id	sid	tid	token	lemma	pos
cet-14380	1	1	doi	doi	NOUN
cet-14380	1	2	:	:	PUNCT
cet-14380	1	3	10.3303	10.3303	NUM
cet-14380	1	4	/	/	SYM
cet-14380	1	5	cet23107091	cet23107091	ADJ
cet-14380	1	6	paper	paper	NOUN
cet-14380	1	7	received	receive	VERB
cet-14380	1	8	:	:	PUNCT
cet-14380	1	9	03	03	NUM
cet-14380	1	10	april	april	PROPN
cet-14380	1	11	2023	2023	NUM
cet-14380	1	12	;	;	PUNCT
cet-14380	1	13	revised	revise	VERB
cet-14380	1	14	:	:	PUNCT
cet-14380	1	15	06	06	NUM
cet-14380	1	16	may	may	PROPN
cet-14380	1	17	2023	2023	NUM
cet-14380	1	18	;	;	PUNCT
cet-14380	1	19	accepted	accept	VERB
cet-14380	1	20	:	:	PUNCT
cet-14380	1	21	13	13	NUM
cet-14380	1	22	june	june	PROPN
cet-14380	1	23	2023	2023	NUM
cet-14380	1	24	please	please	INTJ
cet-14380	1	25	cite	cite	VERB
cet-14380	1	26	this	this	DET
cet-14380	1	27	article	article	NOUN
cet-14380	1	28	as	as	ADP
cet-14380	1	29	:	:	PUNCT
cet-14380	1	30	ray	ray	PROPN
cet-14380	1	31	r.p	r.p	PROPN
cet-14380	1	32	.	.	PROPN
cet-14380	1	33	,	,	PUNCT
cet-14380	1	34	alnmr	alnmr	PROPN
cet-14380	1	35	a.n	a.n	PROPN
cet-14380	1	36	.	.	PROPN
cet-14380	1	37	,	,	PUNCT
cet-14380	1	38	2023	2023	NUM
cet-14380	1	39	,	,	PUNCT
cet-14380	1	40	the	the	DET
cet-14380	1	41	significance	significance	NOUN
cet-14380	1	42	of	of	ADP
cet-14380	1	43	data	datum	NOUN
cet-14380	1	44	integration	integration	NOUN
cet-14380	1	45	in	in	ADP
cet-14380	1	46	geotechnical	geotechnical	ADJ
cet-14380	1	47	engineering	engineering	NOUN
cet-14380	1	48	:	:	PUNCT
cet-14380	1	49	mitigating	mitigate	VERB
cet-14380	1	50	risks	risk	NOUN
cet-14380	1	51	and	and	CCONJ
cet-14380	1	52	enhancing	enhance	VERB
cet-14380	1	53	damage	damage	NOUN
cet-14380	1	54	assessment	assessment	NOUN
cet-14380	1	55	of	of	ADP
cet-14380	1	56	expansive	expansive	ADJ
cet-14380	1	57	soils	soil	NOUN
cet-14380	1	58	,	,	PUNCT
cet-14380	1	59	chemical	chemical	ADJ
cet-14380	1	60	engineering	engineering	NOUN
cet-14380	1	61	transactions	transaction	NOUN
cet-14380	1	62	,	,	PUNCT
cet-14380	1	63	107	107	NUM
cet-14380	1	64	,	,	PUNCT
cet-14380	1	65	541	541	NUM
cet-14380	1	66	-	-	SYM
cet-14380	1	67	546	546	NUM
cet-14380	1	68	doi:10.3303	doi:10.3303	NOUN
cet-14380	1	69	/	/	SYM
cet-14380	1	70	cet23107091	cet23107091	ADJ
cet-14380	1	71	chemical	chemical	NOUN
cet-14380	1	72	engineering	engineering	NOUN
cet-14380	1	73	transactions	transaction	NOUN
cet-14380	1	74	vol	vol	NOUN
cet-14380	1	75	.	.	PUNCT
cet-14380	1	76	107	107	NUM
cet-14380	1	77	,	,	PUNCT
cet-14380	1	78	2023	2023	NUM
cet-14380	1	79	a	a	DET
cet-14380	1	80	publication	publication	NOUN
cet-14380	1	81	of	of	ADP
cet-14380	1	82	the	the	DET
cet-14380	1	83	italian	italian	ADJ
cet-14380	1	84	association	association	NOUN
cet-14380	1	85	of	of	ADP
cet-14380	1	86	chemical	chemical	PROPN
cet-14380	1	87	engineering	engineering	NOUN
cet-14380	1	88	online	online	ADV
cet-14380	1	89	at	at	ADP
cet-14380	1	90	www.cetjournal.it	www.cetjournal.it	PROPN
cet-14380	1	91	guest	guest	NOUN
cet-14380	1	92	editors	editor	NOUN
cet-14380	1	93	:	:	PUNCT
cet-14380	1	94	petar	petar	PROPN
cet-14380	1	95	s.	s.	PROPN
cet-14380	1	96	varbanov	varbanov	PROPN
cet-14380	1	97	,	,	PUNCT
cet-14380	1	98	bohong	bohong	PROPN
cet-14380	1	99	wang	wang	PROPN
cet-14380	1	100	,	,	PUNCT
cet-14380	1	101	petro	petro	NOUN
cet-14380	1	102	kapustenko	kapustenko	NOUN
cet-14380	1	103	copyright	copyright	NOUN
cet-14380	1	104	©	©	PROPN
cet-14380	1	105	2023	2023	NUM
cet-14380	1	106	,	,	PUNCT
cet-14380	1	107	aidic	aidic	ADJ
cet-14380	1	108	servizi	servizi	PROPN
cet-14380	1	109	s.r.l	s.r.l	NOUN
cet-14380	1	110	.	.	PUNCT
cet-14380	2	1	isbn	isbn	PROPN
cet-14380	2	2	979	979	NUM
cet-14380	2	3	-	-	SYM
cet-14380	2	4	12	12	NUM
cet-14380	2	5	-	-	PUNCT
cet-14380	2	6	81206	81206	NUM
cet-14380	2	7	-	-	PUNCT
cet-14380	2	8	07	07	NUM
cet-14380	2	9	-	-	PUNCT
cet-14380	2	10	6	6	NUM
cet-14380	2	11	;	;	PUNCT
cet-14380	2	12	issn	issn	PROPN
cet-14380	2	13	2283	2283	NUM
cet-14380	2	14	-	-	SYM
cet-14380	2	15	9216	9216	NUM
cet-14380	2	16	the	the	DET
cet-14380	2	17	significance	significance	NOUN
cet-14380	2	18	of	of	ADP
cet-14380	2	19	data	datum	NOUN
cet-14380	2	20	integration	integration	NOUN
cet-14380	2	21	in	in	ADP
cet-14380	2	22	geotechnical	geotechnical	ADJ
cet-14380	2	23	engineering	engineering	NOUN
cet-14380	2	24	:	:	PUNCT
cet-14380	2	25	mitigating	mitigate	VERB
cet-14380	2	26	risks	risk	NOUN
cet-14380	2	27	and	and	CCONJ
cet-14380	2	28	enhancing	enhance	VERB
cet-14380	2	29	damage	damage	NOUN
cet-14380	2	30	assessment	assessment	NOUN
cet-14380	2	31	of	of	ADP
cet-14380	2	32	expansive	expansive	ADJ
cet-14380	2	33	soils	soils	PROPN
cet-14380	2	34	richard	richard	PROPN
cet-14380	2	35	p.	p.	PROPN
cet-14380	2	36	ray	ray	PROPN
cet-14380	2	37	,	,	PUNCT
cet-14380	2	38	ammar	ammar	PROPN
cet-14380	2	39	n.	n.	PROPN
cet-14380	2	40	alnmr	alnmr	PROPN
cet-14380	2	41	*	*	PUNCT
cet-14380	2	42	széchenyi	széchenyi	PROPN
cet-14380	2	43	istván	istván	PROPN
cet-14380	2	44	university	university	PROPN
cet-14380	2	45	,	,	PUNCT
cet-14380	2	46	department	department	NOUN
cet-14380	2	47	of	of	ADP
cet-14380	2	48	structural	structural	ADJ
cet-14380	2	49	and	and	CCONJ
cet-14380	2	50	geotechnical	geotechnical	ADJ
cet-14380	2	51	engineering	engineering	NOUN
cet-14380	2	52	,	,	PUNCT
cet-14380	2	53	egyetem	egyetem	PROPN
cet-14380	2	54	tér	tér	X
cet-14380	2	55	1	1	NUM
cet-14380	2	56	,	,	PUNCT
cet-14380	2	57	győr	győr	PROPN
cet-14380	2	58	,	,	PUNCT
cet-14380	2	59	hungary	hungary	PROPN
cet-14380	2	60	alnmr.ammar@hallgato.sze.hu	alnmr.ammar@hallgato.sze.hu	PROPN
cet-14380	2	61	geotechnical	geotechnical	ADJ
cet-14380	2	62	engineering	engineering	NOUN
cet-14380	2	63	is	be	AUX
cet-14380	2	64	a	a	DET
cet-14380	2	65	data	data	NOUN
cet-14380	2	66	-	-	PUNCT
cet-14380	2	67	driven	drive	VERB
cet-14380	2	68	specialty	specialty	NOUN
cet-14380	2	69	that	that	PRON
cet-14380	2	70	models	model	VERB
cet-14380	2	71	the	the	DET
cet-14380	2	72	behavior	behavior	NOUN
cet-14380	2	73	of	of	ADP
cet-14380	2	74	soil	soil	NOUN
cet-14380	2	75	and	and	CCONJ
cet-14380	2	76	rock	rock	NOUN
cet-14380	2	77	as	as	ADP
cet-14380	2	78	engineering	engineering	NOUN
cet-14380	2	79	materials	material	NOUN
cet-14380	2	80	.	.	PUNCT
cet-14380	3	1	due	due	ADP
cet-14380	3	2	to	to	ADP
cet-14380	3	3	their	their	PRON
cet-14380	3	4	nature	nature	NOUN
cet-14380	3	5	,	,	PUNCT
cet-14380	3	6	however	however	ADV
cet-14380	3	7	,	,	PUNCT
cet-14380	3	8	much	much	ADJ
cet-14380	3	9	effort	effort	NOUN
cet-14380	3	10	is	be	AUX
cet-14380	3	11	directed	direct	VERB
cet-14380	3	12	toward	toward	ADP
cet-14380	3	13	defining	define	VERB
cet-14380	3	14	the	the	DET
cet-14380	3	15	material	material	NOUN
cet-14380	3	16	properties	property	NOUN
cet-14380	3	17	and	and	CCONJ
cet-14380	3	18	extent	extent	NOUN
cet-14380	3	19	of	of	ADP
cet-14380	3	20	various	various	ADJ
cet-14380	3	21	soil	soil	NOUN
cet-14380	3	22	and	and	CCONJ
cet-14380	3	23	rock	rock	NOUN
cet-14380	3	24	on	on	ADP
cet-14380	3	25	a	a	DET
cet-14380	3	26	site	site	NOUN
cet-14380	3	27	(	(	PUNCT
cet-14380	3	28	buildings	building	NOUN
cet-14380	3	29	,	,	PUNCT
cet-14380	3	30	bridges	bridge	NOUN
cet-14380	3	31	,	,	PUNCT
cet-14380	3	32	dams	dam	NOUN
cet-14380	3	33	)	)	PUNCT
cet-14380	3	34	or	or	CCONJ
cet-14380	3	35	region	region	NOUN
cet-14380	3	36	(	(	PUNCT
cet-14380	3	37	transportation	transportation	NOUN
cet-14380	3	38	infrastructure	infrastructure	NOUN
cet-14380	3	39	)	)	PUNCT
cet-14380	3	40	.	.	PUNCT
cet-14380	4	1	the	the	DET
cet-14380	4	2	great	great	ADJ
cet-14380	4	3	extent	extent	NOUN
cet-14380	4	4	and	and	CCONJ
cet-14380	4	5	variability	variability	NOUN
cet-14380	4	6	of	of	ADP
cet-14380	4	7	soil	soil	NOUN
cet-14380	4	8	as	as	ADP
cet-14380	4	9	an	an	DET
cet-14380	4	10	engineering	engineering	NOUN
cet-14380	4	11	material	material	NOUN
cet-14380	4	12	have	have	AUX
cet-14380	4	13	led	lead	VERB
cet-14380	4	14	to	to	ADP
cet-14380	4	15	the	the	DET
cet-14380	4	16	development	development	NOUN
cet-14380	4	17	of	of	ADP
cet-14380	4	18	material	material	NOUN
cet-14380	4	19	,	,	PUNCT
cet-14380	4	20	field	field	NOUN
cet-14380	4	21	exploration	exploration	NOUN
cet-14380	4	22	,	,	PUNCT
cet-14380	4	23	and	and	CCONJ
cet-14380	4	24	laboratory	laboratory	NOUN
cet-14380	4	25	testing	testing	NOUN
cet-14380	4	26	databases	database	NOUN
cet-14380	4	27	.	.	PUNCT
cet-14380	5	1	some	some	PRON
cet-14380	5	2	have	have	AUX
cet-14380	5	3	become	become	VERB
cet-14380	5	4	national	national	ADJ
cet-14380	5	5	in	in	ADP
cet-14380	5	6	scope	scope	NOUN
cet-14380	5	7	,	,	PUNCT
cet-14380	5	8	while	while	SCONJ
cet-14380	5	9	others	other	NOUN
cet-14380	5	10	have	have	AUX
cet-14380	5	11	expanded	expand	VERB
cet-14380	5	12	along	along	ADP
cet-14380	5	13	specialist	specialist	NOUN
cet-14380	5	14	lines	line	NOUN
cet-14380	5	15	(	(	PUNCT
cet-14380	5	16	e.g.	e.g.	ADV
cet-14380	5	17	,	,	PUNCT
cet-14380	5	18	earthquakes	earthquake	NOUN
cet-14380	5	19	,	,	PUNCT
cet-14380	5	20	landslides	landslide	NOUN
cet-14380	5	21	)	)	PUNCT
cet-14380	5	22	.	.	PUNCT
cet-14380	6	1	this	this	DET
cet-14380	6	2	paper	paper	NOUN
cet-14380	6	3	presents	present	VERB
cet-14380	6	4	a	a	DET
cet-14380	6	5	typical	typical	ADJ
cet-14380	6	6	application	application	NOUN
cet-14380	6	7	that	that	PRON
cet-14380	6	8	investigates	investigate	VERB
cet-14380	6	9	the	the	DET
cet-14380	6	10	impact	impact	NOUN
cet-14380	6	11	of	of	ADP
cet-14380	6	12	swelling	swell	VERB
cet-14380	6	13	clays	clay	NOUN
cet-14380	6	14	and	and	CCONJ
cet-14380	6	15	discusses	discuss	VERB
cet-14380	6	16	its	its	PRON
cet-14380	6	17	integration	integration	NOUN
cet-14380	6	18	into	into	ADP
cet-14380	6	19	the	the	DET
cet-14380	6	20	benip	benip	NOUN
cet-14380	6	21	framework	framework	NOUN
cet-14380	6	22	,	,	PUNCT
cet-14380	6	23	with	with	ADP
cet-14380	6	24	an	an	DET
cet-14380	6	25	emphasis	emphasis	NOUN
cet-14380	6	26	on	on	ADP
cet-14380	6	27	its	its	PRON
cet-14380	6	28	role	role	NOUN
cet-14380	6	29	in	in	ADP
cet-14380	6	30	advancing	advance	VERB
cet-14380	6	31	sustainability	sustainability	NOUN
cet-14380	6	32	in	in	ADP
cet-14380	6	33	geotechnical	geotechnical	ADJ
cet-14380	6	34	engineering	engineering	NOUN
cet-14380	6	35	.	.	PUNCT
cet-14380	7	1	the	the	DET
cet-14380	7	2	study	study	NOUN
cet-14380	7	3	employs	employ	VERB
cet-14380	7	4	artificial	artificial	ADJ
cet-14380	7	5	neural	neural	ADJ
cet-14380	7	6	networks	network	NOUN
cet-14380	7	7	as	as	ADP
cet-14380	7	8	a	a	DET
cet-14380	7	9	modeling	modeling	NOUN
cet-14380	7	10	tool	tool	NOUN
cet-14380	7	11	to	to	PART
cet-14380	7	12	predict	predict	VERB
cet-14380	7	13	crucial	crucial	ADJ
cet-14380	7	14	parameters	parameter	NOUN
cet-14380	7	15	such	such	ADJ
cet-14380	7	16	as	as	ADP
cet-14380	7	17	dry	dry	ADJ
cet-14380	7	18	density	density	NOUN
cet-14380	7	19	and	and	CCONJ
cet-14380	7	20	in	in	ADP
cet-14380	7	21	-	-	PUNCT
cet-14380	7	22	situ	situ	NOUN
cet-14380	7	23	confining	confining	NOUN
cet-14380	7	24	stress	stress	NOUN
cet-14380	7	25	,	,	PUNCT
cet-14380	7	26	which	which	PRON
cet-14380	7	27	directly	directly	ADV
cet-14380	7	28	influence	influence	VERB
cet-14380	7	29	volumetric	volumetric	NOUN
cet-14380	7	30	changes	change	NOUN
cet-14380	7	31	in	in	ADP
cet-14380	7	32	the	the	DET
cet-14380	7	33	soil	soil	NOUN
cet-14380	7	34	.	.	PUNCT
cet-14380	8	1	by	by	ADP
cet-14380	8	2	minimizing	minimize	VERB
cet-14380	8	3	these	these	DET
cet-14380	8	4	changes	change	NOUN
cet-14380	8	5	,	,	PUNCT
cet-14380	8	6	potential	potential	ADJ
cet-14380	8	7	damage	damage	NOUN
cet-14380	8	8	associated	associate	VERB
cet-14380	8	9	with	with	ADP
cet-14380	8	10	swelling	swell	VERB
cet-14380	8	11	clays	clay	NOUN
cet-14380	8	12	,	,	PUNCT
cet-14380	8	13	including	include	VERB
cet-14380	8	14	ground	ground	NOUN
cet-14380	8	15	movement	movement	NOUN
cet-14380	8	16	,	,	PUNCT
cet-14380	8	17	foundation	foundation	NOUN
cet-14380	8	18	deterioration	deterioration	NOUN
cet-14380	8	19	,	,	PUNCT
cet-14380	8	20	and	and	CCONJ
cet-14380	8	21	infrastructure	infrastructure	NOUN
cet-14380	8	22	instability	instability	NOUN
cet-14380	8	23	,	,	PUNCT
cet-14380	8	24	can	can	AUX
cet-14380	8	25	be	be	AUX
cet-14380	8	26	mitigated	mitigate	VERB
cet-14380	8	27	.	.	PUNCT
cet-14380	9	1	the	the	DET
cet-14380	9	2	results	result	NOUN
cet-14380	9	3	of	of	ADP
cet-14380	9	4	the	the	DET
cet-14380	9	5	study	study	NOUN
cet-14380	9	6	exhibit	exhibit	VERB
cet-14380	9	7	promising	promise	VERB
cet-14380	9	8	outcomes	outcome	NOUN
cet-14380	9	9	,	,	PUNCT
cet-14380	9	10	signifying	signify	VERB
cet-14380	9	11	the	the	DET
cet-14380	9	12	potential	potential	ADJ
cet-14380	9	13	effectiveness	effectiveness	NOUN
cet-14380	9	14	of	of	ADP
cet-14380	9	15	the	the	DET
cet-14380	9	16	proposed	propose	VERB
cet-14380	9	17	neural	neural	ADJ
cet-14380	9	18	network	network	NOUN
cet-14380	9	19	models	model	NOUN
cet-14380	9	20	in	in	ADP
cet-14380	9	21	promoting	promote	VERB
cet-14380	9	22	sustainability	sustainability	NOUN
cet-14380	9	23	in	in	ADP
cet-14380	9	24	geotechnical	geotechnical	ADJ
cet-14380	9	25	engineering	engineering	NOUN
cet-14380	9	26	.	.	PUNCT
cet-14380	10	1	1	1	X
cet-14380	10	2	.	.	X
cet-14380	10	3	introduction	introduction	NOUN
cet-14380	10	4	geotechnical	geotechnical	ADJ
cet-14380	10	5	engineers	engineer	NOUN
cet-14380	10	6	continuously	continuously	ADV
cet-14380	10	7	enhance	enhance	VERB
cet-14380	10	8	field	field	NOUN
cet-14380	10	9	and	and	CCONJ
cet-14380	10	10	lab	lab	NOUN
cet-14380	10	11	methods	method	NOUN
cet-14380	10	12	to	to	PART
cet-14380	10	13	comprehend	comprehend	VERB
cet-14380	10	14	the	the	DET
cet-14380	10	15	interactions	interaction	NOUN
cet-14380	10	16	between	between	ADP
cet-14380	10	17	the	the	DET
cet-14380	10	18	built	build	VERB
cet-14380	10	19	environment	environment	NOUN
cet-14380	10	20	and	and	CCONJ
cet-14380	10	21	the	the	DET
cet-14380	10	22	soils	soil	NOUN
cet-14380	10	23	that	that	PRON
cet-14380	10	24	support	support	VERB
cet-14380	10	25	it	it	PRON
cet-14380	10	26	.	.	PUNCT
cet-14380	11	1	these	these	DET
cet-14380	11	2	improvements	improvement	NOUN
cet-14380	11	3	include	include	VERB
cet-14380	11	4	better	well	ADJ
cet-14380	11	5	equipment	equipment	NOUN
cet-14380	11	6	and	and	CCONJ
cet-14380	11	7	sensors	sensor	NOUN
cet-14380	11	8	,	,	PUNCT
cet-14380	11	9	more	more	ADV
cet-14380	11	10	sophisticated	sophisticated	ADJ
cet-14380	11	11	analysis	analysis	NOUN
cet-14380	11	12	methods	method	NOUN
cet-14380	11	13	,	,	PUNCT
cet-14380	11	14	and	and	CCONJ
cet-14380	11	15	a	a	DET
cet-14380	11	16	greater	great	ADJ
cet-14380	11	17	appreciation	appreciation	NOUN
cet-14380	11	18	for	for	ADP
cet-14380	11	19	the	the	DET
cet-14380	11	20	holistic	holistic	ADJ
cet-14380	11	21	approach	approach	NOUN
cet-14380	11	22	to	to	ADP
cet-14380	11	23	building	building	NOUN
cet-14380	11	24	.	.	PUNCT
cet-14380	12	1	a	a	DET
cet-14380	12	2	logical	logical	ADJ
cet-14380	12	3	next	next	ADJ
cet-14380	12	4	step	step	NOUN
cet-14380	12	5	would	would	AUX
cet-14380	12	6	be	be	AUX
cet-14380	12	7	integrating	integrate	VERB
cet-14380	12	8	those	those	DET
cet-14380	12	9	improvements	improvement	NOUN
cet-14380	12	10	into	into	ADP
cet-14380	12	11	a	a	DET
cet-14380	12	12	more	more	ADV
cet-14380	12	13	comprehensive	comprehensive	ADJ
cet-14380	12	14	platform	platform	NOUN
cet-14380	12	15	such	such	ADJ
cet-14380	12	16	as	as	ADP
cet-14380	12	17	benip	benip	NOUN
cet-14380	12	18	.	.	PUNCT
cet-14380	13	1	the	the	DET
cet-14380	13	2	built	build	VERB
cet-14380	13	3	environment	environment	NOUN
cet-14380	13	4	information	information	NOUN
cet-14380	13	5	platform	platform	NOUN
cet-14380	13	6	(	(	PUNCT
cet-14380	13	7	benip	benip	PROPN
cet-14380	13	8	)	)	PUNCT
cet-14380	13	9	creates	create	VERB
cet-14380	13	10	a	a	DET
cet-14380	13	11	highly	highly	ADV
cet-14380	13	12	contextual	contextual	ADJ
cet-14380	13	13	information	information	NOUN
cet-14380	13	14	platform	platform	NOUN
cet-14380	13	15	that	that	PRON
cet-14380	13	16	connects	connect	VERB
cet-14380	13	17	city	city	NOUN
cet-14380	13	18	planning	planning	NOUN
cet-14380	13	19	and	and	CCONJ
cet-14380	13	20	development	development	NOUN
cet-14380	13	21	to	to	ADP
cet-14380	13	22	traditional	traditional	ADJ
cet-14380	13	23	domains	domain	NOUN
cet-14380	13	24	of	of	ADP
cet-14380	13	25	architecture	architecture	NOUN
cet-14380	13	26	,	,	PUNCT
cet-14380	13	27	civil	civil	ADJ
cet-14380	13	28	,	,	PUNCT
cet-14380	13	29	and	and	CCONJ
cet-14380	13	30	transportation	transportation	NOUN
cet-14380	13	31	engineering	engineering	NOUN
cet-14380	13	32	via	via	ADP
cet-14380	13	33	digital	digital	ADJ
cet-14380	13	34	realities	reality	NOUN
cet-14380	13	35	(	(	PUNCT
cet-14380	13	36	virtual	virtual	ADJ
cet-14380	13	37	reality	reality	NOUN
cet-14380	13	38	,	,	PUNCT
cet-14380	13	39	augmented	augment	VERB
cet-14380	13	40	reality	reality	NOUN
cet-14380	13	41	,	,	PUNCT
cet-14380	13	42	simulations	simulation	NOUN
cet-14380	13	43	,	,	PUNCT
cet-14380	13	44	and	and	CCONJ
cet-14380	13	45	real	real	ADJ
cet-14380	13	46	/	/	SYM
cet-14380	13	47	virtual	virtual	ADJ
cet-14380	13	48	twins	twin	NOUN
cet-14380	13	49	)	)	PUNCT
cet-14380	13	50	(	(	PUNCT
cet-14380	13	51	horváth	horváth	ADV
cet-14380	13	52	et	et	PROPN
cet-14380	13	53	al	al	PROPN
cet-14380	13	54	.	.	PROPN
cet-14380	13	55	,	,	PUNCT
cet-14380	13	56	2023	2023	NUM
cet-14380	13	57	)	)	PUNCT
cet-14380	13	58	.	.	PUNCT
cet-14380	14	1	this	this	DET
cet-14380	14	2	paper	paper	NOUN
cet-14380	14	3	examines	examine	VERB
cet-14380	14	4	geotechnical	geotechnical	ADJ
cet-14380	14	5	engineering	engineering	NOUN
cet-14380	14	6	's	's	PART
cet-14380	14	7	role	role	NOUN
cet-14380	14	8	in	in	ADP
cet-14380	14	9	an	an	DET
cet-14380	14	10	integrated	integrate	VERB
cet-14380	14	11	information	information	NOUN
cet-14380	14	12	platform	platform	NOUN
cet-14380	14	13	shared	share	VERB
cet-14380	14	14	among	among	ADP
cet-14380	14	15	stakeholders	stakeholder	NOUN
cet-14380	14	16	,	,	PUNCT
cet-14380	14	17	enabled	enable	VERB
cet-14380	14	18	by	by	ADP
cet-14380	14	19	artificial	artificial	ADJ
cet-14380	14	20	intelligence	intelligence	NOUN
cet-14380	14	21	and	and	CCONJ
cet-14380	14	22	specialized	specialized	ADJ
cet-14380	14	23	modeling	modeling	NOUN
cet-14380	14	24	.	.	PUNCT
cet-14380	15	1	it	it	PRON
cet-14380	15	2	presents	present	VERB
cet-14380	15	3	a	a	DET
cet-14380	15	4	geotechnical	geotechnical	ADJ
cet-14380	15	5	background	background	NOUN
cet-14380	15	6	,	,	PUNCT
cet-14380	15	7	explores	explore	VERB
cet-14380	15	8	the	the	DET
cet-14380	15	9	significance	significance	NOUN
cet-14380	15	10	of	of	ADP
cet-14380	15	11	geotechnical	geotechnical	ADJ
cet-14380	15	12	databases	database	NOUN
cet-14380	15	13	,	,	PUNCT
cet-14380	15	14	and	and	CCONJ
cet-14380	15	15	discusses	discuss	VERB
cet-14380	15	16	a	a	DET
cet-14380	15	17	geotechnical	geotechnical	ADJ
cet-14380	15	18	application	application	NOUN
cet-14380	15	19	utilizing	utilize	VERB
cet-14380	15	20	artificial	artificial	ADJ
cet-14380	15	21	neural	neural	ADJ
cet-14380	15	22	networks	network	NOUN
cet-14380	15	23	(	(	PUNCT
cet-14380	15	24	anns	anns	PROPN
cet-14380	15	25	)	)	PUNCT
cet-14380	15	26	to	to	PART
cet-14380	15	27	address	address	VERB
cet-14380	15	28	essential	essential	ADJ
cet-14380	15	29	parameters	parameter	NOUN
cet-14380	15	30	such	such	ADJ
cet-14380	15	31	as	as	ADP
cet-14380	15	32	dry	dry	ADJ
cet-14380	15	33	density	density	NOUN
cet-14380	15	34	and	and	CCONJ
cet-14380	15	35	applied	apply	VERB
cet-14380	15	36	stress	stress	NOUN
cet-14380	15	37	.	.	PUNCT
cet-14380	16	1	several	several	ADJ
cet-14380	16	2	studies	study	NOUN
cet-14380	16	3	have	have	AUX
cet-14380	16	4	demonstrated	demonstrate	VERB
cet-14380	16	5	the	the	DET
cet-14380	16	6	effectiveness	effectiveness	NOUN
cet-14380	16	7	of	of	ADP
cet-14380	16	8	anns	anns	NOUN
cet-14380	16	9	in	in	ADP
cet-14380	16	10	predicting	predict	VERB
cet-14380	16	11	soil	soil	NOUN
cet-14380	16	12	-	-	PUNCT
cet-14380	16	13	related	relate	VERB
cet-14380	16	14	phenomena	phenomenon	NOUN
cet-14380	16	15	.	.	PUNCT
cet-14380	17	1	for	for	ADP
cet-14380	17	2	instance	instance	NOUN
cet-14380	17	3	,	,	PUNCT
cet-14380	17	4	(	(	PUNCT
cet-14380	17	5	ashayeri	ashayeri	VERB
cet-14380	17	6	et	et	PROPN
cet-14380	17	7	al	al	PROPN
cet-14380	17	8	.	.	PROPN
cet-14380	17	9	,	,	PUNCT
cet-14380	17	10	2009	2009	NUM
cet-14380	17	11	)	)	PUNCT
cet-14380	17	12	)	)	PUNCT
cet-14380	18	1	estimated	estimate	VERB
cet-14380	18	2	the	the	DET
cet-14380	18	3	amplitude	amplitude	NOUN
cet-14380	18	4	and	and	CCONJ
cet-14380	18	5	swelling	swell	VERB
cet-14380	18	6	pressure	pressure	NOUN
cet-14380	18	7	of	of	ADP
cet-14380	18	8	unsaturated	unsaturated	ADJ
cet-14380	18	9	clay	clay	NOUN
cet-14380	18	10	using	use	VERB
cet-14380	18	11	anns	ann	NOUN
cet-14380	18	12	.	.	PUNCT
cet-14380	19	1	(	(	PUNCT
cet-14380	19	2	merouane	merouane	NOUN
cet-14380	19	3	,	,	PUNCT
cet-14380	19	4	2018	2018	NUM
cet-14380	19	5	)	)	PUNCT
cet-14380	19	6	used	use	VERB
cet-14380	19	7	anns	ann	NOUN
cet-14380	19	8	to	to	PART
cet-14380	19	9	estimate	estimate	VERB
cet-14380	19	10	the	the	DET
cet-14380	19	11	swelling	swell	VERB
cet-14380	19	12	pressure	pressure	NOUN
cet-14380	19	13	of	of	ADP
cet-14380	19	14	expansive	expansive	ADJ
cet-14380	19	15	soils	soil	NOUN
cet-14380	19	16	.	.	PUNCT
cet-14380	20	1	additionally	additionally	ADV
cet-14380	20	2	,	,	PUNCT
cet-14380	20	3	(	(	PUNCT
cet-14380	20	4	dutta	dutta	NOUN
cet-14380	20	5	et	et	PROPN
cet-14380	20	6	al	al	PROPN
cet-14380	20	7	.	.	PROPN
cet-14380	20	8	,	,	PUNCT
cet-14380	20	9	2019	2019	NUM
cet-14380	20	10	)	)	PUNCT
cet-14380	20	11	utilized	utilize	VERB
cet-14380	20	12	anns	ann	NOUN
cet-14380	20	13	to	to	PART
cet-14380	20	14	predict	predict	VERB
cet-14380	20	15	the	the	DET
cet-14380	20	16	free	free	ADJ
cet-14380	20	17	swell	swell	NOUN
cet-14380	20	18	index	index	NOUN
cet-14380	20	19	of	of	ADP
cet-14380	20	20	expansive	expansive	ADJ
cet-14380	20	21	soil	soil	NOUN
cet-14380	20	22	.	.	PUNCT
cet-14380	21	1	notably	notably	ADV
cet-14380	21	2	,	,	PUNCT
cet-14380	21	3	previous	previous	ADJ
cet-14380	21	4	studies	study	NOUN
cet-14380	21	5	have	have	AUX
cet-14380	21	6	overlooked	overlook	VERB
cet-14380	21	7	the	the	DET
cet-14380	21	8	importance	importance	NOUN
cet-14380	21	9	of	of	ADP
cet-14380	21	10	addressing	address	VERB
cet-14380	21	11	dry	dry	ADJ
cet-14380	21	12	density	density	NOUN
cet-14380	21	13	and	and	CCONJ
cet-14380	21	14	applied	apply	VERB
cet-14380	21	15	stress	stress	NOUN
cet-14380	21	16	,	,	PUNCT
cet-14380	21	17	underscoring	underscore	VERB
cet-14380	21	18	the	the	DET
cet-14380	21	19	novelty	novelty	NOUN
cet-14380	21	20	and	and	CCONJ
cet-14380	21	21	value	value	NOUN
cet-14380	21	22	of	of	ADP
cet-14380	21	23	this	this	DET
cet-14380	21	24	research	research	NOUN
cet-14380	21	25	.	.	PUNCT
cet-14380	22	1	the	the	DET
cet-14380	22	2	scientific	scientific	ADJ
cet-14380	22	3	hypothesis	hypothesis	NOUN
cet-14380	22	4	of	of	ADP
cet-14380	22	5	this	this	DET
cet-14380	22	6	research	research	NOUN
cet-14380	22	7	is	be	AUX
cet-14380	22	8	to	to	PART
cet-14380	22	9	investigate	investigate	VERB
cet-14380	22	10	the	the	DET
cet-14380	22	11	potential	potential	NOUN
cet-14380	22	12	of	of	ADP
cet-14380	22	13	artificial	artificial	ADJ
cet-14380	22	14	neural	neural	ADJ
cet-14380	22	15	networks	network	NOUN
cet-14380	22	16	(	(	PUNCT
cet-14380	22	17	anns	anns	PROPN
cet-14380	22	18	)	)	PUNCT
cet-14380	22	19	in	in	ADP
cet-14380	22	20	predicting	predict	VERB
cet-14380	22	21	crucial	crucial	ADJ
cet-14380	22	22	geotechnical	geotechnical	ADJ
cet-14380	22	23	parameters	parameter	NOUN
cet-14380	22	24	within	within	ADP
cet-14380	22	25	the	the	DET
cet-14380	22	26	benip	benip	NOUN
cet-14380	22	27	framework	framework	NOUN
cet-14380	22	28	,	,	PUNCT
cet-14380	22	29	addressing	address	VERB
cet-14380	22	30	swelling	swell	VERB
cet-14380	22	31	clays	clay	NOUN
cet-14380	22	32	,	,	PUNCT
cet-14380	22	33	and	and	CCONJ
cet-14380	22	34	promoting	promote	VERB
cet-14380	22	35	sustainability	sustainability	NOUN
cet-14380	22	36	.	.	PUNCT
cet-14380	23	1	anns	anns	PROPN
cet-14380	23	2	were	be	AUX
cet-14380	23	3	chosen	choose	VERB
cet-14380	23	4	based	base	VERB
cet-14380	23	5	on	on	ADP
cet-14380	23	6	prior	prior	ADJ
cet-14380	23	7	successful	successful	ADJ
cet-14380	23	8	studies	study	NOUN
cet-14380	23	9	.	.	PUNCT
cet-14380	24	1	the	the	DET
cet-14380	24	2	procedure	procedure	NOUN
cet-14380	24	3	involves	involve	VERB
cet-14380	24	4	analyzing	analyze	VERB
cet-14380	24	5	geotechnical	geotechnical	ADJ
cet-14380	24	6	data	datum	NOUN
cet-14380	24	7	using	use	VERB
cet-14380	24	8	anns	ann	NOUN
cet-14380	24	9	to	to	PART
cet-14380	24	10	develop	develop	VERB
cet-14380	24	11	correlations	correlation	NOUN
cet-14380	24	12	for	for	ADP
cet-14380	24	13	effective	effective	ADJ
cet-14380	24	14	decision	decision	NOUN
cet-14380	24	15	-	-	PUNCT
cet-14380	24	16	making	making	NOUN
cet-14380	24	17	,	,	PUNCT
cet-14380	24	18	mitigating	mitigate	VERB
cet-14380	24	19	potential	potential	ADJ
cet-14380	24	20	damage	damage	NOUN
cet-14380	24	21	caused	cause	VERB
cet-14380	24	22	by	by	ADP
cet-14380	24	23	swelling	swell	VERB
cet-14380	24	24	clays	clay	NOUN
cet-14380	24	25	.	.	PUNCT
cet-14380	25	1	541	541	NUM
cet-14380	25	2	2	2	NUM
cet-14380	25	3	.	.	PUNCT
cet-14380	25	4	geotechnical	geotechnical	ADJ
cet-14380	25	5	background	background	NOUN
cet-14380	25	6	the	the	DET
cet-14380	25	7	geotechnical	geotechnical	ADJ
cet-14380	25	8	engineering	engineering	NOUN
cet-14380	25	9	discipline	discipline	NOUN
cet-14380	25	10	has	have	AUX
cet-14380	25	11	been	be	AUX
cet-14380	25	12	data	data	NOUN
cet-14380	25	13	-	-	PUNCT
cet-14380	25	14	driven	drive	VERB
cet-14380	25	15	since	since	SCONJ
cet-14380	25	16	its	its	PRON
cet-14380	25	17	early	early	ADJ
cet-14380	25	18	years	year	NOUN
cet-14380	25	19	(	(	PUNCT
cet-14380	25	20	1920	1920	NUM
cet-14380	25	21	’s	’s	PART
cet-14380	25	22	)	)	PUNCT
cet-14380	25	23	and	and	CCONJ
cet-14380	25	24	continues	continue	VERB
cet-14380	25	25	in	in	ADP
cet-14380	25	26	that	that	DET
cet-14380	25	27	direction	direction	NOUN
cet-14380	25	28	.	.	PUNCT
cet-14380	26	1	the	the	DET
cet-14380	26	2	reason	reason	NOUN
cet-14380	26	3	for	for	ADP
cet-14380	26	4	such	such	DET
cet-14380	26	5	an	an	DET
cet-14380	26	6	approach	approach	NOUN
cet-14380	26	7	lies	lie	VERB
cet-14380	26	8	in	in	ADP
cet-14380	26	9	the	the	DET
cet-14380	26	10	nature	nature	NOUN
cet-14380	26	11	of	of	ADP
cet-14380	26	12	soil	soil	NOUN
cet-14380	26	13	and	and	CCONJ
cet-14380	26	14	rock	rock	NOUN
cet-14380	26	15	:	:	PUNCT
cet-14380	26	16	their	their	PRON
cet-14380	26	17	properties	property	NOUN
cet-14380	26	18	and	and	CCONJ
cet-14380	26	19	distribution	distribution	NOUN
cet-14380	26	20	may	may	AUX
cet-14380	26	21	be	be	AUX
cet-14380	26	22	highly	highly	ADV
cet-14380	26	23	variable	variable	ADJ
cet-14380	26	24	,	,	PUNCT
cet-14380	26	25	their	their	PRON
cet-14380	26	26	behavior	behavior	NOUN
cet-14380	26	27	changes	change	VERB
cet-14380	26	28	due	due	ADJ
cet-14380	26	29	to	to	ADP
cet-14380	26	30	the	the	DET
cet-14380	26	31	presence	presence	NOUN
cet-14380	26	32	or	or	CCONJ
cet-14380	26	33	absence	absence	NOUN
cet-14380	26	34	of	of	ADP
cet-14380	26	35	water	water	NOUN
cet-14380	26	36	,	,	PUNCT
cet-14380	26	37	and	and	CCONJ
cet-14380	26	38	their	their	PRON
cet-14380	26	39	sheer	sheer	ADJ
cet-14380	26	40	volume	volume	NOUN
cet-14380	26	41	within	within	ADP
cet-14380	26	42	a	a	DET
cet-14380	26	43	site	site	NOUN
cet-14380	26	44	.	.	PUNCT
cet-14380	27	1	soil	soil	NOUN
cet-14380	27	2	hydraulic	hydraulic	ADJ
cet-14380	27	3	conductivity	conductivity	NOUN
cet-14380	27	4	may	may	AUX
cet-14380	27	5	vary	vary	VERB
cet-14380	27	6	over	over	ADP
cet-14380	27	7	12	12	NUM
cet-14380	27	8	orders	order	NOUN
cet-14380	27	9	of	of	ADP
cet-14380	27	10	magnitude	magnitude	NOUN
cet-14380	27	11	;	;	PUNCT
cet-14380	27	12	particle	particle	NOUN
cet-14380	27	13	sizes	size	NOUN
cet-14380	27	14	may	may	AUX
cet-14380	27	15	be	be	AUX
cet-14380	27	16	m	m	PRON
cet-14380	27	17	or	or	CCONJ
cet-14380	27	18	nm	nm	ADJ
cet-14380	27	19	;	;	PUNCT
cet-14380	27	20	strength	strength	NOUN
cet-14380	27	21	and	and	CCONJ
cet-14380	27	22	stiffness	stiffness	NOUN
cet-14380	27	23	(	(	PUNCT
cet-14380	27	24	modulus	modulus	NOUN
cet-14380	27	25	)	)	PUNCT
cet-14380	27	26	may	may	AUX
cet-14380	27	27	differ	differ	VERB
cet-14380	27	28	by	by	ADP
cet-14380	27	29	a	a	DET
cet-14380	27	30	factor	factor	NOUN
cet-14380	27	31	of	of	ADP
cet-14380	27	32	106	106	NUM
cet-14380	27	33	.	.	PUNCT
cet-14380	28	1	most	most	ADJ
cet-14380	28	2	of	of	ADP
cet-14380	28	3	these	these	DET
cet-14380	28	4	materials	material	NOUN
cet-14380	28	5	were	be	AUX
cet-14380	28	6	deposited	deposit	VERB
cet-14380	28	7	or	or	CCONJ
cet-14380	28	8	arranged	arrange	VERB
cet-14380	28	9	through	through	ADP
cet-14380	28	10	natural	natural	ADJ
cet-14380	28	11	processes	process	NOUN
cet-14380	28	12	that	that	PRON
cet-14380	28	13	take	take	VERB
cet-14380	28	14	place	place	NOUN
cet-14380	28	15	over	over	ADP
cet-14380	28	16	a	a	DET
cet-14380	28	17	period	period	NOUN
cet-14380	28	18	of	of	ADP
cet-14380	28	19	millions	million	NOUN
cet-14380	28	20	of	of	ADP
cet-14380	28	21	years	year	NOUN
cet-14380	28	22	(	(	PUNCT
cet-14380	28	23	geologic	geologic	NOUN
cet-14380	28	24	)	)	PUNCT
cet-14380	28	25	or	or	CCONJ
cet-14380	28	26	seconds	second	NOUN
cet-14380	28	27	(	(	PUNCT
cet-14380	28	28	earthquakes	earthquake	NOUN
cet-14380	28	29	)	)	PUNCT
cet-14380	28	30	.	.	PUNCT
cet-14380	29	1	defining	define	VERB
cet-14380	29	2	material	material	NOUN
cet-14380	29	3	behavior	behavior	NOUN
cet-14380	29	4	is	be	AUX
cet-14380	29	5	a	a	DET
cet-14380	29	6	crucial	crucial	ADJ
cet-14380	29	7	task	task	NOUN
cet-14380	29	8	for	for	ADP
cet-14380	29	9	geotechnical	geotechnical	ADJ
cet-14380	29	10	engineers	engineer	NOUN
cet-14380	29	11	,	,	PUNCT
cet-14380	29	12	and	and	CCONJ
cet-14380	29	13	a	a	DET
cet-14380	29	14	large	large	ADJ
cet-14380	29	15	amount	amount	NOUN
cet-14380	29	16	of	of	ADP
cet-14380	29	17	effort	effort	NOUN
cet-14380	29	18	is	be	AUX
cet-14380	29	19	devoted	devote	VERB
cet-14380	29	20	to	to	ADP
cet-14380	29	21	that	that	DET
cet-14380	29	22	task	task	NOUN
cet-14380	29	23	in	in	ADP
cet-14380	29	24	every	every	DET
cet-14380	29	25	project	project	NOUN
cet-14380	29	26	.	.	PUNCT
cet-14380	30	1	existing	exist	VERB
cet-14380	30	2	data	datum	NOUN
cet-14380	30	3	is	be	AUX
cet-14380	30	4	collected	collect	VERB
cet-14380	30	5	through	through	ADP
cet-14380	30	6	gis	gis	NOUN
cet-14380	30	7	and	and	CCONJ
cet-14380	30	8	historical	historical	ADJ
cet-14380	30	9	records	record	NOUN
cet-14380	30	10	,	,	PUNCT
cet-14380	30	11	and	and	CCONJ
cet-14380	30	12	then	then	ADV
cet-14380	30	13	field	field	NOUN
cet-14380	30	14	investigations	investigation	NOUN
cet-14380	30	15	are	be	AUX
cet-14380	30	16	planned	plan	VERB
cet-14380	30	17	based	base	VERB
cet-14380	30	18	on	on	ADP
cet-14380	30	19	the	the	DET
cet-14380	30	20	objectives	objective	NOUN
cet-14380	30	21	of	of	ADP
cet-14380	30	22	the	the	DET
cet-14380	30	23	project	project	NOUN
cet-14380	30	24	.	.	PUNCT
cet-14380	31	1	such	such	ADJ
cet-14380	31	2	investigations	investigation	NOUN
cet-14380	31	3	may	may	AUX
cet-14380	31	4	require	require	VERB
cet-14380	31	5	only	only	ADV
cet-14380	31	6	a	a	DET
cet-14380	31	7	modest	modest	ADJ
cet-14380	31	8	amount	amount	NOUN
cet-14380	31	9	of	of	ADP
cet-14380	31	10	exploration	exploration	NOUN
cet-14380	31	11	and	and	CCONJ
cet-14380	31	12	require	require	VERB
cet-14380	31	13	less	less	ADJ
cet-14380	31	14	than	than	ADP
cet-14380	31	15	a	a	DET
cet-14380	31	16	week	week	NOUN
cet-14380	31	17	,	,	PUNCT
cet-14380	31	18	while	while	SCONJ
cet-14380	31	19	others	other	NOUN
cet-14380	31	20	are	be	AUX
cet-14380	31	21	very	very	ADV
cet-14380	31	22	extensive	extensive	ADJ
cet-14380	31	23	and	and	CCONJ
cet-14380	31	24	require	require	VERB
cet-14380	31	25	several	several	ADJ
cet-14380	31	26	years	year	NOUN
cet-14380	31	27	to	to	PART
cet-14380	31	28	complete	complete	VERB
cet-14380	31	29	.	.	PUNCT
cet-14380	32	1	there	there	PRON
cet-14380	32	2	are	be	VERB
cet-14380	32	3	a	a	DET
cet-14380	32	4	wide	wide	ADJ
cet-14380	32	5	variety	variety	NOUN
cet-14380	32	6	of	of	ADP
cet-14380	32	7	techniques	technique	NOUN
cet-14380	32	8	and	and	CCONJ
cet-14380	32	9	equipment	equipment	NOUN
cet-14380	32	10	that	that	PRON
cet-14380	32	11	may	may	AUX
cet-14380	32	12	be	be	AUX
cet-14380	32	13	applied	apply	VERB
cet-14380	32	14	,	,	PUNCT
cet-14380	32	15	but	but	CCONJ
cet-14380	32	16	they	they	PRON
cet-14380	32	17	are	be	AUX
cet-14380	32	18	all	all	ADV
cet-14380	32	19	focused	focused	ADJ
cet-14380	32	20	on	on	ADP
cet-14380	32	21	answering	answer	VERB
cet-14380	32	22	questions	question	NOUN
cet-14380	32	23	concerning	concern	VERB
cet-14380	32	24	the	the	DET
cet-14380	32	25	nature	nature	NOUN
cet-14380	32	26	and	and	CCONJ
cet-14380	32	27	extent	extent	NOUN
cet-14380	32	28	of	of	ADP
cet-14380	32	29	the	the	DET
cet-14380	32	30	soil	soil	NOUN
cet-14380	32	31	and	and	CCONJ
cet-14380	32	32	rock	rock	NOUN
cet-14380	32	33	present	present	ADJ
cet-14380	32	34	on	on	ADP
cet-14380	32	35	-	-	PUNCT
cet-14380	32	36	site	site	NOUN
cet-14380	32	37	.	.	PUNCT
cet-14380	33	1	the	the	DET
cet-14380	33	2	evolution	evolution	NOUN
cet-14380	33	3	of	of	ADP
cet-14380	33	4	field	field	NOUN
cet-14380	33	5	investigations	investigation	NOUN
cet-14380	33	6	is	be	AUX
cet-14380	33	7	summarized	summarize	VERB
cet-14380	33	8	in	in	ADP
cet-14380	33	9	table	table	NOUN
cet-14380	33	10	1	1	NUM
cet-14380	33	11	(	(	PUNCT
cet-14380	33	12	sara	sara	NOUN
cet-14380	33	13	,	,	PUNCT
cet-14380	33	14	1994	1994	NUM
cet-14380	33	15	)	)	PUNCT
cet-14380	33	16	.	.	PUNCT
cet-14380	34	1	table	table	NOUN
cet-14380	34	2	1	1	NUM
cet-14380	34	3	:	:	PUNCT
cet-14380	34	4	evolution	evolution	NOUN
cet-14380	34	5	of	of	ADP
cet-14380	34	6	exploration	exploration	NOUN
cet-14380	34	7	effort	effort	NOUN
cet-14380	34	8	and	and	CCONJ
cet-14380	34	9	project	project	NOUN
cet-14380	34	10	risk	risk	NOUN
cet-14380	34	11	high	high	ADJ
cet-14380	34	12	-	-	PUNCT
cet-14380	34	13	rise	rise	NOUN
cet-14380	34	14	;	;	PUNCT
cet-14380	34	15	dams	dam	VERB
cet-14380	34	16	offshore	offshore	ADV
cet-14380	34	17	;	;	PUNCT
cet-14380	34	18	np	np	PRON
cet-14380	34	19	plants	plant	VERB
cet-14380	34	20	sw	sw	PROPN
cet-14380	34	21	land	land	NOUN
cet-14380	34	22	disposal	disposal	NOUN
cet-14380	34	23	hazwaste	hazwaste	NOUN
cet-14380	34	24	sites	site	NOUN
cet-14380	34	25	ri	ri	PROPN
cet-14380	34	26	/	/	SYM
cet-14380	34	27	ps	ps	PROPN
cet-14380	34	28	rcra	rcra	NOUN
cet-14380	34	29	subd	subd	VERB
cet-14380	34	30	cercla	cercla	PROPN
cet-14380	34	31	superfund	superfund	PROPN
cet-14380	34	32	integrated	integrate	VERB
cet-14380	34	33	engineered	engineer	VERB
cet-14380	34	34	systems	system	NOUN
cet-14380	34	35	borings	boring	NOUN
cet-14380	34	36	monitor	monitor	VERB
cet-14380	34	37	wells	well	NOUN
cet-14380	34	38	5	5	NUM
cet-14380	34	39	-	-	SYM
cet-14380	34	40	10	10	NUM
cet-14380	34	41	20	20	NUM
cet-14380	34	42	-	-	SYM
cet-14380	34	43	50	50	NUM
cet-14380	34	44	1	1	NUM
cet-14380	34	45	-	-	SYM
cet-14380	34	46	10	10	NUM
cet-14380	34	47	50	50	NUM
cet-14380	34	48	-	-	SYM
cet-14380	34	49	100	100	NUM
cet-14380	34	50	10	10	NUM
cet-14380	34	51	-	-	SYM
cet-14380	34	52	150	150	NUM
cet-14380	34	53	40	40	NUM
cet-14380	34	54	-	-	SYM
cet-14380	34	55	300	300	NUM
cet-14380	34	56	400	400	NUM
cet-14380	34	57	-	-	SYM
cet-14380	34	58	1600	1600	NUM
cet-14380	34	59	200	200	NUM
cet-14380	34	60	-	-	SYM
cet-14380	34	61	3400	3400	NUM
cet-14380	34	62	cpt	cpt	NOUN
cet-14380	34	63	geophysics	geophysic	NOUN
cet-14380	34	64	scanning	scan	VERB
cet-14380	34	65	boring	boring	ADJ
cet-14380	34	66	/	/	SYM
cet-14380	34	67	cpt	cpt	PROPN
cet-14380	34	68	satellite	satellite	NOUN
cet-14380	34	69	geophysics	geophysic	NOUN
cet-14380	34	70	catastrophe	catastrophe	NOUN
cet-14380	34	71	risk	risk	NOUN
cet-14380	34	72	(	(	PUNCT
cet-14380	34	73	deaths	death	NOUN
cet-14380	34	74	)	)	PUNCT
cet-14380	34	75	moderate	moderate	ADJ
cet-14380	34	76	high	high	ADJ
cet-14380	34	77	(	(	PUNCT
cet-14380	34	78	10	10	NUM
cet-14380	34	79	-	-	SYM
cet-14380	34	80	5,000	5,000	NUM
cet-14380	34	81	)	)	PUNCT
cet-14380	34	82	moderate	moderate	ADJ
cet-14380	34	83	ext	ext	NOUN
cet-14380	34	84	.	.	PUNCT
cet-14380	35	1	high	high	ADJ
cet-14380	35	2	(	(	PUNCT
cet-14380	35	3	10	10	NUM
cet-14380	35	4	-	-	SYM
cet-14380	35	5	50,000	50,000	NUM
cet-14380	35	6	)	)	PUNCT
cet-14380	35	7	no	no	ADV
cet-14380	35	8	immediate	immediate	ADJ
cet-14380	35	9	no	no	DET
cet-14380	35	10	immediate	immediate	ADJ
cet-14380	35	11	no	no	DET
cet-14380	35	12	immediate	immediate	ADJ
cet-14380	35	13	varies	varie	NOUN
cet-14380	35	14	environmental	environmental	ADJ
cet-14380	35	15	risk	risk	NOUN
cet-14380	35	16	med	me	VERB
cet-14380	35	17	-	-	PUNCT
cet-14380	35	18	high	high	ADJ
cet-14380	35	19	high	high	ADJ
cet-14380	35	20	/	/	SYM
cet-14380	35	21	ext	ext	NOUN
cet-14380	35	22	high	high	ADJ
cet-14380	35	23	low	low	ADJ
cet-14380	35	24	low	low	ADJ
cet-14380	35	25	high	high	ADJ
cet-14380	35	26	high	high	ADJ
cet-14380	35	27	high	high	ADJ
cet-14380	35	28	high	high	ADJ
cet-14380	35	29	co2	co2	NOUN
cet-14380	35	30	climate	climate	NOUN
cet-14380	35	31	the	the	DET
cet-14380	35	32	evolution	evolution	NOUN
cet-14380	35	33	in	in	ADP
cet-14380	35	34	the	the	DET
cet-14380	35	35	table	table	NOUN
cet-14380	35	36	moves	move	VERB
cet-14380	35	37	from	from	ADP
cet-14380	35	38	left	left	ADJ
cet-14380	35	39	to	to	ADP
cet-14380	35	40	right	right	NOUN
cet-14380	35	41	.	.	PUNCT
cet-14380	36	1	it	it	PRON
cet-14380	36	2	shows	show	VERB
cet-14380	36	3	the	the	DET
cet-14380	36	4	increased	increase	VERB
cet-14380	36	5	dependence	dependence	NOUN
cet-14380	36	6	on	on	ADP
cet-14380	36	7	data	datum	NOUN
cet-14380	36	8	gathered	gather	VERB
cet-14380	36	9	from	from	ADP
cet-14380	36	10	the	the	DET
cet-14380	36	11	field	field	NOUN
cet-14380	36	12	and	and	CCONJ
cet-14380	36	13	laboratory	laboratory	NOUN
cet-14380	36	14	to	to	PART
cet-14380	36	15	cope	cope	VERB
cet-14380	36	16	with	with	ADP
cet-14380	36	17	the	the	DET
cet-14380	36	18	increased	increase	VERB
cet-14380	36	19	complexity	complexity	NOUN
cet-14380	36	20	and	and	CCONJ
cet-14380	36	21	risk	risk	NOUN
cet-14380	36	22	of	of	ADP
cet-14380	36	23	projects	project	NOUN
cet-14380	36	24	.	.	PUNCT
cet-14380	37	1	projects	project	NOUN
cet-14380	37	2	have	have	AUX
cet-14380	37	3	become	become	VERB
cet-14380	37	4	more	more	ADV
cet-14380	37	5	expensive	expensive	ADJ
cet-14380	37	6	,	,	PUNCT
cet-14380	37	7	and	and	CCONJ
cet-14380	37	8	the	the	DET
cet-14380	37	9	risks	risk	NOUN
cet-14380	37	10	related	relate	VERB
cet-14380	37	11	to	to	ADP
cet-14380	37	12	errors	error	NOUN
cet-14380	37	13	during	during	ADP
cet-14380	37	14	construction	construction	NOUN
cet-14380	37	15	and	and	CCONJ
cet-14380	37	16	operation	operation	NOUN
cet-14380	37	17	have	have	AUX
cet-14380	37	18	grown	grow	VERB
cet-14380	37	19	to	to	ADP
cet-14380	37	20	almost	almost	ADV
cet-14380	37	21	incalculable	incalculable	ADJ
cet-14380	37	22	levels	level	NOUN
cet-14380	37	23	.	.	PUNCT
cet-14380	38	1	large	large	ADJ
cet-14380	38	2	environmental	environmental	ADJ
cet-14380	38	3	projects	project	NOUN
cet-14380	38	4	were	be	AUX
cet-14380	38	5	especially	especially	ADV
cet-14380	38	6	difficult	difficult	ADJ
cet-14380	38	7	because	because	SCONJ
cet-14380	38	8	they	they	PRON
cet-14380	38	9	were	be	AUX
cet-14380	38	10	numerous	numerous	ADJ
cet-14380	38	11	,	,	PUNCT
cet-14380	38	12	and	and	CCONJ
cet-14380	38	13	their	their	PRON
cet-14380	38	14	extent	extent	NOUN
cet-14380	38	15	and	and	CCONJ
cet-14380	38	16	impact	impact	NOUN
cet-14380	38	17	were	be	AUX
cet-14380	38	18	often	often	ADV
cet-14380	38	19	undefined	undefined	ADJ
cet-14380	38	20	at	at	ADP
cet-14380	38	21	the	the	DET
cet-14380	38	22	start	start	NOUN
cet-14380	38	23	of	of	ADP
cet-14380	38	24	exploration	exploration	NOUN
cet-14380	38	25	.	.	PUNCT
cet-14380	39	1	in	in	ADP
cet-14380	39	2	the	the	DET
cet-14380	39	3	1990s	1990s	NUM
cet-14380	39	4	,	,	PUNCT
cet-14380	39	5	geotechnical	geotechnical	ADJ
cet-14380	39	6	projects	project	NOUN
cet-14380	39	7	were	be	AUX
cet-14380	39	8	integrated	integrate	VERB
cet-14380	39	9	with	with	ADP
cet-14380	39	10	environmental	environmental	ADJ
cet-14380	39	11	regulation	regulation	NOUN
cet-14380	39	12	and	and	CCONJ
cet-14380	39	13	a	a	DET
cet-14380	39	14	broader	broad	ADJ
cet-14380	39	15	base	base	NOUN
cet-14380	39	16	of	of	ADP
cet-14380	39	17	expertise	expertise	NOUN
cet-14380	39	18	from	from	ADP
cet-14380	39	19	other	other	ADJ
cet-14380	39	20	disciplines	discipline	NOUN
cet-14380	39	21	.	.	PUNCT
cet-14380	40	1	this	this	PRON
cet-14380	40	2	forced	force	VERB
cet-14380	40	3	geotechnical	geotechnical	ADJ
cet-14380	40	4	professionals	professional	NOUN
cet-14380	40	5	to	to	PART
cet-14380	40	6	formalize	formalize	VERB
cet-14380	40	7	procedures	procedure	NOUN
cet-14380	40	8	that	that	PRON
cet-14380	40	9	had	have	AUX
cet-14380	40	10	been	be	AUX
cet-14380	40	11	more	more	ADV
cet-14380	40	12	intuitive	intuitive	ADJ
cet-14380	40	13	in	in	ADP
cet-14380	40	14	the	the	DET
cet-14380	40	15	past	past	NOUN
cet-14380	40	16	.	.	PUNCT
cet-14380	41	1	conceptual	conceptual	ADJ
cet-14380	41	2	models	model	NOUN
cet-14380	41	3	were	be	AUX
cet-14380	41	4	defined	define	VERB
cet-14380	41	5	,	,	PUNCT
cet-14380	41	6	investigations	investigation	NOUN
cet-14380	41	7	were	be	AUX
cet-14380	41	8	separated	separate	VERB
cet-14380	41	9	into	into	ADP
cet-14380	41	10	phases	phase	NOUN
cet-14380	41	11	,	,	PUNCT
cet-14380	41	12	and	and	CCONJ
cet-14380	41	13	the	the	DET
cet-14380	41	14	goals	goal	NOUN
cet-14380	41	15	for	for	ADP
cet-14380	41	16	each	each	DET
cet-14380	41	17	phase	phase	NOUN
cet-14380	41	18	were	be	AUX
cet-14380	41	19	more	more	ADV
cet-14380	41	20	clearly	clearly	ADV
cet-14380	41	21	described	describe	VERB
cet-14380	41	22	.	.	PUNCT
cet-14380	42	1	while	while	SCONJ
cet-14380	42	2	such	such	ADJ
cet-14380	42	3	formality	formality	NOUN
cet-14380	42	4	was	be	AUX
cet-14380	42	5	sometimes	sometimes	ADV
cet-14380	42	6	frustrating	frustrating	ADJ
cet-14380	42	7	and	and	CCONJ
cet-14380	42	8	time	time	NOUN
cet-14380	42	9	-	-	PUNCT
cet-14380	42	10	consuming	consume	VERB
cet-14380	42	11	,	,	PUNCT
cet-14380	42	12	it	it	PRON
cet-14380	42	13	developed	develop	VERB
cet-14380	42	14	into	into	ADP
cet-14380	42	15	a	a	DET
cet-14380	42	16	clear	clear	ADJ
cet-14380	42	17	framework	framework	NOUN
cet-14380	42	18	for	for	ADP
cet-14380	42	19	planning	planning	NOUN
cet-14380	42	20	,	,	PUNCT
cet-14380	42	21	executing	execute	VERB
cet-14380	42	22	,	,	PUNCT
cet-14380	42	23	and	and	CCONJ
cet-14380	42	24	managing	manage	VERB
cet-14380	42	25	an	an	DET
cet-14380	42	26	investigation	investigation	NOUN
cet-14380	42	27	.	.	PUNCT
cet-14380	43	1	it	it	PRON
cet-14380	43	2	also	also	ADV
cet-14380	43	3	defined	define	VERB
cet-14380	43	4	more	more	ADV
cet-14380	43	5	clearly	clearly	ADV
cet-14380	43	6	the	the	DET
cet-14380	43	7	process	process	NOUN
cet-14380	43	8	of	of	ADP
cet-14380	43	9	data	datum	NOUN
cet-14380	43	10	gathering	gathering	NOUN
cet-14380	43	11	and	and	CCONJ
cet-14380	43	12	processing	processing	NOUN
cet-14380	43	13	and	and	CCONJ
cet-14380	43	14	its	its	PRON
cet-14380	43	15	use	use	NOUN
cet-14380	43	16	in	in	ADP
cet-14380	43	17	analysis	analysis	NOUN
cet-14380	43	18	.	.	PUNCT
cet-14380	44	1	this	this	DET
cet-14380	44	2	process	process	NOUN
cet-14380	44	3	is	be	AUX
cet-14380	44	4	illustrated	illustrate	VERB
cet-14380	44	5	in	in	ADP
cet-14380	44	6	table	table	NOUN
cet-14380	44	7	2	2	NUM
cet-14380	44	8	,	,	PUNCT
cet-14380	44	9	where	where	SCONJ
cet-14380	44	10	data	datum	NOUN
cet-14380	44	11	evolves	evolve	VERB
cet-14380	44	12	from	from	ADP
cet-14380	44	13	raw	raw	ADJ
cet-14380	44	14	measurements	measurement	NOUN
cet-14380	44	15	into	into	ADP
cet-14380	44	16	more	more	ADJ
cet-14380	44	17	and	and	CCONJ
cet-14380	44	18	more	more	ADV
cet-14380	44	19	refined	refined	ADJ
cet-14380	44	20	stages	stage	NOUN
cet-14380	44	21	from	from	ADP
cet-14380	44	22	left	left	ADJ
cet-14380	44	23	to	to	ADP
cet-14380	44	24	right	right	ADJ
cet-14380	44	25	.	.	PUNCT
cet-14380	45	1	table	table	NOUN
cet-14380	45	2	2	2	NUM
cet-14380	45	3	:	:	PUNCT
cet-14380	45	4	generations	generation	NOUN
cet-14380	45	5	of	of	ADP
cet-14380	45	6	data	datum	NOUN
cet-14380	45	7	from	from	ADP
cet-14380	45	8	initial	initial	ADJ
cet-14380	45	9	raw	raw	ADJ
cet-14380	45	10	lab	lab	NOUN
cet-14380	45	11	and	and	CCONJ
cet-14380	45	12	field	field	NOUN
cet-14380	45	13	(	(	PUNCT
cet-14380	45	14	left	leave	VERB
cet-14380	45	15	)	)	PUNCT
cet-14380	45	16	to	to	PART
cet-14380	45	17	model	model	VERB
cet-14380	45	18	predictions	prediction	NOUN
cet-14380	45	19	(	(	PUNCT
cet-14380	45	20	right	right	ADJ
cet-14380	45	21	)	)	PUNCT
cet-14380	45	22	first	first	ADJ
cet-14380	45	23	generation	generation	NOUN
cet-14380	45	24	data	datum	NOUN
cet-14380	45	25	second	second	ADJ
cet-14380	45	26	generation	generation	NOUN
cet-14380	45	27	data	datum	NOUN
cet-14380	45	28	third	third	ADJ
cet-14380	45	29	generation	generation	NOUN
cet-14380	45	30	data	datum	NOUN
cet-14380	45	31	fourth	fourth	ADJ
cet-14380	45	32	generation	generation	NOUN
cet-14380	45	33	data	datum	NOUN
cet-14380	45	34	raw	raw	ADJ
cet-14380	45	35	field	field	NOUN
cet-14380	45	36	data	data	NOUN
cet-14380	45	37	borings	boring	NOUN
cet-14380	45	38	test	test	NOUN
cet-14380	45	39	pits	pit	VERB
cet-14380	45	40	geophysical	geophysical	ADJ
cet-14380	45	41	edited	edited	ADJ
cet-14380	45	42	data	data	NOUN
cet-14380	45	43	sets	set	NOUN
cet-14380	45	44	indicator	indicator	NOUN
cet-14380	45	45	parameters	parameter	NOUN
cet-14380	45	46	point	point	VERB
cet-14380	45	47	in	in	ADP
cet-14380	45	48	space	space	NOUN
cet-14380	45	49	(	(	PUNCT
cet-14380	45	50	x	x	X
cet-14380	45	51	,	,	PUNCT
cet-14380	45	52	y	y	PROPN
cet-14380	45	53	,	,	PUNCT
cet-14380	45	54	z	z	NOUN
cet-14380	45	55	)	)	PUNCT
cet-14380	45	56	time	time	NOUN
cet-14380	45	57	trend	trend	NOUN
cet-14380	45	58	values	value	VERB
cet-14380	45	59	geographical	geographical	ADJ
cet-14380	45	60	engineering	engineering	NOUN
cet-14380	45	61	data	datum	NOUN
cet-14380	45	62	groundwater	groundwater	NOUN
cet-14380	45	63	depths	depth	VERB
cet-14380	45	64	cross	cross	ADJ
cet-14380	45	65	-	-	ADJ
cet-14380	45	66	sections	section	NOUN
cet-14380	45	67	statical	statical	ADJ
cet-14380	45	68	data	datum	NOUN
cet-14380	45	69	analysis	analysis	NOUN
cet-14380	45	70	prediction	prediction	NOUN
cet-14380	45	71	of	of	ADP
cet-14380	45	72	future	future	ADJ
cet-14380	45	73	events	event	NOUN
cet-14380	45	74	location	location	NOUN
cet-14380	45	75	and	and	CCONJ
cet-14380	45	76	topographic	topographic	ADJ
cet-14380	45	77	info	info	NOUN
cet-14380	45	78	structure	structure	NOUN
cet-14380	45	79	contour	contour	NOUN
cet-14380	45	80	maps	map	NOUN
cet-14380	45	81	gis	gis	PROPN
cet-14380	45	82	layering	layering	NOUN
cet-14380	45	83	constructs	construct	VERB
cet-14380	45	84	sensitivity	sensitivity	NOUN
cet-14380	45	85	analysis	analysis	NOUN
cet-14380	45	86	lab	lab	NOUN
cet-14380	45	87	index	index	NOUN
cet-14380	45	88	and	and	CCONJ
cet-14380	45	89	classification	classification	NOUN
cet-14380	45	90	tests	test	NOUN
cet-14380	45	91	correlation	correlation	NOUN
cet-14380	45	92	index	index	NOUN
cet-14380	45	93	to	to	ADP
cet-14380	45	94	performance	performance	NOUN
cet-14380	45	95	evaluation	evaluation	NOUN
cet-14380	45	96	of	of	ADP
cet-14380	45	97	boundary	boundary	ADJ
cet-14380	45	98	and	and	CCONJ
cet-14380	45	99	initial	initial	ADJ
cet-14380	45	100	conditions	condition	NOUN
cet-14380	45	101	evaluation	evaluation	NOUN
cet-14380	45	102	of	of	ADP
cet-14380	45	103	exposure	exposure	NOUN
cet-14380	45	104	/	/	SYM
cet-14380	45	105	risk	risk	NOUN
cet-14380	45	106	542	542	NUM
cet-14380	45	107	with	with	ADP
cet-14380	45	108	each	each	DET
cet-14380	45	109	generation	generation	NOUN
cet-14380	45	110	,	,	PUNCT
cet-14380	45	111	the	the	DET
cet-14380	45	112	data	datum	NOUN
cet-14380	45	113	becomes	become	VERB
cet-14380	45	114	more	more	ADV
cet-14380	45	115	focused	focused	ADJ
cet-14380	45	116	on	on	ADP
cet-14380	45	117	answering	answer	VERB
cet-14380	45	118	specific	specific	ADJ
cet-14380	45	119	design	design	NOUN
cet-14380	45	120	questions	question	NOUN
cet-14380	45	121	.	.	PUNCT
cet-14380	46	1	this	this	PRON
cet-14380	46	2	has	have	AUX
cet-14380	46	3	led	lead	VERB
cet-14380	46	4	to	to	ADP
cet-14380	46	5	a	a	DET
cet-14380	46	6	more	more	ADV
cet-14380	46	7	direct	direct	ADJ
cet-14380	46	8	relationship	relationship	NOUN
cet-14380	46	9	between	between	ADP
cet-14380	46	10	exploration	exploration	NOUN
cet-14380	46	11	,	,	PUNCT
cet-14380	46	12	design	design	NOUN
cet-14380	46	13	,	,	PUNCT
cet-14380	46	14	and	and	CCONJ
cet-14380	46	15	analysis	analysis	NOUN
cet-14380	46	16	.	.	PUNCT
cet-14380	47	1	simply	simply	ADV
cet-14380	47	2	put	put	VERB
cet-14380	47	3	(	(	PUNCT
cet-14380	47	4	sara	sara	NOUN
cet-14380	47	5	,	,	PUNCT
cet-14380	47	6	1994	1994	NUM
cet-14380	47	7	):	):	PUNCT
cet-14380	47	8	the	the	DET
cet-14380	47	9	most	most	ADV
cet-14380	47	10	important	important	ADJ
cet-14380	47	11	data	datum	NOUN
cet-14380	47	12	is	be	AUX
cet-14380	47	13	that	that	PRON
cet-14380	47	14	which	which	PRON
cet-14380	47	15	leads	lead	VERB
cet-14380	47	16	to	to	ADP
cet-14380	47	17	making	make	VERB
cet-14380	47	18	decisions	decision	NOUN
cet-14380	47	19	.	.	PUNCT
cet-14380	48	1	therefore	therefore	ADV
cet-14380	48	2	,	,	PUNCT
cet-14380	48	3	only	only	ADV
cet-14380	48	4	collect	collect	VERB
cet-14380	48	5	data	datum	NOUN
cet-14380	48	6	that	that	PRON
cet-14380	48	7	is	be	AUX
cet-14380	48	8	part	part	NOUN
cet-14380	48	9	of	of	ADP
cet-14380	48	10	the	the	DET
cet-14380	48	11	decisionmaking	decisionmake	VERB
cet-14380	48	12	process	process	NOUN
cet-14380	48	13	.	.	PUNCT
cet-14380	49	1	the	the	DET
cet-14380	49	2	data	data	PROPN
cet-14380	49	3	collection	collection	NOUN
cet-14380	49	4	/	/	SYM
cet-14380	49	5	analysis	analysis	NOUN
cet-14380	49	6	process	process	NOUN
cet-14380	49	7	will	will	AUX
cet-14380	49	8	often	often	ADV
cet-14380	49	9	cycle	cycle	VERB
cet-14380	49	10	back	back	ADV
cet-14380	49	11	on	on	ADP
cet-14380	49	12	itself	itself	PRON
cet-14380	49	13	;	;	PUNCT
cet-14380	49	14	more	more	ADJ
cet-14380	49	15	data	datum	NOUN
cet-14380	49	16	gives	give	VERB
cet-14380	49	17	rise	rise	NOUN
cet-14380	49	18	to	to	ADP
cet-14380	49	19	more	more	ADJ
cet-14380	49	20	questions	question	NOUN
cet-14380	49	21	that	that	PRON
cet-14380	49	22	require	require	VERB
cet-14380	49	23	additional	additional	ADJ
cet-14380	49	24	investigation	investigation	NOUN
cet-14380	49	25	.	.	PUNCT
cet-14380	50	1	the	the	DET
cet-14380	50	2	circular	circular	ADJ
cet-14380	50	3	nature	nature	NOUN
cet-14380	50	4	of	of	ADP
cet-14380	50	5	investigate	investigate	VERB
cet-14380	50	6	-	-	PUNCT
cet-14380	50	7	design	design	NOUN
cet-14380	50	8	-	-	PUNCT
cet-14380	50	9	construct	construct	NOUN
cet-14380	50	10	was	be	AUX
cet-14380	50	11	first	first	ADV
cet-14380	50	12	practiced	practice	VERB
cet-14380	50	13	by	by	ADP
cet-14380	50	14	peck	peck	NOUN
cet-14380	50	15	for	for	ADP
cet-14380	50	16	tunnel	tunnel	NOUN
cet-14380	50	17	design	design	NOUN
cet-14380	50	18	and	and	CCONJ
cet-14380	50	19	construction	construction	NOUN
cet-14380	50	20	and	and	CCONJ
cet-14380	50	21	is	be	AUX
cet-14380	50	22	known	know	VERB
cet-14380	50	23	as	as	ADP
cet-14380	50	24	the	the	DET
cet-14380	50	25	observational	observational	ADJ
cet-14380	50	26	method	method	NOUN
cet-14380	50	27	(	(	PUNCT
cet-14380	50	28	self	self	NOUN
cet-14380	50	29	et	et	PROPN
cet-14380	50	30	al	al	PROPN
cet-14380	50	31	.	.	PROPN
cet-14380	50	32	,	,	PUNCT
cet-14380	50	33	2012	2012	NUM
cet-14380	50	34	)	)	PUNCT
cet-14380	50	35	.	.	PUNCT
cet-14380	51	1	it	it	PRON
cet-14380	51	2	became	become	VERB
cet-14380	51	3	popular	popular	ADJ
cet-14380	51	4	due	due	ADP
cet-14380	51	5	to	to	ADP
cet-14380	51	6	the	the	DET
cet-14380	51	7	highly	highly	ADV
cet-14380	51	8	variable	variable	ADJ
cet-14380	51	9	nature	nature	NOUN
cet-14380	51	10	of	of	ADP
cet-14380	51	11	soil	soil	NOUN
cet-14380	51	12	and	and	CCONJ
cet-14380	51	13	rock	rock	NOUN
cet-14380	51	14	;	;	PUNCT
cet-14380	51	15	the	the	DET
cet-14380	51	16	designer	designer	NOUN
cet-14380	51	17	/	/	SYM
cet-14380	51	18	builder	builder	NOUN
cet-14380	51	19	simply	simply	ADV
cet-14380	51	20	could	could	AUX
cet-14380	51	21	not	not	PART
cet-14380	51	22	know	know	VERB
cet-14380	51	23	enough	enough	ADV
cet-14380	51	24	prior	prior	ADV
cet-14380	51	25	to	to	ADP
cet-14380	51	26	the	the	DET
cet-14380	51	27	start	start	NOUN
cet-14380	51	28	of	of	ADP
cet-14380	51	29	tunneling	tunneling	NOUN
cet-14380	51	30	.	.	PUNCT
cet-14380	52	1	the	the	DET
cet-14380	52	2	approach	approach	NOUN
cet-14380	52	3	had	have	VERB
cet-14380	52	4	to	to	PART
cet-14380	52	5	be	be	AUX
cet-14380	52	6	holistic	holistic	ADJ
cet-14380	52	7	since	since	SCONJ
cet-14380	52	8	design	design	NOUN
cet-14380	52	9	,	,	PUNCT
cet-14380	52	10	construction	construction	NOUN
cet-14380	52	11	,	,	PUNCT
cet-14380	52	12	management	management	NOUN
cet-14380	52	13	,	,	PUNCT
cet-14380	52	14	and	and	CCONJ
cet-14380	52	15	finance	finance	NOUN
cet-14380	52	16	had	have	VERB
cet-14380	52	17	to	to	PART
cet-14380	52	18	sign	sign	VERB
cet-14380	52	19	off	off	ADP
cet-14380	52	20	on	on	ADP
cet-14380	52	21	all	all	DET
cet-14380	52	22	changes	change	NOUN
cet-14380	52	23	to	to	ADP
cet-14380	52	24	the	the	DET
cet-14380	52	25	project	project	NOUN
cet-14380	52	26	scope	scope	NOUN
cet-14380	52	27	as	as	SCONJ
cet-14380	52	28	it	it	PRON
cet-14380	52	29	progressed	progress	VERB
cet-14380	52	30	.	.	PUNCT
cet-14380	53	1	if	if	SCONJ
cet-14380	53	2	one	one	NUM
cet-14380	53	3	of	of	ADP
cet-14380	53	4	the	the	DET
cet-14380	53	5	parties	party	NOUN
cet-14380	53	6	had	have	AUX
cet-14380	53	7	not	not	PART
cet-14380	53	8	agreed	agree	VERB
cet-14380	53	9	that	that	SCONJ
cet-14380	53	10	modifications	modification	NOUN
cet-14380	53	11	were	be	AUX
cet-14380	53	12	the	the	DET
cet-14380	53	13	norm	norm	NOUN
cet-14380	53	14	rather	rather	ADV
cet-14380	53	15	than	than	ADP
cet-14380	53	16	the	the	DET
cet-14380	53	17	exception	exception	NOUN
cet-14380	53	18	,	,	PUNCT
cet-14380	53	19	any	any	DET
cet-14380	53	20	changes	change	NOUN
cet-14380	53	21	in	in	ADP
cet-14380	53	22	conditions	condition	NOUN
cet-14380	53	23	would	would	AUX
cet-14380	53	24	be	be	AUX
cet-14380	53	25	met	meet	VERB
cet-14380	53	26	with	with	ADP
cet-14380	53	27	a	a	DET
cet-14380	53	28	serious	serious	ADJ
cet-14380	53	29	slowdown	slowdown	NOUN
cet-14380	53	30	or	or	CCONJ
cet-14380	53	31	complete	complete	ADJ
cet-14380	53	32	shutdown	shutdown	NOUN
cet-14380	53	33	of	of	ADP
cet-14380	53	34	the	the	DET
cet-14380	53	35	project	project	NOUN
cet-14380	53	36	.	.	PUNCT
cet-14380	54	1	3	3	X
cet-14380	54	2	.	.	X
cet-14380	54	3	geotechnical	geotechnical	ADJ
cet-14380	54	4	databases	database	NOUN
cet-14380	54	5	database	database	VERB
cet-14380	54	6	development	development	NOUN
cet-14380	54	7	in	in	ADP
cet-14380	54	8	geotechnics	geotechnic	NOUN
cet-14380	54	9	began	begin	VERB
cet-14380	54	10	as	as	ADV
cet-14380	54	11	early	early	ADV
cet-14380	54	12	as	as	ADP
cet-14380	54	13	the	the	DET
cet-14380	54	14	1960s	1960s	NUM
cet-14380	54	15	.	.	PUNCT
cet-14380	55	1	it	it	PRON
cet-14380	55	2	existed	exist	VERB
cet-14380	55	3	on	on	ADP
cet-14380	55	4	paper	paper	NOUN
cet-14380	55	5	(	(	PUNCT
cet-14380	55	6	tabular	tabular	NOUN
cet-14380	55	7	or	or	CCONJ
cet-14380	55	8	maps	map	NOUN
cet-14380	55	9	)	)	PUNCT
cet-14380	55	10	and	and	CCONJ
cet-14380	55	11	was	be	AUX
cet-14380	55	12	narrowly	narrowly	ADV
cet-14380	55	13	focused	focus	VERB
cet-14380	55	14	on	on	ADP
cet-14380	55	15	specific	specific	ADJ
cet-14380	55	16	classes	class	NOUN
cet-14380	55	17	of	of	ADP
cet-14380	55	18	problems	problem	NOUN
cet-14380	55	19	such	such	ADJ
cet-14380	55	20	as	as	ADP
cet-14380	55	21	earthquakes	earthquake	NOUN
cet-14380	55	22	,	,	PUNCT
cet-14380	55	23	landslides	landslide	NOUN
cet-14380	55	24	,	,	PUNCT
cet-14380	55	25	construction	construction	NOUN
cet-14380	55	26	materials	material	NOUN
cet-14380	55	27	,	,	PUNCT
cet-14380	55	28	and	and	CCONJ
cet-14380	55	29	laboratory	laboratory	NOUN
cet-14380	55	30	testing	testing	NOUN
cet-14380	55	31	.	.	PUNCT
cet-14380	56	1	some	some	PRON
cet-14380	56	2	were	be	AUX
cet-14380	56	3	shared	share	VERB
cet-14380	56	4	between	between	ADP
cet-14380	56	5	similar	similar	ADJ
cet-14380	56	6	agencies	agency	NOUN
cet-14380	56	7	(	(	PUNCT
cet-14380	56	8	e.g.	e.g.	ADV
cet-14380	56	9	,	,	PUNCT
cet-14380	56	10	highway	highway	NOUN
cet-14380	56	11	departments	department	NOUN
cet-14380	56	12	)	)	PUNCT
cet-14380	56	13	within	within	ADP
cet-14380	56	14	a	a	DET
cet-14380	56	15	region	region	NOUN
cet-14380	56	16	(	(	PUNCT
cet-14380	56	17	cold	cold	ADJ
cet-14380	56	18	regions	region	NOUN
cet-14380	56	19	research	research	NOUN
cet-14380	56	20	laboratories	laboratory	NOUN
cet-14380	56	21	)	)	PUNCT
cet-14380	56	22	or	or	CCONJ
cet-14380	56	23	between	between	ADP
cet-14380	56	24	professional	professional	ADJ
cet-14380	56	25	societies	society	NOUN
cet-14380	56	26	.	.	PUNCT
cet-14380	57	1	more	more	ADV
cet-14380	57	2	recently	recently	ADV
cet-14380	57	3	,	,	PUNCT
cet-14380	57	4	attempts	attempt	VERB
cet-14380	57	5	to	to	PART
cet-14380	57	6	broaden	broaden	VERB
cet-14380	57	7	these	these	DET
cet-14380	57	8	databases	database	NOUN
cet-14380	57	9	have	have	AUX
cet-14380	57	10	focused	focus	VERB
cet-14380	57	11	on	on	ADP
cet-14380	57	12	ways	way	NOUN
cet-14380	57	13	to	to	PART
cet-14380	57	14	better	well	ADJ
cet-14380	57	15	exchange	exchange	VERB
cet-14380	57	16	often	often	ADV
cet-14380	57	17	disparate	disparate	ADJ
cet-14380	57	18	data	datum	NOUN
cet-14380	57	19	.	.	PUNCT
cet-14380	58	1	the	the	DET
cet-14380	58	2	us	us	PROPN
cet-14380	58	3	federal	federal	PROPN
cet-14380	58	4	highway	highway	PROPN
cet-14380	58	5	administration	administration	PROPN
cet-14380	58	6	developed	develop	VERB
cet-14380	58	7	middleware	middleware	NOUN
cet-14380	58	8	to	to	PART
cet-14380	58	9	encourage	encourage	VERB
cet-14380	58	10	better	well	ADJ
cet-14380	58	11	data	datum	NOUN
cet-14380	58	12	exchange	exchange	NOUN
cet-14380	58	13	(	(	PUNCT
cet-14380	58	14	lefchik	lefchik	PROPN
cet-14380	58	15	et	et	PROPN
cet-14380	58	16	al	al	PROPN
cet-14380	58	17	.	.	PROPN
cet-14380	58	18	,	,	PUNCT
cet-14380	58	19	2007	2007	NUM
cet-14380	58	20	)	)	PUNCT
cet-14380	58	21	.	.	PUNCT
cet-14380	59	1	one	one	NUM
cet-14380	59	2	such	such	ADJ
cet-14380	59	3	database	database	NOUN
cet-14380	59	4	is	be	AUX
cet-14380	59	5	the	the	DET
cet-14380	59	6	national	national	ADJ
cet-14380	59	7	geotechnical	geotechnical	ADJ
cet-14380	59	8	properties	property	NOUN
cet-14380	59	9	database	database	NOUN
cet-14380	59	10	maintained	maintain	VERB
cet-14380	59	11	by	by	ADP
cet-14380	59	12	the	the	DET
cet-14380	59	13	british	british	ADJ
cet-14380	59	14	geological	geological	ADJ
cet-14380	59	15	survey	survey	NOUN
cet-14380	59	16	(	(	PUNCT
cet-14380	59	17	lefchik	lefchik	PROPN
cet-14380	59	18	et	et	PROPN
cet-14380	59	19	al	al	PROPN
cet-14380	59	20	.	.	PROPN
cet-14380	59	21	,	,	PUNCT
cet-14380	59	22	2007	2007	NUM
cet-14380	59	23	)	)	PUNCT
cet-14380	59	24	.	.	PUNCT
cet-14380	60	1	the	the	DET
cet-14380	60	2	database	database	NOUN
cet-14380	60	3	contains	contain	VERB
cet-14380	60	4	records	record	NOUN
cet-14380	60	5	for	for	ADP
cet-14380	60	6	7,370	7,370	NUM
cet-14380	60	7	projects	project	NOUN
cet-14380	60	8	(	(	PUNCT
cet-14380	60	9	site	site	NOUN
cet-14380	60	10	investigation	investigation	NOUN
cet-14380	60	11	reports	report	VERB
cet-14380	60	12	)	)	PUNCT
cet-14380	60	13	.	.	PUNCT
cet-14380	61	1	linked	link	VERB
cet-14380	61	2	to	to	ADP
cet-14380	61	3	the	the	DET
cet-14380	61	4	reports	report	NOUN
cet-14380	61	5	are	be	AUX
cet-14380	61	6	180,000	180,000	NUM
cet-14380	61	7	holes	hole	NOUN
cet-14380	61	8	.	.	PUNCT
cet-14380	62	1	there	there	PRON
cet-14380	62	2	is	be	VERB
cet-14380	62	3	a	a	DET
cet-14380	62	4	total	total	NOUN
cet-14380	62	5	of	of	ADP
cet-14380	62	6	3,600,000	3,600,000	NUM
cet-14380	62	7	in	in	ADP
cet-14380	62	8	-	-	PUNCT
cet-14380	62	9	situ	situ	NOUN
cet-14380	62	10	field	field	NOUN
cet-14380	62	11	records	record	NOUN
cet-14380	62	12	,	,	PUNCT
cet-14380	62	13	with	with	ADP
cet-14380	62	14	880,000	880,000	NUM
cet-14380	62	15	samples	sample	NOUN
cet-14380	62	16	linked	link	VERB
cet-14380	62	17	to	to	ADP
cet-14380	62	18	the	the	DET
cet-14380	62	19	holes	hole	NOUN
cet-14380	62	20	and	and	CCONJ
cet-14380	62	21	a	a	DET
cet-14380	62	22	total	total	NOUN
cet-14380	62	23	of	of	ADP
cet-14380	62	24	5,200,000	5,200,000	NUM
cet-14380	62	25	laboratory	laboratory	NOUN
cet-14380	62	26	test	test	NOUN
cet-14380	62	27	data	datum	NOUN
cet-14380	62	28	records	record	NOUN
cet-14380	62	29	.	.	PUNCT
cet-14380	63	1	some	some	PRON
cet-14380	63	2	of	of	ADP
cet-14380	63	3	the	the	DET
cet-14380	63	4	database	database	NOUN
cet-14380	63	5	structure	structure	NOUN
cet-14380	63	6	is	be	AUX
cet-14380	63	7	shown	show	VERB
cet-14380	63	8	in	in	ADP
cet-14380	63	9	figure	figure	NOUN
cet-14380	63	10	1	1	NUM
cet-14380	63	11	.	.	PUNCT
cet-14380	63	12	records	record	NOUN
cet-14380	63	13	are	be	AUX
cet-14380	63	14	grouped	group	VERB
cet-14380	63	15	by	by	ADP
cet-14380	63	16	exploration	exploration	NOUN
cet-14380	63	17	or	or	CCONJ
cet-14380	63	18	test	test	NOUN
cet-14380	63	19	method	method	NOUN
cet-14380	63	20	and	and	CCONJ
cet-14380	63	21	by	by	ADP
cet-14380	63	22	material	material	NOUN
cet-14380	63	23	property	property	NOUN
cet-14380	63	24	.	.	PUNCT
cet-14380	64	1	figure	figure	NOUN
cet-14380	64	2	2	2	NUM
cet-14380	64	3	shows	show	VERB
cet-14380	64	4	various	various	ADJ
cet-14380	64	5	examples	example	NOUN
cet-14380	64	6	of	of	ADP
cet-14380	64	7	data	datum	NOUN
cet-14380	64	8	presentation	presentation	NOUN
cet-14380	64	9	and	and	CCONJ
cet-14380	64	10	results	result	NOUN
cet-14380	64	11	of	of	ADP
cet-14380	64	12	analysis	analysis	NOUN
cet-14380	64	13	at	at	ADP
cet-14380	64	14	the	the	DET
cet-14380	64	15	third	third	ADJ
cet-14380	64	16	-	-	PUNCT
cet-14380	64	17	generation	generation	NOUN
cet-14380	64	18	level	level	NOUN
cet-14380	64	19	(	(	PUNCT
cet-14380	64	20	see	see	VERB
cet-14380	64	21	table	table	NOUN
cet-14380	64	22	2	2	NUM
cet-14380	64	23	)	)	PUNCT
cet-14380	64	24	.	.	PUNCT
cet-14380	65	1	the	the	DET
cet-14380	65	2	data	data	NOUN
cet-14380	65	3	analysis	analysis	NOUN
cet-14380	65	4	is	be	AUX
cet-14380	65	5	performed	perform	VERB
cet-14380	65	6	within	within	ADP
cet-14380	65	7	the	the	DET
cet-14380	65	8	database	database	NOUN
cet-14380	65	9	software	software	NOUN
cet-14380	65	10	.	.	PUNCT
cet-14380	66	1	figure	figure	VERB
cet-14380	66	2	1	1	NUM
cet-14380	66	3	:	:	PUNCT
cet-14380	66	4	structure	structure	NOUN
cet-14380	66	5	of	of	ADP
cet-14380	66	6	bgs	bgs	PROPN
cet-14380	66	7	national	national	PROPN
cet-14380	66	8	geotechnical	geotechnical	ADJ
cet-14380	66	9	database	database	NOUN
cet-14380	66	10	figure	figure	NOUN
cet-14380	66	11	2	2	NUM
cet-14380	66	12	:	:	PUNCT
cet-14380	66	13	extracting	extract	VERB
cet-14380	66	14	processed	process	VERB
cet-14380	66	15	data	datum	NOUN
cet-14380	66	16	from	from	ADP
cet-14380	66	17	ngd	ngd	PROPN
cet-14380	66	18	being	be	AUX
cet-14380	66	19	a	a	DET
cet-14380	66	20	public	public	ADJ
cet-14380	66	21	agency	agency	NOUN
cet-14380	66	22	,	,	PUNCT
cet-14380	66	23	bgs	bgs	PROPN
cet-14380	66	24	encourages	encourage	VERB
cet-14380	66	25	the	the	DET
cet-14380	66	26	submission	submission	NOUN
cet-14380	66	27	of	of	ADP
cet-14380	66	28	additional	additional	ADJ
cet-14380	66	29	data	datum	NOUN
cet-14380	66	30	by	by	ADP
cet-14380	66	31	providing	provide	VERB
cet-14380	66	32	an	an	DET
cet-14380	66	33	online	online	ADJ
cet-14380	66	34	portal	portal	NOUN
cet-14380	66	35	.	.	PUNCT
cet-14380	67	1	the	the	DET
cet-14380	67	2	database	database	NOUN
cet-14380	67	3	resides	reside	VERB
cet-14380	67	4	within	within	ADP
cet-14380	67	5	a	a	DET
cet-14380	67	6	larger	large	ADJ
cet-14380	67	7	network	network	NOUN
cet-14380	67	8	of	of	ADP
cet-14380	67	9	databases	database	NOUN
cet-14380	67	10	,	,	PUNCT
cet-14380	67	11	which	which	PRON
cet-14380	67	12	are	be	AUX
cet-14380	67	13	maintained	maintain	VERB
cet-14380	67	14	by	by	ADP
cet-14380	67	15	bgs	bgs	PROPN
cet-14380	67	16	.	.	PUNCT
cet-14380	68	1	a	a	DET
cet-14380	68	2	common	common	ADJ
cet-14380	68	3	issue	issue	NOUN
cet-14380	68	4	faced	face	VERB
cet-14380	68	5	by	by	ADP
cet-14380	68	6	the	the	DET
cet-14380	68	7	developers	developer	NOUN
cet-14380	68	8	has	have	AUX
cet-14380	68	9	been	be	AUX
cet-14380	68	10	reconciling	reconcile	VERB
cet-14380	68	11	overlapping	overlap	VERB
cet-14380	68	12	data	datum	NOUN
cet-14380	68	13	.	.	PUNCT
cet-14380	69	1	since	since	SCONJ
cet-14380	69	2	several	several	ADJ
cet-14380	69	3	of	of	ADP
cet-14380	69	4	the	the	DET
cet-14380	69	5	databases	database	NOUN
cet-14380	69	6	are	be	AUX
cet-14380	69	7	designed	design	VERB
cet-14380	69	8	to	to	PART
cet-14380	69	9	run	run	VERB
cet-14380	69	10	as	as	ADP
cet-14380	69	11	stand	stand	NOUN
cet-14380	69	12	-	-	PUNCT
cet-14380	69	13	alone	alone	ADV
cet-14380	69	14	,	,	PUNCT
cet-14380	69	15	they	they	PRON
cet-14380	69	16	may	may	AUX
cet-14380	69	17	contain	contain	VERB
cet-14380	69	18	the	the	DET
cet-14380	69	19	same	same	ADJ
cet-14380	69	20	data	datum	NOUN
cet-14380	69	21	.	.	PUNCT
cet-14380	70	1	when	when	SCONJ
cet-14380	70	2	combined	combine	VERB
cet-14380	70	3	,	,	PUNCT
cet-14380	70	4	the	the	DET
cet-14380	70	5	overlapping	overlap	VERB
cet-14380	70	6	data	datum	NOUN
cet-14380	70	7	must	must	AUX
cet-14380	70	8	be	be	AUX
cet-14380	70	9	properly	properly	ADV
cet-14380	70	10	accounted	account	VERB
cet-14380	70	11	for	for	ADP
cet-14380	70	12	.	.	PUNCT
cet-14380	71	1	543	543	NUM
cet-14380	71	2	4	4	NUM
cet-14380	71	3	.	.	NOUN
cet-14380	71	4	example	example	NOUN
cet-14380	71	5	geotechnical	geotechnical	ADJ
cet-14380	71	6	application	application	NOUN
cet-14380	71	7	the	the	DET
cet-14380	71	8	example	example	NOUN
cet-14380	71	9	discussed	discuss	VERB
cet-14380	71	10	here	here	ADV
cet-14380	71	11	is	be	AUX
cet-14380	71	12	a	a	DET
cet-14380	71	13	geotechnical	geotechnical	ADJ
cet-14380	71	14	design	design	NOUN
cet-14380	71	15	problem	problem	NOUN
cet-14380	71	16	that	that	PRON
cet-14380	71	17	is	be	AUX
cet-14380	71	18	experienced	experience	VERB
cet-14380	71	19	throughout	throughout	ADP
cet-14380	71	20	the	the	DET
cet-14380	71	21	world	world	NOUN
cet-14380	71	22	.	.	PUNCT
cet-14380	72	1	certain	certain	ADJ
cet-14380	72	2	types	type	NOUN
cet-14380	72	3	of	of	ADP
cet-14380	72	4	soils	soil	NOUN
cet-14380	72	5	containing	contain	VERB
cet-14380	72	6	specific	specific	ADJ
cet-14380	72	7	clay	clay	NOUN
cet-14380	72	8	minerals	mineral	NOUN
cet-14380	72	9	exhibit	exhibit	VERB
cet-14380	72	10	very	very	ADV
cet-14380	72	11	large	large	ADJ
cet-14380	72	12	expansion	expansion	NOUN
cet-14380	72	13	and	and	CCONJ
cet-14380	72	14	contraction	contraction	NOUN
cet-14380	72	15	when	when	SCONJ
cet-14380	72	16	subjected	subject	VERB
cet-14380	72	17	to	to	ADP
cet-14380	72	18	wetting	wet	VERB
cet-14380	72	19	and	and	CCONJ
cet-14380	72	20	drying	dry	VERB
cet-14380	72	21	.	.	PUNCT
cet-14380	73	1	these	these	DET
cet-14380	73	2	swelling	swell	VERB
cet-14380	73	3	clays	clay	NOUN
cet-14380	73	4	are	be	AUX
cet-14380	73	5	present	present	ADJ
cet-14380	73	6	near	near	ADP
cet-14380	73	7	the	the	DET
cet-14380	73	8	ground	ground	NOUN
cet-14380	73	9	surface	surface	NOUN
cet-14380	73	10	and	and	CCONJ
cet-14380	73	11	may	may	AUX
cet-14380	73	12	be	be	AUX
cet-14380	73	13	treated	treat	VERB
cet-14380	73	14	in	in	ADP
cet-14380	73	15	a	a	DET
cet-14380	73	16	variety	variety	NOUN
cet-14380	73	17	of	of	ADP
cet-14380	73	18	ways	way	NOUN
cet-14380	73	19	.	.	PUNCT
cet-14380	74	1	however	however	ADV
cet-14380	74	2	,	,	PUNCT
cet-14380	74	3	the	the	DET
cet-14380	74	4	greatest	great	ADJ
cet-14380	74	5	challenge	challenge	NOUN
cet-14380	74	6	is	be	AUX
cet-14380	74	7	to	to	PART
cet-14380	74	8	develop	develop	VERB
cet-14380	74	9	an	an	DET
cet-14380	74	10	economical	economical	ADJ
cet-14380	74	11	solution	solution	NOUN
cet-14380	74	12	that	that	PRON
cet-14380	74	13	could	could	AUX
cet-14380	74	14	be	be	AUX
cet-14380	74	15	applied	apply	VERB
cet-14380	74	16	to	to	ADP
cet-14380	74	17	residential	residential	ADJ
cet-14380	74	18	homes	home	NOUN
cet-14380	74	19	and	and	CCONJ
cet-14380	74	20	other	other	ADJ
cet-14380	74	21	light	light	ADJ
cet-14380	74	22	buildings	building	NOUN
cet-14380	74	23	.	.	PUNCT
cet-14380	75	1	to	to	PART
cet-14380	75	2	address	address	VERB
cet-14380	75	3	the	the	DET
cet-14380	75	4	problem	problem	NOUN
cet-14380	75	5	,	,	PUNCT
cet-14380	75	6	the	the	DET
cet-14380	75	7	engineer	engineer	NOUN
cet-14380	75	8	must	must	AUX
cet-14380	75	9	perform	perform	VERB
cet-14380	75	10	a	a	DET
cet-14380	75	11	variety	variety	NOUN
cet-14380	75	12	of	of	ADP
cet-14380	75	13	tests	test	NOUN
cet-14380	75	14	that	that	PRON
cet-14380	75	15	require	require	VERB
cet-14380	75	16	time	time	NOUN
cet-14380	75	17	and	and	CCONJ
cet-14380	75	18	expense	expense	NOUN
cet-14380	75	19	.	.	PUNCT
cet-14380	76	1	a	a	DET
cet-14380	76	2	better	well	ADJ
cet-14380	76	3	solution	solution	NOUN
cet-14380	76	4	would	would	AUX
cet-14380	76	5	be	be	AUX
cet-14380	76	6	to	to	PART
cet-14380	76	7	correlate	correlate	VERB
cet-14380	76	8	results	result	NOUN
cet-14380	76	9	from	from	ADP
cet-14380	76	10	simpler	simple	ADJ
cet-14380	76	11	,	,	PUNCT
cet-14380	76	12	quicker	quick	ADJ
cet-14380	76	13	tests	test	NOUN
cet-14380	76	14	to	to	PART
cet-14380	76	15	determine	determine	VERB
cet-14380	76	16	the	the	DET
cet-14380	76	17	risk	risk	NOUN
cet-14380	76	18	of	of	ADP
cet-14380	76	19	swelling	swell	VERB
cet-14380	76	20	in	in	ADP
cet-14380	76	21	a	a	DET
cet-14380	76	22	particular	particular	ADJ
cet-14380	76	23	soil	soil	NOUN
cet-14380	76	24	found	find	VERB
cet-14380	76	25	on	on	ADP
cet-14380	76	26	-	-	PUNCT
cet-14380	76	27	site	site	NOUN
cet-14380	76	28	.	.	PUNCT
cet-14380	77	1	one	one	NUM
cet-14380	77	2	approach	approach	NOUN
cet-14380	77	3	that	that	PRON
cet-14380	77	4	is	be	AUX
cet-14380	77	5	gaining	gain	VERB
cet-14380	77	6	popularity	popularity	NOUN
cet-14380	77	7	is	be	AUX
cet-14380	77	8	to	to	PART
cet-14380	77	9	use	use	VERB
cet-14380	77	10	artificial	artificial	ADJ
cet-14380	77	11	neural	neural	ADJ
cet-14380	77	12	networks	network	NOUN
cet-14380	77	13	(	(	PUNCT
cet-14380	77	14	ann	ann	PROPN
cet-14380	77	15	)	)	PUNCT
cet-14380	77	16	to	to	PART
cet-14380	77	17	develop	develop	VERB
cet-14380	77	18	these	these	DET
cet-14380	77	19	correlations	correlation	NOUN
cet-14380	77	20	and	and	CCONJ
cet-14380	77	21	determine	determine	VERB
cet-14380	77	22	the	the	DET
cet-14380	77	23	level	level	NOUN
cet-14380	77	24	of	of	ADP
cet-14380	77	25	risk	risk	NOUN
cet-14380	77	26	the	the	DET
cet-14380	77	27	candidate	candidate	NOUN
cet-14380	77	28	soil	soil	NOUN
cet-14380	77	29	presents	present	NOUN
cet-14380	77	30	.	.	PUNCT
cet-14380	78	1	simple	simple	ADJ
cet-14380	78	2	remedies	remedy	NOUN
cet-14380	78	3	,	,	PUNCT
cet-14380	78	4	such	such	ADJ
cet-14380	78	5	as	as	ADP
cet-14380	78	6	mixing	mix	VERB
cet-14380	78	7	a	a	DET
cet-14380	78	8	percentage	percentage	NOUN
cet-14380	78	9	of	of	ADP
cet-14380	78	10	sand	sand	NOUN
cet-14380	78	11	with	with	ADP
cet-14380	78	12	the	the	DET
cet-14380	78	13	swelling	swell	VERB
cet-14380	78	14	soil	soil	NOUN
cet-14380	78	15	,	,	PUNCT
cet-14380	78	16	may	may	AUX
cet-14380	78	17	be	be	AUX
cet-14380	78	18	evaluated	evaluate	VERB
cet-14380	78	19	as	as	ADV
cet-14380	78	20	well	well	ADV
cet-14380	78	21	(	(	PUNCT
cet-14380	78	22	najjar	najjar	PROPN
cet-14380	78	23	et	et	PROPN
cet-14380	78	24	al	al	PROPN
cet-14380	78	25	.	.	PROPN
cet-14380	78	26	,	,	PUNCT
cet-14380	78	27	2019	2019	NUM
cet-14380	78	28	)	)	PUNCT
cet-14380	78	29	.	.	PUNCT
cet-14380	79	1	the	the	DET
cet-14380	79	2	utilization	utilization	NOUN
cet-14380	79	3	of	of	ADP
cet-14380	79	4	artificial	artificial	ADJ
cet-14380	79	5	neural	neural	ADJ
cet-14380	79	6	network	network	NOUN
cet-14380	79	7	(	(	PUNCT
cet-14380	79	8	ann	ann	PROPN
cet-14380	79	9	)	)	PUNCT
cet-14380	79	10	models	model	NOUN
cet-14380	79	11	enables	enable	VERB
cet-14380	79	12	informed	informed	ADJ
cet-14380	79	13	decision	decision	NOUN
cet-14380	79	14	-	-	PUNCT
cet-14380	79	15	making	making	NOUN
cet-14380	79	16	to	to	PART
cet-14380	79	17	address	address	VERB
cet-14380	79	18	and	and	CCONJ
cet-14380	79	19	mitigate	mitigate	VERB
cet-14380	79	20	problems	problem	NOUN
cet-14380	79	21	effectively	effectively	ADV
cet-14380	79	22	(	(	PUNCT
cet-14380	79	23	anibal	anibal	PROPN
cet-14380	79	24	et	et	PROPN
cet-14380	79	25	al	al	PROPN
cet-14380	79	26	.	.	PROPN
cet-14380	79	27	,	,	PUNCT
cet-14380	79	28	2023	2023	NUM
cet-14380	79	29	)	)	PUNCT
cet-14380	79	30	.	.	PUNCT
cet-14380	80	1	the	the	DET
cet-14380	80	2	candidate	candidate	NOUN
cet-14380	80	3	swelling	swell	VERB
cet-14380	80	4	clay	clay	NOUN
cet-14380	80	5	soil	soil	NOUN
cet-14380	80	6	comes	come	VERB
cet-14380	80	7	from	from	ADP
cet-14380	80	8	damsarkho	damsarkho	PROPN
cet-14380	80	9	city	city	NOUN
cet-14380	80	10	in	in	ADP
cet-14380	80	11	the	the	DET
cet-14380	80	12	latakia	latakia	NOUN
cet-14380	80	13	region	region	NOUN
cet-14380	80	14	of	of	ADP
cet-14380	80	15	syria	syria	PROPN
cet-14380	80	16	.	.	PUNCT
cet-14380	81	1	the	the	DET
cet-14380	81	2	unified	unify	VERB
cet-14380	81	3	soil	soil	NOUN
cet-14380	81	4	classification	classification	NOUN
cet-14380	81	5	system	system	NOUN
cet-14380	81	6	(	(	PUNCT
cet-14380	81	7	astm	astm	PROPN
cet-14380	81	8	,	,	PUNCT
cet-14380	81	9	2017	2017	NUM
cet-14380	81	10	)	)	PUNCT
cet-14380	81	11	classifies	classify	VERB
cet-14380	81	12	it	it	PRON
cet-14380	81	13	as	as	ADP
cet-14380	81	14	ch	ch	PROPN
cet-14380	81	15	.	.	PUNCT
cet-14380	82	1	the	the	DET
cet-14380	82	2	sand	sand	NOUN
cet-14380	82	3	used	use	VERB
cet-14380	82	4	to	to	PART
cet-14380	82	5	modify	modify	VERB
cet-14380	82	6	its	its	PRON
cet-14380	82	7	swelling	swell	VERB
cet-14380	82	8	behavior	behavior	NOUN
cet-14380	82	9	is	be	AUX
cet-14380	82	10	a	a	DET
cet-14380	82	11	fine	fine	ADJ
cet-14380	82	12	marine	marine	ADJ
cet-14380	82	13	sand	sand	NOUN
cet-14380	82	14	common	common	ADJ
cet-14380	82	15	to	to	ADP
cet-14380	82	16	the	the	DET
cet-14380	82	17	coastal	coastal	ADJ
cet-14380	82	18	area	area	NOUN
cet-14380	82	19	.	.	PUNCT
cet-14380	83	1	various	various	ADJ
cet-14380	83	2	soil	soil	NOUN
cet-14380	83	3	mixtures	mixture	NOUN
cet-14380	83	4	were	be	AUX
cet-14380	83	5	prepared	prepare	VERB
cet-14380	83	6	by	by	ADP
cet-14380	83	7	incorporating	incorporate	VERB
cet-14380	83	8	different	different	ADJ
cet-14380	83	9	proportions	proportion	NOUN
cet-14380	83	10	of	of	ADP
cet-14380	83	11	sand	sand	NOUN
cet-14380	83	12	(	(	PUNCT
cet-14380	83	13	10	10	NUM
cet-14380	83	14	%	%	NOUN
cet-14380	83	15	,	,	PUNCT
cet-14380	83	16	20	20	NUM
cet-14380	83	17	%	%	NOUN
cet-14380	83	18	,	,	PUNCT
cet-14380	83	19	30	30	NUM
cet-14380	83	20	%	%	NOUN
cet-14380	83	21	,	,	PUNCT
cet-14380	83	22	40	40	NUM
cet-14380	83	23	%	%	NOUN
cet-14380	83	24	,	,	PUNCT
cet-14380	83	25	and	and	CCONJ
cet-14380	83	26	50	50	NUM
cet-14380	83	27	%	%	NOUN
cet-14380	83	28	)	)	PUNCT
cet-14380	83	29	into	into	ADP
cet-14380	83	30	the	the	DET
cet-14380	83	31	expansive	expansive	ADJ
cet-14380	83	32	soils	soil	NOUN
cet-14380	83	33	based	base	VERB
cet-14380	83	34	on	on	ADP
cet-14380	83	35	dry	dry	ADJ
cet-14380	83	36	weight	weight	NOUN
cet-14380	83	37	.	.	PUNCT
cet-14380	84	1	proctor	proctor	NOUN
cet-14380	84	2	experiments	experiment	NOUN
cet-14380	84	3	were	be	AUX
cet-14380	84	4	conducted	conduct	VERB
cet-14380	84	5	(	(	PUNCT
cet-14380	84	6	figure	figure	NOUN
cet-14380	84	7	3(a	3(a	NUM
cet-14380	84	8	)	)	PUNCT
cet-14380	84	9	)	)	PUNCT
cet-14380	84	10	to	to	PART
cet-14380	84	11	determine	determine	VERB
cet-14380	84	12	the	the	DET
cet-14380	84	13	maximum	maximum	ADJ
cet-14380	84	14	dry	dry	ADJ
cet-14380	84	15	density	density	NOUN
cet-14380	84	16	and	and	CCONJ
cet-14380	84	17	optimum	optimum	ADJ
cet-14380	84	18	moisture	moisture	NOUN
cet-14380	84	19	for	for	ADP
cet-14380	84	20	each	each	DET
cet-14380	84	21	mixing	mix	VERB
cet-14380	84	22	percentage	percentage	NOUN
cet-14380	84	23	.	.	PUNCT
cet-14380	85	1	the	the	DET
cet-14380	85	2	results	result	NOUN
cet-14380	85	3	demonstrate	demonstrate	VERB
cet-14380	85	4	a	a	DET
cet-14380	85	5	continuous	continuous	ADJ
cet-14380	85	6	increase	increase	NOUN
cet-14380	85	7	in	in	ADP
cet-14380	85	8	the	the	DET
cet-14380	85	9	maximum	maximum	ADJ
cet-14380	85	10	dry	dry	ADJ
cet-14380	85	11	density	density	NOUN
cet-14380	85	12	,	,	PUNCT
cet-14380	85	13	which	which	PRON
cet-14380	85	14	is	be	AUX
cet-14380	85	15	consistent	consistent	ADJ
cet-14380	85	16	with	with	ADP
cet-14380	85	17	gupta	gupta	PROPN
cet-14380	85	18	and	and	CCONJ
cet-14380	85	19	sharma	sharma	PROPN
cet-14380	85	20	's	's	PART
cet-14380	85	21	findings	finding	NOUN
cet-14380	85	22	(	(	PUNCT
cet-14380	85	23	gupta	gupta	NOUN
cet-14380	85	24	and	and	CCONJ
cet-14380	85	25	sharma	sharma	NOUN
cet-14380	85	26	,	,	PUNCT
cet-14380	85	27	2014	2014	NUM
cet-14380	85	28	)	)	PUNCT
cet-14380	85	29	.	.	PUNCT
cet-14380	86	1	(	(	PUNCT
cet-14380	86	2	a	a	X
cet-14380	86	3	)	)	PUNCT
cet-14380	86	4	(	(	PUNCT
cet-14380	86	5	b	b	X
cet-14380	86	6	)	)	PUNCT
cet-14380	86	7	figure	figure	NOUN
cet-14380	86	8	3	3	NUM
cet-14380	86	9	:	:	PUNCT
cet-14380	86	10	(	(	PUNCT
cet-14380	86	11	a	a	X
cet-14380	86	12	)	)	PUNCT
cet-14380	86	13	proctor	proctor	NOUN
cet-14380	86	14	experiments	experiment	NOUN
cet-14380	86	15	for	for	ADP
cet-14380	86	16	clay	clay	NOUN
cet-14380	86	17	samples	sample	NOUN
cet-14380	86	18	with	with	ADP
cet-14380	86	19	different	different	ADJ
cet-14380	86	20	percentages	percentage	NOUN
cet-14380	86	21	of	of	ADP
cet-14380	86	22	added	add	VERB
cet-14380	86	23	sand	sand	NOUN
cet-14380	86	24	(	(	PUNCT
cet-14380	86	25	b	b	NOUN
cet-14380	86	26	)	)	PUNCT
cet-14380	86	27	beneficial	beneficial	ADJ
cet-14380	86	28	effect	effect	NOUN
cet-14380	86	29	of	of	ADP
cet-14380	86	30	adding	add	VERB
cet-14380	86	31	sand	sand	NOUN
cet-14380	86	32	to	to	ADP
cet-14380	86	33	swelling	swell	VERB
cet-14380	86	34	clay	clay	NOUN
cet-14380	86	35	the	the	DET
cet-14380	86	36	benefits	benefit	NOUN
cet-14380	86	37	of	of	ADP
cet-14380	86	38	adding	add	VERB
cet-14380	86	39	sand	sand	NOUN
cet-14380	86	40	are	be	AUX
cet-14380	86	41	shown	show	VERB
cet-14380	86	42	in	in	ADP
cet-14380	86	43	figure	figure	NOUN
cet-14380	86	44	3(b	3(b	NUM
cet-14380	86	45	)	)	PUNCT
cet-14380	86	46	,	,	PUNCT
cet-14380	86	47	where	where	SCONJ
cet-14380	86	48	the	the	DET
cet-14380	86	49	liquid	liquid	ADJ
cet-14380	86	50	limit	limit	NOUN
cet-14380	86	51	is	be	AUX
cet-14380	86	52	reduced	reduce	VERB
cet-14380	86	53	from	from	ADP
cet-14380	86	54	an	an	DET
cet-14380	86	55	original	original	ADJ
cet-14380	86	56	value	value	NOUN
cet-14380	86	57	of	of	ADP
cet-14380	86	58	80	80	NUM
cet-14380	86	59	%	%	NOUN
cet-14380	86	60	to	to	ADP
cet-14380	86	61	40	40	NUM
cet-14380	86	62	%	%	NOUN
cet-14380	86	63	.	.	PUNCT
cet-14380	87	1	liquid	liquid	ADJ
cet-14380	87	2	limit	limit	NOUN
cet-14380	87	3	is	be	AUX
cet-14380	87	4	an	an	DET
cet-14380	87	5	index	index	NOUN
cet-14380	87	6	indicator	indicator	NOUN
cet-14380	87	7	of	of	ADP
cet-14380	87	8	swelling	swell	VERB
cet-14380	87	9	potential	potential	NOUN
cet-14380	87	10	where	where	SCONJ
cet-14380	87	11	values	value	NOUN
cet-14380	87	12	above	above	ADP
cet-14380	87	13	50	50	NUM
cet-14380	87	14	%	%	NOUN
cet-14380	87	15	are	be	AUX
cet-14380	87	16	considered	consider	VERB
cet-14380	87	17	to	to	PART
cet-14380	87	18	have	have	VERB
cet-14380	87	19	high	high	ADJ
cet-14380	87	20	swell	swell	ADJ
cet-14380	87	21	potential	potential	NOUN
cet-14380	87	22	.	.	PUNCT
cet-14380	88	1	the	the	DET
cet-14380	88	2	clay	clay	NOUN
cet-14380	88	3	mineralogy	mineralogy	NOUN
cet-14380	88	4	of	of	ADP
cet-14380	88	5	soil	soil	NOUN
cet-14380	88	6	can	can	AUX
cet-14380	88	7	be	be	AUX
cet-14380	88	8	associated	associate	VERB
cet-14380	88	9	with	with	ADP
cet-14380	88	10	the	the	DET
cet-14380	88	11	position	position	NOUN
cet-14380	88	12	of	of	ADP
cet-14380	88	13	the	the	DET
cet-14380	88	14	atterberg	atterberg	PROPN
cet-14380	88	15	limits	limit	VERB
cet-14380	88	16	plot	plot	NOUN
cet-14380	88	17	on	on	ADP
cet-14380	88	18	a	a	DET
cet-14380	88	19	plasticity	plasticity	NOUN
cet-14380	88	20	chart	chart	NOUN
cet-14380	88	21	(	(	PUNCT
cet-14380	88	22	casagrande	casagrande	PROPN
cet-14380	88	23	,	,	PUNCT
cet-14380	88	24	1948	1948	NUM
cet-14380	88	25	)	)	PUNCT
cet-14380	88	26	.	.	PUNCT
cet-14380	89	1	to	to	ADP
cet-14380	89	2	this	this	DET
cet-14380	89	3	end	end	NOUN
cet-14380	89	4	,	,	PUNCT
cet-14380	89	5	the	the	DET
cet-14380	89	6	liquid	liquid	ADJ
cet-14380	89	7	limit	limit	NOUN
cet-14380	89	8	and	and	CCONJ
cet-14380	89	9	plasticity	plasticity	NOUN
cet-14380	89	10	index	index	NOUN
cet-14380	89	11	were	be	AUX
cet-14380	89	12	plotted	plot	VERB
cet-14380	89	13	on	on	ADP
cet-14380	89	14	a	a	DET
cet-14380	89	15	plasticity	plasticity	NOUN
cet-14380	89	16	chart	chart	NOUN
cet-14380	89	17	for	for	ADP
cet-14380	89	18	each	each	DET
cet-14380	89	19	percentage	percentage	NOUN
cet-14380	89	20	of	of	ADP
cet-14380	89	21	added	add	VERB
cet-14380	89	22	sand	sand	NOUN
cet-14380	89	23	,	,	PUNCT
cet-14380	89	24	which	which	PRON
cet-14380	89	25	included	include	VERB
cet-14380	89	26	ranges	range	NOUN
cet-14380	89	27	for	for	ADP
cet-14380	89	28	montmorillonite	montmorillonite	ADJ
cet-14380	89	29	,	,	PUNCT
cet-14380	89	30	illite	illite	NOUN
cet-14380	89	31	,	,	PUNCT
cet-14380	89	32	kaolinite	kaolinite	NOUN
cet-14380	89	33	,	,	PUNCT
cet-14380	89	34	and	and	CCONJ
cet-14380	89	35	chlorite	chlorite	NOUN
cet-14380	89	36	(	(	PUNCT
cet-14380	89	37	holtz	holtz	NOUN
cet-14380	89	38	and	and	CCONJ
cet-14380	89	39	kovacs	kovacs	PROPN
cet-14380	89	40	,	,	PUNCT
cet-14380	89	41	1981	1981	NUM
cet-14380	89	42	)	)	PUNCT
cet-14380	89	43	.	.	PUNCT
cet-14380	90	1	the	the	DET
cet-14380	90	2	present	present	ADJ
cet-14380	90	3	study	study	NOUN
cet-14380	90	4	found	find	VERB
cet-14380	90	5	that	that	SCONJ
cet-14380	90	6	the	the	DET
cet-14380	90	7	samples	sample	NOUN
cet-14380	90	8	with	with	ADP
cet-14380	90	9	varying	vary	VERB
cet-14380	90	10	percentages	percentage	NOUN
cet-14380	90	11	of	of	ADP
cet-14380	90	12	added	add	VERB
cet-14380	90	13	sand	sand	NOUN
cet-14380	90	14	consisted	consist	VERB
cet-14380	90	15	predominantly	predominantly	ADV
cet-14380	90	16	of	of	ADP
cet-14380	90	17	illite	illite	NOUN
cet-14380	90	18	based	base	VERB
cet-14380	90	19	on	on	ADP
cet-14380	90	20	the	the	DET
cet-14380	90	21	plasticity	plasticity	NOUN
cet-14380	90	22	chart	chart	NOUN
cet-14380	90	23	.	.	PUNCT
cet-14380	91	1	the	the	DET
cet-14380	91	2	free	free	ADJ
cet-14380	91	3	swell	swell	NOUN
cet-14380	91	4	was	be	AUX
cet-14380	91	5	determined	determine	VERB
cet-14380	91	6	for	for	ADP
cet-14380	91	7	clear	clear	ADJ
cet-14380	91	8	clayey	clayey	NOUN
cet-14380	91	9	soil	soil	NOUN
cet-14380	91	10	(	(	PUNCT
cet-14380	91	11	i.e.	i.e.	X
cet-14380	91	12	,	,	PUNCT
cet-14380	91	13	without	without	ADP
cet-14380	91	14	any	any	DET
cet-14380	91	15	sand	sand	NOUN
cet-14380	91	16	content	content	NOUN
cet-14380	91	17	)	)	PUNCT
cet-14380	91	18	using	use	VERB
cet-14380	91	19	prakash	prakash	PROPN
cet-14380	91	20	and	and	CCONJ
cet-14380	91	21	sridharan	sridharan	PROPN
cet-14380	91	22	's	's	PART
cet-14380	91	23	(	(	PUNCT
cet-14380	91	24	prakash	prakash	PROPN
cet-14380	91	25	and	and	CCONJ
cet-14380	91	26	sridharan	sridharan	ADJ
cet-14380	91	27	,	,	PUNCT
cet-14380	91	28	2004	2004	NUM
cet-14380	91	29	)	)	PUNCT
cet-14380	91	30	method	method	NOUN
cet-14380	91	31	and	and	CCONJ
cet-14380	91	32	was	be	AUX
cet-14380	91	33	found	find	VERB
cet-14380	91	34	to	to	PART
cet-14380	91	35	be	be	AUX
cet-14380	91	36	127	127	NUM
cet-14380	91	37	%	%	NOUN
cet-14380	91	38	.	.	PUNCT
cet-14380	92	1	the	the	DET
cet-14380	92	2	other	other	ADJ
cet-14380	92	3	two	two	NUM
cet-14380	92	4	parameters	parameter	NOUN
cet-14380	92	5	(	(	PUNCT
cet-14380	92	6	pl	pl	NOUN
cet-14380	92	7	,	,	PUNCT
cet-14380	92	8	pi	pi	NOUN
cet-14380	92	9	)	)	PUNCT
cet-14380	92	10	are	be	AUX
cet-14380	92	11	indexes	index	NOUN
cet-14380	92	12	that	that	PRON
cet-14380	92	13	reflect	reflect	VERB
cet-14380	92	14	improved	improved	ADJ
cet-14380	92	15	behaviour	behaviour	NOUN
cet-14380	92	16	with	with	ADP
cet-14380	92	17	lower	low	ADJ
cet-14380	92	18	values	value	NOUN
cet-14380	92	19	.	.	PUNCT
cet-14380	93	1	additional	additional	ADJ
cet-14380	93	2	parameters	parameter	NOUN
cet-14380	93	3	that	that	PRON
cet-14380	93	4	influence	influence	VERB
cet-14380	93	5	the	the	DET
cet-14380	93	6	degree	degree	NOUN
cet-14380	93	7	of	of	ADP
cet-14380	93	8	swelling	swelling	NOUN
cet-14380	93	9	are	be	AUX
cet-14380	93	10	the	the	DET
cet-14380	93	11	compacted	compact	VERB
cet-14380	93	12	dry	dry	ADJ
cet-14380	93	13	density	density	NOUN
cet-14380	93	14	of	of	ADP
cet-14380	93	15	the	the	DET
cet-14380	93	16	clay	clay	NOUN
cet-14380	93	17	/	/	SYM
cet-14380	93	18	sand	sand	NOUN
cet-14380	93	19	mixture	mixture	NOUN
cet-14380	93	20	and	and	CCONJ
cet-14380	93	21	the	the	DET
cet-14380	93	22	amount	amount	NOUN
cet-14380	93	23	of	of	ADP
cet-14380	93	24	compaction	compaction	NOUN
cet-14380	93	25	energy	energy	NOUN
cet-14380	93	26	.	.	PUNCT
cet-14380	94	1	optimizing	optimize	VERB
cet-14380	94	2	these	these	DET
cet-14380	94	3	two	two	NUM
cet-14380	94	4	main	main	ADJ
cet-14380	94	5	parameters	parameter	NOUN
cet-14380	94	6	,	,	PUNCT
cet-14380	94	7	in	in	ADP
cet-14380	94	8	addition	addition	NOUN
cet-14380	94	9	to	to	ADP
cet-14380	94	10	accounting	account	VERB
cet-14380	94	11	for	for	ADP
cet-14380	94	12	many	many	ADJ
cet-14380	94	13	other	other	ADJ
cet-14380	94	14	conditions	condition	NOUN
cet-14380	94	15	,	,	PUNCT
cet-14380	94	16	became	become	VERB
cet-14380	94	17	a	a	DET
cet-14380	94	18	very	very	ADV
cet-14380	94	19	complex	complex	ADJ
cet-14380	94	20	operation	operation	NOUN
cet-14380	94	21	where	where	SCONJ
cet-14380	94	22	traditional	traditional	ADJ
cet-14380	94	23	approaches	approach	NOUN
cet-14380	94	24	such	such	ADJ
cet-14380	94	25	as	as	ADP
cet-14380	94	26	regression	regression	NOUN
cet-14380	94	27	analysis	analysis	NOUN
cet-14380	94	28	were	be	AUX
cet-14380	94	29	not	not	PART
cet-14380	94	30	adequate	adequate	ADJ
cet-14380	94	31	to	to	PART
cet-14380	94	32	predict	predict	VERB
cet-14380	94	33	behavior	behavior	NOUN
cet-14380	94	34	.	.	PUNCT
cet-14380	95	1	artificial	artificial	ADJ
cet-14380	95	2	neural	neural	ADJ
cet-14380	95	3	networks	network	NOUN
cet-14380	95	4	were	be	AUX
cet-14380	95	5	used	use	VERB
cet-14380	95	6	to	to	PART
cet-14380	95	7	help	help	VERB
cet-14380	95	8	predict	predict	VERB
cet-14380	95	9	the	the	DET
cet-14380	95	10	dry	dry	ADJ
cet-14380	95	11	density	density	NOUN
cet-14380	95	12	that	that	PRON
cet-14380	95	13	minimized	minimized	ADJ
cet-14380	95	14	volumetric	volumetric	NOUN
cet-14380	95	15	changes	change	NOUN
cet-14380	95	16	(	(	PUNCT
cet-14380	95	17	swell	swell	ADJ
cet-14380	95	18	/	/	SYM
cet-14380	95	19	shrink	shrink	NOUN
cet-14380	95	20	)	)	PUNCT
cet-14380	95	21	,	,	PUNCT
cet-14380	95	22	required	require	VERB
cet-14380	95	23	compaction	compaction	NOUN
cet-14380	95	24	effort	effort	NOUN
cet-14380	95	25	,	,	PUNCT
cet-14380	95	26	and	and	CCONJ
cet-14380	95	27	in	in	ADP
cet-14380	95	28	-	-	PUNCT
cet-14380	95	29	situ	situ	NOUN
cet-14380	95	30	confining	confining	NOUN
cet-14380	95	31	stress	stress	NOUN
cet-14380	95	32	.	.	PUNCT
cet-14380	96	1	confining	confine	VERB
cet-14380	96	2	stress	stress	NOUN
cet-14380	96	3	represents	represent	VERB
cet-14380	96	4	the	the	DET
cet-14380	96	5	load	load	NOUN
cet-14380	96	6	due	due	ADP
cet-14380	96	7	to	to	ADP
cet-14380	96	8	buildings	building	NOUN
cet-14380	96	9	constructed	construct	VERB
cet-14380	96	10	over	over	ADP
cet-14380	96	11	the	the	DET
cet-14380	96	12	swelling	swell	VERB
cet-14380	96	13	soil	soil	NOUN
cet-14380	96	14	.	.	PUNCT
cet-14380	97	1	additional	additional	ADJ
cet-14380	97	2	conditions	condition	NOUN
cet-14380	97	3	and	and	CCONJ
cet-14380	97	4	constraints	constraint	NOUN
cet-14380	97	5	were	be	AUX
cet-14380	97	6	also	also	ADV
cet-14380	97	7	included	include	VERB
cet-14380	97	8	,	,	PUNCT
cet-14380	97	9	but	but	CCONJ
cet-14380	97	10	they	they	PRON
cet-14380	97	11	are	be	AUX
cet-14380	97	12	beyond	beyond	ADP
cet-14380	97	13	the	the	DET
cet-14380	97	14	scope	scope	NOUN
cet-14380	97	15	of	of	ADP
cet-14380	97	16	this	this	DET
cet-14380	97	17	paper	paper	NOUN
cet-14380	97	18	.	.	PUNCT
cet-14380	98	1	matlab	matlab	PROPN
cet-14380	98	2	was	be	AUX
cet-14380	98	3	utilized	utilize	VERB
cet-14380	98	4	as	as	ADP
cet-14380	98	5	the	the	DET
cet-14380	98	6	primary	primary	ADJ
cet-14380	98	7	tool	tool	NOUN
cet-14380	98	8	for	for	ADP
cet-14380	98	9	implementing	implement	VERB
cet-14380	98	10	the	the	DET
cet-14380	98	11	ann	ann	PROPN
cet-14380	98	12	model	model	NOUN
cet-14380	98	13	,	,	PUNCT
cet-14380	98	14	with	with	ADP
cet-14380	98	15	performance	performance	NOUN
cet-14380	98	16	metrics	metric	NOUN
cet-14380	98	17	including	include	VERB
cet-14380	98	18	coefficient	coefficient	NOUN
cet-14380	98	19	of	of	ADP
cet-14380	98	20	correlation	correlation	NOUN
cet-14380	98	21	(	(	PUNCT
cet-14380	98	22	r	r	NOUN
cet-14380	98	23	)	)	PUNCT
cet-14380	98	24	and	and	CCONJ
cet-14380	98	25	mean	mean	VERB
cet-14380	98	26	square	square	ADJ
cet-14380	98	27	error	error	NOUN
cet-14380	98	28	(	(	PUNCT
cet-14380	98	29	mse	mse	NOUN
cet-14380	98	30	)	)	PUNCT
cet-14380	98	31	used	use	VERB
cet-14380	98	32	to	to	PART
cet-14380	98	33	evaluate	evaluate	VERB
cet-14380	98	34	the	the	DET
cet-14380	98	35	model	model	NOUN
cet-14380	98	36	's	's	PART
cet-14380	98	37	accuracy	accuracy	NOUN
cet-14380	98	38	.	.	PUNCT
cet-14380	99	1	we	we	PRON
cet-14380	99	2	developed	develop	VERB
cet-14380	99	3	prediction	prediction	NOUN
cet-14380	99	4	models	model	NOUN
cet-14380	99	5	for	for	ADP
cet-14380	99	6	dry	dry	ADJ
cet-14380	99	7	density	density	NOUN
cet-14380	99	8	ann(𝛾𝑚𝑎𝑥	ann(𝛾𝑚𝑎𝑥	NOUN
cet-14380	99	9	)	)	PUNCT
cet-14380	99	10	and	and	CCONJ
cet-14380	99	11	stress	stress	NOUN
cet-14380	99	12	state	state	NOUN
cet-14380	99	13	for	for	ADP
cet-14380	99	14	minimum	minimum	ADJ
cet-14380	99	15	volume	volume	NOUN
cet-14380	99	16	change	change	NOUN
cet-14380	99	17	ann(𝜎𝑚𝑖𝑛	ann(𝜎𝑚𝑖𝑛	NOUN
cet-14380	99	18	)	)	PUNCT
cet-14380	99	19	.	.	PUNCT
cet-14380	100	1	inputs	input	NOUN
cet-14380	100	2	came	come	VERB
cet-14380	100	3	from	from	ADP
cet-14380	100	4	the	the	DET
cet-14380	100	5	results	result	NOUN
cet-14380	100	6	of	of	ADP
cet-14380	100	7	simple	simple	ADJ
cet-14380	100	8	experiments	experiment	NOUN
cet-14380	100	9	and	and	CCONJ
cet-14380	100	10	combinations	combination	NOUN
cet-14380	100	11	of	of	ADP
cet-14380	100	12	sand	sand	NOUN
cet-14380	100	13	/	/	SYM
cet-14380	100	14	clay	clay	NOUN
cet-14380	100	15	mixtures	mixture	NOUN
cet-14380	100	16	.	.	PUNCT
cet-14380	101	1	in	in	ADP
cet-14380	101	2	this	this	DET
cet-14380	101	3	work	work	NOUN
cet-14380	101	4	,	,	PUNCT
cet-14380	101	5	648	648	NUM
cet-14380	101	6	sets	set	NOUN
cet-14380	101	7	of	of	ADP
cet-14380	101	8	data	datum	NOUN
cet-14380	101	9	were	be	AUX
cet-14380	101	10	used	use	VERB
cet-14380	101	11	for	for	ADP
cet-14380	101	12	the	the	DET
cet-14380	101	13	dry	dry	ADJ
cet-14380	101	14	density	density	NOUN
cet-14380	101	15	and	and	CCONJ
cet-14380	101	16	for	for	ADP
cet-14380	101	17	applied	applied	ADJ
cet-14380	101	18	stress	stress	NOUN
cet-14380	101	19	that	that	PRON
cet-14380	101	20	achieves	achieve	VERB
cet-14380	101	21	minimum	minimum	ADJ
cet-14380	101	22	volumetric	volumetric	NOUN
cet-14380	101	23	change	change	NOUN
cet-14380	101	24	.	.	PUNCT
cet-14380	102	1	for	for	ADP
cet-14380	102	2	training	training	NOUN
cet-14380	102	3	,	,	PUNCT
cet-14380	102	4	70	70	NUM
cet-14380	102	5	%	%	NOUN
cet-14380	102	6	of	of	ADP
cet-14380	102	7	the	the	DET
cet-14380	102	8	data	datum	NOUN
cet-14380	102	9	was	be	AUX
cet-14380	102	10	used	use	VERB
cet-14380	102	11	,	,	PUNCT
cet-14380	102	12	while	while	SCONJ
cet-14380	102	13	the	the	DET
cet-14380	102	14	remaining	remain	VERB
cet-14380	102	15	30	30	NUM
cet-14380	102	16	%	%	NOUN
cet-14380	102	17	was	be	AUX
cet-14380	102	18	used	use	VERB
cet-14380	102	19	for	for	ADP
cet-14380	102	20	validation	validation	NOUN
cet-14380	102	21	and	and	CCONJ
cet-14380	102	22	testing	testing	NOUN
cet-14380	102	23	.	.	PUNCT
cet-14380	103	1	a	a	DET
cet-14380	103	2	schematic	schematic	ADJ
cet-14380	103	3	of	of	ADP
cet-14380	103	4	the	the	DET
cet-14380	103	5	network	network	NOUN
cet-14380	103	6	is	be	AUX
cet-14380	103	7	shown	show	VERB
cet-14380	103	8	in	in	ADP
cet-14380	103	9	figure	figure	NOUN
cet-14380	103	10	4	4	NUM
cet-14380	103	11	.	.	PUNCT
cet-14380	104	1	constraints	constraint	NOUN
cet-14380	104	2	of	of	ADP
cet-14380	104	3	the	the	DET
cet-14380	104	4	models	model	NOUN
cet-14380	104	5	were	be	AUX
cet-14380	104	6	set	set	VERB
cet-14380	104	7	to	to	ADP
cet-14380	104	8	minimums	minimum	NOUN
cet-14380	104	9	and	and	CCONJ
cet-14380	104	10	maximums	maximum	NOUN
cet-14380	104	11	determined	determine	VERB
cet-14380	104	12	from	from	ADP
cet-14380	104	13	prior	prior	ADJ
cet-14380	104	14	laboratory	laboratory	NOUN
cet-14380	104	15	measurements	measurement	NOUN
cet-14380	104	16	,	,	PUNCT
cet-14380	104	17	as	as	SCONJ
cet-14380	104	18	shown	show	VERB
cet-14380	104	19	in	in	ADP
cet-14380	104	20	table	table	NOUN
cet-14380	104	21	3	3	NUM
cet-14380	104	22	.	.	X
cet-14380	104	23	544	544	NUM
cet-14380	104	24	figure	figure	NOUN
cet-14380	104	25	4	4	NUM
cet-14380	104	26	:	:	PUNCT
cet-14380	104	27	schematic	schematic	ADJ
cet-14380	104	28	of	of	ADP
cet-14380	104	29	neural	neural	ADJ
cet-14380	104	30	network	network	NOUN
cet-14380	104	31	models	model	NOUN
cet-14380	104	32	table	table	VERB
cet-14380	104	33	3	3	NUM
cet-14380	104	34	:	:	PUNCT
cet-14380	104	35	constraints	constraint	NOUN
cet-14380	104	36	used	use	VERB
cet-14380	104	37	in	in	ADP
cet-14380	104	38	ann	ann	PROPN
cet-14380	104	39	process	process	NOUN
cet-14380	104	40	input	input	NOUN
cet-14380	104	41	parameters	parameter	NOUN
cet-14380	104	42	ann(𝜸𝒎𝒂𝒙	ann(𝜸𝒎𝒂𝒙	NUM
cet-14380	104	43	)	)	PUNCT
cet-14380	104	44	ann(𝝈𝒎𝒊𝒏	ann(𝝈𝒎𝒊𝒏	NUM
cet-14380	105	1	)	)	PUNCT
cet-14380	105	2	min	min	PROPN
cet-14380	105	3	max	max	PROPN
cet-14380	105	4	min	min	PROPN
cet-14380	105	5	max	max	PROPN
cet-14380	105	6	ll	ll	AUX
cet-14380	105	7	(	(	PUNCT
cet-14380	105	8	%	%	INTJ
cet-14380	105	9	)	)	PUNCT
cet-14380	105	10	41	41	NUM
cet-14380	105	11	79	79	NUM
cet-14380	105	12	41	41	NUM
cet-14380	105	13	79	79	NUM
cet-14380	105	14	sr	sr	PROPN
cet-14380	105	15	(	(	PUNCT
cet-14380	105	16	%	%	NOUN
cet-14380	105	17	)	)	PUNCT
cet-14380	105	18	45	45	NUM
cet-14380	105	19	100	100	NUM
cet-14380	105	20	45	45	NUM
cet-14380	105	21	100	100	NUM
cet-14380	105	22	σ	σ	NOUN
cet-14380	105	23	(	(	PUNCT
cet-14380	105	24	kn	kn	PROPN
cet-14380	105	25	/	/	SYM
cet-14380	105	26	m2	m2	PROPN
cet-14380	105	27	)	)	PUNCT
cet-14380	105	28	25	25	NUM
cet-14380	105	29	300	300	NUM
cet-14380	105	30	𝜸𝒅	𝜸𝒅	PROPN
cet-14380	105	31	(	(	PUNCT
cet-14380	105	32	kn	kn	PROPN
cet-14380	105	33	/	/	SYM
cet-14380	105	34	m3	m3	PROPN
cet-14380	105	35	)	)	PUNCT
cet-14380	105	36	12	12	NUM
cet-14380	105	37	17.8	17.8	NUM
cet-14380	105	38	𝜸𝒃𝒓𝒐	𝜸𝒃𝒓𝒐	ADP
cet-14380	105	39	13.95	13.95	NUM
cet-14380	105	40	17.4	17.4	NUM
cet-14380	105	41	13.95	13.95	NUM
cet-14380	105	42	17.4	17.4	NUM
cet-14380	105	43	output	output	NOUN
cet-14380	105	44	parameters	parameter	NOUN
cet-14380	105	45	min	min	PROPN
cet-14380	105	46	max	max	PROPN
cet-14380	105	47	min	min	PROPN
cet-14380	105	48	max	max	PROPN
cet-14380	105	49	𝜸𝒎𝒊𝒏	𝜸𝒎𝒊𝒏	PROPN
cet-14380	105	50	(	(	PUNCT
cet-14380	105	51	kn	kn	PROPN
cet-14380	105	52	/	/	SYM
cet-14380	105	53	m3	m3	PROPN
cet-14380	105	54	)	)	PUNCT
cet-14380	105	55	12	12	NUM
cet-14380	105	56	17.8	17.8	NUM
cet-14380	105	57	𝝈𝒎𝒊𝒏	𝝈𝒎𝒊𝒏	NOUN
cet-14380	105	58	(	(	PUNCT
cet-14380	105	59	kn	kn	PROPN
cet-14380	105	60	/	/	SYM
cet-14380	105	61	m2	m2	PROPN
cet-14380	105	62	)	)	PUNCT
cet-14380	105	63	25	25	NUM
cet-14380	105	64	300	300	NUM
cet-14380	105	65	training	training	NOUN
cet-14380	105	66	,	,	PUNCT
cet-14380	105	67	validation	validation	NOUN
cet-14380	105	68	,	,	PUNCT
cet-14380	105	69	and	and	CCONJ
cet-14380	105	70	testing	testing	NOUN
cet-14380	105	71	phases	phase	NOUN
cet-14380	105	72	showed	show	VERB
cet-14380	105	73	excellent	excellent	ADJ
cet-14380	105	74	agreement	agreement	NOUN
cet-14380	105	75	between	between	ADP
cet-14380	105	76	target	target	NOUN
cet-14380	105	77	values	value	NOUN
cet-14380	105	78	and	and	CCONJ
cet-14380	105	79	outputs	output	NOUN
cet-14380	105	80	.	.	PUNCT
cet-14380	106	1	the	the	DET
cet-14380	106	2	results	result	NOUN
cet-14380	106	3	are	be	AUX
cet-14380	106	4	encouraging	encouraging	ADJ
cet-14380	106	5	,	,	PUNCT
cet-14380	106	6	although	although	SCONJ
cet-14380	106	7	since	since	SCONJ
cet-14380	106	8	the	the	DET
cet-14380	106	9	initial	initial	ADJ
cet-14380	106	10	evaluations	evaluation	NOUN
cet-14380	106	11	were	be	AUX
cet-14380	106	12	somewhat	somewhat	ADV
cet-14380	106	13	contrived	contrive	VERB
cet-14380	106	14	,	,	PUNCT
cet-14380	106	15	a	a	DET
cet-14380	106	16	very	very	ADV
cet-14380	106	17	high	high	ADJ
cet-14380	106	18	level	level	NOUN
cet-14380	106	19	of	of	ADP
cet-14380	106	20	agreement	agreement	NOUN
cet-14380	106	21	would	would	AUX
cet-14380	106	22	be	be	AUX
cet-14380	106	23	expected	expect	VERB
cet-14380	106	24	.	.	PUNCT
cet-14380	107	1	one	one	PRON
cet-14380	107	2	would	would	AUX
cet-14380	107	3	expect	expect	VERB
cet-14380	107	4	less	less	ADJ
cet-14380	107	5	agreement	agreement	NOUN
cet-14380	107	6	for	for	ADP
cet-14380	107	7	data	datum	NOUN
cet-14380	107	8	sets	set	NOUN
cet-14380	107	9	that	that	PRON
cet-14380	107	10	are	be	AUX
cet-14380	107	11	dispersed	disperse	VERB
cet-14380	107	12	over	over	ADP
cet-14380	107	13	a	a	DET
cet-14380	107	14	region	region	NOUN
cet-14380	107	15	or	or	CCONJ
cet-14380	107	16	include	include	VERB
cet-14380	107	17	a	a	DET
cet-14380	107	18	wider	wide	ADJ
cet-14380	107	19	variety	variety	NOUN
cet-14380	107	20	of	of	ADP
cet-14380	107	21	clays	clay	NOUN
cet-14380	107	22	.	.	PUNCT
cet-14380	108	1	additional	additional	ADJ
cet-14380	108	2	analyses	analysis	NOUN
cet-14380	108	3	were	be	AUX
cet-14380	108	4	performed	perform	VERB
cet-14380	108	5	on	on	ADP
cet-14380	108	6	datasets	dataset	NOUN
cet-14380	108	7	from	from	ADP
cet-14380	108	8	other	other	ADJ
cet-14380	108	9	authors	author	NOUN
cet-14380	108	10	,	,	PUNCT
cet-14380	108	11	and	and	CCONJ
cet-14380	108	12	similar	similar	ADJ
cet-14380	108	13	agreement	agreement	NOUN
cet-14380	108	14	was	be	AUX
cet-14380	108	15	found	find	VERB
cet-14380	108	16	.	.	PUNCT
cet-14380	109	1	integrating	integrate	VERB
cet-14380	109	2	expansive	expansive	ADJ
cet-14380	109	3	soil	soil	NOUN
cet-14380	109	4	modeling	modeling	NOUN
cet-14380	109	5	with	with	ADP
cet-14380	109	6	detailed	detailed	ADJ
cet-14380	109	7	data	datum	NOUN
cet-14380	109	8	on	on	ADP
cet-14380	109	9	the	the	DET
cet-14380	109	10	built	build	VERB
cet-14380	109	11	environment	environment	NOUN
cet-14380	109	12	is	be	AUX
cet-14380	109	13	critical	critical	ADJ
cet-14380	109	14	for	for	ADP
cet-14380	109	15	increasing	increase	VERB
cet-14380	109	16	sustainability	sustainability	NOUN
cet-14380	109	17	in	in	ADP
cet-14380	109	18	geotechnical	geotechnical	ADJ
cet-14380	109	19	engineering	engineering	NOUN
cet-14380	109	20	.	.	PUNCT
cet-14380	110	1	the	the	DET
cet-14380	110	2	adoption	adoption	NOUN
cet-14380	110	3	of	of	ADP
cet-14380	110	4	this	this	DET
cet-14380	110	5	integrated	integrate	VERB
cet-14380	110	6	methodology	methodology	NOUN
cet-14380	110	7	enables	enable	VERB
cet-14380	110	8	better	well	ADJ
cet-14380	110	9	planning	planning	NOUN
cet-14380	110	10	and	and	CCONJ
cet-14380	110	11	risk	risk	NOUN
cet-14380	110	12	assessment	assessment	NOUN
cet-14380	110	13	in	in	ADP
cet-14380	110	14	relation	relation	NOUN
cet-14380	110	15	to	to	PART
cet-14380	110	16	damage	damage	NOUN
cet-14380	110	17	caused	cause	VERB
cet-14380	110	18	by	by	ADP
cet-14380	110	19	swelling	swell	VERB
cet-14380	110	20	clays	clay	NOUN
cet-14380	110	21	.	.	PUNCT
cet-14380	111	1	it	it	PRON
cet-14380	111	2	is	be	AUX
cet-14380	111	3	crucial	crucial	ADJ
cet-14380	111	4	to	to	PART
cet-14380	111	5	note	note	VERB
cet-14380	111	6	that	that	SCONJ
cet-14380	111	7	the	the	DET
cet-14380	111	8	annual	annual	ADJ
cet-14380	111	9	damage	damage	NOUN
cet-14380	111	10	to	to	ADP
cet-14380	111	11	structures	structure	NOUN
cet-14380	111	12	caused	cause	VERB
cet-14380	111	13	by	by	ADP
cet-14380	111	14	swelling	swell	VERB
cet-14380	111	15	clays	clay	NOUN
cet-14380	111	16	in	in	ADP
cet-14380	111	17	the	the	DET
cet-14380	111	18	united	united	PROPN
cet-14380	111	19	states	states	PROPN
cet-14380	111	20	is	be	AUX
cet-14380	111	21	roughly	roughly	ADV
cet-14380	111	22	$	$	SYM
cet-14380	111	23	1010	1010	NUM
cet-14380	111	24	.	.	PUNCT
cet-14380	112	1	because	because	SCONJ
cet-14380	112	2	of	of	ADP
cet-14380	112	3	their	their	PRON
cet-14380	112	4	propensity	propensity	NOUN
cet-14380	112	5	to	to	PART
cet-14380	112	6	undergo	undergo	VERB
cet-14380	112	7	significant	significant	ADJ
cet-14380	112	8	volume	volume	NOUN
cet-14380	112	9	changes	change	NOUN
cet-14380	112	10	,	,	PUNCT
cet-14380	112	11	expansive	expansive	ADJ
cet-14380	112	12	soils	soil	NOUN
cet-14380	112	13	provide	provide	VERB
cet-14380	112	14	severe	severe	ADJ
cet-14380	112	15	sustainability	sustainability	NOUN
cet-14380	112	16	challenges	challenge	NOUN
cet-14380	112	17	,	,	PUNCT
cet-14380	112	18	resulting	result	VERB
cet-14380	112	19	in	in	ADP
cet-14380	112	20	ground	ground	NOUN
cet-14380	112	21	movement	movement	NOUN
cet-14380	112	22	,	,	PUNCT
cet-14380	112	23	foundation	foundation	NOUN
cet-14380	112	24	damage	damage	NOUN
cet-14380	112	25	,	,	PUNCT
cet-14380	112	26	and	and	CCONJ
cet-14380	112	27	infrastructure	infrastructure	NOUN
cet-14380	112	28	instability	instability	NOUN
cet-14380	112	29	.	.	PUNCT
cet-14380	113	1	by	by	ADP
cet-14380	113	2	implementing	implement	VERB
cet-14380	113	3	the	the	DET
cet-14380	113	4	methodology	methodology	NOUN
cet-14380	113	5	proposed	propose	VERB
cet-14380	113	6	in	in	ADP
cet-14380	113	7	this	this	DET
cet-14380	113	8	paper	paper	NOUN
cet-14380	113	9	,	,	PUNCT
cet-14380	113	10	which	which	PRON
cet-14380	113	11	focuses	focus	VERB
cet-14380	113	12	on	on	ADP
cet-14380	113	13	predicting	predict	VERB
cet-14380	113	14	applied	apply	VERB
cet-14380	113	15	stress	stress	NOUN
cet-14380	113	16	or	or	CCONJ
cet-14380	113	17	dry	dry	ADJ
cet-14380	113	18	density	density	NOUN
cet-14380	113	19	at	at	ADP
cet-14380	113	20	specific	specific	ADJ
cet-14380	113	21	site	site	NOUN
cet-14380	113	22	locations	location	NOUN
cet-14380	113	23	,	,	PUNCT
cet-14380	113	24	the	the	DET
cet-14380	113	25	volumetric	volumetric	NOUN
cet-14380	113	26	changes	change	NOUN
cet-14380	113	27	of	of	ADP
cet-14380	113	28	expansive	expansive	ADJ
cet-14380	113	29	soils	soil	NOUN
cet-14380	113	30	can	can	AUX
cet-14380	113	31	be	be	AUX
cet-14380	113	32	minimized	minimize	VERB
cet-14380	113	33	.	.	PUNCT
cet-14380	114	1	this	this	PRON
cet-14380	114	2	,	,	PUNCT
cet-14380	114	3	in	in	ADP
cet-14380	114	4	turn	turn	NOUN
cet-14380	114	5	,	,	PUNCT
cet-14380	114	6	facilitates	facilitate	VERB
cet-14380	114	7	the	the	DET
cet-14380	114	8	design	design	NOUN
cet-14380	114	9	of	of	ADP
cet-14380	114	10	appropriate	appropriate	ADJ
cet-14380	114	11	foundations	foundation	NOUN
cet-14380	114	12	that	that	PRON
cet-14380	114	13	apply	apply	VERB
cet-14380	114	14	the	the	DET
cet-14380	114	15	predicted	predict	VERB
cet-14380	114	16	stress	stress	NOUN
cet-14380	114	17	,	,	PUNCT
cet-14380	114	18	mitigating	mitigate	VERB
cet-14380	114	19	issues	issue	NOUN
cet-14380	114	20	such	such	ADJ
cet-14380	114	21	as	as	ADP
cet-14380	114	22	cracks	crack	NOUN
cet-14380	114	23	,	,	PUNCT
cet-14380	114	24	settlements	settlement	NOUN
cet-14380	114	25	,	,	PUNCT
cet-14380	114	26	and	and	CCONJ
cet-14380	114	27	structural	structural	ADJ
cet-14380	114	28	instability	instability	NOUN
cet-14380	114	29	in	in	ADP
cet-14380	114	30	buildings	building	NOUN
cet-14380	114	31	constructed	construct	VERB
cet-14380	114	32	on	on	ADP
cet-14380	114	33	expansive	expansive	ADJ
cet-14380	114	34	soil	soil	NOUN
cet-14380	114	35	.	.	PUNCT
cet-14380	115	1	by	by	ADP
cet-14380	115	2	addressing	address	VERB
cet-14380	115	3	these	these	DET
cet-14380	115	4	critical	critical	ADJ
cet-14380	115	5	concerns	concern	NOUN
cet-14380	115	6	,	,	PUNCT
cet-14380	115	7	the	the	DET
cet-14380	115	8	integration	integration	NOUN
cet-14380	115	9	of	of	ADP
cet-14380	115	10	such	such	ADJ
cet-14380	115	11	modeling	modeling	NOUN
cet-14380	115	12	techniques	technique	NOUN
cet-14380	115	13	and	and	CCONJ
cet-14380	115	14	data	datum	NOUN
cet-14380	115	15	enhances	enhance	VERB
cet-14380	115	16	sustainability	sustainability	NOUN
cet-14380	115	17	in	in	ADP
cet-14380	115	18	geotechnical	geotechnical	ADJ
cet-14380	115	19	engineering	engineering	NOUN
cet-14380	115	20	.	.	PUNCT
cet-14380	116	1	5	5	X
cet-14380	116	2	.	.	X
cet-14380	116	3	benip	benip	NOUN
cet-14380	116	4	and	and	CCONJ
cet-14380	116	5	geotechnical	geotechnical	ADJ
cet-14380	116	6	engineering	engineering	NOUN
cet-14380	116	7	software	software	NOUN
cet-14380	116	8	platforms	platform	NOUN
cet-14380	116	9	that	that	PRON
cet-14380	116	10	combine	combine	VERB
cet-14380	116	11	databases	database	NOUN
cet-14380	116	12	,	,	PUNCT
cet-14380	116	13	rigorous	rigorous	ADJ
cet-14380	116	14	analysis	analysis	NOUN
cet-14380	116	15	,	,	PUNCT
cet-14380	116	16	statistical	statistical	ADJ
cet-14380	116	17	evaluations	evaluation	NOUN
cet-14380	116	18	,	,	PUNCT
cet-14380	116	19	and	and	CCONJ
cet-14380	116	20	sophisticated	sophisticated	ADJ
cet-14380	116	21	visualization	visualization	NOUN
cet-14380	116	22	are	be	AUX
cet-14380	116	23	already	already	ADV
cet-14380	116	24	common	common	ADJ
cet-14380	116	25	in	in	ADP
cet-14380	116	26	the	the	DET
cet-14380	116	27	geotechnical	geotechnical	ADJ
cet-14380	116	28	community	community	NOUN
cet-14380	116	29	.	.	PUNCT
cet-14380	117	1	connecting	connect	VERB
cet-14380	117	2	those	those	DET
cet-14380	117	3	software	software	NOUN
cet-14380	117	4	platforms	platform	NOUN
cet-14380	117	5	has	have	AUX
cet-14380	117	6	been	be	AUX
cet-14380	117	7	a	a	DET
cet-14380	117	8	much	much	ADV
cet-14380	117	9	greater	great	ADJ
cet-14380	117	10	challenge	challenge	NOUN
cet-14380	117	11	.	.	PUNCT
cet-14380	118	1	the	the	DET
cet-14380	118	2	de	de	X
cet-14380	118	3	facto	facto	X
cet-14380	118	4	standard	standard	ADJ
cet-14380	118	5	finite	finite	ADJ
cet-14380	118	6	element	element	NOUN
cet-14380	118	7	software	software	NOUN
cet-14380	118	8	for	for	ADP
cet-14380	118	9	geotechnical	geotechnical	ADJ
cet-14380	118	10	engineers	engineer	NOUN
cet-14380	118	11	is	be	AUX
cet-14380	118	12	plaxis	plaxis	NOUN
cet-14380	118	13	which	which	PRON
cet-14380	118	14	incorporates	incorporate	VERB
cet-14380	118	15	a	a	DET
cet-14380	118	16	material	material	NOUN
cet-14380	118	17	database	database	NOUN
cet-14380	118	18	,	,	PUNCT
cet-14380	118	19	inverse	inverse	ADJ
cet-14380	118	20	laboratory	laboratory	NOUN
cet-14380	118	21	simulations	simulation	NOUN
cet-14380	118	22	to	to	PART
cet-14380	118	23	extract	extract	VERB
cet-14380	118	24	model	model	NOUN
cet-14380	118	25	parameters	parameter	NOUN
cet-14380	118	26	,	,	PUNCT
cet-14380	118	27	and	and	CCONJ
cet-14380	118	28	methods	method	NOUN
cet-14380	118	29	to	to	PART
cet-14380	118	30	conveniently	conveniently	ADV
cet-14380	118	31	import	import	VERB
cet-14380	118	32	and	and	CCONJ
cet-14380	118	33	export	export	NOUN
cet-14380	118	34	data	datum	NOUN
cet-14380	118	35	and	and	CCONJ
cet-14380	118	36	results	result	NOUN
cet-14380	118	37	.	.	PUNCT
cet-14380	119	1	other	other	ADJ
cet-14380	119	2	software	software	NOUN
cet-14380	119	3	,	,	PUNCT
cet-14380	119	4	such	such	ADJ
cet-14380	119	5	as	as	ADP
cet-14380	119	6	midas	midas	PROPN
cet-14380	119	7	gts	gts	PROPN
cet-14380	119	8	,	,	PUNCT
cet-14380	119	9	performs	perform	VERB
cet-14380	119	10	similar	similar	ADJ
cet-14380	119	11	analyses	analysis	NOUN
cet-14380	119	12	and	and	CCONJ
cet-14380	119	13	is	be	AUX
cet-14380	119	14	part	part	NOUN
cet-14380	119	15	of	of	ADP
cet-14380	119	16	a	a	DET
cet-14380	119	17	larger	large	ADJ
cet-14380	119	18	suite	suite	NOUN
cet-14380	119	19	of	of	ADP
cet-14380	119	20	structural	structural	ADJ
cet-14380	119	21	engineering	engineering	NOUN
cet-14380	119	22	and	and	CCONJ
cet-14380	119	23	construction	construction	NOUN
cet-14380	119	24	software	software	NOUN
cet-14380	119	25	that	that	PRON
cet-14380	119	26	is	be	AUX
cet-14380	119	27	integrated	integrate	VERB
cet-14380	119	28	(	(	PUNCT
cet-14380	119	29	to	to	PART
cet-14380	119	30	say	say	VERB
cet-14380	119	31	seamlessly	seamlessly	ADV
cet-14380	119	32	integrated	integrate	VERB
cet-14380	119	33	would	would	AUX
cet-14380	119	34	be	be	AUX
cet-14380	119	35	too	too	ADV
cet-14380	119	36	generous	generous	ADJ
cet-14380	119	37	to	to	ADP
cet-14380	119	38	the	the	DET
cet-14380	119	39	software	software	NOUN
cet-14380	119	40	)	)	PUNCT
cet-14380	119	41	.	.	PUNCT
cet-14380	120	1	integrated	integrate	VERB
cet-14380	120	2	site	site	NOUN
cet-14380	120	3	design	design	NOUN
cet-14380	120	4	software	software	NOUN
cet-14380	120	5	from	from	ADP
cet-14380	120	6	autodesk	autodesk	PROPN
cet-14380	120	7	and	and	CCONJ
cet-14380	120	8	bentley	bentley	PROPN
cet-14380	120	9	covers	cover	VERB
cet-14380	120	10	a	a	DET
cet-14380	120	11	wide	wide	ADJ
cet-14380	120	12	range	range	NOUN
cet-14380	120	13	of	of	ADP
cet-14380	120	14	design	design	NOUN
cet-14380	120	15	methods	method	NOUN
cet-14380	120	16	and	and	CCONJ
cet-14380	120	17	specialized	specialized	ADJ
cet-14380	120	18	solutions	solution	NOUN
cet-14380	120	19	.	.	PUNCT
cet-14380	121	1	however	however	ADV
cet-14380	121	2	,	,	PUNCT
cet-14380	121	3	a	a	DET
cet-14380	121	4	truly	truly	ADV
cet-14380	121	5	integrated	integrate	VERB
cet-14380	121	6	platform	platform	NOUN
cet-14380	121	7	has	have	AUX
cet-14380	121	8	remained	remain	VERB
cet-14380	121	9	elusive	elusive	ADJ
cet-14380	121	10	.	.	PUNCT
cet-14380	122	1	part	part	NOUN
cet-14380	122	2	of	of	ADP
cet-14380	122	3	the	the	DET
cet-14380	122	4	challenge	challenge	NOUN
cet-14380	122	5	is	be	AUX
cet-14380	122	6	hardware	hardware	NOUN
cet-14380	122	7	,	,	PUNCT
cet-14380	122	8	part	part	NOUN
cet-14380	122	9	of	of	ADP
cet-14380	122	10	it	it	PRON
cet-14380	122	11	is	be	AUX
cet-14380	122	12	software	software	NOUN
cet-14380	122	13	,	,	PUNCT
cet-14380	122	14	and	and	CCONJ
cet-14380	122	15	a	a	DET
cet-14380	122	16	third	third	ADJ
cet-14380	122	17	component	component	NOUN
cet-14380	122	18	is	be	AUX
cet-14380	122	19	the	the	DET
cet-14380	122	20	very	very	ADV
cet-14380	122	21	distinct	distinct	ADJ
cet-14380	122	22	and	and	CCONJ
cet-14380	122	23	specialized	specialized	ADJ
cet-14380	122	24	nature	nature	NOUN
cet-14380	122	25	of	of	ADP
cet-14380	122	26	engineering	engineering	NOUN
cet-14380	122	27	.	.	PUNCT
cet-14380	123	1	the	the	DET
cet-14380	123	2	first	first	ADJ
cet-14380	123	3	two	two	NUM
cet-14380	123	4	are	be	AUX
cet-14380	123	5	left	leave	VERB
cet-14380	123	6	for	for	ADP
cet-14380	123	7	another	another	DET
cet-14380	123	8	discussion	discussion	NOUN
cet-14380	123	9	;	;	PUNCT
cet-14380	123	10	the	the	DET
cet-14380	123	11	third	third	NOUN
cet-14380	123	12	is	be	AUX
cet-14380	123	13	especially	especially	ADV
cet-14380	123	14	important	important	ADJ
cet-14380	123	15	to	to	AUX
cet-14380	123	16	benip	benip	PROPN
cet-14380	123	17	.	.	PUNCT
cet-14380	124	1	specialized	specialized	ADJ
cet-14380	124	2	language	language	NOUN
cet-14380	124	3	and	and	CCONJ
cet-14380	124	4	tools	tool	NOUN
cet-14380	124	5	have	have	AUX
cet-14380	124	6	evolved	evolve	VERB
cet-14380	124	7	in	in	ADP
cet-14380	124	8	engineering	engineering	NOUN
cet-14380	124	9	because	because	SCONJ
cet-14380	124	10	they	they	PRON
cet-14380	124	11	increase	increase	VERB
cet-14380	124	12	the	the	DET
cet-14380	124	13	working	work	VERB
cet-14380	124	14	efficiency	efficiency	NOUN
cet-14380	124	15	of	of	ADP
cet-14380	124	16	the	the	DET
cet-14380	124	17	engineer	engineer	NOUN
cet-14380	124	18	.	.	PUNCT
cet-14380	125	1	this	this	PRON
cet-14380	125	2	has	have	AUX
cet-14380	125	3	been	be	AUX
cet-14380	125	4	evolving	evolve	VERB
cet-14380	125	5	in	in	ADP
cet-14380	125	6	geotechnical	geotechnical	ADJ
cet-14380	125	7	engineering	engineering	NOUN
cet-14380	125	8	since	since	SCONJ
cet-14380	125	9	its	its	PRON
cet-14380	125	10	inception	inception	NOUN
cet-14380	125	11	in	in	ADP
cet-14380	125	12	the	the	DET
cet-14380	125	13	1920s	1920s	NUM
cet-14380	125	14	,	,	PUNCT
cet-14380	125	15	and	and	CCONJ
cet-14380	125	16	it	it	PRON
cet-14380	125	17	has	have	VERB
cet-14380	125	18	545	545	NUM
cet-14380	125	19	allowed	allow	VERB
cet-14380	125	20	for	for	ADP
cet-14380	125	21	a	a	DET
cet-14380	125	22	tremendous	tremendous	ADJ
cet-14380	125	23	increase	increase	NOUN
cet-14380	125	24	in	in	ADP
cet-14380	125	25	understanding	understanding	NOUN
cet-14380	125	26	and	and	CCONJ
cet-14380	125	27	clearly	clearly	ADV
cet-14380	125	28	communicating	communicate	VERB
cet-14380	125	29	problems	problem	NOUN
cet-14380	125	30	,	,	PUNCT
cet-14380	125	31	ideas	idea	NOUN
cet-14380	125	32	,	,	PUNCT
cet-14380	125	33	and	and	CCONJ
cet-14380	125	34	solutions	solution	NOUN
cet-14380	125	35	.	.	PUNCT
cet-14380	126	1	integrating	integrate	VERB
cet-14380	126	2	the	the	DET
cet-14380	126	3	specialty	specialty	NOUN
cet-14380	126	4	with	with	ADP
cet-14380	126	5	other	other	ADJ
cet-14380	126	6	specialties	specialty	NOUN
cet-14380	126	7	will	will	AUX
cet-14380	126	8	require	require	VERB
cet-14380	126	9	compromise	compromise	NOUN
cet-14380	126	10	and	and	CCONJ
cet-14380	126	11	new	new	ADJ
cet-14380	126	12	ideas	idea	NOUN
cet-14380	126	13	.	.	PUNCT
cet-14380	127	1	this	this	DET
cet-14380	127	2	situation	situation	NOUN
cet-14380	127	3	is	be	AUX
cet-14380	127	4	very	very	ADV
cet-14380	127	5	similar	similar	ADJ
cet-14380	127	6	to	to	ADP
cet-14380	127	7	the	the	DET
cet-14380	127	8	growth	growth	NOUN
cet-14380	127	9	of	of	ADP
cet-14380	127	10	geo	geo	PROPN
cet-14380	127	11	-	-	PUNCT
cet-14380	127	12	environmental	environmental	ADJ
cet-14380	127	13	engineering	engineering	NOUN
cet-14380	127	14	in	in	ADP
cet-14380	127	15	the	the	DET
cet-14380	127	16	1990s	1990	NOUN
cet-14380	127	17	as	as	SCONJ
cet-14380	127	18	mentioned	mention	VERB
cet-14380	127	19	earlier	early	ADV
cet-14380	127	20	.	.	PUNCT
cet-14380	128	1	disciplines	discipline	NOUN
cet-14380	128	2	that	that	PRON
cet-14380	128	3	were	be	AUX
cet-14380	128	4	outside	outside	ADP
cet-14380	128	5	the	the	DET
cet-14380	128	6	realm	realm	NOUN
cet-14380	128	7	of	of	ADP
cet-14380	128	8	geotechnics	geotechnic	NOUN
cet-14380	128	9	,	,	PUNCT
cet-14380	128	10	such	such	ADJ
cet-14380	128	11	as	as	ADP
cet-14380	128	12	aquatic	aquatic	ADJ
cet-14380	128	13	chemistry	chemistry	NOUN
cet-14380	128	14	,	,	PUNCT
cet-14380	128	15	biology	biology	NOUN
cet-14380	128	16	,	,	PUNCT
cet-14380	128	17	and	and	CCONJ
cet-14380	128	18	contaminant	contaminant	NOUN
cet-14380	128	19	transport	transport	NOUN
cet-14380	128	20	,	,	PUNCT
cet-14380	128	21	became	become	VERB
cet-14380	128	22	integral	integral	ADJ
cet-14380	128	23	parts	part	NOUN
cet-14380	128	24	of	of	ADP
cet-14380	128	25	site	site	NOUN
cet-14380	128	26	investigations	investigation	NOUN
cet-14380	128	27	and	and	CCONJ
cet-14380	128	28	remediation	remediation	NOUN
cet-14380	128	29	design	design	NOUN
cet-14380	128	30	.	.	PUNCT
cet-14380	129	1	today	today	NOUN
cet-14380	129	2	,	,	PUNCT
cet-14380	129	3	the	the	DET
cet-14380	129	4	newly	newly	ADV
cet-14380	129	5	developed	develop	VERB
cet-14380	129	6	methods	method	NOUN
cet-14380	129	7	and	and	CCONJ
cet-14380	129	8	instruments	instrument	NOUN
cet-14380	129	9	have	have	AUX
cet-14380	129	10	become	become	VERB
cet-14380	129	11	fully	fully	ADV
cet-14380	129	12	integrated	integrate	VERB
cet-14380	129	13	into	into	ADP
cet-14380	129	14	an	an	DET
cet-14380	129	15	entire	entire	ADJ
cet-14380	129	16	spectrum	spectrum	NOUN
cet-14380	129	17	of	of	ADP
cet-14380	129	18	field	field	NOUN
cet-14380	129	19	and	and	CCONJ
cet-14380	129	20	laboratory	laboratory	NOUN
cet-14380	129	21	investigations	investigation	NOUN
cet-14380	129	22	that	that	PRON
cet-14380	129	23	go	go	VERB
cet-14380	129	24	well	well	ADV
cet-14380	129	25	beyond	beyond	ADP
cet-14380	129	26	environmental	environmental	ADJ
cet-14380	129	27	work	work	NOUN
cet-14380	129	28	.	.	PUNCT
cet-14380	130	1	the	the	DET
cet-14380	130	2	integration	integration	NOUN
cet-14380	130	3	of	of	ADP
cet-14380	130	4	disciplines	discipline	NOUN
cet-14380	130	5	is	be	AUX
cet-14380	130	6	critical	critical	ADJ
cet-14380	130	7	for	for	ADP
cet-14380	130	8	promoting	promote	VERB
cet-14380	130	9	sustainability	sustainability	NOUN
cet-14380	130	10	in	in	ADP
cet-14380	130	11	the	the	DET
cet-14380	130	12	field	field	NOUN
cet-14380	130	13	of	of	ADP
cet-14380	130	14	geotechnical	geotechnical	ADJ
cet-14380	130	15	engineering	engineering	NOUN
cet-14380	130	16	.	.	PUNCT
cet-14380	131	1	6	6	X
cet-14380	131	2	.	.	X
cet-14380	131	3	conclusions	conclusion	NOUN
cet-14380	131	4	this	this	DET
cet-14380	131	5	paper	paper	NOUN
cet-14380	131	6	has	have	AUX
cet-14380	131	7	presented	present	VERB
cet-14380	131	8	a	a	DET
cet-14380	131	9	geotechnical	geotechnical	ADJ
cet-14380	131	10	engineering	engineering	NOUN
cet-14380	131	11	perspective	perspective	NOUN
cet-14380	131	12	of	of	ADP
cet-14380	131	13	benip	benip	NOUN
cet-14380	131	14	ideas	idea	NOUN
cet-14380	131	15	by	by	ADP
cet-14380	131	16	presenting	present	VERB
cet-14380	131	17	the	the	DET
cet-14380	131	18	ideas	idea	NOUN
cet-14380	131	19	and	and	CCONJ
cet-14380	131	20	methods	method	NOUN
cet-14380	131	21	we	we	PRON
cet-14380	131	22	have	have	AUX
cet-14380	131	23	been	be	AUX
cet-14380	131	24	using	use	VERB
cet-14380	131	25	to	to	PART
cet-14380	131	26	find	find	VERB
cet-14380	131	27	solutions	solution	NOUN
cet-14380	131	28	to	to	ADP
cet-14380	131	29	difficult	difficult	ADJ
cet-14380	131	30	problems	problem	NOUN
cet-14380	131	31	in	in	ADP
cet-14380	131	32	civil	civil	ADJ
cet-14380	131	33	engineering	engineering	NOUN
cet-14380	131	34	projects	project	NOUN
cet-14380	131	35	.	.	PUNCT
cet-14380	132	1	the	the	DET
cet-14380	132	2	specialty	specialty	NOUN
cet-14380	132	3	has	have	AUX
cet-14380	132	4	been	be	AUX
cet-14380	132	5	data	data	NOUN
cet-14380	132	6	-	-	PUNCT
cet-14380	132	7	driven	drive	VERB
cet-14380	132	8	since	since	SCONJ
cet-14380	132	9	its	its	PRON
cet-14380	132	10	beginning	beginning	NOUN
cet-14380	132	11	due	due	ADP
cet-14380	132	12	to	to	ADP
cet-14380	132	13	the	the	DET
cet-14380	132	14	highly	highly	ADV
cet-14380	132	15	variable	variable	ADJ
cet-14380	132	16	nature	nature	NOUN
cet-14380	132	17	of	of	ADP
cet-14380	132	18	the	the	DET
cet-14380	132	19	materials	material	NOUN
cet-14380	132	20	used	use	VERB
cet-14380	132	21	in	in	ADP
cet-14380	132	22	the	the	DET
cet-14380	132	23	design	design	NOUN
cet-14380	132	24	.	.	PUNCT
cet-14380	133	1	the	the	DET
cet-14380	133	2	increasing	increase	VERB
cet-14380	133	3	effort	effort	NOUN
cet-14380	133	4	in	in	ADP
cet-14380	133	5	the	the	DET
cet-14380	133	6	field	field	NOUN
cet-14380	133	7	and	and	CCONJ
cet-14380	133	8	the	the	DET
cet-14380	133	9	laboratory	laboratory	NOUN
cet-14380	133	10	to	to	PART
cet-14380	133	11	better	well	ADV
cet-14380	133	12	define	define	VERB
cet-14380	133	13	material	material	NOUN
cet-14380	133	14	behavior	behavior	NOUN
cet-14380	133	15	has	have	AUX
cet-14380	133	16	led	lead	VERB
cet-14380	133	17	to	to	ADP
cet-14380	133	18	projects	project	NOUN
cet-14380	133	19	with	with	ADP
cet-14380	133	20	increasing	increase	VERB
cet-14380	133	21	complexity	complexity	NOUN
cet-14380	133	22	and	and	CCONJ
cet-14380	133	23	reduced	reduce	VERB
cet-14380	133	24	tolerance	tolerance	NOUN
cet-14380	133	25	for	for	ADP
cet-14380	133	26	error	error	NOUN
cet-14380	133	27	.	.	PUNCT
cet-14380	134	1	the	the	DET
cet-14380	134	2	profession	profession	NOUN
cet-14380	134	3	has	have	AUX
cet-14380	134	4	already	already	ADV
cet-14380	134	5	made	make	VERB
cet-14380	134	6	significant	significant	ADJ
cet-14380	134	7	progress	progress	NOUN
cet-14380	134	8	in	in	ADP
cet-14380	134	9	data	datum	NOUN
cet-14380	134	10	collection	collection	NOUN
cet-14380	134	11	,	,	PUNCT
cet-14380	134	12	processing	processing	NOUN
cet-14380	134	13	,	,	PUNCT
cet-14380	134	14	and	and	CCONJ
cet-14380	134	15	organization	organization	NOUN
cet-14380	134	16	.	.	PUNCT
cet-14380	135	1	more	more	ADJ
cet-14380	135	2	and	and	CCONJ
cet-14380	135	3	more	more	ADJ
cet-14380	135	4	standards	standard	NOUN
cet-14380	135	5	for	for	ADP
cet-14380	135	6	data	datum	NOUN
cet-14380	135	7	storage	storage	NOUN
cet-14380	135	8	and	and	CCONJ
cet-14380	135	9	retrieval	retrieval	NOUN
cet-14380	135	10	,	,	PUNCT
cet-14380	135	11	as	as	ADV
cet-14380	135	12	well	well	ADV
cet-14380	135	13	as	as	ADP
cet-14380	135	14	testing	testing	NOUN
cet-14380	135	15	and	and	CCONJ
cet-14380	135	16	design	design	NOUN
cet-14380	135	17	methods	method	NOUN
cet-14380	135	18	,	,	PUNCT
cet-14380	135	19	have	have	AUX
cet-14380	135	20	allowed	allow	VERB
cet-14380	135	21	for	for	ADP
cet-14380	135	22	a	a	DET
cet-14380	135	23	wider	wide	ADJ
cet-14380	135	24	integration	integration	NOUN
cet-14380	135	25	of	of	ADP
cet-14380	135	26	data	datum	NOUN
cet-14380	135	27	and	and	CCONJ
cet-14380	135	28	workflow	workflow	NOUN
cet-14380	135	29	.	.	PUNCT
cet-14380	136	1	however	however	ADV
cet-14380	136	2	,	,	PUNCT
cet-14380	136	3	challenges	challenge	NOUN
cet-14380	136	4	remain	remain	VERB
cet-14380	136	5	due	due	ADJ
cet-14380	136	6	to	to	ADP
cet-14380	136	7	computational	computational	ADJ
cet-14380	136	8	demand	demand	NOUN
cet-14380	136	9	,	,	PUNCT
cet-14380	136	10	specialized	specialized	ADJ
cet-14380	136	11	problem	problem	NOUN
cet-14380	136	12	-	-	PUNCT
cet-14380	136	13	solving	solving	NOUN
cet-14380	136	14	,	,	PUNCT
cet-14380	136	15	and	and	CCONJ
cet-14380	136	16	impediments	impediment	VERB
cet-14380	136	17	in	in	ADP
cet-14380	136	18	communication	communication	NOUN
cet-14380	136	19	.	.	PUNCT
cet-14380	137	1	the	the	DET
cet-14380	137	2	application	application	NOUN
cet-14380	137	3	of	of	ADP
cet-14380	137	4	artificial	artificial	ADJ
cet-14380	137	5	neural	neural	ADJ
cet-14380	137	6	networks	network	NOUN
cet-14380	137	7	(	(	PUNCT
cet-14380	137	8	ann	ann	PROPN
cet-14380	137	9	)	)	PUNCT
cet-14380	137	10	in	in	ADP
cet-14380	137	11	this	this	DET
cet-14380	137	12	study	study	NOUN
cet-14380	137	13	has	have	AUX
cet-14380	137	14	yielded	yield	VERB
cet-14380	137	15	promising	promising	ADJ
cet-14380	137	16	results	result	NOUN
cet-14380	137	17	.	.	PUNCT
cet-14380	138	1	by	by	ADP
cet-14380	138	2	utilizing	utilize	VERB
cet-14380	138	3	ann	ann	PROPN
cet-14380	138	4	models	model	NOUN
cet-14380	138	5	,	,	PUNCT
cet-14380	138	6	we	we	PRON
cet-14380	138	7	have	have	AUX
cet-14380	138	8	successfully	successfully	ADV
cet-14380	138	9	predicted	predict	VERB
cet-14380	138	10	critical	critical	ADJ
cet-14380	138	11	parameters	parameter	NOUN
cet-14380	138	12	such	such	ADJ
cet-14380	138	13	as	as	ADP
cet-14380	138	14	dry	dry	ADJ
cet-14380	138	15	density	density	NOUN
cet-14380	138	16	and	and	CCONJ
cet-14380	138	17	applied	apply	VERB
cet-14380	138	18	stress	stress	NOUN
cet-14380	138	19	,	,	PUNCT
cet-14380	138	20	contributing	contribute	VERB
cet-14380	138	21	to	to	ADP
cet-14380	138	22	more	more	ADV
cet-14380	138	23	accurate	accurate	ADJ
cet-14380	138	24	and	and	CCONJ
cet-14380	138	25	informed	informed	ADJ
cet-14380	138	26	decision	decision	NOUN
cet-14380	138	27	-	-	PUNCT
cet-14380	138	28	making	make	VERB
cet-14380	138	29	processes	process	NOUN
cet-14380	138	30	.	.	PUNCT
cet-14380	139	1	the	the	DET
cet-14380	139	2	utilization	utilization	NOUN
cet-14380	139	3	of	of	ADP
cet-14380	139	4	ann	ann	PROPN
cet-14380	139	5	demonstrates	demonstrate	VERB
cet-14380	139	6	its	its	PRON
cet-14380	139	7	potential	potential	NOUN
cet-14380	139	8	to	to	PART
cet-14380	139	9	enhance	enhance	VERB
cet-14380	139	10	the	the	DET
cet-14380	139	11	efficiency	efficiency	NOUN
cet-14380	139	12	and	and	CCONJ
cet-14380	139	13	effectiveness	effectiveness	NOUN
cet-14380	139	14	of	of	ADP
cet-14380	139	15	geotechnical	geotechnical	ADJ
cet-14380	139	16	engineering	engineering	NOUN
cet-14380	139	17	practices	practice	NOUN
cet-14380	139	18	.	.	PUNCT
cet-14380	140	1	the	the	DET
cet-14380	140	2	ongoing	ongoing	ADJ
cet-14380	140	3	efforts	effort	NOUN
cet-14380	140	4	to	to	PART
cet-14380	140	5	overcome	overcome	VERB
cet-14380	140	6	computational	computational	ADJ
cet-14380	140	7	challenges	challenge	NOUN
cet-14380	140	8	,	,	PUNCT
cet-14380	140	9	enhance	enhance	VERB
cet-14380	140	10	problem	problem	NOUN
cet-14380	140	11	-	-	PUNCT
cet-14380	140	12	solving	solve	VERB
cet-14380	140	13	capabilities	capability	NOUN
cet-14380	140	14	,	,	PUNCT
cet-14380	140	15	and	and	CCONJ
cet-14380	140	16	improve	improve	VERB
cet-14380	140	17	communication	communication	NOUN
cet-14380	140	18	will	will	AUX
cet-14380	140	19	further	far	ADV
cet-14380	140	20	propel	propel	VERB
cet-14380	140	21	the	the	DET
cet-14380	140	22	integration	integration	NOUN
cet-14380	140	23	of	of	ADP
cet-14380	140	24	data	datum	NOUN
cet-14380	140	25	and	and	CCONJ
cet-14380	140	26	foster	foster	ADJ
cet-14380	140	27	interdisciplinary	interdisciplinary	ADJ
cet-14380	140	28	collaboration	collaboration	NOUN
cet-14380	140	29	.	.	PUNCT
cet-14380	141	1	with	with	ADP
cet-14380	141	2	continued	continued	ADJ
cet-14380	141	3	progress	progress	NOUN
cet-14380	141	4	,	,	PUNCT
cet-14380	141	5	geotechnical	geotechnical	ADJ
cet-14380	141	6	engineering	engineering	NOUN
cet-14380	141	7	will	will	AUX
cet-14380	141	8	play	play	VERB
cet-14380	141	9	a	a	DET
cet-14380	141	10	pivotal	pivotal	ADJ
cet-14380	141	11	role	role	NOUN
cet-14380	141	12	in	in	ADP
cet-14380	141	13	driving	drive	VERB
cet-14380	141	14	innovation	innovation	NOUN
cet-14380	141	15	,	,	PUNCT
cet-14380	141	16	optimizing	optimize	VERB
cet-14380	141	17	project	project	NOUN
cet-14380	141	18	outcomes	outcome	NOUN
cet-14380	141	19	,	,	PUNCT
cet-14380	141	20	and	and	CCONJ
cet-14380	141	21	ensuring	ensure	VERB
cet-14380	141	22	the	the	DET
cet-14380	141	23	long	long	ADJ
cet-14380	141	24	-	-	PUNCT
cet-14380	141	25	term	term	NOUN
cet-14380	141	26	sustainability	sustainability	NOUN
cet-14380	141	27	of	of	ADP
cet-14380	141	28	civil	civil	ADJ
cet-14380	141	29	engineering	engineering	NOUN
cet-14380	141	30	projects	project	NOUN
cet-14380	141	31	.	.	PUNCT
cet-14380	142	1	references	reference	NOUN
cet-14380	142	2	anibal	anibal	PROPN
cet-14380	142	3	a.l	a.l	PROPN
cet-14380	142	4	.	.	PROPN
cet-14380	142	5	,	,	PUNCT
cet-14380	142	6	edwin	edwin	PROPN
cet-14380	142	7	t.s	t.s	PROPN
cet-14380	142	8	.	.	PROPN
cet-14380	142	9	,	,	PUNCT
cet-14380	142	10	silvia	silvia	PROPN
cet-14380	142	11	g.m	g.m	PROPN
cet-14380	142	12	.	.	PROPN
cet-14380	142	13	,	,	PUNCT
cet-14380	142	14	halyn	halyn	NOUN
cet-14380	142	15	a.v	a.v	PROPN
cet-14380	142	16	.	.	PROPN
cet-14380	142	17	,	,	PUNCT
cet-14380	142	18	juan	juan	PROPN
cet-14380	142	19	o.a	o.a	PROPN
cet-14380	142	20	.	.	PROPN
cet-14380	142	21	,	,	PUNCT
cet-14380	142	22	dario	dario	PROPN
cet-14380	142	23	p.b	p.b	PROPN
cet-14380	142	24	.	.	PROPN
cet-14380	142	25	,	,	PUNCT
cet-14380	142	26	2023	2023	NUM
cet-14380	142	27	,	,	PUNCT
cet-14380	142	28	machine	machine	NOUN
cet-14380	142	29	learning	learning	NOUN
cet-14380	142	30	models	model	NOUN
cet-14380	142	31	for	for	ADP
cet-14380	142	32	natural	natural	ADJ
cet-14380	142	33	gas	gas	NOUN
cet-14380	142	34	consumer	consumer	NOUN
cet-14380	142	35	decision	decision	NOUN
cet-14380	142	36	making	making	NOUN
cet-14380	142	37	:	:	PUNCT
cet-14380	142	38	case	case	NOUN
cet-14380	142	39	study	study	NOUN
cet-14380	142	40	of	of	ADP
cet-14380	142	41	a	a	DET
cet-14380	142	42	colombian	colombian	ADJ
cet-14380	142	43	company	company	NOUN
cet-14380	142	44	.	.	PUNCT
cet-14380	143	1	chemical	chemical	NOUN
cet-14380	143	2	engineering	engineering	NOUN
cet-14380	143	3	transactions	transaction	NOUN
cet-14380	143	4	,	,	PUNCT
cet-14380	143	5	100	100	NUM
cet-14380	143	6	,	,	PUNCT
cet-14380	143	7	169–174	169–174	NUM
cet-14380	143	8	,	,	PUNCT
cet-14380	143	9	doi	doi	NOUN
cet-14380	143	10	:	:	PUNCT
cet-14380	143	11	10.3303	10.3303	NUM
cet-14380	143	12	/	/	SYM
cet-14380	143	13	cet23100029	cet23100029	NOUN
cet-14380	143	14	.	.	PUNCT
cet-14380	144	1	ashayeri	ashayeri	PROPN
cet-14380	144	2	i.	i.	PROPN
cet-14380	144	3	,	,	PUNCT
cet-14380	144	4	yasrebi	yasrebi	PROPN
cet-14380	144	5	s.	s.	PROPN
cet-14380	144	6	,	,	PUNCT
cet-14380	144	7	2009	2009	NUM
cet-14380	144	8	,	,	PUNCT
cet-14380	144	9	free	free	ADJ
cet-14380	144	10	-	-	PUNCT
cet-14380	144	11	swell	swell	NOUN
cet-14380	144	12	and	and	CCONJ
cet-14380	144	13	swelling	swell	VERB
cet-14380	144	14	pressure	pressure	NOUN
cet-14380	144	15	of	of	ADP
cet-14380	144	16	unsaturated	unsaturated	ADJ
cet-14380	144	17	compacted	compact	VERB
cet-14380	144	18	clays	clay	NOUN
cet-14380	144	19	;	;	PUNCT
cet-14380	144	20	experiments	experiment	NOUN
cet-14380	144	21	and	and	CCONJ
cet-14380	144	22	neural	neural	ADJ
cet-14380	144	23	networks	network	NOUN
cet-14380	144	24	modeling	modeling	NOUN
cet-14380	144	25	.	.	PUNCT
cet-14380	145	1	geotechnical	geotechnical	ADJ
cet-14380	145	2	and	and	CCONJ
cet-14380	145	3	geological	geological	ADJ
cet-14380	145	4	engineering	engineering	NOUN
cet-14380	145	5	,	,	PUNCT
cet-14380	145	6	27	27	NUM
cet-14380	145	7	,	,	PUNCT
cet-14380	145	8	137–153	137–153	NUM
cet-14380	145	9	.	.	PUNCT
cet-14380	146	1	astm	astm	PROPN
cet-14380	146	2	international	international	PROPN
cet-14380	146	3	,	,	PUNCT
cet-14380	146	4	astm	astm	PROPN
cet-14380	146	5	d2487	d2487	PROPN
cet-14380	146	6	-	-	PUNCT
cet-14380	146	7	17e1	17e1	NUM
cet-14380	146	8	,	,	PUNCT
cet-14380	146	9	2017	2017	NUM
cet-14380	146	10	,	,	PUNCT
cet-14380	146	11	standard	standard	ADJ
cet-14380	146	12	practice	practice	NOUN
cet-14380	146	13	for	for	ADP
cet-14380	146	14	classification	classification	NOUN
cet-14380	146	15	of	of	ADP
cet-14380	146	16	soils	soil	NOUN
cet-14380	146	17	for	for	ADP
cet-14380	146	18	engineering	engineering	NOUN
cet-14380	146	19	purposes	purpose	NOUN
cet-14380	146	20	(	(	PUNCT
cet-14380	146	21	unified	unify	VERB
cet-14380	146	22	soil	soil	NOUN
cet-14380	146	23	classification	classification	NOUN
cet-14380	146	24	system	system	NOUN
cet-14380	146	25	)	)	PUNCT
cet-14380	146	26	,	,	PUNCT
cet-14380	146	27	doi	doi	NOUN
cet-14380	146	28	:	:	PUNCT
cet-14380	146	29	10.1520	10.1520	NUM
cet-14380	146	30	/	/	SYM
cet-14380	146	31	d2487	d2487	NOUN
cet-14380	146	32	-	-	NOUN
cet-14380	146	33	17e01	17e01	NUM
cet-14380	146	34	.	.	PUNCT
cet-14380	147	1	casagrande	casagrande	PROPN
cet-14380	147	2	a.	a.	PROPN
cet-14380	147	3	,	,	PUNCT
cet-14380	147	4	1948	1948	NUM
cet-14380	147	5	,	,	PUNCT
cet-14380	147	6	plasticity	plasticity	NOUN
cet-14380	147	7	chart	chart	NOUN
cet-14380	147	8	for	for	ADP
cet-14380	147	9	the	the	DET
cet-14380	147	10	classification	classification	NOUN
cet-14380	147	11	of	of	ADP
cet-14380	147	12	cohesive	cohesive	ADJ
cet-14380	147	13	soils	soil	NOUN
cet-14380	147	14	.	.	PUNCT
cet-14380	148	1	transactions	transaction	NOUN
cet-14380	148	2	of	of	ADP
cet-14380	148	3	the	the	DET
cet-14380	148	4	american	american	ADJ
cet-14380	148	5	society	society	NOUN
cet-14380	148	6	of	of	ADP
cet-14380	148	7	civil	civil	ADJ
cet-14380	148	8	engineering	engineering	NOUN
cet-14380	148	9	,	,	PUNCT
cet-14380	148	10	113(1	113(1	NUM
cet-14380	148	11	)	)	PUNCT
cet-14380	148	12	,	,	PUNCT
cet-14380	148	13	901–930	901–930	NUM
cet-14380	148	14	dutta	dutta	PROPN
cet-14380	148	15	r.k	r.k	PROPN
cet-14380	148	16	.	.	PROPN
cet-14380	148	17	,	,	PUNCT
cet-14380	148	18	singh	singh	PROPN
cet-14380	148	19	a.	a.	PROPN
cet-14380	148	20	,	,	PUNCT
cet-14380	148	21	gnananandarao	gnananandarao	PROPN
cet-14380	148	22	t.	t.	PROPN
cet-14380	148	23	,	,	PUNCT
cet-14380	148	24	2019	2019	NUM
cet-14380	148	25	,	,	PUNCT
cet-14380	148	26	prediction	prediction	NOUN
cet-14380	148	27	of	of	ADP
cet-14380	148	28	free	free	ADJ
cet-14380	148	29	swell	swell	NOUN
cet-14380	148	30	index	index	NOUN
cet-14380	148	31	for	for	ADP
cet-14380	148	32	the	the	DET
cet-14380	148	33	expansive	expansive	ADJ
cet-14380	148	34	soil	soil	NOUN
cet-14380	148	35	using	use	VERB
cet-14380	148	36	artificial	artificial	ADJ
cet-14380	148	37	neural	neural	ADJ
cet-14380	148	38	networks	network	NOUN
cet-14380	148	39	.	.	PUNCT
cet-14380	149	1	journal	journal	NOUN
cet-14380	149	2	of	of	ADP
cet-14380	149	3	soft	soft	ADJ
cet-14380	149	4	computing	computing	NOUN
cet-14380	149	5	in	in	ADP
cet-14380	149	6	civil	civil	ADJ
cet-14380	149	7	engineering	engineering	NOUN
cet-14380	149	8	,	,	PUNCT
cet-14380	149	9	3	3	NUM
cet-14380	149	10	,	,	PUNCT
cet-14380	149	11	47–62	47–62	NUM
cet-14380	149	12	.	.	PUNCT
cet-14380	150	1	gupta	gupta	PROPN
cet-14380	150	2	c.	c.	PROPN
cet-14380	150	3	,	,	PUNCT
cet-14380	150	4	ravi	ravi	PROPN
cet-14380	150	5	k.s	k.s	PROPN
cet-14380	150	6	.	.	PROPN
cet-14380	150	7	,	,	PUNCT
cet-14380	150	8	2014	2014	NUM
cet-14380	150	9	,	,	PUNCT
cet-14380	150	10	influence	influence	NOUN
cet-14380	150	11	of	of	ADP
cet-14380	150	12	marble	marble	NOUN
cet-14380	150	13	dust	dust	NOUN
cet-14380	150	14	,	,	PUNCT
cet-14380	150	15	fly	fly	VERB
cet-14380	150	16	ash	ash	NOUN
cet-14380	150	17	and	and	CCONJ
cet-14380	150	18	beas	beas	ADJ
cet-14380	150	19	sand	sand	NOUN
cet-14380	150	20	on	on	ADP
cet-14380	150	21	sub	sub	NOUN
cet-14380	150	22	grade	grade	NOUN
cet-14380	150	23	characteristics	characteristic	NOUN
cet-14380	150	24	of	of	ADP
cet-14380	150	25	expansive	expansive	ADJ
cet-14380	150	26	soil	soil	NOUN
cet-14380	150	27	.	.	PUNCT
cet-14380	151	1	journal	journal	NOUN
cet-14380	151	2	of	of	ADP
cet-14380	151	3	mechanical	mechanical	ADJ
cet-14380	151	4	and	and	CCONJ
cet-14380	151	5	civil	civil	ADJ
cet-14380	151	6	engineering	engineering	NOUN
cet-14380	151	7	,	,	PUNCT
cet-14380	151	8	13	13	NUM
cet-14380	151	9	,	,	PUNCT
cet-14380	151	10	13–18	13–18	NUM
cet-14380	151	11	.	.	PUNCT
cet-14380	152	1	holtz	holtz	PROPN
cet-14380	152	2	r	r	PROPN
cet-14380	152	3	d.	d.	PROPN
cet-14380	152	4	,	,	PUNCT
cet-14380	152	5	kovacs	kovacs	PROPN
cet-14380	152	6	w	w	PROPN
cet-14380	152	7	d.	d.	PROPN
cet-14380	152	8	,	,	PUNCT
cet-14380	152	9	1981	1981	NUM
cet-14380	152	10	,	,	PUNCT
cet-14380	152	11	an	an	DET
cet-14380	152	12	introduction	introduction	NOUN
cet-14380	152	13	to	to	ADP
cet-14380	152	14	geotechnical	geotechnical	ADJ
cet-14380	152	15	engineering	engineering	NOUN
cet-14380	152	16	.	.	PUNCT
cet-14380	153	1	prentice	prentice	NOUN
cet-14380	153	2	-	-	PUNCT
cet-14380	153	3	hall	hall	PROPN
cet-14380	153	4	,	,	PUNCT
cet-14380	153	5	englewood	englewood	PROPN
cet-14380	153	6	cliffs	cliffs	PROPN
cet-14380	153	7	,	,	PUNCT
cet-14380	153	8	nj	nj	PROPN
cet-14380	153	9	.	.	PROPN
cet-14380	153	10	,	,	PUNCT
cet-14380	153	11	usa	usa	PROPN
cet-14380	153	12	,	,	PUNCT
cet-14380	153	13	isbn	isbn	ADJ
cet-14380	153	14	:	:	PUNCT
cet-14380	153	15	0	0	NUM
cet-14380	153	16	-	-	SYM
cet-14380	153	17	13	13	NUM
cet-14380	153	18	-	-	PUNCT
cet-14380	153	19	484394	484394	NUM
cet-14380	153	20	-	-	SYM
cet-14380	153	21	0	0	NUM
cet-14380	153	22	.	.	PUNCT
cet-14380	154	1	horváth	horváth	PROPN
cet-14380	154	2	b.	b.	PROPN
cet-14380	154	3	,	,	PUNCT
cet-14380	154	4	szép	szép	PROPN
cet-14380	154	5	j.	j.	PROPN
cet-14380	154	6	,	,	PUNCT
cet-14380	154	7	borsos	borsos	PROPN
cet-14380	154	8	a.	a.	NOUN
cet-14380	154	9	,	,	PUNCT
cet-14380	154	10	2023	2023	NUM
cet-14380	154	11	,	,	PUNCT
cet-14380	154	12	the	the	DET
cet-14380	154	13	concept	concept	NOUN
cet-14380	154	14	of	of	ADP
cet-14380	154	15	benip	benip	NOUN
cet-14380	154	16	-	-	PUNCT
cet-14380	154	17	built	build	VERB
cet-14380	154	18	environment	environment	NOUN
cet-14380	154	19	information	information	NOUN
cet-14380	154	20	platform	platform	NOUN
cet-14380	154	21	.	.	PUNCT
cet-14380	155	1	infocommunications	infocommunication	NOUN
cet-14380	155	2	journal	journal	PROPN
cet-14380	155	3	,	,	PUNCT
cet-14380	155	4	a	a	DET
cet-14380	155	5	publication	publication	NOUN
cet-14380	155	6	of	of	ADP
cet-14380	155	7	the	the	DET
cet-14380	155	8	scientific	scientific	ADJ
cet-14380	155	9	association	association	NOUN
cet-14380	155	10	for	for	ADP
cet-14380	155	11	infocommunications	infocommunication	NOUN
cet-14380	155	12	(	(	PUNCT
cet-14380	155	13	hte	hte	NOUN
cet-14380	155	14	)	)	PUNCT
cet-14380	155	15	,	,	PUNCT
cet-14380	155	16	no	no	INTJ
cet-14380	155	17	.	.	PUNCT
cet-14380	156	1	sp	sp	NOUN
cet-14380	156	2	:	:	PUNCT
cet-14380	156	3	29–34	29–34	NUM
cet-14380	156	4	,	,	PUNCT
cet-14380	156	5	doi	doi	NOUN
cet-14380	156	6	:	:	PUNCT
cet-14380	156	7	10.36244	10.36244	NUM
cet-14380	156	8	/	/	SYM
cet-14380	156	9	icj.2023.si	icj.2023.si	ADJ
cet-14380	156	10	-	-	PUNCT
cet-14380	156	11	iodcr.5	iodcr.5	NOUN
cet-14380	156	12	.	.	PUNCT
cet-14380	157	1	lefchik	lefchik	PROPN
cet-14380	157	2	t.e	t.e	PROPN
cet-14380	157	3	.	.	PROPN
cet-14380	157	4	,	,	PUNCT
cet-14380	157	5	bobba	bobba	PROPN
cet-14380	157	6	c.	c.	PROPN
cet-14380	157	7	,	,	PUNCT
cet-14380	157	8	beach	beach	PROPN
cet-14380	157	9	k.	k.	PROPN
cet-14380	157	10	,	,	PUNCT
cet-14380	157	11	2007	2007	NUM
cet-14380	157	12	,	,	PUNCT
cet-14380	157	13	diggs	diggs	PROPN
cet-14380	157	14	:	:	PUNCT
cet-14380	157	15	setting	set	VERB
cet-14380	157	16	the	the	DET
cet-14380	157	17	standard	standard	NOUN
cet-14380	157	18	for	for	ADP
cet-14380	157	19	geotechnical	geotechnical	ADJ
cet-14380	157	20	and	and	CCONJ
cet-14380	157	21	geoenvironmental	geoenvironmental	ADJ
cet-14380	157	22	data	datum	NOUN
cet-14380	157	23	management	management	NOUN
cet-14380	157	24	,	,	PUNCT
cet-14380	157	25	in	in	ADP
cet-14380	157	26	58th	58th	ADJ
cet-14380	157	27	highway	highway	NOUN
cet-14380	157	28	geology	geology	NOUN
cet-14380	157	29	symposium	symposium	NOUN
cet-14380	157	30	.	.	PUNCT
cet-14380	158	1	pocono	pocono	PROPN
cet-14380	158	2	manor	manor	PROPN
cet-14380	158	3	,	,	PUNCT
cet-14380	158	4	pennsylvania	pennsylvania	PROPN
cet-14380	158	5	,	,	PUNCT
cet-14380	158	6	united	united	PROPN
cet-14380	158	7	states	states	PROPN
cet-14380	158	8	.	.	PUNCT
cet-14380	159	1	merouane	merouane	PROPN
cet-14380	159	2	f.z	f.z	PROPN
cet-14380	159	3	.	.	PROPN
cet-14380	159	4	,	,	PUNCT
cet-14380	159	5	mamoune	mamoune	PROPN
cet-14380	159	6	s.m.a	s.m.a	PROPN
cet-14380	159	7	.	.	PROPN
cet-14380	159	8	,	,	PUNCT
cet-14380	159	9	2018	2018	NUM
cet-14380	159	10	,	,	PUNCT
cet-14380	159	11	prediction	prediction	NOUN
cet-14380	159	12	of	of	ADP
cet-14380	159	13	swelling	swell	VERB
cet-14380	159	14	parameters	parameter	NOUN
cet-14380	159	15	of	of	ADP
cet-14380	159	16	two	two	NUM
cet-14380	159	17	clayey	clayey	NOUN
cet-14380	159	18	soils	soil	NOUN
cet-14380	159	19	from	from	ADP
cet-14380	159	20	algeria	algeria	PROPN
cet-14380	159	21	using	use	VERB
cet-14380	159	22	artificial	artificial	ADJ
cet-14380	159	23	neural	neural	ADJ
cet-14380	159	24	networks	network	NOUN
cet-14380	159	25	.	.	PUNCT
cet-14380	160	1	mathematical	mathematical	ADJ
cet-14380	160	2	modelling	modelling	NOUN
cet-14380	160	3	in	in	ADP
cet-14380	160	4	civil	civil	ADJ
cet-14380	160	5	engineering	engineering	NOUN
cet-14380	160	6	,	,	PUNCT
cet-14380	160	7	14	14	NUM
cet-14380	160	8	,	,	PUNCT
cet-14380	160	9	11–26	11–26	NUM
cet-14380	160	10	.	.	PUNCT
cet-14380	161	1	najjar	najjar	PROPN
cet-14380	161	2	y.m	y.m	PROPN
cet-14380	161	3	.	.	PROPN
cet-14380	161	4	,	,	PUNCT
cet-14380	161	5	imad	imad	PROPN
cet-14380	161	6	a.b	a.b	PROPN
cet-14380	161	7	.	.	PROPN
cet-14380	161	8	,	,	PUNCT
cet-14380	161	9	richard	richard	PROPN
cet-14380	161	10	m.	m.	PROPN
cet-14380	161	11	,	,	PUNCT
cet-14380	161	12	2019	2019	NUM
cet-14380	161	13	,	,	PUNCT
cet-14380	161	14	neural	neural	ADJ
cet-14380	161	15	modeling	modeling	NOUN
cet-14380	161	16	of	of	ADP
cet-14380	161	17	kansas	kansas	PROPN
cet-14380	161	18	soil	soil	NOUN
cet-14380	161	19	swelling	swell	VERB
cet-14380	161	20	.	.	PUNCT
cet-14380	162	1	journal	journal	NOUN
cet-14380	162	2	of	of	ADP
cet-14380	162	3	the	the	DET
cet-14380	162	4	transportation	transportation	NOUN
cet-14380	162	5	research	research	NOUN
cet-14380	162	6	board	board	NOUN
cet-14380	162	7	,	,	PUNCT
cet-14380	162	8	1526(1	1526(1	NUM
cet-14380	162	9	)	)	PUNCT
cet-14380	162	10	,	,	PUNCT
cet-14380	162	11	14–19	14–19	NUM
cet-14380	162	12	,	,	PUNCT
cet-14380	162	13	doi	doi	NOUN
cet-14380	162	14	:	:	PUNCT
cet-14380	162	15	10.1177/0361198196152600103	10.1177/0361198196152600103	NUM
cet-14380	162	16	.	.	PUNCT
cet-14380	163	1	prakash	prakash	PROPN
cet-14380	163	2	k.	k.	PROPN
cet-14380	163	3	,	,	PUNCT
cet-14380	163	4	sridharan	sridharan	PROPN
cet-14380	163	5	a.	a.	NOUN
cet-14380	163	6	,	,	PUNCT
cet-14380	163	7	2004	2004	NUM
cet-14380	163	8	,	,	PUNCT
cet-14380	163	9	free	free	ADJ
cet-14380	163	10	swell	swell	NOUN
cet-14380	163	11	ratio	ratio	NOUN
cet-14380	163	12	and	and	CCONJ
cet-14380	163	13	clay	clay	NOUN
cet-14380	163	14	mineralogy	mineralogy	NOUN
cet-14380	163	15	of	of	ADP
cet-14380	163	16	fine	fine	ADV
cet-14380	163	17	-	-	PUNCT
cet-14380	163	18	grained	grain	VERB
cet-14380	163	19	soils	soil	NOUN
cet-14380	163	20	.	.	PUNCT
cet-14380	164	1	geotechnical	geotechnical	ADJ
cet-14380	164	2	testing	testing	NOUN
cet-14380	164	3	journal	journal	NOUN
cet-14380	164	4	,	,	PUNCT
cet-14380	164	5	27(2	27(2	PRON
cet-14380	164	6	)	)	PUNCT
cet-14380	164	7	,	,	PUNCT
cet-14380	164	8	220–25	220–25	NUM
cet-14380	164	9	,	,	PUNCT
cet-14380	164	10	doi	doi	NOUN
cet-14380	164	11	:	:	PUNCT
cet-14380	164	12	10.1520	10.1520	NUM
cet-14380	164	13	/	/	SYM
cet-14380	164	14	gtj10860	gtj10860	NOUN
cet-14380	164	15	.	.	PUNCT
cet-14380	165	1	sara	sara	PROPN
cet-14380	165	2	m.n	m.n	PROPN
cet-14380	165	3	.	.	PROPN
cet-14380	165	4	,	,	PUNCT
cet-14380	165	5	1994	1994	NUM
cet-14380	165	6	.	.	PUNCT
cet-14380	166	1	standard	standard	ADJ
cet-14380	166	2	handbook	handbook	NOUN
cet-14380	166	3	for	for	ADP
cet-14380	166	4	solid	solid	ADJ
cet-14380	166	5	and	and	CCONJ
cet-14380	166	6	hazardous	hazardous	ADJ
cet-14380	166	7	waste	waste	NOUN
cet-14380	166	8	facility	facility	NOUN
cet-14380	166	9	assessments	assessment	NOUN
cet-14380	166	10	.	.	PUNCT
cet-14380	167	1	lewis	lewis	PROPN
cet-14380	167	2	publishers	publishers	PROPN
cet-14380	167	3	,	,	PUNCT
cet-14380	167	4	boca	boca	PROPN
cet-14380	167	5	raton	raton	PROPN
cet-14380	167	6	,	,	PUNCT
cet-14380	167	7	fl	fl	PROPN
cet-14380	167	8	,	,	PUNCT
cet-14380	167	9	united	united	PROPN
cet-14380	167	10	states	states	PROPN
cet-14380	167	11	,	,	PUNCT
cet-14380	167	12	isbn	isbn	ADJ
cet-14380	167	13	:	:	PUNCT
cet-14380	167	14	0873713184	0873713184	NUM
cet-14380	167	15	.	.	PUNCT
cet-14380	168	1	self	self	PROPN
cet-14380	168	2	s.	s.	PROPN
cet-14380	168	3	,	,	PUNCT
cet-14380	168	4	entwisle	entwisle	PROPN
cet-14380	168	5	d.	d.	PROPN
cet-14380	168	6	,	,	PUNCT
cet-14380	168	7	northmore	northmore	PROPN
cet-14380	168	8	k.	k.	PROPN
cet-14380	168	9	,	,	PUNCT
cet-14380	168	10	2012	2012	NUM
cet-14380	168	11	,	,	PUNCT
cet-14380	168	12	the	the	DET
cet-14380	168	13	structure	structure	NOUN
cet-14380	168	14	and	and	CCONJ
cet-14380	168	15	operation	operation	NOUN
cet-14380	168	16	of	of	ADP
cet-14380	168	17	the	the	DET
cet-14380	168	18	bgs	bgs	PROPN
cet-14380	168	19	national	national	ADJ
cet-14380	168	20	geotechnical	geotechnical	ADJ
cet-14380	168	21	properties	property	NOUN
cet-14380	168	22	database	database	NOUN
cet-14380	168	23	.	.	PUNCT
cet-14380	169	1	version	version	NOUN
cet-14380	169	2	2	2	NUM
cet-14380	169	3	,	,	PUNCT
cet-14380	169	4	british	british	ADJ
cet-14380	169	5	geological	geological	ADJ
cet-14380	169	6	survey	survey	NOUN
cet-14380	169	7	,	,	PUNCT
cet-14380	169	8	nottingham	nottingham	PROPN
cet-14380	169	9	,	,	PUNCT
cet-14380	169	10	united	united	ADJ
cet-14380	169	11	kingdom	kingdom	NOUN
cet-14380	169	12	.	.	PUNCT
cet-14380	170	1	546	546	NUM