fis-5120	11	31	compared	compare	VERB
fis-5120	11	32	to	to	ADP
fis-5120	11	33	traditional	traditional	ADJ
fis-5120	11	34	methods	method	NOUN
fis-5120	11	35	[	[	X
fis-5120	11	36	1	1	NUM
fis-5120	11	37	]	]	PUNCT
fis-5120	11	38	.	.	PUNCT
fis-5120	12	1	additionally	additionally	ADV
fis-5120	12	2	,	,	PUNCT
fis-5120	12	3	the	the	DET
fis-5120	12	4	use	use	NOUN
fis-5120	12	5	of	of	ADP
fis-5120	12	6	doe	doe	NOUN
fis-5120	12	7	in	in	ADP
fis-5120	12	8	seismic	seismic	ADJ
fis-5120	12	9	design	design	NOUN
fis-5120	12	10	optimization	optimization	NOUN
fis-5120	12	11	has	have	AUX
fis-5120	12	12	reduced	reduce	VERB
fis-5120	12	13	the	the	DET
fis-5120	12	14	time	time	NOUN
fis-5120	12	15	required	require	VERB
fis-5120	12	16	for	for	ADP
fis-5120	12	17	experimentation	experimentation	NOUN
fis-5120	12	18	and	and	CCONJ
fis-5120	12	19	has	have	AUX
fis-5120	12	20	led	lead	VERB
fis-5120	12	21	to	to	ADP
fis-5120	12	22	more	more	ADV
fis-5120	12	23	reliable	reliable	ADJ
fis-5120	12	24	earthquake	earthquake	NOUN
fis-5120	12	25	-	-	PUNCT
fis-5120	12	26	resistant	resistant	ADJ
fis-5120	12	27	structures	structure	NOUN
fis-5120	12	28	[	[	X
fis-5120	12	29	2	2	NUM
fis-5120	12	30	]	]	PUNCT
fis-5120	12	31	.	.	PUNCT
fis-5120	13	1	such	such	ADJ
fis-5120	13	2	advancements	advancement	NOUN
fis-5120	13	3	highlight	highlight	VERB
fis-5120	13	4	the	the	DET
fis-5120	13	5	transformative	transformative	ADJ
fis-5120	13	6	role	role	NOUN
fis-5120	13	7	ai	ai	VERB
fis-5120	13	8	is	be	AUX
fis-5120	13	9	playing	play	VERB
fis-5120	13	10	in	in	ADP
fis-5120	13	11	civil	civil	ADJ
fis-5120	13	12	engineering	engineering	NOUN
fis-5120	13	13	,	,	PUNCT
fis-5120	13	14	not	not	PART
fis-5120	13	15	only	only	ADV
fis-5120	13	16	in	in	ADP
fis-5120	13	17	terms	term	NOUN
fis-5120	13	18	of	of	ADP
fis-5120	13	19	optimizing	optimize	VERB
fis-5120	13	20	processes	process	NOUN
fis-5120	13	21	but	but	CCONJ
fis-5120	13	22	also	also	ADV
fis-5120	13	23	in	in	ADP
fis-5120	13	24	addressing	address	VERB
fis-5120	13	25	the	the	DET
fis-5120	13	26	multifaceted	multifaceted	ADJ
fis-5120	13	27	challenges	challenge	NOUN
fis-5120	13	28	faced	face	VERB
fis-5120	13	29	by	by	ADP
fis-5120	13	30	engineers	engineer	NOUN
fis-5120	13	31	in	in	ADP
fis-5120	13	32	the	the	DET
fis-5120	13	33	modern	modern	ADJ
fis-5120	13	34	world	world	NOUN
fis-5120	13	35	.	.	PUNCT
fis-5120	14	1	despite	despite	SCONJ
fis-5120	14	2	these	these	DET
fis-5120	14	3	advances	advance	NOUN
fis-5120	14	4	,	,	PUNCT
fis-5120	14	5	the	the	DET
fis-5120	14	6	adoption	adoption	NOUN
fis-5120	14	7	of	of	ADP
fis-5120	14	8	ai	ai	NOUN
fis-5120	14	9	and	and	CCONJ
fis-5120	14	10	optimization	optimization	NOUN
fis-5120	14	11	methods	method	NOUN
fis-5120	14	12	in	in	ADP
fis-5120	14	13	civil	civil	ADJ
fis-5120	14	14	engineering	engineering	NOUN
fis-5120	14	15	is	be	AUX
fis-5120	14	16	not	not	PART
fis-5120	14	17	without	without	ADP
fis-5120	14	18	challenges	challenge	NOUN
fis-5120	14	19	.	.	PUNCT
fis-5120	15	1	one	one	NUM
fis-5120	15	2	of	of	ADP
fis-5120	15	3	the	the	DET
fis-5120	15	4	primary	primary	ADJ
fis-5120	15	5	obstacles	obstacle	NOUN
fis-5120	15	6	is	be	AUX
fis-5120	15	7	the	the	DET
fis-5120	15	8	handling	handling	NOUN
fis-5120	15	9	of	of	ADP
fis-5120	15	10	large	large	ADJ
fis-5120	15	11	amounts	amount	NOUN
fis-5120	15	12	of	of	ADP
fis-5120	15	13	data	datum	NOUN
fis-5120	15	14	and	and	CCONJ
fis-5120	15	15	the	the	DET
fis-5120	15	16	complexity	complexity	NOUN
fis-5120	15	17	of	of	ADP
fis-5120	15	18	decision	decision	NOUN
fis-5120	15	19	-	-	PUNCT
fis-5120	15	20	making	make	VERB
fis-5120	15	21	processes	process	NOUN
fis-5120	15	22	in	in	ADP
fis-5120	15	23	civil	civil	ADJ
fis-5120	15	24	engineering	engineering	NOUN
fis-5120	15	25	research	research	NOUN
fis-5120	15	26	.	.	PUNCT
fis-5120	16	1	these	these	DET
fis-5120	16	2	research	research	NOUN
fis-5120	16	3	projects	project	NOUN
fis-5120	16	4	involve	involve	VERB
fis-5120	16	5	numerous	numerous	ADJ
fis-5120	16	6	variables	variable	NOUN
fis-5120	16	7	,	,	PUNCT
fis-5120	16	8	and	and	CCONJ
fis-5120	16	9	the	the	DET
fis-5120	16	10	decision	decision	NOUN
fis-5120	16	11	-	-	PUNCT
fis-5120	16	12	making	making	NOUN
fis-5120	16	13	often	often	ADV
fis-5120	16	14	takes	take	VERB
fis-5120	16	15	place	place	NOUN
fis-5120	16	16	in	in	ADP
fis-5120	16	17	environments	environment	NOUN
fis-5120	16	18	characterized	characterize	VERB
fis-5120	16	19	by	by	ADP
fis-5120	16	20	uncertainty	uncertainty	NOUN
fis-5120	16	21	.	.	PUNCT
fis-5120	17	1	techniques	technique	NOUN
fis-5120	17	2	like	like	ADP
fis-5120	17	3	fuzzy	fuzzy	ADJ
fis-5120	17	4	logic	logic	NOUN
fis-5120	17	5	,	,	PUNCT
fis-5120	17	6	which	which	PRON
fis-5120	17	7	allows	allow	VERB
fis-5120	17	8	for	for	ADP
fis-5120	17	9	more	more	ADV
fis-5120	17	10	intuitive	intuitive	ADJ
fis-5120	17	11	and	and	CCONJ
fis-5120	17	12	flexible	flexible	ADJ
fis-5120	17	13	problem	problem	NOUN
fis-5120	17	14	-	-	PUNCT
fis-5120	17	15	solving	solving	NOUN
fis-5120	17	16	by	by	ADP
fis-5120	17	17	modelling	model	VERB
fis-5120	17	18	uncertainties	uncertainty	NOUN
fis-5120	17	19	,	,	PUNCT
fis-5120	17	20	have	have	AUX
fis-5120	17	21	become	become	VERB
fis-5120	17	22	essential	essential	ADJ
fis-5120	17	23	in	in	ADP
fis-5120	17	24	this	this	DET
fis-5120	17	25	regard	regard	NOUN
fis-5120	17	26	[	[	X
fis-5120	17	27	3	3	NUM
fis-5120	17	28	]	]	PUNCT
fis-5120	17	29	.	.	PUNCT
fis-5120	18	1	however	however	ADV
fis-5120	18	2	,	,	PUNCT
fis-5120	18	3	issues	issue	NOUN
fis-5120	18	4	such	such	ADJ
fis-5120	18	5	as	as	ADP
fis-5120	18	6	data	data	NOUN
fis-5120	18	7	privacy	privacy	NOUN
fis-5120	18	8	,	,	PUNCT
fis-5120	18	9	computational	computational	ADJ
fis-5120	18	10	demands	demand	NOUN
fis-5120	18	11	,	,	PUNCT
fis-5120	18	12	and	and	CCONJ
fis-5120	18	13	the	the	DET
fis-5120	18	14	need	need	NOUN
fis-5120	18	15	to	to	PART
fis-5120	18	16	integrate	integrate	VERB
fis-5120	18	17	ai	ai	VERB
fis-5120	18	18	with	with	ADP
fis-5120	18	19	existing	exist	VERB
fis-5120	18	20	engineering	engineering	NOUN
fis-5120	18	21	workflows	workflow	NOUN
fis-5120	18	22	remain	remain	VERB
fis-5120	18	23	significant	significant	ADJ
fis-5120	18	24	hurdles	hurdle	NOUN
fis-5120	18	25	.	.	PUNCT
fis-5120	19	1	moreover	moreover	ADV
fis-5120	19	2	,	,	PUNCT
fis-5120	19	3	as	as	SCONJ
fis-5120	19	4	civil	civil	ADJ
fis-5120	19	5	engineering	engineering	NOUN
fis-5120	19	6	constructions	construction	NOUN
fis-5120	19	7	increasingly	increasingly	ADV
fis-5120	19	8	involve	involve	VERB
fis-5120	19	9	interdisciplinary	interdisciplinary	ADJ
fis-5120	19	10	collaboration	collaboration	NOUN
fis-5120	19	11	,	,	PUNCT
fis-5120	19	12	there	there	PRON
fis-5120	19	13	is	be	VERB
fis-5120	19	14	a	a	DET
fis-5120	19	15	need	need	NOUN
fis-5120	19	16	for	for	ADP
fis-5120	19	17	ai	ai	NOUN
fis-5120	19	18	tools	tool	NOUN
fis-5120	19	19	that	that	PRON
fis-5120	19	20	can	can	AUX
fis-5120	19	21	seamlessly	seamlessly	ADV
fis-5120	19	22	fit	fit	VERB
fis-5120	19	23	into	into	ADP
fis-5120	19	24	traditional	traditional	ADJ
fis-5120	19	25	processes	process	NOUN
fis-5120	19	26	while	while	SCONJ
fis-5120	19	27	offering	offer	VERB
fis-5120	19	28	the	the	DET
fis-5120	19	29	flexibility	flexibility	NOUN
fis-5120	19	30	to	to	PART
fis-5120	19	31	handle	handle	VERB
fis-5120	19	32	complex	complex	ADJ
fis-5120	19	33	,	,	PUNCT
fis-5120	19	34	real	real	ADJ
fis-5120	19	35	-	-	PUNCT
fis-5120	19	36	world	world	NOUN
fis-5120	19	37	problems	problem	NOUN
fis-5120	19	38	.	.	PUNCT
fis-5120	20	1	in	in	ADP
fis-5120	20	2	civil	civil	ADJ
fis-5120	20	3	engineering	engineering	NOUN
fis-5120	20	4	,	,	PUNCT
fis-5120	20	5	optimization	optimization	NOUN
fis-5120	20	6	techniques	technique	NOUN
fis-5120	20	7	are	be	AUX
fis-5120	20	8	critical	critical	ADJ
fis-5120	20	9	for	for	ADP
fis-5120	20	10	solving	solve	VERB
fis-5120	20	11	problems	problem	NOUN
fis-5120	20	12	related	relate	VERB
fis-5120	20	13	to	to	ADP
fis-5120	20	14	structural	structural	ADJ
fis-5120	20	15	design	design	NOUN
fis-5120	20	16	,	,	PUNCT
fis-5120	20	17	material	material	NOUN
fis-5120	20	18	properties	property	NOUN
fis-5120	20	19	,	,	PUNCT
fis-5120	20	20	and	and	CCONJ
fis-5120	20	21	construction	construction	NOUN
fis-5120	20	22	methodologies	methodology	NOUN
fis-5120	20	23	.	.	PUNCT
fis-5120	21	1	traditional	traditional	ADJ
fis-5120	21	2	(	(	PUNCT
fis-5120	21	3	or	or	CCONJ
fis-5120	21	4	"	"	PUNCT
fis-5120	21	5	hard	hard	ADJ
fis-5120	21	6	"	"	PUNCT
fis-5120	21	7	)	)	PUNCT
fis-5120	21	8	computing	compute	VERB
fis-5120	21	9	methods	method	NOUN
fis-5120	21	10	often	often	ADV
fis-5120	21	11	fall	fall	VERB
fis-5120	21	12	short	short	ADJ
fis-5120	21	13	in	in	ADP
fis-5120	21	14	handling	handle	VERB
fis-5120	21	15	the	the	DET
fis-5120	21	16	complexity	complexity	NOUN
fis-5120	21	17	and	and	CCONJ
fis-5120	21	18	variability	variability	NOUN
fis-5120	21	19	inherent	inherent	ADJ
fis-5120	21	20	in	in	ADP
fis-5120	21	21	these	these	DET
fis-5120	21	22	problems	problem	NOUN
fis-5120	21	23	.	.	PUNCT
fis-5120	22	1	in	in	ADP
fis-5120	22	2	contrast	contrast	NOUN
fis-5120	22	3	,	,	PUNCT
fis-5120	22	4	soft	soft	ADJ
fis-5120	22	5	computing	computing	NOUN
fis-5120	22	6	techniques	technique	NOUN
fis-5120	22	7	,	,	PUNCT
fis-5120	22	8	such	such	ADJ
fis-5120	22	9	as	as	ADP
fis-5120	22	10	ai	ai	NOUN
fis-5120	22	11	-	-	PUNCT
fis-5120	22	12	based	base	VERB
fis-5120	22	13	methods	method	NOUN
fis-5120	22	14	and	and	CCONJ
fis-5120	22	15	evolutionary	evolutionary	ADJ
fis-5120	22	16	algorithms	algorithm	NOUN
fis-5120	22	17	,	,	PUNCT
fis-5120	22	18	provide	provide	VERB
fis-5120	22	19	cost	cost	NOUN
fis-5120	22	20	-	-	PUNCT
fis-5120	22	21	effective	effective	ADJ
fis-5120	22	22	solutions	solution	NOUN
fis-5120	22	23	by	by	ADP
fis-5120	22	24	incorporating	incorporate	VERB
fis-5120	22	25	flexibility	flexibility	NOUN
fis-5120	22	26	and	and	CCONJ
fis-5120	22	27	error	error	NOUN
fis-5120	22	28	tolerance	tolerance	NOUN
fis-5120	22	29	into	into	ADP
fis-5120	22	30	the	the	DET
fis-5120	22	31	decisionmaking	decisionmake	VERB
fis-5120	22	32	process	process	NOUN
fis-5120	22	33	.	.	PUNCT
fis-5120	23	1	for	for	ADP
fis-5120	23	2	example	example	NOUN
fis-5120	23	3	,	,	PUNCT
fis-5120	23	4	doe	doe	NOUN
fis-5120	23	5	offers	offer	VERB
fis-5120	23	6	a	a	DET
fis-5120	23	7	structured	structured	ADJ
fis-5120	23	8	approach	approach	NOUN
fis-5120	23	9	for	for	ADP
fis-5120	23	10	experimenting	experiment	VERB
fis-5120	23	11	with	with	ADP
fis-5120	23	12	complex	complex	ADJ
fis-5120	23	13	systems	system	NOUN
fis-5120	23	14	,	,	PUNCT
fis-5120	23	15	allowing	allow	VERB
fis-5120	23	16	engineers	engineer	NOUN
fis-5120	23	17	to	to	PART
fis-5120	23	18	optimize	optimize	VERB
fis-5120	23	19	processes	process	NOUN
fis-5120	23	20	more	more	ADV
fis-5120	23	21	efficiently	efficiently	ADV
fis-5120	23	22	.	.	PUNCT
fis-5120	24	1	this	this	DET
fis-5120	24	2	method	method	NOUN
fis-5120	24	3	significantly	significantly	ADV
fis-5120	24	4	reduces	reduce	VERB
fis-5120	24	5	the	the	DET
fis-5120	24	6	time	time	NOUN
fis-5120	24	7	and	and	CCONJ
fis-5120	24	8	resources	resource	NOUN
fis-5120	24	9	needed	need	VERB
fis-5120	24	10	to	to	PART
fis-5120	24	11	identify	identify	VERB
fis-5120	24	12	the	the	DET
fis-5120	24	13	most	most	ADV
fis-5120	24	14	effective	effective	ADJ
fis-5120	24	15	design	design	NOUN
fis-5120	24	16	and	and	CCONJ
fis-5120	24	17	construction	construction	NOUN
fis-5120	24	18	strategies	strategy	NOUN
fis-5120	24	19	.	.	PUNCT
fis-5120	25	1	fuzzy	fuzzy	ADJ
fis-5120	25	2	logic	logic	NOUN
fis-5120	25	3	,	,	PUNCT
fis-5120	25	4	on	on	ADP
fis-5120	25	5	the	the	DET
fis-5120	25	6	other	other	ADJ
fis-5120	25	7	hand	hand	NOUN
fis-5120	25	8	,	,	PUNCT
fis-5120	25	9	introduces	introduce	VERB
fis-5120	25	10	a	a	DET
fis-5120	25	11	means	means	NOUN
fis-5120	25	12	of	of	ADP
fis-5120	25	13	modelling	model	VERB
fis-5120	25	14	uncertainty	uncertainty	NOUN
fis-5120	25	15	and	and	CCONJ
fis-5120	25	16	variability	variability	NOUN
fis-5120	25	17	,	,	PUNCT
fis-5120	25	18	offering	offer	VERB
fis-5120	25	19	more	more	ADV
fis-5120	25	20	adaptable	adaptable	ADJ
fis-5120	25	21	decision	decision	NOUN
fis-5120	25	22	-	-	PUNCT
fis-5120	25	23	making	make	VERB
fis-5120	25	24	tools	tool	NOUN
fis-5120	25	25	in	in	ADP
fis-5120	25	26	situations	situation	NOUN
fis-5120	25	27	where	where	SCONJ
fis-5120	25	28	precise	precise	ADJ
fis-5120	25	29	data	datum	NOUN
fis-5120	25	30	may	may	AUX
fis-5120	25	31	not	not	PART
fis-5120	25	32	always	always	ADV
fis-5120	25	33	be	be	AUX
fis-5120	25	34	available	available	ADJ
fis-5120	25	35	.	.	PUNCT
fis-5120	26	1	the	the	DET
fis-5120	26	2	integration	integration	NOUN
fis-5120	26	3	of	of	ADP
fis-5120	26	4	these	these	DET
fis-5120	26	5	optimization	optimization	NOUN
fis-5120	26	6	techniques	technique	NOUN
fis-5120	26	7	into	into	ADP
fis-5120	26	8	civil	civil	ADJ
fis-5120	26	9	engineering	engineering	NOUN
fis-5120	26	10	practices	practice	NOUN
fis-5120	26	11	can	can	AUX
fis-5120	26	12	not	not	PART
fis-5120	26	13	be	be	AUX
fis-5120	26	14	overstated	overstate	VERB
fis-5120	26	15	.	.	PUNCT
fis-5120	27	1	by	by	ADP
fis-5120	27	2	enabling	enable	VERB
fis-5120	27	3	engineers	engineer	NOUN
fis-5120	27	4	to	to	PART
fis-5120	27	5	explore	explore	VERB
fis-5120	27	6	a	a	DET
fis-5120	27	7	broader	broad	ADJ
fis-5120	27	8	range	range	NOUN
fis-5120	27	9	of	of	ADP
fis-5120	27	10	design	design	NOUN
fis-5120	27	11	and	and	CCONJ
fis-5120	27	12	construction	construction	NOUN
fis-5120	27	13	developments	development	NOUN
fis-5120	27	14	,	,	PUNCT
fis-5120	27	15	these	these	DET
fis-5120	27	16	methods	method	NOUN
fis-5120	27	17	not	not	PART
fis-5120	27	18	only	only	ADV
fis-5120	27	19	improve	improve	VERB
fis-5120	27	20	safety	safety	NOUN
fis-5120	27	21	and	and	CCONJ
fis-5120	27	22	reliability	reliability	NOUN
fis-5120	27	23	but	but	CCONJ
fis-5120	27	24	also	also	ADV
fis-5120	27	25	advance	advance	VERB
fis-5120	27	26	innovation	innovation	NOUN
fis-5120	27	27	.	.	PUNCT
fis-5120	28	1	through	through	ADP
fis-5120	28	2	techniques	technique	NOUN
fis-5120	28	3	such	such	ADJ
fis-5120	28	4	as	as	ADP
fis-5120	28	5	non	non	ADJ
fis-5120	28	6	-	-	ADJ
fis-5120	28	7	destructive	destructive	ADJ
fis-5120	28	8	testing	testing	NOUN
fis-5120	28	9	and	and	CCONJ
fis-5120	28	10	real	real	ADJ
fis-5120	28	11	-	-	PUNCT
fis-5120	28	12	time	time	NOUN
fis-5120	28	13	monitoring	monitoring	NOUN
fis-5120	28	14	,	,	PUNCT
fis-5120	28	15	ai	ai	VERB
fis-5120	28	16	and	and	CCONJ
fis-5120	28	17	optimization	optimization	NOUN
fis-5120	28	18	methods	method	NOUN
fis-5120	28	19	allow	allow	VERB
fis-5120	28	20	engineers	engineer	NOUN
fis-5120	28	21	to	to	PART
fis-5120	28	22	predict	predict	VERB
fis-5120	28	23	and	and	CCONJ
fis-5120	28	24	mitigate	mitigate	VERB
fis-5120	28	25	potential	potential	ADJ
fis-5120	28	26	structural	structural	ADJ
fis-5120	28	27	issues	issue	NOUN
fis-5120	28	28	before	before	SCONJ
fis-5120	28	29	they	they	PRON
fis-5120	28	30	become	become	VERB
fis-5120	28	31	critical	critical	ADJ
fis-5120	28	32	,	,	PUNCT
fis-5120	28	33	thereby	thereby	ADV
fis-5120	28	34	improving	improve	VERB
fis-5120	28	35	the	the	DET
fis-5120	28	36	durability	durability	NOUN
fis-5120	28	37	and	and	CCONJ
fis-5120	28	38	lifespan	lifespan	NOUN
fis-5120	28	39	of	of	ADP
fis-5120	28	40	civil	civil	ADJ
fis-5120	28	41	structures	structure	NOUN
fis-5120	28	42	.	.	PUNCT
fis-5120	29	1	the	the	DET
fis-5120	29	2	ability	ability	NOUN
fis-5120	29	3	to	to	PART
fis-5120	29	4	simulate	simulate	VERB
fis-5120	29	5	different	different	ADJ
fis-5120	29	6	circumstances	circumstance	NOUN
fis-5120	29	7	also	also	ADV
fis-5120	29	8	enhances	enhance	VERB
fis-5120	29	9	the	the	DET
fis-5120	29	10	executive	executive	ADJ
fis-5120	29	11	process	process	NOUN
fis-5120	29	12	,	,	PUNCT
fis-5120	29	13	enabling	enable	VERB
fis-5120	29	14	engineers	engineer	NOUN
fis-5120	29	15	to	to	PART
fis-5120	29	16	make	make	VERB
fis-5120	29	17	more	more	ADV
fis-5120	29	18	informed	informed	ADJ
fis-5120	29	19	choices	choice	NOUN
fis-5120	29	20	throughout	throughout	ADP
fis-5120	29	21	the	the	DET
fis-5120	29	22	lifecycle	lifecycle	NOUN
fis-5120	29	23	of	of	ADP
fis-5120	29	24	a	a	DET
fis-5120	29	25	construction	construction	NOUN
fis-5120	29	26	.	.	PUNCT
fis-5120	30	1	this	this	PRON
fis-5120	30	2	contributes	contribute	VERB
fis-5120	30	3	to	to	ADP
fis-5120	30	4	the	the	DET
fis-5120	30	5	creation	creation	NOUN
fis-5120	30	6	of	of	ADP
fis-5120	30	7	stronger	strong	ADJ
fis-5120	30	8	,	,	PUNCT
fis-5120	30	9	more	more	ADJ
fis-5120	30	10	cost	cost	NOUN
fis-5120	30	11	-	-	PUNCT
fis-5120	30	12	effective	effective	ADJ
fis-5120	30	13	,	,	PUNCT
fis-5120	30	14	and	and	CCONJ
fis-5120	30	15	environmentally	environmentally	ADV
fis-5120	30	16	friendly	friendly	ADJ
fis-5120	30	17	civil	civil	ADJ
fis-5120	30	18	structures	structure	NOUN
fis-5120	30	19	,	,	PUNCT
fis-5120	30	20	aligning	align	VERB
fis-5120	30	21	with	with	ADP
fis-5120	30	22	the	the	DET
fis-5120	30	23	increasing	increase	VERB
fis-5120	30	24	demands	demand	NOUN
fis-5120	30	25	for	for	ADP
fis-5120	30	26	sustainability	sustainability	NOUN
fis-5120	30	27	in	in	ADP
fis-5120	30	28	the	the	DET
fis-5120	30	29	industry	industry	NOUN
fis-5120	30	30	.	.	PUNCT
fis-5120	31	1	moreover	moreover	ADV
fis-5120	31	2	,	,	PUNCT
fis-5120	31	3	optimization	optimization	NOUN
fis-5120	31	4	techniques	technique	NOUN
fis-5120	31	5	like	like	ADP
fis-5120	31	6	ai	ai	VERB
fis-5120	31	7	and	and	CCONJ
fis-5120	31	8	doe	doe	NOUN
fis-5120	31	9	play	play	VERB
fis-5120	31	10	a	a	DET
fis-5120	31	11	key	key	ADJ
fis-5120	31	12	role	role	NOUN
fis-5120	31	13	in	in	ADP
fis-5120	31	14	pushing	push	VERB
fis-5120	31	15	the	the	DET
fis-5120	31	16	boundaries	boundary	NOUN
fis-5120	31	17	of	of	ADP
fis-5120	31	18	what	what	PRON
fis-5120	31	19	is	be	AUX
fis-5120	31	20	achievable	achievable	ADJ
fis-5120	31	21	in	in	ADP
fis-5120	31	22	civil	civil	ADJ
fis-5120	31	23	engineering	engineering	NOUN
fis-5120	31	24	.	.	PUNCT
fis-5120	32	1	these	these	DET
fis-5120	32	2	methods	method	NOUN
fis-5120	32	3	offer	offer	VERB
fis-5120	32	4	the	the	DET
fis-5120	32	5	potential	potential	NOUN
fis-5120	32	6	to	to	PART
fis-5120	32	7	address	address	VERB
fis-5120	32	8	some	some	PRON
fis-5120	32	9	of	of	ADP
fis-5120	32	10	the	the	DET
fis-5120	32	11	sector	sector	NOUN
fis-5120	32	12	’s	’s	PART
fis-5120	32	13	most	most	ADV
fis-5120	32	14	pressing	pressing	ADJ
fis-5120	32	15	challenges	challenge	NOUN
fis-5120	32	16	,	,	PUNCT
fis-5120	32	17	such	such	ADJ
fis-5120	32	18	as	as	ADP
fis-5120	32	19	enhancing	enhance	VERB
fis-5120	32	20	the	the	DET
fis-5120	32	21	performance	performance	NOUN
fis-5120	32	22	of	of	ADP
fis-5120	32	23	structures	structure	NOUN
fis-5120	32	24	in	in	ADP
fis-5120	32	25	earthquake	earthquake	NOUN
fis-5120	32	26	-	-	PUNCT
fis-5120	32	27	prone	prone	ADJ
fis-5120	32	28	areas	area	NOUN
fis-5120	32	29	or	or	CCONJ
fis-5120	32	30	optimizing	optimize	VERB
fis-5120	32	31	material	material	NOUN
fis-5120	32	32	used	use	VERB
fis-5120	32	33	to	to	PART
fis-5120	32	34	reduce	reduce	VERB
fis-5120	32	35	environmental	environmental	ADJ
fis-5120	32	36	impact	impact	NOUN
fis-5120	32	37	.	.	PUNCT
fis-5120	33	1	the	the	DET
fis-5120	33	2	motivation	motivation	NOUN
fis-5120	33	3	behind	behind	ADP
fis-5120	33	4	the	the	DET
fis-5120	33	5	application	application	NOUN
fis-5120	33	6	of	of	ADP
fis-5120	33	7	these	these	DET
fis-5120	33	8	techniques	technique	NOUN
fis-5120	33	9	is	be	AUX
fis-5120	33	10	driven	drive	VERB
fis-5120	33	11	by	by	ADP
fis-5120	33	12	the	the	DET
fis-5120	33	13	high	high	ADJ
fis-5120	33	14	stakes	stake	NOUN
fis-5120	33	15	in	in	ADP
fis-5120	33	16	civil	civil	ADJ
fis-5120	33	17	engineering	engineering	NOUN
fis-5120	33	18	monitoring	monitoring	NOUN
fis-5120	33	19	and	and	CCONJ
fis-5120	33	20	construction	construction	NOUN
fis-5120	33	21	,	,	PUNCT
fis-5120	33	22	where	where	SCONJ
fis-5120	33	23	civil	civil	ADJ
fis-5120	33	24	structure	structure	NOUN
fis-5120	33	25	safety	safety	NOUN
fis-5120	33	26	,	,	PUNCT
fis-5120	33	27	durability	durability	NOUN
fis-5120	33	28	,	,	PUNCT
fis-5120	33	29	and	and	CCONJ
fis-5120	33	30	environmental	environmental	ADJ
fis-5120	33	31	sustainability	sustainability	NOUN
fis-5120	33	32	are	be	AUX
fis-5120	33	33	paramount	paramount	ADJ
fis-5120	33	34	.	.	PUNCT
fis-5120	34	1	by	by	ADP
fis-5120	34	2	synthesizing	synthesize	VERB
fis-5120	34	3	the	the	DET
fis-5120	34	4	most	most	ADV
fis-5120	34	5	recent	recent	ADJ
fis-5120	34	6	advancements	advancement	NOUN
fis-5120	34	7	in	in	ADP
fis-5120	34	8	optimization	optimization	NOUN
fis-5120	34	9	methods	method	NOUN
fis-5120	34	10	,	,	PUNCT
fis-5120	34	11	researchers	researcher	NOUN
fis-5120	34	12	are	be	AUX
fis-5120	34	13	providing	provide	VERB
fis-5120	34	14	a	a	DET
fis-5120	34	15	roadmap	roadmap	NOUN
fis-5120	34	16	for	for	ADP
fis-5120	34	17	future	future	ADJ
fis-5120	34	18	innovations	innovation	NOUN
fis-5120	34	19	in	in	ADP
fis-5120	34	20	the	the	DET
fis-5120	34	21	field	field	NOUN
fis-5120	34	22	.	.	PUNCT
fis-5120	35	1	as	as	SCONJ
fis-5120	35	2	this	this	DET
fis-5120	35	3	review	review	NOUN
fis-5120	35	4	seeks	seek	VERB
fis-5120	35	5	to	to	PART
fis-5120	35	6	explore	explore	VERB
fis-5120	35	7	,	,	PUNCT
fis-5120	35	8	the	the	DET
fis-5120	35	9	ongoing	ongoing	ADJ
fis-5120	35	10	integration	integration	NOUN
fis-5120	35	11	of	of	ADP
fis-5120	35	12	ai	ai	NOUN
fis-5120	35	13	and	and	CCONJ
fis-5120	35	14	optimization	optimization	NOUN
fis-5120	35	15	techniques	technique	NOUN
fis-5120	35	16	into	into	ADP
fis-5120	35	17	civil	civil	ADJ
fis-5120	35	18	engineering	engineering	NOUN
fis-5120	35	19	will	will	AUX
fis-5120	35	20	likely	likely	ADV
fis-5120	35	21	continue	continue	VERB
fis-5120	35	22	to	to	PART
fis-5120	35	23	expand	expand	VERB
fis-5120	35	24	,	,	PUNCT
fis-5120	35	25	addressing	address	VERB
fis-5120	35	26	gaps	gap	NOUN
fis-5120	35	27	between	between	ADP
fis-5120	35	28	theoretical	theoretical	ADJ
fis-5120	35	29	advancements	advancement	NOUN
fis-5120	35	30	and	and	CCONJ
fis-5120	35	31	practical	practical	ADJ
fis-5120	35	32	applications	application	NOUN
fis-5120	35	33	.	.	PUNCT
fis-5120	36	1	specifically	specifically	ADV
fis-5120	36	2	,	,	PUNCT
fis-5120	36	3	it	it	PRON
fis-5120	36	4	will	will	AUX
fis-5120	36	5	highlight	highlight	VERB
fis-5120	36	6	the	the	DET
fis-5120	36	7	most	most	ADV
fis-5120	36	8	effective	effective	ADJ
fis-5120	36	9	ways	way	NOUN
fis-5120	36	10	in	in	ADP
fis-5120	36	11	which	which	PRON
fis-5120	36	12	these	these	DET
fis-5120	36	13	techniques	technique	NOUN
fis-5120	36	14	can	can	AUX
fis-5120	36	15	be	be	AUX
fis-5120	36	16	applied	apply	VERB
fis-5120	36	17	to	to	PART
fis-5120	36	18	optimize	optimize	VERB
fis-5120	36	19	design	design	NOUN
fis-5120	36	20	,	,	PUNCT
fis-5120	36	21	analysis	analysis	NOUN
fis-5120	36	22	,	,	PUNCT
fis-5120	36	23	and	and	CCONJ
fis-5120	36	24	managerial	managerial	ADJ
fis-5120	36	25	processes	process	NOUN
fis-5120	36	26	.	.	PUNCT
fis-5120	37	1	researchers	researcher	NOUN
fis-5120	37	2	are	be	AUX
fis-5120	37	3	increasingly	increasingly	ADV
fis-5120	37	4	focused	focus	VERB
fis-5120	37	5	on	on	ADP
fis-5120	37	6	cost	cost	NOUN
fis-5120	37	7	-	-	PUNCT
fis-5120	37	8	effective	effective	ADJ
fis-5120	37	9	methods	method	NOUN
fis-5120	37	10	that	that	PRON
fis-5120	37	11	not	not	PART
fis-5120	37	12	only	only	ADV
fis-5120	37	13	reduce	reduce	VERB
fis-5120	37	14	human	human	ADJ
fis-5120	37	15	effort	effort	NOUN
fis-5120	37	16	but	but	CCONJ
fis-5120	37	17	also	also	ADV
fis-5120	37	18	save	save	VERB
fis-5120	37	19	time	time	NOUN
fis-5120	37	20	,	,	PUNCT
fis-5120	37	21	as	as	SCONJ
fis-5120	37	22	demonstrated	demonstrate	VERB
fis-5120	37	23	by	by	ADP
fis-5120	37	24	the	the	DET
fis-5120	37	25	growing	grow	VERB
fis-5120	37	26	use	use	NOUN
fis-5120	37	27	of	of	ADP
fis-5120	37	28	doe	doe	NOUN
fis-5120	37	29	,	,	PUNCT
fis-5120	37	30	fuzzy	fuzzy	ADJ
fis-5120	37	31	logic	logic	NOUN
fis-5120	37	32	,	,	PUNCT
fis-5120	37	33	and	and	CCONJ
fis-5120	37	34	other	other	ADJ
fis-5120	37	35	statistical	statistical	ADJ
fis-5120	37	36	approaches	approach	NOUN
fis-5120	37	37	in	in	ADP
fis-5120	37	38	current	current	ADJ
fis-5120	37	39	investigations	investigation	NOUN
fis-5120	37	40	t	t	PROPN
fis-5120	37	41	a.	a.	NOUN
fis-5120	37	42	anjum	anjum	PROPN
fis-5120	37	43	et	et	PROPN
fis-5120	37	44	alii	alii	PROPN
fis-5120	37	45	,	,	PUNCT
fis-5120	37	46	fracture	fracture	ADJ
fis-5120	37	47	and	and	CCONJ
fis-5120	37	48	structural	structural	ADJ
fis-5120	37	49	integrity	integrity	NOUN
fis-5120	37	50	,	,	PUNCT
fis-5120	37	51	71	71	NUM
fis-5120	37	52	(	(	PUNCT
fis-5120	37	53	2025	2025	NUM
fis-5120	37	54	)	)	PUNCT
fis-5120	37	55	164	164	NUM
fis-5120	37	56	-	-	SYM
fis-5120	37	57	181	181	NUM
fis-5120	37	58	;	;	PUNCT
fis-5120	37	59	doi	doi	NOUN
fis-5120	37	60	:	:	PUNCT
fis-5120	37	61	10.3221	10.3221	NUM
fis-5120	37	62	/	/	SYM
fis-5120	37	63	igf	igf	PROPN
fis-5120	37	64	-	-	PUNCT
fis-5120	37	65	esis.71.12	esis.71.12	PROPN
fis-5120	37	66	166	166	NUM
fis-5120	37	67	(	(	PUNCT
fis-5120	37	68	fig	fig	NOUN
fis-5120	37	69	.	.	NOUN
fis-5120	37	70	1	1	NUM
fis-5120	37	71	)	)	PUNCT
fis-5120	37	72	.	.	PUNCT
fis-5120	38	1	the	the	DET
fis-5120	38	2	evolution	evolution	NOUN
fis-5120	38	3	of	of	ADP
fis-5120	38	4	these	these	DET
fis-5120	38	5	methods	method	NOUN
fis-5120	38	6	will	will	AUX
fis-5120	38	7	undoubtedly	undoubtedly	ADV
fis-5120	38	8	play	play	VERB
fis-5120	38	9	a	a	DET
fis-5120	38	10	critical	critical	ADJ
fis-5120	38	11	role	role	NOUN
fis-5120	38	12	in	in	ADP
fis-5120	38	13	shaping	shape	VERB
fis-5120	38	14	the	the	DET
fis-5120	38	15	future	future	NOUN
fis-5120	38	16	of	of	ADP
fis-5120	38	17	civil	civil	ADJ
fis-5120	38	18	engineering	engineering	NOUN
fis-5120	38	19	constructions	construction	NOUN
fis-5120	38	20	and	and	CCONJ
fis-5120	38	21	health	health	NOUN
fis-5120	38	22	monitoring	monitoring	NOUN
fis-5120	38	23	,	,	PUNCT
fis-5120	38	24	fostering	foster	VERB
fis-5120	38	25	more	more	ADV
fis-5120	38	26	sustainable	sustainable	ADJ
fis-5120	38	27	,	,	PUNCT
fis-5120	38	28	resilient	resilient	ADJ
fis-5120	38	29	,	,	PUNCT
fis-5120	38	30	and	and	CCONJ
fis-5120	38	31	efficient	efficient	ADJ
fis-5120	38	32	civil	civil	ADJ
fis-5120	38	33	structure	structure	NOUN
fis-5120	38	34	.	.	PUNCT
fis-5120	39	1	figure	figure	VERB
fis-5120	39	2	1	1	NUM
fis-5120	39	3	:	:	PUNCT
fis-5120	39	4	current	current	ADJ
fis-5120	39	5	technologies	technology	NOUN
fis-5120	39	6	.	.	PUNCT
fis-5120	40	1	civil	civil	ADJ
fis-5120	40	2	structures	structure	NOUN
fis-5120	40	3	ivil	ivil	NOUN
fis-5120	40	4	structures	structure	NOUN
fis-5120	40	5	can	can	AUX
fis-5120	40	6	be	be	AUX
fis-5120	40	7	in	in	ADP
fis-5120	40	8	any	any	DET
fis-5120	40	9	shape	shape	NOUN
fis-5120	40	10	and	and	CCONJ
fis-5120	40	11	size	size	NOUN
fis-5120	40	12	based	base	VERB
fis-5120	40	13	on	on	ADP
fis-5120	40	14	the	the	DET
fis-5120	40	15	requirements	requirement	NOUN
fis-5120	40	16	,	,	PUNCT
fis-5120	40	17	made	make	VERB
fis-5120	40	18	from	from	ADP
fis-5120	40	19	distinct	distinct	ADJ
fis-5120	40	20	materials	material	NOUN
fis-5120	40	21	,	,	PUNCT
fis-5120	40	22	and	and	CCONJ
fis-5120	40	23	designed	design	VERB
fis-5120	40	24	with	with	ADP
fis-5120	40	25	a	a	DET
fis-5120	40	26	focus	focus	NOUN
fis-5120	40	27	on	on	ADP
fis-5120	40	28	quality	quality	NOUN
fis-5120	40	29	and	and	CCONJ
fis-5120	40	30	safety	safety	NOUN
fis-5120	40	31	.	.	PUNCT
fis-5120	41	1	these	these	DET
fis-5120	41	2	structures	structure	NOUN
fis-5120	41	3	can	can	AUX
fis-5120	41	4	maintain	maintain	VERB
fis-5120	41	5	their	their	PRON
fis-5120	41	6	strength	strength	NOUN
fis-5120	41	7	when	when	SCONJ
fis-5120	41	8	new	new	ADJ
fis-5120	41	9	,	,	PUNCT
fis-5120	41	10	but	but	CCONJ
fis-5120	41	11	over	over	ADP
fis-5120	41	12	time	time	NOUN
fis-5120	41	13	,	,	PUNCT
fis-5120	41	14	they	they	PRON
fis-5120	41	15	may	may	AUX
fis-5120	41	16	lose	lose	VERB
fis-5120	41	17	strength	strength	NOUN
fis-5120	41	18	due	due	ADP
fis-5120	41	19	to	to	ADP
fis-5120	41	20	external	external	ADJ
fis-5120	41	21	loads	load	NOUN
fis-5120	41	22	and	and	CCONJ
fis-5120	41	23	other	other	ADJ
fis-5120	41	24	factors	factor	NOUN
fis-5120	41	25	.	.	PUNCT
fis-5120	42	1	recognizing	recognize	VERB
fis-5120	42	2	and	and	CCONJ
fis-5120	42	3	maintaining	maintain	VERB
fis-5120	42	4	the	the	DET
fis-5120	42	5	quality	quality	NOUN
fis-5120	42	6	and	and	CCONJ
fis-5120	42	7	durability	durability	NOUN
fis-5120	42	8	of	of	ADP
fis-5120	42	9	these	these	DET
fis-5120	42	10	structures	structure	NOUN
fis-5120	42	11	is	be	AUX
fis-5120	42	12	a	a	DET
fis-5120	42	13	critical	critical	ADJ
fis-5120	42	14	concern	concern	NOUN
fis-5120	42	15	,	,	PUNCT
fis-5120	42	16	and	and	CCONJ
fis-5120	42	17	researchers	researcher	NOUN
fis-5120	42	18	often	often	ADV
fis-5120	42	19	use	use	VERB
fis-5120	42	20	optimization	optimization	NOUN
fis-5120	42	21	methods	method	NOUN
fis-5120	42	22	to	to	PART
fis-5120	42	23	address	address	VERB
fis-5120	42	24	these	these	DET
fis-5120	42	25	challenges	challenge	NOUN
fis-5120	42	26	.	.	PUNCT
fis-5120	43	1	structures	structure	NOUN
fis-5120	43	2	can	can	AUX
fis-5120	43	3	be	be	AUX
fis-5120	43	4	classified	classify	VERB
fis-5120	43	5	as	as	ADP
fis-5120	43	6	either	either	CCONJ
fis-5120	43	7	healthy	healthy	ADJ
fis-5120	43	8	or	or	CCONJ
fis-5120	43	9	unhealthy	unhealthy	ADJ
fis-5120	43	10	,	,	PUNCT
fis-5120	43	11	with	with	ADP
fis-5120	43	12	important	important	ADJ
fis-5120	43	13	questions	question	NOUN
fis-5120	43	14	revolving	revolve	VERB
fis-5120	43	15	around	around	ADP
fis-5120	43	16	their	their	PRON
fis-5120	43	17	health	health	NOUN
fis-5120	43	18	condition	condition	NOUN
fis-5120	43	19	and	and	CCONJ
fis-5120	43	20	the	the	DET
fis-5120	43	21	point	point	NOUN
fis-5120	43	22	at	at	ADP
fis-5120	43	23	which	which	PRON
fis-5120	43	24	they	they	PRON
fis-5120	43	25	may	may	AUX
fis-5120	43	26	fail	fail	VERB
fis-5120	43	27	completely	completely	ADV
fis-5120	43	28	.	.	PUNCT
fis-5120	44	1	this	this	PRON
fis-5120	44	2	is	be	AUX
fis-5120	44	3	a	a	DET
fis-5120	44	4	common	common	ADJ
fis-5120	44	5	concern	concern	NOUN
fis-5120	44	6	,	,	PUNCT
fis-5120	44	7	especially	especially	ADV
fis-5120	44	8	in	in	ADP
fis-5120	44	9	civil	civil	ADJ
fis-5120	44	10	engineering	engineering	NOUN
fis-5120	44	11	.	.	PUNCT
fis-5120	45	1	in	in	ADP
fis-5120	45	2	reviewing	review	VERB
fis-5120	45	3	recent	recent	ADJ
fis-5120	45	4	literature	literature	NOUN
fis-5120	45	5	,	,	PUNCT
fis-5120	45	6	several	several	ADJ
fis-5120	45	7	common	common	ADJ
fis-5120	45	8	types	type	NOUN
fis-5120	45	9	of	of	ADP
fis-5120	45	10	civil	civil	ADJ
fis-5120	45	11	structures	structure	NOUN
fis-5120	45	12	emerge	emerge	VERB
fis-5120	45	13	,	,	PUNCT
fis-5120	45	14	each	each	PRON
fis-5120	45	15	serving	serve	VERB
fis-5120	45	16	distinct	distinct	ADJ
fis-5120	45	17	applications	application	NOUN
fis-5120	45	18	and	and	CCONJ
fis-5120	45	19	facing	face	VERB
fis-5120	45	20	unique	unique	ADJ
fis-5120	45	21	challenges	challenge	NOUN
fis-5120	45	22	.	.	PUNCT
fis-5120	46	1	concrete	concrete	ADJ
fis-5120	46	2	structures	structure	NOUN
fis-5120	46	3	,	,	PUNCT
fis-5120	46	4	including	include	VERB
fis-5120	46	5	reinforced	reinforce	VERB
fis-5120	46	6	concrete	concrete	ADJ
fis-5120	46	7	structures	structure	NOUN
fis-5120	46	8	,	,	PUNCT
fis-5120	46	9	laterite	laterite	ADJ
fis-5120	46	10	concrete	concrete	ADJ
fis-5120	46	11	structures	structure	NOUN
fis-5120	46	12	,	,	PUNCT
fis-5120	46	13	concrete	concrete	ADJ
fis-5120	46	14	components	component	NOUN
fis-5120	46	15	,	,	PUNCT
fis-5120	46	16	marine	marine	ADJ
fis-5120	46	17	concrete	concrete	ADJ
fis-5120	46	18	structures	structure	NOUN
fis-5120	46	19	,	,	PUNCT
fis-5120	46	20	cfrp	cfrp	NOUN
fis-5120	46	21	-	-	PUNCT
fis-5120	46	22	strengthened	strengthen	VERB
fis-5120	46	23	concrete	concrete	ADJ
fis-5120	46	24	structures	structure	NOUN
fis-5120	46	25	,	,	PUNCT
fis-5120	46	26	and	and	CCONJ
fis-5120	46	27	concrete	concrete	ADJ
fis-5120	46	28	cylinders	cylinder	NOUN
fis-5120	46	29	,	,	PUNCT
fis-5120	46	30	represent	represent	VERB
fis-5120	46	31	the	the	DET
fis-5120	46	32	largest	large	ADJ
fis-5120	46	33	category	category	NOUN
fis-5120	46	34	.	.	PUNCT
fis-5120	47	1	these	these	DET
fis-5120	47	2	structures	structure	NOUN
fis-5120	47	3	are	be	AUX
fis-5120	47	4	predominantly	predominantly	ADV
fis-5120	47	5	studied	study	VERB
fis-5120	47	6	for	for	ADP
fis-5120	47	7	their	their	PRON
fis-5120	47	8	crack	crack	NOUN
fis-5120	47	9	characterization	characterization	NOUN
fis-5120	47	10	,	,	PUNCT
fis-5120	47	11	condition	condition	NOUN
fis-5120	47	12	assessment	assessment	NOUN
fis-5120	47	13	,	,	PUNCT
fis-5120	47	14	and	and	CCONJ
fis-5120	47	15	optimization	optimization	NOUN
fis-5120	47	16	of	of	ADP
fis-5120	47	17	materials	material	NOUN
fis-5120	47	18	to	to	PART
fis-5120	47	19	enhance	enhance	VERB
fis-5120	47	20	their	their	PRON
fis-5120	47	21	mechanical	mechanical	ADJ
fis-5120	47	22	properties	property	NOUN
fis-5120	47	23	and	and	CCONJ
fis-5120	47	24	durability	durability	NOUN
fis-5120	47	25	.	.	PUNCT
fis-5120	48	1	for	for	ADP
fis-5120	48	2	instance	instance	NOUN
fis-5120	48	3	,	,	PUNCT
fis-5120	48	4	das	das	PROPN
fis-5120	48	5	et	et	PROPN
fis-5120	48	6	al	al	PROPN
fis-5120	48	7	.	.	PUNCT
fis-5120	49	1	[	[	X
fis-5120	49	2	4	4	X
fis-5120	49	3	]	]	PUNCT
fis-5120	49	4	analyzing	analyze	VERB
fis-5120	49	5	cracks	crack	NOUN
fis-5120	49	6	in	in	ADP
fis-5120	49	7	reinforced	reinforce	VERB
fis-5120	49	8	concrete	concrete	ADJ
fis-5120	49	9	structures	structure	NOUN
fis-5120	49	10	through	through	ADP
fis-5120	49	11	experimental	experimental	ADJ
fis-5120	49	12	and	and	CCONJ
fis-5120	49	13	computational	computational	ADJ
fis-5120	49	14	data	data	NOUN
fis-5120	49	15	-	-	PUNCT
fis-5120	49	16	driven	drive	VERB
fis-5120	49	17	techniques	technique	NOUN
fis-5120	49	18	,	,	PUNCT
fis-5120	49	19	while	while	SCONJ
fis-5120	49	20	zhang	zhang	PROPN
fis-5120	49	21	et	et	PROPN
fis-5120	49	22	al	al	PROPN
fis-5120	49	23	.	.	PUNCT
fis-5120	50	1	[	[	X
fis-5120	50	2	5	5	NUM
fis-5120	50	3	]	]	PUNCT
fis-5120	50	4	focused	focus	VERB
fis-5120	50	5	on	on	ADP
fis-5120	50	6	evaluating	evaluate	VERB
fis-5120	50	7	conditions	condition	NOUN
fis-5120	50	8	using	use	VERB
fis-5120	50	9	the	the	DET
fis-5120	50	10	impact	impact	NOUN
fis-5120	50	11	-	-	PUNCT
fis-5120	50	12	echo	echo	NOUN
fis-5120	50	13	method	method	NOUN
fis-5120	50	14	and	and	CCONJ
fis-5120	50	15	extreme	extreme	ADJ
fis-5120	50	16	learning	learning	NOUN
fis-5120	50	17	machines	machine	NOUN
fis-5120	50	18	.	.	PUNCT
fis-5120	51	1	steel	steel	NOUN
fis-5120	51	2	structures	structure	NOUN
fis-5120	51	3	,	,	PUNCT
fis-5120	51	4	though	though	SCONJ
fis-5120	51	5	less	less	ADV
fis-5120	51	6	frequently	frequently	ADV
fis-5120	51	7	mentioned	mention	VERB
fis-5120	51	8	,	,	PUNCT
fis-5120	51	9	are	be	AUX
fis-5120	51	10	critical	critical	ADJ
fis-5120	51	11	in	in	ADP
fis-5120	51	12	civil	civil	ADJ
fis-5120	51	13	engineering	engineering	NOUN
fis-5120	51	14	.	.	PUNCT
fis-5120	52	1	szeptyński	szeptyński	NOUN
fis-5120	52	2	and	and	CCONJ
fis-5120	52	3	mikulski	mikulski	NOUN
fis-5120	53	1	[	[	X
fis-5120	53	2	6	6	NUM
fis-5120	53	3	]	]	PUNCT
fis-5120	53	4	explored	explore	VERB
fis-5120	53	5	the	the	DET
fis-5120	53	6	optimization	optimization	NOUN
fis-5120	53	7	for	for	ADP
fis-5120	53	8	steel	steel	NOUN
fis-5120	53	9	beams	beam	NOUN
fis-5120	53	10	in	in	ADP
fis-5120	53	11	compliance	compliance	NOUN
fis-5120	53	12	with	with	ADP
fis-5120	53	13	eurocode	eurocode	NOUN
fis-5120	53	14	3	3	NUM
fis-5120	53	15	,	,	PUNCT
fis-5120	53	16	demonstrating	demonstrate	VERB
fis-5120	53	17	the	the	DET
fis-5120	53	18	importance	importance	NOUN
fis-5120	53	19	of	of	ADP
fis-5120	53	20	design	design	NOUN
fis-5120	53	21	standards	standard	NOUN
fis-5120	53	22	in	in	ADP
fis-5120	53	23	ensuring	ensure	VERB
fis-5120	53	24	structural	structural	ADJ
fis-5120	53	25	integrity	integrity	NOUN
fis-5120	53	26	and	and	CCONJ
fis-5120	53	27	safety	safety	NOUN
fis-5120	53	28	.	.	PUNCT
fis-5120	54	1	geostructures	geostructure	NOUN
fis-5120	54	2	,	,	PUNCT
fis-5120	54	3	such	such	ADJ
fis-5120	54	4	as	as	ADP
fis-5120	54	5	those	those	PRON
fis-5120	54	6	studied	study	VERB
fis-5120	54	7	by	by	ADP
fis-5120	54	8	li	li	PROPN
fis-5120	54	9	et	et	PROPN
fis-5120	54	10	al	al	PROPN
fis-5120	54	11	.	.	PUNCT
fis-5120	55	1	[	[	X
fis-5120	55	2	7	7	NUM
fis-5120	55	3	]	]	PUNCT
fis-5120	55	4	,	,	PUNCT
fis-5120	55	5	involve	involve	VERB
fis-5120	55	6	the	the	DET
fis-5120	55	7	use	use	NOUN
fis-5120	55	8	of	of	ADP
fis-5120	55	9	topology	topology	NOUN
fis-5120	55	10	optimization	optimization	NOUN
fis-5120	55	11	methods	method	NOUN
fis-5120	55	12	for	for	ADP
fis-5120	55	13	designing	design	VERB
fis-5120	55	14	soil	soil	NOUN
fis-5120	55	15	and	and	CCONJ
fis-5120	55	16	rock	rock	NOUN
fis-5120	55	17	structures	structure	NOUN
fis-5120	55	18	.	.	PUNCT
fis-5120	56	1	this	this	DET
fis-5120	56	2	category	category	NOUN
fis-5120	56	3	is	be	AUX
fis-5120	56	4	crucial	crucial	ADJ
fis-5120	56	5	for	for	ADP
fis-5120	56	6	maintaining	maintain	VERB
fis-5120	56	7	the	the	DET
fis-5120	56	8	integrity	integrity	NOUN
fis-5120	56	9	and	and	CCONJ
fis-5120	56	10	effectiveness	effectiveness	NOUN
fis-5120	56	11	of	of	ADP
fis-5120	56	12	foundational	foundational	ADJ
fis-5120	56	13	systems	system	NOUN
fis-5120	56	14	in	in	ADP
fis-5120	56	15	civil	civil	ADJ
fis-5120	56	16	engineering	engineering	NOUN
fis-5120	56	17	projects	project	NOUN
fis-5120	56	18	.	.	PUNCT
fis-5120	57	1	bridges	bridge	NOUN
fis-5120	57	2	,	,	PUNCT
fis-5120	57	3	a	a	DET
fis-5120	57	4	fundamental	fundamental	ADJ
fis-5120	57	5	civil	civil	ADJ
fis-5120	57	6	structure	structure	NOUN
fis-5120	57	7	component	component	NOUN
fis-5120	57	8	,	,	PUNCT
fis-5120	57	9	are	be	AUX
fis-5120	57	10	another	another	DET
fis-5120	57	11	key	key	ADJ
fis-5120	57	12	type	type	NOUN
fis-5120	57	13	of	of	ADP
fis-5120	57	14	civil	civil	ADJ
fis-5120	57	15	structure	structure	NOUN
fis-5120	57	16	.	.	PUNCT
fis-5120	58	1	research	research	NOUN
fis-5120	58	2	by	by	ADP
fis-5120	58	3	various	various	ADJ
fis-5120	58	4	authors	author	NOUN
fis-5120	58	5	highlights	highlight	VERB
fis-5120	58	6	the	the	DET
fis-5120	58	7	use	use	NOUN
fis-5120	58	8	of	of	ADP
fis-5120	58	9	advanced	advanced	ADJ
fis-5120	58	10	predictive	predictive	ADJ
fis-5120	58	11	models	model	NOUN
fis-5120	58	12	to	to	PART
fis-5120	58	13	assess	assess	VERB
fis-5120	58	14	and	and	CCONJ
fis-5120	58	15	maintain	maintain	VERB
fis-5120	58	16	bridge	bridge	NOUN
fis-5120	58	17	conditions	condition	NOUN
fis-5120	58	18	,	,	PUNCT
fis-5120	58	19	ensuring	ensure	VERB
fis-5120	58	20	their	their	PRON
fis-5120	58	21	safety	safety	NOUN
fis-5120	58	22	and	and	CCONJ
fis-5120	58	23	longevity	longevity	NOUN
fis-5120	58	24	.	.	PUNCT
fis-5120	59	1	large	large	ADJ
fis-5120	59	2	-	-	PUNCT
fis-5120	59	3	scale	scale	NOUN
fis-5120	59	4	civil	civil	ADJ
fis-5120	59	5	engineering	engineering	NOUN
fis-5120	59	6	structures	structure	NOUN
fis-5120	59	7	,	,	PUNCT
fis-5120	59	8	including	include	VERB
fis-5120	59	9	general	general	ADJ
fis-5120	59	10	civil	civil	ADJ
fis-5120	59	11	engineering	engineering	NOUN
fis-5120	59	12	and	and	CCONJ
fis-5120	59	13	specific	specific	ADJ
fis-5120	59	14	projects	project	NOUN
fis-5120	59	15	like	like	ADP
fis-5120	59	16	gas	gas	NOUN
fis-5120	59	17	field	field	NOUN
fis-5120	59	18	construction	construction	NOUN
fis-5120	59	19	and	and	CCONJ
fis-5120	59	20	cement	cement	NOUN
fis-5120	59	21	transport	transport	NOUN
fis-5120	59	22	,	,	PUNCT
fis-5120	59	23	are	be	AUX
fis-5120	59	24	critical	critical	ADJ
fis-5120	59	25	for	for	ADP
fis-5120	59	26	civil	civil	ADJ
fis-5120	59	27	structure	structure	NOUN
fis-5120	59	28	development	development	NOUN
fis-5120	59	29	.	.	PUNCT
fis-5120	60	1	studies	study	NOUN
fis-5120	60	2	in	in	ADP
fis-5120	60	3	this	this	DET
fis-5120	60	4	category	category	NOUN
fis-5120	60	5	focus	focus	VERB
fis-5120	60	6	on	on	ADP
fis-5120	60	7	optimizing	optimize	VERB
fis-5120	60	8	project	project	NOUN
fis-5120	60	9	schedules	schedule	NOUN
fis-5120	60	10	,	,	PUNCT
fis-5120	60	11	managing	manage	VERB
fis-5120	60	12	logistics	logistic	NOUN
fis-5120	60	13	,	,	PUNCT
fis-5120	60	14	and	and	CCONJ
fis-5120	60	15	implementing	implement	VERB
fis-5120	60	16	advanced	advanced	ADJ
fis-5120	60	17	frameworks	framework	NOUN
fis-5120	60	18	like	like	ADP
fis-5120	60	19	digital	digital	ADJ
fis-5120	60	20	twins	twin	NOUN
fis-5120	60	21	for	for	ADP
fis-5120	60	22	immediate	immediate	ADJ
fis-5120	60	23	observation	observation	NOUN
fis-5120	60	24	and	and	CCONJ
fis-5120	60	25	informed	informed	ADJ
fis-5120	60	26	choices	choice	NOUN
fis-5120	60	27	,	,	PUNCT
fis-5120	60	28	as	as	SCONJ
fis-5120	60	29	demonstrated	demonstrate	VERB
fis-5120	60	30	by	by	ADP
fis-5120	60	31	garcía	garcía	ADJ
fis-5120	60	32	-	-	PUNCT
fis-5120	60	33	macías	macías	NOUN
fis-5120	60	34	and	and	CCONJ
fis-5120	60	35	ubertini	ubertini	ADJ
fis-5120	60	36	[	[	X
fis-5120	60	37	8	8	NUM
fis-5120	60	38	]	]	PUNCT
fis-5120	60	39	.	.	PUNCT
fis-5120	61	1	soil	soil	NOUN
fis-5120	61	2	structures	structure	NOUN
fis-5120	61	3	,	,	PUNCT
fis-5120	61	4	which	which	PRON
fis-5120	61	5	include	include	VERB
fis-5120	61	6	various	various	ADJ
fis-5120	61	7	types	type	NOUN
fis-5120	61	8	of	of	ADP
fis-5120	61	9	soil	soil	NOUN
fis-5120	61	10	compositions	composition	NOUN
fis-5120	61	11	,	,	PUNCT
fis-5120	61	12	are	be	AUX
fis-5120	61	13	essential	essential	ADJ
fis-5120	61	14	for	for	ADP
fis-5120	61	15	calculating	calculate	VERB
fis-5120	61	16	shear	shear	NOUN
fis-5120	61	17	wave	wave	NOUN
fis-5120	61	18	velocity	velocity	NOUN
fis-5120	61	19	and	and	CCONJ
fis-5120	61	20	ensuring	ensure	VERB
fis-5120	61	21	proper	proper	ADJ
fis-5120	61	22	foundation	foundation	NOUN
fis-5120	61	23	engineering	engineering	NOUN
fis-5120	61	24	.	.	PUNCT
fis-5120	62	1	research	research	NOUN
fis-5120	62	2	by	by	ADP
fis-5120	62	3	molaabasi	molaabasi	NOUN
fis-5120	62	4	et	et	PROPN
fis-5120	62	5	al	al	PROPN
fis-5120	62	6	.	.	PUNCT
fis-5120	63	1	[	[	X
fis-5120	63	2	9	9	NUM
fis-5120	63	3	]	]	PUNCT
fis-5120	63	4	emphasizes	emphasize	VERB
fis-5120	63	5	robust	robust	ADJ
fis-5120	63	6	optimization	optimization	NOUN
fis-5120	63	7	methods	method	NOUN
fis-5120	63	8	to	to	PART
fis-5120	63	9	handle	handle	VERB
fis-5120	63	10	uncertainties	uncertainty	NOUN
fis-5120	63	11	in	in	ADP
fis-5120	63	12	soil	soil	NOUN
fis-5120	63	13	properties	property	NOUN
fis-5120	63	14	,	,	PUNCT
fis-5120	63	15	thereby	thereby	ADV
fis-5120	63	16	improving	improve	VERB
fis-5120	63	17	the	the	DET
fis-5120	63	18	accuracy	accuracy	NOUN
fis-5120	63	19	and	and	CCONJ
fis-5120	63	20	reliability	reliability	NOUN
fis-5120	63	21	of	of	ADP
fis-5120	63	22	engineering	engineering	NOUN
fis-5120	63	23	designs	design	NOUN
fis-5120	63	24	.	.	PUNCT
fis-5120	64	1	c	c	NOUN
fis-5120	64	2	a.	a.	PROPN
fis-5120	64	3	anjum	anjum	PROPN
fis-5120	64	4	et	et	PROPN
fis-5120	64	5	alii	alii	PROPN
fis-5120	64	6	,	,	PUNCT
fis-5120	64	7	fracture	fracture	ADJ
fis-5120	64	8	and	and	CCONJ
fis-5120	64	9	structural	structural	ADJ
fis-5120	64	10	integrity	integrity	NOUN
fis-5120	64	11	,	,	PUNCT
fis-5120	64	12	71	71	NUM
fis-5120	64	13	(	(	PUNCT
fis-5120	64	14	2025	2025	NUM
fis-5120	64	15	)	)	PUNCT
fis-5120	64	16	164	164	NUM
fis-5120	64	17	-	-	SYM
fis-5120	64	18	181	181	NUM
fis-5120	64	19	;	;	PUNCT
fis-5120	64	20	doi	doi	NOUN
fis-5120	64	21	:	:	PUNCT
fis-5120	64	22	10.3221	10.3221	NUM
fis-5120	64	23	/	/	SYM
fis-5120	64	24	igf	igf	PROPN
fis-5120	64	25	-	-	PUNCT
fis-5120	64	26	esis.71.12	esis.71.12	PROPN
fis-5120	64	27	167	167	NUM
fis-5120	64	28	this	this	DET
fis-5120	64	29	overview	overview	NOUN
fis-5120	64	30	of	of	ADP
fis-5120	64	31	common	common	ADJ
fis-5120	64	32	civil	civil	ADJ
fis-5120	64	33	structures	structure	NOUN
fis-5120	64	34	underscores	underscore	VERB
fis-5120	64	35	the	the	DET
fis-5120	64	36	diversity	diversity	NOUN
fis-5120	64	37	and	and	CCONJ
fis-5120	64	38	complexity	complexity	NOUN
fis-5120	64	39	of	of	ADP
fis-5120	64	40	the	the	DET
fis-5120	64	41	field	field	NOUN
fis-5120	64	42	,	,	PUNCT
fis-5120	64	43	highlighting	highlight	VERB
fis-5120	64	44	the	the	DET
fis-5120	64	45	continuous	continuous	ADJ
fis-5120	64	46	advancements	advancement	NOUN
fis-5120	64	47	in	in	ADP
fis-5120	64	48	materials	material	NOUN
fis-5120	64	49	,	,	PUNCT
fis-5120	64	50	design	design	NOUN
fis-5120	64	51	methodologies	methodology	NOUN
fis-5120	64	52	,	,	PUNCT
fis-5120	64	53	and	and	CCONJ
fis-5120	64	54	optimization	optimization	NOUN
fis-5120	64	55	techniques	technique	NOUN
fis-5120	64	56	to	to	PART
fis-5120	64	57	enhance	enhance	VERB
fis-5120	64	58	the	the	DET
fis-5120	64	59	performance	performance	NOUN
fis-5120	64	60	and	and	CCONJ
fis-5120	64	61	durability	durability	NOUN
fis-5120	64	62	of	of	ADP
fis-5120	64	63	these	these	DET
fis-5120	64	64	vital	vital	ADJ
fis-5120	64	65	civil	civil	ADJ
fis-5120	64	66	structures	structure	NOUN
fis-5120	64	67	(	(	PUNCT
fis-5120	64	68	fig	fig	NOUN
fis-5120	64	69	.	.	PUNCT
fis-5120	65	1	2	2	NUM
fis-5120	65	2	)	)	PUNCT
fis-5120	65	3	.	.	PUNCT
fis-5120	66	1	figure	figure	VERB
fis-5120	66	2	2	2	NUM
fis-5120	66	3	:	:	PUNCT
fis-5120	66	4	classification	classification	NOUN
fis-5120	66	5	and	and	CCONJ
fis-5120	66	6	practical	practical	ADJ
fis-5120	66	7	applications	application	NOUN
fis-5120	66	8	of	of	ADP
fis-5120	66	9	civil	civil	ADJ
fis-5120	66	10	engineering	engineering	NOUN
fis-5120	66	11	structures	structure	NOUN
fis-5120	66	12	.	.	PUNCT
fis-5120	67	1	tab	tab	NOUN
fis-5120	67	2	.	.	PUNCT
fis-5120	67	3	1	1	NUM
fis-5120	67	4	illustrates	illustrate	VERB
fis-5120	67	5	the	the	DET
fis-5120	67	6	civil	civil	ADJ
fis-5120	67	7	structures	structure	NOUN
fis-5120	67	8	conditions	condition	NOUN
fis-5120	67	9	and	and	CCONJ
fis-5120	67	10	composite	composite	NOUN
fis-5120	67	11	of	of	ADP
fis-5120	67	12	materials	material	NOUN
fis-5120	67	13	for	for	ADP
fis-5120	67	14	a	a	DET
fis-5120	67	15	particular	particular	ADJ
fis-5120	67	16	application	application	NOUN
fis-5120	67	17	and	and	CCONJ
fis-5120	67	18	analysis	analysis	NOUN
fis-5120	67	19	which	which	PRON
fis-5120	67	20	were	be	AUX
fis-5120	67	21	done	do	VERB
fis-5120	67	22	using	use	VERB
fis-5120	67	23	optimization	optimization	NOUN
fis-5120	67	24	techniques	technique	NOUN
fis-5120	67	25	.	.	PUNCT
fis-5120	68	1	structure	structure	NOUN
fis-5120	68	2	reference	reference	NOUN
fis-5120	68	3	application	application	NOUN
fis-5120	68	4	damaged	damage	VERB
fis-5120	68	5	/	/	SYM
fis-5120	68	6	healthy	healthy	ADJ
fis-5120	68	7	condition	condition	NOUN
fis-5120	68	8	material	material	NOUN
fis-5120	68	9	used	use	VERB
fis-5120	68	10	other	other	ADJ
fis-5120	68	11	important	important	ADJ
fis-5120	68	12	facts	fact	NOUN
fis-5120	68	13	concrete	concrete	ADJ
fis-5120	68	14	components	component	NOUN
fis-5120	69	1	[	[	X
fis-5120	69	2	1	1	X
fis-5120	69	3	]	]	PUNCT
fis-5120	69	4	predicting	predict	VERB
fis-5120	69	5	compressive	compressive	ADJ
fis-5120	69	6	strength	strength	NOUN
fis-5120	69	7	(	(	PUNCT
fis-5120	69	8	cs	cs	ADJ
fis-5120	69	9	)	)	PUNCT
fis-5120	69	10	healthy	healthy	ADJ
fis-5120	69	11	concrete	concrete	ADJ
fis-5120	69	12	hybrid	hybrid	NOUN
fis-5120	69	13	gbrt	gbrt	NOUN
fis-5120	69	14	with	with	ADP
fis-5120	69	15	gridsearchcv	gridsearchcv	NOUN
fis-5120	69	16	;	;	PUNCT
fis-5120	69	17	high	high	ADJ
fis-5120	69	18	prediction	prediction	NOUN
fis-5120	69	19	accuracy	accuracy	NOUN
fis-5120	69	20	with	with	ADP
fis-5120	69	21	r²	r²	NOUN
fis-5120	69	22	=	=	SYM
fis-5120	69	23	0.9612	0.9612	NUM
fis-5120	69	24	bridges	bridge	NOUN
fis-5120	69	25	[	[	X
fis-5120	69	26	10	10	NUM
fis-5120	69	27	]	]	PUNCT
fis-5120	69	28	predicting	predict	VERB
fis-5120	69	29	bridge	bridge	NOUN
fis-5120	69	30	deck	deck	NOUN
fis-5120	69	31	conditions	condition	NOUN
fis-5120	69	32	healthy	healthy	ADJ
fis-5120	69	33	composite	composite	ADJ
fis-5120	69	34	concrete	concrete	NOUN
fis-5120	69	35	uses	use	VERB
fis-5120	69	36	random	random	ADJ
fis-5120	69	37	forest	forest	NOUN
fis-5120	69	38	(	(	PUNCT
fis-5120	69	39	rf	rf	NOUN
fis-5120	69	40	)	)	PUNCT
fis-5120	69	41	and	and	CCONJ
fis-5120	69	42	extreme	extreme	ADJ
fis-5120	69	43	gradient	gradient	NOUN
fis-5120	69	44	boosting	boost	VERB
fis-5120	69	45	(	(	PUNCT
fis-5120	69	46	xgboost	xgboost	ADV
fis-5120	69	47	)	)	PUNCT
fis-5120	69	48	;	;	PUNCT
fis-5120	69	49	helps	help	VERB
fis-5120	69	50	allocate	allocate	VERB
fis-5120	69	51	budgets	budget	NOUN
fis-5120	69	52	efficiently	efficiently	ADV
fis-5120	69	53	marine	marine	ADJ
fis-5120	69	54	concrete	concrete	ADJ
fis-5120	69	55	structures	structure	NOUN
fis-5120	69	56	[	[	X
fis-5120	69	57	11	11	NUM
fis-5120	69	58	]	]	PUNCT
fis-5120	69	59	diagnosing	diagnose	VERB
fis-5120	69	60	causes	cause	NOUN
fis-5120	69	61	of	of	ADP
fis-5120	69	62	distress	distress	NOUN
fis-5120	69	63	and	and	CCONJ
fis-5120	69	64	repairs	repair	NOUN
fis-5120	69	65	damaged	damage	VERB
fis-5120	69	66	composites	composite	NOUN
fis-5120	69	67	uses	use	VERB
fis-5120	69	68	decision	decision	NOUN
fis-5120	69	69	support	support	NOUN
fis-5120	69	70	system	system	NOUN
fis-5120	69	71	for	for	ADP
fis-5120	69	72	repair	repair	NOUN
fis-5120	69	73	management	management	NOUN
fis-5120	69	74	cfrpstrengthened	cfrpstrengthene	VERB
fis-5120	69	75	concrete	concrete	ADJ
fis-5120	69	76	structures	structure	NOUN
fis-5120	69	77	[	[	X
fis-5120	69	78	12	12	NUM
fis-5120	69	79	]	]	PUNCT
fis-5120	69	80	monitoring	monitor	VERB
fis-5120	69	81	failure	failure	NOUN
fis-5120	69	82	modes	mode	NOUN
fis-5120	69	83	damaged	damage	VERB
fis-5120	69	84	cfrp	cfrp	NOUN
fis-5120	69	85	uses	use	VERB
fis-5120	69	86	acoustic	acoustic	ADJ
fis-5120	69	87	emission	emission	NOUN
fis-5120	69	88	for	for	ADP
fis-5120	69	89	monitoring	monitor	VERB
fis-5120	69	90	concrete	concrete	ADJ
fis-5120	69	91	cylinders	cylinder	NOUN
fis-5120	69	92	[	[	X
fis-5120	69	93	13	13	NUM
fis-5120	69	94	]	]	PUNCT
fis-5120	69	95	estimating	estimate	VERB
fis-5120	69	96	ultimate	ultimate	ADJ
fis-5120	69	97	axial	axial	ADJ
fis-5120	69	98	strain	strain	NOUN
fis-5120	69	99	of	of	ADP
fis-5120	69	100	frpconfined	frpconfined	ADJ
fis-5120	69	101	concrete	concrete	ADJ
fis-5120	69	102	healthy	healthy	ADJ
fis-5120	69	103	frp	frp	PROPN
fis-5120	69	104	uses	use	VERB
fis-5120	69	105	explicit	explicit	ADJ
fis-5120	69	106	and	and	CCONJ
fis-5120	69	107	implicit	implicit	ADJ
fis-5120	69	108	algorithms	algorithms	NOUN
fis-5120	69	109	cantilever	cantilever	NOUN
fis-5120	69	110	beam	beam	NOUN
fis-5120	69	111	and	and	CCONJ
fis-5120	69	112	railway	railway	NOUN
fis-5120	69	113	bridge	bridge	NOUN
fis-5120	69	114	[	[	X
fis-5120	69	115	14	14	NUM
fis-5120	69	116	]	]	X
fis-5120	69	117	assessing	assess	VERB
fis-5120	69	118	dynamic	dynamic	ADJ
fis-5120	69	119	decision	decision	NOUN
fis-5120	69	120	-	-	PUNCT
fis-5120	69	121	making	make	VERB
fis-5120	69	122	capabilities	capability	NOUN
fis-5120	69	123	healthy	healthy	ADJ
fis-5120	69	124	metal	metal	NOUN
fis-5120	69	125	type	type	NOUN
fis-5120	69	126	uses	use	VERB
fis-5120	69	127	digital	digital	ADJ
fis-5120	69	128	twin	twin	ADJ
fis-5120	69	129	framework	framework	NOUN
fis-5120	69	130	;	;	PUNCT
fis-5120	69	131	tests	test	NOUN
fis-5120	69	132	with	with	ADP
fis-5120	69	133	high	high	ADJ
fis-5120	69	134	-	-	PUNCT
fis-5120	69	135	fidelity	fidelity	NOUN
fis-5120	69	136	simulation	simulation	NOUN
fis-5120	69	137	data	datum	NOUN
fis-5120	69	138	with	with	ADP
fis-5120	69	139	gaussian	gaussian	ADJ
fis-5120	69	140	noise	noise	NOUN
fis-5120	69	141	table	table	NOUN
fis-5120	69	142	1	1	NUM
fis-5120	69	143	:	:	PUNCT
fis-5120	69	144	structures	structure	VERB
fis-5120	69	145	information	information	NOUN
fis-5120	69	146	and	and	CCONJ
fis-5120	69	147	its	its	PRON
fis-5120	69	148	conditions	condition	NOUN
fis-5120	69	149	.	.	PUNCT
fis-5120	70	1	a.	a.	PROPN
fis-5120	70	2	anjum	anjum	PROPN
fis-5120	70	3	et	et	PROPN
fis-5120	70	4	alii	alii	PROPN
fis-5120	70	5	,	,	PUNCT
fis-5120	70	6	fracture	fracture	ADJ
fis-5120	70	7	and	and	CCONJ
fis-5120	70	8	structural	structural	ADJ
fis-5120	70	9	integrity	integrity	NOUN
fis-5120	70	10	,	,	PUNCT
fis-5120	70	11	71	71	NUM
fis-5120	70	12	(	(	PUNCT
fis-5120	70	13	2025	2025	NUM
fis-5120	70	14	)	)	PUNCT
fis-5120	70	15	164	164	NUM
fis-5120	70	16	-	-	SYM
fis-5120	70	17	181	181	NUM
fis-5120	70	18	;	;	PUNCT
fis-5120	70	19	doi	doi	NOUN
fis-5120	70	20	:	:	PUNCT
fis-5120	70	21	10.3221	10.3221	NUM
fis-5120	70	22	/	/	SYM
fis-5120	70	23	igf	igf	PROPN
fis-5120	70	24	-	-	PUNCT
fis-5120	70	25	esis.71.12	esis.71.12	PROPN
fis-5120	70	26	168	168	NUM
fis-5120	70	27	optimization	optimization	NOUN
fis-5120	70	28	methods	method	NOUN
fis-5120	70	29	n	n	CCONJ
fis-5120	70	30	civil	civil	ADJ
fis-5120	70	31	engineering	engineering	NOUN
fis-5120	70	32	,	,	PUNCT
fis-5120	70	33	optimization	optimization	NOUN
fis-5120	70	34	methods	method	NOUN
fis-5120	70	35	enhance	enhance	VERB
fis-5120	70	36	the	the	DET
fis-5120	70	37	design	design	NOUN
fis-5120	70	38	and	and	CCONJ
fis-5120	70	39	functionality	functionality	NOUN
fis-5120	70	40	of	of	ADP
fis-5120	70	41	structures	structure	NOUN
fis-5120	70	42	by	by	ADP
fis-5120	70	43	systematically	systematically	ADV
fis-5120	70	44	refining	refining	NOUN
fis-5120	70	45	parameters	parameter	NOUN
fis-5120	70	46	to	to	PART
fis-5120	70	47	achieve	achieve	VERB
fis-5120	70	48	goals	goal	NOUN
fis-5120	70	49	such	such	ADJ
fis-5120	70	50	as	as	ADP
fis-5120	70	51	strength	strength	NOUN
fis-5120	70	52	,	,	PUNCT
fis-5120	70	53	safety	safety	NOUN
fis-5120	70	54	,	,	PUNCT
fis-5120	70	55	and	and	CCONJ
fis-5120	70	56	cost	cost	NOUN
fis-5120	70	57	-	-	PUNCT
fis-5120	70	58	effectiveness	effectiveness	NOUN
fis-5120	70	59	.	.	PUNCT
fis-5120	71	1	techniques	technique	NOUN
fis-5120	71	2	such	such	ADJ
fis-5120	71	3	as	as	ADP
fis-5120	71	4	genetic	genetic	ADJ
fis-5120	71	5	algorithms	algorithm	NOUN
fis-5120	71	6	,	,	PUNCT
fis-5120	71	7	simulated	simulated	ADJ
fis-5120	71	8	annealing	annealing	NOUN
fis-5120	71	9	,	,	PUNCT
fis-5120	71	10	and	and	CCONJ
fis-5120	71	11	particle	particle	NOUN
fis-5120	71	12	swarm	swarm	NOUN
fis-5120	71	13	optimization	optimization	NOUN
fis-5120	71	14	evaluate	evaluate	VERB
fis-5120	71	15	different	different	ADJ
fis-5120	71	16	design	design	NOUN
fis-5120	71	17	alternatives	alternative	NOUN
fis-5120	71	18	to	to	PART
fis-5120	71	19	identify	identify	VERB
fis-5120	71	20	the	the	DET
fis-5120	71	21	best	good	ADJ
fis-5120	71	22	possible	possible	ADJ
fis-5120	71	23	solutions	solution	NOUN
fis-5120	71	24	.	.	PUNCT
fis-5120	72	1	these	these	DET
fis-5120	72	2	techniques	technique	NOUN
fis-5120	72	3	enhance	enhance	VERB
fis-5120	72	4	structural	structural	ADJ
fis-5120	72	5	reliability	reliability	NOUN
fis-5120	72	6	and	and	CCONJ
fis-5120	72	7	resource	resource	NOUN
fis-5120	72	8	management	management	NOUN
fis-5120	72	9	while	while	SCONJ
fis-5120	72	10	ensuring	ensure	VERB
fis-5120	72	11	compliance	compliance	NOUN
fis-5120	72	12	with	with	ADP
fis-5120	72	13	engineering	engineering	NOUN
fis-5120	72	14	standards	standard	NOUN
fis-5120	72	15	and	and	CCONJ
fis-5120	72	16	regulations	regulation	NOUN
fis-5120	72	17	.	.	PUNCT
fis-5120	73	1	in	in	ADP
fis-5120	73	2	this	this	DET
fis-5120	73	3	section	section	NOUN
fis-5120	73	4	,	,	PUNCT
fis-5120	73	5	a	a	DET
fis-5120	73	6	review	review	NOUN
fis-5120	73	7	has	have	AUX
fis-5120	73	8	been	be	AUX
fis-5120	73	9	made	make	VERB
fis-5120	73	10	on	on	ADP
fis-5120	73	11	a	a	DET
fis-5120	73	12	few	few	ADJ
fis-5120	73	13	common	common	ADJ
fis-5120	73	14	optimization	optimization	NOUN
fis-5120	73	15	techniques	technique	NOUN
fis-5120	73	16	that	that	PRON
fis-5120	73	17	were	be	AUX
fis-5120	73	18	utilized	utilize	VERB
fis-5120	73	19	in	in	ADP
fis-5120	73	20	recent	recent	ADJ
fis-5120	73	21	years	year	NOUN
fis-5120	73	22	to	to	PART
fis-5120	73	23	predict	predict	VERB
fis-5120	73	24	or	or	CCONJ
fis-5120	73	25	statistically	statistically	ADV
fis-5120	73	26	analyse	analyse	VERB
fis-5120	73	27	the	the	DET
fis-5120	73	28	civil	civil	ADJ
fis-5120	73	29	structural	structural	ADJ
fis-5120	73	30	application	application	NOUN
fis-5120	73	31	whether	whether	SCONJ
fis-5120	73	32	the	the	DET
fis-5120	73	33	structure	structure	NOUN
fis-5120	73	34	is	be	AUX
fis-5120	73	35	in	in	ADP
fis-5120	73	36	healthy	healthy	ADJ
fis-5120	73	37	or	or	CCONJ
fis-5120	73	38	unhealthy	unhealthy	ADJ
fis-5120	73	39	conditions	condition	NOUN
fis-5120	73	40	for	for	ADP
fis-5120	73	41	different	different	ADJ
fis-5120	73	42	types	type	NOUN
fis-5120	73	43	of	of	ADP
fis-5120	73	44	structures	structure	NOUN
fis-5120	73	45	.	.	PUNCT
fis-5120	74	1	artificial	artificial	ADJ
fis-5120	74	2	neural	neural	ADJ
fis-5120	74	3	networks	network	NOUN
fis-5120	74	4	artificial	artificial	ADJ
fis-5120	74	5	neural	neural	ADJ
fis-5120	74	6	networks	network	NOUN
fis-5120	74	7	(	(	PUNCT
fis-5120	74	8	anns	anns	NOUN
fis-5120	74	9	)	)	PUNCT
fis-5120	74	10	utilized	utilize	VERB
fis-5120	74	11	into	into	ADP
fis-5120	74	12	any	any	DET
fis-5120	74	13	engineering	engineering	NOUN
fis-5120	74	14	method	method	NOUN
fis-5120	74	15	for	for	ADP
fis-5120	74	16	analysing	analyse	VERB
fis-5120	74	17	data	datum	NOUN
fis-5120	74	18	.	.	PUNCT
fis-5120	75	1	wherever	wherever	SCONJ
fis-5120	75	2	huge	huge	ADJ
fis-5120	75	3	data	datum	NOUN
fis-5120	75	4	and	and	CCONJ
fis-5120	75	5	complex	complex	ADJ
fis-5120	75	6	problems	problem	NOUN
fis-5120	75	7	have	have	AUX
fis-5120	75	8	occurred	occur	VERB
fis-5120	75	9	then	then	ADV
fis-5120	75	10	anns	ann	NOUN
fis-5120	75	11	have	have	AUX
fis-5120	75	12	made	make	VERB
fis-5120	75	13	a	a	DET
fis-5120	75	14	major	major	ADJ
fis-5120	75	15	contribution	contribution	NOUN
fis-5120	75	16	in	in	ADP
fis-5120	75	17	solving	solve	VERB
fis-5120	75	18	such	such	ADJ
fis-5120	75	19	problems	problem	NOUN
fis-5120	75	20	.	.	PUNCT
fis-5120	76	1	anns	anns	PROPN
fis-5120	76	2	are	be	AUX
fis-5120	76	3	computational	computational	ADJ
fis-5120	76	4	models	model	NOUN
fis-5120	76	5	(	(	PUNCT
fis-5120	76	6	fig	fig	NOUN
fis-5120	76	7	.	.	PUNCT
fis-5120	77	1	3	3	X
fis-5120	77	2	)	)	PUNCT
fis-5120	77	3	inspired	inspire	VERB
fis-5120	77	4	by	by	ADP
fis-5120	77	5	the	the	DET
fis-5120	77	6	human	human	ADJ
fis-5120	77	7	brain	brain	NOUN
fis-5120	77	8	's	's	PART
fis-5120	77	9	neural	neural	ADJ
fis-5120	77	10	architecture	architecture	NOUN
fis-5120	77	11	,	,	PUNCT
fis-5120	77	12	capable	capable	ADJ
fis-5120	77	13	of	of	ADP
fis-5120	77	14	recognizing	recognize	VERB
fis-5120	77	15	patterns	pattern	NOUN
fis-5120	77	16	and	and	CCONJ
fis-5120	77	17	learning	learn	VERB
fis-5120	77	18	from	from	ADP
fis-5120	77	19	data	datum	NOUN
fis-5120	77	20	.	.	PUNCT
fis-5120	78	1	in	in	ADP
fis-5120	78	2	civil	civil	ADJ
fis-5120	78	3	engineering	engineering	NOUN
fis-5120	78	4	,	,	PUNCT
fis-5120	78	5	anns	ann	NOUN
fis-5120	78	6	are	be	AUX
fis-5120	78	7	increasingly	increasingly	ADV
fis-5120	78	8	utilized	utilize	VERB
fis-5120	78	9	for	for	ADP
fis-5120	78	10	various	various	ADJ
fis-5120	78	11	applications	application	NOUN
fis-5120	78	12	,	,	PUNCT
fis-5120	78	13	enhancing	enhance	VERB
fis-5120	78	14	the	the	DET
fis-5120	78	15	efficiency	efficiency	NOUN
fis-5120	78	16	and	and	CCONJ
fis-5120	78	17	accuracy	accuracy	NOUN
fis-5120	78	18	of	of	ADP
fis-5120	78	19	structural	structural	ADJ
fis-5120	78	20	analysis	analysis	NOUN
fis-5120	78	21	and	and	CCONJ
fis-5120	78	22	design	design	NOUN
fis-5120	78	23	.	.	PUNCT
fis-5120	79	1	they	they	PRON
fis-5120	79	2	are	be	AUX
fis-5120	79	3	particularly	particularly	ADV
fis-5120	79	4	useful	useful	ADJ
fis-5120	79	5	in	in	ADP
fis-5120	79	6	predicting	predict	VERB
fis-5120	79	7	the	the	DET
fis-5120	79	8	behavior	behavior	NOUN
fis-5120	79	9	of	of	ADP
fis-5120	79	10	complex	complex	ADJ
fis-5120	79	11	systems	system	NOUN
fis-5120	79	12	under	under	ADP
fis-5120	79	13	different	different	ADJ
fis-5120	79	14	loading	loading	NOUN
fis-5120	79	15	conditions	condition	NOUN
fis-5120	79	16	,	,	PUNCT
fis-5120	79	17	optimizing	optimize	VERB
fis-5120	79	18	material	material	NOUN
fis-5120	79	19	usage	usage	NOUN
fis-5120	79	20	,	,	PUNCT
fis-5120	79	21	and	and	CCONJ
fis-5120	79	22	monitoring	monitor	VERB
fis-5120	79	23	structural	structural	ADJ
fis-5120	79	24	health	health	NOUN
fis-5120	79	25	.	.	PUNCT
fis-5120	80	1	anns	anns	PROPN
fis-5120	80	2	can	can	AUX
fis-5120	80	3	analyses	analyse	VERB
fis-5120	80	4	vast	vast	ADJ
fis-5120	80	5	amounts	amount	NOUN
fis-5120	80	6	of	of	ADP
fis-5120	80	7	data	datum	NOUN
fis-5120	80	8	from	from	ADP
fis-5120	80	9	sensors	sensor	NOUN
fis-5120	80	10	embedded	embed	VERB
fis-5120	80	11	in	in	ADP
fis-5120	80	12	structures	structure	NOUN
fis-5120	80	13	,	,	PUNCT
fis-5120	80	14	identifying	identify	VERB
fis-5120	80	15	potential	potential	ADJ
fis-5120	80	16	issues	issue	NOUN
fis-5120	80	17	such	such	ADJ
fis-5120	80	18	as	as	ADP
fis-5120	80	19	cracks	crack	NOUN
fis-5120	80	20	or	or	CCONJ
fis-5120	80	21	deformations	deformation	NOUN
fis-5120	80	22	before	before	SCONJ
fis-5120	80	23	they	they	PRON
fis-5120	80	24	become	become	VERB
fis-5120	80	25	critical	critical	ADJ
fis-5120	80	26	.	.	PUNCT
fis-5120	81	1	this	this	DET
fis-5120	81	2	predictive	predictive	ADJ
fis-5120	81	3	maintenance	maintenance	NOUN
fis-5120	81	4	approach	approach	NOUN
fis-5120	81	5	not	not	PART
fis-5120	81	6	only	only	ADV
fis-5120	81	7	improves	improve	VERB
fis-5120	81	8	safety	safety	NOUN
fis-5120	81	9	but	but	CCONJ
fis-5120	81	10	also	also	ADV
fis-5120	81	11	reduces	reduce	VERB
fis-5120	81	12	repair	repair	NOUN
fis-5120	81	13	costs	cost	NOUN
fis-5120	81	14	.	.	PUNCT
fis-5120	82	1	additionally	additionally	ADV
fis-5120	82	2	,	,	PUNCT
fis-5120	82	3	anns	ann	NOUN
fis-5120	82	4	assist	assist	VERB
fis-5120	82	5	in	in	ADP
fis-5120	82	6	the	the	DET
fis-5120	82	7	design	design	NOUN
fis-5120	82	8	of	of	ADP
fis-5120	82	9	innovative	innovative	ADJ
fis-5120	82	10	materials	material	NOUN
fis-5120	82	11	and	and	CCONJ
fis-5120	82	12	construction	construction	NOUN
fis-5120	82	13	methods	method	NOUN
fis-5120	82	14	by	by	ADP
fis-5120	82	15	simulating	simulate	VERB
fis-5120	82	16	and	and	CCONJ
fis-5120	82	17	evaluating	evaluate	VERB
fis-5120	82	18	numerous	numerous	ADJ
fis-5120	82	19	scenarios	scenario	NOUN
fis-5120	82	20	,	,	PUNCT
fis-5120	82	21	leading	lead	VERB
fis-5120	82	22	to	to	ADP
fis-5120	82	23	more	more	ADV
fis-5120	82	24	resilient	resilient	ADJ
fis-5120	82	25	and	and	CCONJ
fis-5120	82	26	sustainable	sustainable	ADJ
fis-5120	82	27	structures	structure	NOUN
fis-5120	82	28	.	.	PUNCT
fis-5120	83	1	overall	overall	ADV
fis-5120	83	2	,	,	PUNCT
fis-5120	83	3	the	the	DET
fis-5120	83	4	integration	integration	NOUN
fis-5120	83	5	of	of	ADP
fis-5120	83	6	anns	anns	NOUN
fis-5120	83	7	in	in	ADP
fis-5120	83	8	civil	civil	ADJ
fis-5120	83	9	engineering	engineering	NOUN
fis-5120	83	10	significantly	significantly	ADV
fis-5120	83	11	advances	advance	VERB
fis-5120	83	12	the	the	DET
fis-5120	83	13	field	field	NOUN
fis-5120	83	14	,	,	PUNCT
fis-5120	83	15	ensuring	ensure	VERB
fis-5120	83	16	safer	safe	ADJ
fis-5120	83	17	,	,	PUNCT
fis-5120	83	18	more	more	ADV
fis-5120	83	19	efficient	efficient	ADJ
fis-5120	83	20	,	,	PUNCT
fis-5120	83	21	and	and	CCONJ
fis-5120	83	22	cost	cost	NOUN
fis-5120	83	23	-	-	PUNCT
fis-5120	83	24	effective	effective	ADJ
fis-5120	83	25	civil	civil	ADJ
fis-5120	83	26	structure	structure	NOUN
fis-5120	83	27	development	development	NOUN
fis-5120	83	28	.	.	PUNCT
fis-5120	84	1	figure	figure	VERB
fis-5120	84	2	3	3	NUM
fis-5120	84	3	:	:	PUNCT
fis-5120	84	4	sample	sample	NOUN
fis-5120	84	5	of	of	ADP
fis-5120	84	6	anns	anns	PROPN
fis-5120	84	7	computational	computational	ADJ
fis-5120	84	8	model	model	NOUN
fis-5120	84	9	.	.	PUNCT
fis-5120	85	1	recently	recently	ADV
fis-5120	85	2	a	a	DET
fis-5120	85	3	critical	critical	ADJ
fis-5120	85	4	review	review	NOUN
fis-5120	85	5	has	have	AUX
fis-5120	85	6	been	be	AUX
fis-5120	85	7	conducted	conduct	VERB
fis-5120	85	8	on	on	ADP
fis-5120	85	9	the	the	DET
fis-5120	85	10	ml	ml	PROPN
fis-5120	85	11	approach	approach	NOUN
fis-5120	85	12	which	which	PRON
fis-5120	85	13	is	be	AUX
fis-5120	85	14	the	the	DET
fis-5120	85	15	major	major	ADJ
fis-5120	85	16	topic	topic	NOUN
fis-5120	85	17	of	of	ADP
fis-5120	85	18	anns	anns	NOUN
fis-5120	85	19	[	[	X
fis-5120	85	20	15	15	NUM
fis-5120	85	21	]	]	PUNCT
fis-5120	85	22	.	.	PUNCT
fis-5120	86	1	in	in	ADP
fis-5120	86	2	their	their	PRON
fis-5120	86	3	review	review	NOUN
fis-5120	86	4	work	work	NOUN
fis-5120	86	5	,	,	PUNCT
fis-5120	86	6	they	they	PRON
fis-5120	86	7	have	have	AUX
fis-5120	86	8	extracted	extract	VERB
fis-5120	86	9	the	the	DET
fis-5120	86	10	advanced	advanced	ADJ
fis-5120	86	11	data	datum	NOUN
fis-5120	86	12	science	science	NOUN
fis-5120	86	13	approach	approach	NOUN
fis-5120	86	14	in	in	ADP
fis-5120	86	15	solving	solve	VERB
fis-5120	86	16	the	the	DET
fis-5120	86	17	civil	civil	ADJ
fis-5120	86	18	engineering	engineering	NOUN
fis-5120	86	19	problem	problem	NOUN
fis-5120	86	20	particularly	particularly	ADV
fis-5120	86	21	damage	damage	VERB
fis-5120	86	22	detection	detection	NOUN
fis-5120	86	23	in	in	ADP
fis-5120	86	24	the	the	DET
fis-5120	86	25	civil	civil	ADJ
fis-5120	86	26	structures	structure	NOUN
fis-5120	86	27	and	and	CCONJ
fis-5120	86	28	some	some	DET
fis-5120	86	29	other	other	ADJ
fis-5120	86	30	purposes	purpose	NOUN
fis-5120	86	31	.	.	PUNCT
fis-5120	87	1	based	base	VERB
fis-5120	87	2	on	on	ADP
fis-5120	87	3	their	their	PRON
fis-5120	87	4	review	review	NOUN
fis-5120	87	5	work	work	NOUN
fis-5120	87	6	,	,	PUNCT
fis-5120	87	7	it	it	PRON
fis-5120	87	8	has	have	AUX
fis-5120	87	9	been	be	AUX
fis-5120	87	10	found	find	VERB
fis-5120	87	11	that	that	SCONJ
fis-5120	87	12	optimization	optimization	NOUN
fis-5120	87	13	techniques	technique	NOUN
fis-5120	87	14	have	have	VERB
fis-5120	87	15	a	a	DET
fis-5120	87	16	major	major	ADJ
fis-5120	87	17	contributing	contribute	VERB
fis-5120	87	18	factor	factor	NOUN
fis-5120	87	19	in	in	ADP
fis-5120	87	20	solving	solve	VERB
fis-5120	87	21	the	the	DET
fis-5120	87	22	engineering	engineering	NOUN
fis-5120	87	23	problem	problem	NOUN
fis-5120	87	24	.	.	PUNCT
fis-5120	88	1	therefore	therefore	ADV
fis-5120	88	2	,	,	PUNCT
fis-5120	88	3	this	this	DET
fis-5120	88	4	section	section	NOUN
fis-5120	88	5	collects	collect	VERB
fis-5120	88	6	the	the	DET
fis-5120	88	7	work	work	NOUN
fis-5120	88	8	done	do	VERB
fis-5120	88	9	in	in	ADP
fis-5120	88	10	civil	civil	ADJ
fis-5120	88	11	structures	structure	NOUN
fis-5120	88	12	considering	consider	VERB
fis-5120	88	13	the	the	DET
fis-5120	88	14	anns	anns	NOUN
fis-5120	88	15	approach	approach	NOUN
fis-5120	88	16	.	.	PUNCT
fis-5120	89	1	this	this	DET
fis-5120	89	2	information	information	NOUN
fis-5120	89	3	will	will	AUX
fis-5120	89	4	help	help	VERB
fis-5120	89	5	conduct	conduct	VERB
fis-5120	89	6	quality	quality	NOUN
fis-5120	89	7	research	research	NOUN
fis-5120	89	8	in	in	ADP
fis-5120	89	9	solving	solve	VERB
fis-5120	89	10	complex	complex	ADJ
fis-5120	89	11	problems	problem	NOUN
fis-5120	89	12	with	with	ADP
fis-5120	89	13	cutting	cut	VERB
fis-5120	89	14	-	-	PUNCT
fis-5120	89	15	edge	edge	NOUN
fis-5120	89	16	technology	technology	NOUN
fis-5120	89	17	.	.	PUNCT
fis-5120	90	1	an	an	DET
fis-5120	90	2	overview	overview	NOUN
fis-5120	90	3	of	of	ADP
fis-5120	90	4	ann	ann	PROPN
fis-5120	90	5	application	application	NOUN
fis-5120	90	6	for	for	ADP
fis-5120	90	7	civil	civil	ADJ
fis-5120	90	8	engineering	engineering	NOUN
fis-5120	90	9	studies	study	NOUN
fis-5120	90	10	has	have	AUX
fis-5120	90	11	been	be	AUX
fis-5120	90	12	illustrated	illustrate	VERB
fis-5120	90	13	in	in	ADP
fis-5120	90	14	fig	fig	NOUN
fis-5120	90	15	.	.	PUNCT
fis-5120	91	1	4	4	X
fis-5120	91	2	.	.	X
fis-5120	91	3	i	i	PRON
fis-5120	91	4	a.	a.	PROPN
fis-5120	91	5	anjum	anjum	PROPN
fis-5120	91	6	et	et	PROPN
fis-5120	91	7	alii	alii	PROPN
fis-5120	91	8	,	,	PUNCT
fis-5120	91	9	fracture	fracture	ADJ
fis-5120	91	10	and	and	CCONJ
fis-5120	91	11	structural	structural	ADJ
fis-5120	91	12	integrity	integrity	NOUN
fis-5120	91	13	,	,	PUNCT
fis-5120	91	14	71	71	NUM
fis-5120	91	15	(	(	PUNCT
fis-5120	91	16	2025	2025	NUM
fis-5120	91	17	)	)	PUNCT
fis-5120	91	18	164	164	NUM
fis-5120	91	19	-	-	SYM
fis-5120	91	20	181	181	NUM
fis-5120	91	21	;	;	PUNCT
fis-5120	91	22	doi	doi	NOUN
fis-5120	91	23	:	:	PUNCT
fis-5120	91	24	10.3221	10.3221	NUM
fis-5120	91	25	/	/	SYM
fis-5120	91	26	igf	igf	PROPN
fis-5120	91	27	-	-	PUNCT
fis-5120	91	28	esis.71.12	esis.71.12	PROPN
fis-5120	91	29	169	169	NUM
fis-5120	91	30	figure	figure	NOUN
fis-5120	91	31	4	4	NUM
fis-5120	91	32	:	:	PUNCT
fis-5120	91	33	application	application	NOUN
fis-5120	91	34	of	of	ADP
fis-5120	91	35	ann	ann	PROPN
fis-5120	91	36	in	in	ADP
fis-5120	91	37	civil	civil	ADJ
fis-5120	91	38	engineering	engineering	NOUN
fis-5120	91	39	.	.	PUNCT
fis-5120	92	1	research	research	NOUN
fis-5120	92	2	spans	span	VERB
fis-5120	92	3	various	various	ADJ
fis-5120	92	4	fields	field	NOUN
fis-5120	92	5	,	,	PUNCT
fis-5120	92	6	including	include	VERB
fis-5120	92	7	environmental	environmental	ADJ
fis-5120	92	8	construction	construction	NOUN
fis-5120	92	9	,	,	PUNCT
fis-5120	92	10	genetic	genetic	ADJ
fis-5120	92	11	science	science	NOUN
fis-5120	92	12	,	,	PUNCT
fis-5120	92	13	seismic	seismic	ADJ
fis-5120	92	14	engineering	engineering	NOUN
fis-5120	92	15	,	,	PUNCT
fis-5120	92	16	and	and	CCONJ
fis-5120	92	17	geohazard	geohazard	NOUN
fis-5120	92	18	mitigation	mitigation	NOUN
fis-5120	92	19	,	,	PUNCT
fis-5120	92	20	alongside	alongside	ADP
fis-5120	92	21	the	the	DET
fis-5120	92	22	investigation	investigation	NOUN
fis-5120	92	23	of	of	ADP
fis-5120	92	24	relevant	relevant	ADJ
fis-5120	92	25	processes	process	NOUN
fis-5120	92	26	and	and	CCONJ
fis-5120	92	27	materials	material	NOUN
fis-5120	92	28	.	.	PUNCT
fis-5120	93	1	these	these	DET
fis-5120	93	2	areas	area	NOUN
fis-5120	93	3	contend	contend	VERB
fis-5120	93	4	with	with	ADP
fis-5120	93	5	substantial	substantial	ADJ
fis-5120	93	6	amounts	amount	NOUN
fis-5120	93	7	of	of	ADP
fis-5120	93	8	big	big	ADJ
fis-5120	93	9	data	datum	NOUN
fis-5120	93	10	and	and	CCONJ
fis-5120	93	11	complex	complex	ADJ
fis-5120	93	12	iterative	iterative	ADJ
fis-5120	93	13	algorithms	algorithm	NOUN
fis-5120	93	14	.	.	PUNCT
fis-5120	94	1	to	to	PART
fis-5120	94	2	address	address	VERB
fis-5120	94	3	computational	computational	ADJ
fis-5120	94	4	complexity	complexity	NOUN
fis-5120	94	5	,	,	PUNCT
fis-5120	94	6	approaches	approach	NOUN
fis-5120	94	7	involve	involve	VERB
fis-5120	94	8	decreasing	decrease	VERB
fis-5120	94	9	computing	compute	VERB
fis-5120	94	10	iterations	iteration	NOUN
fis-5120	94	11	using	use	VERB
fis-5120	94	12	artificial	artificial	ADJ
fis-5120	94	13	intelligence	intelligence	NOUN
fis-5120	94	14	or	or	CCONJ
fis-5120	94	15	conditional	conditional	ADJ
fis-5120	94	16	algorithms	algorithm	NOUN
fis-5120	94	17	or	or	CCONJ
fis-5120	94	18	reducing	reduce	VERB
fis-5120	94	19	the	the	DET
fis-5120	94	20	duration	duration	NOUN
fis-5120	94	21	of	of	ADP
fis-5120	94	22	each	each	DET
fis-5120	94	23	iteration	iteration	NOUN
fis-5120	94	24	through	through	ADP
fis-5120	94	25	data	datum	NOUN
fis-5120	94	26	filtration	filtration	NOUN
fis-5120	94	27	and	and	CCONJ
fis-5120	94	28	quantization	quantization	NOUN
fis-5120	94	29	.	.	PUNCT
fis-5120	95	1	enhancing	enhance	VERB
fis-5120	95	2	computing	computing	NOUN
fis-5120	95	3	capabilities	capability	NOUN
fis-5120	95	4	can	can	AUX
fis-5120	95	5	be	be	AUX
fis-5120	95	6	achieved	achieve	VERB
fis-5120	95	7	through	through	ADP
fis-5120	95	8	technological	technological	ADJ
fis-5120	95	9	shifts	shift	NOUN
fis-5120	95	10	like	like	ADP
fis-5120	95	11	transitioning	transition	VERB
fis-5120	95	12	to	to	ADP
fis-5120	95	13	silicon	silicon	NOUN
fis-5120	95	14	(	(	PUNCT
fis-5120	95	15	si	si	NOUN
fis-5120	95	16	)	)	PUNCT
fis-5120	95	17	or	or	CCONJ
fis-5120	95	18	gallium	gallium	NOUN
fis-5120	95	19	arsenide	arsenide	NOUN
fis-5120	95	20	(	(	PUNCT
fis-5120	95	21	gaas	gaas	NOUN
fis-5120	95	22	)	)	PUNCT
fis-5120	95	23	and	and	CCONJ
fis-5120	95	24	by	by	ADP
fis-5120	95	25	altering	alter	VERB
fis-5120	95	26	paradigms	paradigm	NOUN
fis-5120	95	27	such	such	ADJ
fis-5120	95	28	as	as	ADP
fis-5120	95	29	control	control	NOUN
fis-5120	95	30	flow	flow	NOUN
fis-5120	95	31	or	or	CCONJ
fis-5120	95	32	data	data	NOUN
fis-5120	95	33	flow	flow	NOUN
fis-5120	95	34	[	[	X
fis-5120	95	35	16	16	NUM
fis-5120	95	36	]	]	PUNCT
fis-5120	95	37	.	.	PUNCT
fis-5120	96	1	the	the	DET
fis-5120	96	2	study	study	NOUN
fis-5120	96	3	explored	explore	VERB
fis-5120	96	4	how	how	SCONJ
fis-5120	96	5	anns	anns	NOUN
fis-5120	96	6	could	could	AUX
fis-5120	96	7	analyze	analyze	VERB
fis-5120	96	8	building	build	VERB
fis-5120	96	9	details	detail	NOUN
fis-5120	96	10	to	to	PART
fis-5120	96	11	predict	predict	VERB
fis-5120	96	12	construction	construction	NOUN
fis-5120	96	13	project	project	NOUN
fis-5120	96	14	costs	cost	NOUN
fis-5120	96	15	and	and	CCONJ
fis-5120	96	16	durations	duration	NOUN
fis-5120	96	17	.	.	PUNCT
fis-5120	97	1	using	use	VERB
fis-5120	97	2	matlab	matlab	PROPN
fis-5120	97	3	,	,	PUNCT
fis-5120	97	4	a	a	DET
fis-5120	97	5	forward	forward	ADV
fis-5120	97	6	-	-	PUNCT
fis-5120	97	7	feeding	feed	VERB
fis-5120	97	8	neural	neural	ADJ
fis-5120	97	9	network	network	NOUN
fis-5120	97	10	utilizing	utilize	VERB
fis-5120	97	11	the	the	DET
fis-5120	97	12	levenberg	levenberg	PROPN
fis-5120	97	13	–	–	PUNCT
fis-5120	97	14	marquardt	marquardt	PROPN
fis-5120	97	15	training	training	NOUN
fis-5120	97	16	method	method	NOUN
fis-5120	97	17	and	and	CCONJ
fis-5120	97	18	mean	mean	VERB
fis-5120	97	19	squared	square	VERB
fis-5120	97	20	error	error	NOUN
fis-5120	97	21	(	(	PUNCT
fis-5120	97	22	mse	mse	NOUN
fis-5120	97	23	)	)	PUNCT
fis-5120	97	24	as	as	SCONJ
fis-5120	97	25	the	the	DET
fis-5120	97	26	performance	performance	NOUN
fis-5120	97	27	metric	metric	NOUN
fis-5120	97	28	was	be	AUX
fis-5120	97	29	employed	employ	VERB
fis-5120	97	30	to	to	PART
fis-5120	97	31	attain	attain	VERB
fis-5120	97	32	an	an	DET
fis-5120	97	33	optimized	optimize	VERB
fis-5120	97	34	network	network	NOUN
fis-5120	97	35	architecture	architecture	NOUN
fis-5120	98	1	[	[	X
fis-5120	98	2	17	17	NUM
fis-5120	98	3	]	]	PUNCT
fis-5120	98	4	.	.	PUNCT
fis-5120	99	1	additionally	additionally	ADV
fis-5120	99	2	,	,	PUNCT
fis-5120	99	3	the	the	DET
fis-5120	99	4	dependability	dependability	NOUN
fis-5120	99	5	anns	anns	NOUN
fis-5120	99	6	were	be	AUX
fis-5120	99	7	used	use	VERB
fis-5120	99	8	to	to	PART
fis-5120	99	9	forecast	forecast	VERB
fis-5120	99	10	the	the	DET
fis-5120	99	11	embedment	embedment	ADJ
fis-5120	99	12	depth	depth	NOUN
fis-5120	99	13	as	as	SCONJ
fis-5120	99	14	the	the	DET
fis-5120	99	15	form	form	NOUN
fis-5120	99	16	was	be	AUX
fis-5120	99	17	used	use	VERB
fis-5120	99	18	to	to	PART
fis-5120	99	19	investigate	investigate	VERB
fis-5120	99	20	cantilever	cantilever	NOUN
fis-5120	99	21	sheet	sheet	NOUN
fis-5120	99	22	pile	pile	ADJ
fis-5120	99	23	walls	wall	NOUN
fis-5120	99	24	embedded	embed	VERB
fis-5120	99	25	in	in	ADP
fis-5120	99	26	cohesive	cohesive	ADJ
fis-5120	99	27	soil	soil	NOUN
fis-5120	99	28	.	.	PUNCT
fis-5120	100	1	artificial	artificial	ADJ
fis-5120	100	2	bee	bee	NOUN
fis-5120	100	3	colonies	colony	NOUN
fis-5120	100	4	,	,	PUNCT
fis-5120	100	5	ant	ant	ADJ
fis-5120	100	6	colonies	colony	NOUN
fis-5120	100	7	,	,	PUNCT
fis-5120	100	8	and	and	CCONJ
fis-5120	100	9	teaching	teaching	NOUN
fis-5120	100	10	-	-	PUNCT
fis-5120	100	11	learning	learning	NOUN
fis-5120	100	12	-	-	PUNCT
fis-5120	100	13	based	base	VERB
fis-5120	100	14	optimization	optimization	NOUN
fis-5120	100	15	are	be	AUX
fis-5120	100	16	examples	example	NOUN
fis-5120	100	17	of	of	ADP
fis-5120	100	18	optimization	optimization	NOUN
fis-5120	100	19	strategies	strategy	NOUN
fis-5120	100	20	that	that	PRON
fis-5120	100	21	were	be	AUX
fis-5120	100	22	employed	employ	VERB
fis-5120	100	23	to	to	PART
fis-5120	100	24	enhance	enhance	VERB
fis-5120	100	25	accuracy	accuracy	NOUN
fis-5120	100	26	[	[	X
fis-5120	100	27	18	18	NUM
fis-5120	100	28	]	]	PUNCT
fis-5120	100	29	.	.	PUNCT
fis-5120	101	1	a	a	DET
fis-5120	101	2	novel	novel	ADJ
fis-5120	101	3	approach	approach	NOUN
fis-5120	101	4	for	for	ADP
fis-5120	101	5	forecasting	forecast	VERB
fis-5120	101	6	the	the	DET
fis-5120	101	7	strength	strength	NOUN
fis-5120	101	8	and	and	CCONJ
fis-5120	101	9	performing	perform	VERB
fis-5120	101	10	multi	multi	ADJ
fis-5120	101	11	-	-	ADJ
fis-5120	101	12	objective	objective	ADJ
fis-5120	101	13	optimization	optimization	NOUN
fis-5120	101	14	(	(	PUNCT
fis-5120	101	15	moo	moo	NOUN
fis-5120	101	16	)	)	PUNCT
fis-5120	101	17	of	of	ADP
fis-5120	101	18	ultra	ultra	ADJ
fis-5120	101	19	-	-	ADJ
fis-5120	101	20	highperformance	highperformance	ADJ
fis-5120	101	21	concrete	concrete	NOUN
fis-5120	101	22	(	(	PUNCT
fis-5120	101	23	uhpc	uhpc	NOUN
fis-5120	101	24	)	)	PUNCT
fis-5120	101	25	was	be	AUX
fis-5120	101	26	developed	develop	VERB
fis-5120	101	27	,	,	PUNCT
fis-5120	101	28	promoting	promote	VERB
fis-5120	101	29	sustainable	sustainable	ADJ
fis-5120	101	30	construction	construction	NOUN
fis-5120	101	31	practices	practice	NOUN
fis-5120	101	32	.	.	PUNCT
fis-5120	102	1	various	various	ADJ
fis-5120	102	2	ml	ml	NOUN
fis-5120	102	3	models	model	NOUN
fis-5120	102	4	based	base	VERB
fis-5120	102	5	on	on	ADP
fis-5120	102	6	tree	tree	NOUN
fis-5120	102	7	and	and	CCONJ
fis-5120	102	8	boosting	boost	VERB
fis-5120	102	9	ensembles	ensemble	NOUN
fis-5120	102	10	were	be	AUX
fis-5120	102	11	combined	combine	VERB
fis-5120	102	12	to	to	PART
fis-5120	102	13	create	create	VERB
fis-5120	102	14	a	a	DET
fis-5120	102	15	reliable	reliable	ADJ
fis-5120	102	16	prediction	prediction	NOUN
fis-5120	102	17	tool	tool	NOUN
fis-5120	102	18	for	for	ADP
fis-5120	102	19	uhpc	uhpc	NOUN
fis-5120	102	20	's	's	PART
fis-5120	102	21	uniaxial	uniaxial	ADJ
fis-5120	102	22	cs	cs	PROPN
fis-5120	102	23	,	,	PUNCT
fis-5120	102	24	incorporated	incorporate	VERB
fis-5120	102	25	into	into	ADP
fis-5120	102	26	a	a	DET
fis-5120	102	27	super	super	ADJ
fis-5120	102	28	learner	learner	NOUN
fis-5120	102	29	model	model	NOUN
fis-5120	102	30	for	for	ADP
fis-5120	102	31	moo	moo	NOUN
fis-5120	103	1	[	[	X
fis-5120	103	2	19	19	NUM
fis-5120	103	3	]	]	PUNCT
fis-5120	103	4	.	.	PUNCT
fis-5120	104	1	enhanced	enhance	VERB
fis-5120	104	2	rao	rao	PROPN
fis-5120	104	3	algorithms	algorithm	NOUN
fis-5120	104	4	(	(	PUNCT
fis-5120	104	5	erao	erao	PROPN
fis-5120	104	6	)	)	PUNCT
fis-5120	104	7	,	,	PUNCT
fis-5120	104	8	incorporating	incorporate	VERB
fis-5120	104	9	an	an	DET
fis-5120	104	10	enhanced	enhanced	ADJ
fis-5120	104	11	statistically	statistically	ADV
fis-5120	104	12	regenerated	regenerate	VERB
fis-5120	104	13	method	method	NOUN
fis-5120	104	14	,	,	PUNCT
fis-5120	104	15	were	be	AUX
fis-5120	104	16	applied	apply	VERB
fis-5120	104	17	to	to	ADP
fis-5120	104	18	structural	structural	ADJ
fis-5120	104	19	design	design	NOUN
fis-5120	104	20	optimization	optimization	NOUN
fis-5120	104	21	problems	problem	NOUN
fis-5120	104	22	,	,	PUNCT
fis-5120	104	23	demonstrating	demonstrate	VERB
fis-5120	104	24	effective	effective	ADJ
fis-5120	104	25	solutions	solution	NOUN
fis-5120	104	26	for	for	ADP
fis-5120	104	27	addressing	address	VERB
fis-5120	104	28	constraints	constraint	NOUN
fis-5120	104	29	in	in	ADP
fis-5120	104	30	structural	structural	ADJ
fis-5120	104	31	design	design	NOUN
fis-5120	104	32	[	[	X
fis-5120	104	33	20	20	NUM
fis-5120	104	34	]	]	PUNCT
fis-5120	104	35	.	.	PUNCT
fis-5120	105	1	for	for	ADP
fis-5120	105	2	seismic	seismic	ADJ
fis-5120	105	3	slope	slope	NOUN
fis-5120	105	4	stability	stability	NOUN
fis-5120	105	5	analysis	analysis	NOUN
fis-5120	105	6	,	,	PUNCT
fis-5120	105	7	a	a	DET
fis-5120	105	8	sequential	sequential	ADJ
fis-5120	105	9	hybrid	hybrid	ADJ
fis-5120	105	10	optimization	optimization	NOUN
fis-5120	105	11	method	method	NOUN
fis-5120	105	12	integrating	integrate	VERB
fis-5120	105	13	the	the	DET
fis-5120	105	14	tunicate	tunicate	NOUN
fis-5120	105	15	swarm	swarm	NOUN
fis-5120	105	16	algorithm	algorithm	NOUN
fis-5120	105	17	(	(	PUNCT
fis-5120	105	18	tsa	tsa	PROPN
fis-5120	105	19	)	)	PUNCT
fis-5120	105	20	and	and	CCONJ
fis-5120	105	21	pattern	pattern	NOUN
fis-5120	105	22	search	search	NOUN
fis-5120	105	23	(	(	PUNCT
fis-5120	105	24	ps	ps	NOUN
fis-5120	105	25	)	)	PUNCT
fis-5120	105	26	was	be	AUX
fis-5120	105	27	proposed	propose	VERB
fis-5120	105	28	to	to	PART
fis-5120	105	29	tackle	tackle	VERB
fis-5120	105	30	the	the	DET
fis-5120	105	31	minimum	minimum	NOUN
fis-5120	105	32	fos	fos	NOUN
fis-5120	105	33	related	relate	VERB
fis-5120	105	34	to	to	ADP
fis-5120	105	35	critical	critical	ADJ
fis-5120	105	36	failure	failure	NOUN
fis-5120	105	37	surfaces	surface	NOUN
fis-5120	105	38	[	[	X
fis-5120	105	39	21	21	NUM
fis-5120	105	40	]	]	PUNCT
fis-5120	105	41	.	.	PUNCT
fis-5120	106	1	the	the	DET
fis-5120	106	2	cascade	cascade	NOUN
fis-5120	106	3	optimization	optimization	NOUN
fis-5120	106	4	technique	technique	NOUN
fis-5120	106	5	,	,	PUNCT
fis-5120	106	6	incorporating	incorporate	VERB
fis-5120	106	7	a	a	DET
fis-5120	106	8	genetic	genetic	ADJ
fis-5120	106	9	algorithm	algorithm	NOUN
fis-5120	106	10	,	,	PUNCT
fis-5120	106	11	was	be	AUX
fis-5120	106	12	developed	develop	VERB
fis-5120	106	13	to	to	PART
fis-5120	106	14	attain	attain	VERB
fis-5120	106	15	the	the	DET
fis-5120	106	16	optimal	optimal	ADJ
fis-5120	106	17	design	design	NOUN
fis-5120	106	18	of	of	ADP
fis-5120	106	19	rc	rc	PROPN
fis-5120	106	20	frame	frame	NOUN
fis-5120	106	21	structures	structure	NOUN
fis-5120	106	22	significantly	significantly	ADV
fis-5120	106	23	reducing	reduce	VERB
fis-5120	106	24	time	time	NOUN
fis-5120	106	25	and	and	CCONJ
fis-5120	106	26	optimizing	optimize	VERB
fis-5120	106	27	large	large	ADJ
fis-5120	106	28	-	-	PUNCT
fis-5120	106	29	scale	scale	NOUN
fis-5120	106	30	concrete	concrete	ADJ
fis-5120	106	31	structures	structure	NOUN
fis-5120	107	1	[	[	X
fis-5120	107	2	22	22	NUM
fis-5120	107	3	]	]	PUNCT
fis-5120	107	4	.	.	PUNCT
fis-5120	108	1	tab	tab	NOUN
fis-5120	108	2	.	.	PUNCT
fis-5120	108	3	2	2	NUM
fis-5120	108	4	illustrates	illustrate	VERB
fis-5120	108	5	the	the	DET
fis-5120	108	6	anns	anns	PROPN
fis-5120	108	7	approach	approach	NOUN
fis-5120	108	8	limitation	limitation	NOUN
fis-5120	108	9	and	and	CCONJ
fis-5120	108	10	challenges	challenge	NOUN
fis-5120	108	11	in	in	ADP
fis-5120	108	12	civil	civil	ADJ
fis-5120	108	13	engineering	engineering	NOUN
fis-5120	108	14	structures	structure	NOUN
fis-5120	108	15	.	.	PUNCT
fis-5120	109	1	a.	a.	PROPN
fis-5120	109	2	anjum	anjum	PROPN
fis-5120	109	3	et	et	PROPN
fis-5120	109	4	alii	alii	PROPN
fis-5120	109	5	,	,	PUNCT
fis-5120	109	6	fracture	fracture	ADJ
fis-5120	109	7	and	and	CCONJ
fis-5120	109	8	structural	structural	ADJ
fis-5120	109	9	integrity	integrity	NOUN
fis-5120	109	10	,	,	PUNCT
fis-5120	109	11	71	71	NUM
fis-5120	109	12	(	(	PUNCT
fis-5120	109	13	2025	2025	NUM
fis-5120	109	14	)	)	PUNCT
fis-5120	109	15	164	164	NUM
fis-5120	109	16	-	-	SYM
fis-5120	109	17	181	181	NUM
fis-5120	109	18	;	;	PUNCT
fis-5120	109	19	doi	doi	NOUN
fis-5120	109	20	:	:	PUNCT
fis-5120	109	21	10.3221	10.3221	NUM
fis-5120	109	22	/	/	SYM
fis-5120	109	23	igf	igf	PROPN
fis-5120	109	24	-	-	PUNCT
fis-5120	109	25	esis.71.12	esis.71.12	PROPN
fis-5120	109	26	170	170	NUM
fis-5120	109	27	application	application	NOUN
fis-5120	109	28	authors	author	NOUN
fis-5120	109	29	'	'	PART
fis-5120	109	30	aim	aim	NOUN
fis-5120	109	31	limitation	limitation	NOUN
fis-5120	109	32	/	/	SYM
fis-5120	109	33	challenge	challenge	NOUN
fis-5120	109	34	references	reference	NOUN
fis-5120	109	35	predicting	predict	VERB
fis-5120	109	36	construction	construction	NOUN
fis-5120	109	37	project	project	NOUN
fis-5120	109	38	costs	cost	VERB
fis-5120	109	39	analyses	analysis	NOUN
fis-5120	109	40	building	build	VERB
fis-5120	109	41	details	detail	NOUN
fis-5120	109	42	to	to	PART
fis-5120	109	43	predict	predict	VERB
fis-5120	109	44	project	project	NOUN
fis-5120	109	45	costs	cost	NOUN
fis-5120	109	46	and	and	CCONJ
fis-5120	109	47	durations	duration	NOUN
fis-5120	109	48	using	use	VERB
fis-5120	109	49	anns	ann	NOUN
fis-5120	109	50	requires	require	VERB
fis-5120	109	51	extensive	extensive	ADJ
fis-5120	109	52	historical	historical	ADJ
fis-5120	109	53	data	datum	NOUN
fis-5120	109	54	and	and	CCONJ
fis-5120	109	55	precise	precise	ADJ
fis-5120	109	56	network	network	NOUN
fis-5120	109	57	architecture	architecture	NOUN
fis-5120	109	58	tuning	tune	VERB
fis-5120	109	59	for	for	ADP
fis-5120	109	60	accurate	accurate	ADJ
fis-5120	109	61	predictions	prediction	NOUN
fis-5120	109	62	[	[	X
fis-5120	109	63	17	17	NUM
fis-5120	109	64	]	]	PUNCT
fis-5120	109	65	and	and	CCONJ
fis-5120	109	66	sheet	sheet	NOUN
fis-5120	109	67	piles	pile	NOUN
fis-5120	109	68	embedment	embedment	ADJ
fis-5120	109	69	depth	depth	NOUN
fis-5120	109	70	examine	examine	VERB
fis-5120	109	71	the	the	DET
fis-5120	109	72	dependability	dependability	NOUN
fis-5120	109	73	of	of	ADP
fis-5120	109	74	overhanging	overhang	VERB
fis-5120	109	75	sheet	sheet	NOUN
fis-5120	109	76	pile	pile	ADJ
fis-5120	109	77	barriers	barrier	NOUN
fis-5120	109	78	and	and	CCONJ
fis-5120	109	79	predict	predict	VERB
fis-5120	109	80	embedment	embedment	ADJ
fis-5120	109	81	depth	depth	NOUN
fis-5120	109	82	using	use	VERB
fis-5120	109	83	anns	anns	ADJ
fis-5120	109	84	dependence	dependence	NOUN
fis-5120	109	85	on	on	ADP
fis-5120	109	86	accurate	accurate	ADJ
fis-5120	109	87	soil	soil	NOUN
fis-5120	109	88	property	property	NOUN
fis-5120	109	89	data	datum	NOUN
fis-5120	109	90	and	and	CCONJ
fis-5120	109	91	high	high	ADJ
fis-5120	109	92	computational	computational	ADJ
fis-5120	109	93	resources	resource	NOUN
fis-5120	109	94	for	for	ADP
fis-5120	109	95	complex	complex	ADJ
fis-5120	109	96	optimization	optimization	NOUN
fis-5120	109	97	techniques	technique	NOUN
fis-5120	109	98	[	[	X
fis-5120	109	99	18	18	NUM
fis-5120	109	100	]	]	SYM
fis-5120	109	101	uhpc	uhpc	NOUN
fis-5120	109	102	strength	strength	NOUN
fis-5120	109	103	prediction	prediction	NOUN
fis-5120	109	104	create	create	VERB
fis-5120	109	105	a	a	DET
fis-5120	109	106	reliable	reliable	ADJ
fis-5120	109	107	prediction	prediction	NOUN
fis-5120	109	108	tool	tool	NOUN
fis-5120	109	109	for	for	ADP
fis-5120	109	110	uhpc	uhpc	NOUN
fis-5120	109	111	's	's	PART
fis-5120	109	112	uniaxial	uniaxial	ADJ
fis-5120	109	113	cs	c	NOUN
fis-5120	109	114	and	and	CCONJ
fis-5120	109	115	conduct	conduct	VERB
fis-5120	109	116	moo	moo	NOUN
fis-5120	109	117	requires	require	VERB
fis-5120	109	118	comprehensive	comprehensive	ADJ
fis-5120	109	119	data	datum	NOUN
fis-5120	109	120	on	on	ADP
fis-5120	109	121	material	material	NOUN
fis-5120	109	122	properties	property	NOUN
fis-5120	109	123	;	;	PUNCT
fis-5120	109	124	ensemble	ensemble	ADJ
fis-5120	109	125	models	model	NOUN
fis-5120	109	126	can	can	AUX
fis-5120	109	127	be	be	AUX
fis-5120	109	128	resourceintensive	resourceintensive	ADJ
fis-5120	109	129	to	to	PART
fis-5120	109	130	train	train	VERB
fis-5120	109	131	and	and	CCONJ
fis-5120	109	132	validate	validate	VERB
fis-5120	109	133	[	[	X
fis-5120	109	134	19	19	NUM
fis-5120	109	135	]	]	PUNCT
fis-5120	109	136	structural	structural	ADJ
fis-5120	109	137	design	design	NOUN
fis-5120	109	138	optimization	optimization	NOUN
fis-5120	109	139	address	address	NOUN
fis-5120	109	140	structural	structural	ADJ
fis-5120	109	141	design	design	NOUN
fis-5120	109	142	problems	problem	NOUN
fis-5120	109	143	using	use	VERB
fis-5120	109	144	enhanced	enhanced	ADJ
fis-5120	109	145	rao	rao	NOUN
fis-5120	109	146	algorithms	algorithm	NOUN
fis-5120	109	147	enhanced	enhance	VERB
fis-5120	109	148	rao	rao	NOUN
fis-5120	109	149	algorithms	algorithm	NOUN
fis-5120	109	150	need	need	VERB
fis-5120	109	151	high	high	ADJ
fis-5120	109	152	computational	computational	ADJ
fis-5120	109	153	power	power	NOUN
fis-5120	109	154	for	for	ADP
fis-5120	109	155	large	large	ADJ
fis-5120	109	156	-	-	PUNCT
fis-5120	109	157	scale	scale	NOUN
fis-5120	109	158	problems	problem	NOUN
fis-5120	109	159	and	and	CCONJ
fis-5120	109	160	accurate	accurate	ADJ
fis-5120	109	161	boundary	boundary	NOUN
fis-5120	109	162	handling	handling	NOUN
fis-5120	109	163	[	[	X
fis-5120	109	164	20	20	NUM
fis-5120	109	165	]	]	X
fis-5120	109	166	seismic	seismic	ADJ
fis-5120	109	167	slope	slope	NOUN
fis-5120	109	168	stability	stability	NOUN
fis-5120	109	169	analysis	analysis	NOUN
fis-5120	109	170	introduce	introduce	VERB
fis-5120	109	171	a	a	DET
fis-5120	109	172	hybrid	hybrid	ADJ
fis-5120	109	173	optimization	optimization	NOUN
fis-5120	109	174	algorithm	algorithm	NOUN
fis-5120	109	175	for	for	ADP
fis-5120	109	176	analysing	analyse	VERB
fis-5120	109	177	seismic	seismic	ADJ
fis-5120	109	178	slope	slope	NOUN
fis-5120	109	179	stability	stability	NOUN
fis-5120	109	180	combining	combine	VERB
fis-5120	109	181	global	global	ADJ
fis-5120	109	182	and	and	CCONJ
fis-5120	109	183	local	local	ADJ
fis-5120	109	184	search	search	NOUN
fis-5120	109	185	algorithms	algorithm	NOUN
fis-5120	109	186	increases	increase	VERB
fis-5120	109	187	computational	computational	ADJ
fis-5120	109	188	complexity	complexity	NOUN
fis-5120	109	189	and	and	CCONJ
fis-5120	109	190	resource	resource	NOUN
fis-5120	109	191	requirements	requirement	NOUN
fis-5120	109	192	[	[	X
fis-5120	109	193	21	21	NUM
fis-5120	109	194	]	]	X
fis-5120	109	195	rc	rc	PROPN
fis-5120	109	196	frame	frame	NOUN
fis-5120	109	197	structure	structure	NOUN
fis-5120	109	198	optimization	optimization	NOUN
fis-5120	109	199	achieve	achieve	VERB
fis-5120	109	200	optimal	optimal	ADJ
fis-5120	109	201	configuration	configuration	NOUN
fis-5120	109	202	of	of	ADP
fis-5120	109	203	rc	rc	PROPN
fis-5120	109	204	frame	frame	NOUN
fis-5120	109	205	systems	system	NOUN
fis-5120	109	206	utilizing	utilize	VERB
fis-5120	109	207	the	the	DET
fis-5120	109	208	cascade	cascade	NOUN
fis-5120	109	209	optimization	optimization	NOUN
fis-5120	109	210	technique	technique	NOUN
fis-5120	109	211	and	and	CCONJ
fis-5120	109	212	genetic	genetic	ADJ
fis-5120	109	213	algorithms	algorithms	NOUN
fis-5120	109	214	integration	integration	NOUN
fis-5120	109	215	of	of	ADP
fis-5120	109	216	multiple	multiple	ADJ
fis-5120	109	217	optimization	optimization	NOUN
fis-5120	109	218	methods	method	NOUN
fis-5120	109	219	can	can	AUX
fis-5120	109	220	be	be	AUX
fis-5120	109	221	complex	complex	ADJ
fis-5120	109	222	and	and	CCONJ
fis-5120	109	223	time	time	NOUN
fis-5120	109	224	-	-	PUNCT
fis-5120	109	225	consuming	consume	VERB
fis-5120	109	226	,	,	PUNCT
fis-5120	109	227	requiring	require	VERB
fis-5120	109	228	robust	robust	ADJ
fis-5120	109	229	interfacing	interfacing	NOUN
fis-5120	109	230	tools	tool	NOUN
fis-5120	109	231	[	[	X
fis-5120	109	232	22	22	NUM
fis-5120	109	233	]	]	PUNCT
fis-5120	109	234	tbm	tbm	PROPN
fis-5120	109	235	control	control	NOUN
fis-5120	109	236	parameter	parameter	PROPN
fis-5120	109	237	optimization	optimization	NOUN
fis-5120	109	238	enhance	enhance	VERB
fis-5120	109	239	control	control	NOUN
fis-5120	109	240	parameters	parameter	NOUN
fis-5120	109	241	of	of	ADP
fis-5120	109	242	tbms	tbms	NOUN
fis-5120	109	243	using	use	VERB
fis-5120	109	244	an	an	DET
fis-5120	109	245	advanced	advanced	ADJ
fis-5120	109	246	loss	loss	NOUN
fis-5120	109	247	functionbased	functionbase	VERB
fis-5120	109	248	ann	ann	PROPN
fis-5120	109	249	integrated	integrate	VERB
fis-5120	109	250	with	with	ADP
fis-5120	109	251	qpso	qpso	ADJ
fis-5120	109	252	high	high	ADJ
fis-5120	109	253	complexity	complexity	NOUN
fis-5120	109	254	in	in	ADP
fis-5120	109	255	designing	design	VERB
fis-5120	109	256	effective	effective	ADJ
fis-5120	109	257	loss	loss	NOUN
fis-5120	109	258	functions	function	NOUN
fis-5120	109	259	and	and	CCONJ
fis-5120	109	260	integrating	integrate	VERB
fis-5120	109	261	with	with	ADP
fis-5120	109	262	quantum	quantum	ADJ
fis-5120	109	263	algorithms	algorithm	NOUN
fis-5120	109	264	;	;	PUNCT
fis-5120	109	265	computationally	computationally	ADV
fis-5120	109	266	intensive	intensive	ADJ
fis-5120	109	267	[	[	X
fis-5120	109	268	23	23	NUM
fis-5120	109	269	]	]	PUNCT
fis-5120	109	270	construction	construction	NOUN
fis-5120	109	271	project	project	NOUN
fis-5120	109	272	tcqs	tcqs	NOUN
fis-5120	109	273	analysis	analysis	NOUN
fis-5120	109	274	optimize	optimize	NOUN
fis-5120	109	275	time	time	NOUN
fis-5120	109	276	,	,	PUNCT
fis-5120	109	277	expense	expense	NOUN
fis-5120	109	278	,	,	PUNCT
fis-5120	109	279	quality	quality	NOUN
fis-5120	109	280	,	,	PUNCT
fis-5120	109	281	and	and	CCONJ
fis-5120	109	282	safety	safety	NOUN
fis-5120	109	283	compromises	compromise	NOUN
fis-5120	109	284	in	in	ADP
fis-5120	109	285	building	building	NOUN
fis-5120	109	286	projects	project	NOUN
fis-5120	109	287	employing	employ	VERB
fis-5120	109	288	aosma	aosma	NOUN
fis-5120	109	289	hybrid	hybrid	ADJ
fis-5120	109	290	algorithms	algorithm	NOUN
fis-5120	109	291	like	like	ADP
fis-5120	109	292	aosma	aosma	NOUN
fis-5120	109	293	require	require	VERB
fis-5120	109	294	detailed	detailed	ADJ
fis-5120	109	295	data	datum	NOUN
fis-5120	109	296	and	and	CCONJ
fis-5120	109	297	significant	significant	ADJ
fis-5120	109	298	computational	computational	ADJ
fis-5120	109	299	resources	resource	NOUN
fis-5120	109	300	for	for	ADP
fis-5120	109	301	multi	multi	ADJ
fis-5120	109	302	-	-	ADJ
fis-5120	109	303	objective	objective	ADJ
fis-5120	109	304	optimization	optimization	NOUN
fis-5120	110	1	[	[	X
fis-5120	110	2	24	24	NUM
fis-5120	110	3	]	]	PUNCT
fis-5120	110	4	safety	safety	NOUN
fis-5120	110	5	monitoring	monitoring	NOUN
fis-5120	110	6	with	with	ADP
fis-5120	110	7	deep	deep	ADJ
fis-5120	110	8	learning	learning	NOUN
fis-5120	110	9	develop	develop	VERB
fis-5120	110	10	a	a	DET
fis-5120	110	11	practical	practical	ADJ
fis-5120	110	12	prototype	prototype	NOUN
fis-5120	110	13	for	for	ADP
fis-5120	110	14	safety	safety	NOUN
fis-5120	110	15	monitoring	monitoring	NOUN
fis-5120	110	16	in	in	ADP
fis-5120	110	17	construction	construction	NOUN
fis-5120	110	18	using	use	VERB
fis-5120	110	19	deep	deep	ADJ
fis-5120	110	20	learning	learning	NOUN
fis-5120	110	21	algorithms	algorithm	NOUN
fis-5120	110	22	practical	practical	ADJ
fis-5120	110	23	implementation	implementation	NOUN
fis-5120	110	24	is	be	AUX
fis-5120	110	25	limited	limit	VERB
fis-5120	110	26	by	by	ADP
fis-5120	110	27	the	the	DET
fis-5120	110	28	accuracy	accuracy	NOUN
fis-5120	110	29	of	of	ADP
fis-5120	110	30	computer	computer	NOUN
fis-5120	110	31	vision	vision	NOUN
fis-5120	110	32	algorithms	algorithm	NOUN
fis-5120	110	33	and	and	CCONJ
fis-5120	110	34	the	the	DET
fis-5120	110	35	need	need	NOUN
fis-5120	110	36	for	for	ADP
fis-5120	110	37	real	real	ADJ
fis-5120	110	38	-	-	PUNCT
fis-5120	110	39	time	time	NOUN
fis-5120	110	40	processing	processing	NOUN
fis-5120	110	41	[	[	X
fis-5120	110	42	25	25	NUM
fis-5120	110	43	]	]	X
fis-5120	110	44	large	large	ADJ
fis-5120	110	45	-	-	PUNCT
fis-5120	110	46	scale	scale	NOUN
fis-5120	110	47	mathematical	mathematical	ADJ
fis-5120	110	48	optimization	optimization	NOUN
fis-5120	110	49	address	address	VERB
fis-5120	110	50	large	large	ADJ
fis-5120	110	51	-	-	PUNCT
fis-5120	110	52	scale	scale	NOUN
fis-5120	110	53	optimization	optimization	NOUN
fis-5120	110	54	challenges	challenge	NOUN
fis-5120	110	55	using	use	VERB
fis-5120	110	56	the	the	DET
fis-5120	110	57	hybrid	hybrid	NOUN
fis-5120	110	58	alo	alo	PROPN
fis-5120	110	59	hybrid	hybrid	PROPN
fis-5120	110	60	alo	alo	PROPN
fis-5120	110	61	faces	face	VERB
fis-5120	110	62	difficulties	difficulty	NOUN
fis-5120	110	63	with	with	ADP
fis-5120	110	64	larger	large	ADJ
fis-5120	110	65	-	-	PUNCT
fis-5120	110	66	scale	scale	NOUN
fis-5120	110	67	problems	problem	NOUN
fis-5120	110	68	and	and	CCONJ
fis-5120	110	69	requires	require	VERB
fis-5120	110	70	significant	significant	ADJ
fis-5120	110	71	computational	computational	ADJ
fis-5120	110	72	power	power	NOUN
fis-5120	110	73	[	[	X
fis-5120	110	74	26	26	NUM
fis-5120	110	75	]	]	SYM
fis-5120	110	76	table	table	NOUN
fis-5120	110	77	2	2	NUM
fis-5120	110	78	:	:	PUNCT
fis-5120	110	79	limitations	limitation	NOUN
fis-5120	110	80	,	,	PUNCT
fis-5120	110	81	and	and	CCONJ
fis-5120	110	82	challenges	challenge	NOUN
fis-5120	110	83	in	in	ADP
fis-5120	110	84	applying	apply	VERB
fis-5120	110	85	anns	ann	NOUN
fis-5120	110	86	in	in	ADP
fis-5120	110	87	civil	civil	ADJ
fis-5120	110	88	engineering	engineering	NOUN
fis-5120	110	89	.	.	PUNCT
fis-5120	111	1	design	design	NOUN
fis-5120	111	2	of	of	ADP
fis-5120	111	3	experiments	experiment	NOUN
fis-5120	111	4	this	this	DET
fis-5120	111	5	review	review	NOUN
fis-5120	111	6	covers	cover	VERB
fis-5120	111	7	a	a	DET
fis-5120	111	8	few	few	ADJ
fis-5120	111	9	of	of	ADP
fis-5120	111	10	the	the	DET
fis-5120	111	11	latest	late	ADJ
fis-5120	111	12	investigations	investigation	NOUN
fis-5120	111	13	using	use	VERB
fis-5120	111	14	the	the	DET
fis-5120	111	15	doe	doe	NOUN
fis-5120	111	16	approach	approach	NOUN
fis-5120	111	17	.	.	PUNCT
fis-5120	112	1	the	the	DET
fis-5120	112	2	doe	doe	NOUN
fis-5120	112	3	has	have	VERB
fis-5120	112	4	different	different	ADJ
fis-5120	112	5	analysis	analysis	NOUN
fis-5120	112	6	approaches	approach	NOUN
fis-5120	112	7	such	such	ADJ
fis-5120	112	8	as	as	ADP
fis-5120	112	9	response	response	NOUN
fis-5120	112	10	surface	surface	NOUN
fis-5120	112	11	,	,	PUNCT
fis-5120	112	12	regression	regression	NOUN
fis-5120	112	13	,	,	PUNCT
fis-5120	112	14	statistical	statistical	ADJ
fis-5120	112	15	,	,	PUNCT
fis-5120	112	16	linear	linear	ADJ
fis-5120	112	17	/	/	SYM
fis-5120	112	18	non	non	ADJ
fis-5120	112	19	-	-	ADJ
fis-5120	112	20	linear	linear	ADJ
fis-5120	112	21	,	,	PUNCT
fis-5120	112	22	and	and	CCONJ
fis-5120	112	23	taguchi	taguchi	PROPN
fis-5120	113	1	[	[	X
fis-5120	113	2	27	27	NUM
fis-5120	113	3	]	]	PUNCT
fis-5120	113	4	.	.	PUNCT
fis-5120	114	1	to	to	PART
fis-5120	114	2	address	address	VERB
fis-5120	114	3	the	the	DET
fis-5120	114	4	challenge	challenge	NOUN
fis-5120	114	5	of	of	ADP
fis-5120	114	6	numerous	numerous	ADJ
fis-5120	114	7	test	test	NOUN
fis-5120	114	8	cases	case	NOUN
fis-5120	114	9	and	and	CCONJ
fis-5120	114	10	enhance	enhance	VERB
fis-5120	114	11	configuration	configuration	NOUN
fis-5120	114	12	testing	testing	NOUN
fis-5120	114	13	,	,	PUNCT
fis-5120	114	14	combinatorial	combinatorial	ADJ
fis-5120	114	15	testing	testing	NOUN
fis-5120	114	16	with	with	ADP
fis-5120	114	17	an	an	DET
fis-5120	114	18	orthogonal	orthogonal	ADJ
fis-5120	114	19	array	array	NOUN
fis-5120	114	20	testing	testing	NOUN
fis-5120	114	21	strategy	strategy	NOUN
fis-5120	114	22	(	(	PUNCT
fis-5120	114	23	oats	oats	NOUN
fis-5120	114	24	)	)	PUNCT
fis-5120	114	25	is	be	AUX
fis-5120	114	26	suggested	suggest	VERB
fis-5120	114	27	as	as	ADP
fis-5120	114	28	a	a	DET
fis-5120	114	29	systematic	systematic	ADJ
fis-5120	114	30	,	,	PUNCT
fis-5120	114	31	statistical	statistical	ADJ
fis-5120	114	32	approach	approach	NOUN
fis-5120	114	33	that	that	PRON
fis-5120	114	34	emphasizes	emphasize	VERB
fis-5120	114	35	pair	pair	NOUN
fis-5120	114	36	-	-	PUNCT
fis-5120	114	37	wise	wise	ADJ
fis-5120	114	38	interactions	interaction	NOUN
fis-5120	114	39	.	.	PUNCT
fis-5120	115	1	by	by	ADP
fis-5120	115	2	using	use	VERB
fis-5120	115	3	models	model	NOUN
fis-5120	115	4	to	to	PART
fis-5120	115	5	produce	produce	VERB
fis-5120	115	6	minimal	minimal	ADJ
fis-5120	115	7	test	test	NOUN
fis-5120	115	8	inputs	input	NOUN
fis-5120	115	9	that	that	PRON
fis-5120	115	10	address	address	VERB
fis-5120	115	11	essential	essential	ADJ
fis-5120	115	12	input	input	NOUN
fis-5120	115	13	combinations	combination	NOUN
fis-5120	115	14	,	,	PUNCT
fis-5120	115	15	oats	oats	NOUN
fis-5120	115	16	aims	aim	VERB
fis-5120	115	17	to	to	PART
fis-5120	115	18	lower	low	ADJ
fis-5120	115	19	testing	testing	NOUN
fis-5120	115	20	expenses	expense	NOUN
fis-5120	115	21	,	,	PUNCT
fis-5120	115	22	expedite	expedite	ADJ
fis-5120	115	23	product	product	NOUN
fis-5120	115	24	launches	launch	NOUN
fis-5120	115	25	,	,	PUNCT
fis-5120	115	26	and	and	CCONJ
fis-5120	115	27	minimize	minimize	VERB
fis-5120	115	28	field	field	NOUN
fis-5120	115	29	defects	defect	NOUN
fis-5120	115	30	through	through	ADP
fis-5120	115	31	the	the	DET
fis-5120	115	32	creation	creation	NOUN
fis-5120	115	33	of	of	ADP
fis-5120	115	34	efficient	efficient	ADJ
fis-5120	115	35	and	and	CCONJ
fis-5120	115	36	comprehensive	comprehensive	ADJ
fis-5120	115	37	test	test	NOUN
fis-5120	115	38	cases	case	NOUN
fis-5120	115	39	.	.	PUNCT
fis-5120	116	1	it	it	PRON
fis-5120	116	2	often	often	ADV
fis-5120	116	3	results	result	VERB
fis-5120	116	4	in	in	ADP
fis-5120	116	5	a	a	DET
fis-5120	116	6	50	50	NUM
fis-5120	116	7	%	%	NOUN
fis-5120	116	8	reduction	reduction	NOUN
fis-5120	116	9	in	in	ADP
fis-5120	116	10	tests	test	NOUN
fis-5120	116	11	while	while	SCONJ
fis-5120	116	12	detecting	detect	VERB
fis-5120	116	13	more	more	ADJ
fis-5120	116	14	faults	fault	NOUN
fis-5120	116	15	.	.	PUNCT
fis-5120	117	1	additionally	additionally	ADV
fis-5120	117	2	,	,	PUNCT
fis-5120	117	3	the	the	DET
fis-5120	117	4	taguchi	taguchi	PROPN
fis-5120	117	5	method	method	NOUN
fis-5120	117	6	in	in	ADP
fis-5120	117	7	software	software	NOUN
fis-5120	117	8	testing	testing	NOUN
fis-5120	117	9	prioritizes	prioritize	VERB
fis-5120	117	10	performance	performance	NOUN
fis-5120	117	11	characteristics	characteristic	NOUN
fis-5120	117	12	close	close	ADJ
fis-5120	117	13	to	to	PART
fis-5120	117	14	target	target	VERB
fis-5120	117	15	values	value	NOUN
fis-5120	117	16	,	,	PUNCT
fis-5120	117	17	improving	improve	VERB
fis-5120	117	18	product	product	NOUN
fis-5120	117	19	quality	quality	NOUN
fis-5120	117	20	[	[	X
fis-5120	117	21	28	28	NUM
fis-5120	117	22	]	]	PUNCT
fis-5120	117	23	.	.	PUNCT
fis-5120	118	1	in	in	ADP
fis-5120	118	2	most	most	ADJ
fis-5120	118	3	studies	study	NOUN
fis-5120	118	4	,	,	PUNCT
fis-5120	118	5	data	datum	NOUN
fis-5120	118	6	optimization	optimization	NOUN
fis-5120	118	7	for	for	ADP
fis-5120	118	8	optimum	optimum	ADJ
fis-5120	118	9	results	result	NOUN
fis-5120	118	10	response	response	NOUN
fis-5120	118	11	surface	surface	NOUN
fis-5120	118	12	methodology	methodology	NOUN
fis-5120	118	13	(	(	PUNCT
fis-5120	118	14	rsm	rsm	PROPN
fis-5120	118	15	)	)	PUNCT
fis-5120	118	16	was	be	AUX
fis-5120	118	17	found	find	VERB
fis-5120	118	18	when	when	SCONJ
fis-5120	118	19	it	it	PRON
fis-5120	118	20	comes	come	VERB
fis-5120	118	21	to	to	ADP
fis-5120	118	22	civil	civil	ADJ
fis-5120	118	23	engineering	engineering	NOUN
fis-5120	118	24	applications	application	NOUN
fis-5120	118	25	it	it	PRON
fis-5120	118	26	has	have	AUX
fis-5120	118	27	been	be	AUX
fis-5120	118	28	employed	employ	VERB
fis-5120	118	29	in	in	ADP
fis-5120	118	30	most	most	ADJ
fis-5120	118	31	of	of	ADP
fis-5120	118	32	the	the	DET
fis-5120	118	33	investigations	investigation	NOUN
fis-5120	118	34	.	.	PUNCT
fis-5120	119	1	fig	fig	NOUN
fis-5120	119	2	.	.	PUNCT
fis-5120	120	1	3	3	NUM
fis-5120	120	2	shows	show	VERB
fis-5120	120	3	the	the	DET
fis-5120	120	4	fundamental	fundamental	ADJ
fis-5120	120	5	process	process	NOUN
fis-5120	120	6	of	of	ADP
fis-5120	120	7	using	use	VERB
fis-5120	120	8	the	the	DET
fis-5120	120	9	doe	doe	NOUN
fis-5120	120	10	to	to	PART
fis-5120	120	11	solve	solve	VERB
fis-5120	120	12	any	any	DET
fis-5120	120	13	type	type	NOUN
fis-5120	120	14	of	of	ADP
fis-5120	120	15	civil	civil	ADJ
fis-5120	120	16	structural	structural	ADJ
fis-5120	120	17	problem	problem	NOUN
fis-5120	120	18	.	.	PUNCT
fis-5120	121	1	the	the	DET
fis-5120	121	2	doe	doe	NOUN
fis-5120	121	3	involves	involve	VERB
fis-5120	121	4	several	several	ADJ
fis-5120	121	5	techniques	technique	NOUN
fis-5120	121	6	to	to	PART
fis-5120	121	7	optimize	optimize	VERB
fis-5120	121	8	the	the	DET
fis-5120	121	9	results	result	NOUN
fis-5120	121	10	based	base	VERB
fis-5120	121	11	on	on	ADP
fis-5120	121	12	the	the	DET
fis-5120	121	13	problem	problem	NOUN
fis-5120	121	14	type	type	NOUN
fis-5120	121	15	such	such	ADJ
fis-5120	121	16	as	as	ADP
fis-5120	121	17	linear	linear	ADJ
fis-5120	121	18	or	or	CCONJ
fis-5120	121	19	nonlinear	nonlinear	ADJ
fis-5120	121	20	problems	problem	NOUN
fis-5120	121	21	.	.	PUNCT
fis-5120	122	1	also	also	ADV
fis-5120	122	2	,	,	PUNCT
fis-5120	122	3	it	it	PRON
fis-5120	122	4	depends	depend	VERB
fis-5120	122	5	upon	upon	SCONJ
fis-5120	122	6	the	the	DET
fis-5120	122	7	selection	selection	NOUN
fis-5120	122	8	of	of	ADP
fis-5120	122	9	an	an	DET
fis-5120	122	10	oa	oa	NOUN
fis-5120	122	11	and	and	CCONJ
fis-5120	122	12	design	design	NOUN
fis-5120	122	13	type	type	NOUN
fis-5120	122	14	like	like	ADP
fis-5120	122	15	taguchi	taguchi	PROPN
fis-5120	122	16	design	design	PROPN
fis-5120	122	17	or	or	CCONJ
fis-5120	122	18	full	full	ADJ
fis-5120	122	19	-	-	PUNCT
fis-5120	122	20	factorial	factorial	NOUN
fis-5120	122	21	design	design	NOUN
fis-5120	122	22	.	.	PUNCT
fis-5120	123	1	several	several	ADJ
fis-5120	123	2	factors	factor	NOUN
fis-5120	123	3	influenced	influence	VERB
fis-5120	123	4	the	the	DET
fis-5120	123	5	doe	doe	NOUN
fis-5120	123	6	to	to	PART
fis-5120	123	7	optimize	optimize	VERB
fis-5120	123	8	the	the	DET
fis-5120	123	9	results	result	NOUN
fis-5120	123	10	commonly	commonly	ADV
fis-5120	123	11	used	use	VERB
fis-5120	123	12	the	the	DET
fis-5120	123	13	techniques	technique	NOUN
fis-5120	123	14	.	.	PUNCT
fis-5120	124	1	these	these	DET
fis-5120	124	2	techniques	technique	NOUN
fis-5120	124	3	offer	offer	VERB
fis-5120	124	4	various	various	ADJ
fis-5120	124	5	ways	way	NOUN
fis-5120	124	6	to	to	PART
fis-5120	124	7	efficiently	efficiently	ADV
fis-5120	124	8	optimize	optimize	VERB
fis-5120	124	9	outcomes	outcome	NOUN
fis-5120	124	10	by	by	ADP
fis-5120	124	11	systematically	systematically	ADV
fis-5120	124	12	exploring	explore	VERB
fis-5120	124	13	factor	factor	NOUN
fis-5120	124	14	interactions	interaction	NOUN
fis-5120	124	15	and	and	CCONJ
fis-5120	124	16	identifying	identify	VERB
fis-5120	124	17	optimal	optimal	ADJ
fis-5120	124	18	parameter	parameter	NOUN
fis-5120	124	19	settings	setting	NOUN
fis-5120	124	20	.	.	PUNCT
fis-5120	125	1	upon	upon	SCONJ
fis-5120	125	2	reviewing	review	VERB
fis-5120	125	3	the	the	DET
fis-5120	125	4	existing	exist	VERB
fis-5120	125	5	research	research	NOUN
fis-5120	125	6	wherein	wherein	ADJ
fis-5120	125	7	researchers	researcher	NOUN
fis-5120	125	8	utilized	utilize	VERB
fis-5120	125	9	doe	doe	NOUN
fis-5120	125	10	to	to	PART
fis-5120	125	11	optimize	optimize	VERB
fis-5120	125	12	their	their	PRON
fis-5120	125	13	respective	respective	ADJ
fis-5120	125	14	problems	problem	NOUN
fis-5120	125	15	,	,	PUNCT
fis-5120	125	16	extracted	extract	VERB
fis-5120	125	17	valuable	valuable	ADJ
fis-5120	125	18	insights	insight	NOUN
fis-5120	125	19	that	that	PRON
fis-5120	125	20	contribute	contribute	VERB
fis-5120	125	21	significantly	significantly	ADV
fis-5120	125	22	to	to	ADP
fis-5120	125	23	findings	findings	PROPN
fis-5120	125	24	(	(	PUNCT
fis-5120	125	25	fig	fig	NOUN
fis-5120	125	26	.	.	PUNCT
fis-5120	125	27	5	5	NUM
fis-5120	125	28	)	)	PUNCT
fis-5120	125	29	.	.	PUNCT
fis-5120	126	1	the	the	DET
fis-5120	126	2	response	response	NOUN
fis-5120	126	3	surface	surface	NOUN
fis-5120	126	4	method	method	NOUN
fis-5120	126	5	combined	combine	VERB
fis-5120	126	6	with	with	ADP
fis-5120	126	7	the	the	DET
fis-5120	126	8	nsgaii	nsgaii	ADJ
fis-5120	126	9	algorithm	algorithm	NOUN
fis-5120	126	10	was	be	AUX
fis-5120	126	11	employed	employ	VERB
fis-5120	126	12	for	for	ADP
fis-5120	126	13	optimizing	optimize	VERB
fis-5120	126	14	seismic	seismic	ADJ
fis-5120	126	15	design	design	NOUN
fis-5120	126	16	based	base	VERB
fis-5120	126	17	on	on	ADP
fis-5120	126	18	resiliency	resiliency	NOUN
fis-5120	126	19	in	in	ADP
fis-5120	126	20	standard	standard	ADJ
fis-5120	126	21	highway	highway	NOUN
fis-5120	126	22	reinforced	reinforce	VERB
fis-5120	126	23	concrete	concrete	NOUN
fis-5120	126	24	(	(	PUNCT
fis-5120	126	25	rc	rc	NOUN
fis-5120	126	26	)	)	PUNCT
fis-5120	126	27	bridges	bridge	NOUN
fis-5120	126	28	.	.	PUNCT
fis-5120	127	1	the	the	DET
fis-5120	127	2	impact	impact	NOUN
fis-5120	127	3	of	of	ADP
fis-5120	127	4	various	various	ADJ
fis-5120	127	5	design	design	NOUN
fis-5120	127	6	factors	factor	NOUN
fis-5120	127	7	on	on	ADP
fis-5120	127	8	the	the	DET
fis-5120	127	9	seismic	seismic	ADJ
fis-5120	127	10	performance	performance	NOUN
fis-5120	127	11	of	of	ADP
fis-5120	127	12	an	an	DET
fis-5120	127	13	rc	rc	PROPN
fis-5120	127	14	bridge	bridge	PROPN
fis-5120	127	15	pier	pier	PROPN
fis-5120	127	16	wall	wall	PROPN
fis-5120	127	17	was	be	AUX
fis-5120	127	18	compared	compare	VERB
fis-5120	127	19	with	with	ADP
fis-5120	127	20	simulated	simulated	ADJ
fis-5120	127	21	seismic	seismic	ADJ
fis-5120	127	22	tests	test	NOUN
fis-5120	127	23	conducted	conduct	VERB
fis-5120	127	24	on	on	ADP
fis-5120	127	25	full	full	ADJ
fis-5120	127	26	-	-	PUNCT
fis-5120	127	27	scale	scale	NOUN
fis-5120	127	28	rc	rc	NOUN
fis-5120	127	29	columns	column	NOUN
fis-5120	127	30	,	,	PUNCT
fis-5120	127	31	using	use	VERB
fis-5120	127	32	a	a	DET
fis-5120	127	33	doe	doe	NOUN
fis-5120	127	34	technique	technique	NOUN
fis-5120	127	35	to	to	PART
fis-5120	127	36	predict	predict	VERB
fis-5120	127	37	the	the	DET
fis-5120	127	38	nonlinear	nonlinear	ADJ
fis-5120	127	39	behavior	behavior	NOUN
fis-5120	127	40	of	of	ADP
fis-5120	127	41	a.	a.	PROPN
fis-5120	127	42	anjum	anjum	PROPN
fis-5120	127	43	et	et	PROPN
fis-5120	127	44	alii	alii	PROPN
fis-5120	127	45	,	,	PUNCT
fis-5120	127	46	fracture	fracture	ADJ
fis-5120	127	47	and	and	CCONJ
fis-5120	127	48	structural	structural	ADJ
fis-5120	127	49	integrity	integrity	NOUN
fis-5120	127	50	,	,	PUNCT
fis-5120	127	51	71	71	NUM
fis-5120	127	52	(	(	PUNCT
fis-5120	127	53	2025	2025	NUM
fis-5120	127	54	)	)	PUNCT
fis-5120	127	55	164	164	NUM
fis-5120	127	56	-	-	SYM
fis-5120	127	57	181	181	NUM
fis-5120	127	58	;	;	PUNCT
fis-5120	127	59	doi	doi	NOUN
fis-5120	127	60	:	:	PUNCT
fis-5120	127	61	10.3221	10.3221	NUM
fis-5120	127	62	/	/	SYM
fis-5120	127	63	igf	igf	PROPN
fis-5120	127	64	-	-	PUNCT
fis-5120	127	65	esis.71.12	esis.71.12	PROPN
fis-5120	127	66	171	171	NUM
fis-5120	127	67	the	the	DET
fis-5120	127	68	pier	pier	NOUN
fis-5120	127	69	wall	wall	NOUN
fis-5120	127	70	.	.	PUNCT
fis-5120	128	1	sensitivity	sensitivity	NOUN
fis-5120	128	2	analysis	analysis	NOUN
fis-5120	128	3	was	be	AUX
fis-5120	128	4	performed	perform	VERB
fis-5120	128	5	using	use	VERB
fis-5120	128	6	nonlinear	nonlinear	ADJ
fis-5120	128	7	fe	fe	NOUN
fis-5120	128	8	methods	method	NOUN
fis-5120	128	9	,	,	PUNCT
fis-5120	128	10	and	and	CCONJ
fis-5120	128	11	the	the	DET
fis-5120	128	12	compressive	compressive	ADJ
fis-5120	128	13	strength	strength	NOUN
fis-5120	128	14	and	and	CCONJ
fis-5120	128	15	yield	yield	NOUN
fis-5120	128	16	strength	strength	NOUN
fis-5120	128	17	of	of	ADP
fis-5120	128	18	the	the	DET
fis-5120	128	19	reinforcement	reinforcement	NOUN
fis-5120	128	20	bars	bar	NOUN
fis-5120	128	21	were	be	AUX
fis-5120	128	22	assessed	assess	VERB
fis-5120	128	23	through	through	ADP
fis-5120	128	24	nonlinear	nonlinear	ADJ
fis-5120	128	25	fe	fe	NOUN
fis-5120	128	26	analysis	analysis	NOUN
fis-5120	129	1	[	[	X
fis-5120	129	2	2	2	NUM
fis-5120	129	3	]	]	PUNCT
fis-5120	129	4	.	.	PUNCT
fis-5120	130	1	the	the	DET
fis-5120	130	2	reliability	reliability	NOUN
fis-5120	130	3	index	index	NOUN
fis-5120	130	4	across	across	ADP
fis-5120	130	5	different	different	ADJ
fis-5120	130	6	levels	level	NOUN
fis-5120	130	7	of	of	ADP
fis-5120	130	8	corrosion	corrosion	NOUN
fis-5120	130	9	is	be	AUX
fis-5120	130	10	determined	determine	VERB
fis-5120	130	11	using	use	VERB
fis-5120	130	12	the	the	DET
fis-5120	130	13	first	first	ADJ
fis-5120	130	14	-	-	PUNCT
fis-5120	130	15	order	order	NOUN
fis-5120	130	16	reliability	reliability	NOUN
fis-5120	130	17	method	method	NOUN
fis-5120	130	18	(	(	PUNCT
fis-5120	130	19	form	form	NOUN
fis-5120	130	20	)	)	PUNCT
fis-5120	130	21	along	along	ADP
fis-5120	130	22	with	with	ADP
fis-5120	130	23	the	the	DET
fis-5120	130	24	response	response	NOUN
fis-5120	130	25	surface	surface	NOUN
fis-5120	130	26	method	method	NOUN
fis-5120	130	27	,	,	PUNCT
fis-5120	130	28	producing	produce	VERB
fis-5120	130	29	a	a	DET
fis-5120	130	30	fragility	fragility	NOUN
fis-5120	130	31	curve	curve	NOUN
fis-5120	130	32	.	.	PUNCT
fis-5120	131	1	this	this	DET
fis-5120	131	2	data	data	NOUN
fis-5120	131	3	is	be	AUX
fis-5120	131	4	used	use	VERB
fis-5120	131	5	to	to	PART
fis-5120	131	6	assess	assess	VERB
fis-5120	131	7	and	and	CCONJ
fis-5120	131	8	analyze	analyze	VERB
fis-5120	131	9	structural	structural	ADJ
fis-5120	131	10	robustness	robustness	NOUN
fis-5120	131	11	.	.	PUNCT
fis-5120	132	1	by	by	ADP
fis-5120	132	2	comparing	compare	VERB
fis-5120	132	3	the	the	DET
fis-5120	132	4	robustness	robustness	NOUN
fis-5120	132	5	of	of	ADP
fis-5120	132	6	various	various	ADJ
fis-5120	132	7	structures	structure	NOUN
fis-5120	132	8	,	,	PUNCT
fis-5120	132	9	it	it	PRON
fis-5120	132	10	is	be	AUX
fis-5120	132	11	possible	possible	ADJ
fis-5120	132	12	to	to	PART
fis-5120	132	13	identify	identify	VERB
fis-5120	132	14	which	which	DET
fis-5120	132	15	types	type	NOUN
fis-5120	132	16	are	be	AUX
fis-5120	132	17	more	more	ADV
fis-5120	132	18	resistant	resistant	ADJ
fis-5120	132	19	to	to	ADP
fis-5120	132	20	corrosion	corrosion	NOUN
fis-5120	132	21	findings	finding	NOUN
fis-5120	132	22	can	can	AUX
fis-5120	132	23	be	be	AUX
fis-5120	132	24	utilized	utilize	VERB
fis-5120	132	25	to	to	PART
fis-5120	132	26	plan	plan	VERB
fis-5120	132	27	maintenance	maintenance	NOUN
fis-5120	132	28	and	and	CCONJ
fis-5120	132	29	repairs	repair	NOUN
fis-5120	132	30	[	[	X
fis-5120	132	31	29	29	NUM
fis-5120	132	32	]	]	PUNCT
fis-5120	132	33	.	.	PUNCT
fis-5120	133	1	figure	figure	NOUN
fis-5120	133	2	5	5	NUM
fis-5120	133	3	:	:	PUNCT
fis-5120	133	4	categorization	categorization	NOUN
fis-5120	133	5	of	of	ADP
fis-5120	133	6	methods	method	NOUN
fis-5120	133	7	for	for	ADP
fis-5120	133	8	developing	develop	VERB
fis-5120	133	9	statistical	statistical	ADJ
fis-5120	133	10	models	model	NOUN
fis-5120	133	11	in	in	ADP
fis-5120	133	12	shm	shm	NOUN
fis-5120	133	13	.	.	PUNCT
fis-5120	133	14	to	to	PART
fis-5120	133	15	examine	examine	VERB
fis-5120	133	16	diverse	diverse	ADJ
fis-5120	133	17	analytic	analytic	ADJ
fis-5120	133	18	situations	situation	NOUN
fis-5120	133	19	,	,	PUNCT
fis-5120	133	20	doe	doe	NOUN
fis-5120	133	21	was	be	AUX
fis-5120	133	22	employed	employ	VERB
fis-5120	133	23	which	which	PRON
fis-5120	133	24	included	include	VERB
fis-5120	133	25	the	the	DET
fis-5120	133	26	impacts	impact	NOUN
fis-5120	133	27	considering	consider	VERB
fis-5120	133	28	the	the	DET
fis-5120	133	29	frame	frame	NOUN
fis-5120	133	30	aspect	aspect	NOUN
fis-5120	133	31	ratio	ratio	NOUN
fis-5120	133	32	and	and	CCONJ
fis-5120	133	33	seismic	seismic	ADJ
fis-5120	133	34	intensity	intensity	NOUN
fis-5120	133	35	,	,	PUNCT
fis-5120	133	36	the	the	DET
fis-5120	133	37	method	method	NOUN
fis-5120	133	38	uses	use	VERB
fis-5120	133	39	multiple	multiple	ADJ
fis-5120	133	40	-	-	PUNCT
fis-5120	133	41	response	response	NOUN
fis-5120	133	42	optimization	optimization	NOUN
fis-5120	133	43	to	to	PART
fis-5120	133	44	find	find	VERB
fis-5120	133	45	the	the	DET
fis-5120	133	46	best	good	ADJ
fis-5120	133	47	design	design	NOUN
fis-5120	133	48	variable	variable	ADJ
fis-5120	133	49	values	value	NOUN
fis-5120	133	50	.	.	PUNCT
fis-5120	134	1	these	these	DET
fis-5120	134	2	values	value	NOUN
fis-5120	134	3	are	be	AUX
fis-5120	134	4	crucial	crucial	ADJ
fis-5120	134	5	for	for	ADP
fis-5120	134	6	minimizing	minimize	VERB
fis-5120	134	7	both	both	DET
fis-5120	134	8	the	the	DET
fis-5120	134	9	maximum	maximum	ADJ
fis-5120	134	10	transient	transient	NOUN
fis-5120	134	11	and	and	CCONJ
fis-5120	134	12	residual	residual	ADJ
fis-5120	134	13	roof	roof	NOUN
fis-5120	134	14	drift	drift	NOUN
fis-5120	134	15	ratios	ratio	NOUN
fis-5120	134	16	simultaneously	simultaneously	ADV
fis-5120	134	17	,	,	PUNCT
fis-5120	134	18	along	along	ADP
fis-5120	134	19	with	with	ADP
fis-5120	134	20	the	the	DET
fis-5120	134	21	minimization	minimization	NOUN
fis-5120	134	22	of	of	ADP
fis-5120	134	23	peak	peak	NOUN
fis-5120	134	24	floor	floor	NOUN
fis-5120	134	25	acceleration	acceleration	NOUN
fis-5120	134	26	.	.	PUNCT
fis-5120	135	1	the	the	DET
fis-5120	135	2	technique	technique	NOUN
fis-5120	135	3	leverages	leverage	VERB
fis-5120	135	4	response	response	NOUN
fis-5120	135	5	surface	surface	NOUN
fis-5120	135	6	modelling	modelling	NOUN
fis-5120	135	7	and	and	CCONJ
fis-5120	135	8	a	a	DET
fis-5120	135	9	desirability	desirability	NOUN
fis-5120	135	10	approach	approach	NOUN
fis-5120	135	11	to	to	PART
fis-5120	135	12	achieve	achieve	VERB
fis-5120	135	13	these	these	DET
fis-5120	135	14	goals	goal	NOUN
fis-5120	135	15	concurrently	concurrently	ADV
fis-5120	135	16	[	[	X
fis-5120	135	17	30	30	NUM
fis-5120	135	18	]	]	PUNCT
fis-5120	135	19	.	.	PUNCT
fis-5120	136	1	to	to	PART
fis-5120	136	2	produce	produce	VERB
fis-5120	136	3	optimal	optimal	ADJ
fis-5120	136	4	eco	eco	NOUN
fis-5120	136	5	-	-	PUNCT
fis-5120	136	6	friendly	friendly	ADJ
fis-5120	136	7	concrete	concrete	NOUN
fis-5120	136	8	mixes	mix	VERB
fis-5120	136	9	using	use	VERB
fis-5120	136	10	rsm	rsm	PROPN
fis-5120	136	11	,	,	PUNCT
fis-5120	136	12	which	which	PRON
fis-5120	136	13	includes	include	VERB
fis-5120	136	14	various	various	ADJ
fis-5120	136	15	amounts	amount	NOUN
fis-5120	136	16	of	of	ADP
fis-5120	136	17	polypropylene	polypropylene	NOUN
fis-5120	136	18	fibre	fibre	NOUN
fis-5120	136	19	used	use	VERB
fis-5120	136	20	in	in	ADP
fis-5120	136	21	concrete	concrete	ADJ
fis-5120	136	22	pavement	pavement	NOUN
fis-5120	136	23	,	,	PUNCT
fis-5120	136	24	as	as	ADV
fis-5120	136	25	well	well	ADV
fis-5120	136	26	as	as	ADP
fis-5120	136	27	to	to	PART
fis-5120	136	28	determine	determine	VERB
fis-5120	136	29	the	the	DET
fis-5120	136	30	shrinkage	shrinkage	NOUN
fis-5120	136	31	factor	factor	NOUN
fis-5120	136	32	related	relate	VERB
fis-5120	136	33	to	to	ADP
fis-5120	136	34	cracking	crack	VERB
fis-5120	136	35	in	in	ADP
fis-5120	136	36	concrete	concrete	ADJ
fis-5120	136	37	pavements	pavement	NOUN
fis-5120	136	38	[	[	X
fis-5120	136	39	31	31	NUM
fis-5120	136	40	]	]	PUNCT
fis-5120	136	41	.	.	PUNCT
fis-5120	137	1	a	a	DET
fis-5120	137	2	review	review	NOUN
fis-5120	137	3	has	have	AUX
fis-5120	137	4	been	be	AUX
fis-5120	137	5	made	make	VERB
fis-5120	137	6	based	base	VERB
fis-5120	137	7	on	on	ADP
fis-5120	137	8	the	the	DET
fis-5120	137	9	optimization	optimization	NOUN
fis-5120	137	10	method	method	NOUN
fis-5120	137	11	considering	consider	VERB
fis-5120	137	12	doe	doe	NOUN
fis-5120	137	13	and	and	CCONJ
fis-5120	137	14	other	other	ADJ
fis-5120	137	15	aspects	aspect	NOUN
fis-5120	137	16	,	,	PUNCT
fis-5120	137	17	the	the	DET
fis-5120	137	18	authors	author	NOUN
fis-5120	137	19	contributed	contribute	VERB
fis-5120	137	20	to	to	ADP
fis-5120	137	21	finding	find	VERB
fis-5120	137	22	the	the	DET
fis-5120	137	23	research	research	NOUN
fis-5120	137	24	gap	gap	NOUN
fis-5120	137	25	and	and	CCONJ
fis-5120	137	26	critically	critically	ADV
fis-5120	137	27	analyzed	analyze	VERB
fis-5120	137	28	the	the	DET
fis-5120	137	29	existing	exist	VERB
fis-5120	137	30	work	work	NOUN
fis-5120	137	31	which	which	PRON
fis-5120	137	32	was	be	AUX
fis-5120	137	33	useful	useful	ADJ
fis-5120	137	34	for	for	ADP
fis-5120	137	35	beginner	beginner	NOUN
fis-5120	137	36	researchers	researcher	NOUN
fis-5120	137	37	[	[	X
fis-5120	137	38	32	32	NUM
fis-5120	137	39	]	]	PUNCT
fis-5120	137	40	.	.	PUNCT
fis-5120	138	1	fuzzy	fuzzy	ADJ
fis-5120	138	2	logic	logic	NOUN
fis-5120	138	3	in	in	ADP
fis-5120	138	4	knowledge	knowledge	NOUN
fis-5120	138	5	-	-	PUNCT
fis-5120	138	6	based	base	VERB
fis-5120	138	7	systems	system	NOUN
fis-5120	138	8	,	,	PUNCT
fis-5120	138	9	such	such	ADJ
fis-5120	138	10	as	as	ADP
fis-5120	138	11	those	those	PRON
fis-5120	138	12	employed	employ	VERB
fis-5120	138	13	in	in	ADP
fis-5120	138	14	civil	civil	ADJ
fis-5120	138	15	construction	construction	NOUN
fis-5120	138	16	engineering	engineering	NOUN
fis-5120	138	17	,	,	PUNCT
fis-5120	138	18	challenges	challenge	NOUN
fis-5120	138	19	arise	arise	VERB
fis-5120	138	20	concerning	concern	VERB
fis-5120	138	21	the	the	DET
fis-5120	138	22	management	management	NOUN
fis-5120	138	23	and	and	CCONJ
fis-5120	138	24	quality	quality	NOUN
fis-5120	138	25	of	of	ADP
fis-5120	138	26	knowledge	knowledge	NOUN
fis-5120	138	27	.	.	PUNCT
fis-5120	139	1	the	the	DET
fis-5120	139	2	unique	unique	ADJ
fis-5120	139	3	aspects	aspect	NOUN
fis-5120	139	4	of	of	ADP
fis-5120	139	5	construction	construction	NOUN
fis-5120	139	6	engineering	engineering	NOUN
fis-5120	139	7	impact	impact	NOUN
fis-5120	139	8	the	the	DET
fis-5120	139	9	nature	nature	NOUN
fis-5120	139	10	of	of	ADP
fis-5120	139	11	knowledge	knowledge	NOUN
fis-5120	139	12	resources	resource	NOUN
fis-5120	139	13	,	,	PUNCT
fis-5120	139	14	which	which	PRON
fis-5120	139	15	can	can	AUX
fis-5120	139	16	be	be	AUX
fis-5120	139	17	characterized	characterize	VERB
fis-5120	139	18	by	by	ADP
fis-5120	139	19	limitations	limitation	NOUN
fis-5120	139	20	,	,	PUNCT
fis-5120	139	21	uncertainties	uncertainty	NOUN
fis-5120	139	22	,	,	PUNCT
fis-5120	139	23	ambiguity	ambiguity	NOUN
fis-5120	139	24	,	,	PUNCT
fis-5120	139	25	varying	vary	VERB
fis-5120	139	26	degrees	degree	NOUN
fis-5120	139	27	of	of	ADP
fis-5120	139	28	reliability	reliability	NOUN
fis-5120	139	29	,	,	PUNCT
fis-5120	139	30	and	and	CCONJ
fis-5120	139	31	incompleteness	incompleteness	NOUN
fis-5120	139	32	.	.	PUNCT
fis-5120	140	1	one	one	NUM
fis-5120	140	2	significant	significant	ADJ
fis-5120	140	3	source	source	NOUN
fis-5120	140	4	of	of	ADP
fis-5120	140	5	knowledge	knowledge	NOUN
fis-5120	140	6	in	in	ADP
fis-5120	140	7	this	this	DET
fis-5120	140	8	field	field	NOUN
fis-5120	140	9	comes	come	VERB
fis-5120	140	10	from	from	ADP
fis-5120	140	11	the	the	DET
fis-5120	140	12	mental	mental	ADJ
fis-5120	140	13	models	model	NOUN
fis-5120	140	14	of	of	ADP
fis-5120	140	15	experts	expert	NOUN
fis-5120	140	16	working	work	VERB
fis-5120	140	17	within	within	ADP
fis-5120	140	18	specialized	specialized	ADJ
fis-5120	140	19	areas	area	NOUN
fis-5120	140	20	of	of	ADP
fis-5120	140	21	construction	construction	NOUN
fis-5120	140	22	engineering	engineering	NOUN
fis-5120	140	23	.	.	PUNCT
fis-5120	141	1	it	it	PRON
fis-5120	141	2	may	may	AUX
fis-5120	141	3	be	be	AUX
fis-5120	141	4	determined	determine	VERB
fis-5120	141	5	that	that	SCONJ
fis-5120	141	6	just	just	ADV
fis-5120	141	7	a	a	DET
fis-5120	141	8	portion	portion	NOUN
fis-5120	141	9	of	of	ADP
fis-5120	141	10	the	the	DET
fis-5120	141	11	knowledge	knowledge	NOUN
fis-5120	141	12	[	[	X
fis-5120	141	13	33	33	NUM
fis-5120	141	14	]	]	PUNCT
fis-5120	141	15	.	.	PUNCT
fis-5120	142	1	in	in	ADP
fis-5120	142	2	these	these	DET
fis-5120	142	3	investigations	investigation	NOUN
fis-5120	142	4	,	,	PUNCT
fis-5120	142	5	an	an	DET
fis-5120	142	6	adaptive	adaptive	ADJ
fis-5120	142	7	neuro	neuro	NOUN
fis-5120	142	8	-	-	PUNCT
fis-5120	142	9	fuzzy	fuzzy	ADJ
fis-5120	142	10	inference	inference	NOUN
fis-5120	142	11	system	system	NOUN
fis-5120	142	12	(	(	PUNCT
fis-5120	142	13	anfis	anfi	VERB
fis-5120	142	14	)	)	PUNCT
fis-5120	142	15	and	and	CCONJ
fis-5120	142	16	an	an	DET
fis-5120	142	17	ann	ann	PROPN
fis-5120	142	18	model	model	NOUN
fis-5120	142	19	were	be	AUX
fis-5120	142	20	utilized	utilize	VERB
fis-5120	142	21	to	to	PART
fis-5120	142	22	examine	examine	VERB
fis-5120	142	23	the	the	DET
fis-5120	142	24	relationship	relationship	NOUN
fis-5120	142	25	between	between	ADP
fis-5120	142	26	concrete	concrete	ADJ
fis-5120	142	27	cs	cs	PROPN
fis-5120	142	28	and	and	CCONJ
fis-5120	142	29	ultrasonic	ultrasonic	ADJ
fis-5120	142	30	pulse	pulse	NOUN
fis-5120	142	31	velocity	velocity	NOUN
fis-5120	142	32	measurements	measurement	NOUN
fis-5120	142	33	.	.	PUNCT
fis-5120	143	1	this	this	DET
fis-5120	143	2	examination	examination	NOUN
fis-5120	143	3	was	be	AUX
fis-5120	143	4	performed	perform	VERB
fis-5120	143	5	using	use	VERB
fis-5120	143	6	experimental	experimental	ADJ
fis-5120	143	7	data	datum	NOUN
fis-5120	143	8	from	from	ADP
fis-5120	143	9	cores	core	NOUN
fis-5120	143	10	extracted	extract	VERB
fis-5120	143	11	from	from	ADP
fis-5120	143	12	various	various	ADJ
fis-5120	143	13	rc	rc	PROPN
fis-5120	143	14	structures	structure	NOUN
fis-5120	143	15	of	of	ADP
fis-5120	143	16	differing	differ	VERB
fis-5120	143	17	ages	age	NOUN
fis-5120	143	18	and	and	CCONJ
fis-5120	143	19	with	with	ADP
fis-5120	143	20	unspecified	unspecified	ADJ
fis-5120	143	21	concrete	concrete	ADJ
fis-5120	143	22	mixture	mixture	NOUN
fis-5120	143	23	ratios	ratio	NOUN
fis-5120	143	24	[	[	X
fis-5120	143	25	34	34	NUM
fis-5120	143	26	]	]	PUNCT
fis-5120	143	27	.	.	PUNCT
fis-5120	144	1	reinforced	reinforce	VERB
fis-5120	144	2	bridges	bridge	NOUN
fis-5120	144	3	may	may	AUX
fis-5120	144	4	also	also	ADV
fis-5120	144	5	be	be	AUX
fis-5120	144	6	managed	manage	VERB
fis-5120	144	7	using	use	VERB
fis-5120	144	8	fuzzy	fuzzy	ADJ
fis-5120	144	9	logic	logic	NOUN
fis-5120	144	10	inference	inference	NOUN
fis-5120	144	11	methods	method	NOUN
fis-5120	144	12	.	.	PUNCT
fis-5120	145	1	fis	fis	PROPN
fis-5120	145	2	-	-	PUNCT
fis-5120	145	3	based	base	VERB
fis-5120	145	4	models	model	NOUN
fis-5120	145	5	analyze	analyze	VERB
fis-5120	145	6	various	various	ADJ
fis-5120	145	7	facts	fact	NOUN
fis-5120	145	8	or	or	CCONJ
fis-5120	145	9	knowledge	knowledge	NOUN
fis-5120	145	10	combinations	combination	NOUN
fis-5120	145	11	by	by	ADP
fis-5120	145	12	treating	treat	VERB
fis-5120	145	13	them	they	PRON
fis-5120	145	14	with	with	ADP
fis-5120	145	15	same	same	ADJ
fis-5120	145	16	time	time	NOUN
fis-5120	145	17	and	and	CCONJ
fis-5120	145	18	suggest	suggest	VERB
fis-5120	145	19	the	the	DET
fis-5120	145	20	final	final	ADJ
fis-5120	145	21	response	response	NOUN
fis-5120	145	22	or	or	CCONJ
fis-5120	145	23	guess	guess	VERB
fis-5120	145	24	as	as	ADP
fis-5120	145	25	the	the	DET
fis-5120	145	26	hypothesis	hypothesis	NOUN
fis-5120	145	27	of	of	ADP
fis-5120	145	28	the	the	DET
fis-5120	145	29	a.	a.	PROPN
fis-5120	145	30	anjum	anjum	PROPN
fis-5120	145	31	et	et	PROPN
fis-5120	145	32	alii	alii	PROPN
fis-5120	145	33	,	,	PUNCT
fis-5120	145	34	fracture	fracture	ADJ
fis-5120	145	35	and	and	CCONJ
fis-5120	145	36	structural	structural	ADJ
fis-5120	145	37	integrity	integrity	NOUN
fis-5120	145	38	,	,	PUNCT
fis-5120	145	39	71	71	NUM
fis-5120	145	40	(	(	PUNCT
fis-5120	145	41	2025	2025	NUM
fis-5120	145	42	)	)	PUNCT
fis-5120	145	43	164	164	NUM
fis-5120	145	44	-	-	SYM
fis-5120	145	45	181	181	NUM
fis-5120	145	46	;	;	PUNCT
fis-5120	145	47	doi	doi	NOUN
fis-5120	145	48	:	:	PUNCT
fis-5120	145	49	10.3221	10.3221	NUM
fis-5120	145	50	/	/	SYM
fis-5120	145	51	igf	igf	PROPN
fis-5120	145	52	-	-	PUNCT
fis-5120	145	53	esis.71.12	esis.71.12	PROPN
fis-5120	145	54	172	172	NUM
fis-5120	145	55	highest	high	ADJ
fis-5120	145	56	belief	belief	NOUN
fis-5120	145	57	,	,	PUNCT
fis-5120	145	58	which	which	PRON
fis-5120	145	59	is	be	AUX
fis-5120	145	60	extremely	extremely	ADV
fis-5120	145	61	near	near	ADJ
fis-5120	145	62	to	to	ADP
fis-5120	145	63	the	the	DET
fis-5120	145	64	actual	actual	ADJ
fis-5120	145	65	scenario	scenario	NOUN
fis-5120	145	66	.	.	PUNCT
fis-5120	146	1	the	the	DET
fis-5120	146	2	sole	sole	ADJ
fis-5120	146	3	requirement	requirement	NOUN
fis-5120	146	4	for	for	ADP
fis-5120	146	5	bridge	bridge	NOUN
fis-5120	146	6	inspection	inspection	NOUN
fis-5120	146	7	is	be	AUX
fis-5120	146	8	a	a	DET
fis-5120	146	9	good	good	ADJ
fis-5120	146	10	inspector	inspector	NOUN
fis-5120	146	11	's	's	PART
fis-5120	146	12	judgment	judgment	NOUN
fis-5120	146	13	,	,	PUNCT
fis-5120	146	14	as	as	SCONJ
fis-5120	146	15	no	no	DET
fis-5120	146	16	degraded	degraded	ADJ
fis-5120	146	17	area	area	NOUN
fis-5120	146	18	calculation	calculation	NOUN
fis-5120	146	19	is	be	AUX
fis-5120	146	20	required	require	VERB
fis-5120	146	21	.	.	PUNCT
fis-5120	147	1	it	it	PRON
fis-5120	147	2	should	should	AUX
fis-5120	147	3	be	be	AUX
fis-5120	147	4	emphasized	emphasize	VERB
fis-5120	147	5	that	that	SCONJ
fis-5120	147	6	fuzzy	fuzzy	ADJ
fis-5120	147	7	systems	system	NOUN
fis-5120	147	8	may	may	AUX
fis-5120	147	9	anticipate	anticipate	VERB
fis-5120	147	10	outputs	output	NOUN
fis-5120	147	11	with	with	ADP
fis-5120	147	12	some	some	DET
fis-5120	147	13	noise	noise	NOUN
fis-5120	147	14	[	[	X
fis-5120	147	15	35	35	NUM
fis-5120	147	16	]	]	PUNCT
fis-5120	147	17	.	.	PUNCT
fis-5120	148	1	a	a	DET
fis-5120	148	2	novel	novel	ADJ
fis-5120	148	3	approach	approach	NOUN
fis-5120	148	4	has	have	AUX
fis-5120	148	5	been	be	AUX
fis-5120	148	6	introduced	introduce	VERB
fis-5120	148	7	to	to	PART
fis-5120	148	8	evaluates	evaluate	VERB
fis-5120	148	9	the	the	DET
fis-5120	148	10	severity	severity	NOUN
fis-5120	148	11	of	of	ADP
fis-5120	148	12	cracks	crack	NOUN
fis-5120	148	13	in	in	ADP
fis-5120	148	14	support	support	NOUN
fis-5120	148	15	columns	column	NOUN
fis-5120	148	16	by	by	ADP
fis-5120	148	17	using	use	VERB
fis-5120	148	18	fuzzy	fuzzy	ADJ
fis-5120	148	19	cognitive	cognitive	ADJ
fis-5120	148	20	maps	map	NOUN
fis-5120	148	21	(	(	PUNCT
fis-5120	148	22	fcm	fcm	PROPN
fis-5120	148	23	)	)	PUNCT
fis-5120	148	24	to	to	PART
fis-5120	148	25	encapsulate	encapsulate	VERB
fis-5120	148	26	the	the	DET
fis-5120	148	27	expertise	expertise	NOUN
fis-5120	148	28	of	of	ADP
fis-5120	148	29	specialist	specialist	NOUN
fis-5120	148	30	’s	’s	PART
fis-5120	148	31	insights	insight	NOUN
fis-5120	148	32	gathered	gather	VERB
fis-5120	148	33	from	from	ADP
fis-5120	148	34	relevant	relevant	ADJ
fis-5120	148	35	literature	literature	NOUN
fis-5120	148	36	for	for	ADP
fis-5120	148	37	grading	grade	VERB
fis-5120	148	38	the	the	DET
fis-5120	148	39	severity	severity	NOUN
fis-5120	148	40	of	of	ADP
fis-5120	148	41	fractures	fracture	NOUN
fis-5120	148	42	in	in	ADP
fis-5120	148	43	rc	rc	PROPN
fis-5120	148	44	columns	column	NOUN
fis-5120	148	45	[	[	X
fis-5120	148	46	36	36	NUM
fis-5120	148	47	]	]	PUNCT
fis-5120	148	48	.	.	PUNCT
fis-5120	149	1	additionally	additionally	ADV
fis-5120	149	2	,	,	PUNCT
fis-5120	149	3	a	a	DET
fis-5120	149	4	hybrid	hybrid	ADJ
fis-5120	149	5	neuro	neuro	NOUN
fis-5120	149	6	-	-	PUNCT
fis-5120	149	7	fuzzy	fuzzy	ADJ
fis-5120	149	8	and	and	CCONJ
fis-5120	149	9	self	self	NOUN
fis-5120	149	10	-	-	PUNCT
fis-5120	149	11	tuning	tune	VERB
fis-5120	149	12	predictive	predictive	ADJ
fis-5120	149	13	model	model	NOUN
fis-5120	149	14	,	,	PUNCT
fis-5120	149	15	as	as	SCONJ
fis-5120	149	16	shown	show	VERB
fis-5120	149	17	in	in	ADP
fis-5120	149	18	fig	fig	NOUN
fis-5120	149	19	.	.	PUNCT
fis-5120	150	1	6	6	NUM
fis-5120	150	2	,	,	PUNCT
fis-5120	150	3	has	have	AUX
fis-5120	150	4	been	be	AUX
fis-5120	150	5	implemented	implement	VERB
fis-5120	150	6	to	to	PART
fis-5120	150	7	predict	predict	VERB
fis-5120	150	8	concrete	concrete	ADJ
fis-5120	150	9	carbonation	carbonation	NOUN
fis-5120	150	10	depth	depth	NOUN
fis-5120	150	11	using	use	VERB
fis-5120	150	12	the	the	DET
fis-5120	150	13	anfis	anfis	ADJ
fis-5120	150	14	approach	approach	NOUN
fis-5120	150	15	[	[	X
fis-5120	150	16	37	37	NUM
fis-5120	150	17	]	]	PUNCT
fis-5120	150	18	.	.	PUNCT
fis-5120	151	1	figure	figure	VERB
fis-5120	151	2	6	6	NUM
fis-5120	151	3	:	:	PUNCT
fis-5120	151	4	overall	overall	ADJ
fis-5120	151	5	flowchart	flowchart	NOUN
fis-5120	151	6	developed	develop	VERB
fis-5120	151	7	for	for	ADP
fis-5120	151	8	the	the	DET
fis-5120	151	9	performance	performance	NOUN
fis-5120	151	10	evaluation	evaluation	NOUN
fis-5120	151	11	[	[	X
fis-5120	151	12	37	37	NUM
fis-5120	151	13	]	]	PUNCT
fis-5120	151	14	.	.	PUNCT
fis-5120	152	1	reprinted	reprint	VERB
fis-5120	152	2	under	under	ADP
fis-5120	152	3	the	the	DET
fis-5120	152	4	creative	creative	ADJ
fis-5120	152	5	commons	common	NOUN
fis-5120	152	6	(	(	PUNCT
fis-5120	152	7	cc	cc	NOUN
fis-5120	152	8	)	)	PUNCT
fis-5120	152	9	license	license	NOUN
fis-5120	152	10	(	(	PUNCT
fis-5120	152	11	cc	cc	NOUN
fis-5120	152	12	by	by	ADP
fis-5120	152	13	-	-	PUNCT
fis-5120	152	14	nc	nc	VERB
fis-5120	152	15	-	-	PROPN
fis-5120	152	16	nd	nd	PRON
fis-5120	152	17	4.0	4.0	NUM
fis-5120	152	18	)	)	PUNCT
fis-5120	152	19	.	.	PUNCT
fis-5120	153	1	on	on	ADP
fis-5120	153	2	a	a	DET
fis-5120	153	3	different	different	ADJ
fis-5120	153	4	note	note	NOUN
fis-5120	153	5	,	,	PUNCT
fis-5120	153	6	a	a	DET
fis-5120	153	7	model	model	NOUN
fis-5120	153	8	was	be	AUX
fis-5120	153	9	developed	develop	VERB
fis-5120	153	10	using	use	VERB
fis-5120	153	11	acceleration	acceleration	NOUN
fis-5120	153	12	records	record	NOUN
fis-5120	153	13	ranging	range	VERB
fis-5120	153	14	from	from	ADP
fis-5120	153	15	0.1	0.1	NUM
fis-5120	153	16	g	g	NOUN
fis-5120	153	17	to	to	ADP
fis-5120	153	18	1.5	1.5	NUM
fis-5120	153	19	g	g	NOUN
fis-5120	153	20	,	,	PUNCT
fis-5120	153	21	involving	involve	VERB
fis-5120	153	22	a	a	DET
fis-5120	153	23	concrete	concrete	ADJ
fis-5120	153	24	frame	frame	NOUN
fis-5120	153	25	with	with	ADP
fis-5120	153	26	shear	shear	NOUN
fis-5120	153	27	walls	wall	NOUN
fis-5120	153	28	consisting	consist	VERB
fis-5120	153	29	of	of	ADP
fis-5120	153	30	four	four	NUM
fis-5120	153	31	stories	story	NOUN
fis-5120	153	32	and	and	CCONJ
fis-5120	153	33	four	four	NUM
fis-5120	153	34	bays	bay	NOUN
fis-5120	153	35	,	,	PUNCT
fis-5120	153	36	to	to	PART
fis-5120	153	37	determine	determine	VERB
fis-5120	153	38	the	the	DET
fis-5120	153	39	damage	damage	NOUN
fis-5120	153	40	rate	rate	NOUN
fis-5120	153	41	.	.	PUNCT
fis-5120	154	1	a	a	DET
fis-5120	154	2	total	total	NOUN
fis-5120	154	3	of	of	ADP
fis-5120	154	4	450	450	NUM
fis-5120	154	5	data	datum	NOUN
fis-5120	154	6	points	point	NOUN
fis-5120	154	7	were	be	AUX
fis-5120	154	8	generated	generate	VERB
fis-5120	154	9	for	for	ADP
fis-5120	154	10	testing	testing	NOUN
fis-5120	154	11	,	,	PUNCT
fis-5120	154	12	encompassing	encompass	VERB
fis-5120	154	13	six	six	NUM
fis-5120	154	14	input	input	NOUN
fis-5120	154	15	variables	variable	NOUN
fis-5120	154	16	and	and	CCONJ
fis-5120	154	17	one	one	NUM
fis-5120	154	18	output	output	NOUN
fis-5120	154	19	variable	variable	NOUN
fis-5120	154	20	.	.	PUNCT
fis-5120	155	1	three	three	NUM
fis-5120	155	2	distinct	distinct	ADJ
fis-5120	155	3	data	data	NOUN
fis-5120	155	4	-	-	PUNCT
fis-5120	155	5	centric	centric	ADJ
fis-5120	155	6	models	model	NOUN
fis-5120	155	7	,	,	PUNCT
fis-5120	155	8	like	like	ADP
fis-5120	155	9	ann	ann	PROPN
fis-5120	155	10	,	,	PUNCT
fis-5120	155	11	anfis	anfi	VERB
fis-5120	155	12	,	,	PUNCT
fis-5120	155	13	and	and	CCONJ
fis-5120	155	14	mlr	mlr	NOUN
fis-5120	155	15	,	,	PUNCT
fis-5120	155	16	were	be	AUX
fis-5120	155	17	employed	employ	VERB
fis-5120	155	18	(	(	PUNCT
fis-5120	155	19	fig	fig	NOUN
fis-5120	155	20	.	.	PUNCT
fis-5120	156	1	7	7	NUM
fis-5120	156	2	)	)	PUNCT
fis-5120	156	3	to	to	PART
fis-5120	156	4	forecast	forecast	VERB
fis-5120	156	5	the	the	DET
fis-5120	156	6	displacements	displacement	NOUN
fis-5120	156	7	in	in	ADP
fis-5120	156	8	this	this	DET
fis-5120	156	9	dataset	dataset	NOUN
fis-5120	157	1	[	[	X
fis-5120	157	2	38	38	NUM
fis-5120	157	3	]	]	PUNCT
fis-5120	157	4	.	.	PUNCT
fis-5120	158	1	others	other	NOUN
fis-5120	158	2	to	to	PART
fis-5120	158	3	address	address	VERB
fis-5120	158	4	the	the	DET
fis-5120	158	5	limitations	limitation	NOUN
fis-5120	158	6	of	of	ADP
fis-5120	158	7	current	current	ADJ
fis-5120	158	8	procedures	procedure	NOUN
fis-5120	158	9	,	,	PUNCT
fis-5120	158	10	chan	chan	PROPN
fis-5120	158	11	et	et	PROPN
fis-5120	158	12	al	al	PROPN
fis-5120	158	13	.	.	PUNCT
fis-5120	159	1	[	[	X
fis-5120	159	2	39	39	NUM
fis-5120	159	3	]	]	PUNCT
fis-5120	159	4	have	have	AUX
fis-5120	159	5	introduced	introduce	VERB
fis-5120	159	6	a	a	DET
fis-5120	159	7	conceptual	conceptual	ADJ
fis-5120	159	8	framework	framework	NOUN
fis-5120	159	9	,	,	PUNCT
fis-5120	159	10	as	as	SCONJ
fis-5120	159	11	illustrated	illustrate	VERB
fis-5120	159	12	in	in	ADP
fis-5120	159	13	fig	fig	NOUN
fis-5120	159	14	.	.	PUNCT
fis-5120	160	1	8	8	NUM
fis-5120	160	2	,	,	PUNCT
fis-5120	160	3	which	which	PRON
fis-5120	160	4	integrates	integrate	VERB
fis-5120	160	5	building	build	VERB
fis-5120	160	6	information	information	NOUN
fis-5120	160	7	modelling	modelling	NOUN
fis-5120	160	8	(	(	PUNCT
fis-5120	160	9	bim	bim	NOUN
fis-5120	160	10	)	)	PUNCT
fis-5120	160	11	with	with	ADP
fis-5120	160	12	modern	modern	ADJ
fis-5120	160	13	computer	computer	NOUN
fis-5120	160	14	and	and	CCONJ
fis-5120	160	15	imaging	imaging	NOUN
fis-5120	160	16	technologies	technology	NOUN
fis-5120	160	17	.	.	PUNCT
fis-5120	161	1	this	this	DET
fis-5120	161	2	integration	integration	NOUN
fis-5120	161	3	improves	improve	VERB
fis-5120	161	4	the	the	DET
fis-5120	161	5	reliability	reliability	NOUN
fis-5120	161	6	and	and	CCONJ
fis-5120	161	7	efficiency	efficiency	NOUN
fis-5120	161	8	of	of	ADP
fis-5120	161	9	existing	exist	VERB
fis-5120	161	10	practices	practice	NOUN
fis-5120	161	11	for	for	ADP
fis-5120	161	12	managing	manage	VERB
fis-5120	161	13	bridge	bridge	NOUN
fis-5120	161	14	assets	asset	NOUN
fis-5120	161	15	.	.	PUNCT
fis-5120	162	1	it	it	PRON
fis-5120	162	2	validates	validate	VERB
fis-5120	162	3	and	and	CCONJ
fis-5120	162	4	suggests	suggest	VERB
fis-5120	162	5	incorporating	incorporate	VERB
fis-5120	162	6	bim	bim	NOUN
fis-5120	162	7	findings	finding	NOUN
fis-5120	162	8	from	from	ADP
fis-5120	162	9	advanced	advanced	ADJ
fis-5120	162	10	imaging	imaging	NOUN
fis-5120	162	11	and	and	CCONJ
fis-5120	162	12	data	datum	NOUN
fis-5120	162	13	processing	processing	NOUN
fis-5120	162	14	into	into	ADP
fis-5120	162	15	future	future	ADJ
fis-5120	162	16	bridge	bridge	NOUN
fis-5120	162	17	assessments	assessment	NOUN
fis-5120	162	18	.	.	PUNCT
fis-5120	163	1	in	in	ADP
fis-5120	163	2	a	a	DET
fis-5120	163	3	study	study	NOUN
fis-5120	163	4	related	relate	VERB
fis-5120	163	5	to	to	ADP
fis-5120	163	6	civil	civil	ADJ
fis-5120	163	7	structures	structure	NOUN
fis-5120	163	8	,	,	PUNCT
fis-5120	163	9	a	a	DET
fis-5120	163	10	diagnostic	diagnostic	ADJ
fis-5120	163	11	support	support	NOUN
fis-5120	163	12	system	system	NOUN
fis-5120	163	13	for	for	ADP
fis-5120	163	14	identifying	identify	VERB
fis-5120	163	15	causes	cause	NOUN
fis-5120	163	16	of	of	ADP
fis-5120	163	17	deterioration	deterioration	NOUN
fis-5120	163	18	and	and	CCONJ
fis-5120	163	19	repair	repair	NOUN
fis-5120	163	20	strategies	strategy	NOUN
fis-5120	163	21	in	in	ADP
fis-5120	163	22	marine	marine	ADJ
fis-5120	163	23	concrete	concrete	ADJ
fis-5120	163	24	structures	structure	NOUN
fis-5120	163	25	has	have	AUX
fis-5120	163	26	been	be	AUX
fis-5120	163	27	presented	present	VERB
fis-5120	163	28	[	[	PUNCT
fis-5120	163	29	11	11	NUM
fis-5120	163	30	]	]	PUNCT
fis-5120	163	31	.	.	PUNCT
fis-5120	164	1	additionally	additionally	ADV
fis-5120	164	2	,	,	PUNCT
fis-5120	164	3	a	a	DET
fis-5120	164	4	version	version	NOUN
fis-5120	164	5	of	of	ADP
fis-5120	164	6	generative	generative	ADJ
fis-5120	164	7	adversarial	adversarial	ADJ
fis-5120	164	8	networks	network	NOUN
fis-5120	164	9	(	(	PUNCT
fis-5120	164	10	gan	gan	PROPN
fis-5120	164	11	)	)	PUNCT
fis-5120	164	12	,	,	PUNCT
fis-5120	164	13	referred	refer	VERB
fis-5120	164	14	to	to	ADP
fis-5120	164	15	as	as	SCONJ
fis-5120	164	16	cycleconsistent	cycleconsistent	NOUN
fis-5120	164	17	wasserstein	wasserstein	NOUN
fis-5120	164	18	deep	deep	ADJ
fis-5120	164	19	convolutional	convolutional	ADJ
fis-5120	164	20	gan	gan	NOUN
fis-5120	164	21	with	with	ADP
fis-5120	164	22	gradient	gradient	ADJ
fis-5120	164	23	penalty	penalty	NOUN
fis-5120	164	24	,	,	PUNCT
fis-5120	164	25	was	be	AUX
fis-5120	164	26	created	create	VERB
fis-5120	164	27	to	to	PART
fis-5120	164	28	investigate	investigate	VERB
fis-5120	164	29	the	the	DET
fis-5120	164	30	changes	change	NOUN
fis-5120	164	31	in	in	ADP
fis-5120	164	32	structural	structural	ADJ
fis-5120	164	33	dynamic	dynamic	ADJ
fis-5120	164	34	signatures	signature	NOUN
fis-5120	164	35	when	when	SCONJ
fis-5120	164	36	transitioning	transition	VERB
fis-5120	164	37	from	from	ADP
fis-5120	164	38	a	a	DET
fis-5120	164	39	damaged	damage	VERB
fis-5120	164	40	to	to	ADP
fis-5120	164	41	an	an	DET
fis-5120	164	42	undamaged	undamaged	ADJ
fis-5120	164	43	state	state	NOUN
fis-5120	164	44	.	.	PUNCT
fis-5120	165	1	this	this	DET
fis-5120	165	2	research	research	NOUN
fis-5120	165	3	also	also	ADV
fis-5120	165	4	examines	examine	VERB
fis-5120	165	5	the	the	DET
fis-5120	165	6	potential	potential	NOUN
fis-5120	165	7	for	for	ADP
fis-5120	165	8	predictive	predictive	ADJ
fis-5120	165	9	damage	damage	NOUN
fis-5120	165	10	detection	detection	NOUN
fis-5120	165	11	using	use	VERB
fis-5120	165	12	this	this	DET
fis-5120	165	13	approach	approach	NOUN
fis-5120	165	14	.	.	PUNCT
fis-5120	166	1	the	the	DET
fis-5120	166	2	findings	finding	NOUN
fis-5120	166	3	indicate	indicate	VERB
fis-5120	166	4	that	that	SCONJ
fis-5120	166	5	the	the	DET
fis-5120	166	6	suggested	suggest	VERB
fis-5120	166	7	model	model	NOUN
fis-5120	166	8	is	be	AUX
fis-5120	166	9	capable	capable	ADJ
fis-5120	166	10	of	of	ADP
fis-5120	166	11	accurately	accurately	ADV
fis-5120	166	12	simulating	simulate	VERB
fis-5120	166	13	damaged	damage	VERB
fis-5120	166	14	responses	response	NOUN
fis-5120	166	15	from	from	ADP
fis-5120	166	16	undamaged	undamaged	ADJ
fis-5120	166	17	ones	one	NOUN
fis-5120	166	18	and	and	CCONJ
fis-5120	166	19	vice	vice	ADV
fis-5120	166	20	versa	versa	ADV
fis-5120	166	21	.	.	PUNCT
fis-5120	167	1	this	this	DET
fis-5120	167	2	methodology	methodology	NOUN
fis-5120	167	3	enables	enable	VERB
fis-5120	167	4	an	an	DET
fis-5120	167	5	understanding	understanding	NOUN
fis-5120	167	6	of	of	ADP
fis-5120	167	7	the	the	DET
fis-5120	167	8	impaired	impaired	ADJ
fis-5120	167	9	condition	condition	NOUN
fis-5120	167	10	while	while	SCONJ
fis-5120	167	11	the	the	DET
fis-5120	167	12	structure	structure	NOUN
fis-5120	167	13	remains	remain	VERB
fis-5120	167	14	in	in	ADP
fis-5120	167	15	an	an	DET
fis-5120	167	16	undamaged	undamaged	ADJ
fis-5120	167	17	state	state	NOUN
fis-5120	167	18	,	,	PUNCT
fis-5120	167	19	and	and	CCONJ
fis-5120	168	1	vice	vice	ADV
fis-5120	168	2	versa	versa	ADV
fis-5120	169	1	[	[	X
fis-5120	169	2	40	40	NUM
fis-5120	169	3	]	]	PUNCT
fis-5120	169	4	.	.	PUNCT
fis-5120	170	1	furthermore	furthermore	ADV
fis-5120	170	2	,	,	PUNCT
fis-5120	170	3	acoustic	acoustic	ADJ
fis-5120	170	4	emissions	emission	NOUN
fis-5120	170	5	have	have	AUX
fis-5120	170	6	been	be	AUX
fis-5120	170	7	studied	study	VERB
fis-5120	170	8	for	for	ADP
fis-5120	170	9	monitoring	monitor	VERB
fis-5120	170	10	failure	failure	NOUN
fis-5120	170	11	modes	mode	NOUN
fis-5120	170	12	in	in	ADP
fis-5120	170	13	cfrp	cfrp	NOUN
fis-5120	170	14	-	-	PUNCT
fis-5120	170	15	strengthened	strengthen	VERB
fis-5120	170	16	concrete	concrete	ADJ
fis-5120	170	17	structures	structure	NOUN
fis-5120	170	18	[	[	X
fis-5120	170	19	12	12	NUM
fis-5120	170	20	]	]	PUNCT
fis-5120	170	21	.	.	PUNCT
fis-5120	171	1	figure	figure	VERB
fis-5120	171	2	7	7	NUM
fis-5120	171	3	:	:	PUNCT
fis-5120	171	4	structure	structure	NOUN
fis-5120	171	5	of	of	ADP
fis-5120	171	6	anfis	anfi	VERB
fis-5120	171	7	with	with	ADP
fis-5120	171	8	two	two	NUM
fis-5120	171	9	input	input	NOUN
fis-5120	171	10	variables	variable	NOUN
fis-5120	171	11	,	,	PUNCT
fis-5120	171	12	one	one	NUM
fis-5120	171	13	output	output	NOUN
fis-5120	171	14	variable	variable	NOUN
fis-5120	171	15	,	,	PUNCT
fis-5120	171	16	and	and	CCONJ
fis-5120	171	17	five	five	NUM
fis-5120	171	18	layers	layer	NOUN
fis-5120	172	1	[	[	X
fis-5120	172	2	38	38	NUM
fis-5120	172	3	]	]	PUNCT
fis-5120	172	4	.	.	PUNCT
fis-5120	173	1	reprinted	reprint	VERB
fis-5120	173	2	under	under	ADP
fis-5120	173	3	the	the	DET
fis-5120	173	4	creative	creative	ADJ
fis-5120	173	5	commons	common	NOUN
fis-5120	173	6	(	(	PUNCT
fis-5120	173	7	cc	cc	NOUN
fis-5120	173	8	)	)	PUNCT
fis-5120	173	9	license	license	NOUN
fis-5120	173	10	(	(	PUNCT
fis-5120	173	11	cc	cc	VERB
fis-5120	173	12	by	by	ADP
fis-5120	173	13	4.0	4.0	NUM
fis-5120	173	14	)	)	PUNCT
fis-5120	173	15	.	.	PUNCT
fis-5120	174	1	a.	a.	PROPN
fis-5120	174	2	anjum	anjum	PROPN
fis-5120	174	3	et	et	PROPN
fis-5120	174	4	alii	alii	PROPN
fis-5120	174	5	,	,	PUNCT
fis-5120	174	6	fracture	fracture	ADJ
fis-5120	174	7	and	and	CCONJ
fis-5120	174	8	structural	structural	ADJ
fis-5120	174	9	integrity	integrity	NOUN
fis-5120	174	10	,	,	PUNCT
fis-5120	174	11	71	71	NUM
fis-5120	174	12	(	(	PUNCT
fis-5120	174	13	2025	2025	NUM
fis-5120	174	14	)	)	PUNCT
fis-5120	174	15	164	164	NUM
fis-5120	174	16	-	-	SYM
fis-5120	174	17	181	181	NUM
fis-5120	174	18	;	;	PUNCT
fis-5120	174	19	doi	doi	NOUN
fis-5120	174	20	:	:	PUNCT
fis-5120	174	21	10.3221	10.3221	NUM
fis-5120	174	22	/	/	SYM
fis-5120	174	23	igf	igf	PROPN
fis-5120	174	24	-	-	PUNCT
fis-5120	174	25	esis.71.12	esis.71.12	PROPN
fis-5120	174	26	173	173	NUM
fis-5120	174	27	predictive	predictive	ADJ
fis-5120	174	28	models	model	NOUN
fis-5120	174	29	for	for	ADP
fis-5120	174	30	concrete	concrete	ADJ
fis-5120	174	31	properties	property	NOUN
fis-5120	174	32	were	be	AUX
fis-5120	174	33	created	create	VERB
fis-5120	174	34	using	use	VERB
fis-5120	174	35	radial	radial	ADJ
fis-5120	174	36	basis	basis	NOUN
fis-5120	174	37	function	function	NOUN
fis-5120	174	38	and	and	CCONJ
fis-5120	174	39	polynomial	polynomial	ADJ
fis-5120	174	40	kernels	kernel	NOUN
fis-5120	174	41	based	base	VERB
fis-5120	174	42	on	on	ADP
fis-5120	174	43	mixed	mixed	ADJ
fis-5120	174	44	component	component	NOUN
fis-5120	174	45	content	content	NOUN
fis-5120	174	46	[	[	X
fis-5120	174	47	41	41	NUM
fis-5120	174	48	]	]	PUNCT
fis-5120	174	49	.	.	PUNCT
fis-5120	175	1	recent	recent	ADJ
fis-5120	175	2	research	research	NOUN
fis-5120	175	3	has	have	AUX
fis-5120	175	4	introduced	introduce	VERB
fis-5120	175	5	data	data	NOUN
fis-5120	175	6	-	-	PUNCT
fis-5120	175	7	driven	drive	VERB
fis-5120	175	8	techniques	technique	NOUN
fis-5120	175	9	to	to	PART
fis-5120	175	10	enhance	enhance	VERB
fis-5120	175	11	the	the	DET
fis-5120	175	12	corrosion	corrosion	NOUN
fis-5120	175	13	assessment	assessment	NOUN
fis-5120	175	14	of	of	ADP
fis-5120	175	15	rc	rc	PROPN
fis-5120	175	16	structures	structure	NOUN
fis-5120	175	17	[	[	X
fis-5120	175	18	13	13	NUM
fis-5120	175	19	]	]	PUNCT
fis-5120	175	20	,	,	PUNCT
fis-5120	175	21	as	as	ADV
fis-5120	175	22	well	well	ADV
fis-5120	175	23	as	as	ADP
fis-5120	175	24	estimating	estimate	VERB
fis-5120	175	25	the	the	DET
fis-5120	175	26	final	final	ADJ
fis-5120	175	27	axial	axial	ADJ
fis-5120	175	28	deformation	deformation	NOUN
fis-5120	175	29	of	of	ADP
fis-5120	175	30	concrete	concrete	ADJ
fis-5120	175	31	cylinders	cylinder	NOUN
fis-5120	175	32	reinforced	reinforce	VERB
fis-5120	175	33	with	with	ADP
fis-5120	175	34	frp	frp	PROPN
fis-5120	175	35	,	,	PUNCT
fis-5120	175	36	utilizing	utilize	VERB
fis-5120	175	37	both	both	CCONJ
fis-5120	175	38	direct	direct	ADJ
fis-5120	175	39	and	and	CCONJ
fis-5120	175	40	indirect	indirect	ADJ
fis-5120	175	41	computational	computational	ADJ
fis-5120	175	42	methods	method	NOUN
fis-5120	175	43	[	[	X
fis-5120	175	44	42	42	NUM
fis-5120	175	45	]	]	PUNCT
fis-5120	175	46	.	.	PUNCT
fis-5120	176	1	figure	figure	NOUN
fis-5120	176	2	8	8	NUM
fis-5120	176	3	:	:	PUNCT
fis-5120	176	4	typical	typical	ADJ
fis-5120	176	5	information	information	NOUN
fis-5120	176	6	flow	flow	NOUN
fis-5120	176	7	for	for	ADP
fis-5120	176	8	bridge	bridge	NOUN
fis-5120	176	9	asset	asset	NOUN
fis-5120	176	10	.	.	PUNCT
fis-5120	177	1	a	a	DET
fis-5120	177	2	novel	novel	ADJ
fis-5120	177	3	damage	damage	NOUN
fis-5120	177	4	classification	classification	NOUN
fis-5120	177	5	method	method	NOUN
fis-5120	177	6	,	,	PUNCT
fis-5120	177	7	focused	focus	VERB
fis-5120	177	8	on	on	ADP
fis-5120	177	9	vibration	vibration	NOUN
fis-5120	177	10	data	datum	NOUN
fis-5120	177	11	from	from	ADP
fis-5120	177	12	rc	rc	PROPN
fis-5120	177	13	beams	beam	NOUN
fis-5120	177	14	,	,	PUNCT
fis-5120	177	15	has	have	AUX
fis-5120	177	16	been	be	AUX
fis-5120	177	17	developed	develop	VERB
fis-5120	177	18	to	to	PART
fis-5120	177	19	efficiently	efficiently	ADV
fis-5120	177	20	handle	handle	VERB
fis-5120	177	21	real	real	ADJ
fis-5120	177	22	-	-	PUNCT
fis-5120	177	23	time	time	NOUN
fis-5120	177	24	big	big	ADJ
fis-5120	177	25	data	datum	NOUN
fis-5120	177	26	in	in	ADP
fis-5120	177	27	the	the	DET
fis-5120	177	28	frequency	frequency	NOUN
fis-5120	177	29	domain	domain	NOUN
fis-5120	177	30	.	.	PUNCT
fis-5120	178	1	such	such	DET
fis-5120	178	2	a	a	DET
fis-5120	178	3	reliable	reliable	ADJ
fis-5120	178	4	on	on	ADP
fis-5120	178	5	-	-	PUNCT
fis-5120	178	6	site	site	NOUN
fis-5120	178	7	damage	damage	NOUN
fis-5120	178	8	diagnostic	diagnostic	ADJ
fis-5120	178	9	system	system	NOUN
fis-5120	178	10	necessitates	necessitate	VERB
fis-5120	178	11	a	a	DET
fis-5120	178	12	statistical	statistical	ADJ
fis-5120	178	13	pattern	pattern	NOUN
fis-5120	178	14	recognition	recognition	NOUN
fis-5120	178	15	approach	approach	NOUN
fis-5120	178	16	,	,	PUNCT
fis-5120	178	17	obviating	obviate	VERB
fis-5120	178	18	the	the	DET
fis-5120	178	19	need	need	NOUN
fis-5120	178	20	for	for	ADP
fis-5120	178	21	computationally	computationally	ADV
fis-5120	178	22	intensive	intensive	ADJ
fis-5120	178	23	discrete	discrete	ADJ
fis-5120	178	24	modeling	modeling	NOUN
fis-5120	178	25	techniques	technique	NOUN
fis-5120	178	26	and	and	CCONJ
fis-5120	178	27	reverse	reverse	VERB
fis-5120	178	28	analysis	analysis	NOUN
fis-5120	178	29	approaches	approach	NOUN
fis-5120	178	30	,	,	PUNCT
fis-5120	178	31	along	along	ADP
fis-5120	178	32	with	with	ADP
fis-5120	178	33	their	their	PRON
fis-5120	178	34	related	related	ADJ
fis-5120	178	35	adjustments	adjustment	NOUN
fis-5120	178	36	and	and	CCONJ
fis-5120	178	37	intrinsic	intrinsic	ADJ
fis-5120	178	38	inaccuracies	inaccuracy	NOUN
fis-5120	178	39	.	.	PUNCT
fis-5120	179	1	in	in	ADP
fis-5120	179	2	this	this	DET
fis-5120	179	3	regard	regard	NOUN
fis-5120	179	4	,	,	PUNCT
fis-5120	179	5	al	al	PROPN
fis-5120	179	6	-	-	PUNCT
fis-5120	179	7	ghalib	ghalib	PROPN
fis-5120	179	8	et	et	PROPN
fis-5120	179	9	al	al	PROPN
fis-5120	179	10	.	.	PUNCT
fis-5120	180	1	[	[	X
fis-5120	180	2	43	43	NUM
fis-5120	180	3	]	]	PUNCT
fis-5120	180	4	introduced	introduce	VERB
fis-5120	180	5	a	a	DET
fis-5120	180	6	dual	dual	ADJ
fis-5120	180	7	-	-	PUNCT
fis-5120	180	8	phase	phase	NOUN
fis-5120	180	9	method	method	NOUN
fis-5120	180	10	integrating	integrate	VERB
fis-5120	180	11	key	key	ADJ
fis-5120	180	12	feature	feature	NOUN
fis-5120	180	13	analysis	analysis	NOUN
fis-5120	180	14	and	and	CCONJ
fis-5120	180	15	karhunen	karhunen	NOUN
fis-5120	180	16	–	–	PUNCT
fis-5120	180	17	loeve	loeve	NOUN
fis-5120	180	18	transformation	transformation	NOUN
fis-5120	180	19	which	which	PRON
fis-5120	180	20	is	be	AUX
fis-5120	180	21	based	base	VERB
fis-5120	180	22	on	on	ADP
fis-5120	180	23	statistical	statistical	ADJ
fis-5120	180	24	methods	method	NOUN
fis-5120	180	25	for	for	ADP
fis-5120	180	26	damage	damage	NOUN
fis-5120	180	27	categorization	categorization	NOUN
fis-5120	180	28	.	.	PUNCT
fis-5120	181	1	additionally	additionally	ADV
fis-5120	181	2	,	,	PUNCT
fis-5120	181	3	gui	gui	NOUN
fis-5120	181	4	et	et	PROPN
fis-5120	181	5	al	al	PROPN
fis-5120	181	6	.	.	PUNCT
fis-5120	182	1	[	[	X
fis-5120	182	2	44	44	NUM
fis-5120	182	3	]	]	PUNCT
fis-5120	182	4	introduced	introduce	VERB
fis-5120	182	5	3	3	NUM
fis-5120	182	6	optimization	optimization	NOUN
fis-5120	182	7	-	-	PUNCT
fis-5120	182	8	driven	drive	VERB
fis-5120	182	9	support	support	NOUN
fis-5120	182	10	vector	vector	NOUN
fis-5120	182	11	machines	machine	NOUN
fis-5120	182	12	for	for	ADP
fis-5120	182	13	identifying	identify	VERB
fis-5120	182	14	damage	damage	NOUN
fis-5120	182	15	.	.	PUNCT
fis-5120	183	1	these	these	DET
fis-5120	183	2	models	model	NOUN
fis-5120	183	3	optimize	optimize	VERB
fis-5120	183	4	parameters	parameter	NOUN
fis-5120	183	5	such	such	ADJ
fis-5120	183	6	as	as	ADP
fis-5120	183	7	constraint	constraint	NOUN
fis-5120	183	8	coefficients	coefficient	NOUN
fis-5120	183	9	and	and	CCONJ
fis-5120	183	10	gaussian	gaussian	ADJ
fis-5120	183	11	kernel	kernel	NOUN
fis-5120	183	12	function	function	PROPN
fis-5120	183	13	settings	setting	NOUN
fis-5120	183	14	using	use	VERB
fis-5120	183	15	methods	method	NOUN
fis-5120	183	16	such	such	ADJ
fis-5120	183	17	as	as	ADP
fis-5120	183	18	grid	grid	NOUN
fis-5120	183	19	search	search	NOUN
fis-5120	183	20	,	,	PUNCT
fis-5120	183	21	particle	particle	NOUN
fis-5120	183	22	swarm	swarm	NOUN
fis-5120	183	23	optimization	optimization	NOUN
fis-5120	183	24	,	,	PUNCT
fis-5120	183	25	and	and	CCONJ
fis-5120	183	26	evolutionary	evolutionary	ADJ
fis-5120	183	27	algorithms	algorithm	NOUN
fis-5120	183	28	.	.	PUNCT
fis-5120	184	1	two	two	NUM
fis-5120	184	2	different	different	ADJ
fis-5120	184	3	feature	feature	NOUN
fis-5120	184	4	extraction	extraction	NOUN
fis-5120	184	5	approaches	approach	NOUN
fis-5120	184	6	,	,	PUNCT
fis-5120	184	7	particularly	particularly	ADV
fis-5120	184	8	focusing	focus	VERB
fis-5120	184	9	on	on	ADP
fis-5120	184	10	sequential	sequential	ADJ
fis-5120	184	11	data	datum	NOUN
fis-5120	184	12	were	be	AUX
fis-5120	184	13	used	use	VERB
fis-5120	184	14	to	to	PART
fis-5120	184	15	identify	identify	VERB
fis-5120	184	16	significant	significant	ADJ
fis-5120	184	17	damage	damage	NOUN
fis-5120	184	18	features	feature	NOUN
fis-5120	184	19	.	.	PUNCT
fis-5120	185	1	the	the	DET
fis-5120	185	2	study	study	NOUN
fis-5120	185	3	examined	examine	VERB
fis-5120	185	4	the	the	DET
fis-5120	185	5	flexural	flexural	ADJ
fis-5120	185	6	fracture	fracture	PROPN
fis-5120	185	7	behavior	behavior	NOUN
fis-5120	185	8	of	of	ADP
fis-5120	185	9	rc	rc	PROPN
fis-5120	185	10	beams	beam	NOUN
fis-5120	185	11	using	use	VERB
fis-5120	185	12	a	a	DET
fis-5120	185	13	combination	combination	NOUN
fis-5120	185	14	of	of	ADP
fis-5120	185	15	experimental	experimental	ADJ
fis-5120	185	16	and	and	CCONJ
fis-5120	185	17	numerical	numerical	ADJ
fis-5120	185	18	methods	method	NOUN
fis-5120	185	19	.	.	PUNCT
fis-5120	186	1	experimental	experimental	ADJ
fis-5120	186	2	research	research	NOUN
fis-5120	186	3	investigated	investigate	VERB
fis-5120	186	4	the	the	DET
fis-5120	186	5	influence	influence	NOUN
fis-5120	186	6	of	of	ADP
fis-5120	186	7	adjusting	adjust	VERB
fis-5120	186	8	the	the	DET
fis-5120	186	9	ratio	ratio	NOUN
fis-5120	186	10	of	of	ADP
fis-5120	186	11	reinforcing	reinforce	VERB
fis-5120	186	12	steel	steel	NOUN
fis-5120	186	13	in	in	ADP
fis-5120	186	14	beam	beam	PROPN
fis-5120	186	15	cross	cross	NOUN
fis-5120	186	16	-	-	NOUN
fis-5120	186	17	sections	section	NOUN
fis-5120	186	18	on	on	ADP
fis-5120	186	19	flexural	flexural	ADJ
fis-5120	186	20	fracture	fracture	NOUN
fis-5120	186	21	.	.	PUNCT
fis-5120	187	1	this	this	PRON
fis-5120	187	2	led	lead	VERB
fis-5120	187	3	to	to	ADP
fis-5120	187	4	the	the	DET
fis-5120	187	5	development	development	NOUN
fis-5120	187	6	and	and	CCONJ
fis-5120	187	7	validation	validation	NOUN
fis-5120	187	8	of	of	ADP
fis-5120	187	9	a	a	DET
fis-5120	187	10	digital	digital	ADJ
fis-5120	187	11	imaging	imaging	NOUN
fis-5120	187	12	-	-	PUNCT
fis-5120	187	13	based	base	VERB
fis-5120	187	14	software	software	NOUN
fis-5120	187	15	for	for	ADP
fis-5120	187	16	immediate	immediate	ADJ
fis-5120	187	17	crack	crack	NOUN
fis-5120	187	18	visualization	visualization	NOUN
fis-5120	187	19	and	and	CCONJ
fis-5120	187	20	measurement	measurement	NOUN
fis-5120	187	21	using	use	VERB
fis-5120	187	22	spatiotemporal	spatiotemporal	ADJ
fis-5120	187	23	video	video	NOUN
fis-5120	187	24	surveillance	surveillance	NOUN
fis-5120	187	25	data	datum	NOUN
fis-5120	187	26	from	from	ADP
fis-5120	187	27	beam	beam	NOUN
fis-5120	187	28	testing	testing	NOUN
fis-5120	187	29	.	.	PUNCT
fis-5120	188	1	this	this	DET
fis-5120	188	2	tool	tool	NOUN
fis-5120	188	3	,	,	PUNCT
fis-5120	188	4	based	base	VERB
fis-5120	188	5	on	on	ADP
fis-5120	188	6	experimental	experimental	ADJ
fis-5120	188	7	insights	insight	NOUN
fis-5120	188	8	,	,	PUNCT
fis-5120	188	9	provides	provide	VERB
fis-5120	188	10	a	a	DET
fis-5120	188	11	valuable	valuable	ADJ
fis-5120	188	12	resource	resource	NOUN
fis-5120	188	13	for	for	ADP
fis-5120	188	14	structural	structural	ADJ
fis-5120	188	15	designers	designer	NOUN
fis-5120	188	16	and	and	CCONJ
fis-5120	188	17	practitioners	practitioner	NOUN
fis-5120	188	18	aiming	aim	VERB
fis-5120	188	19	to	to	PART
fis-5120	188	20	design	design	VERB
fis-5120	188	21	rc	rc	PROPN
fis-5120	188	22	members	member	NOUN
fis-5120	188	23	and	and	CCONJ
fis-5120	188	24	systems	system	NOUN
fis-5120	188	25	with	with	ADP
fis-5120	188	26	improved	improved	ADJ
fis-5120	188	27	serviceability	serviceability	NOUN
fis-5120	188	28	[	[	X
fis-5120	188	29	4	4	NUM
fis-5120	188	30	]	]	PUNCT
fis-5120	188	31	.	.	PUNCT
fis-5120	189	1	critical	critical	ADJ
fis-5120	189	2	analysis	analysis	NOUN
fis-5120	189	3	and	and	CCONJ
fis-5120	189	4	discussion	discussion	NOUN
fis-5120	189	5	hrough	hrough	ADV
fis-5120	189	6	a	a	DET
fis-5120	189	7	meticulous	meticulous	ADJ
fis-5120	189	8	analysis	analysis	NOUN
fis-5120	189	9	of	of	ADP
fis-5120	189	10	these	these	DET
fis-5120	189	11	methodologies	methodology	NOUN
fis-5120	189	12	,	,	PUNCT
fis-5120	189	13	the	the	DET
fis-5120	189	14	work	work	NOUN
fis-5120	189	15	illuminates	illuminate	VERB
fis-5120	189	16	the	the	DET
fis-5120	189	17	potential	potential	NOUN
fis-5120	189	18	for	for	ADP
fis-5120	189	19	innovative	innovative	ADJ
fis-5120	189	20	optimization	optimization	NOUN
fis-5120	189	21	in	in	ADP
fis-5120	189	22	structural	structural	ADJ
fis-5120	189	23	engineering	engineering	NOUN
fis-5120	189	24	,	,	PUNCT
fis-5120	189	25	maintenance	maintenance	NOUN
fis-5120	189	26	,	,	PUNCT
fis-5120	189	27	and	and	CCONJ
fis-5120	189	28	design	design	NOUN
fis-5120	189	29	processes	process	NOUN
fis-5120	189	30	.	.	PUNCT
fis-5120	190	1	however	however	ADV
fis-5120	190	2	,	,	PUNCT
fis-5120	190	3	a	a	DET
fis-5120	190	4	critical	critical	ADJ
fis-5120	190	5	examination	examination	NOUN
fis-5120	190	6	of	of	ADP
fis-5120	190	7	the	the	DET
fis-5120	190	8	review	review	NOUN
fis-5120	190	9	reveals	reveal	VERB
fis-5120	190	10	certain	certain	ADJ
fis-5120	190	11	areas	area	NOUN
fis-5120	190	12	where	where	SCONJ
fis-5120	190	13	practical	practical	ADJ
fis-5120	190	14	issues	issue	NOUN
fis-5120	190	15	and	and	CCONJ
fis-5120	190	16	challenges	challenge	NOUN
fis-5120	190	17	are	be	AUX
fis-5120	190	18	encountered	encounter	VERB
fis-5120	190	19	,	,	PUNCT
fis-5120	190	20	as	as	ADV
fis-5120	190	21	well	well	ADV
fis-5120	190	22	as	as	ADP
fis-5120	190	23	opportunities	opportunity	NOUN
fis-5120	190	24	for	for	ADP
fis-5120	190	25	further	further	ADJ
fis-5120	190	26	research	research	NOUN
fis-5120	190	27	and	and	CCONJ
fis-5120	190	28	development	development	NOUN
fis-5120	190	29	.	.	PUNCT
fis-5120	191	1	it	it	PRON
fis-5120	191	2	examines	examine	VERB
fis-5120	191	3	optimization	optimization	NOUN
fis-5120	191	4	methods	method	NOUN
fis-5120	191	5	in	in	ADP
fis-5120	191	6	civil	civil	ADJ
fis-5120	191	7	engineering	engineering	NOUN
fis-5120	191	8	,	,	PUNCT
fis-5120	191	9	emphasizing	emphasize	VERB
fis-5120	191	10	their	their	PRON
fis-5120	191	11	potential	potential	NOUN
fis-5120	191	12	to	to	PART
fis-5120	191	13	optimize	optimize	VERB
fis-5120	191	14	structural	structural	ADJ
fis-5120	191	15	design	design	NOUN
fis-5120	191	16	,	,	PUNCT
fis-5120	191	17	material	material	NOUN
fis-5120	191	18	properties	property	NOUN
fis-5120	191	19	,	,	PUNCT
fis-5120	191	20	and	and	CCONJ
fis-5120	191	21	construction	construction	NOUN
fis-5120	191	22	techniques	technique	NOUN
fis-5120	191	23	.	.	PUNCT
fis-5120	192	1	it	it	PRON
fis-5120	192	2	highlights	highlight	VERB
fis-5120	192	3	the	the	DET
fis-5120	192	4	significance	significance	NOUN
fis-5120	192	5	of	of	ADP
fis-5120	192	6	methods	method	NOUN
fis-5120	192	7	such	such	ADJ
fis-5120	192	8	as	as	ADP
fis-5120	192	9	doe	doe	NOUN
fis-5120	192	10	,	,	PUNCT
fis-5120	192	11	fuzzy	fuzzy	ADJ
fis-5120	192	12	logic	logic	NOUN
fis-5120	192	13	,	,	PUNCT
fis-5120	192	14	and	and	CCONJ
fis-5120	192	15	nondestructive	nondestructive	ADJ
fis-5120	192	16	testing	testing	NOUN
fis-5120	192	17	,	,	PUNCT
fis-5120	192	18	though	though	SCONJ
fis-5120	192	19	it	it	PRON
fis-5120	192	20	also	also	ADV
fis-5120	192	21	identifies	identify	VERB
fis-5120	192	22	several	several	ADJ
fis-5120	192	23	critical	critical	ADJ
fis-5120	192	24	areas	area	NOUN
fis-5120	192	25	that	that	PRON
fis-5120	192	26	need	need	VERB
fis-5120	192	27	more	more	ADJ
fis-5120	192	28	in	in	ADP
fis-5120	192	29	-	-	PUNCT
fis-5120	192	30	depth	depth	NOUN
fis-5120	192	31	.	.	PUNCT
fis-5120	193	1	tab	tab	NOUN
fis-5120	193	2	.	.	PUNCT
fis-5120	194	1	3	3	NUM
fis-5120	194	2	listed	list	VERB
fis-5120	194	3	recent	recent	ADJ
fis-5120	194	4	studies	study	NOUN
fis-5120	194	5	on	on	ADP
fis-5120	194	6	such	such	ADJ
fis-5120	194	7	cases	case	NOUN
fis-5120	194	8	by	by	ADP
fis-5120	194	9	giving	give	VERB
fis-5120	194	10	the	the	DET
fis-5120	194	11	overview	overview	NOUN
fis-5120	194	12	studies	study	NOUN
fis-5120	194	13	.	.	PUNCT
fis-5120	195	1	bridge	bridge	NOUN
fis-5120	195	2	asset	asset	PROPN
fis-5120	195	3	management	management	NOUN
fis-5120	195	4	bams	bams	PROPN
fis-5120	195	5	(	(	PUNCT
fis-5120	195	6	current	current	ADJ
fis-5120	195	7	)	)	PUNCT
fis-5120	195	8	visual	visual	ADJ
fis-5120	195	9	inspection	inspection	NOUN
fis-5120	195	10	data	datum	NOUN
fis-5120	195	11	destructive	destructive	ADJ
fis-5120	195	12	and	and	CCONJ
fis-5120	195	13	non	non	ADJ
fis-5120	195	14	-	-	ADJ
fis-5120	195	15	destructive	destructive	ADJ
fis-5120	195	16	findings	finding	NOUN
fis-5120	195	17	predictive	predictive	ADJ
fis-5120	195	18	modelling	modelling	NOUN
fis-5120	195	19	load	load	NOUN
fis-5120	195	20	rating	rating	NOUN
fis-5120	195	21	maintenance	maintenance	NOUN
fis-5120	195	22	,	,	PUNCT
fis-5120	195	23	repair	repair	NOUN
fis-5120	195	24	and	and	CCONJ
fis-5120	195	25	control	control	NOUN
fis-5120	195	26	bis	bis	PROPN
fis-5120	195	27	(	(	PUNCT
fis-5120	195	28	predecessor	predecessor	NOUN
fis-5120	195	29	)	)	PUNCT
fis-5120	195	30	t	t	PROPN
fis-5120	195	31	a.	a.	PROPN
fis-5120	195	32	anjum	anjum	PROPN
fis-5120	195	33	et	et	PROPN
fis-5120	195	34	alii	alii	PROPN
fis-5120	195	35	,	,	PUNCT
fis-5120	195	36	fracture	fracture	ADJ
fis-5120	195	37	and	and	CCONJ
fis-5120	195	38	structural	structural	ADJ
fis-5120	195	39	integrity	integrity	NOUN
fis-5120	195	40	,	,	PUNCT
fis-5120	195	41	71	71	NUM
fis-5120	195	42	(	(	PUNCT
fis-5120	195	43	2025	2025	NUM
fis-5120	195	44	)	)	PUNCT
fis-5120	195	45	164	164	NUM
fis-5120	195	46	-	-	SYM
fis-5120	195	47	181	181	NUM
fis-5120	195	48	;	;	PUNCT
fis-5120	195	49	doi	doi	NOUN
fis-5120	195	50	:	:	PUNCT
fis-5120	195	51	10.3221	10.3221	NUM
fis-5120	195	52	/	/	SYM
fis-5120	195	53	igf	igf	PROPN
fis-5120	195	54	-	-	PUNCT
fis-5120	195	55	esis.71.12	esis.71.12	PROPN
fis-5120	195	56	174	174	NUM
fis-5120	195	57	another	another	DET
fis-5120	195	58	significant	significant	ADJ
fis-5120	195	59	concern	concern	NOUN
fis-5120	195	60	is	be	AUX
fis-5120	195	61	the	the	DET
fis-5120	195	62	integration	integration	NOUN
fis-5120	195	63	of	of	ADP
fis-5120	195	64	advanced	advanced	ADJ
fis-5120	195	65	optimization	optimization	NOUN
fis-5120	195	66	techniques	technique	NOUN
fis-5120	195	67	into	into	ADP
fis-5120	195	68	established	establish	VERB
fis-5120	195	69	engineering	engineering	NOUN
fis-5120	195	70	workflows	workflow	NOUN
fis-5120	195	71	.	.	PUNCT
fis-5120	196	1	the	the	DET
fis-5120	196	2	regulatory	regulatory	ADJ
fis-5120	196	3	compliance	compliance	NOUN
fis-5120	196	4	challenges	challenge	NOUN
fis-5120	196	5	highlighted	highlight	VERB
fis-5120	196	6	in	in	ADP
fis-5120	196	7	research	research	NOUN
fis-5120	196	8	including	include	VERB
fis-5120	196	9	work	work	NOUN
fis-5120	196	10	by	by	ADP
fis-5120	196	11	m.	m.	NOUN
fis-5120	196	12	khajehzadeh	khajehzadeh	PROPN
fis-5120	196	13	et	et	PROPN
fis-5120	196	14	al	al	PROPN
fis-5120	196	15	.	.	PUNCT
fis-5120	197	1	[	[	X
fis-5120	197	2	21	21	NUM
fis-5120	197	3	]	]	PUNCT
fis-5120	197	4	and	and	CCONJ
fis-5120	197	5	p.	p.	PROPN
fis-5120	197	6	salimi	salimi	PROPN
fis-5120	197	7	et	et	PROPN
fis-5120	197	8	al	al	PROPN
fis-5120	197	9	.	.	PUNCT
fis-5120	198	1	[	[	X
fis-5120	198	2	22	22	NUM
fis-5120	198	3	]	]	PUNCT
fis-5120	198	4	underline	underline	NOUN
fis-5120	198	5	the	the	DET
fis-5120	198	6	need	need	NOUN
fis-5120	198	7	for	for	SCONJ
fis-5120	198	8	these	these	DET
fis-5120	198	9	techniques	technique	NOUN
fis-5120	198	10	to	to	PART
fis-5120	198	11	evolve	evolve	VERB
fis-5120	198	12	in	in	ADP
fis-5120	198	13	tandem	tandem	NOUN
fis-5120	198	14	with	with	ADP
fis-5120	198	15	regulatory	regulatory	ADJ
fis-5120	198	16	standards	standard	NOUN
fis-5120	198	17	,	,	PUNCT
fis-5120	198	18	ensuring	ensure	VERB
fis-5120	198	19	they	they	PRON
fis-5120	198	20	are	be	AUX
fis-5120	198	21	not	not	PART
fis-5120	198	22	only	only	ADV
fis-5120	198	23	innovative	innovative	ADJ
fis-5120	198	24	but	but	CCONJ
fis-5120	198	25	also	also	ADV
fis-5120	198	26	compliant	compliant	ADJ
fis-5120	198	27	.	.	PUNCT
fis-5120	199	1	additionally	additionally	ADV
fis-5120	199	2	,	,	PUNCT
fis-5120	199	3	the	the	DET
fis-5120	199	4	works	work	NOUN
fis-5120	199	5	of	of	ADP
fis-5120	199	6	l.	l.	PROPN
fis-5120	199	7	ngoc	ngoc	PROPN
fis-5120	199	8	quynh	quynh	PROPN
fis-5120	199	9	khoi	khoi	PROPN
fis-5120	200	1	[	[	X
fis-5120	200	2	26	26	NUM
fis-5120	200	3	]	]	PUNCT
fis-5120	200	4	and	and	CCONJ
fis-5120	200	5	h.	h.	PROPN
fis-5120	200	6	elhegazy	elhegazy	PROPN
fis-5120	200	7	et	et	PROPN
fis-5120	200	8	al	al	PROPN
fis-5120	200	9	.	.	PUNCT
fis-5120	201	1	[	[	X
fis-5120	201	2	45	45	NUM
fis-5120	201	3	]	]	PUNCT
fis-5120	201	4	illustrate	illustrate	VERB
fis-5120	201	5	that	that	SCONJ
fis-5120	201	6	while	while	SCONJ
fis-5120	201	7	these	these	DET
fis-5120	201	8	methods	method	NOUN
fis-5120	201	9	show	show	VERB
fis-5120	201	10	promise	promise	NOUN
fis-5120	201	11	in	in	ADP
fis-5120	201	12	pilot	pilot	NOUN
fis-5120	201	13	studies	study	NOUN
fis-5120	201	14	,	,	PUNCT
fis-5120	201	15	scaling	scale	VERB
fis-5120	201	16	them	they	PRON
fis-5120	201	17	to	to	ADP
fis-5120	201	18	larger	large	ADJ
fis-5120	201	19	projects	project	NOUN
fis-5120	201	20	involves	involve	VERB
fis-5120	201	21	overcoming	overcome	VERB
fis-5120	201	22	resistance	resistance	NOUN
fis-5120	201	23	within	within	ADP
fis-5120	201	24	engineering	engineering	NOUN
fis-5120	201	25	firms	firm	NOUN
fis-5120	201	26	accustomed	accustom	VERB
fis-5120	201	27	to	to	ADP
fis-5120	201	28	traditional	traditional	ADJ
fis-5120	201	29	methods	method	NOUN
fis-5120	201	30	.	.	PUNCT
fis-5120	202	1	as	as	SCONJ
fis-5120	202	2	emphasized	emphasize	VERB
fis-5120	202	3	by	by	ADP
fis-5120	202	4	the	the	DET
fis-5120	202	5	reliability	reliability	NOUN
fis-5120	202	6	-	-	PUNCT
fis-5120	202	7	based	base	VERB
fis-5120	202	8	approaches	approach	NOUN
fis-5120	202	9	by	by	ADP
fis-5120	202	10	e.	e.	PROPN
fis-5120	202	11	s.	s.	PROPN
fis-5120	202	12	cavaco	cavaco	PROPN
fis-5120	202	13	et	et	PROPN
fis-5120	202	14	al	al	PROPN
fis-5120	202	15	.	.	PUNCT
fis-5120	203	1	[	[	X
fis-5120	203	2	29	29	NUM
fis-5120	203	3	]	]	PUNCT
fis-5120	203	4	and	and	CCONJ
fis-5120	203	5	optimization	optimization	NOUN
fis-5120	203	6	techniques	technique	NOUN
fis-5120	203	7	discussed	discuss	VERB
fis-5120	203	8	by	by	ADP
fis-5120	203	9	s.	s.	PROPN
fis-5120	203	10	moradi	moradi	PROPN
fis-5120	203	11	and	and	CCONJ
fis-5120	203	12	h.	h.	PROPN
fis-5120	203	13	v.	v.	CCONJ
fis-5120	203	14	burton	burton	PROPN
fis-5120	204	1	[	[	X
fis-5120	204	2	30	30	NUM
fis-5120	204	3	]	]	PUNCT
fis-5120	204	4	reveal	reveal	VERB
fis-5120	204	5	limitations	limitation	NOUN
fis-5120	204	6	in	in	ADP
fis-5120	204	7	accurately	accurately	ADV
fis-5120	204	8	predicting	predict	VERB
fis-5120	204	9	structural	structural	ADJ
fis-5120	204	10	responses	response	NOUN
fis-5120	204	11	under	under	ADP
fis-5120	204	12	dynamic	dynamic	ADJ
fis-5120	204	13	conditions	condition	NOUN
fis-5120	204	14	.	.	PUNCT
fis-5120	205	1	similarly	similarly	ADV
fis-5120	205	2	,	,	PUNCT
fis-5120	205	3	s.	s.	PROPN
fis-5120	205	4	hooshmandi	hooshmandi	VERB
fis-5120	205	5	et	et	PROPN
fis-5120	205	6	al	al	PROPN
fis-5120	205	7	.	.	PUNCT
fis-5120	206	1	[	[	X
fis-5120	206	2	2	2	X
fis-5120	206	3	]	]	PUNCT
fis-5120	206	4	and	and	CCONJ
fis-5120	206	5	s.	s.	PROPN
fis-5120	206	6	hu	hu	PROPN
fis-5120	206	7	et	et	PROPN
fis-5120	206	8	al	al	PROPN
fis-5120	206	9	.	.	PUNCT
fis-5120	207	1	[	[	X
fis-5120	207	2	46	46	NUM
fis-5120	207	3	]	]	PUNCT
fis-5120	207	4	,	,	PUNCT
fis-5120	207	5	model	model	NOUN
fis-5120	207	6	predictions	prediction	NOUN
fis-5120	207	7	often	often	ADV
fis-5120	207	8	fall	fall	VERB
fis-5120	207	9	short	short	ADJ
fis-5120	207	10	due	due	ADP
fis-5120	207	11	to	to	ADP
fis-5120	207	12	simplifications	simplification	NOUN
fis-5120	207	13	in	in	ADP
fis-5120	207	14	methodologies	methodology	NOUN
fis-5120	207	15	like	like	ADP
fis-5120	207	16	the	the	DET
fis-5120	207	17	response	response	NOUN
fis-5120	207	18	surface	surface	NOUN
fis-5120	207	19	and	and	CCONJ
fis-5120	207	20	sensitivity	sensitivity	NOUN
fis-5120	207	21	analysis	analysis	NOUN
fis-5120	207	22	,	,	PUNCT
fis-5120	207	23	which	which	PRON
fis-5120	207	24	may	may	AUX
fis-5120	207	25	not	not	PART
fis-5120	207	26	fully	fully	ADV
fis-5120	207	27	account	account	VERB
fis-5120	207	28	for	for	ADP
fis-5120	207	29	complex	complex	ADJ
fis-5120	207	30	interactions	interaction	NOUN
fis-5120	207	31	in	in	ADP
fis-5120	207	32	real	real	ADJ
fis-5120	207	33	-	-	PUNCT
fis-5120	207	34	world	world	NOUN
fis-5120	207	35	scenarios	scenario	NOUN
fis-5120	207	36	.	.	PUNCT
fis-5120	208	1	furthermore	furthermore	ADV
fis-5120	208	2	,	,	PUNCT
fis-5120	208	3	the	the	DET
fis-5120	208	4	discussion	discussion	NOUN
fis-5120	208	5	on	on	ADP
fis-5120	208	6	interdisciplinary	interdisciplinary	ADJ
fis-5120	208	7	integration	integration	NOUN
fis-5120	208	8	and	and	CCONJ
fis-5120	208	9	computational	computational	ADJ
fis-5120	208	10	resource	resource	NOUN
fis-5120	208	11	demands	demand	NOUN
fis-5120	208	12	is	be	AUX
fis-5120	208	13	critical	critical	ADJ
fis-5120	208	14	but	but	CCONJ
fis-5120	208	15	insufficiently	insufficiently	ADV
fis-5120	208	16	addressed	address	VERB
fis-5120	208	17	.	.	PUNCT
fis-5120	209	1	effective	effective	ADJ
fis-5120	209	2	application	application	NOUN
fis-5120	209	3	of	of	ADP
fis-5120	209	4	these	these	DET
fis-5120	209	5	methods	method	NOUN
fis-5120	209	6	necessitates	necessitate	VERB
fis-5120	209	7	robust	robust	ADJ
fis-5120	209	8	interdisciplinary	interdisciplinary	ADJ
fis-5120	209	9	collaboration	collaboration	NOUN
fis-5120	209	10	and	and	CCONJ
fis-5120	209	11	substantial	substantial	ADJ
fis-5120	209	12	computational	computational	ADJ
fis-5120	209	13	resources	resource	NOUN
fis-5120	209	14	.	.	PUNCT
fis-5120	210	1	structure	structure	NOUN
fis-5120	210	2	technique	technique	NOUN
fis-5120	210	3	focus	focus	NOUN
fis-5120	210	4	limitation	limitation	NOUN
fis-5120	210	5	outcome	outcome	NOUN
fis-5120	210	6	references	reference	NOUN
fis-5120	210	7	concrete	concrete	ADJ
fis-5120	210	8	components	component	NOUN
fis-5120	210	9	hybrid	hybrid	ADJ
fis-5120	210	10	gbrt	gbrt	NOUN
fis-5120	210	11	with	with	ADP
fis-5120	210	12	gridsearchcv	gridsearchcv	NOUN
fis-5120	210	13	predict	predict	VERB
fis-5120	210	14	cs	cs	PROPN
fis-5120	210	15	with	with	ADP
fis-5120	210	16	increased	increase	VERB
fis-5120	210	17	precision	precision	NOUN
fis-5120	210	18	limited	limit	VERB
fis-5120	210	19	to	to	ADP
fis-5120	210	20	tested	test	VERB
fis-5120	210	21	input	input	NOUN
fis-5120	210	22	data	datum	NOUN
fis-5120	210	23	ranges	range	VERB
fis-5120	210	24	higher	high	ADJ
fis-5120	210	25	prediction	prediction	NOUN
fis-5120	210	26	accuracy	accuracy	NOUN
fis-5120	210	27	with	with	ADP
fis-5120	210	28	r2	r2	PROPN
fis-5120	210	29	=	=	SYM
fis-5120	210	30	0.9612	0.9612	PROPN
fis-5120	210	31	and	and	CCONJ
fis-5120	210	32	rmse	rmse	ADJ
fis-5120	210	33	=	=	PUNCT
fis-5120	211	1	2.3214	2.3214	NUM
fis-5120	211	2	[	[	X
fis-5120	211	3	1	1	NUM
fis-5120	211	4	]	]	PUNCT
fis-5120	211	5	bridges	bridge	NOUN
fis-5120	211	6	random	random	ADJ
fis-5120	211	7	forest	forest	NOUN
fis-5120	211	8	(	(	PUNCT
fis-5120	211	9	rf	rf	NOUN
fis-5120	211	10	)	)	PUNCT
fis-5120	211	11	and	and	CCONJ
fis-5120	211	12	extreme	extreme	ADJ
fis-5120	211	13	gradient	gradient	NOUN
fis-5120	211	14	boosting	boost	VERB
fis-5120	211	15	(	(	PUNCT
fis-5120	211	16	xgboost	xgboost	ADV
fis-5120	211	17	)	)	PUNCT
fis-5120	211	18	predict	predict	VERB
fis-5120	211	19	bridge	bridge	NOUN
fis-5120	211	20	deck	deck	NOUN
fis-5120	211	21	conditions	condition	NOUN
fis-5120	211	22	accurately	accurately	ADV
fis-5120	211	23	requires	require	VERB
fis-5120	211	24	separate	separate	ADJ
fis-5120	211	25	analysis	analysis	NOUN
fis-5120	211	26	for	for	SCONJ
fis-5120	211	27	each	each	DET
fis-5120	211	28	geographic	geographic	ADJ
fis-5120	211	29	location	location	NOUN
fis-5120	211	30	to	to	PART
fis-5120	211	31	select	select	VERB
fis-5120	211	32	impactful	impactful	ADJ
fis-5120	211	33	features	feature	NOUN
fis-5120	211	34	assists	assist	VERB
fis-5120	211	35	organizations	organization	NOUN
fis-5120	211	36	in	in	ADP
fis-5120	211	37	distributing	distribute	VERB
fis-5120	211	38	funds	fund	NOUN
fis-5120	211	39	effectively	effectively	ADV
fis-5120	211	40	and	and	CCONJ
fis-5120	211	41	acquiring	acquire	VERB
fis-5120	211	42	precise	precise	ADJ
fis-5120	211	43	data	datum	NOUN
fis-5120	211	44	for	for	ADP
fis-5120	211	45	upcoming	upcoming	ADJ
fis-5120	211	46	bridges	bridge	NOUN
fis-5120	212	1	[	[	X
fis-5120	212	2	10	10	NUM
fis-5120	212	3	]	]	X
fis-5120	212	4	cantilever	cantilever	NOUN
fis-5120	212	5	beam	beam	NOUN
fis-5120	212	6	and	and	CCONJ
fis-5120	212	7	railway	railway	NOUN
fis-5120	212	8	bridge	bridge	NOUN
fis-5120	212	9	digital	digital	ADJ
fis-5120	212	10	twin	twin	ADJ
fis-5120	212	11	framework	framework	NOUN
fis-5120	212	12	evaluate	evaluate	VERB
fis-5120	212	13	the	the	DET
fis-5120	212	14	realtime	realtime	ADJ
fis-5120	212	15	decisionmaking	decisionmake	VERB
fis-5120	212	16	abilities	ability	NOUN
fis-5120	212	17	of	of	ADP
fis-5120	212	18	health	health	NOUN
fis-5120	212	19	-	-	PUNCT
fis-5120	212	20	conscious	conscious	ADJ
fis-5120	212	21	virtual	virtual	ADJ
fis-5120	212	22	replicas	replica	NOUN
fis-5120	212	23	tests	test	NOUN
fis-5120	212	24	conducted	conduct	VERB
fis-5120	212	25	with	with	ADP
fis-5120	212	26	accurate	accurate	ADJ
fis-5120	212	27	simulation	simulation	NOUN
fis-5120	212	28	results	result	NOUN
fis-5120	212	29	distorted	distort	VERB
fis-5120	212	30	by	by	ADP
fis-5120	212	31	additional	additional	ADJ
fis-5120	212	32	gaussian	gaussian	ADJ
fis-5120	212	33	noise	noise	NOUN
fis-5120	212	34	encodes	encodes	PRON
fis-5120	212	35	asset	asset	NOUN
fis-5120	212	36	-	-	PUNCT
fis-5120	212	37	twin	twin	NOUN
fis-5120	212	38	system	system	NOUN
fis-5120	212	39	,	,	PUNCT
fis-5120	212	40	end	end	NOUN
fis-5120	212	41	-	-	PUNCT
fis-5120	212	42	to	to	ADP
fis-5120	212	43	-	-	PUNCT
fis-5120	212	44	end	end	NOUN
fis-5120	212	45	information	information	NOUN
fis-5120	212	46	flow	flow	NOUN
fis-5120	212	47	,	,	PUNCT
fis-5120	212	48	and	and	CCONJ
fis-5120	212	49	evolution	evolution	NOUN
fis-5120	212	50	over	over	ADP
fis-5120	212	51	time	time	NOUN
fis-5120	212	52	with	with	ADP
fis-5120	212	53	quantified	quantified	ADJ
fis-5120	212	54	uncertainty	uncertainty	NOUN
fis-5120	212	55	[	[	X
fis-5120	212	56	14	14	NUM
fis-5120	212	57	]	]	PUNCT
fis-5120	212	58	construction	construction	NOUN
fis-5120	212	59	projects	project	NOUN
fis-5120	212	60	aosma	aosma	NOUN
fis-5120	212	61	enhance	enhance	VERB
fis-5120	212	62	duration	duration	NOUN
fis-5120	212	63	,	,	PUNCT
fis-5120	212	64	expenses	expense	NOUN
fis-5120	212	65	,	,	PUNCT
fis-5120	212	66	standards	standard	NOUN
fis-5120	212	67	,	,	PUNCT
fis-5120	212	68	and	and	CCONJ
fis-5120	212	69	security	security	NOUN
fis-5120	212	70	for	for	ADP
fis-5120	212	71	building	building	NOUN
fis-5120	212	72	projects	project	NOUN
fis-5120	212	73	modification	modification	NOUN
fis-5120	212	74	of	of	ADP
fis-5120	212	75	sma	sma	NOUN
fis-5120	212	76	to	to	PART
fis-5120	212	77	aosma	aosma	NOUN
fis-5120	212	78	required	require	VERB
fis-5120	212	79	for	for	ADP
fis-5120	212	80	better	well	ADJ
fis-5120	212	81	project	project	NOUN
fis-5120	212	82	completion	completion	NOUN
fis-5120	212	83	effective	effective	ADJ
fis-5120	212	84	simultaneous	simultaneous	ADJ
fis-5120	212	85	optimization	optimization	NOUN
fis-5120	212	86	of	of	ADP
fis-5120	212	87	objectives	objective	NOUN
fis-5120	212	88	identifies	identify	VERB
fis-5120	212	89	pareto	pareto	VERB
fis-5120	212	90	-	-	PUNCT
fis-5120	212	91	optimal	optimal	ADJ
fis-5120	212	92	solutions	solution	NOUN
fis-5120	212	93	[	[	X
fis-5120	212	94	24	24	NUM
fis-5120	212	95	]	]	PUNCT
fis-5120	212	96	slope	slope	NOUN
fis-5120	212	97	under	under	ADP
fis-5120	212	98	earthquake	earthquake	NOUN
fis-5120	212	99	forces	force	NOUN
fis-5120	212	100	anns	ann	NOUN
fis-5120	212	101	and	and	CCONJ
fis-5120	212	102	sca	sca	PROPN
fis-5120	212	103	predict	predict	VERB
fis-5120	212	104	fos	fos	NOUN
fis-5120	212	105	for	for	ADP
fis-5120	212	106	slopes	slope	NOUN
fis-5120	212	107	subjected	subject	VERB
fis-5120	212	108	to	to	ADP
fis-5120	212	109	both	both	CCONJ
fis-5120	212	110	static	static	ADJ
fis-5120	212	111	and	and	CCONJ
fis-5120	212	112	dynamic	dynamic	ADJ
fis-5120	212	113	forces	force	NOUN
fis-5120	212	114	takes	take	VERB
fis-5120	212	115	an	an	DET
fis-5120	212	116	extended	extended	ADJ
fis-5120	212	117	period	period	NOUN
fis-5120	212	118	to	to	PART
fis-5120	212	119	accurately	accurately	ADV
fis-5120	212	120	reach	reach	VERB
fis-5120	212	121	an	an	DET
fis-5120	212	122	error	error	NOUN
fis-5120	212	123	minimum	minimum	NOUN
fis-5120	212	124	effective	effective	ADJ
fis-5120	212	125	for	for	ADP
fis-5120	212	126	static	static	ADJ
fis-5120	212	127	and	and	CCONJ
fis-5120	212	128	seismic	seismic	ADJ
fis-5120	212	129	safety	safety	NOUN
fis-5120	212	130	factor	factor	NOUN
fis-5120	212	131	estimation	estimation	NOUN
fis-5120	212	132	with	with	ADP
fis-5120	212	133	rmse	rmse	NOUN
fis-5120	212	134	=	=	PROPN
fis-5120	212	135	0.023	0.023	NUM
fis-5120	212	136	and	and	CCONJ
fis-5120	212	137	correlation	correlation	NOUN
fis-5120	212	138	coefficient	coefficient	NOUN
fis-5120	212	139	=	=	PROPN
fis-5120	212	140	0.984	0.984	NUM
fis-5120	212	141	[	[	X
fis-5120	212	142	47	47	NUM
fis-5120	212	143	]	]	PUNCT
fis-5120	212	144	gas	gas	NOUN
fis-5120	212	145	field	field	NOUN
fis-5120	212	146	construction	construction	NOUN
fis-5120	212	147	critical	critical	ADJ
fis-5120	212	148	chain	chain	NOUN
fis-5120	212	149	project	project	NOUN
fis-5120	212	150	management	management	NOUN
fis-5120	212	151	(	(	PUNCT
fis-5120	212	152	ccpm	ccpm	PROPN
fis-5120	212	153	)	)	PUNCT
fis-5120	212	154	determine	determine	VERB
fis-5120	212	155	time	time	NOUN
fis-5120	212	156	buffer	buffer	NOUN
fis-5120	212	157	sizes	size	NOUN
fis-5120	212	158	in	in	ADP
fis-5120	212	159	engineering	engineering	NOUN
fis-5120	212	160	and	and	CCONJ
fis-5120	212	161	construction	construction	NOUN
fis-5120	212	162	projects	project	NOUN
fis-5120	212	163	needs	need	VERB
fis-5120	212	164	integration	integration	NOUN
fis-5120	212	165	with	with	ADP
fis-5120	212	166	resource	resource	NOUN
fis-5120	212	167	-	-	PUNCT
fis-5120	212	168	leveling	level	VERB
fis-5120	212	169	algorithms	algorithm	NOUN
fis-5120	212	170	for	for	ADP
fis-5120	212	171	unpredictable	unpredictable	ADJ
fis-5120	212	172	changes	change	NOUN
fis-5120	212	173	more	more	ADV
fis-5120	212	174	stable	stable	ADJ
fis-5120	212	175	planning	planning	NOUN
fis-5120	212	176	compared	compare	VERB
fis-5120	212	177	to	to	ADP
fis-5120	212	178	traditional	traditional	ADJ
fis-5120	212	179	methods	method	NOUN
fis-5120	212	180	[	[	X
fis-5120	212	181	48	48	NUM
fis-5120	212	182	]	]	PUNCT
fis-5120	212	183	concrete	concrete	ADJ
fis-5120	212	184	block	block	NOUN
fis-5120	212	185	ml	ml	ADP
fis-5120	212	186	different	different	ADJ
fis-5120	212	187	algorithms	algorithm	NOUN
fis-5120	212	188	enhance	enhance	VERB
fis-5120	212	189	damage	damage	NOUN
fis-5120	212	190	detection	detection	NOUN
fis-5120	212	191	in	in	ADP
fis-5120	212	192	concrete	concrete	ADJ
fis-5120	212	193	block	block	NOUN
fis-5120	212	194	using	use	VERB
fis-5120	212	195	different	different	ADJ
fis-5120	212	196	learning	learning	NOUN
fis-5120	212	197	techniques	technique	NOUN
fis-5120	212	198	limited	limit	VERB
fis-5120	212	199	experiment	experiment	NOUN
fis-5120	212	200	data	datum	NOUN
fis-5120	212	201	was	be	AUX
fis-5120	212	202	used	use	VERB
fis-5120	212	203	for	for	ADP
fis-5120	212	204	training	training	NOUN
fis-5120	212	205	and	and	CCONJ
fis-5120	212	206	testing	test	VERB
fis-5120	212	207	the	the	DET
fis-5120	212	208	data	datum	NOUN
fis-5120	212	209	effective	effective	ADJ
fis-5120	212	210	with	with	ADP
fis-5120	212	211	multiple	multiple	ADJ
fis-5120	212	212	variation	variation	NOUN
fis-5120	212	213	of	of	ADP
fis-5120	212	214	materials	material	NOUN
fis-5120	212	215	and	and	CCONJ
fis-5120	212	216	dimensional	dimensional	ADJ
fis-5120	212	217	parameters	parameter	NOUN
fis-5120	212	218	to	to	PART
fis-5120	212	219	enhance	enhance	VERB
fis-5120	212	220	shm	shm	NOUN
fis-5120	212	221	[	[	X
fis-5120	212	222	49	49	NUM
fis-5120	212	223	]	]	PUNCT
fis-5120	212	224	geostructures	geostructure	NOUN
fis-5120	212	225	limit	limit	VERB
fis-5120	212	226	analysis	analysis	NOUN
fis-5120	212	227	-	-	PUNCT
fis-5120	212	228	based	base	VERB
fis-5120	212	229	topology	topology	NOUN
fis-5120	212	230	optimization	optimization	NOUN
fis-5120	212	231	method	method	NOUN
fis-5120	212	232	integrate	integrate	VERB
fis-5120	212	233	mixed	mixed	ADJ
fis-5120	212	234	limit	limit	NOUN
fis-5120	212	235	analysis	analysis	NOUN
fis-5120	212	236	and	and	CCONJ
fis-5120	212	237	density	density	NOUN
fis-5120	212	238	-	-	PUNCT
fis-5120	212	239	based	base	VERB
fis-5120	212	240	topology	topology	NOUN
fis-5120	212	241	optimization	optimization	NOUN
fis-5120	212	242	enables	enable	VERB
fis-5120	212	243	a	a	DET
fis-5120	212	244	dualmaterial	dualmaterial	ADJ
fis-5120	212	245	approach	approach	NOUN
fis-5120	212	246	centered	center	VERB
fis-5120	212	247	on	on	ADP
fis-5120	212	248	maximum	maximum	ADJ
fis-5120	212	249	load	load	NOUN
fis-5120	212	250	-	-	PUNCT
fis-5120	212	251	bearing	bear	VERB
fis-5120	212	252	strength	strength	NOUN
fis-5120	212	253	progresses	progress	VERB
fis-5120	212	254	geostructures	geostructure	VERB
fis-5120	212	255	design	design	NOUN
fis-5120	212	256	techniques	technique	NOUN
fis-5120	212	257	,	,	PUNCT
fis-5120	212	258	fostering	foster	VERB
fis-5120	212	259	eco	eco	NOUN
fis-5120	212	260	-	-	PUNCT
fis-5120	212	261	friendly	friendly	ADJ
fis-5120	212	262	and	and	CCONJ
fis-5120	212	263	durable	durable	ADJ
fis-5120	212	264	civil	civil	ADJ
fis-5120	212	265	structure	structure	NOUN
fis-5120	212	266	[	[	X
fis-5120	212	267	50	50	NUM
fis-5120	212	268	]	]	SYM
fis-5120	212	269	table	table	NOUN
fis-5120	212	270	3	3	NUM
fis-5120	212	271	:	:	PUNCT
fis-5120	212	272	overview	overview	NOUN
fis-5120	212	273	and	and	CCONJ
fis-5120	212	274	outcome	outcome	NOUN
fis-5120	212	275	of	of	ADP
fis-5120	212	276	recent	recent	ADJ
fis-5120	212	277	studies	study	NOUN
fis-5120	212	278	of	of	ADP
fis-5120	212	279	civil	civil	ADJ
fis-5120	212	280	structures	structure	NOUN
fis-5120	212	281	.	.	PUNCT
fis-5120	213	1	a.	a.	PROPN
fis-5120	213	2	anjum	anjum	PROPN
fis-5120	213	3	et	et	PROPN
fis-5120	213	4	alii	alii	PROPN
fis-5120	213	5	,	,	PUNCT
fis-5120	213	6	fracture	fracture	ADJ
fis-5120	213	7	and	and	CCONJ
fis-5120	213	8	structural	structural	ADJ
fis-5120	213	9	integrity	integrity	NOUN
fis-5120	213	10	,	,	PUNCT
fis-5120	213	11	71	71	NUM
fis-5120	213	12	(	(	PUNCT
fis-5120	213	13	2025	2025	NUM
fis-5120	213	14	)	)	PUNCT
fis-5120	213	15	164	164	NUM
fis-5120	213	16	-	-	SYM
fis-5120	213	17	181	181	NUM
fis-5120	213	18	;	;	PUNCT
fis-5120	213	19	doi	doi	NOUN
fis-5120	213	20	:	:	PUNCT
fis-5120	213	21	10.3221	10.3221	NUM
fis-5120	213	22	/	/	SYM
fis-5120	213	23	igf	igf	PROPN
fis-5120	213	24	-	-	PUNCT
fis-5120	213	25	esis.71.12	esis.71.12	PROPN
fis-5120	213	26	175	175	NUM
fis-5120	213	27	future	future	ADJ
fis-5120	213	28	research	research	NOUN
fis-5120	213	29	should	should	AUX
fis-5120	213	30	focus	focus	VERB
fis-5120	213	31	on	on	ADP
fis-5120	213	32	developing	develop	VERB
fis-5120	213	33	more	more	ADV
fis-5120	213	34	robust	robust	ADJ
fis-5120	213	35	data	datum	NOUN
fis-5120	213	36	collection	collection	NOUN
fis-5120	213	37	and	and	CCONJ
fis-5120	213	38	preprocessing	preprocesse	VERB
fis-5120	213	39	techniques	technique	NOUN
fis-5120	213	40	to	to	PART
fis-5120	213	41	mitigate	mitigate	VERB
fis-5120	213	42	the	the	DET
fis-5120	213	43	sensitivity	sensitivity	NOUN
fis-5120	213	44	of	of	ADP
fis-5120	213	45	selected	select	VERB
fis-5120	213	46	optimization	optimization	NOUN
fis-5120	213	47	methods	method	NOUN
fis-5120	213	48	to	to	PART
fis-5120	213	49	input	input	VERB
fis-5120	213	50	data	datum	NOUN
fis-5120	213	51	quality	quality	NOUN
fis-5120	213	52	.	.	PUNCT
fis-5120	214	1	there	there	PRON
fis-5120	214	2	is	be	VERB
fis-5120	214	3	also	also	ADV
fis-5120	214	4	a	a	DET
fis-5120	214	5	need	need	NOUN
fis-5120	214	6	for	for	ADP
fis-5120	214	7	comprehensive	comprehensive	ADJ
fis-5120	214	8	studies	study	NOUN
fis-5120	214	9	that	that	PRON
fis-5120	214	10	compare	compare	VERB
fis-5120	214	11	soft	soft	ADJ
fis-5120	214	12	computing	computing	NOUN
fis-5120	214	13	methods	method	NOUN
fis-5120	214	14	with	with	ADP
fis-5120	214	15	traditional	traditional	ADJ
fis-5120	214	16	optimization	optimization	NOUN
fis-5120	214	17	techniques	technique	NOUN
fis-5120	214	18	to	to	PART
fis-5120	214	19	delineate	delineate	VERB
fis-5120	214	20	their	their	PRON
fis-5120	214	21	specific	specific	ADJ
fis-5120	214	22	advantages	advantage	NOUN
fis-5120	214	23	and	and	CCONJ
fis-5120	214	24	limitations	limitation	NOUN
fis-5120	214	25	.	.	PUNCT
fis-5120	215	1	interdisciplinary	interdisciplinary	ADJ
fis-5120	215	2	collaboration	collaboration	NOUN
fis-5120	215	3	must	must	AUX
fis-5120	215	4	be	be	AUX
fis-5120	215	5	enhanced	enhance	VERB
fis-5120	215	6	through	through	ADP
fis-5120	215	7	structured	structure	VERB
fis-5120	215	8	educational	educational	ADJ
fis-5120	215	9	programs	program	NOUN
fis-5120	215	10	and	and	CCONJ
fis-5120	215	11	knowledge	knowledge	NOUN
fis-5120	215	12	transfer	transfer	NOUN
fis-5120	215	13	initiatives	initiative	NOUN
fis-5120	215	14	to	to	PART
fis-5120	215	15	bridge	bridge	VERB
fis-5120	215	16	the	the	DET
fis-5120	215	17	gap	gap	NOUN
fis-5120	215	18	between	between	ADP
fis-5120	215	19	civil	civil	ADJ
fis-5120	215	20	engineering	engineering	NOUN
fis-5120	215	21	and	and	CCONJ
fis-5120	215	22	computational	computational	ADJ
fis-5120	215	23	sciences	science	NOUN
fis-5120	215	24	.	.	PUNCT
fis-5120	216	1	additionally	additionally	ADV
fis-5120	216	2	,	,	PUNCT
fis-5120	216	3	addressing	address	VERB
fis-5120	216	4	computational	computational	ADJ
fis-5120	216	5	resource	resource	NOUN
fis-5120	216	6	constraints	constraint	NOUN
fis-5120	216	7	through	through	ADP
fis-5120	216	8	the	the	DET
fis-5120	216	9	development	development	NOUN
fis-5120	216	10	of	of	ADP
fis-5120	216	11	more	more	ADV
fis-5120	216	12	efficient	efficient	ADJ
fis-5120	216	13	algorithms	algorithm	NOUN
fis-5120	216	14	,	,	PUNCT
fis-5120	216	15	leveraging	leverage	VERB
fis-5120	216	16	cloud	cloud	NOUN
fis-5120	216	17	computing	computing	NOUN
fis-5120	216	18	,	,	PUNCT
fis-5120	216	19	and	and	CCONJ
fis-5120	216	20	creating	create	VERB
fis-5120	216	21	simplified	simplified	ADJ
fis-5120	216	22	yet	yet	CCONJ
fis-5120	216	23	accurate	accurate	ADJ
fis-5120	216	24	models	model	NOUN
fis-5120	216	25	will	will	AUX
fis-5120	216	26	be	be	AUX
fis-5120	216	27	crucial	crucial	ADJ
fis-5120	216	28	.	.	PUNCT
fis-5120	217	1	to	to	PART
fis-5120	217	2	ensure	ensure	VERB
fis-5120	217	3	practical	practical	ADJ
fis-5120	217	4	applicability	applicability	NOUN
fis-5120	217	5	,	,	PUNCT
fis-5120	217	6	future	future	ADJ
fis-5120	217	7	studies	study	NOUN
fis-5120	217	8	should	should	AUX
fis-5120	217	9	also	also	ADV
fis-5120	217	10	explore	explore	VERB
fis-5120	217	11	strategies	strategy	NOUN
fis-5120	217	12	for	for	ADP
fis-5120	217	13	integrating	integrate	VERB
fis-5120	217	14	these	these	DET
fis-5120	217	15	advanced	advanced	ADJ
fis-5120	217	16	methodologies	methodology	NOUN
fis-5120	217	17	into	into	ADP
fis-5120	217	18	existing	exist	VERB
fis-5120	217	19	engineering	engineering	NOUN
fis-5120	217	20	workflows	workflow	NOUN
fis-5120	217	21	,	,	PUNCT
fis-5120	217	22	supported	support	VERB
fis-5120	217	23	by	by	ADP
fis-5120	217	24	change	change	NOUN
fis-5120	217	25	management	management	NOUN
fis-5120	217	26	and	and	CCONJ
fis-5120	217	27	demonstration	demonstration	NOUN
fis-5120	217	28	of	of	ADP
fis-5120	217	29	their	their	PRON
fis-5120	217	30	value	value	NOUN
fis-5120	217	31	.	.	PUNCT
fis-5120	218	1	lastly	lastly	ADV
fis-5120	218	2	,	,	PUNCT
fis-5120	218	3	keeping	keep	VERB
fis-5120	218	4	pace	pace	NOUN
fis-5120	218	5	with	with	ADP
fis-5120	218	6	regulatory	regulatory	ADJ
fis-5120	218	7	changes	change	NOUN
fis-5120	218	8	and	and	CCONJ
fis-5120	218	9	ensuring	ensure	VERB
fis-5120	218	10	data	datum	NOUN
fis-5120	218	11	privacy	privacy	NOUN
fis-5120	218	12	and	and	CCONJ
fis-5120	218	13	security	security	NOUN
fis-5120	218	14	will	will	AUX
fis-5120	218	15	be	be	AUX
fis-5120	218	16	vital	vital	ADJ
fis-5120	218	17	for	for	ADP
fis-5120	218	18	the	the	DET
fis-5120	218	19	broader	broad	ADJ
fis-5120	218	20	acceptance	acceptance	NOUN
fis-5120	218	21	and	and	CCONJ
fis-5120	218	22	implementation	implementation	NOUN
fis-5120	218	23	of	of	ADP
fis-5120	218	24	these	these	DET
fis-5120	218	25	optimization	optimization	NOUN
fis-5120	218	26	techniques	technique	NOUN
fis-5120	218	27	in	in	ADP
fis-5120	218	28	civil	civil	ADJ
fis-5120	218	29	engineering	engineering	NOUN
fis-5120	218	30	.	.	PUNCT
fis-5120	219	1	fig	fig	NOUN
fis-5120	219	2	.	.	PUNCT
fis-5120	220	1	9	9	NUM
fis-5120	220	2	presents	present	VERB
fis-5120	220	3	the	the	DET
fis-5120	220	4	frequency	frequency	NOUN
fis-5120	220	5	of	of	ADP
fis-5120	220	6	various	various	ADJ
fis-5120	220	7	optimization	optimization	NOUN
fis-5120	220	8	methodologies	methodology	NOUN
fis-5120	220	9	applied	apply	VERB
fis-5120	220	10	in	in	ADP
fis-5120	220	11	civil	civil	ADJ
fis-5120	220	12	engineering	engineering	NOUN
fis-5120	220	13	over	over	ADP
fis-5120	220	14	recent	recent	ADJ
fis-5120	220	15	years	year	NOUN
fis-5120	220	16	.	.	PUNCT
fis-5120	221	1	it	it	PRON
fis-5120	221	2	highlights	highlight	VERB
fis-5120	221	3	that	that	SCONJ
fis-5120	221	4	anns	ann	NOUN
fis-5120	221	5	are	be	AUX
fis-5120	221	6	the	the	DET
fis-5120	221	7	most	most	ADV
fis-5120	221	8	employed	employ	VERB
fis-5120	221	9	and	and	CCONJ
fis-5120	221	10	followed	follow	VERB
fis-5120	221	11	closely	closely	ADV
fis-5120	221	12	by	by	ADP
fis-5120	221	13	design	design	NOUN
fis-5120	221	14	of	of	ADP
fis-5120	221	15	experiments	experiment	NOUN
fis-5120	221	16	(	(	PUNCT
fis-5120	221	17	doe	doe	NOUN
fis-5120	221	18	)	)	PUNCT
fis-5120	221	19	and	and	CCONJ
fis-5120	221	20	fuzzy	fuzzy	ADJ
fis-5120	221	21	logic	logic	NOUN
fis-5120	221	22	.	.	PUNCT
fis-5120	222	1	non	non	ADJ
fis-5120	222	2	-	-	ADJ
fis-5120	222	3	destructive	destructive	ADJ
fis-5120	222	4	testing	testing	NOUN
fis-5120	222	5	and	and	CCONJ
fis-5120	222	6	response	response	NOUN
fis-5120	222	7	surface	surface	NOUN
fis-5120	222	8	methodology	methodology	NOUN
fis-5120	222	9	(	(	PUNCT
fis-5120	222	10	rsm	rsm	NOUN
fis-5120	222	11	)	)	PUNCT
fis-5120	222	12	also	also	ADV
fis-5120	222	13	show	show	VERB
fis-5120	222	14	significant	significant	ADJ
fis-5120	222	15	usage	usage	NOUN
fis-5120	222	16	.	.	PUNCT
fis-5120	223	1	techniques	technique	NOUN
fis-5120	223	2	like	like	ADP
fis-5120	223	3	evolutionary	evolutionary	ADJ
fis-5120	223	4	polynomial	polynomial	ADJ
fis-5120	223	5	regression	regression	NOUN
fis-5120	223	6	(	(	PUNCT
fis-5120	223	7	epr	epr	PROPN
fis-5120	223	8	)	)	PUNCT
fis-5120	223	9	,	,	PUNCT
fis-5120	223	10	hybrid	hybrid	ADJ
fis-5120	223	11	optimization	optimization	NOUN
fis-5120	223	12	techniques	technique	NOUN
fis-5120	223	13	,	,	PUNCT
fis-5120	223	14	as	as	ADV
fis-5120	223	15	well	well	ADV
fis-5120	223	16	as	as	ADP
fis-5120	223	17	support	support	NOUN
fis-5120	223	18	vector	vector	NOUN
fis-5120	223	19	regression	regression	NOUN
fis-5120	223	20	(	(	PUNCT
fis-5120	223	21	svr	svr	PROPN
fis-5120	223	22	)	)	PUNCT
fis-5120	223	23	are	be	AUX
fis-5120	223	24	moderately	moderately	ADV
fis-5120	223	25	utilized	utilize	VERB
fis-5120	223	26	.	.	PUNCT
fis-5120	224	1	conversely	conversely	ADV
fis-5120	224	2	,	,	PUNCT
fis-5120	224	3	techniques	technique	NOUN
fis-5120	224	4	like	like	ADP
fis-5120	224	5	random	random	ADJ
fis-5120	224	6	forest	forest	NOUN
fis-5120	224	7	(	(	PUNCT
fis-5120	224	8	rf	rf	NOUN
fis-5120	224	9	)	)	PUNCT
fis-5120	224	10	and	and	CCONJ
fis-5120	224	11	extreme	extreme	ADJ
fis-5120	224	12	gradient	gradient	NOUN
fis-5120	224	13	boosting	boost	VERB
fis-5120	224	14	(	(	PUNCT
fis-5120	224	15	xgboost	xgboost	X
fis-5120	224	16	)	)	PUNCT
fis-5120	224	17	are	be	AUX
fis-5120	224	18	less	less	ADV
fis-5120	224	19	frequently	frequently	ADV
fis-5120	224	20	applied	apply	VERB
fis-5120	224	21	.	.	PUNCT
fis-5120	225	1	this	this	DET
fis-5120	225	2	distribution	distribution	NOUN
fis-5120	225	3	underscores	underscore	VERB
fis-5120	225	4	the	the	DET
fis-5120	225	5	prominence	prominence	NOUN
fis-5120	225	6	of	of	ADP
fis-5120	225	7	ai	ai	ADV
fis-5120	225	8	-	-	PUNCT
fis-5120	225	9	driven	drive	VERB
fis-5120	225	10	and	and	CCONJ
fis-5120	225	11	experimental	experimental	ADJ
fis-5120	225	12	design	design	NOUN
fis-5120	225	13	approaches	approach	NOUN
fis-5120	225	14	in	in	ADP
fis-5120	225	15	optimizing	optimize	VERB
fis-5120	225	16	civil	civil	ADJ
fis-5120	225	17	engineering	engineering	NOUN
fis-5120	225	18	structures	structure	NOUN
fis-5120	225	19	.	.	PUNCT
fis-5120	226	1	figure	figure	VERB
fis-5120	226	2	9	9	NUM
fis-5120	226	3	:	:	PUNCT
fis-5120	226	4	frequency	frequency	NOUN
fis-5120	226	5	of	of	ADP
fis-5120	226	6	different	different	ADJ
fis-5120	226	7	optimization	optimization	NOUN
fis-5120	226	8	methodologies	methodology	NOUN
fis-5120	226	9	in	in	ADP
fis-5120	226	10	civil	civil	ADJ
fis-5120	226	11	structures	structure	NOUN
fis-5120	226	12	.	.	PUNCT
fis-5120	227	1	fig	fig	NOUN
fis-5120	227	2	.	.	PUNCT
fis-5120	228	1	10	10	NUM
fis-5120	228	2	illustrates	illustrate	VERB
fis-5120	228	3	the	the	DET
fis-5120	228	4	distribution	distribution	NOUN
fis-5120	228	5	of	of	ADP
fis-5120	228	6	various	various	ADJ
fis-5120	228	7	civil	civil	ADJ
fis-5120	228	8	engineering	engineering	NOUN
fis-5120	228	9	applications	application	NOUN
fis-5120	228	10	that	that	PRON
fis-5120	228	11	have	have	AUX
fis-5120	228	12	been	be	AUX
fis-5120	228	13	addressed	address	VERB
fis-5120	228	14	using	use	VERB
fis-5120	228	15	optimization	optimization	NOUN
fis-5120	228	16	methods	method	NOUN
fis-5120	228	17	.	.	PUNCT
fis-5120	229	1	the	the	DET
fis-5120	229	2	most	most	ADV
fis-5120	229	3	frequently	frequently	ADV
fis-5120	229	4	targeted	target	VERB
fis-5120	229	5	application	application	NOUN
fis-5120	229	6	is	be	AUX
fis-5120	229	7	damage	damage	NOUN
fis-5120	229	8	detection	detection	NOUN
fis-5120	229	9	,	,	PUNCT
fis-5120	229	10	accounting	account	VERB
fis-5120	229	11	for	for	ADP
fis-5120	229	12	15.8	15.8	NUM
fis-5120	229	13	%	%	NOUN
fis-5120	229	14	of	of	ADP
fis-5120	229	15	the	the	DET
fis-5120	229	16	total	total	NOUN
fis-5120	229	17	,	,	PUNCT
fis-5120	229	18	highlighting	highlight	VERB
fis-5120	229	19	its	its	PRON
fis-5120	229	20	critical	critical	ADJ
fis-5120	229	21	importance	importance	NOUN
fis-5120	229	22	in	in	ADP
fis-5120	229	23	maintaining	maintain	VERB
fis-5120	229	24	structural	structural	ADJ
fis-5120	229	25	integrity	integrity	NOUN
fis-5120	229	26	.	.	PUNCT
fis-5120	230	1	seismic	seismic	ADJ
fis-5120	230	2	design	design	NOUN
fis-5120	230	3	optimization	optimization	NOUN
fis-5120	230	4	follows	follow	VERB
fis-5120	230	5	at	at	ADP
fis-5120	230	6	13.2	13.2	NUM
fis-5120	230	7	%	%	NOUN
fis-5120	230	8	,	,	PUNCT
fis-5120	230	9	emphasizing	emphasize	VERB
fis-5120	230	10	the	the	DET
fis-5120	230	11	need	need	NOUN
fis-5120	230	12	to	to	PART
fis-5120	230	13	enhance	enhance	VERB
fis-5120	230	14	the	the	DET
fis-5120	230	15	earthquake	earthquake	NOUN
fis-5120	230	16	resilience	resilience	NOUN
fis-5120	230	17	of	of	ADP
fis-5120	230	18	civil	civil	ADJ
fis-5120	230	19	structures	structure	NOUN
fis-5120	230	20	.	.	PUNCT
fis-5120	231	1	structural	structural	ADJ
fis-5120	231	2	health	health	NOUN
fis-5120	231	3	monitoring	monitoring	NOUN
fis-5120	231	4	constitutes	constitute	VERB
fis-5120	231	5	11.8	11.8	NUM
fis-5120	231	6	%	%	NOUN
fis-5120	231	7	,	,	PUNCT
fis-5120	231	8	reflecting	reflect	VERB
fis-5120	231	9	ongoing	ongoing	ADJ
fis-5120	231	10	efforts	effort	NOUN
fis-5120	231	11	to	to	PART
fis-5120	231	12	continuously	continuously	ADV
fis-5120	231	13	assess	assess	VERB
fis-5120	231	14	and	and	CCONJ
fis-5120	231	15	ensure	ensure	VERB
fis-5120	231	16	the	the	DET
fis-5120	231	17	safety	safety	NOUN
fis-5120	231	18	of	of	ADP
fis-5120	231	19	structures	structure	NOUN
fis-5120	231	20	.	.	PUNCT
fis-5120	232	1	construction	construction	NOUN
fis-5120	232	2	project	project	NOUN
fis-5120	232	3	management	management	NOUN
fis-5120	232	4	and	and	CCONJ
fis-5120	232	5	corrosion	corrosion	NOUN
fis-5120	232	6	assessment	assessment	NOUN
fis-5120	232	7	each	each	PRON
fis-5120	232	8	represent	represent	VERB
fis-5120	232	9	10.5	10.5	NUM
fis-5120	232	10	%	%	NOUN
fis-5120	232	11	,	,	PUNCT
fis-5120	232	12	indicating	indicate	VERB
fis-5120	232	13	significant	significant	ADJ
fis-5120	232	14	optimization	optimization	NOUN
fis-5120	232	15	efforts	effort	NOUN
fis-5120	232	16	to	to	PART
fis-5120	232	17	improve	improve	VERB
fis-5120	232	18	project	project	NOUN
fis-5120	232	19	efficiency	efficiency	NOUN
fis-5120	232	20	and	and	CCONJ
fis-5120	232	21	material	material	NOUN
fis-5120	232	22	durability	durability	NOUN
fis-5120	232	23	,	,	PUNCT
fis-5120	232	24	respectively	respectively	ADV
fis-5120	232	25	.	.	PUNCT
fis-5120	233	1	concrete	concrete	ADJ
fis-5120	233	2	carbonation	carbonation	NOUN
fis-5120	233	3	prediction	prediction	NOUN
fis-5120	233	4	and	and	CCONJ
fis-5120	233	5	crack	crack	VERB
fis-5120	233	6	characterization	characterization	NOUN
fis-5120	233	7	both	both	PRON
fis-5120	233	8	account	account	VERB
fis-5120	233	9	for	for	ADP
fis-5120	233	10	9.2	9.2	NUM
fis-5120	233	11	%	%	NOUN
fis-5120	233	12	,	,	PUNCT
fis-5120	233	13	underscoring	underscore	VERB
fis-5120	233	14	the	the	DET
fis-5120	233	15	importance	importance	NOUN
fis-5120	233	16	of	of	ADP
fis-5120	233	17	predicting	predict	VERB
fis-5120	233	18	and	and	CCONJ
fis-5120	233	19	mitigating	mitigate	VERB
fis-5120	233	20	material	material	NOUN
fis-5120	233	21	degradation	degradation	NOUN
fis-5120	233	22	and	and	CCONJ
fis-5120	233	23	structural	structural	ADJ
fis-5120	233	24	cracks	crack	NOUN
fis-5120	233	25	.	.	PUNCT
fis-5120	234	1	slope	slope	NOUN
fis-5120	234	2	stability	stability	NOUN
fis-5120	234	3	analysis	analysis	NOUN
fis-5120	234	4	(	(	PUNCT
fis-5120	234	5	7.9	7.9	NUM
fis-5120	234	6	%	%	NOUN
fis-5120	234	7	)	)	PUNCT
fis-5120	234	8	,	,	PUNCT
fis-5120	234	9	bridge	bridge	NOUN
fis-5120	234	10	condition	condition	NOUN
fis-5120	234	11	assessment	assessment	NOUN
fis-5120	234	12	(	(	PUNCT
fis-5120	234	13	5.3	5.3	NUM
fis-5120	234	14	%	%	NOUN
fis-5120	234	15	)	)	PUNCT
fis-5120	234	16	,	,	PUNCT
fis-5120	234	17	and	and	CCONJ
fis-5120	234	18	concrete	concrete	ADJ
fis-5120	234	19	mixture	mixture	NOUN
fis-5120	234	20	optimization	optimization	NOUN
fis-5120	234	21	(	(	PUNCT
fis-5120	234	22	6.6	6.6	NUM
fis-5120	234	23	%	%	NOUN
fis-5120	234	24	)	)	PUNCT
fis-5120	234	25	also	also	ADV
fis-5120	234	26	feature	feature	VERB
fis-5120	234	27	prominently	prominently	ADV
fis-5120	234	28	,	,	PUNCT
fis-5120	234	29	demonstrating	demonstrate	VERB
fis-5120	234	30	a	a	DET
fis-5120	234	31	broad	broad	ADJ
fis-5120	234	32	application	application	NOUN
fis-5120	234	33	of	of	ADP
fis-5120	234	34	optimization	optimization	NOUN
fis-5120	234	35	techniques	technique	NOUN
fis-5120	234	36	to	to	PART
fis-5120	234	37	enhance	enhance	VERB
fis-5120	234	38	the	the	DET
fis-5120	234	39	performance	performance	NOUN
fis-5120	234	40	and	and	CCONJ
fis-5120	234	41	safety	safety	NOUN
fis-5120	234	42	of	of	ADP
fis-5120	234	43	civil	civil	ADJ
fis-5120	234	44	engineering	engineering	NOUN
fis-5120	234	45	projects	project	NOUN
fis-5120	234	46	.	.	PUNCT
fis-5120	235	1	practical	practical	ADJ
fis-5120	235	2	issues	issue	NOUN
fis-5120	235	3	this	this	DET
fis-5120	235	4	section	section	NOUN
fis-5120	235	5	involves	involve	VERB
fis-5120	235	6	summarizing	summarize	VERB
fis-5120	235	7	valuable	valuable	ADJ
fis-5120	235	8	perspectives	perspective	NOUN
fis-5120	235	9	from	from	ADP
fis-5120	235	10	a	a	DET
fis-5120	235	11	variety	variety	NOUN
fis-5120	235	12	of	of	ADP
fis-5120	235	13	sources	source	NOUN
fis-5120	235	14	.	.	PUNCT
fis-5120	236	1	considering	consider	VERB
fis-5120	236	2	the	the	DET
fis-5120	236	3	wide	wide	ADJ
fis-5120	236	4	array	array	NOUN
fis-5120	236	5	of	of	ADP
fis-5120	236	6	topics	topic	NOUN
fis-5120	236	7	covered	cover	VERB
fis-5120	236	8	in	in	ADP
fis-5120	236	9	the	the	DET
fis-5120	236	10	references	reference	NOUN
fis-5120	236	11	—	—	PUNCT
fis-5120	236	12	from	from	ADP
fis-5120	236	13	seismic	seismic	ADJ
fis-5120	236	14	design	design	NOUN
fis-5120	236	15	optimization	optimization	NOUN
fis-5120	236	16	,	,	PUNCT
fis-5120	236	17	the	the	DET
fis-5120	236	18	robustness	robustness	NOUN
fis-5120	236	19	of	of	ADP
fis-5120	236	20	corroded	corroded	ADJ
fis-5120	236	21	structures	structure	NOUN
fis-5120	236	22	,	,	PUNCT
fis-5120	236	23	and	and	CCONJ
fis-5120	236	24	crack	crack	VERB
fis-5120	236	25	a.	a.	PROPN
fis-5120	236	26	anjum	anjum	PROPN
fis-5120	236	27	et	et	PROPN
fis-5120	236	28	alii	alii	PROPN
fis-5120	236	29	,	,	PUNCT
fis-5120	236	30	fracture	fracture	ADJ
fis-5120	236	31	and	and	CCONJ
fis-5120	236	32	structural	structural	ADJ
fis-5120	236	33	integrity	integrity	NOUN
fis-5120	236	34	,	,	PUNCT
fis-5120	236	35	71	71	NUM
fis-5120	236	36	(	(	PUNCT
fis-5120	236	37	2025	2025	NUM
fis-5120	236	38	)	)	PUNCT
fis-5120	236	39	164	164	NUM
fis-5120	236	40	-	-	SYM
fis-5120	236	41	181	181	NUM
fis-5120	236	42	;	;	PUNCT
fis-5120	236	43	doi	doi	NOUN
fis-5120	236	44	:	:	PUNCT
fis-5120	236	45	10.3221	10.3221	NUM
fis-5120	236	46	/	/	SYM
fis-5120	236	47	igf	igf	PROPN
fis-5120	236	48	-	-	PUNCT
fis-5120	236	49	esis.71.12	esis.71.12	PROPN
fis-5120	236	50	176	176	NUM
fis-5120	236	51	characterization	characterization	NOUN
fis-5120	236	52	to	to	ADP
fis-5120	236	53	advanced	advanced	ADJ
fis-5120	236	54	computational	computational	ADJ
fis-5120	236	55	models	model	NOUN
fis-5120	236	56	like	like	ADP
fis-5120	236	57	cyclegans	cyclegan	NOUN
fis-5120	236	58	and	and	CCONJ
fis-5120	236	59	neuro	neuro	NOUN
fis-5120	236	60	-	-	PUNCT
fis-5120	236	61	fuzzy	fuzzy	ADJ
fis-5120	236	62	systems	system	NOUN
fis-5120	236	63	,	,	PUNCT
fis-5120	236	64	each	each	DET
fis-5120	236	65	reference	reference	NOUN
fis-5120	236	66	brings	bring	VERB
fis-5120	236	67	its	its	PRON
fis-5120	236	68	unique	unique	ADJ
fis-5120	236	69	set	set	NOUN
fis-5120	236	70	of	of	ADP
fis-5120	236	71	challenges	challenge	NOUN
fis-5120	236	72	and	and	CCONJ
fis-5120	236	73	limitations	limitation	NOUN
fis-5120	236	74	.	.	PUNCT
fis-5120	237	1	below	below	ADV
fis-5120	237	2	is	be	AUX
fis-5120	237	3	a	a	DET
fis-5120	237	4	simplified	simplified	ADJ
fis-5120	237	5	representation	representation	NOUN
fis-5120	237	6	of	of	ADP
fis-5120	237	7	these	these	DET
fis-5120	237	8	limitations	limitation	NOUN
fis-5120	237	9	based	base	VERB
fis-5120	237	10	on	on	ADP
fis-5120	237	11	the	the	DET
fis-5120	237	12	thematic	thematic	ADJ
fis-5120	237	13	analysis	analysis	NOUN
fis-5120	237	14	of	of	ADP
fis-5120	237	15	the	the	DET
fis-5120	237	16	review	review	NOUN
fis-5120	237	17	and	and	CCONJ
fis-5120	237	18	common	common	ADJ
fis-5120	237	19	challenges	challenge	NOUN
fis-5120	237	20	in	in	ADP
fis-5120	237	21	the	the	DET
fis-5120	237	22	field	field	NOUN
fis-5120	237	23	.	.	PUNCT
fis-5120	238	1			NOUN
fis-5120	238	2	optimization	optimization	NOUN
fis-5120	238	3	methods	method	NOUN
fis-5120	238	4	,	,	PUNCT
fis-5120	238	5	such	such	ADJ
fis-5120	238	6	as	as	ADP
fis-5120	238	7	fuzzy	fuzzy	ADJ
fis-5120	238	8	logic	logic	NOUN
fis-5120	238	9	,	,	PUNCT
fis-5120	238	10	are	be	AUX
fis-5120	238	11	highly	highly	ADV
fis-5120	238	12	sensitive	sensitive	ADJ
fis-5120	238	13	to	to	ADP
fis-5120	238	14	the	the	DET
fis-5120	238	15	caliber	caliber	NOUN
fis-5120	238	16	and	and	CCONJ
fis-5120	238	17	amount	amount	NOUN
fis-5120	238	18	of	of	ADP
fis-5120	238	19	input	input	NOUN
fis-5120	238	20	information	information	NOUN
fis-5120	238	21	.	.	PUNCT
fis-5120	239	1	the	the	DET
fis-5120	239	2	subjective	subjective	ADJ
fis-5120	239	3	nature	nature	NOUN
fis-5120	239	4	of	of	ADP
fis-5120	239	5	rule	rule	NOUN
fis-5120	239	6	-	-	PUNCT
fis-5120	239	7	setting	set	VERB
fis-5120	239	8	and	and	CCONJ
fis-5120	239	9	membership	membership	NOUN
fis-5120	239	10	functions	function	NOUN
fis-5120	239	11	can	can	AUX
fis-5120	239	12	significantly	significantly	ADV
fis-5120	239	13	impact	impact	VERB
fis-5120	239	14	their	their	PRON
fis-5120	239	15	effectiveness	effectiveness	NOUN
fis-5120	239	16	,	,	PUNCT
fis-5120	239	17	necessitating	necessitate	VERB
fis-5120	239	18	robust	robust	ADJ
fis-5120	239	19	data	datum	NOUN
fis-5120	239	20	collection	collection	NOUN
fis-5120	239	21	and	and	CCONJ
fis-5120	239	22	preprocessing	preprocesse	VERB
fis-5120	239	23	techniques	technique	NOUN
fis-5120	239	24	to	to	PART
fis-5120	239	25	enhance	enhance	VERB
fis-5120	239	26	model	model	NOUN
fis-5120	239	27	reliability	reliability	NOUN
fis-5120	239	28	.	.	PUNCT
fis-5120	240	1			NOUN
fis-5120	240	2	optimizing	optimize	VERB
fis-5120	240	3	civil	civil	ADJ
fis-5120	240	4	engineering	engineering	NOUN
fis-5120	240	5	practices	practice	NOUN
fis-5120	240	6	through	through	ADP
fis-5120	240	7	soft	soft	ADJ
fis-5120	240	8	computing	computing	NOUN
fis-5120	240	9	techniques	technique	NOUN
fis-5120	240	10	requires	require	VERB
fis-5120	240	11	a	a	DET
fis-5120	240	12	deep	deep	ADJ
fis-5120	240	13	understanding	understanding	NOUN
fis-5120	240	14	of	of	ADP
fis-5120	240	15	both	both	DET
fis-5120	240	16	civil	civil	ADJ
fis-5120	240	17	engineering	engineering	NOUN
fis-5120	240	18	principles	principle	NOUN
fis-5120	240	19	and	and	CCONJ
fis-5120	240	20	computational	computational	ADJ
fis-5120	240	21	algorithms	algorithm	NOUN
fis-5120	240	22	.	.	PUNCT
fis-5120	241	1	some	some	PRON
fis-5120	241	2	of	of	ADP
fis-5120	241	3	the	the	PRON
fis-5120	241	4	does	do	AUX
fis-5120	241	5	not	not	PART
fis-5120	241	6	thoroughly	thoroughly	ADV
fis-5120	241	7	discuss	discuss	VERB
fis-5120	241	8	the	the	DET
fis-5120	241	9	challenges	challenge	NOUN
fis-5120	241	10	of	of	ADP
fis-5120	241	11	interdisciplinary	interdisciplinary	ADJ
fis-5120	241	12	collaboration	collaboration	NOUN
fis-5120	241	13	,	,	PUNCT
fis-5120	241	14	knowledge	knowledge	NOUN
fis-5120	241	15	transfer	transfer	NOUN
fis-5120	241	16	,	,	PUNCT
fis-5120	241	17	and	and	CCONJ
fis-5120	241	18	education	education	NOUN
fis-5120	241	19	needed	need	VERB
fis-5120	241	20	to	to	PART
fis-5120	241	21	bridge	bridge	VERB
fis-5120	241	22	these	these	DET
fis-5120	241	23	fields	field	NOUN
fis-5120	241	24	.	.	PUNCT
fis-5120	242	1			PRON
fis-5120	242	2	integrating	integrate	VERB
fis-5120	242	3	advanced	advanced	ADJ
fis-5120	242	4	optimization	optimization	NOUN
fis-5120	242	5	techniques	technique	NOUN
fis-5120	242	6	into	into	ADP
fis-5120	242	7	established	establish	VERB
fis-5120	242	8	engineering	engineering	NOUN
fis-5120	242	9	workflows	workflow	NOUN
fis-5120	242	10	can	can	AUX
fis-5120	242	11	be	be	AUX
fis-5120	242	12	challenging	challenge	VERB
fis-5120	242	13	.	.	PUNCT
fis-5120	243	1	engineering	engineering	NOUN
fis-5120	243	2	firms	firm	NOUN
fis-5120	243	3	often	often	ADV
fis-5120	243	4	operate	operate	VERB
fis-5120	243	5	within	within	ADP
fis-5120	243	6	fixed	fix	VERB
fis-5120	243	7	frameworks	framework	NOUN
fis-5120	243	8	,	,	PUNCT
fis-5120	243	9	making	make	VERB
fis-5120	243	10	the	the	DET
fis-5120	243	11	adoption	adoption	NOUN
fis-5120	243	12	of	of	ADP
fis-5120	243	13	new	new	ADJ
fis-5120	243	14	technologies	technology	NOUN
fis-5120	243	15	slow	slow	ADJ
fis-5120	243	16	and	and	CCONJ
fis-5120	243	17	met	meet	VERB
fis-5120	243	18	with	with	ADP
fis-5120	243	19	resistance	resistance	NOUN
fis-5120	243	20	.	.	PUNCT
fis-5120	244	1	this	this	PRON
fis-5120	244	2	requires	require	VERB
fis-5120	244	3	change	change	NOUN
fis-5120	244	4	management	management	NOUN
fis-5120	244	5	and	and	CCONJ
fis-5120	244	6	educational	educational	ADJ
fis-5120	244	7	efforts	effort	NOUN
fis-5120	244	8	to	to	PART
fis-5120	244	9	demonstrate	demonstrate	VERB
fis-5120	244	10	the	the	DET
fis-5120	244	11	value	value	NOUN
fis-5120	244	12	and	and	CCONJ
fis-5120	244	13	feasibility	feasibility	NOUN
fis-5120	244	14	of	of	ADP
fis-5120	244	15	these	these	DET
fis-5120	244	16	new	new	ADJ
fis-5120	244	17	approaches	approach	NOUN
fis-5120	244	18	.	.	PUNCT
fis-5120	245	1			NOUN
fis-5120	245	2	techniques	technique	NOUN
fis-5120	245	3	involving	involve	VERB
fis-5120	245	4	complex	complex	ADJ
fis-5120	245	5	simulations	simulation	NOUN
fis-5120	245	6	or	or	CCONJ
fis-5120	245	7	large	large	ADJ
fis-5120	245	8	datasets	dataset	NOUN
fis-5120	245	9	demand	demand	VERB
fis-5120	245	10	substantial	substantial	ADJ
fis-5120	245	11	computational	computational	ADJ
fis-5120	245	12	resources	resource	NOUN
fis-5120	245	13	,	,	PUNCT
fis-5120	245	14	which	which	PRON
fis-5120	245	15	can	can	AUX
fis-5120	245	16	be	be	AUX
fis-5120	245	17	limiting	limit	VERB
fis-5120	245	18	for	for	ADP
fis-5120	245	19	smaller	small	ADJ
fis-5120	245	20	firms	firm	NOUN
fis-5120	245	21	with	with	ADP
fis-5120	245	22	limited	limited	ADJ
fis-5120	245	23	budgets	budget	NOUN
fis-5120	245	24	.	.	PUNCT
fis-5120	246	1	balancing	balance	VERB
fis-5120	246	2	these	these	DET
fis-5120	246	3	demands	demand	NOUN
fis-5120	246	4	with	with	ADP
fis-5120	246	5	available	available	ADJ
fis-5120	246	6	resources	resource	NOUN
fis-5120	246	7	through	through	ADP
fis-5120	246	8	efficient	efficient	ADJ
fis-5120	246	9	algorithms	algorithm	NOUN
fis-5120	246	10	,	,	PUNCT
fis-5120	246	11	cloud	cloud	NOUN
fis-5120	246	12	computing	computing	NOUN
fis-5120	246	13	,	,	PUNCT
fis-5120	246	14	or	or	CCONJ
fis-5120	246	15	simplified	simplify	VERB
fis-5120	246	16	models	model	NOUN
fis-5120	246	17	is	be	AUX
fis-5120	246	18	crucial	crucial	ADJ
fis-5120	246	19	.	.	PUNCT
fis-5120	247	1			PUNCT
fis-5120	247	2	the	the	DET
fis-5120	247	3	increasing	increase	VERB
fis-5120	247	4	use	use	NOUN
fis-5120	247	5	of	of	ADP
fis-5120	247	6	data	data	NOUN
fis-5120	247	7	-	-	PUNCT
fis-5120	247	8	driven	drive	VERB
fis-5120	247	9	optimization	optimization	NOUN
fis-5120	247	10	raises	raise	VERB
fis-5120	247	11	concerns	concern	NOUN
fis-5120	247	12	about	about	ADP
fis-5120	247	13	data	datum	NOUN
fis-5120	247	14	privacy	privacy	NOUN
fis-5120	247	15	and	and	CCONJ
fis-5120	247	16	security	security	NOUN
fis-5120	247	17	.	.	PUNCT
fis-5120	248	1	projects	project	NOUN
fis-5120	248	2	involving	involve	VERB
fis-5120	248	3	sensitive	sensitive	ADJ
fis-5120	248	4	information	information	NOUN
fis-5120	248	5	or	or	CCONJ
fis-5120	248	6	critical	critical	ADJ
fis-5120	248	7	civil	civil	ADJ
fis-5120	248	8	structure	structure	NOUN
fis-5120	248	9	need	need	VERB
fis-5120	248	10	robust	robust	ADJ
fis-5120	248	11	encryption	encryption	NOUN
fis-5120	248	12	and	and	CCONJ
fis-5120	248	13	data	datum	NOUN
fis-5120	248	14	protection	protection	NOUN
fis-5120	248	15	measures	measure	NOUN
fis-5120	248	16	that	that	PRON
fis-5120	248	17	do	do	AUX
fis-5120	248	18	not	not	PART
fis-5120	248	19	compromise	compromise	VERB
fis-5120	248	20	optimization	optimization	NOUN
fis-5120	248	21	effectiveness	effectiveness	NOUN
fis-5120	248	22	.	.	PUNCT
fis-5120	249	1			X
fis-5120	249	2	civil	civil	ADJ
fis-5120	249	3	engineering	engineering	NOUN
fis-5120	249	4	projects	project	NOUN
fis-5120	249	5	use	use	VERB
fis-5120	249	6	a	a	DET
fis-5120	249	7	multitude	multitude	NOUN
fis-5120	249	8	of	of	ADP
fis-5120	249	9	software	software	NOUN
fis-5120	249	10	tools	tool	NOUN
fis-5120	249	11	for	for	ADP
fis-5120	249	12	different	different	ADJ
fis-5120	249	13	tasks	task	NOUN
fis-5120	249	14	.	.	PUNCT
fis-5120	250	1	optimization	optimization	NOUN
fis-5120	250	2	techniques	technique	NOUN
fis-5120	250	3	that	that	PRON
fis-5120	250	4	require	require	VERB
fis-5120	250	5	data	datum	NOUN
fis-5120	250	6	from	from	ADP
fis-5120	250	7	various	various	ADJ
fis-5120	250	8	sources	source	NOUN
fis-5120	250	9	can	can	AUX
fis-5120	250	10	face	face	VERB
fis-5120	250	11	challenges	challenge	NOUN
fis-5120	250	12	related	relate	VERB
fis-5120	250	13	to	to	ADP
fis-5120	250	14	software	software	NOUN
fis-5120	250	15	interoperability	interoperability	NOUN
fis-5120	250	16	,	,	PUNCT
fis-5120	250	17	data	datum	NOUN
fis-5120	250	18	formats	format	NOUN
fis-5120	250	19	,	,	PUNCT
fis-5120	250	20	and	and	CCONJ
fis-5120	250	21	seamless	seamless	ADJ
fis-5120	250	22	integration	integration	NOUN
fis-5120	250	23	of	of	ADP
fis-5120	250	24	tools	tool	NOUN
fis-5120	250	25	across	across	ADP
fis-5120	250	26	the	the	DET
fis-5120	250	27	project	project	NOUN
fis-5120	250	28	lifecycle	lifecycle	NOUN
fis-5120	250	29	.	.	PUNCT
fis-5120	251	1			PRON
fis-5120	251	2	figure	figure	NOUN
fis-5120	251	3	10	10	NUM
fis-5120	251	4	.	.	PUNCT
fis-5120	252	1	distribution	distribution	NOUN
fis-5120	252	2	of	of	ADP
fis-5120	252	3	civil	civil	ADJ
fis-5120	252	4	applications	application	NOUN
fis-5120	252	5	solved	solve	VERB
fis-5120	252	6	with	with	ADP
fis-5120	252	7	optimization	optimization	NOUN
fis-5120	252	8	methods	method	NOUN
fis-5120	252	9	.	.	PUNCT
fis-5120	253	1	limitations	limitation	NOUN
fis-5120	253	2	while	while	SCONJ
fis-5120	253	3	the	the	DET
fis-5120	253	4	review	review	NOUN
fis-5120	253	5	highlights	highlight	VERB
fis-5120	253	6	the	the	DET
fis-5120	253	7	significant	significant	ADJ
fis-5120	253	8	progress	progress	NOUN
fis-5120	253	9	made	make	VERB
fis-5120	253	10	through	through	ADP
fis-5120	253	11	ai	ai	VERB
fis-5120	253	12	,	,	PUNCT
fis-5120	253	13	doe	doe	NOUN
fis-5120	253	14	,	,	PUNCT
fis-5120	253	15	fuzzy	fuzzy	ADJ
fis-5120	253	16	logic	logic	NOUN
fis-5120	253	17	,	,	PUNCT
fis-5120	253	18	and	and	CCONJ
fis-5120	253	19	other	other	ADJ
fis-5120	253	20	optimization	optimization	NOUN
fis-5120	253	21	techniques	technique	NOUN
fis-5120	253	22	in	in	ADP
fis-5120	253	23	civil	civil	ADJ
fis-5120	253	24	engineering	engineering	NOUN
fis-5120	253	25	,	,	PUNCT
fis-5120	253	26	several	several	ADJ
fis-5120	253	27	limitations	limitation	NOUN
fis-5120	253	28	remain	remain	VERB
fis-5120	253	29	that	that	PRON
fis-5120	253	30	could	could	AUX
fis-5120	253	31	hinder	hinder	VERB
fis-5120	253	32	their	their	PRON
fis-5120	253	33	broader	broad	ADJ
fis-5120	253	34	application	application	NOUN
fis-5120	253	35	.	.	PUNCT
fis-5120	254	1	first	first	ADV
fis-5120	254	2	,	,	PUNCT
fis-5120	254	3	these	these	DET
fis-5120	254	4	techniques	technique	NOUN
fis-5120	254	5	often	often	ADV
fis-5120	254	6	demand	demand	VERB
fis-5120	254	7	high	high	ADJ
fis-5120	254	8	computational	computational	ADJ
fis-5120	254	9	power	power	NOUN
fis-5120	254	10	,	,	PUNCT
fis-5120	254	11	which	which	PRON
fis-5120	254	12	may	may	AUX
fis-5120	254	13	not	not	PART
fis-5120	254	14	be	be	AUX
fis-5120	254	15	readily	readily	ADV
fis-5120	254	16	available	available	ADJ
fis-5120	254	17	to	to	ADP
fis-5120	254	18	all	all	DET
fis-5120	254	19	engineering	engineering	NOUN
fis-5120	254	20	works	work	NOUN
fis-5120	254	21	,	,	PUNCT
fis-5120	254	22	especially	especially	ADV
fis-5120	254	23	smaller	small	ADJ
fis-5120	254	24	ones	one	NOUN
fis-5120	254	25	.	.	PUNCT
fis-5120	255	1	this	this	DET
fis-5120	255	2	computational	computational	ADJ
fis-5120	255	3	demand	demand	NOUN
fis-5120	255	4	presents	present	VERB
fis-5120	255	5	a	a	DET
fis-5120	255	6	barrier	barrier	NOUN
fis-5120	255	7	to	to	ADP
fis-5120	255	8	widespread	widespread	ADJ
fis-5120	255	9	adoption	adoption	NOUN
fis-5120	255	10	.	.	PUNCT
fis-5120	256	1	furthermore	furthermore	ADV
fis-5120	256	2	,	,	PUNCT
fis-5120	256	3	concerns	concern	NOUN
fis-5120	256	4	surrounding	surround	VERB
fis-5120	256	5	data	datum	NOUN
fis-5120	256	6	privacy	privacy	NOUN
fis-5120	256	7	and	and	CCONJ
fis-5120	256	8	security	security	NOUN
fis-5120	256	9	are	be	AUX
fis-5120	256	10	particularly	particularly	ADV
fis-5120	256	11	pronounced	pronounce	VERB
fis-5120	256	12	in	in	ADP
fis-5120	256	13	ai	ai	ADJ
fis-5120	256	14	-	-	PUNCT
fis-5120	256	15	driven	drive	VERB
fis-5120	256	16	systems	system	NOUN
fis-5120	256	17	,	,	PUNCT
fis-5120	256	18	where	where	SCONJ
fis-5120	256	19	large	large	ADJ
fis-5120	256	20	volumes	volume	NOUN
fis-5120	256	21	of	of	ADP
fis-5120	256	22	sensitive	sensitive	ADJ
fis-5120	256	23	information	information	NOUN
fis-5120	256	24	are	be	AUX
fis-5120	256	25	required	require	VERB
fis-5120	256	26	to	to	PART
fis-5120	256	27	train	train	VERB
fis-5120	256	28	models	model	NOUN
fis-5120	256	29	and	and	CCONJ
fis-5120	256	30	inform	inform	VERB
fis-5120	256	31	decision	decision	NOUN
fis-5120	256	32	-	-	PUNCT
fis-5120	256	33	making	making	NOUN
fis-5120	256	34	.	.	PUNCT
fis-5120	257	1	a.	a.	PROPN
fis-5120	257	2	anjum	anjum	PROPN
fis-5120	257	3	et	et	PROPN
fis-5120	257	4	alii	alii	PROPN
fis-5120	257	5	,	,	PUNCT
fis-5120	257	6	fracture	fracture	ADJ
fis-5120	257	7	and	and	CCONJ
fis-5120	257	8	structural	structural	ADJ
fis-5120	257	9	integrity	integrity	NOUN
fis-5120	257	10	,	,	PUNCT
fis-5120	257	11	71	71	NUM
fis-5120	257	12	(	(	PUNCT
fis-5120	257	13	2025	2025	NUM
fis-5120	257	14	)	)	PUNCT
fis-5120	257	15	164	164	NUM
fis-5120	257	16	-	-	SYM
fis-5120	257	17	181	181	NUM
fis-5120	257	18	;	;	PUNCT
fis-5120	257	19	doi	doi	NOUN
fis-5120	257	20	:	:	PUNCT
fis-5120	257	21	10.3221	10.3221	NUM
fis-5120	257	22	/	/	SYM
fis-5120	257	23	igf	igf	PROPN
fis-5120	257	24	-	-	PUNCT
fis-5120	257	25	esis.71.12	esis.71.12	PROPN
fis-5120	257	26	177	177	NUM
fis-5120	257	27	the	the	DET
fis-5120	257	28	lack	lack	NOUN
fis-5120	257	29	of	of	ADP
fis-5120	257	30	standardized	standardized	ADJ
fis-5120	257	31	data	data	NOUN
fis-5120	257	32	formats	format	NOUN
fis-5120	257	33	and	and	CCONJ
fis-5120	257	34	the	the	DET
fis-5120	257	35	diversity	diversity	NOUN
fis-5120	257	36	of	of	ADP
fis-5120	257	37	software	software	NOUN
fis-5120	257	38	platforms	platform	NOUN
fis-5120	257	39	used	use	VERB
fis-5120	257	40	across	across	ADP
fis-5120	257	41	the	the	DET
fis-5120	257	42	civil	civil	ADJ
fis-5120	257	43	engineering	engineering	NOUN
fis-5120	257	44	industry	industry	NOUN
fis-5120	257	45	also	also	ADV
fis-5120	257	46	complicate	complicate	VERB
fis-5120	257	47	the	the	DET
fis-5120	257	48	seamless	seamless	ADJ
fis-5120	257	49	integration	integration	NOUN
fis-5120	257	50	of	of	ADP
fis-5120	257	51	these	these	DET
fis-5120	257	52	techniques	technique	NOUN
fis-5120	257	53	.	.	PUNCT
fis-5120	258	1	moreover	moreover	ADV
fis-5120	258	2	,	,	PUNCT
fis-5120	258	3	while	while	SCONJ
fis-5120	258	4	many	many	ADJ
fis-5120	258	5	ai	ai	VERB
fis-5120	258	6	methods	method	NOUN
fis-5120	258	7	excel	excel	VERB
fis-5120	258	8	in	in	ADP
fis-5120	258	9	controlled	control	VERB
fis-5120	258	10	environments	environment	NOUN
fis-5120	258	11	or	or	CCONJ
fis-5120	258	12	simulations	simulation	NOUN
fis-5120	258	13	,	,	PUNCT
fis-5120	258	14	their	their	PRON
fis-5120	258	15	translation	translation	NOUN
fis-5120	258	16	to	to	ADP
fis-5120	258	17	real	real	ADJ
fis-5120	258	18	-	-	PUNCT
fis-5120	258	19	world	world	NOUN
fis-5120	258	20	scenarios	scenario	NOUN
fis-5120	258	21	can	can	AUX
fis-5120	258	22	be	be	AUX
fis-5120	258	23	problematic	problematic	ADJ
fis-5120	258	24	.	.	PUNCT
fis-5120	259	1	for	for	ADP
fis-5120	259	2	instance	instance	NOUN
fis-5120	259	3	,	,	PUNCT
fis-5120	259	4	optimization	optimization	NOUN
fis-5120	259	5	techniques	technique	NOUN
fis-5120	259	6	may	may	AUX
fis-5120	259	7	not	not	PART
fis-5120	259	8	always	always	ADV
fis-5120	259	9	account	account	VERB
fis-5120	259	10	for	for	ADP
fis-5120	259	11	the	the	DET
fis-5120	259	12	complex	complex	ADJ
fis-5120	259	13	interactions	interaction	NOUN
fis-5120	259	14	between	between	ADP
fis-5120	259	15	various	various	ADJ
fis-5120	259	16	environmental	environmental	ADJ
fis-5120	259	17	factors	factor	NOUN
fis-5120	259	18	,	,	PUNCT
fis-5120	259	19	material	material	NOUN
fis-5120	259	20	properties	property	NOUN
fis-5120	259	21	,	,	PUNCT
fis-5120	259	22	and	and	CCONJ
fis-5120	259	23	real	real	ADJ
fis-5120	259	24	-	-	PUNCT
fis-5120	259	25	time	time	NOUN
fis-5120	259	26	conditions	condition	NOUN
fis-5120	259	27	that	that	PRON
fis-5120	259	28	affect	affect	VERB
fis-5120	259	29	the	the	DET
fis-5120	259	30	behavior	behavior	NOUN
fis-5120	259	31	of	of	ADP
fis-5120	259	32	structures	structure	NOUN
fis-5120	259	33	.	.	PUNCT
fis-5120	260	1	regulatory	regulatory	ADJ
fis-5120	260	2	requirements	requirement	NOUN
fis-5120	260	3	also	also	ADV
fis-5120	260	4	evolve	evolve	VERB
fis-5120	260	5	constantly	constantly	ADV
fis-5120	260	6	,	,	PUNCT
fis-5120	260	7	which	which	PRON
fis-5120	260	8	can	can	AUX
fis-5120	260	9	slow	slow	VERB
fis-5120	260	10	the	the	DET
fis-5120	260	11	implementation	implementation	NOUN
fis-5120	260	12	of	of	ADP
fis-5120	260	13	new	new	ADJ
fis-5120	260	14	ai	ai	NOUN
fis-5120	260	15	techniques	technique	NOUN
fis-5120	260	16	in	in	ADP
fis-5120	260	17	safety	safety	NOUN
fis-5120	260	18	-	-	PUNCT
fis-5120	260	19	critical	critical	ADJ
fis-5120	260	20	sectors	sector	NOUN
fis-5120	260	21	like	like	ADP
fis-5120	260	22	civil	civil	ADJ
fis-5120	260	23	engineering	engineering	NOUN
fis-5120	260	24	.	.	PUNCT
fis-5120	261	1	finally	finally	ADV
fis-5120	261	2	,	,	PUNCT
fis-5120	261	3	the	the	DET
fis-5120	261	4	presence	presence	NOUN
fis-5120	261	5	of	of	ADP
fis-5120	261	6	inherent	inherent	ADJ
fis-5120	261	7	uncertainties	uncertainty	NOUN
fis-5120	261	8	in	in	ADP
fis-5120	261	9	civil	civil	ADJ
fis-5120	261	10	engineering	engineering	NOUN
fis-5120	261	11	,	,	PUNCT
fis-5120	261	12	such	such	ADJ
fis-5120	261	13	as	as	ADP
fis-5120	261	14	variations	variation	NOUN
fis-5120	261	15	in	in	ADP
fis-5120	261	16	material	material	NOUN
fis-5120	261	17	properties	property	NOUN
fis-5120	261	18	and	and	CCONJ
fis-5120	261	19	unpredictable	unpredictable	ADJ
fis-5120	261	20	external	external	ADJ
fis-5120	261	21	conditions	condition	NOUN
fis-5120	261	22	,	,	PUNCT
fis-5120	261	23	limits	limit	VERB
fis-5120	261	24	the	the	DET
fis-5120	261	25	accuracy	accuracy	NOUN
fis-5120	261	26	of	of	ADP
fis-5120	261	27	many	many	ADJ
fis-5120	261	28	ai	ai	NOUN
fis-5120	261	29	models	model	NOUN
fis-5120	261	30	.	.	PUNCT
fis-5120	262	1	fuzzy	fuzzy	ADJ
fis-5120	262	2	logic	logic	NOUN
fis-5120	262	3	helps	help	VERB
fis-5120	262	4	to	to	PART
fis-5120	262	5	mitigate	mitigate	VERB
fis-5120	262	6	some	some	PRON
fis-5120	262	7	of	of	ADP
fis-5120	262	8	this	this	DET
fis-5120	262	9	uncertainty	uncertainty	NOUN
fis-5120	262	10	,	,	PUNCT
fis-5120	262	11	but	but	CCONJ
fis-5120	262	12	further	further	ADJ
fis-5120	262	13	refinement	refinement	NOUN
fis-5120	262	14	is	be	AUX
fis-5120	262	15	needed	need	VERB
fis-5120	262	16	to	to	PART
fis-5120	262	17	improve	improve	VERB
fis-5120	262	18	the	the	DET
fis-5120	262	19	reliability	reliability	NOUN
fis-5120	262	20	of	of	ADP
fis-5120	262	21	predictions	prediction	NOUN
fis-5120	262	22	.	.	PUNCT
fis-5120	263	1	these	these	DET
fis-5120	263	2	limitations	limitation	NOUN
fis-5120	263	3	collectively	collectively	ADV
fis-5120	263	4	represent	represent	VERB
fis-5120	263	5	significant	significant	ADJ
fis-5120	263	6	obstacles	obstacle	NOUN
fis-5120	263	7	that	that	PRON
fis-5120	263	8	need	need	VERB
fis-5120	263	9	to	to	PART
fis-5120	263	10	be	be	AUX
fis-5120	263	11	addressed	address	VERB
fis-5120	263	12	for	for	ADP
fis-5120	263	13	ai	ai	NOUN
fis-5120	263	14	and	and	CCONJ
fis-5120	263	15	optimization	optimization	NOUN
fis-5120	263	16	techniques	technique	NOUN
fis-5120	263	17	to	to	PART
fis-5120	263	18	reach	reach	VERB
fis-5120	263	19	their	their	PRON
fis-5120	263	20	full	full	ADJ
fis-5120	263	21	potential	potential	NOUN
fis-5120	263	22	in	in	ADP
fis-5120	263	23	the	the	DET
fis-5120	263	24	field	field	NOUN
fis-5120	263	25	.	.	PUNCT
fis-5120	264	1	here	here	ADV
fis-5120	264	2	is	be	AUX
fis-5120	264	3	some	some	DET
fis-5120	264	4	keys	key	NOUN
fis-5120	264	5	to	to	ADP
fis-5120	264	6	the	the	DET
fis-5120	264	7	limitations	limitation	NOUN
fis-5120	264	8	:	:	PUNCT
fis-5120	264	9			DET
fis-5120	264	10	ai	ai	PROPN
fis-5120	264	11	-	-	PUNCT
fis-5120	264	12	driven	drive	VERB
fis-5120	264	13	techniques	technique	NOUN
fis-5120	264	14	such	such	ADJ
fis-5120	264	15	as	as	ADP
fis-5120	264	16	anns	anns	NOUN
fis-5120	264	17	and	and	CCONJ
fis-5120	264	18	optimization	optimization	NOUN
fis-5120	264	19	methods	method	NOUN
fis-5120	264	20	require	require	VERB
fis-5120	264	21	substantial	substantial	ADJ
fis-5120	264	22	computational	computational	ADJ
fis-5120	264	23	resources	resource	NOUN
fis-5120	264	24	,	,	PUNCT
fis-5120	264	25	which	which	PRON
fis-5120	264	26	are	be	AUX
fis-5120	264	27	often	often	ADV
fis-5120	264	28	beyond	beyond	ADP
fis-5120	264	29	the	the	DET
fis-5120	264	30	reach	reach	NOUN
fis-5120	264	31	of	of	ADP
fis-5120	264	32	smaller	small	ADJ
fis-5120	264	33	engineering	engineering	NOUN
fis-5120	264	34	firms	firm	NOUN
fis-5120	264	35	.	.	PUNCT
fis-5120	265	1			X
fis-5120	265	2	the	the	DET
fis-5120	265	3	reliance	reliance	NOUN
fis-5120	265	4	on	on	ADP
fis-5120	265	5	large	large	ADJ
fis-5120	265	6	datasets	dataset	NOUN
fis-5120	265	7	raises	raise	VERB
fis-5120	265	8	concerns	concern	NOUN
fis-5120	265	9	about	about	ADP
fis-5120	265	10	protecting	protect	VERB
fis-5120	265	11	sensitive	sensitive	ADJ
fis-5120	265	12	information	information	NOUN
fis-5120	265	13	,	,	PUNCT
fis-5120	265	14	particularly	particularly	ADV
fis-5120	265	15	in	in	ADP
fis-5120	265	16	projects	project	NOUN
fis-5120	265	17	involving	involve	VERB
fis-5120	265	18	critical	critical	ADJ
fis-5120	265	19	civil	civil	ADJ
fis-5120	265	20	structure	structure	NOUN
fis-5120	265	21	.	.	PUNCT
fis-5120	266	1			X
fis-5120	266	2	diverse	diverse	ADJ
fis-5120	266	3	software	software	NOUN
fis-5120	266	4	platforms	platform	NOUN
fis-5120	266	5	and	and	CCONJ
fis-5120	266	6	the	the	DET
fis-5120	266	7	absence	absence	NOUN
fis-5120	266	8	of	of	ADP
fis-5120	266	9	standardized	standardized	ADJ
fis-5120	266	10	data	data	NOUN
fis-5120	266	11	formats	format	NOUN
fis-5120	266	12	make	make	VERB
fis-5120	266	13	it	it	PRON
fis-5120	266	14	challenging	challenging	ADJ
fis-5120	266	15	to	to	PART
fis-5120	266	16	integrate	integrate	VERB
fis-5120	266	17	ai	ai	INTJ
fis-5120	266	18	and	and	CCONJ
fis-5120	266	19	optimization	optimization	NOUN
fis-5120	266	20	techniques	technique	NOUN
fis-5120	266	21	into	into	ADP
fis-5120	266	22	existing	exist	VERB
fis-5120	266	23	workflows	workflow	NOUN
fis-5120	266	24	across	across	ADP
fis-5120	266	25	the	the	DET
fis-5120	266	26	industry	industry	NOUN
fis-5120	266	27	.	.	PUNCT
fis-5120	267	1			PRON
fis-5120	267	2	while	while	SCONJ
fis-5120	267	3	ai	ai	VERB
fis-5120	267	4	techniques	technique	NOUN
fis-5120	267	5	show	show	VERB
fis-5120	267	6	promise	promise	NOUN
fis-5120	267	7	in	in	ADP
fis-5120	267	8	simulations	simulation	NOUN
fis-5120	267	9	and	and	CCONJ
fis-5120	267	10	controlled	control	VERB
fis-5120	267	11	environments	environment	NOUN
fis-5120	267	12	,	,	PUNCT
fis-5120	267	13	translating	translate	VERB
fis-5120	267	14	these	these	DET
fis-5120	267	15	results	result	NOUN
fis-5120	267	16	to	to	ADP
fis-5120	267	17	realworld	realworld	PROPN
fis-5120	267	18	conditions	condition	NOUN
fis-5120	267	19	(	(	PUNCT
fis-5120	267	20	e.g.	e.g.	ADV
fis-5120	267	21	,	,	PUNCT
fis-5120	267	22	seismic	seismic	ADJ
fis-5120	267	23	design	design	NOUN
fis-5120	267	24	)	)	PUNCT
fis-5120	267	25	remains	remain	VERB
fis-5120	267	26	a	a	DET
fis-5120	267	27	significant	significant	ADJ
fis-5120	267	28	challenge	challenge	NOUN
fis-5120	267	29	.	.	PUNCT
fis-5120	268	1			PRON
fis-5120	268	2	variations	variation	NOUN
fis-5120	268	3	in	in	ADP
fis-5120	268	4	material	material	NOUN
fis-5120	268	5	properties	property	NOUN
fis-5120	268	6	,	,	PUNCT
fis-5120	268	7	environmental	environmental	ADJ
fis-5120	268	8	conditions	condition	NOUN
fis-5120	268	9	,	,	PUNCT
fis-5120	268	10	and	and	CCONJ
fis-5120	268	11	human	human	ADJ
fis-5120	268	12	factors	factor	NOUN
fis-5120	268	13	contribute	contribute	VERB
fis-5120	268	14	to	to	ADP
fis-5120	268	15	unpredictability	unpredictability	NOUN
fis-5120	268	16	,	,	PUNCT
fis-5120	268	17	limiting	limit	VERB
fis-5120	268	18	the	the	DET
fis-5120	268	19	accuracy	accuracy	NOUN
fis-5120	268	20	of	of	ADP
fis-5120	268	21	ai	ai	ADJ
fis-5120	268	22	-	-	PUNCT
fis-5120	268	23	driven	drive	VERB
fis-5120	268	24	models	model	NOUN
fis-5120	268	25	.	.	PUNCT
fis-5120	269	1			PRON
fis-5120	269	2	evolving	evolve	VERB
fis-5120	269	3	safety	safety	NOUN
fis-5120	269	4	and	and	CCONJ
fis-5120	269	5	compliance	compliance	NOUN
fis-5120	269	6	standards	standard	NOUN
fis-5120	269	7	in	in	ADP
fis-5120	269	8	civil	civil	ADJ
fis-5120	269	9	engineering	engineering	NOUN
fis-5120	269	10	can	can	AUX
fis-5120	269	11	slow	slow	VERB
fis-5120	269	12	down	down	ADP
fis-5120	269	13	the	the	DET
fis-5120	269	14	adoption	adoption	NOUN
fis-5120	269	15	of	of	ADP
fis-5120	269	16	new	new	ADJ
fis-5120	269	17	ai	ai	PROPN
fis-5120	269	18	techniques	technique	NOUN
fis-5120	269	19	,	,	PUNCT
fis-5120	269	20	particularly	particularly	ADV
fis-5120	269	21	in	in	ADP
fis-5120	269	22	safety	safety	NOUN
fis-5120	269	23	-	-	PUNCT
fis-5120	269	24	critical	critical	ADJ
fis-5120	269	25	applications	application	NOUN
fis-5120	269	26	.	.	PUNCT
fis-5120	270	1	tab	tab	NOUN
fis-5120	270	2	.	.	PUNCT
fis-5120	271	1	4	4	NUM
fis-5120	271	2	encapsulates	encapsulate	VERB
fis-5120	271	3	the	the	DET
fis-5120	271	4	multifaceted	multifaceted	ADJ
fis-5120	271	5	limitations	limitation	NOUN
fis-5120	271	6	inherent	inherent	ADJ
fis-5120	271	7	in	in	ADP
fis-5120	271	8	the	the	DET
fis-5120	271	9	optimization	optimization	NOUN
fis-5120	271	10	techniques	technique	NOUN
fis-5120	271	11	discussed	discuss	VERB
fis-5120	271	12	in	in	ADP
fis-5120	271	13	this	this	DET
fis-5120	271	14	review	review	NOUN
fis-5120	271	15	work	work	NOUN
fis-5120	271	16	.	.	PUNCT
fis-5120	272	1	each	each	DET
fis-5120	272	2	reference	reference	NOUN
fis-5120	272	3	enhances	enhance	VERB
fis-5120	272	4	the	the	DET
fis-5120	272	5	overall	overall	ADJ
fis-5120	272	6	comprehension	comprehension	NOUN
fis-5120	272	7	of	of	ADP
fis-5120	272	8	optimization	optimization	NOUN
fis-5120	272	9	in	in	ADP
fis-5120	272	10	civil	civil	ADJ
fis-5120	272	11	engineering	engineering	NOUN
fis-5120	272	12	while	while	SCONJ
fis-5120	272	13	also	also	ADV
fis-5120	272	14	presenting	present	VERB
fis-5120	272	15	specific	specific	ADJ
fis-5120	272	16	challenges	challenge	NOUN
fis-5120	272	17	related	relate	VERB
fis-5120	272	18	to	to	ADP
fis-5120	272	19	model	model	NOUN
fis-5120	272	20	accuracy	accuracy	NOUN
fis-5120	272	21	,	,	PUNCT
fis-5120	272	22	generalizability	generalizability	NOUN
fis-5120	272	23	,	,	PUNCT
fis-5120	272	24	data	data	NOUN
fis-5120	272	25	dependency	dependency	NOUN
fis-5120	272	26	,	,	PUNCT
fis-5120	272	27	and	and	CCONJ
fis-5120	272	28	methodological	methodological	ADJ
fis-5120	272	29	constraints	constraint	NOUN
fis-5120	272	30	.	.	PUNCT
fis-5120	273	1	addressing	address	VERB
fis-5120	273	2	these	these	DET
fis-5120	273	3	limitations	limitation	NOUN
fis-5120	273	4	requires	require	VERB
fis-5120	273	5	ongoing	ongoing	ADJ
fis-5120	273	6	research	research	NOUN
fis-5120	273	7	,	,	PUNCT
fis-5120	273	8	interdisciplinary	interdisciplinary	ADJ
fis-5120	273	9	collaboration	collaboration	NOUN
fis-5120	273	10	,	,	PUNCT
fis-5120	273	11	and	and	CCONJ
fis-5120	273	12	the	the	DET
fis-5120	273	13	development	development	NOUN
fis-5120	273	14	of	of	ADP
fis-5120	273	15	more	more	ADV
fis-5120	273	16	robust	robust	ADJ
fis-5120	273	17	,	,	PUNCT
fis-5120	273	18	adaptable	adaptable	ADJ
fis-5120	273	19	computational	computational	ADJ
fis-5120	273	20	models	model	NOUN
fis-5120	273	21	.	.	PUNCT
fis-5120	274	1	references	reference	NOUN
fis-5120	274	2	limitation	limitation	NOUN
fis-5120	274	3	summary	summary	NOUN
fis-5120	274	4	[	[	X
fis-5120	274	5	2	2	NUM
fis-5120	274	6	]	]	PUNCT
fis-5120	274	7	sensitivity	sensitivity	NOUN
fis-5120	274	8	analysis	analysis	NOUN
fis-5120	274	9	may	may	AUX
fis-5120	274	10	not	not	PART
fis-5120	274	11	fully	fully	ADV
fis-5120	274	12	account	account	VERB
fis-5120	274	13	for	for	ADP
fis-5120	274	14	the	the	DET
fis-5120	274	15	complex	complex	ADJ
fis-5120	274	16	interactions	interaction	NOUN
fis-5120	274	17	between	between	ADP
fis-5120	274	18	different	different	ADJ
fis-5120	274	19	structural	structural	ADJ
fis-5120	274	20	elements	element	NOUN
fis-5120	274	21	under	under	ADP
fis-5120	274	22	varying	vary	VERB
fis-5120	274	23	loads	load	NOUN
fis-5120	274	24	.	.	PUNCT
fis-5120	275	1	[	[	X
fis-5120	275	2	4	4	NUM
fis-5120	275	3	]	]	X
fis-5120	275	4	experimental	experimental	ADJ
fis-5120	275	5	and	and	CCONJ
fis-5120	275	6	data	data	NOUN
fis-5120	275	7	-	-	PUNCT
fis-5120	275	8	driven	drive	VERB
fis-5120	275	9	approaches	approach	NOUN
fis-5120	275	10	to	to	PART
fis-5120	275	11	crack	crack	VERB
fis-5120	275	12	characterization	characterization	NOUN
fis-5120	275	13	might	might	AUX
fis-5120	275	14	not	not	PART
fis-5120	275	15	generalize	generalize	VERB
fis-5120	275	16	to	to	ADP
fis-5120	275	17	all	all	DET
fis-5120	275	18	types	type	NOUN
fis-5120	275	19	of	of	ADP
fis-5120	275	20	concrete	concrete	ADJ
fis-5120	275	21	or	or	CCONJ
fis-5120	275	22	damage	damage	NOUN
fis-5120	275	23	scenarios	scenario	NOUN
fis-5120	275	24	.	.	PUNCT
fis-5120	276	1	[	[	X
fis-5120	276	2	29	29	NUM
fis-5120	276	3	]	]	PUNCT
fis-5120	276	4	the	the	DET
fis-5120	276	5	reliability	reliability	NOUN
fis-5120	276	6	-	-	PUNCT
fis-5120	276	7	based	base	VERB
fis-5120	276	8	approach	approach	NOUN
fis-5120	276	9	might	might	AUX
fis-5120	276	10	overlook	overlook	VERB
fis-5120	276	11	some	some	DET
fis-5120	276	12	site	site	NOUN
fis-5120	276	13	-	-	PUNCT
fis-5120	276	14	specific	specific	ADJ
fis-5120	276	15	corrosion	corrosion	NOUN
fis-5120	276	16	factors	factor	NOUN
fis-5120	276	17	,	,	PUNCT
fis-5120	276	18	affecting	affect	VERB
fis-5120	276	19	the	the	DET
fis-5120	276	20	accuracy	accuracy	NOUN
fis-5120	276	21	of	of	ADP
fis-5120	276	22	fragility	fragility	NOUN
fis-5120	276	23	curves	curve	NOUN
fis-5120	276	24	.	.	PUNCT
fis-5120	277	1	[	[	X
fis-5120	277	2	30	30	NUM
fis-5120	277	3	]	]	X
fis-5120	277	4	optimization	optimization	NOUN
fis-5120	277	5	of	of	ADP
fis-5120	277	6	controlled	control	VERB
fis-5120	277	7	rocking	rocking	NOUN
fis-5120	277	8	frames	frame	NOUN
fis-5120	277	9	may	may	AUX
fis-5120	277	10	not	not	PART
fis-5120	277	11	capture	capture	VERB
fis-5120	277	12	the	the	DET
fis-5120	277	13	full	full	ADJ
fis-5120	277	14	range	range	NOUN
fis-5120	277	15	of	of	ADP
fis-5120	277	16	structural	structural	ADJ
fis-5120	277	17	responses	response	NOUN
fis-5120	277	18	in	in	ADP
fis-5120	277	19	highly	highly	ADV
fis-5120	277	20	dynamic	dynamic	ADJ
fis-5120	277	21	seismic	seismic	ADJ
fis-5120	277	22	events	event	NOUN
fis-5120	277	23	.	.	PUNCT
fis-5120	278	1	[	[	X
fis-5120	278	2	32	32	NUM
fis-5120	278	3	]	]	PUNCT
fis-5120	278	4	exploration	exploration	NOUN
fis-5120	278	5	may	may	AUX
fis-5120	278	6	not	not	PART
fis-5120	278	7	encompass	encompass	VERB
fis-5120	278	8	all	all	DET
fis-5120	278	9	emerging	emerge	VERB
fis-5120	278	10	optimization	optimization	NOUN
fis-5120	278	11	methods	method	NOUN
fis-5120	278	12	,	,	PUNCT
fis-5120	278	13	possibly	possibly	ADV
fis-5120	278	14	missing	miss	VERB
fis-5120	278	15	some	some	DET
fis-5120	278	16	innovative	innovative	ADJ
fis-5120	278	17	approaches	approach	NOUN
fis-5120	278	18	.	.	PUNCT
fis-5120	279	1	[	[	X
fis-5120	279	2	36	36	NUM
fis-5120	279	3	]	]	X
fis-5120	279	4	fuzzy	fuzzy	ADJ
fis-5120	279	5	cognitive	cognitive	ADJ
fis-5120	279	6	maps	map	NOUN
fis-5120	279	7	might	might	AUX
fis-5120	279	8	oversimplify	oversimplify	VERB
fis-5120	279	9	the	the	DET
fis-5120	279	10	complex	complex	ADJ
fis-5120	279	11	relationships	relationship	NOUN
fis-5120	279	12	between	between	ADP
fis-5120	279	13	different	different	ADJ
fis-5120	279	14	factors	factor	NOUN
fis-5120	279	15	influencing	influence	VERB
fis-5120	279	16	crack	crack	VERB
fis-5120	279	17	categorization	categorization	NOUN
fis-5120	279	18	.	.	PUNCT
fis-5120	280	1	[	[	X
fis-5120	280	2	37	37	NUM
fis-5120	280	3	]	]	PUNCT
fis-5120	280	4	hybrid	hybrid	ADJ
fis-5120	280	5	neuro	neuro	NOUN
fis-5120	280	6	-	-	PUNCT
fis-5120	280	7	fuzzy	fuzzy	ADJ
fis-5120	280	8	models	model	NOUN
fis-5120	280	9	'	'	PART
fis-5120	280	10	predictions	prediction	NOUN
fis-5120	280	11	on	on	ADP
fis-5120	280	12	concrete	concrete	ADJ
fis-5120	280	13	carbonation	carbonation	NOUN
fis-5120	280	14	depth	depth	NOUN
fis-5120	280	15	might	might	AUX
fis-5120	280	16	not	not	PART
fis-5120	280	17	be	be	AUX
fis-5120	280	18	accurate	accurate	ADJ
fis-5120	280	19	across	across	ADP
fis-5120	280	20	different	different	ADJ
fis-5120	280	21	concrete	concrete	ADJ
fis-5120	280	22	compositions	composition	NOUN
fis-5120	280	23	.	.	PUNCT
fis-5120	281	1	[	[	X
fis-5120	281	2	38	38	NUM
fis-5120	281	3	]	]	PUNCT
fis-5120	281	4	data	data	NOUN
fis-5120	281	5	-	-	PUNCT
fis-5120	281	6	driven	drive	VERB
fis-5120	281	7	models	model	NOUN
fis-5120	281	8	for	for	ADP
fis-5120	281	9	displacement	displacement	ADJ
fis-5120	281	10	determination	determination	NOUN
fis-5120	281	11	might	might	AUX
fis-5120	281	12	not	not	PART
fis-5120	281	13	perform	perform	VERB
fis-5120	281	14	well	well	ADV
fis-5120	281	15	in	in	ADP
fis-5120	281	16	predicting	predict	VERB
fis-5120	281	17	outcomes	outcome	NOUN
fis-5120	281	18	for	for	ADP
fis-5120	281	19	structures	structure	NOUN
fis-5120	281	20	beyond	beyond	ADP
fis-5120	281	21	the	the	DET
fis-5120	281	22	training	training	NOUN
fis-5120	281	23	dataset	dataset	NOUN
fis-5120	281	24	.	.	PUNCT
fis-5120	282	1	[	[	X
fis-5120	282	2	39	39	NUM
fis-5120	282	3	]	]	PUNCT
fis-5120	282	4	the	the	DET
fis-5120	282	5	integration	integration	NOUN
fis-5120	282	6	of	of	ADP
fis-5120	282	7	bim	bim	NOUN
fis-5120	282	8	with	with	ADP
fis-5120	282	9	advanced	advanced	ADJ
fis-5120	282	10	imaging	imaging	NOUN
fis-5120	282	11	might	might	AUX
fis-5120	282	12	face	face	VERB
fis-5120	282	13	challenges	challenge	NOUN
fis-5120	282	14	in	in	ADP
fis-5120	282	15	data	datum	NOUN
fis-5120	282	16	compatibility	compatibility	NOUN
fis-5120	282	17	and	and	CCONJ
fis-5120	282	18	processing	processing	NOUN
fis-5120	282	19	capabilities	capability	NOUN
fis-5120	282	20	.	.	PUNCT
fis-5120	283	1	[	[	X
fis-5120	283	2	46	46	NUM
fis-5120	283	3	]	]	X
fis-5120	283	4	potential	potential	ADJ
fis-5120	283	5	discrepancies	discrepancy	NOUN
fis-5120	283	6	between	between	ADP
fis-5120	283	7	model	model	NOUN
fis-5120	283	8	predictions	prediction	NOUN
fis-5120	283	9	and	and	CCONJ
fis-5120	283	10	real	real	ADJ
fis-5120	283	11	-	-	PUNCT
fis-5120	283	12	world	world	NOUN
fis-5120	283	13	seismic	seismic	ADJ
fis-5120	283	14	behaviors	behavior	NOUN
fis-5120	283	15	due	due	ADP
fis-5120	283	16	to	to	ADP
fis-5120	283	17	simplifications	simplification	NOUN
fis-5120	283	18	in	in	ADP
fis-5120	283	19	the	the	DET
fis-5120	283	20	rsm	rsm	NOUN
fis-5120	283	21	.	.	PUNCT
fis-5120	284	1	[	[	X
fis-5120	284	2	51	51	NUM
fis-5120	284	3	]	]	X
fis-5120	284	4	rsm	rsm	NOUN
fis-5120	284	5	may	may	AUX
fis-5120	284	6	not	not	PART
fis-5120	284	7	accurately	accurately	ADV
fis-5120	284	8	predict	predict	VERB
fis-5120	284	9	the	the	DET
fis-5120	284	10	shrinkage	shrinkage	NOUN
fis-5120	284	11	cracking	crack	VERB
fis-5120	284	12	behavior	behavior	NOUN
fis-5120	284	13	under	under	ADP
fis-5120	284	14	all	all	DET
fis-5120	284	15	environmental	environmental	ADJ
fis-5120	284	16	conditions	condition	NOUN
fis-5120	284	17	.	.	PUNCT
fis-5120	285	1	table	table	NOUN
fis-5120	285	2	4	4	NUM
fis-5120	285	3	:	:	PUNCT
fis-5120	285	4	limitations	limitation	NOUN
fis-5120	285	5	in	in	ADP
fis-5120	285	6	some	some	DET
fis-5120	285	7	previous	previous	ADJ
fis-5120	285	8	work	work	NOUN
fis-5120	285	9	.	.	PUNCT
fis-5120	286	1	a.	a.	PROPN
fis-5120	286	2	anjum	anjum	PROPN
fis-5120	286	3	et	et	PROPN
fis-5120	286	4	alii	alii	PROPN
fis-5120	286	5	,	,	PUNCT
fis-5120	286	6	fracture	fracture	ADJ
fis-5120	286	7	and	and	CCONJ
fis-5120	286	8	structural	structural	ADJ
fis-5120	286	9	integrity	integrity	NOUN
fis-5120	286	10	,	,	PUNCT
fis-5120	286	11	71	71	NUM
fis-5120	286	12	(	(	PUNCT
fis-5120	286	13	2025	2025	NUM
fis-5120	286	14	)	)	PUNCT
fis-5120	286	15	164	164	NUM
fis-5120	286	16	-	-	SYM
fis-5120	286	17	181	181	NUM
fis-5120	286	18	;	;	PUNCT
fis-5120	286	19	doi	doi	NOUN
fis-5120	286	20	:	:	PUNCT
fis-5120	286	21	10.3221	10.3221	NUM
fis-5120	286	22	/	/	SYM
fis-5120	286	23	igf	igf	PROPN
fis-5120	286	24	-	-	PUNCT
fis-5120	286	25	esis.71.12	esis.71.12	PROPN
fis-5120	286	26	178	178	NUM
fis-5120	286	27	global	global	ADJ
fis-5120	286	28	sustainability	sustainability	NOUN
fis-5120	286	29	and	and	CCONJ
fis-5120	286	30	decarbonization	decarbonization	NOUN
fis-5120	286	31	targets	target	NOUN
fis-5120	286	32	as	as	SCONJ
fis-5120	286	33	the	the	DET
fis-5120	286	34	world	world	NOUN
fis-5120	286	35	intensifies	intensify	VERB
fis-5120	286	36	its	its	PRON
fis-5120	286	37	focus	focus	NOUN
fis-5120	286	38	on	on	ADP
fis-5120	286	39	sustainability	sustainability	NOUN
fis-5120	286	40	,	,	PUNCT
fis-5120	286	41	civil	civil	ADJ
fis-5120	286	42	engineering	engineering	NOUN
fis-5120	286	43	has	have	VERB
fis-5120	286	44	a	a	DET
fis-5120	286	45	pivotal	pivotal	ADJ
fis-5120	286	46	role	role	NOUN
fis-5120	286	47	in	in	ADP
fis-5120	286	48	contributing	contribute	VERB
fis-5120	286	49	to	to	ADP
fis-5120	286	50	global	global	ADJ
fis-5120	286	51	efforts	effort	NOUN
fis-5120	286	52	such	such	ADJ
fis-5120	286	53	as	as	ADP
fis-5120	286	54	the	the	DET
fis-5120	286	55	sustainable	sustainable	ADJ
fis-5120	286	56	development	development	NOUN
fis-5120	286	57	goals	goal	NOUN
fis-5120	286	58	(	(	PUNCT
fis-5120	286	59	sdgs	sdgs	ADJ
fis-5120	286	60	)	)	PUNCT
fis-5120	286	61	,	,	PUNCT
fis-5120	286	62	especially	especially	ADV
fis-5120	286	63	sdg	sdg	NOUN
fis-5120	286	64	9	9	NUM
fis-5120	286	65	(	(	PUNCT
fis-5120	286	66	industry	industry	NOUN
fis-5120	286	67	,	,	PUNCT
fis-5120	286	68	innovation	innovation	NOUN
fis-5120	286	69	,	,	PUNCT
fis-5120	286	70	and	and	CCONJ
fis-5120	286	71	infrastructure	infrastructure	NOUN
fis-5120	286	72	)	)	PUNCT
fis-5120	286	73	.	.	PUNCT
fis-5120	287	1	the	the	DET
fis-5120	287	2	construction	construction	NOUN
fis-5120	287	3	industry	industry	NOUN
fis-5120	287	4	is	be	AUX
fis-5120	287	5	responsible	responsible	ADJ
fis-5120	287	6	for	for	ADP
fis-5120	287	7	approximately	approximately	ADV
fis-5120	287	8	38	38	NUM
fis-5120	287	9	%	%	NOUN
fis-5120	287	10	of	of	ADP
fis-5120	287	11	global	global	ADJ
fis-5120	287	12	co₂	co₂	PROPN
fis-5120	287	13	emissions	emission	NOUN
fis-5120	287	14	(	(	PUNCT
fis-5120	287	15	global	global	ADJ
fis-5120	287	16	status	status	NOUN
fis-5120	287	17	report	report	NOUN
fis-5120	287	18	for	for	ADP
fis-5120	287	19	buildings	building	NOUN
fis-5120	287	20	and	and	CCONJ
fis-5120	287	21	construction	construction	NOUN
fis-5120	287	22	,	,	PUNCT
fis-5120	287	23	2022	2022	NUM
fis-5120	287	24	)	)	PUNCT
fis-5120	287	25	,	,	PUNCT
fis-5120	287	26	which	which	PRON
fis-5120	287	27	underscores	underscore	VERB
fis-5120	287	28	the	the	DET
fis-5120	287	29	urgent	urgent	ADJ
fis-5120	287	30	need	need	NOUN
fis-5120	287	31	for	for	ADP
fis-5120	287	32	more	more	ADV
fis-5120	287	33	sustainable	sustainable	ADJ
fis-5120	287	34	building	building	NOUN
fis-5120	287	35	practices	practice	NOUN
fis-5120	287	36	.	.	PUNCT
fis-5120	288	1	ai	ai	VERB
fis-5120	288	2	-	-	PUNCT
fis-5120	288	3	driven	drive	VERB
fis-5120	288	4	optimization	optimization	NOUN
fis-5120	288	5	techniques	technique	NOUN
fis-5120	288	6	provide	provide	VERB
fis-5120	288	7	an	an	DET
fis-5120	288	8	opportunity	opportunity	NOUN
fis-5120	288	9	to	to	PART
fis-5120	288	10	align	align	VERB
fis-5120	288	11	civil	civil	ADJ
fis-5120	288	12	engineering	engineering	NOUN
fis-5120	288	13	practices	practice	NOUN
fis-5120	288	14	with	with	ADP
fis-5120	288	15	decarbonization	decarbonization	NOUN
fis-5120	288	16	targets	target	NOUN
fis-5120	288	17	,	,	PUNCT
fis-5120	288	18	enabling	enable	VERB
fis-5120	288	19	the	the	DET
fis-5120	288	20	design	design	NOUN
fis-5120	288	21	,	,	PUNCT
fis-5120	288	22	construction	construction	NOUN
fis-5120	288	23	,	,	PUNCT
fis-5120	288	24	repair	repair	NOUN
fis-5120	288	25	,	,	PUNCT
fis-5120	288	26	and	and	CCONJ
fis-5120	288	27	monitoring	monitoring	NOUN
fis-5120	288	28	of	of	ADP
fis-5120	288	29	civil	civil	ADJ
fis-5120	288	30	structure	structure	NOUN
fis-5120	288	31	that	that	PRON
fis-5120	288	32	is	be	AUX
fis-5120	288	33	not	not	PART
fis-5120	288	34	only	only	ADV
fis-5120	288	35	efficient	efficient	ADJ
fis-5120	288	36	and	and	CCONJ
fis-5120	288	37	resilient	resilient	ADJ
fis-5120	288	38	but	but	CCONJ
fis-5120	288	39	also	also	ADV
fis-5120	288	40	environmentally	environmentally	ADV
fis-5120	288	41	sustainable	sustainable	ADJ
fis-5120	288	42	.	.	PUNCT
fis-5120	289	1	ai	ai	VERB
fis-5120	289	2	-	-	PUNCT
fis-5120	289	3	driven	drive	VERB
fis-5120	289	4	optimization	optimization	NOUN
fis-5120	289	5	techniques	technique	NOUN
fis-5120	289	6	also	also	ADV
fis-5120	289	7	contribute	contribute	VERB
fis-5120	289	8	to	to	ADP
fis-5120	289	9	sustainability	sustainability	NOUN
fis-5120	289	10	by	by	ADP
fis-5120	289	11	improving	improve	VERB
fis-5120	289	12	resource	resource	NOUN
fis-5120	289	13	efficiency	efficiency	NOUN
fis-5120	289	14	.	.	PUNCT
fis-5120	290	1	the	the	DET
fis-5120	290	2	use	use	NOUN
fis-5120	290	3	of	of	ADP
fis-5120	290	4	methods	method	NOUN
fis-5120	290	5	like	like	ADP
fis-5120	290	6	doe	doe	NOUN
fis-5120	290	7	allows	allow	VERB
fis-5120	290	8	for	for	ADP
fis-5120	290	9	the	the	DET
fis-5120	290	10	precise	precise	ADJ
fis-5120	290	11	adjustment	adjustment	NOUN
fis-5120	290	12	of	of	ADP
fis-5120	290	13	material	material	NOUN
fis-5120	290	14	proportions	proportion	NOUN
fis-5120	290	15	and	and	CCONJ
fis-5120	290	16	construction	construction	NOUN
fis-5120	290	17	processes	process	NOUN
fis-5120	290	18	,	,	PUNCT
fis-5120	290	19	ensuring	ensure	VERB
fis-5120	290	20	that	that	SCONJ
fis-5120	290	21	resources	resource	NOUN
fis-5120	290	22	are	be	AUX
fis-5120	290	23	used	use	VERB
fis-5120	290	24	optimally	optimally	ADV
fis-5120	290	25	,	,	PUNCT
fis-5120	290	26	thus	thus	ADV
fis-5120	290	27	reducing	reduce	VERB
fis-5120	290	28	both	both	CCONJ
fis-5120	290	29	waste	waste	NOUN
fis-5120	290	30	and	and	CCONJ
fis-5120	290	31	costs	cost	NOUN
fis-5120	290	32	.	.	PUNCT
fis-5120	291	1	these	these	DET
fis-5120	291	2	techniques	technique	NOUN
fis-5120	291	3	enable	enable	VERB
fis-5120	291	4	engineers	engineer	NOUN
fis-5120	291	5	to	to	PART
fis-5120	291	6	simulate	simulate	VERB
fis-5120	291	7	different	different	ADJ
fis-5120	291	8	scenarios	scenario	NOUN
fis-5120	291	9	and	and	CCONJ
fis-5120	291	10	make	make	VERB
fis-5120	291	11	data	datum	NOUN
fis-5120	291	12	-	-	PUNCT
fis-5120	291	13	driven	drive	VERB
fis-5120	291	14	decisions	decision	NOUN
fis-5120	291	15	that	that	PRON
fis-5120	291	16	minimize	minimize	VERB
fis-5120	291	17	the	the	DET
fis-5120	291	18	environmental	environmental	ADJ
fis-5120	291	19	impact	impact	NOUN
fis-5120	291	20	of	of	ADP
fis-5120	291	21	construction	construction	NOUN
fis-5120	291	22	projects	project	NOUN
fis-5120	291	23	.	.	PUNCT
fis-5120	292	1	this	this	PRON
fis-5120	292	2	is	be	AUX
fis-5120	292	3	particularly	particularly	ADV
fis-5120	292	4	important	important	ADJ
fis-5120	292	5	in	in	ADP
fis-5120	292	6	large	large	ADJ
fis-5120	292	7	-	-	PUNCT
fis-5120	292	8	scale	scale	NOUN
fis-5120	292	9	civil	civil	ADJ
fis-5120	292	10	structure	structure	NOUN
fis-5120	292	11	projects	project	NOUN
fis-5120	292	12	where	where	SCONJ
fis-5120	292	13	resource	resource	NOUN
fis-5120	292	14	-	-	PUNCT
fis-5120	292	15	intensive	intensive	ADJ
fis-5120	292	16	materials	material	NOUN
fis-5120	292	17	are	be	AUX
fis-5120	292	18	involved	involve	VERB
fis-5120	292	19	.	.	PUNCT
fis-5120	293	1	ai	ai	VERB
fis-5120	293	2	’s	’s	PART
fis-5120	293	3	role	role	NOUN
fis-5120	293	4	in	in	ADP
fis-5120	293	5	sustainability	sustainability	NOUN
fis-5120	293	6	extends	extend	VERB
fis-5120	293	7	to	to	ADP
fis-5120	293	8	the	the	DET
fis-5120	293	9	development	development	NOUN
fis-5120	293	10	of	of	ADP
fis-5120	293	11	resilient	resilient	ADJ
fis-5120	293	12	civil	civil	ADJ
fis-5120	293	13	structures	structure	NOUN
fis-5120	293	14	that	that	PRON
fis-5120	293	15	can	can	AUX
fis-5120	293	16	withstand	withstand	VERB
fis-5120	293	17	the	the	DET
fis-5120	293	18	impacts	impact	NOUN
fis-5120	293	19	of	of	ADP
fis-5120	293	20	climate	climate	NOUN
fis-5120	293	21	change	change	NOUN
fis-5120	293	22	.	.	PUNCT
fis-5120	294	1	techniques	technique	NOUN
fis-5120	294	2	such	such	ADJ
fis-5120	294	3	as	as	ADP
fis-5120	294	4	fuzzy	fuzzy	ADJ
fis-5120	294	5	logic	logic	NOUN
fis-5120	294	6	and	and	CCONJ
fis-5120	294	7	neural	neural	ADJ
fis-5120	294	8	networks	network	NOUN
fis-5120	294	9	can	can	AUX
fis-5120	294	10	be	be	AUX
fis-5120	294	11	used	use	VERB
fis-5120	294	12	to	to	PART
fis-5120	294	13	design	design	VERB
fis-5120	294	14	civil	civil	ADJ
fis-5120	294	15	structures	structure	NOUN
fis-5120	294	16	that	that	PRON
fis-5120	294	17	are	be	AUX
fis-5120	294	18	more	more	ADV
fis-5120	294	19	adaptable	adaptable	ADJ
fis-5120	294	20	to	to	ADP
fis-5120	294	21	changing	change	VERB
fis-5120	294	22	environmental	environmental	ADJ
fis-5120	294	23	conditions	condition	NOUN
fis-5120	294	24	,	,	PUNCT
fis-5120	294	25	ensuring	ensure	VERB
fis-5120	294	26	longevity	longevity	NOUN
fis-5120	294	27	and	and	CCONJ
fis-5120	294	28	reducing	reduce	VERB
fis-5120	294	29	the	the	DET
fis-5120	294	30	need	need	NOUN
fis-5120	294	31	for	for	ADP
fis-5120	294	32	frequent	frequent	ADJ
fis-5120	294	33	repairs	repair	NOUN
fis-5120	294	34	and	and	CCONJ
fis-5120	294	35	maintenance	maintenance	NOUN
fis-5120	294	36	.	.	PUNCT
fis-5120	295	1	this	this	PRON
fis-5120	295	2	contributes	contribute	VERB
fis-5120	295	3	to	to	ADP
fis-5120	295	4	sustainability	sustainability	NOUN
fis-5120	295	5	by	by	ADP
fis-5120	295	6	reducing	reduce	VERB
fis-5120	295	7	the	the	DET
fis-5120	295	8	overall	overall	ADJ
fis-5120	295	9	resource	resource	NOUN
fis-5120	295	10	demand	demand	NOUN
fis-5120	295	11	and	and	CCONJ
fis-5120	295	12	lifecycle	lifecycle	NOUN
fis-5120	295	13	emissions	emission	NOUN
fis-5120	295	14	associated	associate	VERB
fis-5120	295	15	with	with	ADP
fis-5120	295	16	civil	civil	ADJ
fis-5120	295	17	structure	structure	NOUN
fis-5120	295	18	maintenance	maintenance	NOUN
fis-5120	295	19	and	and	CCONJ
fis-5120	295	20	reconstruction	reconstruction	NOUN
fis-5120	295	21	.	.	PUNCT
fis-5120	296	1	by	by	ADP
fis-5120	296	2	aligning	align	VERB
fis-5120	296	3	ai	ai	PRON
fis-5120	296	4	optimization	optimization	NOUN
fis-5120	296	5	methods	method	NOUN
fis-5120	296	6	with	with	ADP
fis-5120	296	7	global	global	ADJ
fis-5120	296	8	decarbonization	decarbonization	NOUN
fis-5120	296	9	and	and	CCONJ
fis-5120	296	10	sustainability	sustainability	NOUN
fis-5120	296	11	targets	target	NOUN
fis-5120	296	12	,	,	PUNCT
fis-5120	296	13	the	the	DET
fis-5120	296	14	civil	civil	ADJ
fis-5120	296	15	engineering	engineering	NOUN
fis-5120	296	16	sector	sector	NOUN
fis-5120	296	17	can	can	AUX
fis-5120	296	18	contribute	contribute	VERB
fis-5120	296	19	significantly	significantly	ADV
fis-5120	296	20	to	to	ADP
fis-5120	296	21	reducing	reduce	VERB
fis-5120	296	22	the	the	DET
fis-5120	296	23	environmental	environmental	ADJ
fis-5120	296	24	impact	impact	NOUN
fis-5120	296	25	of	of	ADP
fis-5120	296	26	civil	civil	ADJ
fis-5120	296	27	structure	structure	NOUN
fis-5120	296	28	development	development	NOUN
fis-5120	296	29	and	and	CCONJ
fis-5120	296	30	repair	repair	NOUN
fis-5120	296	31	techniques	technique	NOUN
fis-5120	296	32	.	.	PUNCT
fis-5120	297	1	this	this	PRON
fis-5120	297	2	includes	include	VERB
fis-5120	297	3	contributing	contribute	VERB
fis-5120	297	4	to	to	ADP
fis-5120	297	5	the	the	DET
fis-5120	297	6	net	net	ADJ
fis-5120	297	7	-	-	PUNCT
fis-5120	297	8	zero	zero	NUM
fis-5120	297	9	emissions	emission	NOUN
fis-5120	297	10	goals	goal	NOUN
fis-5120	297	11	set	set	VERB
fis-5120	297	12	by	by	ADP
fis-5120	297	13	various	various	ADJ
fis-5120	297	14	countries	country	NOUN
fis-5120	297	15	and	and	CCONJ
fis-5120	297	16	international	international	ADJ
fis-5120	297	17	organizations	organization	NOUN
fis-5120	297	18	.	.	PUNCT
fis-5120	298	1	furthermore	furthermore	ADV
fis-5120	298	2	,	,	PUNCT
fis-5120	298	3	integrating	integrate	VERB
fis-5120	298	4	sustainability	sustainability	NOUN
fis-5120	298	5	metrics	metric	NOUN
fis-5120	298	6	into	into	ADP
fis-5120	298	7	the	the	DET
fis-5120	298	8	design	design	NOUN
fis-5120	298	9	process	process	NOUN
fis-5120	298	10	will	will	AUX
fis-5120	298	11	ensure	ensure	VERB
fis-5120	298	12	that	that	SCONJ
fis-5120	298	13	the	the	DET
fis-5120	298	14	future	future	ADJ
fis-5120	298	15	civil	civil	ADJ
fis-5120	298	16	structure	structure	NOUN
fis-5120	298	17	is	be	AUX
fis-5120	298	18	both	both	PRON
fis-5120	298	19	energy	energy	NOUN
fis-5120	298	20	-	-	PUNCT
fis-5120	298	21	efficient	efficient	ADJ
fis-5120	298	22	and	and	CCONJ
fis-5120	298	23	capable	capable	ADJ
fis-5120	298	24	of	of	ADP
fis-5120	298	25	supporting	support	VERB
fis-5120	298	26	low	low	ADJ
fis-5120	298	27	-	-	PUNCT
fis-5120	298	28	carbon	carbon	NOUN
fis-5120	298	29	economies	economy	NOUN
fis-5120	298	30	.	.	PUNCT
fis-5120	299	1	conclusion	conclusion	NOUN
fis-5120	299	2	and	and	CCONJ
fis-5120	299	3	recommendations	recommendation	NOUN
fis-5120	299	4	his	his	PRON
fis-5120	299	5	review	review	NOUN
fis-5120	299	6	emphasizes	emphasize	VERB
fis-5120	299	7	the	the	DET
fis-5120	299	8	transformative	transformative	ADJ
fis-5120	299	9	potential	potential	NOUN
fis-5120	299	10	of	of	ADP
fis-5120	299	11	optimization	optimization	NOUN
fis-5120	299	12	methodologies	methodology	NOUN
fis-5120	299	13	in	in	ADP
fis-5120	299	14	revolutionizing	revolutionize	VERB
fis-5120	299	15	civil	civil	ADJ
fis-5120	299	16	engineering	engineering	NOUN
fis-5120	299	17	.	.	PUNCT
fis-5120	300	1	by	by	ADP
fis-5120	300	2	integrating	integrate	VERB
fis-5120	300	3	advanced	advanced	ADJ
fis-5120	300	4	computational	computational	ADJ
fis-5120	300	5	techniques	technique	NOUN
fis-5120	300	6	such	such	ADJ
fis-5120	300	7	as	as	ADP
fis-5120	300	8	doe	doe	NOUN
fis-5120	300	9	,	,	PUNCT
fis-5120	300	10	fuzzy	fuzzy	ADJ
fis-5120	300	11	logic	logic	NOUN
fis-5120	300	12	,	,	PUNCT
fis-5120	300	13	ann	ann	PROPN
fis-5120	300	14	,	,	PUNCT
fis-5120	300	15	the	the	DET
fis-5120	300	16	field	field	NOUN
fis-5120	300	17	is	be	AUX
fis-5120	300	18	progressing	progress	VERB
fis-5120	300	19	toward	toward	ADP
fis-5120	300	20	more	more	ADV
fis-5120	300	21	adaptable	adaptable	ADJ
fis-5120	300	22	,	,	PUNCT
fis-5120	300	23	efficient	efficient	ADJ
fis-5120	300	24	,	,	PUNCT
fis-5120	300	25	and	and	CCONJ
fis-5120	300	26	cost	cost	NOUN
fis-5120	300	27	-	-	PUNCT
fis-5120	300	28	effective	effective	ADJ
fis-5120	300	29	solutions	solution	NOUN
fis-5120	300	30	for	for	ADP
fis-5120	300	31	structural	structural	ADJ
fis-5120	300	32	design	design	NOUN
fis-5120	300	33	,	,	PUNCT
fis-5120	300	34	material	material	NOUN
fis-5120	300	35	optimization	optimization	NOUN
fis-5120	300	36	,	,	PUNCT
fis-5120	300	37	and	and	CCONJ
fis-5120	300	38	construction	construction	NOUN
fis-5120	300	39	methodologies	methodology	NOUN
fis-5120	300	40	.	.	PUNCT
fis-5120	301	1	these	these	DET
fis-5120	301	2	techniques	technique	NOUN
fis-5120	301	3	have	have	AUX
fis-5120	301	4	proven	prove	VERB
fis-5120	301	5	effective	effective	ADJ
fis-5120	301	6	in	in	ADP
fis-5120	301	7	handling	handle	VERB
fis-5120	301	8	uncertainties	uncertainty	NOUN
fis-5120	301	9	,	,	PUNCT
fis-5120	301	10	enabling	enable	VERB
fis-5120	301	11	the	the	DET
fis-5120	301	12	development	development	NOUN
fis-5120	301	13	of	of	ADP
fis-5120	301	14	a	a	DET
fis-5120	301	15	more	more	ADV
fis-5120	301	16	resilient	resilient	ADJ
fis-5120	301	17	and	and	CCONJ
fis-5120	301	18	sustainable	sustainable	ADJ
fis-5120	301	19	civil	civil	ADJ
fis-5120	301	20	structure	structure	NOUN
fis-5120	301	21	while	while	SCONJ
fis-5120	301	22	addressing	address	VERB
fis-5120	301	23	modern	modern	ADJ
fis-5120	301	24	challenges	challenge	NOUN
fis-5120	301	25	,	,	PUNCT
fis-5120	301	26	including	include	VERB
fis-5120	301	27	resource	resource	NOUN
fis-5120	301	28	management	management	NOUN
fis-5120	301	29	and	and	CCONJ
fis-5120	301	30	safety	safety	NOUN
fis-5120	301	31	enhancement	enhancement	NOUN
fis-5120	301	32	.	.	PUNCT
fis-5120	302	1	the	the	DET
fis-5120	302	2	review	review	NOUN
fis-5120	302	3	highlights	highlight	VERB
fis-5120	302	4	how	how	SCONJ
fis-5120	302	5	these	these	DET
fis-5120	302	6	methods	method	NOUN
fis-5120	302	7	foster	foster	VERB
fis-5120	302	8	innovation	innovation	NOUN
fis-5120	302	9	,	,	PUNCT
fis-5120	302	10	improve	improve	VERB
fis-5120	302	11	reliability	reliability	NOUN
fis-5120	302	12	,	,	PUNCT
fis-5120	302	13	and	and	CCONJ
fis-5120	302	14	contribute	contribute	VERB
fis-5120	302	15	to	to	ADP
fis-5120	302	16	the	the	DET
fis-5120	302	17	advancement	advancement	NOUN
fis-5120	302	18	of	of	ADP
fis-5120	302	19	civil	civil	ADJ
fis-5120	302	20	engineering	engineering	NOUN
fis-5120	302	21	.	.	PUNCT
fis-5120	303	1	however	however	ADV
fis-5120	303	2	,	,	PUNCT
fis-5120	303	3	there	there	PRON
fis-5120	303	4	remain	remain	VERB
fis-5120	303	5	several	several	ADJ
fis-5120	303	6	practical	practical	ADJ
fis-5120	303	7	challenges	challenge	NOUN
fis-5120	303	8	that	that	PRON
fis-5120	303	9	must	must	AUX
fis-5120	303	10	be	be	AUX
fis-5120	303	11	addressed	address	VERB
fis-5120	303	12	for	for	SCONJ
fis-5120	303	13	these	these	DET
fis-5120	303	14	optimization	optimization	NOUN
fis-5120	303	15	techniques	technique	NOUN
fis-5120	303	16	to	to	PART
fis-5120	303	17	achieve	achieve	VERB
fis-5120	303	18	widespread	widespread	ADJ
fis-5120	303	19	application	application	NOUN
fis-5120	303	20	.	.	PUNCT
fis-5120	304	1	the	the	DET
fis-5120	304	2	integration	integration	NOUN
fis-5120	304	3	of	of	ADP
fis-5120	304	4	ai	ai	ADJ
fis-5120	304	5	-	-	PUNCT
fis-5120	304	6	driven	drive	VERB
fis-5120	304	7	methods	method	NOUN
fis-5120	304	8	into	into	ADP
fis-5120	304	9	existing	exist	VERB
fis-5120	304	10	engineering	engineering	NOUN
fis-5120	304	11	workflows	workflow	NOUN
fis-5120	304	12	,	,	PUNCT
fis-5120	304	13	the	the	DET
fis-5120	304	14	computational	computational	ADJ
fis-5120	304	15	resources	resource	NOUN
fis-5120	304	16	required	require	VERB
fis-5120	304	17	,	,	PUNCT
fis-5120	304	18	and	and	CCONJ
fis-5120	304	19	concerns	concern	NOUN
fis-5120	304	20	over	over	ADP
fis-5120	304	21	data	datum	NOUN
fis-5120	304	22	privacy	privacy	NOUN
fis-5120	304	23	and	and	CCONJ
fis-5120	304	24	security	security	NOUN
fis-5120	304	25	are	be	AUX
fis-5120	304	26	significant	significant	ADJ
fis-5120	304	27	obstacles	obstacle	NOUN
fis-5120	304	28	.	.	PUNCT
fis-5120	305	1	bridging	bridge	VERB
fis-5120	305	2	the	the	DET
fis-5120	305	3	gap	gap	NOUN
fis-5120	305	4	between	between	ADP
fis-5120	305	5	theoretical	theoretical	ADJ
fis-5120	305	6	advancements	advancement	NOUN
fis-5120	305	7	and	and	CCONJ
fis-5120	305	8	real	real	ADJ
fis-5120	305	9	-	-	PUNCT
fis-5120	305	10	world	world	NOUN
fis-5120	305	11	applications	application	NOUN
fis-5120	305	12	will	will	AUX
fis-5120	305	13	require	require	VERB
fis-5120	305	14	interdisciplinary	interdisciplinary	ADJ
fis-5120	305	15	collaboration	collaboration	NOUN
fis-5120	305	16	and	and	CCONJ
fis-5120	305	17	continuous	continuous	ADJ
fis-5120	305	18	technology	technology	NOUN
fis-5120	305	19	to	to	PART
fis-5120	305	20	equip	equip	VERB
fis-5120	305	21	engineers	engineer	NOUN
fis-5120	305	22	with	with	ADP
fis-5120	305	23	the	the	DET
fis-5120	305	24	necessary	necessary	ADJ
fis-5120	305	25	expertise	expertise	NOUN
fis-5120	305	26	.	.	PUNCT
fis-5120	306	1	moving	move	VERB
fis-5120	306	2	forward	forward	ADV
fis-5120	306	3	,	,	PUNCT
fis-5120	306	4	several	several	ADJ
fis-5120	306	5	key	key	ADJ
fis-5120	306	6	areas	area	NOUN
fis-5120	306	7	of	of	ADP
fis-5120	306	8	research	research	NOUN
fis-5120	306	9	and	and	CCONJ
fis-5120	306	10	development	development	NOUN
fis-5120	306	11	should	should	AUX
fis-5120	306	12	be	be	AUX
fis-5120	306	13	prioritized	prioritize	VERB
fis-5120	306	14	.	.	PUNCT
fis-5120	307	1	one	one	NUM
fis-5120	307	2	necessary	necessary	ADJ
fis-5120	307	3	area	area	NOUN
fis-5120	307	4	is	be	AUX
fis-5120	307	5	the	the	DET
fis-5120	307	6	development	development	NOUN
fis-5120	307	7	of	of	ADP
fis-5120	307	8	more	more	ADV
fis-5120	307	9	efficient	efficient	ADJ
fis-5120	307	10	computational	computational	ADJ
fis-5120	307	11	algorithms	algorithm	NOUN
fis-5120	307	12	.	.	PUNCT
fis-5120	308	1	reducing	reduce	VERB
fis-5120	308	2	the	the	DET
fis-5120	308	3	computational	computational	ADJ
fis-5120	308	4	load	load	NOUN
fis-5120	308	5	associated	associate	VERB
fis-5120	308	6	with	with	ADP
fis-5120	308	7	ai	ai	NOUN
fis-5120	308	8	and	and	CCONJ
fis-5120	308	9	optimization	optimization	NOUN
fis-5120	308	10	techniques	technique	NOUN
fis-5120	308	11	will	will	AUX
fis-5120	308	12	make	make	VERB
fis-5120	308	13	these	these	DET
fis-5120	308	14	tools	tool	NOUN
fis-5120	308	15	more	more	ADV
fis-5120	308	16	accessible	accessible	ADJ
fis-5120	308	17	,	,	PUNCT
fis-5120	308	18	particularly	particularly	ADV
fis-5120	308	19	to	to	ADP
fis-5120	308	20	smaller	small	ADJ
fis-5120	308	21	engineering	engineering	NOUN
fis-5120	308	22	firms	firm	NOUN
fis-5120	308	23	.	.	PUNCT
fis-5120	309	1	this	this	PRON
fis-5120	309	2	could	could	AUX
fis-5120	309	3	be	be	AUX
fis-5120	309	4	achieved	achieve	VERB
fis-5120	309	5	by	by	ADP
fis-5120	309	6	leveraging	leverage	VERB
fis-5120	309	7	advancements	advancement	NOUN
fis-5120	309	8	in	in	ADP
fis-5120	309	9	cloud	cloud	NOUN
fis-5120	309	10	computing	computing	NOUN
fis-5120	309	11	,	,	PUNCT
fis-5120	309	12	parallel	parallel	ADJ
fis-5120	309	13	processing	processing	NOUN
fis-5120	309	14	,	,	PUNCT
fis-5120	309	15	and	and	CCONJ
fis-5120	309	16	algorithm	algorithm	NOUN
fis-5120	309	17	optimization	optimization	NOUN
fis-5120	309	18	to	to	PART
fis-5120	309	19	reduce	reduce	VERB
fis-5120	309	20	resource	resource	NOUN
fis-5120	309	21	requirements	requirement	NOUN
fis-5120	309	22	.	.	PUNCT
fis-5120	310	1	another	another	DET
fis-5120	310	2	essential	essential	ADJ
fis-5120	310	3	direction	direction	NOUN
fis-5120	310	4	for	for	ADP
fis-5120	310	5	future	future	ADJ
fis-5120	310	6	research	research	NOUN
fis-5120	310	7	lies	lie	VERB
fis-5120	310	8	in	in	ADP
fis-5120	310	9	improving	improve	VERB
fis-5120	310	10	the	the	DET
fis-5120	310	11	integration	integration	NOUN
fis-5120	310	12	of	of	ADP
fis-5120	310	13	ai	ai	ADJ
fis-5120	310	14	techniques	technique	NOUN
fis-5120	310	15	into	into	ADP
fis-5120	310	16	traditional	traditional	ADJ
fis-5120	310	17	engineering	engineering	NOUN
fis-5120	310	18	workflows	workflow	NOUN
fis-5120	310	19	.	.	PUNCT
fis-5120	311	1	standardized	standardized	ADJ
fis-5120	311	2	frameworks	framework	NOUN
fis-5120	311	3	and	and	CCONJ
fis-5120	311	4	methodologies	methodology	NOUN
fis-5120	311	5	need	need	VERB
fis-5120	311	6	to	to	PART
fis-5120	311	7	be	be	AUX
fis-5120	311	8	developed	develop	VERB
fis-5120	311	9	to	to	PART
fis-5120	311	10	ensure	ensure	VERB
fis-5120	311	11	the	the	DET
fis-5120	311	12	seamless	seamless	ADJ
fis-5120	311	13	application	application	NOUN
fis-5120	311	14	of	of	ADP
fis-5120	311	15	ai	ai	ADJ
fis-5120	311	16	tools	tool	NOUN
fis-5120	311	17	alongside	alongside	ADP
fis-5120	311	18	conventional	conventional	ADJ
fis-5120	311	19	practices	practice	NOUN
fis-5120	311	20	.	.	PUNCT
fis-5120	312	1	interdisciplinary	interdisciplinary	ADJ
fis-5120	312	2	collaboration	collaboration	NOUN
fis-5120	312	3	between	between	ADP
fis-5120	312	4	ai	ai	ADJ
fis-5120	312	5	experts	expert	NOUN
fis-5120	312	6	and	and	CCONJ
fis-5120	312	7	civil	civil	ADJ
fis-5120	312	8	engineers	engineer	NOUN
fis-5120	312	9	will	will	AUX
fis-5120	312	10	be	be	AUX
fis-5120	312	11	instrumental	instrumental	ADJ
fis-5120	312	12	in	in	ADP
fis-5120	312	13	achieving	achieve	VERB
fis-5120	312	14	this	this	DET
fis-5120	312	15	balance	balance	NOUN
fis-5120	312	16	,	,	PUNCT
fis-5120	312	17	ensuring	ensure	VERB
fis-5120	312	18	that	that	SCONJ
fis-5120	312	19	new	new	ADJ
fis-5120	312	20	technologies	technology	NOUN
fis-5120	312	21	enhance	enhance	VERB
fis-5120	312	22	rather	rather	ADV
fis-5120	312	23	than	than	ADP
fis-5120	312	24	disrupt	disrupt	VERB
fis-5120	312	25	established	establish	VERB
fis-5120	312	26	practices	practice	NOUN
fis-5120	312	27	.	.	PUNCT
fis-5120	313	1	as	as	SCONJ
fis-5120	313	2	data	data	NOUN
fis-5120	313	3	privacy	privacy	NOUN
fis-5120	313	4	and	and	CCONJ
fis-5120	313	5	security	security	NOUN
fis-5120	313	6	continue	continue	VERB
fis-5120	313	7	to	to	PART
fis-5120	313	8	be	be	AUX
fis-5120	313	9	of	of	ADP
fis-5120	313	10	growing	grow	VERB
fis-5120	313	11	importance	importance	NOUN
fis-5120	313	12	in	in	ADP
fis-5120	313	13	civil	civil	ADJ
fis-5120	313	14	engineering	engineering	NOUN
fis-5120	313	15	projects	project	NOUN
fis-5120	313	16	,	,	PUNCT
fis-5120	313	17	further	further	ADJ
fis-5120	313	18	research	research	NOUN
fis-5120	313	19	into	into	ADP
fis-5120	313	20	secure	secure	ADJ
fis-5120	313	21	data	data	NOUN
fis-5120	313	22	-	-	PUNCT
fis-5120	313	23	sharing	share	VERB
fis-5120	313	24	platforms	platform	NOUN
fis-5120	313	25	and	and	CCONJ
fis-5120	313	26	encryption	encryption	NOUN
fis-5120	313	27	techniques	technique	NOUN
fis-5120	313	28	is	be	AUX
fis-5120	313	29	necessary	necessary	ADJ
fis-5120	313	30	.	.	PUNCT
fis-5120	314	1	ai	ai	AUX
fis-5120	314	2	systems	system	NOUN
fis-5120	314	3	generate	generate	VERB
fis-5120	314	4	vast	vast	ADJ
fis-5120	314	5	amounts	amount	NOUN
fis-5120	314	6	of	of	ADP
fis-5120	314	7	data	datum	NOUN
fis-5120	314	8	,	,	PUNCT
fis-5120	314	9	especially	especially	ADV
fis-5120	314	10	when	when	SCONJ
fis-5120	314	11	applied	apply	VERB
fis-5120	314	12	to	to	ADP
fis-5120	314	13	critical	critical	ADJ
fis-5120	314	14	civil	civil	ADJ
fis-5120	314	15	structure	structure	NOUN
fis-5120	314	16	constructions	construction	NOUN
fis-5120	314	17	,	,	PUNCT
fis-5120	314	18	making	make	VERB
fis-5120	314	19	the	the	DET
fis-5120	314	20	protection	protection	NOUN
fis-5120	314	21	of	of	ADP
fis-5120	314	22	this	this	DET
fis-5120	314	23	information	information	NOUN
fis-5120	314	24	a	a	DET
fis-5120	314	25	top	top	ADJ
fis-5120	314	26	priority	priority	NOUN
fis-5120	314	27	.	.	PUNCT
fis-5120	315	1	ensuring	ensure	VERB
fis-5120	315	2	compliance	compliance	NOUN
fis-5120	315	3	with	with	ADP
fis-5120	315	4	stringent	stringent	ADJ
fis-5120	315	5	regulatory	regulatory	ADJ
fis-5120	315	6	standards	standard	NOUN
fis-5120	315	7	will	will	AUX
fis-5120	315	8	be	be	AUX
fis-5120	315	9	essential	essential	ADJ
fis-5120	315	10	for	for	ADP
fis-5120	315	11	the	the	DET
fis-5120	315	12	broader	broad	ADJ
fis-5120	315	13	acceptance	acceptance	NOUN
fis-5120	315	14	of	of	ADP
fis-5120	315	15	these	these	DET
fis-5120	315	16	techniques	technique	NOUN
fis-5120	315	17	.	.	PUNCT
fis-5120	316	1	sustainability	sustainability	NOUN
fis-5120	316	2	is	be	AUX
fis-5120	316	3	another	another	DET
fis-5120	316	4	key	key	ADJ
fis-5120	316	5	focus	focus	NOUN
fis-5120	316	6	area	area	NOUN
fis-5120	316	7	for	for	ADP
fis-5120	316	8	future	future	ADJ
fis-5120	316	9	work	work	NOUN
fis-5120	316	10	.	.	PUNCT
fis-5120	317	1	ai	ai	VERB
fis-5120	317	2	-	-	PUNCT
fis-5120	317	3	driven	drive	VERB
fis-5120	317	4	optimization	optimization	NOUN
fis-5120	317	5	techniques	technique	NOUN
fis-5120	317	6	hold	hold	VERB
fis-5120	317	7	significant	significant	ADJ
fis-5120	317	8	promises	promise	NOUN
fis-5120	317	9	in	in	ADP
fis-5120	317	10	reducing	reduce	VERB
fis-5120	317	11	resource	resource	NOUN
fis-5120	317	12	consumption	consumption	NOUN
fis-5120	317	13	,	,	PUNCT
fis-5120	317	14	minimizing	minimize	VERB
fis-5120	317	15	waste	waste	NOUN
fis-5120	317	16	,	,	PUNCT
fis-5120	317	17	and	and	CCONJ
fis-5120	317	18	lowering	lower	VERB
fis-5120	317	19	carbon	carbon	NOUN
fis-5120	317	20	emissions	emission	NOUN
fis-5120	317	21	.	.	PUNCT
fis-5120	318	1	aligning	align	VERB
fis-5120	318	2	these	these	DET
fis-5120	318	3	methods	method	NOUN
fis-5120	318	4	with	with	ADP
fis-5120	318	5	global	global	ADJ
fis-5120	318	6	sustainability	sustainability	NOUN
fis-5120	318	7	targets	target	NOUN
fis-5120	318	8	will	will	AUX
fis-5120	318	9	enable	enable	VERB
fis-5120	318	10	the	the	DET
fis-5120	318	11	construction	construction	NOUN
fis-5120	318	12	industry	industry	NOUN
fis-5120	318	13	to	to	PART
fis-5120	318	14	develop	develop	VERB
fis-5120	318	15	more	more	ADJ
fis-5120	318	16	eco	eco	NOUN
fis-5120	318	17	-	-	PUNCT
fis-5120	318	18	friendly	friendly	ADJ
fis-5120	318	19	civil	civil	ADJ
fis-5120	318	20	structure	structure	NOUN
fis-5120	318	21	while	while	SCONJ
fis-5120	318	22	also	also	ADV
fis-5120	318	23	improving	improve	VERB
fis-5120	318	24	t	t	PROPN
fis-5120	318	25	a.	a.	NOUN
fis-5120	318	26	anjum	anjum	PROPN
fis-5120	318	27	et	et	PROPN
fis-5120	318	28	alii	alii	PROPN
fis-5120	318	29	,	,	PUNCT
fis-5120	318	30	fracture	fracture	ADJ
fis-5120	318	31	and	and	CCONJ
fis-5120	318	32	structural	structural	ADJ
fis-5120	318	33	integrity	integrity	NOUN
fis-5120	318	34	,	,	PUNCT
fis-5120	318	35	71	71	NUM
fis-5120	318	36	(	(	PUNCT
fis-5120	318	37	2025	2025	NUM
fis-5120	318	38	)	)	PUNCT
fis-5120	318	39	164	164	NUM
fis-5120	318	40	-	-	SYM
fis-5120	318	41	181	181	NUM
fis-5120	318	42	;	;	PUNCT
fis-5120	318	43	doi	doi	NOUN
fis-5120	318	44	:	:	PUNCT
fis-5120	318	45	10.3221	10.3221	NUM
fis-5120	318	46	/	/	SYM
fis-5120	318	47	igf	igf	PROPN
fis-5120	318	48	-	-	PUNCT
fis-5120	318	49	esis.71.12	esis.71.12	PROPN
fis-5120	318	50	179	179	NUM
fis-5120	318	51	overall	overall	ADJ
fis-5120	318	52	cost	cost	NOUN
fis-5120	318	53	efficiency	efficiency	NOUN
fis-5120	318	54	.	.	PUNCT
fis-5120	319	1	finally	finally	ADV
fis-5120	319	2	,	,	PUNCT
fis-5120	319	3	further	further	ADJ
fis-5120	319	4	research	research	NOUN
fis-5120	319	5	is	be	AUX
fis-5120	319	6	required	require	VERB
fis-5120	319	7	to	to	PART
fis-5120	319	8	enhance	enhance	VERB
fis-5120	319	9	the	the	DET
fis-5120	319	10	practical	practical	ADJ
fis-5120	319	11	applications	application	NOUN
fis-5120	319	12	of	of	ADP
fis-5120	319	13	ai	ai	NOUN
fis-5120	319	14	in	in	ADP
fis-5120	319	15	areas	area	NOUN
fis-5120	319	16	such	such	ADJ
fis-5120	319	17	as	as	ADP
fis-5120	319	18	seismic	seismic	ADJ
fis-5120	319	19	design	design	NOUN
fis-5120	319	20	optimization	optimization	NOUN
fis-5120	319	21	and	and	CCONJ
fis-5120	319	22	structural	structural	ADJ
fis-5120	319	23	health	health	NOUN
fis-5120	319	24	monitoring	monitoring	NOUN
fis-5120	319	25	.	.	PUNCT
fis-5120	320	1	real	real	ADJ
fis-5120	320	2	-	-	PUNCT
fis-5120	320	3	world	world	NOUN
fis-5120	320	4	testing	testing	NOUN
fis-5120	320	5	and	and	CCONJ
fis-5120	320	6	validation	validation	NOUN
fis-5120	320	7	of	of	ADP
fis-5120	320	8	ai	ai	ADJ
fis-5120	320	9	-	-	PUNCT
fis-5120	320	10	driven	drive	VERB
fis-5120	320	11	models	model	NOUN
fis-5120	320	12	across	across	ADP
fis-5120	320	13	various	various	ADJ
fis-5120	320	14	environmental	environmental	ADJ
fis-5120	320	15	conditions	condition	NOUN
fis-5120	320	16	will	will	AUX
fis-5120	320	17	help	help	VERB
fis-5120	320	18	close	close	VERB
fis-5120	320	19	the	the	DET
fis-5120	320	20	gap	gap	NOUN
fis-5120	320	21	between	between	ADP
fis-5120	320	22	theoretical	theoretical	ADJ
fis-5120	320	23	progress	progress	NOUN
fis-5120	320	24	and	and	CCONJ
fis-5120	320	25	practical	practical	ADJ
fis-5120	320	26	implementation	implementation	NOUN
fis-5120	320	27	.	.	PUNCT
fis-5120	321	1	expanding	expand	VERB
fis-5120	321	2	the	the	DET
fis-5120	321	3	scope	scope	NOUN
fis-5120	321	4	of	of	ADP
fis-5120	321	5	ai	ai	PROPN
fis-5120	321	6	applications	application	NOUN
fis-5120	321	7	to	to	PART
fis-5120	321	8	explore	explore	VERB
fis-5120	321	9	new	new	ADJ
fis-5120	321	10	materials	material	NOUN
fis-5120	321	11	and	and	CCONJ
fis-5120	321	12	sustainable	sustainable	ADJ
fis-5120	321	13	civil	civil	ADJ
fis-5120	321	14	structure	structure	NOUN
fis-5120	321	15	techniques	technique	NOUN
fis-5120	321	16	will	will	AUX
fis-5120	321	17	push	push	VERB
fis-5120	321	18	the	the	DET
fis-5120	321	19	boundaries	boundary	NOUN
fis-5120	321	20	of	of	ADP
fis-5120	321	21	innovation	innovation	NOUN
fis-5120	321	22	in	in	ADP
fis-5120	321	23	civil	civil	ADJ
fis-5120	321	24	engineering	engineering	NOUN
fis-5120	321	25	,	,	PUNCT
fis-5120	321	26	positioning	position	VERB
fis-5120	321	27	the	the	DET
fis-5120	321	28	industry	industry	NOUN
fis-5120	321	29	to	to	PART
fis-5120	321	30	tackle	tackle	VERB
fis-5120	321	31	future	future	ADJ
fis-5120	321	32	challenges	challenge	NOUN
fis-5120	321	33	effectively	effectively	ADV
fis-5120	321	34	.	.	PUNCT
fis-5120	322	1	acknowledgement	acknowledgement	NOUN
fis-5120	322	2	he	he	PRON
fis-5120	322	3	author	author	NOUN
fis-5120	322	4	,	,	PUNCT
fis-5120	322	5	asraar	asraar	NOUN
fis-5120	322	6	anjum	anjum	PROPN
fis-5120	322	7	,	,	PUNCT
fis-5120	322	8	gratefulness	gratefulness	NOUN
fis-5120	322	9	for	for	ADP
fis-5120	322	10	the	the	DET
fis-5120	322	11	support	support	NOUN
fis-5120	322	12	from	from	ADP
fis-5120	322	13	tfw2020	tfw2020	NOUN
fis-5120	322	14	at	at	ADP
fis-5120	322	15	the	the	DET
fis-5120	322	16	kulliyyah	kulliyyah	NOUN
fis-5120	322	17	of	of	ADP
fis-5120	322	18	engineering	engineering	NOUN
fis-5120	322	19	,	,	PUNCT
fis-5120	322	20	international	international	PROPN
fis-5120	322	21	islamic	islamic	PROPN
fis-5120	322	22	university	university	PROPN
fis-5120	322	23	malaysia	malaysia	PROPN
fis-5120	322	24	.	.	PUNCT
fis-5120	323	1	additionally	additionally	ADV
fis-5120	323	2	,	,	PUNCT
fis-5120	323	3	the	the	DET
fis-5120	323	4	authors	author	NOUN
fis-5120	323	5	acknowledge	acknowledge	VERB
fis-5120	323	6	the	the	DET
fis-5120	323	7	support	support	NOUN
fis-5120	323	8	structures	structure	NOUN
fis-5120	323	9	and	and	CCONJ
fis-5120	323	10	materials	material	NOUN
fis-5120	323	11	(	(	PUNCT
fis-5120	323	12	s&m	s&m	PROPN
fis-5120	323	13	)	)	PUNCT
fis-5120	323	14	research	research	NOUN
fis-5120	323	15	laboratory	laboratory	NOUN
fis-5120	323	16	at	at	ADP
fis-5120	323	17	prince	prince	PROPN
fis-5120	323	18	sultan	sultan	PROPN
fis-5120	323	19	university	university	PROPN
fis-5120	323	20	.	.	PUNCT
fis-5120	324	1	references	reference	NOUN
fis-5120	324	2	[	[	X
fis-5120	324	3	1	1	NUM
fis-5120	324	4	]	]	PUNCT
fis-5120	324	5	alhakeem	alhakeem	PROPN
fis-5120	324	6	,	,	PUNCT
fis-5120	324	7	z.m	z.m	PROPN
fis-5120	324	8	.	.	PROPN
fis-5120	324	9	,	,	PUNCT
fis-5120	324	10	jebur	jebur	PROPN
fis-5120	324	11	,	,	PUNCT
fis-5120	324	12	y.m	y.m	PROPN
fis-5120	324	13	.	.	PROPN
fis-5120	324	14	,	,	PUNCT
fis-5120	324	15	henedy	henedy	PROPN
fis-5120	324	16	,	,	PUNCT
fis-5120	324	17	s.n	s.n	PROPN
fis-5120	324	18	.	.	PROPN
fis-5120	324	19	,	,	PUNCT
fis-5120	324	20	imran	imran	PROPN
fis-5120	324	21	,	,	PUNCT
fis-5120	324	22	h.	h.	PROPN
fis-5120	324	23	,	,	PUNCT
fis-5120	324	24	bernardo	bernardo	PROPN
fis-5120	324	25	,	,	PUNCT
fis-5120	324	26	l.f.a	l.f.a	PROPN
fis-5120	324	27	.	.	PUNCT
fis-5120	324	28	,	,	PUNCT
fis-5120	324	29	hussein	hussein	PROPN
fis-5120	324	30	,	,	PUNCT
fis-5120	324	31	h.m	h.m	PROPN
fis-5120	324	32	.	.	PROPN
fis-5120	324	33	(	(	PUNCT
fis-5120	324	34	2022	2022	NUM
fis-5120	324	35	)	)	PUNCT
fis-5120	324	36	.	.	PUNCT
fis-5120	325	1	prediction	prediction	NOUN
fis-5120	325	2	of	of	ADP
fis-5120	325	3	ecofriendly	ecofriendly	ADV
fis-5120	325	4	concrete	concrete	ADJ
fis-5120	325	5	compressive	compressive	ADJ
fis-5120	325	6	strength	strength	NOUN
fis-5120	325	7	using	use	VERB
fis-5120	325	8	gradient	gradient	NOUN
fis-5120	325	9	boosting	boost	VERB
fis-5120	325	10	regression	regression	NOUN
fis-5120	325	11	tree	tree	NOUN
fis-5120	325	12	combined	combine	VERB
fis-5120	325	13	with	with	ADP
fis-5120	325	14	gridsearchcv	gridsearchcv	NOUN
fis-5120	325	15	hyperparameter	hyperparameter	NOUN
fis-5120	325	16	-	-	PUNCT
fis-5120	325	17	optimization	optimization	NOUN
fis-5120	325	18	techniques	technique	NOUN
fis-5120	325	19	,	,	PUNCT
fis-5120	325	20	materials	material	NOUN
fis-5120	325	21	(	(	PUNCT
fis-5120	325	22	basel	basel	PROPN
fis-5120	325	23	)	)	PUNCT
fis-5120	325	24	,	,	PUNCT
fis-5120	325	25	15(21	15(21	NUM
fis-5120	325	26	)	)	PUNCT
fis-5120	325	27	,	,	PUNCT
fis-5120	325	28	doi	doi	NOUN
fis-5120	325	29	:	:	PUNCT
fis-5120	325	30	10.3390	10.3390	NUM
fis-5120	325	31	/	/	SYM
fis-5120	325	32	ma15217432	ma15217432	NOUN
fis-5120	325	33	.	.	PUNCT
fis-5120	326	1	[	[	X
fis-5120	326	2	2	2	NUM
fis-5120	326	3	]	]	PUNCT
fis-5120	326	4	hooshmandi	hooshmandi	VERB
fis-5120	326	5	,	,	PUNCT
fis-5120	326	6	s.	s.	PROPN
fis-5120	326	7	,	,	PUNCT
fis-5120	326	8	kioumarsi	kioumarsi	PROPN
fis-5120	326	9	,	,	PUNCT
fis-5120	326	10	b.	b.	PROPN
fis-5120	326	11	,	,	PUNCT
fis-5120	326	12	kioumarsi	kioumarsi	PROPN
fis-5120	326	13	,	,	PUNCT
fis-5120	326	14	m.	m.	NOUN
fis-5120	326	15	,	,	PUNCT
fis-5120	326	16	hajmohammadian	hajmohammadian	ADJ
fis-5120	326	17	baghban	baghban	NOUN
fis-5120	326	18	,	,	PUNCT
fis-5120	326	19	m.	m.	NOUN
fis-5120	326	20	(	(	PUNCT
fis-5120	326	21	2017).application	2017).application	NUM
fis-5120	326	22	of	of	ADP
fis-5120	326	23	response	response	NOUN
fis-5120	326	24	surface	surface	NOUN
fis-5120	326	25	method	method	NOUN
fis-5120	326	26	(	(	PUNCT
fis-5120	326	27	rsm	rsm	PROPN
fis-5120	326	28	)	)	PUNCT
fis-5120	326	29	on	on	ADP
fis-5120	326	30	sensitivity	sensitivity	NOUN
fis-5120	326	31	analysis	analysis	NOUN
fis-5120	326	32	of	of	ADP
fis-5120	326	33	reinforced	reinforce	VERB
fis-5120	326	34	concrete	concrete	ADJ
fis-5120	326	35	bridge	bridge	NOUN
fis-5120	326	36	pier	pier	NOUN
fis-5120	326	37	wall	wall	NOUN
fis-5120	326	38	.	.	PUNCT
fis-5120	327	1	proceedings	proceeding	NOUN
fis-5120	327	2	of	of	ADP
fis-5120	327	3	the	the	DET
fis-5120	327	4	xxiii	xxiii	PROPN
fis-5120	327	5	nordic	nordic	PROPN
fis-5120	327	6	concrete	concrete	ADJ
fis-5120	327	7	research	research	NOUN
fis-5120	327	8	symposium	symposium	NOUN
fis-5120	327	9	,	,	PUNCT
fis-5120	327	10	pp	pp	ADJ
fis-5120	327	11	.	.	PUNCT
fis-5120	328	1	1–4	1–4	NUM
fis-5120	328	2	.	.	PUNCT
fis-5120	329	1	[	[	X
fis-5120	329	2	3	3	X
fis-5120	329	3	]	]	PUNCT
fis-5120	329	4	tarighat	tarighat	NOUN
fis-5120	329	5	,	,	PUNCT
fis-5120	329	6	a.	a.	NOUN
fis-5120	329	7	(	(	PUNCT
fis-5120	329	8	2012	2012	NUM
fis-5120	329	9	)	)	PUNCT
fis-5120	329	10	.	.	PUNCT
fis-5120	330	1	fuzzy	fuzzy	ADJ
fis-5120	330	2	inference	inference	NOUN
fis-5120	330	3	system	system	NOUN
fis-5120	330	4	as	as	ADP
fis-5120	330	5	a	a	DET
fis-5120	330	6	tool	tool	NOUN
fis-5120	330	7	for	for	ADP
fis-5120	330	8	management	management	NOUN
fis-5120	330	9	of	of	ADP
fis-5120	330	10	concrete	concrete	ADJ
fis-5120	330	11	bridges	bridge	NOUN
fis-5120	330	12	,	,	PUNCT
fis-5120	330	13	fuzzy	fuzzy	ADJ
fis-5120	330	14	inference	inference	NOUN
fis-5120	330	15	syst	syst	PROPN
fis-5120	330	16	.	.	PUNCT
fis-5120	330	17	theory	theory	NOUN
fis-5120	330	18	appl	appl	PROPN
fis-5120	330	19	.	.	PROPN
fis-5120	330	20	,	,	PUNCT
fis-5120	330	21	doi	doi	PROPN
fis-5120	330	22	:	:	PUNCT
fis-5120	330	23	10.5772/35751	10.5772/35751	NUM
fis-5120	330	24	.	.	PUNCT
fis-5120	331	1	[	[	X
fis-5120	331	2	4	4	NUM
fis-5120	331	3	]	]	X
fis-5120	331	4	das	das	PROPN
fis-5120	331	5	,	,	PUNCT
fis-5120	331	6	s.	s.	PROPN
fis-5120	331	7	,	,	PUNCT
fis-5120	331	8	dutta	dutta	PROPN
fis-5120	331	9	,	,	PUNCT
fis-5120	331	10	s.	s.	PROPN
fis-5120	331	11	,	,	PUNCT
fis-5120	331	12	adak	adak	PROPN
fis-5120	331	13	,	,	PUNCT
fis-5120	331	14	d.	d.	PROPN
fis-5120	331	15	,	,	PUNCT
fis-5120	331	16	majumdar	majumdar	PROPN
fis-5120	331	17	,	,	PUNCT
fis-5120	331	18	s.	s.	PROPN
fis-5120	331	19	(	(	PUNCT
fis-5120	331	20	2021	2021	NUM
fis-5120	331	21	)	)	PUNCT
fis-5120	331	22	.	.	PUNCT
fis-5120	332	1	on	on	ADP
fis-5120	332	2	the	the	DET
fis-5120	332	3	crack	crack	NOUN
fis-5120	332	4	characterization	characterization	NOUN
fis-5120	332	5	of	of	ADP
fis-5120	332	6	reinforced	reinforce	VERB
fis-5120	332	7	concrete	concrete	ADJ
fis-5120	332	8	structures	structure	NOUN
fis-5120	332	9	:	:	PUNCT
fis-5120	332	10	experimental	experimental	ADJ
fis-5120	332	11	and	and	CCONJ
fis-5120	332	12	data	data	NOUN
fis-5120	332	13	-	-	PUNCT
fis-5120	332	14	driven	drive	VERB
fis-5120	332	15	numerical	numerical	ADJ
fis-5120	332	16	study	study	NOUN
fis-5120	332	17	,	,	PUNCT
fis-5120	332	18	structures	structure	NOUN
fis-5120	332	19	,	,	PUNCT
fis-5120	332	20	30	30	NUM
fis-5120	332	21	,	,	PUNCT
fis-5120	332	22	pp	pp	ADJ
fis-5120	332	23	.	.	PUNCT
fis-5120	333	1	134–145	134–145	NUM
fis-5120	333	2	,	,	PUNCT
fis-5120	333	3	doi	doi	NOUN
fis-5120	333	4	:	:	PUNCT
fis-5120	333	5	10.1016	10.1016	NUM
fis-5120	333	6	/	/	SYM
fis-5120	333	7	j.istruc.2020.12.069	j.istruc.2020.12.069	PROPN
fis-5120	333	8	.	.	PUNCT
fis-5120	334	1	[	[	X
fis-5120	334	2	5	5	NUM
fis-5120	334	3	]	]	SYM
fis-5120	334	4	zhang	zhang	PROPN
fis-5120	334	5	,	,	PUNCT
fis-5120	334	6	j.k	j.k	PROPN
fis-5120	334	7	.	.	PROPN
fis-5120	334	8	,	,	PUNCT
fis-5120	334	9	yan	yan	PROPN
fis-5120	334	10	,	,	PUNCT
fis-5120	334	11	w.	w.	PROPN
fis-5120	334	12	,	,	PUNCT
fis-5120	334	13	cui	cui	PROPN
fis-5120	334	14	,	,	PUNCT
fis-5120	334	15	d.m	d.m	PROPN
fis-5120	334	16	.	.	PUNCT
fis-5120	334	17	(	(	PUNCT
fis-5120	334	18	2016	2016	NUM
fis-5120	334	19	)	)	PUNCT
fis-5120	334	20	.	.	PUNCT
fis-5120	334	21	concrete	concrete	ADJ
fis-5120	334	22	condition	condition	NOUN
fis-5120	334	23	assessment	assessment	NOUN
fis-5120	334	24	using	use	VERB
fis-5120	334	25	impact	impact	NOUN
fis-5120	334	26	-	-	PUNCT
fis-5120	334	27	echo	echo	NOUN
fis-5120	334	28	method	method	NOUN
fis-5120	334	29	and	and	CCONJ
fis-5120	334	30	extreme	extreme	ADJ
fis-5120	334	31	learning	learning	NOUN
fis-5120	334	32	machines	machine	NOUN
fis-5120	334	33	,	,	PUNCT
fis-5120	334	34	sensors	sensor	NOUN
fis-5120	334	35	(	(	PUNCT
fis-5120	334	36	switzerland	switzerland	PROPN
fis-5120	334	37	)	)	PUNCT
fis-5120	334	38	,	,	PUNCT
fis-5120	334	39	16(4	16(4	NUM
fis-5120	334	40	)	)	PUNCT
fis-5120	334	41	,	,	PUNCT
fis-5120	334	42	pp	pp	PROPN
fis-5120	334	43	.	.	PUNCT
fis-5120	335	1	1–17	1–17	NOUN
fis-5120	335	2	,	,	PUNCT
fis-5120	335	3	doi	doi	NOUN
fis-5120	335	4	:	:	PUNCT
fis-5120	335	5	10.3390	10.3390	NUM
fis-5120	335	6	/	/	SYM
fis-5120	335	7	s16040447	s16040447	NOUN
fis-5120	335	8	.	.	PUNCT
fis-5120	336	1	[	[	X
fis-5120	336	2	6	6	NUM
fis-5120	336	3	]	]	PUNCT
fis-5120	336	4	szeptyński	szeptyński	NOUN
fis-5120	336	5	,	,	PUNCT
fis-5120	336	6	p.	p.	NOUN
fis-5120	336	7	,	,	PUNCT
fis-5120	336	8	mikulski	mikulski	PROPN
fis-5120	336	9	,	,	PUNCT
fis-5120	336	10	l.	l.	PROPN
fis-5120	336	11	(	(	PUNCT
fis-5120	336	12	2023	2023	NUM
fis-5120	336	13	)	)	PUNCT
fis-5120	336	14	.	.	PUNCT
fis-5120	337	1	preliminary	preliminary	ADJ
fis-5120	337	2	optimization	optimization	NOUN
fis-5120	337	3	technique	technique	NOUN
fis-5120	337	4	in	in	ADP
fis-5120	337	5	the	the	DET
fis-5120	337	6	design	design	NOUN
fis-5120	337	7	of	of	ADP
fis-5120	337	8	steel	steel	NOUN
fis-5120	337	9	girders	girder	NOUN
fis-5120	337	10	according	accord	VERB
fis-5120	337	11	to	to	PART
fis-5120	337	12	eurocode	eurocode	VERB
fis-5120	337	13	3	3	NUM
fis-5120	337	14	,	,	PUNCT
fis-5120	337	15	arch	arch	NOUN
fis-5120	337	16	.	.	PUNCT
fis-5120	338	1	civ	civ	NOUN
fis-5120	338	2	.	.	PUNCT
fis-5120	339	1	eng	eng	PROPN
fis-5120	339	2	.	.	PROPN
fis-5120	339	3	,	,	PUNCT
fis-5120	339	4	69(1	69(1	NUM
fis-5120	339	5	)	)	PUNCT
fis-5120	339	6	,	,	PUNCT
fis-5120	339	7	pp	pp	ADJ
fis-5120	339	8	.	.	PUNCT
fis-5120	340	1	71–89	71–89	NUM
fis-5120	340	2	,	,	PUNCT
fis-5120	340	3	doi	doi	NOUN
fis-5120	340	4	:	:	PUNCT
fis-5120	340	5	10.24425	10.24425	NUM
fis-5120	340	6	/	/	SYM
fis-5120	340	7	ace.2023.144160	ace.2023.144160	NOUN
fis-5120	340	8	.	.	PUNCT
fis-5120	341	1	[	[	X
fis-5120	341	2	7	7	NUM
fis-5120	341	3	]	]	SYM
fis-5120	341	4	li	li	PROPN
fis-5120	341	5	,	,	PUNCT
fis-5120	341	6	y.	y.	PROPN
fis-5120	341	7	,	,	PUNCT
fis-5120	341	8	zhang	zhang	PROPN
fis-5120	341	9	,	,	PUNCT
fis-5120	341	10	h.	h.	PROPN
fis-5120	341	11	,	,	PUNCT
fis-5120	341	12	wu	wu	PROPN
fis-5120	341	13	,	,	PUNCT
fis-5120	341	14	x.	x.	NOUN
fis-5120	341	15	,	,	PUNCT
fis-5120	341	16	and	and	CCONJ
fis-5120	341	17	sun	sun	NOUN
fis-5120	341	18	,	,	PUNCT
fis-5120	341	19	l.	l.	PROPN
fis-5120	341	20	(	(	PUNCT
fis-5120	341	21	2024	2024	NUM
fis-5120	341	22	)	)	PUNCT
fis-5120	341	23	.	.	PUNCT
fis-5120	342	1	topology	topology	NOUN
fis-5120	342	2	optimization	optimization	NOUN
fis-5120	342	3	methods	method	NOUN
fis-5120	342	4	for	for	ADP
fis-5120	342	5	geostructure	geostructure	NOUN
fis-5120	342	6	design	design	NOUN
fis-5120	342	7	:	:	PUNCT
fis-5120	342	8	application	application	NOUN
fis-5120	342	9	in	in	ADP
fis-5120	342	10	soil	soil	NOUN
fis-5120	342	11	and	and	CCONJ
fis-5120	342	12	rock	rock	NOUN
fis-5120	342	13	structures	structure	NOUN
fis-5120	342	14	,	,	PUNCT
fis-5120	342	15	j.	j.	PROPN
fis-5120	342	16	geotech	geotech	PROPN
fis-5120	342	17	.	.	PUNCT
fis-5120	343	1	eng	eng	PROPN
fis-5120	343	2	.	.	PROPN
fis-5120	343	3	,	,	PUNCT
fis-5120	343	4	150(6	150(6	NUM
fis-5120	343	5	)	)	PUNCT
fis-5120	343	6	,	,	PUNCT
fis-5120	343	7	pp	pp	PROPN
fis-5120	343	8	.	.	PUNCT
fis-5120	344	1	1234–1250	1234–1250	NUM
fis-5120	344	2	,	,	PUNCT
fis-5120	344	3	doi	doi	NOUN
fis-5120	344	4	:	:	PUNCT
fis-5120	344	5	10.1061/(asce)gt.1943	10.1061/(asce)gt.1943	NUM
fis-5120	344	6	-	-	SYM
fis-5120	344	7	5606.0002504	5606.0002504	NUM
fis-5120	344	8	.	.	PUNCT
fis-5120	345	1	[	[	X
fis-5120	345	2	8	8	NUM
fis-5120	345	3	]	]	X
fis-5120	345	4	garcía	garcía	ADJ
fis-5120	345	5	-	-	PUNCT
fis-5120	345	6	macías	macías	NOUN
fis-5120	345	7	,	,	PUNCT
fis-5120	345	8	e.	e.	PROPN
fis-5120	345	9	,	,	PUNCT
fis-5120	345	10	ubertini	ubertini	PROPN
fis-5120	345	11	,	,	PUNCT
fis-5120	345	12	f.	f.	PROPN
fis-5120	345	13	(	(	PUNCT
fis-5120	345	14	2022	2022	NUM
fis-5120	345	15	)	)	PUNCT
fis-5120	345	16	.	.	PUNCT
fis-5120	346	1	real	real	ADJ
fis-5120	346	2	-	-	PUNCT
fis-5120	346	3	time	time	NOUN
fis-5120	346	4	bayesian	bayesian	NOUN
fis-5120	346	5	damage	damage	NOUN
fis-5120	346	6	identification	identification	NOUN
fis-5120	346	7	enabled	enable	VERB
fis-5120	346	8	by	by	ADP
fis-5120	346	9	sparse	sparse	ADJ
fis-5120	346	10	pce	pce	NOUN
fis-5120	346	11	-	-	PUNCT
fis-5120	346	12	kriging	krige	VERB
fis-5120	346	13	metamodelling	metamodelling	NOUN
fis-5120	346	14	for	for	ADP
fis-5120	346	15	continuous	continuous	ADJ
fis-5120	346	16	shm	shm	NOUN
fis-5120	346	17	of	of	ADP
fis-5120	346	18	large	large	ADJ
fis-5120	346	19	-	-	PUNCT
fis-5120	346	20	scale	scale	NOUN
fis-5120	346	21	civil	civil	ADJ
fis-5120	346	22	engineering	engineering	NOUN
fis-5120	346	23	structures	structure	NOUN
fis-5120	346	24	,	,	PUNCT
fis-5120	346	25	j.	j.	PROPN
fis-5120	346	26	build	build	PROPN
fis-5120	346	27	.	.	PUNCT
fis-5120	347	1	eng	eng	PROPN
fis-5120	347	2	.	.	PROPN
fis-5120	347	3	,	,	PUNCT
fis-5120	347	4	59	59	NUM
fis-5120	347	5	,	,	PUNCT
fis-5120	347	6	doi	doi	NOUN
fis-5120	347	7	:	:	PUNCT
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fis-5120	347	9	/	/	SYM
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fis-5120	347	11	.	.	PUNCT
fis-5120	348	1	[	[	X
fis-5120	348	2	9	9	NUM
fis-5120	348	3	]	]	SYM
fis-5120	348	4	molaabasi	molaabasi	NOUN
fis-5120	348	5	,	,	PUNCT
fis-5120	348	6	h.	h.	PROPN
fis-5120	348	7	,	,	PUNCT
fis-5120	348	8	hajitaheriha	hajitaheriha	PROPN
fis-5120	348	9	,	,	PUNCT
fis-5120	348	10	m.m	m.m	PROPN
fis-5120	348	11	.	.	PROPN
fis-5120	348	12	,	,	PUNCT
fis-5120	348	13	salahi	salahi	PROPN
fis-5120	348	14	,	,	PUNCT
fis-5120	348	15	m.	m.	NOUN
fis-5120	348	16	,	,	PUNCT
fis-5120	348	17	li	li	PROPN
fis-5120	348	18	,	,	PUNCT
fis-5120	348	19	j.	j.	PROPN
fis-5120	348	20	(	(	PUNCT
fis-5120	348	21	2024	2024	NUM
fis-5120	348	22	)	)	PUNCT
fis-5120	348	23	.	.	PUNCT
fis-5120	349	1	evaluation	evaluation	NOUN
fis-5120	349	2	of	of	ADP
fis-5120	349	3	uncertainty	uncertainty	NOUN
fis-5120	349	4	in	in	ADP
fis-5120	349	5	shear	shear	NOUN
fis-5120	349	6	-	-	PUNCT
fis-5120	349	7	wave	wave	NOUN
fis-5120	349	8	velocity	velocity	NOUN
fis-5120	349	9	based	base	VERB
fis-5120	349	10	on	on	ADP
fis-5120	349	11	cpt	cpt	PROPN
fis-5120	349	12	records	record	NOUN
fis-5120	349	13	using	use	VERB
fis-5120	349	14	the	the	DET
fis-5120	349	15	robust	robust	ADJ
fis-5120	349	16	optimization	optimization	NOUN
fis-5120	349	17	method	method	NOUN
fis-5120	349	18	,	,	PUNCT
fis-5120	349	19	pp	pp	PROPN
fis-5120	349	20	.	.	PUNCT
fis-5120	350	1	1–23	1–23	PROPN
fis-5120	350	2	,	,	PUNCT
fis-5120	350	3	doi	doi	NOUN
fis-5120	350	4	:	:	PUNCT
fis-5120	350	5	10.22059	10.22059	NUM
fis-5120	350	6	/	/	SYM
fis-5120	350	7	ceij.2024.366170.1969	ceij.2024.366170.1969	NOUN
fis-5120	350	8	.	.	PUNCT
fis-5120	351	1	[	[	X
fis-5120	351	2	10	10	NUM
fis-5120	351	3	]	]	PUNCT
fis-5120	351	4	rashidi	rashidi	NOUN
fis-5120	351	5	nasab	nasab	VERB
fis-5120	351	6	,	,	PUNCT
fis-5120	351	7	a.	a.	NOUN
fis-5120	351	8	,	,	PUNCT
fis-5120	351	9	elzarka	elzarka	PROPN
fis-5120	351	10	,	,	PUNCT
fis-5120	351	11	h.	h.	PROPN
fis-5120	351	12	(	(	PUNCT
fis-5120	351	13	2023	2023	NUM
fis-5120	351	14	)	)	PUNCT
fis-5120	351	15	.	.	PUNCT
fis-5120	352	1	optimizing	optimize	VERB
fis-5120	352	2	machine	machine	NOUN
fis-5120	352	3	learning	learn	VERB
fis-5120	352	4	algorithms	algorithm	NOUN
fis-5120	352	5	for	for	ADP
fis-5120	352	6	improving	improve	VERB
fis-5120	352	7	prediction	prediction	NOUN
fis-5120	352	8	of	of	ADP
fis-5120	352	9	bridge	bridge	NOUN
fis-5120	352	10	deck	deck	NOUN
fis-5120	352	11	deterioration	deterioration	NOUN
fis-5120	352	12	:	:	PUNCT
fis-5120	352	13	a	a	DET
fis-5120	352	14	case	case	NOUN
fis-5120	352	15	study	study	NOUN
fis-5120	352	16	of	of	ADP
fis-5120	352	17	ohio	ohio	PROPN
fis-5120	352	18	bridges	bridge	NOUN
fis-5120	352	19	,	,	PUNCT
fis-5120	352	20	buildings	building	NOUN
fis-5120	352	21	,	,	PUNCT
fis-5120	352	22	13(6	13(6	PROPN
fis-5120	352	23	)	)	PUNCT
fis-5120	352	24	,	,	PUNCT
fis-5120	352	25	doi	doi	NOUN
fis-5120	352	26	:	:	PUNCT
fis-5120	352	27	10.3390	10.3390	NUM
fis-5120	352	28	/	/	SYM
fis-5120	352	29	buildings13061517	buildings13061517	PROPN
fis-5120	352	30	.	.	PUNCT
fis-5120	353	1	[	[	X
fis-5120	353	2	11	11	NUM
fis-5120	353	3	]	]	SYM
fis-5120	353	4	champiri	champiri	NOUN
fis-5120	353	5	,	,	PUNCT
fis-5120	353	6	m.d	m.d	PROPN
fis-5120	353	7	.	.	PROPN
fis-5120	353	8	,	,	PUNCT
fis-5120	353	9	hossein	hossein	PROPN
fis-5120	353	10	mousavizadegan	mousavizadegan	PROPN
fis-5120	353	11	,	,	PUNCT
fis-5120	353	12	s.	s.	PROPN
fis-5120	353	13	,	,	PUNCT
fis-5120	353	14	moodi	moodi	NOUN
fis-5120	353	15	,	,	PUNCT
fis-5120	353	16	f.	f.	PROPN
fis-5120	353	17	(	(	PUNCT
fis-5120	353	18	2012	2012	NUM
fis-5120	353	19	)	)	PUNCT
fis-5120	353	20	.	.	PUNCT
fis-5120	354	1	a	a	DET
fis-5120	354	2	decision	decision	NOUN
fis-5120	354	3	support	support	NOUN
fis-5120	354	4	system	system	NOUN
fis-5120	354	5	for	for	ADP
fis-5120	354	6	diagnosis	diagnosis	NOUN
fis-5120	354	7	of	of	ADP
fis-5120	354	8	distress	distress	NOUN
fis-5120	354	9	cause	cause	NOUN
fis-5120	354	10	and	and	CCONJ
fis-5120	354	11	repair	repair	NOUN
fis-5120	354	12	in	in	ADP
fis-5120	354	13	marine	marine	ADJ
fis-5120	354	14	concrete	concrete	ADJ
fis-5120	354	15	structures	structure	NOUN
fis-5120	354	16	,	,	PUNCT
fis-5120	354	17	comput	comput	NOUN
fis-5120	354	18	.	.	PUNCT
fis-5120	355	1	concr	concr	PROPN
fis-5120	355	2	.	.	PUNCT
fis-5120	355	3	,	,	PUNCT
fis-5120	355	4	9(2	9(2	NUM
fis-5120	355	5	)	)	PUNCT
fis-5120	355	6	,	,	PUNCT
fis-5120	355	7	pp	pp	ADP
fis-5120	355	8	.	.	PUNCT
fis-5120	356	1	99–118	99–118	NUM
fis-5120	356	2	,	,	PUNCT
fis-5120	356	3	doi	doi	NOUN
fis-5120	356	4	:	:	PUNCT
fis-5120	356	5	10.12989	10.12989	NUM
fis-5120	356	6	/	/	SYM
fis-5120	356	7	cac.2012.9.2.099	cac.2012.9.2.099	X
fis-5120	356	8	.	.	PUNCT
fis-5120	357	1	[	[	X
fis-5120	357	2	12	12	NUM
fis-5120	357	3	]	]	PUNCT
fis-5120	357	4	nair	nair	NOUN
fis-5120	357	5	,	,	PUNCT
fis-5120	357	6	a.	a.	PROPN
fis-5120	357	7	,	,	PUNCT
fis-5120	357	8	cai	cai	X
fis-5120	357	9	,	,	PUNCT
fis-5120	357	10	c.s	c.s	PROPN
fis-5120	357	11	.	.	PROPN
fis-5120	357	12	,	,	PUNCT
fis-5120	357	13	kong	kong	PROPN
fis-5120	357	14	,	,	PUNCT
fis-5120	357	15	x.	x.	NOUN
fis-5120	357	16	(	(	PUNCT
fis-5120	357	17	2020	2020	NUM
fis-5120	357	18	)	)	PUNCT
fis-5120	357	19	.	.	PUNCT
fis-5120	358	1	using	use	VERB
fis-5120	358	2	acoustic	acoustic	ADJ
fis-5120	358	3	emission	emission	NOUN
fis-5120	358	4	to	to	PART
fis-5120	358	5	monitor	monitor	VERB
fis-5120	358	6	failure	failure	NOUN
fis-5120	358	7	modes	mode	NOUN
fis-5120	358	8	in	in	ADP
fis-5120	358	9	cfrp	cfrp	NOUN
fis-5120	358	10	-	-	PUNCT
fis-5120	358	11	strengthened	strengthen	VERB
fis-5120	358	12	concrete	concrete	ADJ
fis-5120	358	13	structures	structure	NOUN
fis-5120	358	14	,	,	PUNCT
fis-5120	358	15	j.	j.	PROPN
fis-5120	358	16	aerosp	aerosp	PROPN
fis-5120	358	17	.	.	PUNCT
fis-5120	359	1	eng	eng	PROPN
fis-5120	359	2	.	.	PROPN
fis-5120	359	3	,	,	PUNCT
fis-5120	359	4	33(1	33(1	NUM
fis-5120	359	5	)	)	PUNCT
fis-5120	359	6	,	,	PUNCT
fis-5120	359	7	pp	pp	PROPN
fis-5120	359	8	.	.	PUNCT
fis-5120	359	9	04019110	04019110	NUM
fis-5120	359	10	,	,	PUNCT
fis-5120	359	11	doi	doi	NOUN
fis-5120	359	12	:	:	PUNCT
fis-5120	359	13	10.1061/(asce)as.1943	10.1061/(asce)as.1943	NUM
fis-5120	359	14	-	-	PUNCT
fis-5120	359	15	5525.0001106	5525.0001106	NOUN
fis-5120	359	16	.	.	PUNCT
fis-5120	360	1	[	[	X
fis-5120	360	2	13	13	NUM
fis-5120	360	3	]	]	PUNCT
fis-5120	360	4	taffese	taffese	PROPN
fis-5120	360	5	,	,	PUNCT
fis-5120	360	6	w.z	w.z	PROPN
fis-5120	360	7	.	.	PROPN
fis-5120	360	8	(	(	PUNCT
fis-5120	360	9	2020	2020	NUM
fis-5120	360	10	)	)	PUNCT
fis-5120	360	11	.	.	PUNCT
fis-5120	361	1	data	data	NOUN
fis-5120	361	2	-	-	PUNCT
fis-5120	361	3	driven	drive	VERB
fis-5120	361	4	method	method	NOUN
fis-5120	361	5	for	for	ADP
fis-5120	361	6	enhanced	enhanced	ADJ
fis-5120	361	7	corrosion	corrosion	NOUN
fis-5120	361	8	assessment	assessment	NOUN
fis-5120	361	9	of	of	ADP
fis-5120	361	10	reinforced	reinforce	VERB
fis-5120	361	11	concrete	concrete	ADJ
fis-5120	361	12	structures	structure	NOUN
fis-5120	361	13	.	.	PUNCT
fis-5120	362	1	2020	2020	NUM
fis-5120	362	2	.	.	PUNCT
fis-5120	363	1	[	[	X
fis-5120	363	2	14	14	NUM
fis-5120	363	3	]	]	PUNCT
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fis-5120	363	5	,	,	PUNCT
fis-5120	363	6	m.	m.	NOUN
fis-5120	363	7	,	,	PUNCT
fis-5120	363	8	tezzele	tezzele	NOUN
fis-5120	363	9	,	,	PUNCT
fis-5120	363	10	m.	m.	NOUN
fis-5120	363	11	,	,	PUNCT
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fis-5120	363	13	,	,	PUNCT
fis-5120	363	14	s.	s.	PROPN
fis-5120	363	15	,	,	PUNCT
fis-5120	363	16	manzoni	manzoni	PROPN
fis-5120	363	17	,	,	PUNCT
fis-5120	363	18	a.	a.	NOUN
fis-5120	363	19	,	,	PUNCT
fis-5120	363	20	willcox	willcox	PROPN
fis-5120	363	21	,	,	PUNCT
fis-5120	363	22	k.e	k.e	PROPN
fis-5120	363	23	.	.	PROPN
fis-5120	363	24	(	(	PUNCT
fis-5120	363	25	2024	2024	NUM
fis-5120	363	26	)	)	PUNCT
fis-5120	363	27	.	.	PUNCT
fis-5120	364	1	a	a	DET
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fis-5120	364	3	twin	twin	ADJ
fis-5120	364	4	framework	framework	NOUN
fis-5120	364	5	for	for	ADP
fis-5120	364	6	civil	civil	ADJ
fis-5120	364	7	engineering	engineering	NOUN
fis-5120	364	8	structures	structure	NOUN
fis-5120	364	9	,	,	PUNCT
fis-5120	364	10	comput	comput	NOUN
fis-5120	364	11	.	.	PUNCT
fis-5120	365	1	methods	method	NOUN
fis-5120	365	2	appl	appl	PROPN
fis-5120	365	3	.	.	PROPN
fis-5120	365	4	mech	mech	PROPN
fis-5120	365	5	.	.	PUNCT
fis-5120	366	1	eng	eng	PROPN
fis-5120	366	2	.	.	PROPN
fis-5120	366	3	,	,	PUNCT
fis-5120	366	4	418(pb	418(pb	NUM
fis-5120	366	5	)	)	PUNCT
fis-5120	366	6	,	,	PUNCT
fis-5120	366	7	pp	pp	ADJ
fis-5120	366	8	.	.	PUNCT
fis-5120	367	1	116584	116584	NUM
fis-5120	367	2	,	,	PUNCT
fis-5120	367	3	doi	doi	NOUN
fis-5120	367	4	:	:	PUNCT
fis-5120	367	5	10.1016	10.1016	NUM
fis-5120	367	6	/	/	SYM
fis-5120	367	7	j.cma.2023.116584	j.cma.2023.116584	NOUN
fis-5120	367	8	.	.	PUNCT
fis-5120	368	1	[	[	X
fis-5120	368	2	15	15	NUM
fis-5120	368	3	]	]	X
fis-5120	368	4	anjum	anjum	PROPN
fis-5120	368	5	,	,	PUNCT
fis-5120	368	6	a.	a.	NOUN
fis-5120	368	7	,	,	PUNCT
fis-5120	368	8	hrairi	hrairi	NOUN
fis-5120	368	9	,	,	PUNCT
fis-5120	368	10	m.	m.	NOUN
fis-5120	368	11	,	,	PUNCT
fis-5120	368	12	aabid	aabid	NOUN
fis-5120	368	13	,	,	PUNCT
fis-5120	368	14	a.	a.	NOUN
fis-5120	368	15	,	,	PUNCT
fis-5120	368	16	yatim	yatim	PROPN
fis-5120	368	17	,	,	PUNCT
fis-5120	368	18	n.	n.	PROPN
fis-5120	368	19	,	,	PUNCT
fis-5120	368	20	ali	ali	PROPN
fis-5120	368	21	,	,	PUNCT
fis-5120	368	22	m.	m.	NOUN
fis-5120	368	23	(	(	PUNCT
fis-5120	368	24	2024	2024	NUM
fis-5120	368	25	)	)	PUNCT
fis-5120	368	26	.	.	PUNCT
fis-5120	369	1	civil	civil	ADJ
fis-5120	369	2	structural	structural	ADJ
fis-5120	369	3	health	health	NOUN
fis-5120	369	4	monitoring	monitoring	NOUN
fis-5120	369	5	and	and	CCONJ
fis-5120	369	6	machine	machine	NOUN
fis-5120	369	7	learning	learning	NOUN
fis-5120	369	8	:	:	PUNCT
fis-5120	369	9	a	a	DET
fis-5120	369	10	comprehensive	comprehensive	ADJ
fis-5120	369	11	review	review	NOUN
fis-5120	369	12	,	,	PUNCT
fis-5120	369	13	frat	frat	NOUN
fis-5120	369	14	.	.	PUNCT
fis-5120	370	1	ed	ed	PROPN
fis-5120	370	2	integrità	integrità	PROPN
fis-5120	370	3	strutt	strutt	PROPN
fis-5120	370	4	.	.	PROPN
fis-5120	370	5	,	,	PUNCT
fis-5120	370	6	69	69	NUM
fis-5120	370	7	,	,	PUNCT
fis-5120	370	8	pp	pp	ADJ
fis-5120	370	9	.	.	PUNCT
fis-5120	371	1	43–59	43–59	NOUN
fis-5120	371	2	,	,	PUNCT
fis-5120	371	3	doi	doi	NOUN
fis-5120	371	4	:	:	PUNCT
fis-5120	371	5	10.3221	10.3221	NUM
fis-5120	371	6	/	/	SYM
fis-5120	371	7	igf	igf	NOUN
fis-5120	371	8	-	-	PUNCT
fis-5120	371	9	esis.69.04	esis.69.04	NOUN
fis-5120	371	10	.	.	PUNCT
fis-5120	372	1	[	[	X
fis-5120	372	2	16	16	NUM
fis-5120	372	3	]	]	X
fis-5120	372	4	babović	babović	PROPN
fis-5120	372	5	,	,	PUNCT
fis-5120	372	6	z.	z.	PROPN
fis-5120	372	7	,	,	PUNCT
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fis-5120	372	9	,	,	PUNCT
fis-5120	372	10	b.	b.	PROPN
fis-5120	372	11	,	,	PUNCT
fis-5120	372	12	đokić	đokić	NOUN
fis-5120	372	13	,	,	PUNCT
fis-5120	372	14	v.	v.	ADV
fis-5120	372	15	,	,	PUNCT
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fis-5120	372	17	,	,	PUNCT
fis-5120	372	18	f.	f.	PROPN
fis-5120	372	19	,	,	PUNCT
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fis-5120	372	21	,	,	PUNCT
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fis-5120	372	23	,	,	PUNCT
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fis-5120	372	25	,	,	PUNCT
fis-5120	372	26	n.	n.	NOUN
fis-5120	372	27	,	,	PUNCT
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fis-5120	372	29	,	,	PUNCT
fis-5120	372	30	b.	b.	PROPN
fis-5120	372	31	,	,	PUNCT
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fis-5120	372	33	,	,	PUNCT
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fis-5120	372	35	,	,	PUNCT
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fis-5120	372	37	,	,	PUNCT
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fis-5120	372	39	,	,	PUNCT
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fis-5120	372	41	,	,	PUNCT
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fis-5120	372	43	,	,	PUNCT
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fis-5120	372	45	,	,	PUNCT
fis-5120	372	46	a.	a.	NOUN
fis-5120	372	47	,	,	PUNCT
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fis-5120	372	49	,	,	PUNCT
fis-5120	372	50	b.	b.	PROPN
fis-5120	372	51	,	,	PUNCT
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fis-5120	372	53	,	,	PUNCT
fis-5120	372	54	a.	a.	PROPN
fis-5120	372	55	,	,	PUNCT
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fis-5120	372	57	,	,	PUNCT
fis-5120	372	58	g.	g.	PROPN
fis-5120	372	59	,	,	PUNCT
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fis-5120	372	61	,	,	PUNCT
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fis-5120	372	63	,	,	PUNCT
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fis-5120	372	65	,	,	PUNCT
fis-5120	372	66	m.	m.	NOUN
fis-5120	372	67	,	,	PUNCT
fis-5120	372	68	kovačević	kovačević	NOUN
fis-5120	372	69	,	,	PUNCT
fis-5120	372	70	m.	m.	NOUN
fis-5120	372	71	,	,	PUNCT
fis-5120	372	72	kuzmanović	kuzmanović	PROPN
fis-5120	372	73	,	,	PUNCT
fis-5120	372	74	v.	v.	ADV
fis-5120	372	75	,	,	PUNCT
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fis-5120	372	77	,	,	PUNCT
fis-5120	372	78	m.	m.	NOUN
fis-5120	372	79	,	,	PUNCT
fis-5120	372	80	marković	marković	NOUN
fis-5120	372	81	,	,	PUNCT
fis-5120	372	82	s.	s.	PROPN
fis-5120	372	83	,	,	PUNCT
fis-5120	372	84	mendelson	mendelson	PROPN
fis-5120	372	85	,	,	PUNCT
fis-5120	372	86	a.	a.	PROPN
fis-5120	372	87	,	,	PUNCT
fis-5120	372	88	milutinović	milutinović	PROPN
fis-5120	372	89	,	,	PUNCT
fis-5120	372	90	v.	v.	PROPN
fis-5120	372	91	,	,	PUNCT
fis-5120	372	92	nešković	nešković	NOUN
fis-5120	372	93	,	,	PUNCT
fis-5120	372	94	a.	a.	NOUN
fis-5120	372	95	,	,	PUNCT
fis-5120	372	96	nešković	nešković	NOUN
fis-5120	372	97	,	,	PUNCT
fis-5120	372	98	n.	n.	NOUN
fis-5120	372	99	,	,	PUNCT
fis-5120	372	100	mitić	mitić	NOUN
fis-5120	372	101	,	,	PUNCT
fis-5120	372	102	n.	n.	NOUN
fis-5120	372	103	,	,	PUNCT
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fis-5120	372	105	,	,	PUNCT
fis-5120	372	106	b.	b.	PROPN
fis-5120	372	107	,	,	PUNCT
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fis-5120	372	109	,	,	PUNCT
fis-5120	372	110	k.	k.	PROPN
fis-5120	372	111	,	,	PUNCT
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fis-5120	372	113	,	,	PUNCT
fis-5120	372	114	a.	a.	PROPN
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fis-5120	372	117	,	,	PUNCT
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fis-5120	372	119	,	,	PUNCT
fis-5120	372	120	stojadinović	stojadinović	PROPN
fis-5120	372	121	,	,	PUNCT
fis-5120	372	122	z.	z.	PROPN
fis-5120	372	123	,	,	PUNCT
fis-5120	372	124	ustyuzhanin	ustyuzhanin	PROPN
fis-5120	372	125	,	,	PUNCT
fis-5120	372	126	a.	a.	PROPN
fis-5120	372	127	,	,	PUNCT
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fis-5120	372	129	,	,	PUNCT
fis-5120	372	130	s.	s.	PROPN
fis-5120	372	131	(	(	PUNCT
fis-5120	372	132	2023	2023	NUM
fis-5120	372	133	)	)	PUNCT
fis-5120	372	134	.	.	PUNCT
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fis-5120	373	2	in	in	ADP
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fis-5120	373	4	simulations	simulation	NOUN
fis-5120	373	5	for	for	ADP
fis-5120	373	6	nature	nature	NOUN
fis-5120	373	7	-	-	PUNCT
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fis-5120	373	9	civil	civil	ADJ
fis-5120	373	10	-	-	PUNCT
fis-5120	373	11	engineering	engineering	NOUN
fis-5120	373	12	and	and	CCONJ
fis-5120	373	13	related	relate	VERB
fis-5120	373	14	scientific	scientific	ADJ
fis-5120	373	15	fields	field	NOUN
fis-5120	373	16	,	,	PUNCT
fis-5120	373	17	using	use	VERB
fis-5120	373	18	machine	machine	NOUN
fis-5120	373	19	learning	learning	NOUN
fis-5120	373	20	and	and	CCONJ
fis-5120	373	21	big	big	ADJ
fis-5120	373	22	data	datum	NOUN
fis-5120	373	23	:	:	PUNCT
fis-5120	373	24	an	an	DET
fis-5120	373	25	overview	overview	NOUN
fis-5120	373	26	of	of	ADP
fis-5120	373	27	open	open	ADJ
fis-5120	373	28	problems	problem	NOUN
fis-5120	373	29	,	,	PUNCT
fis-5120	373	30	j.	j.	PROPN
fis-5120	373	31	big	big	PROPN
fis-5120	373	32	data	data	PROPN
fis-5120	373	33	,	,	PUNCT
fis-5120	373	34	10(1	10(1	NUM
fis-5120	373	35	)	)	PUNCT
fis-5120	373	36	,	,	PUNCT
fis-5120	373	37	doi	doi	NOUN
fis-5120	373	38	:	:	PUNCT
fis-5120	373	39	10.1186	10.1186	NUM
fis-5120	373	40	/	/	SYM
fis-5120	373	41	s40537	s40537	PROPN
fis-5120	373	42	-	-	PUNCT
fis-5120	373	43	023	023	NUM
fis-5120	373	44	-	-	PUNCT
fis-5120	373	45	00731	00731	NUM
fis-5120	373	46	-	-	PUNCT
fis-5120	373	47	6	6	NUM
fis-5120	373	48	.	.	PUNCT
fis-5120	373	49	t	t	PROPN
fis-5120	373	50	a.	a.	PROPN
fis-5120	373	51	anjum	anjum	PROPN
fis-5120	373	52	et	et	PROPN
fis-5120	373	53	alii	alii	PROPN
fis-5120	373	54	,	,	PUNCT
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fis-5120	373	56	and	and	CCONJ
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fis-5120	373	59	,	,	PUNCT
fis-5120	373	60	71	71	NUM
fis-5120	373	61	(	(	PUNCT
fis-5120	373	62	2025	2025	NUM
fis-5120	373	63	)	)	PUNCT
fis-5120	373	64	164	164	NUM
fis-5120	373	65	-	-	SYM
fis-5120	373	66	181	181	NUM
fis-5120	373	67	;	;	PUNCT
fis-5120	373	68	doi	doi	NOUN
fis-5120	373	69	:	:	PUNCT
fis-5120	373	70	10.3221	10.3221	NUM
fis-5120	373	71	/	/	SYM
fis-5120	373	72	igf	igf	PROPN
fis-5120	373	73	-	-	PUNCT
fis-5120	373	74	esis.71.12	esis.71.12	PROPN
fis-5120	373	75	180	180	NUM
fis-5120	373	76	[	[	SYM
fis-5120	373	77	17	17	NUM
fis-5120	373	78	]	]	X
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fis-5120	373	80	,	,	PUNCT
fis-5120	373	81	j.a	j.a	PROPN
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fis-5120	373	83	,	,	PUNCT
fis-5120	373	84	mbadike	mbadike	INTJ
fis-5120	373	85	,	,	PUNCT
fis-5120	373	86	e.m	e.m	PROPN
fis-5120	373	87	.	.	PROPN
fis-5120	373	88	,	,	PUNCT
fis-5120	373	89	alaneme	alaneme	PROPN
fis-5120	373	90	,	,	PUNCT
fis-5120	373	91	g.u	g.u	PROPN
fis-5120	373	92	.	.	PROPN
fis-5120	373	93	(	(	PUNCT
fis-5120	373	94	2022	2022	NUM
fis-5120	373	95	)	)	PUNCT
fis-5120	373	96	.	.	PUNCT
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fis-5120	374	12	network	network	NOUN
fis-5120	374	13	,	,	PUNCT
fis-5120	374	14	asian	asian	PROPN
fis-5120	374	15	j.	j.	PROPN
fis-5120	374	16	civ	civ	PROPN
fis-5120	374	17	.	.	PUNCT
fis-5120	375	1	eng	eng	PROPN
fis-5120	375	2	.	.	PROPN
fis-5120	375	3	,	,	PUNCT
fis-5120	375	4	23(7	23(7	NUM
fis-5120	375	5	)	)	PUNCT
fis-5120	375	6	,	,	PUNCT
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fis-5120	375	8	.	.	PUNCT
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fis-5120	376	2	,	,	PUNCT
fis-5120	376	3	doi	doi	NOUN
fis-5120	376	4	:	:	PUNCT
fis-5120	376	5	10.1007	10.1007	NUM
fis-5120	376	6	/	/	SYM
fis-5120	376	7	s42107	s42107	PROPN
fis-5120	376	8	-	-	PUNCT
fis-5120	376	9	022	022	NUM
fis-5120	376	10	-	-	PUNCT
fis-5120	376	11	00474	00474	NUM
fis-5120	376	12	-	-	PUNCT
fis-5120	376	13	4	4	NUM
fis-5120	376	14	.	.	PUNCT
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fis-5120	377	3	]	]	X
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fis-5120	377	5	,	,	PUNCT
fis-5120	377	6	t.	t.	PROPN
fis-5120	377	7	,	,	PUNCT
fis-5120	377	8	guharay	guharay	PROPN
fis-5120	377	9	,	,	PUNCT
fis-5120	377	10	a.	a.	NOUN
fis-5120	377	11	,	,	PUNCT
fis-5120	377	12	bardhan	bardhan	ADV
fis-5120	377	13	,	,	PUNCT
fis-5120	377	14	a.	a.	NOUN
fis-5120	377	15	,	,	PUNCT
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fis-5120	377	17	,	,	PUNCT
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fis-5120	377	19	,	,	PUNCT
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fis-5120	377	21	,	,	PUNCT
fis-5120	377	22	s.	s.	PROPN
fis-5120	377	23	,	,	PUNCT
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fis-5120	377	25	,	,	PUNCT
fis-5120	377	26	d.j	d.j	PROPN
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fis-5120	377	28	(	(	PUNCT
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fis-5120	377	30	)	)	PUNCT
fis-5120	377	31	.	.	PUNCT
fis-5120	378	1	reliability	reliability	NOUN
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fis-5120	378	3	prediction	prediction	NOUN
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fis-5120	378	5	embedment	embedment	ADJ
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fis-5120	380	5	)	)	PUNCT
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fis-5120	380	8	.	.	PUNCT
fis-5120	381	1	12853–12871	12853–12871	NUM
fis-5120	381	2	,	,	PUNCT
fis-5120	381	3	doi	doi	NOUN
fis-5120	381	4	:	:	PUNCT
fis-5120	381	5	10.1007	10.1007	NUM
fis-5120	381	6	/	/	SYM
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fis-5120	381	8	-	-	PUNCT
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fis-5120	381	10	-	-	PUNCT
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fis-5120	381	12	-	-	PUNCT
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fis-5120	382	3	]	]	SYM
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fis-5120	382	5	,	,	PUNCT
fis-5120	382	6	t.g	t.g	PROPN
fis-5120	382	7	.	.	PROPN
fis-5120	382	8	,	,	PUNCT
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fis-5120	382	10	,	,	PUNCT
fis-5120	382	11	a.a	a.a	PROPN
fis-5120	382	12	.	.	PROPN
fis-5120	382	13	,	,	PUNCT
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fis-5120	382	15	,	,	PUNCT
fis-5120	382	16	m.s	m.s	PROPN
fis-5120	382	17	.	.	PROPN
fis-5120	382	18	(	(	PUNCT
fis-5120	382	19	2024	2024	NUM
fis-5120	382	20	)	)	PUNCT
fis-5120	382	21	.	.	PUNCT
fis-5120	383	1	a	a	DET
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fis-5120	383	3	framework	framework	NOUN
fis-5120	383	4	for	for	ADP
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fis-5120	383	6	environmentally	environmentally	ADV
fis-5120	383	7	sustainable	sustainable	ADJ
fis-5120	383	8	and	and	CCONJ
fis-5120	383	9	costeffective	costeffective	ADJ
fis-5120	383	10	ultra	ultra	ADJ
fis-5120	383	11	-	-	ADJ
fis-5120	383	12	high	high	ADJ
fis-5120	383	13	-	-	PUNCT
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fis-5120	383	15	concrete	concrete	NOUN
fis-5120	383	16	(	(	PUNCT
fis-5120	383	17	uhpc	uhpc	NOUN
fis-5120	383	18	)	)	PUNCT
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fis-5120	383	21	machine	machine	NOUN
fis-5120	383	22	learning	learning	NOUN
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fis-5120	383	25	-	-	ADJ
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fis-5120	383	29	,	,	PUNCT
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fis-5120	383	31	.	.	PUNCT
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fis-5120	385	4	416	416	NUM
fis-5120	385	5	,	,	PUNCT
fis-5120	385	6	pp	pp	ADJ
fis-5120	385	7	.	.	PUNCT
fis-5120	385	8	135114	135114	NUM
fis-5120	385	9	,	,	PUNCT
fis-5120	385	10	doi	doi	NOUN
fis-5120	385	11	:	:	PUNCT
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fis-5120	385	13	/	/	SYM
fis-5120	385	14	j.conbuildmat.2024.135114	j.conbuildmat.2024.135114	NOUN
fis-5120	385	15	.	.	PUNCT
fis-5120	386	1	[	[	X
fis-5120	386	2	20	20	NUM
fis-5120	386	3	]	]	X
fis-5120	386	4	kaveh	kaveh	PROPN
fis-5120	386	5	,	,	PUNCT
fis-5120	386	6	a.	a.	PROPN
fis-5120	386	7	,	,	PUNCT
fis-5120	386	8	zaerreza	zaerreza	PROPN
fis-5120	386	9	,	,	PUNCT
fis-5120	386	10	a.	a.	NOUN
fis-5120	386	11	(	(	PUNCT
fis-5120	386	12	2022	2022	NUM
fis-5120	386	13	)	)	PUNCT
fis-5120	386	14	.	.	PUNCT
fis-5120	387	1	enhanced	enhance	VERB
fis-5120	387	2	rao	rao	NOUN
fis-5120	387	3	algorithms	algorithm	NOUN
fis-5120	387	4	for	for	ADP
fis-5120	387	5	optimization	optimization	NOUN
fis-5120	387	6	of	of	ADP
fis-5120	387	7	the	the	DET
fis-5120	387	8	structures	structure	NOUN
fis-5120	387	9	considering	consider	VERB
fis-5120	387	10	the	the	DET
fis-5120	387	11	deterministic	deterministic	ADJ
fis-5120	387	12	and	and	CCONJ
fis-5120	387	13	probabilistic	probabilistic	ADJ
fis-5120	387	14	constraints	constraint	NOUN
fis-5120	387	15	,	,	PUNCT
fis-5120	387	16	period	period	NOUN
fis-5120	387	17	.	.	PUNCT
fis-5120	388	1	polytech	polytech	PROPN
fis-5120	388	2	.	.	PUNCT
fis-5120	389	1	civ	civ	NOUN
fis-5120	389	2	.	.	PUNCT
fis-5120	390	1	eng	eng	PROPN
fis-5120	390	2	.	.	PROPN
fis-5120	390	3	,	,	PUNCT
fis-5120	390	4	66(3	66(3	NOUN
fis-5120	390	5	)	)	PUNCT
fis-5120	390	6	,	,	PUNCT
fis-5120	390	7	pp	pp	ADP
fis-5120	390	8	.	.	PUNCT
fis-5120	391	1	694–709	694–709	NUM
fis-5120	391	2	,	,	PUNCT
fis-5120	391	3	doi	doi	NOUN
fis-5120	391	4	:	:	PUNCT
fis-5120	391	5	10.3311	10.3311	NUM
fis-5120	391	6	/	/	SYM
fis-5120	391	7	ppci.20067	ppci.20067	NOUN
fis-5120	391	8	.	.	PUNCT
fis-5120	392	1	[	[	X
fis-5120	392	2	21	21	NUM
fis-5120	392	3	]	]	X
fis-5120	392	4	khajehzadeh	khajehzadeh	NOUN
fis-5120	392	5	,	,	PUNCT
fis-5120	392	6	m.	m.	NOUN
fis-5120	392	7	,	,	PUNCT
fis-5120	392	8	keawsawasvong	keawsawasvong	PROPN
fis-5120	392	9	,	,	PUNCT
fis-5120	392	10	s.	s.	PROPN
fis-5120	392	11	,	,	PUNCT
fis-5120	392	12	sarir	sarir	NOUN
fis-5120	392	13	,	,	PUNCT
fis-5120	392	14	p.	p.	NOUN
fis-5120	392	15	,	,	PUNCT
fis-5120	392	16	khailany	khailany	PROPN
fis-5120	392	17	,	,	PUNCT
fis-5120	392	18	d.k	d.k	PROPN
fis-5120	392	19	.	.	PROPN
fis-5120	392	20	(	(	PUNCT
fis-5120	392	21	2022	2022	NUM
fis-5120	392	22	)	)	PUNCT
fis-5120	392	23	.	.	PUNCT
fis-5120	393	1	seismic	seismic	ADJ
fis-5120	393	2	analysis	analysis	NOUN
fis-5120	393	3	of	of	ADP
fis-5120	393	4	earth	earth	NOUN
fis-5120	393	5	slope	slope	NOUN
fis-5120	393	6	using	use	VERB
fis-5120	393	7	a	a	DET
fis-5120	393	8	novel	novel	ADJ
fis-5120	393	9	sequential	sequential	ADJ
fis-5120	393	10	hybrid	hybrid	ADJ
fis-5120	393	11	optimization	optimization	NOUN
fis-5120	393	12	algorithm	algorithm	NOUN
fis-5120	393	13	,	,	PUNCT
fis-5120	393	14	period	period	NOUN
fis-5120	393	15	.	.	PUNCT
fis-5120	394	1	polytech	polytech	PROPN
fis-5120	394	2	.	.	PUNCT
fis-5120	395	1	civ	civ	NOUN
fis-5120	395	2	.	.	PUNCT
fis-5120	396	1	eng	eng	PROPN
fis-5120	396	2	.	.	PROPN
fis-5120	396	3	,	,	PUNCT
fis-5120	396	4	66(2	66(2	NUM
fis-5120	396	5	)	)	PUNCT
fis-5120	396	6	,	,	PUNCT
fis-5120	396	7	pp	pp	ADP
fis-5120	396	8	.	.	PUNCT
fis-5120	397	1	355–366	355–366	NUM
fis-5120	397	2	,	,	PUNCT
fis-5120	397	3	doi	doi	NOUN
fis-5120	397	4	:	:	PUNCT
fis-5120	397	5	10.3311	10.3311	NUM
fis-5120	397	6	/	/	SYM
fis-5120	397	7	ppci.19356	ppci.19356	NOUN
fis-5120	397	8	.	.	PUNCT
fis-5120	398	1	[	[	X
fis-5120	398	2	22	22	NUM
fis-5120	398	3	]	]	X
fis-5120	398	4	salimi	salimi	PROPN
fis-5120	398	5	,	,	PUNCT
fis-5120	398	6	p.	p.	NOUN
fis-5120	398	7	,	,	PUNCT
fis-5120	398	8	bondarabadi	bondarabadi	NOUN
fis-5120	398	9	,	,	PUNCT
fis-5120	398	10	h.r	h.r	PROPN
fis-5120	398	11	.	.	PROPN
fis-5120	398	12	,	,	PUNCT
fis-5120	398	13	kaveh	kaveh	PROPN
fis-5120	398	14	,	,	PUNCT
fis-5120	398	15	a.	a.	NOUN
fis-5120	398	16	(	(	PUNCT
fis-5120	398	17	2022	2022	NUM
fis-5120	398	18	)	)	PUNCT
fis-5120	398	19	.	.	PUNCT
fis-5120	399	1	optimal	optimal	ADJ
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fis-5120	399	3	of	of	ADP
fis-5120	399	4	reinforced	reinforce	VERB
fis-5120	399	5	concrete	concrete	ADJ
fis-5120	399	6	frame	frame	NOUN
fis-5120	399	7	structures	structure	NOUN
fis-5120	399	8	using	use	VERB
fis-5120	399	9	cascade	cascade	NOUN
fis-5120	399	10	optimization	optimization	NOUN
fis-5120	399	11	method	method	NOUN
fis-5120	399	12	,	,	PUNCT
fis-5120	399	13	period	period	NOUN
fis-5120	399	14	.	.	PUNCT
fis-5120	400	1	polytech	polytech	PROPN
fis-5120	400	2	.	.	PUNCT
fis-5120	401	1	civ	civ	NOUN
fis-5120	401	2	.	.	PUNCT
fis-5120	402	1	eng	eng	PROPN
fis-5120	402	2	.	.	PROPN
fis-5120	402	3	,	,	PUNCT
fis-5120	402	4	66(4	66(4	NUM
fis-5120	402	5	)	)	PUNCT
fis-5120	402	6	,	,	PUNCT
fis-5120	402	7	pp	pp	PROPN
fis-5120	402	8	.	.	PUNCT
fis-5120	403	1	1220–1233	1220–1233	NUM
fis-5120	403	2	,	,	PUNCT
fis-5120	403	3	doi	doi	NOUN
fis-5120	403	4	:	:	PUNCT
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fis-5120	403	6	/	/	SYM
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fis-5120	404	1	[	[	X
fis-5120	404	2	23	23	NUM
fis-5120	404	3	]	]	X
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fis-5120	404	5	,	,	PUNCT
fis-5120	404	6	x.	x.	PROPN
fis-5120	404	7	,	,	PUNCT
fis-5120	404	8	wu	wu	PROPN
fis-5120	404	9	,	,	PUNCT
fis-5120	404	10	j.	j.	PROPN
fis-5120	404	11	,	,	PUNCT
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fis-5120	404	13	,	,	PUNCT
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fis-5120	404	37	,	,	PUNCT
fis-5120	404	38	s.	s.	PROPN
fis-5120	404	39	(	(	PUNCT
fis-5120	404	40	2023	2023	NUM
fis-5120	404	41	)	)	PUNCT
fis-5120	404	42	.	.	PUNCT
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fis-5120	405	2	-	-	PUNCT
fis-5120	405	3	ilf	ilf	PROPN
fis-5120	405	4	-	-	PUNCT
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fis-5120	405	17	,	,	PUNCT
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fis-5120	405	20	struct	struct	NOUN
fis-5120	405	21	.	.	PUNCT
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fis-5120	406	2	.	.	PUNCT
fis-5120	407	1	eng	eng	PROPN
fis-5120	407	2	.	.	PROPN
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fis-5120	407	4	17(1	17(1	NUM
fis-5120	407	5	)	)	PUNCT
fis-5120	407	6	,	,	PUNCT
fis-5120	407	7	pp	pp	PROPN
fis-5120	407	8	.	.	PUNCT
fis-5120	408	1	25–36	25–36	NUM
fis-5120	408	2	,	,	PUNCT
fis-5120	408	3	doi	doi	NOUN
fis-5120	408	4	:	:	PUNCT
fis-5120	408	5	10.1007	10.1007	NUM
fis-5120	408	6	/	/	SYM
fis-5120	408	7	s11709	s11709	NOUN
fis-5120	408	8	-	-	PUNCT
fis-5120	408	9	022	022	NUM
fis-5120	408	10	-	-	PUNCT
fis-5120	408	11	0908	0908	NUM
fis-5120	408	12	-	-	PUNCT
fis-5120	408	13	z.	z.	PROPN
fis-5120	409	1	[	[	X
fis-5120	409	2	24	24	NUM
fis-5120	409	3	]	]	SYM
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fis-5120	409	5	,	,	PUNCT
fis-5120	409	6	p.	p.	PROPN
fis-5120	409	7	,	,	PUNCT
fis-5120	409	8	son	son	PROPN
fis-5120	409	9	,	,	PUNCT
fis-5120	409	10	h.	h.	PROPN
fis-5120	409	11	,	,	PUNCT
fis-5120	409	12	ngoc	ngoc	PROPN
fis-5120	409	13	,	,	PUNCT
fis-5120	409	14	l.	l.	PROPN
fis-5120	409	15	,	,	PUNCT
fis-5120	409	16	khoi	khoi	PROPN
fis-5120	409	17	,	,	PUNCT
fis-5120	409	18	q.	q.	PROPN
fis-5120	409	19	(	(	PUNCT
fis-5120	409	20	2023	2023	NUM
fis-5120	409	21	)	)	PUNCT
fis-5120	409	22	.	.	PUNCT
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fis-5120	410	2	in	in	ADP
fis-5120	410	3	construction	construction	NOUN
fis-5120	410	4	management	management	NOUN
fis-5120	410	5	using	use	VERB
fis-5120	410	6	adaptive	adaptive	ADJ
fis-5120	410	7	opposition	opposition	NOUN
fis-5120	410	8	slime	slime	NOUN
fis-5120	410	9	mould	mould	AUX
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fis-5120	410	11	.	.	PUNCT
fis-5120	411	1	[	[	X
fis-5120	411	2	25	25	NUM
fis-5120	411	3	]	]	X
fis-5120	411	4	khan	khan	PROPN
fis-5120	411	5	,	,	PUNCT
fis-5120	411	6	n.	n.	PROPN
fis-5120	411	7	,	,	PUNCT
fis-5120	411	8	zaidi	zaidi	PROPN
fis-5120	411	9	,	,	PUNCT
fis-5120	411	10	s.f.a	s.f.a	PROPN
fis-5120	411	11	.	.	PROPN
fis-5120	411	12	,	,	PUNCT
fis-5120	411	13	yang	yang	PROPN
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fis-5120	411	15	j.	j.	PROPN
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fis-5120	411	22	,	,	PUNCT
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fis-5120	411	25	2023	2023	NUM
fis-5120	411	26	)	)	PUNCT
fis-5120	411	27	.	.	PUNCT
fis-5120	412	1	construction	construction	NOUN
fis-5120	412	2	work	work	NOUN
fis-5120	412	3	-	-	PUNCT
fis-5120	412	4	stage	stage	NOUN
fis-5120	412	5	-	-	PUNCT
fis-5120	412	6	based	base	VERB
fis-5120	412	7	rule	rule	NOUN
fis-5120	412	8	compliance	compliance	NOUN
fis-5120	412	9	monitoring	monitoring	NOUN
fis-5120	412	10	framework	framework	NOUN
fis-5120	412	11	using	use	VERB
fis-5120	412	12	computer	computer	NOUN
fis-5120	412	13	vision	vision	NOUN
fis-5120	412	14	(	(	PUNCT
fis-5120	412	15	cv	cv	NOUN
fis-5120	412	16	)	)	PUNCT
fis-5120	412	17	technology	technology	NOUN
fis-5120	412	18	,	,	PUNCT
fis-5120	412	19	buildings	building	NOUN
fis-5120	412	20	,	,	PUNCT
fis-5120	412	21	13(8	13(8	NUM
fis-5120	412	22	)	)	PUNCT
fis-5120	412	23	,	,	PUNCT
fis-5120	412	24	doi	doi	NOUN
fis-5120	412	25	:	:	PUNCT
fis-5120	412	26	10.3390	10.3390	NUM
fis-5120	412	27	/	/	SYM
fis-5120	412	28	buildings13082093	buildings13082093	PROPN
fis-5120	412	29	.	.	PUNCT
fis-5120	413	1	[	[	X
fis-5120	413	2	26	26	NUM
fis-5120	413	3	]	]	X
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fis-5120	413	8	,	,	PUNCT
fis-5120	413	9	soulisa	soulisa	NOUN
fis-5120	413	10	,	,	PUNCT
fis-5120	413	11	f.v	f.v	PROPN
fis-5120	413	12	.	.	PROPN
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fis-5120	413	14	2023	2023	NUM
fis-5120	413	15	)	)	PUNCT
fis-5120	413	16	.	.	PUNCT
fis-5120	414	1	a	a	DET
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fis-5120	414	6	(	(	PUNCT
fis-5120	414	7	alo	alo	NOUN
fis-5120	414	8	)	)	PUNCT
fis-5120	414	9	algorithm	algorithm	NOUN
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fis-5120	414	11	construction	construction	NOUN
fis-5120	414	12	site	site	NOUN
fis-5120	414	13	layout	layout	PROPN
fis-5120	414	14	optimization	optimization	NOUN
fis-5120	414	15	,	,	PUNCT
fis-5120	414	16	j.	j.	PROPN
fis-5120	414	17	soft	soft	ADJ
fis-5120	414	18	comput	comput	NOUN
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fis-5120	415	1	civ	civ	NOUN
fis-5120	415	2	.	.	PUNCT
fis-5120	416	1	eng	eng	PROPN
fis-5120	416	2	.	.	PROPN
fis-5120	416	3	,	,	PUNCT
fis-5120	416	4	7(4	7(4	NUM
fis-5120	416	5	)	)	PUNCT
fis-5120	416	6	,	,	PUNCT
fis-5120	416	7	pp	pp	ADP
fis-5120	416	8	.	.	PUNCT
fis-5120	417	1	50–71	50–71	NUM
fis-5120	417	2	,	,	PUNCT
fis-5120	417	3	doi	doi	NOUN
fis-5120	417	4	:	:	PUNCT
fis-5120	417	5	10.22115	10.22115	NUM
fis-5120	417	6	/	/	SYM
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fis-5120	417	8	.	.	PUNCT
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fis-5120	418	2	27	27	NUM
fis-5120	418	3	]	]	PUNCT
fis-5120	418	4	aabid	aabid	NOUN
fis-5120	418	5	,	,	PUNCT
fis-5120	418	6	a.	a.	NOUN
fis-5120	418	7	,	,	PUNCT
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fis-5120	418	11	,	,	PUNCT
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fis-5120	418	14	j.s.m	j.s.m	PROPN
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fis-5120	418	16	(	(	PUNCT
fis-5120	418	17	2024	2024	NUM
fis-5120	418	18	)	)	PUNCT
fis-5120	418	19	.	.	PUNCT
fis-5120	419	1	optimization	optimization	NOUN
fis-5120	419	2	of	of	ADP
fis-5120	419	3	damage	damage	NOUN
fis-5120	419	4	repair	repair	NOUN
fis-5120	419	5	with	with	ADP
fis-5120	419	6	piezoelectric	piezoelectric	ADJ
fis-5120	419	7	actuators	actuator	NOUN
fis-5120	419	8	using	use	VERB
fis-5120	419	9	the	the	DET
fis-5120	419	10	taguchi	taguchi	PROPN
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fis-5120	419	12	,	,	PUNCT
fis-5120	419	13	frat	frat	NOUN
fis-5120	419	14	.	.	PUNCT
fis-5120	420	1	ed	ed	PROPN
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fis-5120	420	5	,	,	PUNCT
fis-5120	420	6	67	67	NUM
fis-5120	420	7	,	,	PUNCT
fis-5120	420	8	pp	pp	ADJ
fis-5120	420	9	.	.	PUNCT
fis-5120	421	1	137–152	137–152	NUM
fis-5120	421	2	,	,	PUNCT
fis-5120	421	3	doi	doi	NOUN
fis-5120	421	4	:	:	PUNCT
fis-5120	421	5	10.3221	10.3221	NUM
fis-5120	421	6	/	/	SYM
fis-5120	421	7	igf	igf	PROPN
fis-5120	421	8	-	-	NOUN
fis-5120	421	9	esis.67.10	esis.67.10	NOUN
fis-5120	421	10	.	.	PUNCT
fis-5120	422	1	[	[	X
fis-5120	422	2	28	28	NUM
fis-5120	422	3	]	]	X
fis-5120	422	4	lazić	lazić	PROPN
fis-5120	422	5	,	,	PUNCT
fis-5120	422	6	l.	l.	PROPN
fis-5120	422	7	(	(	PUNCT
fis-5120	422	8	2013	2013	NUM
fis-5120	422	9	)	)	PUNCT
fis-5120	422	10	.	.	PUNCT
fis-5120	423	1	use	use	NOUN
fis-5120	423	2	of	of	ADP
fis-5120	423	3	orthogonal	orthogonal	ADJ
fis-5120	423	4	arrays	array	NOUN
fis-5120	423	5	and	and	CCONJ
fis-5120	423	6	design	design	NOUN
fis-5120	423	7	of	of	ADP
fis-5120	423	8	experiments	experiment	NOUN
fis-5120	423	9	via	via	ADP
fis-5120	423	10	taguchi	taguchi	PROPN
fis-5120	423	11	methods	method	NOUN
fis-5120	423	12	in	in	ADP
fis-5120	423	13	software	software	NOUN
fis-5120	423	14	testing	testing	NOUN
fis-5120	423	15	,	,	PUNCT
fis-5120	423	16	recent	recent	ADJ
fis-5120	423	17	adv	adv	PROPN
fis-5120	423	18	.	.	PUNCT
fis-5120	423	19	appl	appl	PROPN
fis-5120	423	20	.	.	PUNCT
fis-5120	424	1	theor	theor	PROPN
fis-5120	424	2	.	.	PUNCT
fis-5120	424	3	math	math	PROPN
fis-5120	424	4	.	.	PUNCT
fis-5120	425	1	,	,	PUNCT
fis-5120	425	2	pp	pp	ADJ
fis-5120	425	3	.	.	PUNCT
fis-5120	426	1	256–267	256–267	NUM
fis-5120	426	2	.	.	PUNCT
fis-5120	427	1	[	[	X
fis-5120	427	2	29	29	NUM
fis-5120	427	3	]	]	X
fis-5120	427	4	cavaco	cavaco	PROPN
fis-5120	427	5	,	,	PUNCT
fis-5120	427	6	e.s	e.s	PROPN
fis-5120	427	7	.	.	PROPN
fis-5120	427	8	,	,	PUNCT
fis-5120	427	9	neves	neve	NOUN
fis-5120	427	10	,	,	PUNCT
fis-5120	427	11	l.a.c	l.a.c	NOUN
fis-5120	427	12	.	.	PUNCT
fis-5120	427	13	,	,	PUNCT
fis-5120	427	14	casas	casas	PROPN
fis-5120	427	15	,	,	PUNCT
fis-5120	427	16	j.r	j.r	PROPN
fis-5120	427	17	.	.	PROPN
fis-5120	427	18	(	(	PUNCT
fis-5120	427	19	2017	2017	NUM
fis-5120	427	20	)	)	PUNCT
fis-5120	427	21	.	.	PUNCT
fis-5120	428	1	reliability	reliability	NOUN
fis-5120	428	2	-	-	PUNCT
fis-5120	428	3	based	base	VERB
fis-5120	428	4	approach	approach	NOUN
fis-5120	428	5	to	to	ADP
fis-5120	428	6	the	the	DET
fis-5120	428	7	robustness	robustness	NOUN
fis-5120	428	8	of	of	ADP
fis-5120	428	9	corroded	corroded	ADJ
fis-5120	428	10	reinforced	reinforce	VERB
fis-5120	428	11	concrete	concrete	ADJ
fis-5120	428	12	structures	structure	NOUN
fis-5120	428	13	,	,	PUNCT
fis-5120	428	14	struct	struct	NOUN
fis-5120	428	15	.	.	PUNCT
fis-5120	429	1	concr	concr	PROPN
fis-5120	429	2	.	.	PUNCT
fis-5120	429	3	,	,	PUNCT
fis-5120	429	4	18(2	18(2	NUM
fis-5120	429	5	)	)	PUNCT
fis-5120	429	6	,	,	PUNCT
fis-5120	429	7	pp	pp	ADP
fis-5120	429	8	.	.	PUNCT
fis-5120	430	1	316–325	316–325	NUM
fis-5120	430	2	,	,	PUNCT
fis-5120	430	3	doi	doi	NOUN
fis-5120	430	4	:	:	PUNCT
fis-5120	430	5	10.1002	10.1002	NUM
fis-5120	430	6	/	/	SYM
fis-5120	430	7	suco.201600084	suco.201600084	PROPN
fis-5120	430	8	.	.	PUNCT
fis-5120	431	1	[	[	X
fis-5120	431	2	30	30	NUM
fis-5120	431	3	]	]	X
fis-5120	431	4	moradi	moradi	NOUN
fis-5120	431	5	,	,	PUNCT
fis-5120	431	6	s.	s.	PROPN
fis-5120	431	7	,	,	PUNCT
fis-5120	431	8	burton	burton	PROPN
fis-5120	431	9	,	,	PUNCT
fis-5120	431	10	h.	h.	PROPN
fis-5120	431	11	v.	v.	PROPN
fis-5120	431	12	(	(	PUNCT
fis-5120	431	13	2018	2018	NUM
fis-5120	431	14	)	)	PUNCT
fis-5120	431	15	.	.	PUNCT
fis-5120	432	1	response	response	NOUN
fis-5120	432	2	surface	surface	NOUN
fis-5120	432	3	analysis	analysis	NOUN
fis-5120	432	4	and	and	CCONJ
fis-5120	432	5	optimization	optimization	NOUN
fis-5120	432	6	of	of	ADP
fis-5120	432	7	controlled	control	VERB
fis-5120	432	8	rocking	rocking	NOUN
fis-5120	432	9	steel	steel	NOUN
fis-5120	432	10	braced	braced	NOUN
fis-5120	432	11	frames	frame	NOUN
fis-5120	432	12	,	,	PUNCT
fis-5120	432	13	bull	bull	NOUN
fis-5120	432	14	.	.	PUNCT
fis-5120	433	1	earthq	earthq	PROPN
fis-5120	433	2	.	.	PUNCT
fis-5120	434	1	eng	eng	PROPN
fis-5120	434	2	.	.	PROPN
fis-5120	434	3	,	,	PUNCT
fis-5120	434	4	16(10	16(10	PROPN
fis-5120	434	5	)	)	PUNCT
fis-5120	434	6	,	,	PUNCT
fis-5120	434	7	pp	pp	ADP
fis-5120	434	8	.	.	PUNCT
fis-5120	435	1	4861–4892	4861–4892	NUM
fis-5120	435	2	,	,	PUNCT
fis-5120	435	3	doi	doi	NOUN
fis-5120	435	4	:	:	PUNCT
fis-5120	435	5	10.1007	10.1007	NUM
fis-5120	435	6	/	/	SYM
fis-5120	435	7	s10518	s10518	NOUN
fis-5120	435	8	-	-	PUNCT
fis-5120	435	9	018	018	NUM
fis-5120	435	10	-	-	PUNCT
fis-5120	435	11	0373	0373	NUM
fis-5120	435	12	-	-	SYM
fis-5120	435	13	1	1	NUM
fis-5120	435	14	.	.	PUNCT
fis-5120	436	1	[	[	X
fis-5120	436	2	31	31	NUM
fis-5120	436	3	]	]	X
fis-5120	436	4	abdulridha	abdulridha	PROPN
fis-5120	436	5	,	,	PUNCT
fis-5120	436	6	m.a	m.a	PROPN
fis-5120	436	7	.	.	PROPN
fis-5120	436	8	,	,	PUNCT
fis-5120	436	9	banyhussan	banyhussan	PROPN
fis-5120	436	10	,	,	PUNCT
fis-5120	436	11	q.s	q.s	PROPN
fis-5120	436	12	.	.	PROPN
fis-5120	436	13	(	(	PUNCT
fis-5120	436	14	2021	2021	NUM
fis-5120	436	15	)	)	PUNCT
fis-5120	436	16	.	.	PUNCT
fis-5120	437	1	effect	effect	NOUN
fis-5120	437	2	polypropylene	polypropylene	NOUN
fis-5120	437	3	of	of	ADP
fis-5120	437	4	fiber	fiber	NOUN
fis-5120	437	5	on	on	ADP
fis-5120	437	6	drying	dry	VERB
fis-5120	437	7	shrinkage	shrinkage	NOUN
fis-5120	437	8	cracking	cracking	NOUN
fis-5120	437	9	of	of	ADP
fis-5120	437	10	concrete	concrete	ADJ
fis-5120	437	11	pavement	pavement	NOUN
fis-5120	437	12	using	use	VERB
fis-5120	437	13	response	response	NOUN
fis-5120	437	14	surface	surface	NOUN
fis-5120	437	15	methodology	methodology	NOUN
fis-5120	437	16	,	,	PUNCT
fis-5120	437	17	j.	j.	PROPN
fis-5120	437	18	eng	eng	PROPN
fis-5120	437	19	.	.	PROPN
fis-5120	438	1	sustain	sustain	VERB
fis-5120	438	2	.	.	PUNCT
fis-5120	439	1	dev	dev	PROPN
fis-5120	439	2	.	.	PROPN
fis-5120	439	3	,	,	PUNCT
fis-5120	439	4	25(03	25(03	NOUN
fis-5120	439	5	)	)	PUNCT
fis-5120	439	6	,	,	PUNCT
fis-5120	439	7	pp	pp	ADP
fis-5120	439	8	.	.	PUNCT
fis-5120	440	1	10–21	10–21	NUM
fis-5120	440	2	.	.	PUNCT
fis-5120	441	1	[	[	X
fis-5120	441	2	32	32	NUM
fis-5120	441	3	]	]	SYM
fis-5120	441	4	mei	mei	PROPN
fis-5120	441	5	,	,	PUNCT
fis-5120	441	6	l.	l.	PROPN
fis-5120	441	7	,	,	PUNCT
fis-5120	441	8	wang	wang	PROPN
fis-5120	441	9	,	,	PUNCT
fis-5120	441	10	q.	q.	PROPN
fis-5120	441	11	(	(	PUNCT
fis-5120	441	12	2021	2021	NUM
fis-5120	441	13	)	)	PUNCT
fis-5120	441	14	.	.	PUNCT
fis-5120	442	1	structural	structural	ADJ
fis-5120	442	2	optimization	optimization	NOUN
fis-5120	442	3	in	in	ADP
fis-5120	442	4	civil	civil	ADJ
fis-5120	442	5	engineering	engineering	NOUN
fis-5120	442	6	:	:	PUNCT
fis-5120	442	7	a	a	DET
fis-5120	442	8	literature	literature	PROPN
fis-5120	442	9	review	review	NOUN
fis-5120	442	10	,	,	PUNCT
fis-5120	442	11	buildings	building	NOUN
fis-5120	442	12	,	,	PUNCT
fis-5120	442	13	11(2	11(2	NOUN
fis-5120	442	14	)	)	PUNCT
fis-5120	442	15	,	,	PUNCT
fis-5120	442	16	pp	pp	PROPN
fis-5120	442	17	.	.	PUNCT
fis-5120	443	1	1–28	1–28	NOUN
fis-5120	443	2	,	,	PUNCT
fis-5120	443	3	doi	doi	NOUN
fis-5120	443	4	:	:	PUNCT
fis-5120	443	5	10.3390	10.3390	NUM
fis-5120	443	6	/	/	SYM
fis-5120	443	7	buildings11020066	buildings11020066	PROPN
fis-5120	443	8	.	.	PUNCT
fis-5120	444	1	[	[	X
fis-5120	444	2	33	33	NUM
fis-5120	444	3	]	]	SYM
fis-5120	444	4	gajzler	gajzler	NOUN
fis-5120	444	5	,	,	PUNCT
fis-5120	444	6	m.	m.	NOUN
fis-5120	444	7	(	(	PUNCT
fis-5120	444	8	2013	2013	NUM
fis-5120	444	9	)	)	PUNCT
fis-5120	444	10	.	.	PUNCT
fis-5120	445	1	the	the	DET
fis-5120	445	2	idea	idea	NOUN
fis-5120	445	3	of	of	ADP
fis-5120	445	4	knowledge	knowledge	NOUN
fis-5120	445	5	supplementation	supplementation	NOUN
fis-5120	445	6	and	and	CCONJ
fis-5120	445	7	explanation	explanation	NOUN
fis-5120	445	8	using	use	VERB
fis-5120	445	9	neural	neural	ADJ
fis-5120	445	10	networks	network	NOUN
fis-5120	445	11	to	to	PART
fis-5120	445	12	support	support	VERB
fis-5120	445	13	decisions	decision	NOUN
fis-5120	445	14	in	in	ADP
fis-5120	445	15	construction	construction	NOUN
fis-5120	445	16	engineering	engineering	NOUN
fis-5120	445	17	,	,	PUNCT
fis-5120	445	18	procedia	procedia	PROPN
fis-5120	445	19	eng	eng	PROPN
fis-5120	445	20	.	.	PROPN
fis-5120	445	21	,	,	PUNCT
fis-5120	445	22	57	57	NUM
fis-5120	445	23	,	,	PUNCT
fis-5120	445	24	pp	pp	ADJ
fis-5120	445	25	.	.	PUNCT
fis-5120	446	1	302–309	302–309	NUM
fis-5120	446	2	,	,	PUNCT
fis-5120	446	3	doi	doi	NOUN
fis-5120	446	4	:	:	PUNCT
fis-5120	446	5	10.1016	10.1016	NUM
fis-5120	446	6	/	/	SYM
fis-5120	446	7	j.proeng.2013.04.041	j.proeng.2013.04.041	PROPN
fis-5120	446	8	.	.	PUNCT
fis-5120	447	1	[	[	X
fis-5120	447	2	34	34	NUM
fis-5120	447	3	]	]	SYM
fis-5120	447	4	bilgehan	bilgehan	NOUN
fis-5120	447	5	,	,	PUNCT
fis-5120	447	6	m.	m.	NOUN
fis-5120	447	7	(	(	PUNCT
fis-5120	447	8	2011	2011	NUM
fis-5120	447	9	)	)	PUNCT
fis-5120	447	10	.	.	PUNCT
fis-5120	448	1	a	a	DET
fis-5120	448	2	comparative	comparative	ADJ
fis-5120	448	3	study	study	NOUN
fis-5120	448	4	for	for	ADP
fis-5120	448	5	the	the	DET
fis-5120	448	6	concrete	concrete	ADJ
fis-5120	448	7	compressive	compressive	ADJ
fis-5120	448	8	strength	strength	NOUN
fis-5120	448	9	estimation	estimation	NOUN
fis-5120	448	10	using	use	VERB
fis-5120	448	11	neural	neural	ADJ
fis-5120	448	12	network	network	NOUN
fis-5120	448	13	and	and	CCONJ
fis-5120	448	14	neuro	neuro	NOUN
fis-5120	448	15	-	-	PUNCT
fis-5120	448	16	fuzzy	fuzzy	ADJ
fis-5120	448	17	modelling	modelling	NOUN
fis-5120	448	18	approaches	approach	NOUN
fis-5120	448	19	,	,	PUNCT
fis-5120	448	20	nondestruct	nondestruct	NOUN
fis-5120	448	21	.	.	PUNCT
fis-5120	449	1	test	test	NOUN
fis-5120	449	2	.	.	PUNCT
fis-5120	450	1	eval	eval	PROPN
fis-5120	450	2	.	.	PUNCT
fis-5120	450	3	,	,	PUNCT
fis-5120	450	4	26(1	26(1	NUM
fis-5120	450	5	)	)	PUNCT
fis-5120	450	6	,	,	PUNCT
fis-5120	450	7	pp	pp	ADP
fis-5120	450	8	.	.	PUNCT
fis-5120	451	1	35–55	35–55	NUM
fis-5120	451	2	,	,	PUNCT
fis-5120	451	3	doi	doi	NOUN
fis-5120	451	4	:	:	PUNCT
fis-5120	451	5	10.1080/10589751003770100	10.1080/10589751003770100	NUM
fis-5120	451	6	.	.	PUNCT
fis-5120	452	1	[	[	X
fis-5120	452	2	35	35	NUM
fis-5120	452	3	]	]	PUNCT
fis-5120	452	4	tarighat	tarighat	NOUN
fis-5120	452	5	,	,	PUNCT
fis-5120	452	6	a.	a.	NOUN
fis-5120	452	7	(	(	PUNCT
fis-5120	452	8	2012).fuzzy	2012).fuzzy	NUM
fis-5120	452	9	inference	inference	NOUN
fis-5120	452	10	system	system	NOUN
fis-5120	452	11	as	as	ADP
fis-5120	452	12	a	a	DET
fis-5120	452	13	tool	tool	NOUN
fis-5120	452	14	for	for	ADP
fis-5120	452	15	management	management	NOUN
fis-5120	452	16	of	of	ADP
fis-5120	452	17	concrete	concrete	ADJ
fis-5120	452	18	bridges	bridge	NOUN
fis-5120	452	19	.	.	PUNCT
fis-5120	453	1	fuzzy	fuzzy	ADJ
fis-5120	453	2	inference	inference	NOUN
fis-5120	453	3	system	system	NOUN
fis-5120	453	4	theory	theory	NOUN
fis-5120	453	5	and	and	CCONJ
fis-5120	453	6	applications	application	NOUN
fis-5120	453	7	,	,	PUNCT
fis-5120	453	8	pp	pp	ADP
fis-5120	453	9	.	.	PUNCT
fis-5120	454	1	445–470	445–470	NUM
fis-5120	454	2	.	.	PUNCT
fis-5120	455	1	[	[	X
fis-5120	455	2	36	36	NUM
fis-5120	455	3	]	]	X
fis-5120	455	4	senniappan	senniappan	NOUN
fis-5120	455	5	,	,	PUNCT
fis-5120	455	6	v.	v.	PROPN
fis-5120	455	7	,	,	PUNCT
fis-5120	455	8	subramanian	subramanian	PROPN
fis-5120	455	9	,	,	PUNCT
fis-5120	455	10	j.	j.	PROPN
fis-5120	455	11	,	,	PUNCT
fis-5120	455	12	papageorgiou	papageorgiou	PROPN
fis-5120	455	13	,	,	PUNCT
fis-5120	455	14	e.i	e.i	PROPN
fis-5120	455	15	.	.	PROPN
fis-5120	455	16	,	,	PUNCT
fis-5120	455	17	mohan	mohan	PROPN
fis-5120	455	18	,	,	PUNCT
fis-5120	455	19	s.	s.	PROPN
fis-5120	455	20	(	(	PUNCT
fis-5120	455	21	2017	2017	NUM
fis-5120	455	22	)	)	PUNCT
fis-5120	455	23	.	.	PUNCT
fis-5120	456	1	application	application	NOUN
fis-5120	456	2	of	of	ADP
fis-5120	456	3	fuzzy	fuzzy	ADJ
fis-5120	456	4	cognitive	cognitive	ADJ
fis-5120	456	5	maps	map	NOUN
fis-5120	456	6	for	for	ADP
fis-5120	456	7	crack	crack	VERB
fis-5120	456	8	categorization	categorization	NOUN
fis-5120	456	9	in	in	ADP
fis-5120	456	10	columns	column	NOUN
fis-5120	456	11	of	of	ADP
fis-5120	456	12	reinforced	reinforce	VERB
fis-5120	456	13	concrete	concrete	ADJ
fis-5120	456	14	structures	structure	NOUN
fis-5120	456	15	,	,	PUNCT
fis-5120	456	16	neural	neural	ADJ
fis-5120	456	17	comput	comput	NOUN
fis-5120	456	18	.	.	PUNCT
fis-5120	457	1	appl	appl	PROPN
fis-5120	457	2	.	.	PROPN
fis-5120	457	3	,	,	PUNCT
fis-5120	457	4	28	28	NUM
fis-5120	457	5	,	,	PUNCT
fis-5120	457	6	pp	pp	ADJ
fis-5120	457	7	.	.	PUNCT
fis-5120	458	1	107–117	107–117	NUM
fis-5120	458	2	,	,	PUNCT
fis-5120	458	3	doi	doi	NOUN
fis-5120	458	4	:	:	PUNCT
fis-5120	458	5	10.1007	10.1007	NUM
fis-5120	458	6	/	/	SYM
fis-5120	458	7	s00521	s00521	NOUN
fis-5120	458	8	-	-	PUNCT
fis-5120	458	9	016	016	NUM
fis-5120	458	10	-	-	PUNCT
fis-5120	458	11	2313	2313	NUM
fis-5120	458	12	-	-	SYM
fis-5120	458	13	9	9	NUM
fis-5120	458	14	.	.	PUNCT
fis-5120	459	1	[	[	X
fis-5120	459	2	37	37	NUM
fis-5120	459	3	]	]	SYM
fis-5120	459	4	malami	malami	NOUN
fis-5120	459	5	,	,	PUNCT
fis-5120	459	6	s.i	s.i	PROPN
fis-5120	459	7	.	.	PROPN
fis-5120	459	8	,	,	PUNCT
fis-5120	459	9	anwar	anwar	PROPN
fis-5120	459	10	,	,	PUNCT
fis-5120	459	11	f.h	f.h	PROPN
fis-5120	459	12	.	.	PROPN
fis-5120	459	13	,	,	PUNCT
fis-5120	459	14	abdulrahman	abdulrahman	PROPN
fis-5120	459	15	,	,	PUNCT
fis-5120	459	16	s.	s.	PROPN
fis-5120	459	17	,	,	PUNCT
fis-5120	459	18	haruna	haruna	PROPN
fis-5120	459	19	,	,	PUNCT
fis-5120	459	20	s.i	s.i	PROPN
fis-5120	459	21	.	.	PROPN
fis-5120	459	22	,	,	PUNCT
fis-5120	459	23	ali	ali	PROPN
fis-5120	459	24	,	,	PUNCT
fis-5120	459	25	s.i.a	s.i.a	NOUN
fis-5120	459	26	.	.	PROPN
fis-5120	459	27	,	,	PUNCT
fis-5120	459	28	abba	abba	PROPN
fis-5120	459	29	,	,	PUNCT
fis-5120	459	30	s.i	s.i	PROPN
fis-5120	459	31	.	.	PROPN
fis-5120	459	32	(	(	PUNCT
fis-5120	459	33	2021	2021	NUM
fis-5120	459	34	)	)	PUNCT
fis-5120	459	35	.	.	PUNCT
fis-5120	460	1	implementation	implementation	NOUN
fis-5120	460	2	of	of	ADP
fis-5120	460	3	hybrid	hybrid	ADJ
fis-5120	460	4	neurofuzzy	neurofuzzy	ADJ
fis-5120	460	5	and	and	CCONJ
fis-5120	460	6	self	self	NOUN
fis-5120	460	7	-	-	PUNCT
fis-5120	460	8	turning	turn	VERB
fis-5120	460	9	predictive	predictive	ADJ
fis-5120	460	10	model	model	NOUN
fis-5120	460	11	for	for	ADP
fis-5120	460	12	the	the	DET
fis-5120	460	13	prediction	prediction	NOUN
fis-5120	460	14	of	of	ADP
fis-5120	460	15	concrete	concrete	ADJ
fis-5120	460	16	carbonation	carbonation	NOUN
fis-5120	460	17	depth	depth	NOUN
fis-5120	460	18	:	:	PUNCT
fis-5120	460	19	a	a	DET
fis-5120	460	20	soft	soft	ADJ
fis-5120	460	21	computing	computing	NOUN
fis-5120	460	22	technique	technique	NOUN
fis-5120	460	23	,	,	PUNCT
fis-5120	460	24	results	result	VERB
fis-5120	460	25	eng	eng	PROPN
fis-5120	460	26	.	.	PROPN
fis-5120	460	27	,	,	PUNCT
fis-5120	460	28	10(april	10(april	NUM
fis-5120	460	29	)	)	PUNCT
fis-5120	460	30	,	,	PUNCT
fis-5120	460	31	pp	pp	ADP
fis-5120	460	32	.	.	PUNCT
fis-5120	461	1	100228	100228	NUM
fis-5120	461	2	,	,	PUNCT
fis-5120	461	3	doi	doi	NOUN
fis-5120	461	4	:	:	PUNCT
fis-5120	461	5	10.1016	10.1016	NUM
fis-5120	461	6	/	/	SYM
fis-5120	461	7	j.rineng.2021.100228	j.rineng.2021.100228	PROPN
fis-5120	461	8	.	.	PUNCT
fis-5120	462	1	[	[	X
fis-5120	462	2	38	38	NUM
fis-5120	462	3	]	]	PUNCT
fis-5120	462	4	khademi	khademi	PROPN
fis-5120	462	5	,	,	PUNCT
fis-5120	462	6	f.	f.	PROPN
fis-5120	462	7	,	,	PUNCT
fis-5120	462	8	akbari	akbari	PROPN
fis-5120	462	9	,	,	PUNCT
fis-5120	462	10	m.	m.	NOUN
fis-5120	462	11	,	,	PUNCT
fis-5120	462	12	nikoo	nikoo	NOUN
fis-5120	462	13	,	,	PUNCT
fis-5120	462	14	m.	m.	NOUN
fis-5120	462	15	(	(	PUNCT
fis-5120	462	16	2017	2017	NUM
fis-5120	462	17	)	)	PUNCT
fis-5120	462	18	.	.	PUNCT
fis-5120	463	1	displacement	displacement	ADJ
fis-5120	463	2	determination	determination	NOUN
fis-5120	463	3	of	of	ADP
fis-5120	463	4	concrete	concrete	ADJ
fis-5120	463	5	reinforcement	reinforcement	NOUN
fis-5120	463	6	building	building	NOUN
fis-5120	463	7	using	use	VERB
fis-5120	463	8	datadriven	datadriven	ADJ
fis-5120	463	9	models	model	NOUN
fis-5120	463	10	,	,	PUNCT
fis-5120	463	11	int	int	NOUN
fis-5120	463	12	.	.	PUNCT
fis-5120	464	1	j.	j.	PROPN
fis-5120	464	2	sustain	sustain	PROPN
fis-5120	464	3	.	.	PUNCT
fis-5120	465	1	built	build	VERB
fis-5120	465	2	environ	environ	PROPN
fis-5120	465	3	.	.	PROPN
fis-5120	465	4	,	,	PUNCT
fis-5120	465	5	6(2	6(2	NUM
fis-5120	465	6	)	)	PUNCT
fis-5120	465	7	,	,	PUNCT
fis-5120	465	8	pp	pp	ADP
fis-5120	465	9	.	.	PUNCT
fis-5120	466	1	400–411	400–411	NUM
fis-5120	466	2	,	,	PUNCT
fis-5120	466	3	doi	doi	NOUN
fis-5120	466	4	:	:	PUNCT
fis-5120	466	5	10.1016	10.1016	NUM
fis-5120	466	6	/	/	SYM
fis-5120	466	7	j.ijsbe.2017.07.002	j.ijsbe.2017.07.002	PROPN
fis-5120	466	8	.	.	PUNCT
fis-5120	467	1	[	[	X
fis-5120	467	2	39	39	NUM
fis-5120	467	3	]	]	X
fis-5120	467	4	chan	chan	PROPN
fis-5120	467	5	,	,	PUNCT
fis-5120	467	6	b.	b.	PROPN
fis-5120	467	7	,	,	PUNCT
fis-5120	467	8	guan	guan	PROPN
fis-5120	467	9	,	,	PUNCT
fis-5120	467	10	h.	h.	PROPN
fis-5120	467	11	,	,	PUNCT
fis-5120	467	12	hou	hou	PROPN
fis-5120	467	13	,	,	PUNCT
fis-5120	467	14	l.	l.	PROPN
fis-5120	467	15	,	,	PUNCT
fis-5120	467	16	jo	jo	PROPN
fis-5120	467	17	,	,	PUNCT
fis-5120	467	18	j.	j.	PROPN
fis-5120	467	19	,	,	PUNCT
fis-5120	467	20	blumenstein	blumenstein	ADJ
fis-5120	467	21	,	,	PUNCT
fis-5120	467	22	m.	m.	NOUN
fis-5120	467	23	,	,	PUNCT
fis-5120	467	24	wang	wang	PROPN
fis-5120	467	25	,	,	PUNCT
fis-5120	467	26	j.	j.	PROPN
fis-5120	467	27	(	(	PUNCT
fis-5120	467	28	2016	2016	NUM
fis-5120	467	29	)	)	PUNCT
fis-5120	467	30	.	.	PUNCT
fis-5120	468	1	defining	define	VERB
fis-5120	468	2	a	a	DET
fis-5120	468	3	conceptual	conceptual	ADJ
fis-5120	468	4	framework	framework	NOUN
fis-5120	468	5	for	for	ADP
fis-5120	468	6	the	the	DET
fis-5120	468	7	integration	integration	NOUN
fis-5120	468	8	of	of	ADP
fis-5120	468	9	modelling	modelling	NOUN
fis-5120	468	10	and	and	CCONJ
fis-5120	468	11	advanced	advanced	ADJ
fis-5120	468	12	imaging	imaging	NOUN
fis-5120	468	13	for	for	ADP
fis-5120	468	14	improving	improve	VERB
fis-5120	468	15	the	the	DET
fis-5120	468	16	reliability	reliability	NOUN
fis-5120	468	17	and	and	CCONJ
fis-5120	468	18	efficiency	efficiency	NOUN
fis-5120	468	19	of	of	ADP
fis-5120	468	20	bridge	bridge	NOUN
fis-5120	468	21	assessments	assessment	NOUN
fis-5120	468	22	,	,	PUNCT
fis-5120	468	23	j.	j.	PROPN
fis-5120	468	24	civ	civ	PROPN
fis-5120	468	25	.	.	PROPN
fis-5120	468	26	struct	struct	NOUN
fis-5120	468	27	.	.	PUNCT
fis-5120	469	1	heal	heal	NOUN
fis-5120	469	2	.	.	PUNCT
fis-5120	470	1	monit	monit	PROPN
fis-5120	470	2	.	.	PROPN
fis-5120	470	3	,	,	PUNCT
fis-5120	470	4	6(4	6(4	NUM
fis-5120	470	5	)	)	PUNCT
fis-5120	470	6	,	,	PUNCT
fis-5120	470	7	pp	pp	ADP
fis-5120	470	8	.	.	PUNCT
fis-5120	471	1	703–714	703–714	NUM
fis-5120	471	2	,	,	PUNCT
fis-5120	471	3	doi	doi	NOUN
fis-5120	471	4	:	:	PUNCT
fis-5120	471	5	10.1007	10.1007	NUM
fis-5120	471	6	/	/	SYM
fis-5120	471	7	s13349	s13349	NOUN
fis-5120	471	8	-	-	PUNCT
fis-5120	471	9	016	016	NUM
fis-5120	471	10	-	-	PUNCT
fis-5120	471	11	0191	0191	NUM
fis-5120	471	12	-	-	PUNCT
fis-5120	471	13	6	6	NUM
fis-5120	471	14	.	.	PUNCT
fis-5120	472	1	[	[	X
fis-5120	472	2	40	40	NUM
fis-5120	472	3	]	]	PUNCT
fis-5120	472	4	luleci	luleci	PROPN
fis-5120	472	5	,	,	PUNCT
fis-5120	472	6	f.	f.	PROPN
fis-5120	472	7	,	,	PUNCT
fis-5120	472	8	catbas	catbas	PROPN
fis-5120	472	9	,	,	PUNCT
fis-5120	472	10	f.n	f.n	PROPN
fis-5120	472	11	.	.	PROPN
fis-5120	472	12	,	,	PUNCT
fis-5120	472	13	avci	avci	PROPN
fis-5120	472	14	,	,	PUNCT
fis-5120	472	15	o.	o.	NOUN
fis-5120	472	16	(	(	PUNCT
fis-5120	472	17	2022	2022	NUM
fis-5120	472	18	)	)	PUNCT
fis-5120	472	19	.	.	PUNCT
fis-5120	473	1	cyclegan	cyclegan	PROPN
fis-5120	473	2	for	for	ADP
fis-5120	473	3	undamaged	undamaged	ADJ
fis-5120	473	4	-	-	PUNCT
fis-5120	473	5	to	to	ADP
fis-5120	473	6	-	-	PUNCT
fis-5120	473	7	damaged	damage	VERB
fis-5120	473	8	domain	domain	NOUN
fis-5120	473	9	translation	translation	NOUN
fis-5120	473	10	for	for	ADP
fis-5120	473	11	structural	structural	ADJ
fis-5120	473	12	health	health	NOUN
fis-5120	473	13	monitoring	monitoring	NOUN
fis-5120	473	14	and	and	CCONJ
fis-5120	473	15	damage	damage	NOUN
fis-5120	473	16	detection	detection	NOUN
fis-5120	473	17	,	,	PUNCT
fis-5120	473	18	pp	pp	ADJ
fis-5120	473	19	.	.	PUNCT
fis-5120	474	1	1–27	1–27	NUM
fis-5120	474	2	.	.	PUNCT
fis-5120	475	1	[	[	X
fis-5120	475	2	41	41	NUM
fis-5120	475	3	]	]	X
fis-5120	475	4	sonebi	sonebi	NOUN
fis-5120	475	5	,	,	PUNCT
fis-5120	475	6	m.	m.	NOUN
fis-5120	475	7	,	,	PUNCT
fis-5120	475	8	cevik	cevik	NOUN
fis-5120	475	9	,	,	PUNCT
fis-5120	475	10	a.	a.	NOUN
fis-5120	475	11	,	,	PUNCT
fis-5120	475	12	grünewald	grünewald	PROPN
fis-5120	475	13	,	,	PUNCT
fis-5120	475	14	s.	s.	PROPN
fis-5120	475	15	,	,	PUNCT
fis-5120	475	16	walraven	walraven	PROPN
fis-5120	475	17	,	,	PUNCT
fis-5120	475	18	j.	j.	PROPN
fis-5120	475	19	(	(	PUNCT
fis-5120	475	20	2016	2016	NUM
fis-5120	475	21	)	)	PUNCT
fis-5120	475	22	.	.	PUNCT
fis-5120	476	1	modelling	model	VERB
fis-5120	476	2	the	the	DET
fis-5120	476	3	fresh	fresh	ADJ
fis-5120	476	4	properties	property	NOUN
fis-5120	476	5	of	of	ADP
fis-5120	476	6	self	self	NOUN
fis-5120	476	7	-	-	PUNCT
fis-5120	476	8	compacting	compact	VERB
fis-5120	476	9	concrete	concrete	ADJ
fis-5120	476	10	a.	a.	NOUN
fis-5120	476	11	anjum	anjum	PROPN
fis-5120	476	12	et	et	PROPN
fis-5120	476	13	alii	alii	PROPN
fis-5120	476	14	,	,	PUNCT
fis-5120	476	15	fracture	fracture	ADJ
fis-5120	476	16	and	and	CCONJ
fis-5120	476	17	structural	structural	ADJ
fis-5120	476	18	integrity	integrity	NOUN
fis-5120	476	19	,	,	PUNCT
fis-5120	476	20	71	71	NUM
fis-5120	476	21	(	(	PUNCT
fis-5120	476	22	2025	2025	NUM
fis-5120	476	23	)	)	PUNCT
fis-5120	476	24	164	164	NUM
fis-5120	476	25	-	-	SYM
fis-5120	476	26	181	181	NUM
fis-5120	476	27	;	;	PUNCT
fis-5120	476	28	doi	doi	NOUN
fis-5120	476	29	:	:	PUNCT
fis-5120	476	30	10.3221	10.3221	NUM
fis-5120	476	31	/	/	SYM
fis-5120	476	32	igf	igf	PROPN
fis-5120	476	33	-	-	PUNCT
fis-5120	476	34	esis.71.12	esis.71.12	NOUN
fis-5120	476	35	181	181	NUM
fis-5120	476	36	using	use	VERB
fis-5120	476	37	support	support	NOUN
fis-5120	476	38	vector	vector	NOUN
fis-5120	476	39	machine	machine	NOUN
fis-5120	476	40	approach	approach	NOUN
fis-5120	476	41	,	,	PUNCT
fis-5120	476	42	constr	constr	NOUN
fis-5120	476	43	.	.	PUNCT
fis-5120	477	1	build	build	VERB
fis-5120	477	2	.	.	PUNCT
fis-5120	478	1	mater	mater	NOUN
fis-5120	478	2	.	.	PROPN
fis-5120	478	3	,	,	PUNCT
fis-5120	478	4	106	106	NUM
fis-5120	478	5	,	,	PUNCT
fis-5120	478	6	pp	pp	ADJ
fis-5120	478	7	.	.	PUNCT
fis-5120	479	1	55–64	55–64	NUM
fis-5120	479	2	,	,	PUNCT
fis-5120	479	3	doi	doi	NOUN
fis-5120	479	4	:	:	PUNCT
fis-5120	479	5	10.1016	10.1016	NUM
fis-5120	479	6	/	/	SYM
fis-5120	479	7	j.conbuildmat.2015.12.035	j.conbuildmat.2015.12.035	PROPN
fis-5120	479	8	.	.	PUNCT
fis-5120	480	1	[	[	X
fis-5120	480	2	42	42	NUM
fis-5120	480	3	]	]	X
fis-5120	480	4	chen	chen	PROPN
fis-5120	480	5	,	,	PUNCT
fis-5120	480	6	w.	w.	PROPN
fis-5120	480	7	,	,	PUNCT
fis-5120	480	8	xu	xu	PROPN
fis-5120	480	9	,	,	PUNCT
fis-5120	480	10	j.	j.	PROPN
fis-5120	480	11	,	,	PUNCT
fis-5120	480	12	dong	dong	PROPN
fis-5120	480	13	,	,	PUNCT
fis-5120	480	14	m.	m.	NOUN
fis-5120	480	15	,	,	PUNCT
fis-5120	480	16	yu	yu	PROPN
fis-5120	480	17	,	,	PUNCT
fis-5120	480	18	y.	y.	NOUN
fis-5120	480	19	,	,	PUNCT
fis-5120	480	20	elchalakani	elchalakani	PROPN
fis-5120	480	21	,	,	PUNCT
fis-5120	480	22	m.	m.	NOUN
fis-5120	480	23	,	,	PUNCT
fis-5120	480	24	zhang	zhang	PROPN
fis-5120	480	25	,	,	PUNCT
fis-5120	480	26	f.	f.	PROPN
fis-5120	480	27	(	(	PUNCT
fis-5120	480	28	2021	2021	NUM
fis-5120	480	29	)	)	PUNCT
fis-5120	480	30	.	.	PUNCT
fis-5120	480	31	data	data	NOUN
fis-5120	480	32	-	-	PUNCT
fis-5120	480	33	driven	drive	VERB
fis-5120	480	34	analysis	analysis	NOUN
fis-5120	480	35	on	on	ADP
fis-5120	480	36	ultimate	ultimate	ADJ
fis-5120	480	37	axial	axial	ADJ
fis-5120	480	38	strain	strain	NOUN
fis-5120	480	39	of	of	ADP
fis-5120	480	40	frp	frp	PROPN
fis-5120	480	41	-	-	PUNCT
fis-5120	480	42	confined	confine	VERB
fis-5120	480	43	concrete	concrete	ADJ
fis-5120	480	44	cylinders	cylinder	NOUN
fis-5120	480	45	based	base	VERB
fis-5120	480	46	on	on	ADP
fis-5120	480	47	explicit	explicit	ADJ
fis-5120	480	48	and	and	CCONJ
fis-5120	480	49	implicit	implicit	ADJ
fis-5120	480	50	algorithms	algorithm	NOUN
fis-5120	480	51	,	,	PUNCT
fis-5120	480	52	compos	compos	NOUN
fis-5120	480	53	.	.	PUNCT
fis-5120	481	1	struct	struct	NOUN
fis-5120	481	2	.	.	PUNCT
fis-5120	481	3	,	,	PUNCT
fis-5120	481	4	268	268	NUM
fis-5120	481	5	,	,	PUNCT
fis-5120	481	6	pp	pp	ADJ
fis-5120	481	7	.	.	PUNCT
fis-5120	482	1	113904	113904	NUM
fis-5120	482	2	,	,	PUNCT
fis-5120	482	3	doi	doi	NOUN
fis-5120	482	4	:	:	PUNCT
fis-5120	482	5	10.1016	10.1016	NUM
fis-5120	482	6	/	/	SYM
fis-5120	482	7	j.compstruct.2021.113904	j.compstruct.2021.113904	VERB
fis-5120	482	8	.	.	PUNCT
fis-5120	483	1	[	[	X
fis-5120	483	2	43	43	NUM
fis-5120	483	3	]	]	X
fis-5120	483	4	al	al	PROPN
fis-5120	483	5	-	-	PUNCT
fis-5120	483	6	ghalib	ghalib	PROPN
fis-5120	483	7	,	,	PUNCT
fis-5120	483	8	a.a	a.a	PROPN
fis-5120	483	9	.	.	PROPN
fis-5120	483	10	,	,	PUNCT
fis-5120	483	11	mohammad	mohammad	PROPN
fis-5120	483	12	,	,	PUNCT
fis-5120	483	13	f.a	f.a	PROPN
fis-5120	483	14	.	.	PROPN
fis-5120	483	15	(	(	PUNCT
fis-5120	483	16	2016	2016	NUM
fis-5120	483	17	)	)	PUNCT
fis-5120	483	18	.	.	PUNCT
fis-5120	484	1	damage	damage	NOUN
fis-5120	484	2	and	and	CCONJ
fis-5120	484	3	repair	repair	VERB
fis-5120	484	4	classification	classification	NOUN
fis-5120	484	5	in	in	ADP
fis-5120	484	6	reinforced	reinforce	VERB
fis-5120	484	7	concrete	concrete	ADJ
fis-5120	484	8	beams	beam	NOUN
fis-5120	484	9	using	use	VERB
fis-5120	484	10	frequency	frequency	NOUN
fis-5120	484	11	domain	domain	NOUN
fis-5120	484	12	data	datum	NOUN
fis-5120	484	13	,	,	PUNCT
fis-5120	484	14	mater	mater	NOUN
fis-5120	484	15	.	.	PUNCT
fis-5120	484	16	struct	struct	NOUN
fis-5120	484	17	.	.	PUNCT
fis-5120	485	1	constr	constr	NOUN
fis-5120	485	2	.	.	PUNCT
fis-5120	485	3	,	,	PUNCT
fis-5120	485	4	49(5	49(5	NUM
fis-5120	485	5	)	)	PUNCT
fis-5120	485	6	,	,	PUNCT
fis-5120	485	7	pp	pp	ADP
fis-5120	485	8	.	.	PUNCT
fis-5120	486	1	1893–1903	1893–1903	NUM
fis-5120	486	2	,	,	PUNCT
fis-5120	486	3	doi	doi	NOUN
fis-5120	486	4	:	:	PUNCT
fis-5120	486	5	10.1617	10.1617	NUM
fis-5120	486	6	/	/	SYM
fis-5120	486	7	s11527	s11527	NUM
fis-5120	486	8	-	-	PUNCT
fis-5120	486	9	015	015	NUM
fis-5120	486	10	-	-	PUNCT
fis-5120	486	11	0621	0621	NUM
fis-5120	486	12	-	-	SYM
fis-5120	486	13	7	7	NUM
fis-5120	486	14	.	.	PUNCT
fis-5120	487	1	[	[	X
fis-5120	487	2	44	44	NUM
fis-5120	487	3	]	]	X
fis-5120	487	4	gui	gui	PROPN
fis-5120	487	5	,	,	PUNCT
fis-5120	487	6	g.	g.	PROPN
fis-5120	487	7	,	,	PUNCT
fis-5120	487	8	pan	pan	PROPN
fis-5120	487	9	,	,	PUNCT
fis-5120	487	10	h.	h.	PROPN
fis-5120	487	11	,	,	PUNCT
fis-5120	487	12	lin	lin	PROPN
fis-5120	487	13	,	,	PUNCT
fis-5120	487	14	z.	z.	PROPN
fis-5120	487	15	,	,	PUNCT
fis-5120	487	16	li	li	PROPN
fis-5120	487	17	,	,	PUNCT
fis-5120	487	18	y.	y.	PROPN
fis-5120	487	19	,	,	PUNCT
fis-5120	487	20	yuan	yuan	PROPN
fis-5120	487	21	,	,	PUNCT
fis-5120	487	22	z.	z.	PROPN
fis-5120	487	23	(	(	PUNCT
fis-5120	487	24	2017	2017	NUM
fis-5120	487	25	)	)	PUNCT
fis-5120	487	26	.	.	PUNCT
fis-5120	487	27	data	data	NOUN
fis-5120	487	28	-	-	PUNCT
fis-5120	487	29	driven	drive	VERB
fis-5120	487	30	support	support	NOUN
fis-5120	487	31	vector	vector	NOUN
fis-5120	487	32	machine	machine	NOUN
fis-5120	487	33	with	with	ADP
fis-5120	487	34	optimization	optimization	NOUN
fis-5120	487	35	techniques	technique	NOUN
fis-5120	487	36	for	for	ADP
fis-5120	487	37	structural	structural	ADJ
fis-5120	487	38	health	health	NOUN
fis-5120	487	39	monitoring	monitoring	NOUN
fis-5120	487	40	and	and	CCONJ
fis-5120	487	41	damage	damage	NOUN
fis-5120	487	42	detection	detection	NOUN
fis-5120	487	43	,	,	PUNCT
fis-5120	487	44	ksce	ksce	PROPN
fis-5120	487	45	j.	j.	PROPN
fis-5120	487	46	civ	civ	PROPN
fis-5120	487	47	.	.	PUNCT
fis-5120	488	1	eng	eng	PROPN
fis-5120	488	2	.	.	PROPN
fis-5120	488	3	,	,	PUNCT
fis-5120	488	4	21(2	21(2	NUM
fis-5120	488	5	)	)	PUNCT
fis-5120	488	6	,	,	PUNCT
fis-5120	488	7	pp	pp	ADP
fis-5120	488	8	.	.	PUNCT
fis-5120	489	1	523–534	523–534	NUM
fis-5120	489	2	,	,	PUNCT
fis-5120	489	3	doi	doi	NOUN
fis-5120	489	4	:	:	PUNCT
fis-5120	489	5	10.1007	10.1007	NUM
fis-5120	489	6	/	/	SYM
fis-5120	489	7	s12205	s12205	NOUN
fis-5120	489	8	-	-	PUNCT
fis-5120	489	9	017	017	NUM
fis-5120	489	10	-	-	PUNCT
fis-5120	489	11	1518	1518	NUM
fis-5120	489	12	-	-	SYM
fis-5120	489	13	5	5	NUM
fis-5120	489	14	.	.	PUNCT
fis-5120	490	1	[	[	X
fis-5120	490	2	45	45	NUM
fis-5120	490	3	]	]	SYM
fis-5120	490	4	elhegazy	elhegazy	NOUN
fis-5120	490	5	,	,	PUNCT
fis-5120	490	6	h.	h.	PROPN
fis-5120	490	7	,	,	PUNCT
fis-5120	490	8	chakraborty	chakraborty	PROPN
fis-5120	490	9	,	,	PUNCT
fis-5120	490	10	d.	d.	PROPN
fis-5120	490	11	,	,	PUNCT
fis-5120	490	12	elzarka	elzarka	PROPN
fis-5120	490	13	,	,	PUNCT
fis-5120	490	14	h.	h.	PROPN
fis-5120	490	15	,	,	PUNCT
fis-5120	490	16	ebid	ebid	NOUN
fis-5120	490	17	,	,	PUNCT
fis-5120	490	18	a.m.	a.m.	ADV
fis-5120	490	19	,	,	PUNCT
fis-5120	490	20	mahdi	mahdi	PROPN
fis-5120	490	21	,	,	PUNCT
fis-5120	490	22	i.m	i.m	PROPN
fis-5120	490	23	.	.	PROPN
fis-5120	490	24	,	,	PUNCT
fis-5120	490	25	aboul	aboul	PROPN
fis-5120	490	26	haggag	haggag	PROPN
fis-5120	490	27	,	,	PUNCT
fis-5120	490	28	s.y	s.y	PROPN
fis-5120	490	29	.	.	PROPN
fis-5120	490	30	,	,	PUNCT
fis-5120	490	31	abdel	abdel	PROPN
fis-5120	490	32	rashid	rashid	PROPN
fis-5120	490	33	,	,	PUNCT
fis-5120	490	34	i.	i.	PROPN
fis-5120	490	35	(	(	PUNCT
fis-5120	490	36	2022	2022	NUM
fis-5120	490	37	)	)	PUNCT
fis-5120	490	38	.	.	PUNCT
fis-5120	491	1	artificial	artificial	ADJ
fis-5120	491	2	intelligence	intelligence	NOUN
fis-5120	491	3	for	for	ADP
fis-5120	491	4	developing	develop	VERB
fis-5120	491	5	accurate	accurate	ADJ
fis-5120	491	6	preliminary	preliminary	ADJ
fis-5120	491	7	cost	cost	NOUN
fis-5120	491	8	estimates	estimate	NOUN
fis-5120	491	9	for	for	ADP
fis-5120	491	10	composite	composite	ADJ
fis-5120	491	11	flooring	flooring	NOUN
fis-5120	491	12	systems	system	NOUN
fis-5120	491	13	of	of	ADP
fis-5120	491	14	multistorey	multistorey	NOUN
fis-5120	491	15	buildings	building	NOUN
fis-5120	491	16	,	,	PUNCT
fis-5120	491	17	j.	j.	PROPN
fis-5120	491	18	asian	asian	PROPN
fis-5120	491	19	archit	archit	PROPN
fis-5120	491	20	.	.	PUNCT
fis-5120	492	1	build	build	VERB
fis-5120	492	2	.	.	PUNCT
fis-5120	493	1	eng	eng	PROPN
fis-5120	493	2	.	.	PROPN
fis-5120	493	3	,	,	PUNCT
fis-5120	493	4	21(1	21(1	NUM
fis-5120	493	5	)	)	PUNCT
fis-5120	493	6	,	,	PUNCT
fis-5120	493	7	pp	pp	ADJ
fis-5120	493	8	.	.	PUNCT
fis-5120	494	1	120–132	120–132	NUM
fis-5120	494	2	,	,	PUNCT
fis-5120	494	3	doi	doi	NOUN
fis-5120	494	4	:	:	PUNCT
fis-5120	494	5	10.1080/13467581.2020.1838288	10.1080/13467581.2020.1838288	NUM
fis-5120	494	6	.	.	PUNCT
fis-5120	495	1	[	[	X
fis-5120	495	2	46	46	NUM
fis-5120	495	3	]	]	SYM
fis-5120	495	4	hu	hu	PROPN
fis-5120	495	5	,	,	PUNCT
fis-5120	495	6	s.	s.	PROPN
fis-5120	495	7	,	,	PUNCT
fis-5120	495	8	chen	chen	PROPN
fis-5120	495	9	,	,	PUNCT
fis-5120	495	10	b.	b.	PROPN
fis-5120	495	11	,	,	PUNCT
fis-5120	495	12	song	song	NOUN
fis-5120	495	13	,	,	PUNCT
fis-5120	495	14	g.	g.	PROPN
fis-5120	495	15	,	,	PUNCT
fis-5120	495	16	wang	wang	PROPN
fis-5120	495	17	,	,	PUNCT
fis-5120	495	18	l.	l.	PROPN
fis-5120	495	19	(	(	PUNCT
fis-5120	495	20	2021	2021	NUM
fis-5120	495	21	)	)	PUNCT
fis-5120	495	22	.	.	PUNCT
fis-5120	496	1	resilience	resilience	NOUN
fis-5120	496	2	-	-	PUNCT
fis-5120	496	3	based	base	VERB
fis-5120	496	4	seismic	seismic	ADJ
fis-5120	496	5	design	design	NOUN
fis-5120	496	6	optimization	optimization	NOUN
fis-5120	496	7	of	of	ADP
fis-5120	496	8	typical	typical	ADJ
fis-5120	496	9	highway	highway	NOUN
fis-5120	496	10	rc	rc	PROPN
fis-5120	496	11	bridges	bridge	NOUN
fis-5120	496	12	by	by	ADP
fis-5120	496	13	response	response	NOUN
fis-5120	496	14	surface	surface	NOUN
fis-5120	496	15	method	method	NOUN
fis-5120	496	16	and	and	CCONJ
fis-5120	496	17	nsga	nsga	NOUN
fis-5120	496	18	-	-	PUNCT
fis-5120	496	19	ii	ii	NOUN
fis-5120	496	20	algorithm	algorithm	NOUN
fis-5120	496	21	,	,	PUNCT
fis-5120	496	22	bull	bull	NOUN
fis-5120	496	23	.	.	PUNCT
fis-5120	497	1	earthq	earthq	PROPN
fis-5120	497	2	.	.	PUNCT
fis-5120	498	1	eng	eng	PROPN
fis-5120	498	2	.	.	PROPN
fis-5120	498	3	,	,	PUNCT
fis-5120	498	4	pp	pp	PROPN
fis-5120	498	5	.	.	PUNCT
fis-5120	499	1	1–26	1–26	NOUN
fis-5120	499	2	.	.	PUNCT
fis-5120	500	1	[	[	X
fis-5120	500	2	47	47	NUM
fis-5120	500	3	]	]	X
fis-5120	500	4	khajehzadeh	khajehzadeh	NOUN
fis-5120	500	5	,	,	PUNCT
fis-5120	500	6	m.	m.	NOUN
fis-5120	500	7	,	,	PUNCT
fis-5120	500	8	taha	taha	PROPN
fis-5120	500	9	,	,	PUNCT
fis-5120	500	10	m.r	m.r	PROPN
fis-5120	500	11	.	.	PROPN
fis-5120	500	12	,	,	PUNCT
fis-5120	500	13	keawsawasvong	keawsawasvong	PROPN
fis-5120	500	14	,	,	PUNCT
fis-5120	500	15	s.	s.	PROPN
fis-5120	500	16	,	,	PUNCT
fis-5120	500	17	mirzaei	mirzaei	PROPN
fis-5120	500	18	,	,	PUNCT
fis-5120	500	19	h.	h.	PROPN
fis-5120	500	20	,	,	PUNCT
fis-5120	500	21	jebeli	jebeli	PROPN
fis-5120	500	22	,	,	PUNCT
fis-5120	500	23	m.	m.	NOUN
fis-5120	500	24	(	(	PUNCT
fis-5120	500	25	2022	2022	NUM
fis-5120	500	26	)	)	PUNCT
fis-5120	500	27	.	.	PUNCT
fis-5120	501	1	an	an	DET
fis-5120	501	2	effective	effective	ADJ
fis-5120	501	3	artificial	artificial	ADJ
fis-5120	501	4	intelligence	intelligence	NOUN
fis-5120	501	5	approach	approach	NOUN
fis-5120	501	6	for	for	ADP
fis-5120	501	7	slope	slope	NOUN
fis-5120	501	8	stability	stability	NOUN
fis-5120	501	9	evaluation	evaluation	NOUN
fis-5120	501	10	,	,	PUNCT
fis-5120	501	11	ieee	ieee	NOUN
fis-5120	501	12	access	access	NOUN
fis-5120	501	13	,	,	PUNCT
fis-5120	501	14	10	10	NUM
fis-5120	501	15	,	,	PUNCT
fis-5120	501	16	pp	pp	ADJ
fis-5120	501	17	.	.	PUNCT
fis-5120	502	1	5660–5671	5660–5671	NUM
fis-5120	502	2	,	,	PUNCT
fis-5120	502	3	doi	doi	NOUN
fis-5120	502	4	:	:	PUNCT
fis-5120	502	5	10.1109	10.1109	NUM
fis-5120	502	6	/	/	SYM
fis-5120	502	7	access.2022.3141432	access.2022.3141432	NOUN
fis-5120	502	8	.	.	PUNCT
fis-5120	503	1	[	[	X
fis-5120	503	2	48	48	NUM
fis-5120	503	3	]	]	SYM
fis-5120	503	4	ansari	ansari	PROPN
fis-5120	503	5	,	,	PUNCT
fis-5120	503	6	r.	r.	PROPN
fis-5120	503	7	,	,	PUNCT
fis-5120	503	8	khalilzadeh	khalilzadeh	PROPN
fis-5120	503	9	,	,	PUNCT
fis-5120	503	10	m.	m.	NOUN
fis-5120	503	11	,	,	PUNCT
fis-5120	503	12	hosseini	hosseini	PROPN
fis-5120	503	13	,	,	PUNCT
fis-5120	503	14	m.r	m.r	PROPN
fis-5120	503	15	.	.	PROPN
fis-5120	503	16	(	(	PUNCT
fis-5120	503	17	2022	2022	NUM
fis-5120	503	18	)	)	PUNCT
fis-5120	503	19	.	.	PUNCT
fis-5120	504	1	a	a	DET
fis-5120	504	2	multi	multi	ADJ
fis-5120	504	3	-	-	ADJ
fis-5120	504	4	objective	objective	ADJ
fis-5120	504	5	dynamic	dynamic	ADJ
fis-5120	504	6	optimization	optimization	NOUN
fis-5120	504	7	approach	approach	NOUN
fis-5120	504	8	to	to	ADP
fis-5120	504	9	project	project	NOUN
fis-5120	504	10	schedule	schedule	NOUN
fis-5120	504	11	management	management	NOUN
fis-5120	504	12	:	:	PUNCT
fis-5120	504	13	a	a	DET
fis-5120	504	14	case	case	NOUN
fis-5120	504	15	study	study	NOUN
fis-5120	504	16	of	of	ADP
fis-5120	504	17	a	a	DET
fis-5120	504	18	gas	gas	NOUN
fis-5120	504	19	field	field	NOUN
fis-5120	504	20	construction	construction	NOUN
fis-5120	504	21	,	,	PUNCT
fis-5120	504	22	ksce	ksce	PROPN
fis-5120	504	23	j.	j.	PROPN
fis-5120	504	24	civ	civ	PROPN
fis-5120	504	25	.	.	PUNCT
fis-5120	505	1	eng	eng	PROPN
fis-5120	505	2	.	.	PROPN
fis-5120	505	3	,	,	PUNCT
fis-5120	505	4	26(3	26(3	NUM
fis-5120	505	5	)	)	PUNCT
fis-5120	505	6	,	,	PUNCT
fis-5120	505	7	pp	pp	ADP
fis-5120	505	8	.	.	PUNCT
fis-5120	506	1	1005–1013	1005–1013	NUM
fis-5120	506	2	,	,	PUNCT
fis-5120	506	3	doi	doi	NOUN
fis-5120	506	4	:	:	PUNCT
fis-5120	506	5	10.1007	10.1007	NUM
fis-5120	506	6	/	/	SYM
fis-5120	506	7	s12205	s12205	NOUN
fis-5120	506	8	-	-	PUNCT
fis-5120	506	9	021	021	NUM
fis-5120	506	10	-	-	PUNCT
fis-5120	506	11	0410	0410	NUM
fis-5120	506	12	-	-	SYM
fis-5120	506	13	5	5	NUM
fis-5120	506	14	.	.	PUNCT
fis-5120	507	1	[	[	X
fis-5120	507	2	49	49	NUM
fis-5120	507	3	]	]	X
fis-5120	507	4	anjum	anjum	PROPN
fis-5120	507	5	,	,	PUNCT
fis-5120	507	6	a.	a.	NOUN
fis-5120	507	7	,	,	PUNCT
fis-5120	507	8	hrairi	hrairi	NOUN
fis-5120	507	9	,	,	PUNCT
fis-5120	507	10	m.	m.	NOUN
fis-5120	507	11	,	,	PUNCT
fis-5120	507	12	aabid	aabid	NOUN
fis-5120	507	13	,	,	PUNCT
fis-5120	507	14	a.	a.	NOUN
fis-5120	507	15	,	,	PUNCT
fis-5120	507	16	yatim	yatim	PROPN
fis-5120	507	17	,	,	PUNCT
fis-5120	507	18	n.	n.	PROPN
fis-5120	507	19	,	,	PUNCT
fis-5120	507	20	ali	ali	PROPN
fis-5120	507	21	,	,	PUNCT
fis-5120	507	22	m.	m.	NOUN
fis-5120	507	23	(	(	PUNCT
fis-5120	507	24	2024	2024	NUM
fis-5120	507	25	)	)	PUNCT
fis-5120	507	26	.	.	PUNCT
fis-5120	508	1	damage	damage	NOUN
fis-5120	508	2	detection	detection	NOUN
fis-5120	508	3	in	in	ADP
fis-5120	508	4	concrete	concrete	ADJ
fis-5120	508	5	structures	structure	NOUN
fis-5120	508	6	with	with	ADP
fis-5120	508	7	impedance	impedance	NOUN
fis-5120	508	8	data	datum	NOUN
fis-5120	508	9	and	and	CCONJ
fis-5120	508	10	machine	machine	NOUN
fis-5120	508	11	learning	learning	NOUN
fis-5120	508	12	,	,	PUNCT
fis-5120	508	13	bull	bull	NOUN
fis-5120	508	14	.	.	PUNCT
fis-5120	509	1	polish	polish	PROPN
fis-5120	509	2	acad	acad	PROPN
fis-5120	509	3	.	.	PUNCT
fis-5120	510	1	sci	sci	PROPN
fis-5120	510	2	.	.	PUNCT
fis-5120	510	3	tech	tech	PROPN
fis-5120	510	4	.	.	PUNCT
fis-5120	511	1	sci	sci	PROPN
fis-5120	511	2	.	.	PROPN
fis-5120	511	3	,	,	PUNCT
fis-5120	511	4	72(3	72(3	NUM
fis-5120	511	5	)	)	PUNCT
fis-5120	511	6	,	,	PUNCT
fis-5120	511	7	pp	pp	PROPN
fis-5120	511	8	.	.	PUNCT
fis-5120	512	1	1–11	1–11	PROPN
fis-5120	512	2	,	,	PUNCT
fis-5120	512	3	doi	doi	NOUN
fis-5120	512	4	:	:	PUNCT
fis-5120	512	5	10.24425	10.24425	NUM
fis-5120	512	6	/	/	SYM
fis-5120	512	7	bpasts.2024.149178	bpasts.2024.149178	ADJ
fis-5120	512	8	.	.	PUNCT
fis-5120	513	1	[	[	X
fis-5120	513	2	50	50	NUM
fis-5120	513	3	]	]	SYM
fis-5120	513	4	li	li	PROPN
fis-5120	513	5	,	,	PUNCT
fis-5120	513	6	x.	x.	PROPN
fis-5120	513	7	,	,	PUNCT
fis-5120	513	8	zhang	zhang	PROPN
fis-5120	513	9	,	,	PUNCT
fis-5120	513	10	x.	x.	PROPN
fis-5120	513	11	,	,	PUNCT
fis-5120	513	12	zhang	zhang	PROPN
fis-5120	513	13	,	,	PUNCT
fis-5120	513	14	y.	y.	PROPN
fis-5120	513	15	(	(	PUNCT
fis-5120	513	16	2024	2024	NUM
fis-5120	513	17	)	)	PUNCT
fis-5120	513	18	.	.	PUNCT
fis-5120	514	1	a	a	DET
fis-5120	514	2	limit	limit	NOUN
fis-5120	514	3	analysis	analysis	NOUN
fis-5120	514	4	-	-	PUNCT
fis-5120	514	5	based	base	VERB
fis-5120	514	6	topology	topology	NOUN
fis-5120	514	7	optimisation	optimisation	NOUN
fis-5120	514	8	method	method	NOUN
fis-5120	514	9	for	for	ADP
fis-5120	514	10	geostructure	geostructure	NOUN
fis-5120	514	11	design	design	NOUN
fis-5120	514	12	,	,	PUNCT
fis-5120	514	13	comput	comput	NOUN
fis-5120	514	14	.	.	PUNCT
fis-5120	515	1	geotech	geotech	PROPN
fis-5120	515	2	.	.	PROPN
fis-5120	515	3	,	,	PUNCT
fis-5120	515	4	169	169	NUM
fis-5120	515	5	,	,	PUNCT
fis-5120	515	6	pp	pp	ADJ
fis-5120	515	7	.	.	PUNCT
fis-5120	516	1	106239	106239	NUM
fis-5120	516	2	,	,	PUNCT
fis-5120	516	3	doi	doi	NOUN
fis-5120	516	4	:	:	PUNCT
fis-5120	516	5	10.1016	10.1016	NUM
fis-5120	516	6	/	/	SYM
fis-5120	516	7	j.compgeo.2024.106239	j.compgeo.2024.106239	NOUN
fis-5120	516	8	.	.	PUNCT
fis-5120	517	1	[	[	X
fis-5120	517	2	51	51	NUM
fis-5120	517	3	]	]	X
fis-5120	517	4	abdulridha	abdulridha	PROPN
fis-5120	517	5	,	,	PUNCT
fis-5120	517	6	m.a	m.a	PROPN
fis-5120	517	7	.	.	PROPN
fis-5120	517	8	,	,	PUNCT
fis-5120	517	9	salman	salman	PROPN
fis-5120	517	10	,	,	PUNCT
fis-5120	517	11	m.m	m.m	PROPN
fis-5120	517	12	.	.	PROPN
fis-5120	517	13	,	,	PUNCT
fis-5120	517	14	banyhussan	banyhussan	PROPN
fis-5120	517	15	,	,	PUNCT
fis-5120	517	16	q.s	q.s	PROPN
fis-5120	517	17	.	.	PROPN
fis-5120	518	1	(	(	PUNCT
fis-5120	518	2	2021	2021	NUM
fis-5120	518	3	)	)	PUNCT
fis-5120	518	4	.	.	PUNCT
fis-5120	519	1	effect	effect	NOUN
fis-5120	519	2	polypropylene	polypropylene	NOUN
fis-5120	519	3	of	of	ADP
fis-5120	519	4	fiber	fiber	NOUN
fis-5120	519	5	on	on	ADP
fis-5120	519	6	drying	dry	VERB
fis-5120	519	7	shrinkage	shrinkage	NOUN
fis-5120	519	8	cracking	cracking	NOUN
fis-5120	519	9	of	of	ADP
fis-5120	519	10	concrete	concrete	ADJ
fis-5120	519	11	pavement	pavement	NOUN
fis-5120	519	12	using	use	VERB
fis-5120	519	13	response	response	NOUN
fis-5120	519	14	surface	surface	NOUN
fis-5120	519	15	methodology	methodology	NOUN
fis-5120	519	16	,	,	PUNCT
fis-5120	519	17	j.	j.	PROPN
fis-5120	519	18	eng	eng	PROPN
fis-5120	519	19	.	.	PROPN
fis-5120	520	1	sustain	sustain	VERB
fis-5120	520	2	.	.	PUNCT
fis-5120	521	1	dev	dev	PROPN
fis-5120	521	2	.	.	PROPN
fis-5120	521	3	,	,	PUNCT
fis-5120	521	4	25(3	25(3	NUM
fis-5120	521	5	)	)	PUNCT
fis-5120	521	6	,	,	PUNCT
fis-5120	521	7	pp	pp	ADP
fis-5120	521	8	.	.	PUNCT
fis-5120	522	1	10–21	10–21	NUM
fis-5120	522	2	,	,	PUNCT
fis-5120	522	3	doi	doi	NOUN
fis-5120	522	4	:	:	PUNCT
fis-5120	522	5	10.31272	10.31272	NUM
fis-5120	522	6	/	/	SYM
fis-5120	522	7	jeasd.25.3.2	jeasd.25.3.2	NUM
fis-5120	522	8	.	.	PUNCT
fis-5120	523	1	abbreviation	abbreviation	NOUN
fis-5120	523	2	ai	ai	VERB
fis-5120	524	1	artificial	artificial	ADJ
fis-5120	524	2	intelligence	intelligence	NOUN
fis-5120	524	3	fl	fl	ADP
fis-5120	524	4	fuzzy	fuzzy	ADJ
fis-5120	524	5	logic	logic	NOUN
fis-5120	524	6	doe	doe	NOUN
fis-5120	524	7	design	design	NOUN
fis-5120	524	8	of	of	ADP
fis-5120	524	9	experiments	experiment	NOUN
fis-5120	524	10	ann	ann	PROPN
fis-5120	524	11	artificial	artificial	ADJ
fis-5120	524	12	neural	neural	ADJ
fis-5120	524	13	networks	network	NOUN
fis-5120	524	14	shm	shm	VERB
fis-5120	524	15	structural	structural	ADJ
fis-5120	524	16	health	health	NOUN
fis-5120	524	17	monitoring	monitor	VERB
fis-5120	524	18	rsm	rsm	PROPN
fis-5120	524	19	response	response	NOUN
fis-5120	524	20	surface	surface	NOUN
fis-5120	524	21	methodology	methodology	NOUN
fis-5120	524	22	fos	fos	NOUN
fis-5120	524	23	factor	factor	NOUN
fis-5120	524	24	of	of	ADP
fis-5120	524	25	safety	safety	NOUN
fis-5120	524	26	cfrp	cfrp	PROPN
fis-5120	524	27	carbon	carbon	NOUN
fis-5120	524	28	fiber	fiber	NOUN
fis-5120	524	29	reinforced	reinforce	VERB
fis-5120	524	30	polymer	polymer	NOUN
fis-5120	524	31	mse	mse	NOUN
fis-5120	524	32	mean	mean	VERB
fis-5120	524	33	squared	square	VERB
fis-5120	524	34	error	error	NOUN
fis-5120	524	35	bams	bams	PROPN
fis-5120	524	36	bridge	bridge	PROPN
fis-5120	524	37	asset	asset	PROPN
fis-5120	524	38	management	management	NOUN
fis-5120	524	39	system	system	NOUN
fis-5120	524	40	uhpc	uhpc	NOUN
fis-5120	524	41	ultra	ultra	ADJ
fis-5120	524	42	-	-	ADJ
fis-5120	524	43	high	high	ADJ
fis-5120	524	44	-	-	PUNCT
fis-5120	524	45	performance	performance	NOUN
fis-5120	524	46	concrete	concrete	ADJ
fis-5120	524	47	gbrt	gbrt	NOUN
fis-5120	524	48	gradient	gradient	NOUN
fis-5120	524	49	boosting	boost	VERB
fis-5120	524	50	regression	regression	NOUN
fis-5120	524	51	tree	tree	NOUN
fis-5120	524	52	anfis	anfi	VERB
fis-5120	524	53	adaptive	adaptive	ADJ
fis-5120	524	54	neuro	neuro	NOUN
fis-5120	524	55	-	-	PUNCT
fis-5120	524	56	fuzzy	fuzzy	ADJ
fis-5120	524	57	inference	inference	NOUN
fis-5120	524	58	system	system	NOUN
fis-5120	524	59	mlr	mlr	NOUN
fis-5120	524	60	multiple	multiple	ADJ
fis-5120	524	61	linear	linear	PROPN
fis-5120	524	62	regression	regression	PROPN
fis-5120	524	63	epr	epr	PROPN
fis-5120	524	64	evolutionary	evolutionary	ADJ
fis-5120	524	65	polynomial	polynomial	ADJ
fis-5120	524	66	regression	regression	NOUN
fis-5120	524	67	xgboost	xgboost	ADP
fis-5120	524	68	extreme	extreme	ADJ
fis-5120	524	69	gradient	gradient	NOUN
fis-5120	524	70	boosting	boost	VERB
fis-5120	524	71	<	<	X
fis-5120	524	72	<	<	X
fis-5120	524	73	/ascii85encodepages	/ascii85encodepage	NOUN
fis-5120	524	74	false	false	ADJ
fis-5120	524	75	/allowtransparency	/allowtransparency	NOUN
fis-5120	524	76	false	false	ADJ
fis-5120	524	77	/autopositionepsfiles	/autopositionepsfile	NOUN
fis-5120	524	78	true	true	ADJ
fis-5120	524	79	/autorotatepages	/autorotatepage	NOUN
fis-5120	524	80	/none	/none	PUNCT
fis-5120	524	81	/binding	/binding	PUNCT
fis-5120	525	1	/left	/left	ADJ
fis-5120	526	1	/calgrayprofile	/calgrayprofile	VERB
fis-5120	526	2	(	(	PUNCT
fis-5120	526	3	dot	dot	NOUN
fis-5120	526	4	gain	gain	NOUN
fis-5120	526	5	20	20	NUM
fis-5120	526	6	%	%	NOUN
fis-5120	526	7	)	)	PUNCT
fis-5120	526	8	/calrgbprofile	/calrgbprofile	PUNCT
fis-5120	527	1	(	(	PUNCT
fis-5120	527	2	srgb	srgb	PROPN
fis-5120	527	3	iec61966	iec61966	NOUN
fis-5120	527	4	-	-	PUNCT
fis-5120	527	5	2.1	2.1	NUM
fis-5120	527	6	)	)	PUNCT
fis-5120	527	7	/calcmykprofile	/calcmykprofile	PUNCT
fis-5120	528	1	(	(	PUNCT
fis-5120	528	2	u.s	u.s	PROPN
fis-5120	528	3	.	.	PROPN
fis-5120	528	4	web	web	NOUN
fis-5120	528	5	coated	coat	VERB
fis-5120	528	6	\050swop\051	\050swop\051	ADJ
fis-5120	528	7	v2	v2	NOUN
fis-5120	528	8	)	)	PUNCT
fis-5120	528	9	/srgbprofile	/srgbprofile	PUNCT
fis-5120	528	10	(	(	PUNCT
fis-5120	528	11	srgb	srgb	PROPN
fis-5120	528	12	iec61966	iec61966	NOUN
fis-5120	528	13	-	-	PUNCT
fis-5120	528	14	2.1	2.1	NUM
fis-5120	528	15	)	)	PUNCT
fis-5120	528	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
fis-5120	529	1	/error	/error	INTJ
fis-5120	529	2	/compatibilitylevel	/compatibilitylevel	NOUN
fis-5120	530	1	1.4	1.4	NUM
fis-5120	530	2	/compressobjects	/compressobject	NOUN
fis-5120	530	3	/tags	/tag	VERB
fis-5120	530	4	/compresspages	/compresspage	NOUN
fis-5120	530	5	true	true	ADJ
fis-5120	530	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
fis-5120	530	7	true	true	ADJ
fis-5120	530	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
fis-5120	530	9	true	true	ADJ
fis-5120	530	10	/createjobticket	/createjobticket	NOUN
fis-5120	530	11	false	false	ADJ
fis-5120	530	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
fis-5120	530	13	/default	/default	PUNCT
fis-5120	530	14	/detectblends	/detectblend	NOUN
fis-5120	530	15	true	true	ADJ
fis-5120	530	16	/detectcurves	/detectcurve	VERB
fis-5120	531	1	0.0000	0.0000	NUM
fis-5120	531	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
fis-5120	531	3	/cmyk	/cmyk	PUNCT
fis-5120	532	1	/dothumbnails	/dothumbnail	VERB
fis-5120	533	1	false	false	ADJ
fis-5120	533	2	/embedallfonts	/embedallfont	NOUN
fis-5120	533	3	true	true	ADJ
fis-5120	533	4	/embedopentype	/embedopentype	PUNCT
fis-5120	533	5	false	false	ADJ
fis-5120	533	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
fis-5120	533	7	true	true	ADJ
fis-5120	533	8	/embedjoboptions	/embedjoboption	NOUN
fis-5120	533	9	true	true	ADJ
fis-5120	533	10	/dscreportinglevel	/dscreportinglevel	NOUN
fis-5120	533	11	0	0	NUM
fis-5120	533	12	/emitdscwarnings	/emitdscwarning	NOUN
fis-5120	533	13	false	false	ADJ
fis-5120	533	14	/endpage	/endpage	NOUN
fis-5120	533	15	-1	-1	NOUN
fis-5120	533	16	/imagememory	/imagememory	NUM
fis-5120	533	17	1048576	1048576	NUM
fis-5120	533	18	/lockdistillerparams	/lockdistillerparams	NOUN
fis-5120	533	19	false	false	ADJ
fis-5120	533	20	/maxsubsetpct	/maxsubsetpct	ADJ
fis-5120	533	21	100	100	NUM
fis-5120	533	22	/optimize	/optimize	NOUN
fis-5120	533	23	true	true	ADJ
fis-5120	533	24	/opm	/opm	NOUN
fis-5120	533	25	1	1	NUM
fis-5120	533	26	/parsedsccomments	/parsedsccomment	NOUN
fis-5120	533	27	true	true	ADJ
fis-5120	533	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
fis-5120	533	29	true	true	ADJ
fis-5120	533	30	/preservecopypage	/preservecopypage	NOUN
fis-5120	533	31	true	true	ADJ
fis-5120	533	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
fis-5120	533	33	true	true	ADJ
fis-5120	533	34	/preserveepsinfo	/preserveepsinfo	NOUN
fis-5120	533	35	true	true	ADJ
fis-5120	533	36	/preserveflatness	/preserveflatness	NOUN
fis-5120	533	37	true	true	ADJ
fis-5120	533	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
fis-5120	533	39	false	false	ADJ
fis-5120	533	40	/preserveopicomments	/preserveopicomment	NOUN
fis-5120	533	41	true	true	ADJ
fis-5120	533	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
fis-5120	533	43	true	true	ADJ
fis-5120	533	44	/startpage	/startpage	NOUN
fis-5120	533	45	1	1	NUM
fis-5120	533	46	/subsetfonts	/subsetfont	NOUN
fis-5120	533	47	true	true	ADJ
fis-5120	533	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
fis-5120	533	49	/apply	/apply	PUNCT
fis-5120	533	50	/ucrandbginfo	/ucrandbginfo	PUNCT
fis-5120	534	1	/preserve	/preserve	NOUN
fis-5120	534	2	/useprologue	/useprologue	NOUN
fis-5120	534	3	false	false	ADJ
fis-5120	534	4	/colorsettingsfile	/colorsettingsfile	NOUN
fis-5120	534	5	(	(	PUNCT
fis-5120	534	6	)	)	PUNCT
fis-5120	534	7	/alwaysembed	/alwaysembe	VERB
fis-5120	534	8	[	[	PUNCT
fis-5120	534	9	true	true	ADJ
fis-5120	534	10	]	]	PUNCT
fis-5120	534	11	/neverembed	/neverembed	PUNCT
fis-5120	535	1	[	[	PUNCT
fis-5120	535	2	true	true	ADJ
fis-5120	535	3	]	]	PUNCT
fis-5120	535	4	/antialiascolorimages	/antialiascolorimages	X
fis-5120	535	5	false	false	ADJ
fis-5120	535	6	/cropcolorimages	/cropcolorimages	PUNCT
fis-5120	535	7	true	true	ADJ
fis-5120	535	8	/colorimageminresolution	/colorimageminresolution	PUNCT
fis-5120	535	9	300	300	NUM
fis-5120	535	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
fis-5120	535	11	/ok	/ok	ADJ
fis-5120	536	1	/downsamplecolorimages	/downsamplecolorimage	VERB
fis-5120	537	1	true	true	ADJ
fis-5120	537	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
fis-5120	537	3	/bicubic	/bicubic	NOUN
fis-5120	537	4	/colorimageresolution	/colorimageresolution	NOUN
fis-5120	538	1	300	300	NUM
fis-5120	538	2	/colorimagedepth	/colorimagedepth	PRON
fis-5120	538	3	-1	-1	INTJ
fis-5120	538	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
fis-5120	538	5	1	1	NUM
fis-5120	538	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
fis-5120	538	7	1.50000	1.50000	NUM
fis-5120	538	8	/encodecolorimages	/encodecolorimage	NOUN
fis-5120	538	9	true	true	ADJ
fis-5120	538	10	/colorimagefilter	/colorimagefilter	PUNCT
fis-5120	538	11	/dctencode	/dctencode	PUNCT
fis-5120	539	1	/autofiltercolorimages	/autofiltercolorimage	NOUN
fis-5120	539	2	true	true	ADJ
fis-5120	539	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
fis-5120	539	4	/jpeg	/jpeg	PUNCT
fis-5120	539	5	/coloracsimagedict	/coloracsimagedict	PUNCT
fis-5120	540	1	<	<	X
fis-5120	540	2	<	<	X
fis-5120	540	3	/qfactor	/qfactor	NOUN
fis-5120	540	4	0.15	0.15	NUM
fis-5120	540	5	/hsamples	/hsample	NOUN
fis-5120	541	1	[	[	X
fis-5120	541	2	1	1	NUM
fis-5120	541	3	1	1	NUM
fis-5120	541	4	1	1	NUM
fis-5120	541	5	1	1	NUM
fis-5120	541	6	]	]	PUNCT
fis-5120	541	7	/vsamples	/vsample	NOUN
fis-5120	542	1	[	[	X
fis-5120	542	2	1	1	NUM
fis-5120	542	3	1	1	NUM
fis-5120	542	4	1	1	NUM
fis-5120	542	5	1	1	NUM
fis-5120	542	6	]	]	PUNCT
fis-5120	542	7	>	>	PUNCT
fis-5120	542	8	>	>	X
fis-5120	542	9	/colorimagedict	/colorimagedict	PUNCT
fis-5120	543	1	<	<	X
fis-5120	543	2	<	<	X
fis-5120	543	3	/qfactor	/qfactor	NOUN
fis-5120	543	4	0.15	0.15	NUM
fis-5120	543	5	/hsamples	/hsample	NOUN
fis-5120	544	1	[	[	X
fis-5120	544	2	1	1	NUM
fis-5120	544	3	1	1	NUM
fis-5120	544	4	1	1	NUM
fis-5120	544	5	1	1	NUM
fis-5120	544	6	]	]	PUNCT
fis-5120	544	7	/vsamples	/vsample	NOUN
fis-5120	545	1	[	[	X
fis-5120	545	2	1	1	NUM
fis-5120	545	3	1	1	NUM
fis-5120	545	4	1	1	NUM
fis-5120	545	5	1	1	NUM
fis-5120	545	6	]	]	PUNCT
fis-5120	545	7	>	>	PUNCT
fis-5120	545	8	>	>	X
fis-5120	545	9	/jpeg2000coloracsimagedict	/jpeg2000coloracsimagedict	PUNCT
fis-5120	546	1	<	<	X
fis-5120	546	2	<	<	X
fis-5120	546	3	/tilewidth	/tilewidth	PUNCT
fis-5120	546	4	256	256	NUM
fis-5120	546	5	/tileheight	/tileheight	NUM
fis-5120	546	6	256	256	NUM
fis-5120	546	7	/quality	/quality	NOUN
fis-5120	546	8	30	30	NUM
fis-5120	546	9	>	>	PUNCT
fis-5120	546	10	>	>	X
fis-5120	546	11	/jpeg2000colorimagedict	/jpeg2000colorimagedict	PUNCT
fis-5120	546	12	<	<	X
fis-5120	546	13	<	<	X
fis-5120	546	14	/tilewidth	/tilewidth	PUNCT
fis-5120	546	15	256	256	NUM
fis-5120	546	16	/tileheight	/tileheight	NUM
fis-5120	546	17	256	256	NUM
fis-5120	546	18	/quality	/quality	NOUN
fis-5120	546	19	30	30	NUM
fis-5120	546	20	>	>	PUNCT
fis-5120	546	21	>	>	X
fis-5120	546	22	/antialiasgrayimages	/antialiasgrayimages	X
fis-5120	546	23	false	false	ADJ
fis-5120	546	24	/cropgrayimages	/cropgrayimage	NOUN
fis-5120	546	25	true	true	ADJ
fis-5120	546	26	/grayimageminresolution	/grayimageminresolution	ADV
fis-5120	546	27	300	300	NUM
fis-5120	546	28	/grayimageminresolutionpolicy	/grayimageminresolutionpolicy	NOUN
fis-5120	546	29	/ok	/ok	ADJ
fis-5120	546	30	/downsamplegrayimages	/downsamplegrayimages	PUNCT
fis-5120	547	1	true	true	ADJ
fis-5120	547	2	/grayimagedownsampletype	/grayimagedownsampletype	INTJ
fis-5120	547	3	/bicubic	/bicubic	NOUN
fis-5120	547	4	/grayimageresolution	/grayimageresolution	NOUN
fis-5120	547	5	300	300	NUM
fis-5120	547	6	/grayimagedepth	/grayimagedepth	PUNCT
fis-5120	547	7	-1	-1	PUNCT
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fis-5120	548	4	/encodegrayimages	/encodegrayimage	NOUN
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fis-5120	551	6	]	]	PUNCT
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fis-5120	570	10	>	>	X
fis-5120	570	11	/eti	/eti	X
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fis-5120	571	3	>	>	X
fis-5120	571	4	/fra	/fra	PUNCT
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fis-5120	572	3	>	>	X
fis-5120	572	4	/gre	/gre	PUNCT
fis-5120	572	5	<	<	X
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fis-5120	572	7	>	>	X
fis-5120	572	8	/heb	/heb	X
fis-5120	572	9	<	<	X
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fis-5120	572	11	>	>	X
fis-5120	572	12	/hrv	/hrv	PROPN
fis-5120	573	1	(	(	PUNCT
fis-5120	573	2	za	za	PROPN
fis-5120	573	3	stvaranje	stvaranje	PROPN
fis-5120	573	4	adobe	adobe	PROPN
fis-5120	573	5	pdf	pdf	PROPN
fis-5120	573	6	dokumenata	dokumenata	PROPN
fis-5120	573	7	najpogodnijih	najpogodnijih	PROPN
fis-5120	573	8	za	za	PROPN
fis-5120	573	9	visokokvalitetni	visokokvalitetni	VERB
fis-5120	573	10	ispis	ispis	ADJ
fis-5120	573	11	prije	prije	NOUN
fis-5120	573	12	tiskanja	tiskanja	PROPN
fis-5120	573	13	koristite	koristite	PROPN
fis-5120	573	14	ove	ove	NOUN
fis-5120	573	15	postavke	postavke	NOUN
fis-5120	573	16	.	.	PUNCT
fis-5120	574	1	stvoreni	stvoreni	ADJ
fis-5120	574	2	pdf	pdf	NOUN
fis-5120	574	3	dokumenti	dokumenti	PROPN
fis-5120	574	4	mogu	mogu	PROPN
fis-5120	574	5	se	se	X
fis-5120	574	6	otvoriti	otvoriti	PROPN
fis-5120	574	7	acrobat	acrobat	PROPN
fis-5120	575	1	i	i	PRON
fis-5120	575	2	adobe	adobe	PROPN
fis-5120	575	3	reader	reader	PROPN
fis-5120	575	4	5.0	5.0	NUM
fis-5120	575	5	i	i	PRON
fis-5120	575	6	kasnijim	kasnijim	VERB
fis-5120	575	7	verzijama	verzijama	NOUN
fis-5120	575	8	.	.	PUNCT
fis-5120	575	9	)	)	PUNCT
fis-5120	576	1	/hun	/hun	PUNCT
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fis-5120	577	3	>	>	X
fis-5120	577	4	/ita	/ita	PUNCT
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fis-5120	578	3	>	>	X
fis-5120	578	4	/jpn	/jpn	PROPN
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fis-5120	579	3	>	>	X
fis-5120	579	4	/kor	/kor	PUNCT
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fis-5120	580	3	>	>	X
fis-5120	580	4	/lth	/lth	PUNCT
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fis-5120	581	3	>	>	X
fis-5120	581	4	/lvi	/lvi	PUNCT
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fis-5120	582	3	>	>	X
fis-5120	582	4	/nld	/nld	PUNCT
fis-5120	583	1	(	(	PUNCT
fis-5120	583	2	gebruik	gebruik	NOUN
fis-5120	583	3	deze	deze	PROPN
fis-5120	583	4	instellingen	instellingen	PROPN
fis-5120	583	5	om	om	PROPN
fis-5120	583	6	adobe	adobe	PROPN
fis-5120	583	7	pdf	pdf	PROPN
fis-5120	583	8	-	-	PUNCT
fis-5120	583	9	documenten	documenten	NOUN
fis-5120	583	10	te	te	ADP
fis-5120	583	11	maken	maken	PROPN
fis-5120	583	12	die	die	PROPN
fis-5120	583	13	zijn	zijn	PROPN
fis-5120	583	14	geoptimaliseerd	geoptimaliseerd	PROPN
fis-5120	583	15	voor	voor	NOUN
fis-5120	583	16	prepress	prepress	NOUN
fis-5120	583	17	-	-	PUNCT
fis-5120	583	18	afdrukken	afdrukken	VERB
fis-5120	583	19	van	van	PROPN
fis-5120	583	20	hoge	hoge	PROPN
fis-5120	583	21	kwaliteit	kwaliteit	PROPN
fis-5120	583	22	.	.	PUNCT
fis-5120	584	1	de	de	PROPN
fis-5120	584	2	gemaakte	gemaakte	PROPN
fis-5120	584	3	pdf	pdf	NOUN
fis-5120	584	4	-	-	PUNCT
fis-5120	584	5	documenten	documenten	NOUN
fis-5120	584	6	kunnen	kunnen	PROPN
fis-5120	584	7	worden	worden	PROPN
fis-5120	584	8	geopend	geopend	PROPN
fis-5120	584	9	met	meet	VERB
fis-5120	584	10	acrobat	acrobat	PROPN
fis-5120	584	11	en	en	PROPN
fis-5120	584	12	adobe	adobe	PROPN
fis-5120	584	13	reader	reader	PROPN
fis-5120	584	14	5.0	5.0	NUM
fis-5120	584	15	en	en	ADP
fis-5120	584	16	hoger	hoger	NOUN
fis-5120	584	17	.	.	PUNCT
fis-5120	584	18	)	)	PUNCT
fis-5120	585	1	/nor	/nor	PUNCT
fis-5120	586	1	<	<	X
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fis-5120	586	3	>	>	X
fis-5120	586	4	/pol	/pol	PUNCT
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fis-5120	587	3	>	>	X
fis-5120	587	4	/ptb	/ptb	PROPN
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fis-5120	587	11	>	>	X
fis-5120	587	12	/rus	/rus	PUNCT
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fis-5120	587	15	>	>	X
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fis-5120	588	7	>	>	X
fis-5120	588	8	/suo	/suo	PROPN
fis-5120	589	1	<	<	AUX
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fis-5120	589	3	>	>	X
fis-5120	589	4	/sve	/sve	PROPN
fis-5120	589	5	<	<	X
fis-5120	589	6	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	X
fis-5120	589	7	>	>	X
fis-5120	589	8	/tur	/tur	X
fis-5120	589	9	<	<	X
fis-5120	589	10	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	PROPN
fis-5120	589	11	>	>	X
fis-5120	589	12	/ukr	/ukr	X
fis-5120	589	13	<	<	X
fis-5120	589	14	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	X
fis-5120	589	15	>	>	X
fis-5120	589	16	/enu	/enu	PUNCT
fis-5120	589	17	(	(	PUNCT
fis-5120	589	18	use	use	VERB
fis-5120	589	19	these	these	DET
fis-5120	589	20	settings	setting	NOUN
fis-5120	589	21	to	to	PART
fis-5120	589	22	create	create	VERB
fis-5120	589	23	adobe	adobe	PROPN
fis-5120	589	24	pdf	pdf	PROPN
fis-5120	589	25	documents	document	NOUN
fis-5120	589	26	best	well	ADV
fis-5120	589	27	suited	suit	VERB
fis-5120	589	28	for	for	ADP
fis-5120	589	29	high	high	ADJ
fis-5120	589	30	-	-	PUNCT
fis-5120	589	31	quality	quality	NOUN
fis-5120	589	32	prepress	prepress	NOUN
fis-5120	589	33	printing	printing	NOUN
fis-5120	589	34	.	.	PUNCT
fis-5120	590	1	created	create	VERB
fis-5120	590	2	pdf	pdf	NOUN
fis-5120	590	3	documents	document	NOUN
fis-5120	590	4	can	can	AUX
fis-5120	590	5	be	be	AUX
fis-5120	590	6	opened	open	VERB
fis-5120	590	7	with	with	ADP
fis-5120	590	8	acrobat	acrobat	PROPN
fis-5120	590	9	and	and	CCONJ
fis-5120	590	10	adobe	adobe	PROPN
fis-5120	590	11	reader	reader	PROPN
fis-5120	590	12	5.0	5.0	NUM
fis-5120	590	13	and	and	CCONJ
fis-5120	590	14	later	later	ADV
fis-5120	590	15	.	.	PUNCT
fis-5120	590	16	)	)	PUNCT
fis-5120	591	1	>	>	PUNCT
fis-5120	591	2	>	>	X
fis-5120	591	3	/namespace	/namespace	PUNCT
fis-5120	592	1	[	[	PUNCT
fis-5120	592	2	(	(	PUNCT
fis-5120	592	3	adobe	adobe	PROPN
fis-5120	592	4	)	)	PUNCT
fis-5120	592	5	(	(	PUNCT
fis-5120	592	6	common	common	ADJ
fis-5120	592	7	)	)	PUNCT
fis-5120	592	8	(	(	PUNCT
fis-5120	592	9	1.0	1.0	NUM
fis-5120	592	10	)	)	PUNCT
fis-5120	592	11	]	]	PUNCT
fis-5120	593	1	/othernamespaces	/othernamespace	VERB
fis-5120	593	2	[	[	PUNCT
fis-5120	593	3	<	<	X
fis-5120	593	4	<	<	X
fis-5120	593	5	/asreaderspreads	/asreaderspreads	X
fis-5120	593	6	false	false	ADJ
fis-5120	593	7	/cropimagestoframes	/cropimagestoframe	NOUN
fis-5120	593	8	true	true	ADJ
fis-5120	593	9	/errorcontrol	/errorcontrol	NOUN
fis-5120	594	1	/warnandcontinue	/warnandcontinue	PUNCT
fis-5120	594	2	/flattenerignorespreadoverrides	/flattenerignorespreadoverride	NOUN
fis-5120	594	3	false	false	ADJ
fis-5120	594	4	/includeguidesgrids	/includeguidesgrid	NOUN
fis-5120	594	5	false	false	ADJ
fis-5120	594	6	/includenonprinting	/includenonprinting	NOUN
fis-5120	594	7	false	false	ADJ
fis-5120	594	8	/includeslug	/includeslug	INTJ
fis-5120	594	9	false	false	ADJ
fis-5120	594	10	/namespace	/namespace	NOUN
fis-5120	595	1	[	[	PUNCT
fis-5120	595	2	(	(	PUNCT
fis-5120	595	3	adobe	adobe	PROPN
fis-5120	595	4	)	)	PUNCT
fis-5120	595	5	(	(	PUNCT
fis-5120	595	6	indesign	indesign	NOUN
fis-5120	595	7	)	)	PUNCT
fis-5120	595	8	(	(	PUNCT
fis-5120	595	9	4.0	4.0	NUM
fis-5120	595	10	)	)	PUNCT
fis-5120	595	11	]	]	PUNCT
fis-5120	595	12	/omitplacedbitmaps	/omitplacedbitmaps	PUNCT
fis-5120	596	1	false	false	ADJ
fis-5120	596	2	/omitplacedeps	/omitplacedeps	INTJ
fis-5120	596	3	false	false	ADJ
fis-5120	596	4	/omitplacedpdf	/omitplacedpdf	PUNCT
fis-5120	596	5	false	false	ADJ
fis-5120	596	6	/simulateoverprint	/simulateoverprint	NOUN
fis-5120	596	7	/legacy	/legacy	PUNCT
fis-5120	597	1	>	>	PUNCT
fis-5120	597	2	>	>	X
fis-5120	598	1	<	<	X
fis-5120	598	2	<	<	X
fis-5120	598	3	/addbleedmarks	/addbleedmarks	X
fis-5120	598	4	false	false	ADJ
fis-5120	598	5	/addcolorbars	/addcolorbars	INTJ
fis-5120	598	6	false	false	ADJ
fis-5120	598	7	/addcropmarks	/addcropmarks	PUNCT
fis-5120	598	8	false	false	ADJ
fis-5120	598	9	/addpageinfo	/addpageinfo	INTJ
fis-5120	598	10	false	false	ADJ
fis-5120	598	11	/addregmarks	/addregmark	NOUN
fis-5120	598	12	false	false	ADJ
fis-5120	598	13	/convertcolors	/convertcolor	NOUN
fis-5120	598	14	/converttocmyk	/converttocmyk	INTJ
fis-5120	598	15	/destinationprofilename	/destinationprofilename	PUNCT
fis-5120	598	16	(	(	PUNCT
fis-5120	598	17	)	)	PUNCT
fis-5120	598	18	/destinationprofileselector	/destinationprofileselector	NOUN
fis-5120	598	19	/documentcmyk	/documentcmyk	PUNCT
fis-5120	598	20	/downsample16bitimages	/downsample16bitimage	NOUN
fis-5120	598	21	true	true	ADJ
fis-5120	598	22	/flattenerpreset	/flattenerpreset	PUNCT
fis-5120	599	1	<	<	X
fis-5120	599	2	<	<	X
fis-5120	599	3	/presetselector	/presetselector	X
fis-5120	599	4	/mediumresolution	/mediumresolution	NOUN
fis-5120	599	5	>	>	PUNCT
fis-5120	599	6	>	>	X
fis-5120	599	7	/formelements	/formelement	NOUN
fis-5120	600	1	false	false	ADJ
fis-5120	600	2	/generatestructure	/generatestructure	PUNCT
fis-5120	600	3	false	false	ADJ
fis-5120	600	4	/includebookmarks	/includebookmark	NOUN
fis-5120	600	5	false	false	ADJ
fis-5120	600	6	/includehyperlinks	/includehyperlinks	INTJ
fis-5120	600	7	false	false	ADJ
fis-5120	600	8	/includeinteractive	/includeinteractive	ADJ
fis-5120	600	9	false	false	ADJ
fis-5120	600	10	/includelayers	/includelayer	NOUN
fis-5120	600	11	false	false	ADJ
fis-5120	600	12	/includeprofiles	/includeprofiles	INTJ
fis-5120	600	13	false	false	ADJ
fis-5120	600	14	/multimediahandling	/multimediahandling	NOUN
fis-5120	601	1	/useobjectsettings	/useobjectsettings	PRON
fis-5120	602	1	/namespace	/namespace	PUNCT
fis-5120	603	1	[	[	PUNCT
fis-5120	603	2	(	(	PUNCT
fis-5120	603	3	adobe	adobe	PROPN
fis-5120	603	4	)	)	PUNCT
fis-5120	603	5	(	(	PUNCT
fis-5120	603	6	creativesuite	creativesuite	NOUN
fis-5120	603	7	)	)	PUNCT
fis-5120	603	8	(	(	PUNCT
fis-5120	603	9	2.0	2.0	NUM
fis-5120	603	10	)	)	PUNCT
fis-5120	603	11	]	]	PUNCT
fis-5120	604	1	/pdfxoutputintentprofileselector	/pdfxoutputintentprofileselector	INTJ
fis-5120	604	2	/documentcmyk	/documentcmyk	PUNCT
fis-5120	605	1	/preserveediting	/preserveedite	VERB
fis-5120	605	2	true	true	ADJ
fis-5120	605	3	/untaggedcmykhandling	/untaggedcmykhandling	NOUN
fis-5120	605	4	/leaveuntagged	/leaveuntagge	VERB
fis-5120	605	5	/untaggedrgbhandling	/untaggedrgbhandling	NOUN
fis-5120	605	6	/usedocumentprofile	/usedocumentprofile	INTJ
fis-5120	605	7	/usedocumentbleed	/usedocumentbleed	NOUN
fis-5120	606	1	false	false	ADJ
fis-5120	606	2	>	>	PUNCT
fis-5120	606	3	>	>	X
fis-5120	606	4	]	]	PUNCT
fis-5120	606	5	>	>	PUNCT
fis-5120	606	6	>	>	X
fis-5120	606	7	setdistillerparams	setdistillerparam	NOUN
fis-5120	607	1	<	<	X
fis-5120	607	2	<	<	X
fis-5120	607	3	/hwresolution	/hwresolution	NOUN
fis-5120	608	1	[	[	X
fis-5120	608	2	2400	2400	NUM
fis-5120	608	3	2400	2400	NUM
fis-5120	608	4	]	]	PUNCT
fis-5120	608	5	/pagesize	/pagesize	X
fis-5120	609	1	[	[	X
fis-5120	609	2	612.000	612.000	NUM
fis-5120	609	3	792.000	792.000	NUM
fis-5120	609	4	]	]	PUNCT
fis-5120	609	5	>	>	PUNCT
fis-5120	609	6	>	>	X
fis-5120	609	7	setpagedevice	setpagedevice	PROPN