id	sid	tid	token	lemma	pos
fis-3767	1	1	microsoft	microsoft	PROPN
fis-3767	1	2	word	word	NOUN
fis-3767	1	3	numero_62_art_31_3767.docx	numero_62_art_31_3767.docx	VERB
fis-3767	1	4	a.	a.	PROPN
fis-3767	1	5	mishra	mishra	PROPN
fis-3767	1	6	et	et	PROPN
fis-3767	1	7	alii	alii	PROPN
fis-3767	1	8	,	,	PUNCT
fis-3767	1	9	frattura	frattura	PROPN
fis-3767	1	10	ed	ed	PROPN
fis-3767	1	11	integrità	integrità	PROPN
fis-3767	1	12	strutturale	strutturale	PROPN
fis-3767	1	13	,	,	PUNCT
fis-3767	1	14	62	62	NUM
fis-3767	1	15	(	(	PUNCT
fis-3767	1	16	2022	2022	NUM
fis-3767	1	17	)	)	PUNCT
fis-3767	1	18	448	448	NUM
fis-3767	1	19	-	-	SYM
fis-3767	1	20	459	459	NUM
fis-3767	1	21	;	;	PUNCT
fis-3767	1	22	doi	doi	NOUN
fis-3767	1	23	:	:	PUNCT
fis-3767	1	24	10.3221	10.3221	NUM
fis-3767	1	25	/	/	SYM
fis-3767	1	26	igf	igf	PROPN
fis-3767	1	27	-	-	PROPN
fis-3767	1	28	esis.62.31	esis.62.31	PROPN
fis-3767	1	29	448	448	NUM
fis-3767	1	30	optimization	optimization	NOUN
fis-3767	1	31	of	of	ADP
fis-3767	1	32	the	the	DET
fis-3767	1	33	tensile	tensile	NOUN
fis-3767	1	34	strength	strength	NOUN
fis-3767	1	35	of	of	ADP
fis-3767	1	36	friction	friction	NOUN
fis-3767	1	37	stir	stir	NOUN
fis-3767	1	38	welded	weld	VERB
fis-3767	1	39	heat	heat	NOUN
fis-3767	1	40	treatable	treatable	ADJ
fis-3767	1	41	aluminum	aluminum	NOUN
fis-3767	1	42	alloy	alloy	NOUN
fis-3767	1	43	by	by	ADP
fis-3767	1	44	using	use	VERB
fis-3767	1	45	bio	bio	NOUN
fis-3767	1	46	-	-	PUNCT
fis-3767	1	47	inspired	inspire	VERB
fis-3767	1	48	artificial	artificial	ADJ
fis-3767	1	49	intelligence	intelligence	NOUN
fis-3767	1	50	algorithms	algorithm	NOUN
fis-3767	1	51	akshansh	akshansh	PROPN
fis-3767	1	52	mishra	mishra	PROPN
fis-3767	1	53	school	school	PROPN
fis-3767	1	54	of	of	ADP
fis-3767	1	55	industrial	industrial	ADJ
fis-3767	1	56	and	and	CCONJ
fis-3767	1	57	information	information	NOUN
fis-3767	1	58	engineering	engineering	NOUN
fis-3767	1	59	,	,	PUNCT
fis-3767	1	60	politecnico	politecnico	PROPN
fis-3767	1	61	di	di	PROPN
fis-3767	1	62	milano	milano	PROPN
fis-3767	1	63	,	,	PUNCT
fis-3767	1	64	milan	milan	PROPN
fis-3767	1	65	,	,	PUNCT
fis-3767	1	66	italy	italy	PROPN
fis-3767	1	67	akshansh.mishra@mail.polimi.it	akshansh.mishra@mail.polimi.it	PROPN
fis-3767	1	68	,	,	PUNCT
fis-3767	1	69	https://orcid.org/0000-0003-4939-359x	https://orcid.org/0000-0003-4939-359x	CCONJ
fis-3767	1	70	anish	anish	ADJ
fis-3767	1	71	dasgupta	dasgupta	PROPN
fis-3767	1	72	artificial	artificial	ADJ
fis-3767	1	73	intelligence	intelligence	NOUN
fis-3767	1	74	analytics	analytic	NOUN
fis-3767	1	75	,	,	PUNCT
fis-3767	1	76	cognizant	cognizant	ADJ
fis-3767	1	77	technology	technology	NOUN
fis-3767	1	78	solutions	solution	NOUN
fis-3767	1	79	,	,	PUNCT
fis-3767	1	80	india	india	PROPN
fis-3767	1	81	anishdasgupta27@gmail.com	anishdasgupta27@gmail.com	PROPN
fis-3767	1	82	,	,	PUNCT
fis-3767	1	83	https://orcid.org/0000-0002-2527-9760	https://orcid.org/0000-0002-2527-9760	NOUN
fis-3767	1	84	abstract	abstract	NOUN
fis-3767	1	85	.	.	PUNCT
fis-3767	2	1	the	the	DET
fis-3767	2	2	concepts	concept	NOUN
fis-3767	2	3	and	and	CCONJ
fis-3767	2	4	inspiration	inspiration	NOUN
fis-3767	2	5	of	of	ADP
fis-3767	2	6	biological	biological	ADJ
fis-3767	2	7	evolution	evolution	NOUN
fis-3767	2	8	in	in	ADP
fis-3767	2	9	nature	nature	NOUN
fis-3767	2	10	are	be	AUX
fis-3767	2	11	used	use	VERB
fis-3767	2	12	to	to	PART
fis-3767	2	13	create	create	VERB
fis-3767	2	14	new	new	ADJ
fis-3767	2	15	and	and	CCONJ
fis-3767	2	16	effective	effective	ADJ
fis-3767	2	17	competing	compete	VERB
fis-3767	2	18	tactics	tactic	NOUN
fis-3767	2	19	in	in	ADP
fis-3767	2	20	the	the	DET
fis-3767	2	21	burgeoning	burgeon	VERB
fis-3767	2	22	field	field	NOUN
fis-3767	2	23	of	of	ADP
fis-3767	2	24	bio	bio	ADJ
fis-3767	2	25	-	-	PUNCT
fis-3767	2	26	inspired	inspire	VERB
fis-3767	2	27	computing	compute	VERB
fis-3767	2	28	optimization	optimization	NOUN
fis-3767	2	29	algorithms	algorithm	NOUN
fis-3767	2	30	.	.	PUNCT
fis-3767	3	1	in	in	ADP
fis-3767	3	2	the	the	DET
fis-3767	3	3	present	present	ADJ
fis-3767	3	4	work	work	NOUN
fis-3767	3	5	,	,	PUNCT
fis-3767	3	6	nine	nine	NUM
fis-3767	3	7	specimens	specimen	NOUN
fis-3767	3	8	of	of	ADP
fis-3767	3	9	similar	similar	ADJ
fis-3767	3	10	alloys	alloy	NOUN
fis-3767	3	11	i.e.	i.e.	X
fis-3767	3	12	,	,	PUNCT
fis-3767	3	13	aa6262	aa6262	PROPN
fis-3767	3	14	were	be	AUX
fis-3767	3	15	friction	friction	NOUN
fis-3767	3	16	stir	stir	NOUN
fis-3767	3	17	welded	weld	VERB
fis-3767	3	18	.	.	PUNCT
fis-3767	4	1	tool	tool	NOUN
fis-3767	4	2	rotational	rotational	ADJ
fis-3767	4	3	speed	speed	NOUN
fis-3767	4	4	(	(	PUNCT
fis-3767	4	5	rpm	rpm	PROPN
fis-3767	4	6	)	)	PUNCT
fis-3767	4	7	,	,	PUNCT
fis-3767	4	8	traverse	traverse	VERB
fis-3767	4	9	speed	speed	NOUN
fis-3767	4	10	(	(	PUNCT
fis-3767	4	11	mm	mm	PROPN
fis-3767	4	12	/	/	SYM
fis-3767	4	13	min	min	NOUN
fis-3767	4	14	)	)	PUNCT
fis-3767	4	15	,	,	PUNCT
fis-3767	4	16	and	and	CCONJ
fis-3767	4	17	plunge	plunge	NOUN
fis-3767	4	18	depth	depth	NOUN
fis-3767	4	19	(	(	PUNCT
fis-3767	4	20	mm	mm	NOUN
fis-3767	4	21	)	)	PUNCT
fis-3767	4	22	were	be	AUX
fis-3767	4	23	the	the	DET
fis-3767	4	24	input	input	NOUN
fis-3767	4	25	parameters	parameter	NOUN
fis-3767	4	26	while	while	SCONJ
fis-3767	4	27	the	the	DET
fis-3767	4	28	ultimate	ultimate	ADJ
fis-3767	4	29	tensile	tensile	NOUN
fis-3767	4	30	strength	strength	NOUN
fis-3767	4	31	(	(	PUNCT
fis-3767	4	32	mpa	mpa	PROPN
fis-3767	4	33	)	)	PUNCT
fis-3767	4	34	was	be	AUX
fis-3767	4	35	an	an	DET
fis-3767	4	36	output	output	NOUN
fis-3767	4	37	parameter	parameter	NOUN
fis-3767	4	38	.	.	PUNCT
fis-3767	5	1	the	the	DET
fis-3767	5	2	main	main	ADJ
fis-3767	5	3	objective	objective	NOUN
fis-3767	5	4	of	of	ADP
fis-3767	5	5	the	the	DET
fis-3767	5	6	work	work	NOUN
fis-3767	5	7	is	be	AUX
fis-3767	5	8	to	to	PART
fis-3767	5	9	obtain	obtain	VERB
fis-3767	5	10	the	the	DET
fis-3767	5	11	maximum	maximum	ADJ
fis-3767	5	12	optimized	optimize	VERB
fis-3767	5	13	ultimate	ultimate	ADJ
fis-3767	5	14	tensile	tensile	NOUN
fis-3767	5	15	strength	strength	NOUN
fis-3767	5	16	(	(	PUNCT
fis-3767	5	17	mpa	mpa	PROPN
fis-3767	5	18	)	)	PUNCT
fis-3767	5	19	by	by	ADP
fis-3767	5	20	using	use	VERB
fis-3767	5	21	bio	bio	NOUN
fis-3767	5	22	-	-	PUNCT
fis-3767	5	23	inspired	inspire	VERB
fis-3767	5	24	artificial	artificial	ADJ
fis-3767	5	25	intelligence	intelligence	NOUN
fis-3767	5	26	algorithms	algorithm	NOUN
fis-3767	5	27	i.e.	i.e.	X
fis-3767	5	28	,	,	PUNCT
fis-3767	5	29	differential	differential	ADJ
fis-3767	5	30	evolution	evolution	NOUN
fis-3767	5	31	and	and	CCONJ
fis-3767	5	32	max	max	PROPN
fis-3767	5	33	lipschitz	lipschitz	PROPN
fis-3767	5	34	optimization	optimization	NOUN
fis-3767	5	35	(	(	PUNCT
fis-3767	5	36	max	max	PROPN
fis-3767	5	37	lipo	lipo	PROPN
fis-3767	5	38	)	)	PUNCT
fis-3767	5	39	algorithm	algorithm	NOUN
fis-3767	5	40	.	.	PUNCT
fis-3767	6	1	the	the	DET
fis-3767	6	2	results	result	NOUN
fis-3767	6	3	showed	show	VERB
fis-3767	6	4	that	that	SCONJ
fis-3767	6	5	the	the	DET
fis-3767	6	6	differential	differential	ADJ
fis-3767	6	7	evolution	evolution	NOUN
fis-3767	6	8	algorithm	algorithm	PROPN
fis-3767	6	9	resulted	result	VERB
fis-3767	6	10	in	in	ADP
fis-3767	6	11	a	a	DET
fis-3767	6	12	slightly	slightly	ADV
fis-3767	6	13	higher	high	ADJ
fis-3767	6	14	value	value	NOUN
fis-3767	6	15	of	of	ADP
fis-3767	6	16	the	the	DET
fis-3767	6	17	ultimate	ultimate	ADJ
fis-3767	6	18	tensile	tensile	NOUN
fis-3767	6	19	strength	strength	NOUN
fis-3767	6	20	of	of	ADP
fis-3767	6	21	184.87	184.87	NUM
fis-3767	6	22	mpa	mpa	NOUN
fis-3767	6	23	in	in	ADP
fis-3767	6	24	comparison	comparison	NOUN
fis-3767	6	25	to	to	ADP
fis-3767	6	26	the	the	DET
fis-3767	6	27	max	max	PROPN
fis-3767	6	28	lipo	lipo	NOUN
fis-3767	6	29	algorithm	algorithm	NOUN
fis-3767	6	30	which	which	PRON
fis-3767	6	31	resulted	result	VERB
fis-3767	6	32	in	in	ADP
fis-3767	6	33	the	the	DET
fis-3767	6	34	ultimate	ultimate	ADJ
fis-3767	6	35	tensile	tensile	NOUN
fis-3767	6	36	strength	strength	NOUN
fis-3767	6	37	value	value	NOUN
fis-3767	6	38	of	of	ADP
fis-3767	6	39	183.94	183.94	NUM
fis-3767	6	40	mpa	mpa	NOUN
fis-3767	6	41	.	.	PUNCT
fis-3767	7	1	keywords	keyword	NOUN
fis-3767	7	2	.	.	PUNCT
fis-3767	8	1	artificial	artificial	ADJ
fis-3767	8	2	intelligence	intelligence	NOUN
fis-3767	8	3	;	;	PUNCT
fis-3767	8	4	bio	bio	ADJ
fis-3767	8	5	-	-	PUNCT
fis-3767	8	6	inspired	inspire	VERB
fis-3767	8	7	algorithms	algorithm	NOUN
fis-3767	8	8	;	;	PUNCT
fis-3767	8	9	friction	friction	NOUN
fis-3767	8	10	stir	stir	NOUN
fis-3767	8	11	welding	welding	NOUN
fis-3767	8	12	;	;	PUNCT
fis-3767	8	13	ultimate	ultimate	ADJ
fis-3767	8	14	tensile	tensile	NOUN
fis-3767	8	15	strength	strength	NOUN
fis-3767	8	16	;	;	PUNCT
fis-3767	8	17	optimization	optimization	NOUN
fis-3767	8	18	citation	citation	NOUN
fis-3767	8	19	:	:	PUNCT
fis-3767	8	20	mishra	mishra	PROPN
fis-3767	8	21	,	,	PUNCT
fis-3767	8	22	a.	a.	PROPN
fis-3767	8	23	,	,	PUNCT
fis-3767	8	24	dasgupta	dasgupta	PROPN
fis-3767	8	25	,	,	PUNCT
fis-3767	8	26	a.	a.	NOUN
fis-3767	8	27	,	,	PUNCT
fis-3767	8	28	optimization	optimization	NOUN
fis-3767	8	29	of	of	ADP
fis-3767	8	30	the	the	DET
fis-3767	8	31	tensile	tensile	NOUN
fis-3767	8	32	strength	strength	NOUN
fis-3767	8	33	of	of	ADP
fis-3767	8	34	friction	friction	NOUN
fis-3767	8	35	stir	stir	NOUN
fis-3767	8	36	welded	weld	VERB
fis-3767	8	37	heat	heat	NOUN
fis-3767	8	38	treatable	treatable	ADJ
fis-3767	8	39	aluminum	aluminum	NOUN
fis-3767	8	40	alloy	alloy	NOUN
fis-3767	8	41	by	by	ADP
fis-3767	8	42	using	use	VERB
fis-3767	8	43	bio	bio	NOUN
fis-3767	8	44	-	-	PUNCT
fis-3767	8	45	inspired	inspire	VERB
fis-3767	8	46	artificial	artificial	ADJ
fis-3767	8	47	intelligence	intelligence	NOUN
fis-3767	8	48	algorithmsfrattura	algorithmsfrattura	NOUN
fis-3767	8	49	ed	ed	PROPN
fis-3767	8	50	integrità	integrità	PROPN
fis-3767	8	51	strutturale	strutturale	PROPN
fis-3767	8	52	,	,	PUNCT
fis-3767	8	53	62	62	NUM
fis-3767	8	54	(	(	PUNCT
fis-3767	8	55	2022	2022	NUM
fis-3767	8	56	)	)	PUNCT
fis-3767	8	57	448	448	NUM
fis-3767	8	58	-	-	SYM
fis-3767	8	59	459	459	NUM
fis-3767	8	60	.	.	PUNCT
fis-3767	9	1	received	receive	VERB
fis-3767	9	2	:	:	PUNCT
fis-3767	9	3	13.08.2022	13.08.2022	NUM
fis-3767	9	4	accepted	accept	VERB
fis-3767	9	5	:	:	PUNCT
fis-3767	9	6	05.09.2022	05.09.2022	NOUN
fis-3767	9	7	online	online	ADV
fis-3767	9	8	first	first	ADV
fis-3767	9	9	:	:	PUNCT
fis-3767	9	10	06.09.2022	06.09.2022	NOUN
fis-3767	9	11	published	publish	VERB
fis-3767	9	12	:	:	PUNCT
fis-3767	9	13	01.10.2022	01.10.2022	NOUN
fis-3767	9	14	copyright	copyright	NOUN
fis-3767	9	15	:	:	PUNCT
fis-3767	9	16	©	©	PROPN
fis-3767	9	17	2022	2022	NUM
fis-3767	9	18	this	this	PRON
fis-3767	9	19	is	be	AUX
fis-3767	9	20	an	an	DET
fis-3767	9	21	open	open	ADJ
fis-3767	9	22	access	access	NOUN
fis-3767	9	23	article	article	NOUN
fis-3767	9	24	under	under	ADP
fis-3767	9	25	the	the	DET
fis-3767	9	26	terms	term	NOUN
fis-3767	9	27	of	of	ADP
fis-3767	9	28	the	the	DET
fis-3767	9	29	cc	cc	NOUN
fis-3767	9	30	-	-	PUNCT
fis-3767	9	31	by	by	ADP
fis-3767	9	32	4.0	4.0	NUM
fis-3767	9	33	,	,	PUNCT
fis-3767	9	34	which	which	PRON
fis-3767	9	35	permits	permit	VERB
fis-3767	9	36	unrestricted	unrestricted	ADJ
fis-3767	9	37	use	use	NOUN
fis-3767	9	38	,	,	PUNCT
fis-3767	9	39	distribution	distribution	NOUN
fis-3767	9	40	,	,	PUNCT
fis-3767	9	41	and	and	CCONJ
fis-3767	9	42	reproduction	reproduction	NOUN
fis-3767	9	43	in	in	ADP
fis-3767	9	44	any	any	DET
fis-3767	9	45	medium	medium	NOUN
fis-3767	9	46	,	,	PUNCT
fis-3767	9	47	provided	provide	VERB
fis-3767	9	48	the	the	DET
fis-3767	9	49	original	original	ADJ
fis-3767	9	50	author	author	NOUN
fis-3767	9	51	and	and	CCONJ
fis-3767	9	52	source	source	NOUN
fis-3767	9	53	are	be	AUX
fis-3767	9	54	credited	credit	VERB
fis-3767	9	55	.	.	PUNCT
fis-3767	10	1	introduction	introduction	NOUN
fis-3767	10	2	revolving	revolve	VERB
fis-3767	10	3	tool	tool	NOUN
fis-3767	10	4	generates	generate	VERB
fis-3767	10	5	frictional	frictional	ADJ
fis-3767	10	6	heat	heat	NOUN
fis-3767	10	7	during	during	ADP
fis-3767	10	8	friction	friction	NOUN
fis-3767	10	9	stir	stir	NOUN
fis-3767	10	10	welding	weld	VERB
fis-3767	10	11	(	(	PUNCT
fis-3767	10	12	fsw	fsw	PROPN
fis-3767	10	13	)	)	PUNCT
fis-3767	10	14	,	,	PUNCT
fis-3767	10	15	a	a	DET
fis-3767	10	16	solid	solid	ADJ
fis-3767	10	17	-	-	PUNCT
fis-3767	10	18	state	state	NOUN
fis-3767	10	19	joining	joining	NOUN
fis-3767	10	20	technique	technique	NOUN
fis-3767	10	21	that	that	PRON
fis-3767	10	22	is	be	AUX
fis-3767	10	23	used	use	VERB
fis-3767	10	24	to	to	PART
fis-3767	10	25	fuse	fuse	VERB
fis-3767	10	26	materials	material	NOUN
fis-3767	10	27	.	.	PUNCT
fis-3767	11	1	the	the	DET
fis-3767	11	2	non	non	ADJ
fis-3767	11	3	-	-	ADJ
fis-3767	11	4	consumable	consumable	ADJ
fis-3767	11	5	tool	tool	NOUN
fis-3767	11	6	is	be	AUX
fis-3767	11	7	turned	turn	VERB
fis-3767	11	8	and	and	CCONJ
fis-3767	11	9	inserted	insert	VERB
fis-3767	11	10	into	into	ADP
fis-3767	11	11	the	the	DET
fis-3767	11	12	joint	joint	NOUN
fis-3767	11	13	between	between	ADP
fis-3767	11	14	two	two	NUM
fis-3767	11	15	work	work	NOUN
fis-3767	11	16	parts	part	NOUN
fis-3767	11	17	.	.	PUNCT
fis-3767	12	1	it	it	PRON
fis-3767	12	2	has	have	VERB
fis-3767	12	3	a	a	DET
fis-3767	12	4	contoured	contoured	ADJ
fis-3767	12	5	probe	probe	NOUN
fis-3767	12	6	and	and	CCONJ
fis-3767	12	7	shoulder	shoulder	NOUN
fis-3767	12	8	[	[	X
fis-3767	12	9	1	1	NUM
fis-3767	12	10	-	-	SYM
fis-3767	12	11	3	3	NUM
fis-3767	12	12	]	]	PUNCT
fis-3767	12	13	.	.	PUNCT
fis-3767	13	1	the	the	DET
fis-3767	13	2	substance	substance	NOUN
fis-3767	13	3	then	then	ADV
fis-3767	13	4	heats	heat	VERB
fis-3767	13	5	up	up	ADP
fis-3767	13	6	and	and	CCONJ
fis-3767	13	7	softens	soften	VERB
fis-3767	13	8	as	as	SCONJ
fis-3767	13	9	it	it	PRON
fis-3767	13	10	moves	move	VERB
fis-3767	13	11	along	along	ADP
fis-3767	13	12	the	the	DET
fis-3767	13	13	joint	joint	ADJ
fis-3767	13	14	line	line	NOUN
fis-3767	13	15	.	.	PUNCT
fis-3767	14	1	this	this	DET
fis-3767	14	2	plasticized	plasticize	VERB
fis-3767	14	3	substance	substance	NOUN
fis-3767	14	4	,	,	PUNCT
fis-3767	14	5	which	which	PRON
fis-3767	14	6	is	be	AUX
fis-3767	14	7	mechanically	mechanically	ADV
fis-3767	14	8	combined	combine	VERB
fis-3767	14	9	to	to	PART
fis-3767	14	10	form	form	VERB
fis-3767	14	11	a	a	DET
fis-3767	14	12	solid	solid	ADJ
fis-3767	14	13	phase	phase	NOUN
fis-3767	14	14	weld	weld	NOUN
fis-3767	14	15	,	,	PUNCT
fis-3767	14	16	is	be	AUX
fis-3767	14	17	likewise	likewise	ADV
fis-3767	14	18	contained	contain	VERB
fis-3767	14	19	by	by	ADP
fis-3767	14	20	the	the	DET
fis-3767	14	21	shoulder	shoulder	NOUN
fis-3767	14	22	.	.	PUNCT
fis-3767	15	1	whether	whether	SCONJ
fis-3767	15	2	cast	cast	NOUN
fis-3767	15	3	,	,	PUNCT
fis-3767	15	4	rolled	roll	VERB
fis-3767	15	5	,	,	PUNCT
fis-3767	15	6	or	or	CCONJ
fis-3767	15	7	extruded	extrude	VERB
fis-3767	15	8	,	,	PUNCT
fis-3767	15	9	aluminum	aluminum	NOUN
fis-3767	15	10	alloys	alloy	NOUN
fis-3767	15	11	of	of	ADP
fis-3767	15	12	all	all	DET
fis-3767	15	13	types	type	NOUN
fis-3767	15	14	are	be	AUX
fis-3767	15	15	joined	join	VERB
fis-3767	15	16	via	via	ADP
fis-3767	15	17	this	this	DET
fis-3767	15	18	technique	technique	NOUN
fis-3767	15	19	most	most	ADV
fis-3767	15	20	frequently	frequently	ADV
fis-3767	15	21	in	in	ADP
fis-3767	15	22	industry	industry	NOUN
fis-3767	15	23	[	[	X
fis-3767	15	24	4a	4a	X
fis-3767	15	25	https://youtu.be/eiikjekgujg	https://youtu.be/eiikjekgujg	ADP
fis-3767	15	26	a.	a.	PROPN
fis-3767	15	27	mishra	mishra	PROPN
fis-3767	15	28	et	et	PROPN
fis-3767	15	29	alii	alii	PROPN
fis-3767	15	30	,	,	PUNCT
fis-3767	15	31	frattura	frattura	PROPN
fis-3767	15	32	ed	ed	PROPN
fis-3767	15	33	integrità	integrità	PROPN
fis-3767	15	34	strutturale	strutturale	PROPN
fis-3767	15	35	,	,	PUNCT
fis-3767	15	36	62	62	NUM
fis-3767	15	37	(	(	PUNCT
fis-3767	15	38	2022	2022	NUM
fis-3767	15	39	)	)	PUNCT
fis-3767	15	40	448	448	NUM
fis-3767	15	41	-	-	SYM
fis-3767	15	42	459	459	NUM
fis-3767	15	43	;	;	PUNCT
fis-3767	15	44	doi	doi	NOUN
fis-3767	15	45	:	:	PUNCT
fis-3767	15	46	10.3221	10.3221	NUM
fis-3767	15	47	/	/	SYM
fis-3767	15	48	igf	igf	PROPN
fis-3767	15	49	-	-	PROPN
fis-3767	15	50	esis.62.31	esis.62.31	PROPN
fis-3767	15	51	449	449	NUM
fis-3767	15	52	9	9	NUM
fis-3767	15	53	]	]	PUNCT
fis-3767	15	54	.	.	PUNCT
fis-3767	16	1	according	accord	VERB
fis-3767	16	2	to	to	ADP
fis-3767	16	3	the	the	DET
fis-3767	16	4	alloy	alloy	NOUN
fis-3767	16	5	grade	grade	NOUN
fis-3767	16	6	and	and	CCONJ
fis-3767	16	7	machine	machine	NOUN
fis-3767	16	8	capacity	capacity	NOUN
fis-3767	16	9	,	,	PUNCT
fis-3767	16	10	fsw	fsw	PROPN
fis-3767	16	11	has	have	AUX
fis-3767	16	12	been	be	AUX
fis-3767	16	13	demonstrated	demonstrate	VERB
fis-3767	16	14	to	to	PART
fis-3767	16	15	weld	weld	VERB
fis-3767	16	16	aluminum	aluminum	NOUN
fis-3767	16	17	alloy	alloy	NOUN
fis-3767	16	18	butt	butt	NOUN
fis-3767	16	19	joints	joint	NOUN
fis-3767	16	20	with	with	ADP
fis-3767	16	21	a	a	DET
fis-3767	16	22	thickness	thickness	NOUN
fis-3767	16	23	somewhere	somewhere	ADV
fis-3767	16	24	between	between	ADP
fis-3767	16	25	0.3	0.3	NUM
fis-3767	16	26	mm	mm	NUM
fis-3767	16	27	and	and	CCONJ
fis-3767	16	28	75	75	NUM
fis-3767	16	29	mm	mm	NOUN
fis-3767	16	30	in	in	ADP
fis-3767	16	31	a	a	DET
fis-3767	16	32	single	single	ADJ
fis-3767	16	33	cycle	cycle	NOUN
fis-3767	16	34	.	.	PUNCT
fis-3767	17	1	industrial	industrial	ADJ
fis-3767	17	2	optimization	optimization	NOUN
fis-3767	17	3	is	be	AUX
fis-3767	17	4	a	a	DET
fis-3767	17	5	comprehensive	comprehensive	ADJ
fis-3767	17	6	discipline	discipline	NOUN
fis-3767	17	7	that	that	PRON
fis-3767	17	8	enables	enable	VERB
fis-3767	17	9	producers	producer	NOUN
fis-3767	17	10	to	to	PART
fis-3767	17	11	move	move	VERB
fis-3767	17	12	as	as	ADV
fis-3767	17	13	rapidly	rapidly	ADV
fis-3767	17	14	and	and	CCONJ
fis-3767	17	15	waste	waste	NOUN
fis-3767	17	16	-	-	PUNCT
fis-3767	17	17	free	free	ADJ
fis-3767	17	18	as	as	ADV
fis-3767	17	19	feasible	feasible	ADJ
fis-3767	17	20	from	from	ADP
fis-3767	17	21	prototyping	prototype	VERB
fis-3767	17	22	through	through	ADP
fis-3767	17	23	mass	mass	ADJ
fis-3767	17	24	production	production	NOUN
fis-3767	17	25	and	and	CCONJ
fis-3767	17	26	beyond	beyond	ADP
fis-3767	17	27	.	.	PUNCT
fis-3767	18	1	it	it	PRON
fis-3767	18	2	's	be	AUX
fis-3767	18	3	a	a	DET
fis-3767	18	4	data	data	NOUN
fis-3767	18	5	-	-	PUNCT
fis-3767	18	6	driven	drive	VERB
fis-3767	18	7	acceptance	acceptance	NOUN
fis-3767	18	8	of	of	ADP
fis-3767	18	9	a	a	DET
fis-3767	18	10	superior	superior	ADJ
fis-3767	18	11	method	method	NOUN
fis-3767	18	12	that	that	PRON
fis-3767	18	13	makes	make	VERB
fis-3767	18	14	use	use	NOUN
fis-3767	18	15	of	of	ADP
fis-3767	18	16	cutting	cut	VERB
fis-3767	18	17	-	-	PUNCT
fis-3767	18	18	edge	edge	NOUN
fis-3767	18	19	technology	technology	NOUN
fis-3767	18	20	and	and	CCONJ
fis-3767	18	21	is	be	AUX
fis-3767	18	22	supported	support	VERB
fis-3767	18	23	by	by	ADP
fis-3767	18	24	mathematics	mathematic	NOUN
fis-3767	18	25	[	[	X
fis-3767	18	26	10	10	NUM
fis-3767	18	27	-	-	SYM
fis-3767	18	28	13	13	NUM
fis-3767	18	29	]	]	PUNCT
fis-3767	18	30	.	.	PUNCT
fis-3767	19	1	the	the	DET
fis-3767	19	2	goal	goal	NOUN
fis-3767	19	3	of	of	ADP
fis-3767	19	4	optimization	optimization	NOUN
fis-3767	19	5	is	be	AUX
fis-3767	19	6	to	to	PART
fis-3767	19	7	arrive	arrive	VERB
fis-3767	19	8	at	at	ADP
fis-3767	19	9	the	the	DET
fis-3767	19	10	"	"	PUNCT
fis-3767	19	11	optimal	optimal	ADJ
fis-3767	19	12	"	"	PUNCT
fis-3767	19	13	design	design	NOUN
fis-3767	19	14	in	in	ADP
fis-3767	19	15	relation	relation	NOUN
fis-3767	19	16	to	to	ADP
fis-3767	19	17	a	a	DET
fis-3767	19	18	list	list	NOUN
fis-3767	19	19	of	of	ADP
fis-3767	19	20	prioritized	prioritize	VERB
fis-3767	19	21	requirements	requirement	NOUN
fis-3767	19	22	or	or	CCONJ
fis-3767	19	23	restrictions	restriction	NOUN
fis-3767	19	24	.	.	PUNCT
fis-3767	20	1	maximizing	maximize	VERB
fis-3767	20	2	elements	element	NOUN
fis-3767	20	3	like	like	ADP
fis-3767	20	4	productivity	productivity	NOUN
fis-3767	20	5	,	,	PUNCT
fis-3767	20	6	strength	strength	NOUN
fis-3767	20	7	,	,	PUNCT
fis-3767	20	8	dependability	dependability	NOUN
fis-3767	20	9	,	,	PUNCT
fis-3767	20	10	lifespan	lifespan	NOUN
fis-3767	20	11	,	,	PUNCT
fis-3767	20	12	efficiency	efficiency	NOUN
fis-3767	20	13	,	,	PUNCT
fis-3767	20	14	and	and	CCONJ
fis-3767	20	15	usage	usage	NOUN
fis-3767	20	16	is	be	AUX
fis-3767	20	17	one	one	NUM
fis-3767	20	18	of	of	ADP
fis-3767	20	19	these	these	PRON
fis-3767	20	20	.	.	PUNCT
fis-3767	21	1	in	in	ADP
fis-3767	21	2	general	general	ADJ
fis-3767	21	3	,	,	PUNCT
fis-3767	21	4	all	all	DET
fis-3767	21	5	machine	machine	NOUN
fis-3767	21	6	learning	learn	VERB
fis-3767	21	7	algorithms	algorithm	NOUN
fis-3767	21	8	(	(	PUNCT
fis-3767	21	9	such	such	ADJ
fis-3767	21	10	as	as	ADP
fis-3767	21	11	classification	classification	NOUN
fis-3767	21	12	,	,	PUNCT
fis-3767	21	13	clustering	clustering	NOUN
fis-3767	21	14	,	,	PUNCT
fis-3767	21	15	and	and	CCONJ
fis-3767	21	16	regression	regression	NOUN
fis-3767	21	17	)	)	PUNCT
fis-3767	21	18	are	be	AUX
fis-3767	21	19	introduced	introduce	VERB
fis-3767	21	20	in	in	ADP
fis-3767	21	21	order	order	NOUN
fis-3767	21	22	to	to	PART
fis-3767	21	23	address	address	VERB
fis-3767	21	24	a	a	DET
fis-3767	21	25	class	class	NOUN
fis-3767	21	26	of	of	ADP
fis-3767	21	27	optimization	optimization	NOUN
fis-3767	21	28	issues	issue	NOUN
fis-3767	21	29	known	know	VERB
fis-3767	21	30	as	as	ADP
fis-3767	21	31	data	datum	NOUN
fis-3767	21	32	fitting	fitting	ADJ
fis-3767	21	33	.	.	PUNCT
fis-3767	22	1	minimizing	minimize	VERB
fis-3767	22	2	the	the	DET
fis-3767	22	3	amount	amount	NOUN
fis-3767	22	4	of	of	ADP
fis-3767	22	5	error	error	NOUN
fis-3767	22	6	between	between	ADP
fis-3767	22	7	the	the	DET
fis-3767	22	8	expected	expect	VERB
fis-3767	22	9	and	and	CCONJ
fis-3767	22	10	actual	actual	ADJ
fis-3767	22	11	results	result	NOUN
fis-3767	22	12	is	be	AUX
fis-3767	22	13	one	one	NUM
fis-3767	22	14	of	of	ADP
fis-3767	22	15	the	the	DET
fis-3767	22	16	main	main	ADJ
fis-3767	22	17	objectives	objective	NOUN
fis-3767	22	18	of	of	ADP
fis-3767	22	19	training	train	VERB
fis-3767	22	20	a	a	DET
fis-3767	22	21	machine	machine	NOUN
fis-3767	22	22	learning	learn	VERB
fis-3767	22	23	system	system	NOUN
fis-3767	22	24	.	.	PUNCT
fis-3767	23	1	[	[	X
fis-3767	23	2	14	14	NUM
fis-3767	23	3	-	-	SYM
fis-3767	23	4	20	20	NUM
fis-3767	23	5	]	]	PUNCT
fis-3767	23	6	a	a	DET
fis-3767	23	7	loss	loss	NOUN
fis-3767	23	8	or	or	CCONJ
fis-3767	23	9	cost	cost	NOUN
fis-3767	23	10	function	function	NOUN
fis-3767	23	11	,	,	PUNCT
fis-3767	23	12	typically	typically	ADV
fis-3767	23	13	defines	define	VERB
fis-3767	23	14	the	the	DET
fis-3767	23	15	difference	difference	NOUN
fis-3767	23	16	between	between	ADP
fis-3767	23	17	the	the	DET
fis-3767	23	18	expected	expect	VERB
fis-3767	23	19	and	and	CCONJ
fis-3767	23	20	actual	actual	ADJ
fis-3767	23	21	value	value	NOUN
fis-3767	23	22	of	of	ADP
fis-3767	23	23	data	datum	NOUN
fis-3767	23	24	,	,	PUNCT
fis-3767	23	25	can	can	AUX
fis-3767	23	26	be	be	AUX
fis-3767	23	27	used	use	VERB
fis-3767	23	28	to	to	PART
fis-3767	23	29	measure	measure	VERB
fis-3767	23	30	optimization	optimization	NOUN
fis-3767	23	31	.	.	PUNCT
fis-3767	24	1	du	du	PROPN
fis-3767	24	2	et	et	PROPN
fis-3767	24	3	al	al	PROPN
fis-3767	24	4	.	.	PUNCT
fis-3767	25	1	[	[	X
fis-3767	25	2	21	21	NUM
fis-3767	25	3	]	]	PUNCT
fis-3767	25	4	looked	look	VERB
fis-3767	25	5	through	through	ADP
fis-3767	25	6	114	114	NUM
fis-3767	25	7	sets	set	NOUN
fis-3767	25	8	of	of	ADP
fis-3767	25	9	test	test	NOUN
fis-3767	25	10	data	datum	NOUN
fis-3767	25	11	for	for	ADP
fis-3767	25	12	three	three	NUM
fis-3767	25	13	commonly	commonly	ADV
fis-3767	25	14	used	use	VERB
fis-3767	25	15	alloys	alloy	NOUN
fis-3767	25	16	to	to	PART
fis-3767	25	17	determine	determine	VERB
fis-3767	25	18	the	the	DET
fis-3767	25	19	hierarchy	hierarchy	NOUN
fis-3767	25	20	of	of	ADP
fis-3767	25	21	causative	causative	ADJ
fis-3767	25	22	causes	cause	NOUN
fis-3767	25	23	for	for	ADP
fis-3767	25	24	tool	tool	NOUN
fis-3767	25	25	failure	failure	NOUN
fis-3767	25	26	.	.	PUNCT
fis-3767	26	1	using	use	VERB
fis-3767	26	2	three	three	NUM
fis-3767	26	3	decision	decision	NOUN
fis-3767	26	4	tree	tree	NOUN
fis-3767	26	5	-	-	PUNCT
fis-3767	26	6	based	base	VERB
fis-3767	26	7	methodologies	methodology	NOUN
fis-3767	26	8	,	,	PUNCT
fis-3767	26	9	the	the	DET
fis-3767	26	10	relative	relative	ADJ
fis-3767	26	11	influence	influence	NOUN
fis-3767	26	12	of	of	ADP
fis-3767	26	13	six	six	NUM
fis-3767	26	14	key	key	ADJ
fis-3767	26	15	friction	friction	NOUN
fis-3767	26	16	stir	stir	NOUN
fis-3767	26	17	welding	weld	VERB
fis-3767	26	18	factors	factor	NOUN
fis-3767	26	19	on	on	ADP
fis-3767	26	20	tool	tool	NOUN
fis-3767	26	21	failure	failure	NOUN
fis-3767	26	22	was	be	AUX
fis-3767	26	23	ranked	rank	VERB
fis-3767	26	24	.	.	PUNCT
fis-3767	27	1	the	the	DET
fis-3767	27	2	maximal	maximal	ADJ
fis-3767	27	3	shear	shear	NOUN
fis-3767	27	4	stress	stress	NOUN
fis-3767	27	5	is	be	AUX
fis-3767	27	6	discovered	discover	VERB
fis-3767	27	7	to	to	PART
fis-3767	27	8	be	be	AUX
fis-3767	27	9	the	the	DET
fis-3767	27	10	main	main	ADJ
fis-3767	27	11	cause	cause	NOUN
fis-3767	27	12	of	of	ADP
fis-3767	27	13	tool	tool	NOUN
fis-3767	27	14	failure	failure	NOUN
fis-3767	27	15	.	.	PUNCT
fis-3767	28	1	du	du	PROPN
fis-3767	28	2	et	et	PROPN
fis-3767	28	3	al	al	PROPN
fis-3767	28	4	.	.	PUNCT
fis-3767	29	1	[	[	X
fis-3767	29	2	22	22	NUM
fis-3767	29	3	]	]	PUNCT
fis-3767	29	4	examined	examine	VERB
fis-3767	29	5	the	the	DET
fis-3767	29	6	conditions	condition	NOUN
fis-3767	29	7	that	that	PRON
fis-3767	29	8	result	result	VERB
fis-3767	29	9	in	in	ADP
fis-3767	29	10	void	void	ADJ
fis-3767	29	11	development	development	NOUN
fis-3767	29	12	using	use	VERB
fis-3767	29	13	a	a	DET
fis-3767	29	14	decision	decision	NOUN
fis-3767	29	15	tree	tree	NOUN
fis-3767	29	16	and	and	CCONJ
fis-3767	29	17	a	a	DET
fis-3767	29	18	bayesian	bayesian	ADJ
fis-3767	29	19	neural	neural	ADJ
fis-3767	29	20	network	network	NOUN
fis-3767	29	21	.	.	PUNCT
fis-3767	30	1	three	three	NUM
fis-3767	30	2	different	different	ADJ
fis-3767	30	3	types	type	NOUN
fis-3767	30	4	of	of	ADP
fis-3767	30	5	input	input	NOUN
fis-3767	30	6	data	data	NOUN
fis-3767	30	7	sets	set	NOUN
fis-3767	30	8	,	,	PUNCT
fis-3767	30	9	including	include	VERB
fis-3767	30	10	raw	raw	ADJ
fis-3767	30	11	welding	welding	NOUN
fis-3767	30	12	parameters	parameter	NOUN
fis-3767	30	13	and	and	CCONJ
fis-3767	30	14	computational	computational	ADJ
fis-3767	30	15	variables	variable	NOUN
fis-3767	30	16	,	,	PUNCT
fis-3767	30	17	were	be	AUX
fis-3767	30	18	used	use	VERB
fis-3767	30	19	to	to	PART
fis-3767	30	20	examine	examine	VERB
fis-3767	30	21	friction	friction	NOUN
fis-3767	30	22	stir	stir	NOUN
fis-3767	30	23	welding	welding	NOUN
fis-3767	30	24	.	.	PUNCT
fis-3767	31	1	three	three	NUM
fis-3767	31	2	different	different	ADJ
fis-3767	31	3	aluminum	aluminum	NOUN
fis-3767	31	4	alloys	alloy	NOUN
fis-3767	31	5	,	,	PUNCT
fis-3767	31	6	aa2024	aa2024	PROPN
fis-3767	31	7	,	,	PUNCT
fis-3767	31	8	aa2219	aa2219	PROPN
fis-3767	31	9	,	,	PUNCT
fis-3767	31	10	and	and	CCONJ
fis-3767	31	11	aa6061	aa6061	PROPN
fis-3767	31	12	,	,	PUNCT
fis-3767	31	13	were	be	AUX
fis-3767	31	14	friction	friction	NOUN
fis-3767	31	15	stir	stir	NOUN
fis-3767	31	16	welded	weld	VERB
fis-3767	31	17	,	,	PUNCT
fis-3767	31	18	and	and	CCONJ
fis-3767	31	19	108	108	NUM
fis-3767	31	20	different	different	ADJ
fis-3767	31	21	sets	set	NOUN
fis-3767	31	22	of	of	ADP
fis-3767	31	23	experimental	experimental	ADJ
fis-3767	31	24	findings	finding	NOUN
fis-3767	31	25	on	on	ADP
fis-3767	31	26	void	void	ADJ
fis-3767	31	27	formation	formation	NOUN
fis-3767	31	28	were	be	AUX
fis-3767	31	29	assessed	assess	VERB
fis-3767	31	30	.	.	PUNCT
fis-3767	32	1	the	the	DET
fis-3767	32	2	neural	neural	ADJ
fis-3767	32	3	network	network	NOUN
fis-3767	32	4	-	-	PUNCT
fis-3767	32	5	based	base	VERB
fis-3767	32	6	approach	approach	NOUN
fis-3767	32	7	used	use	VERB
fis-3767	32	8	the	the	DET
fis-3767	32	9	welding	welding	NOUN
fis-3767	32	10	parameters	parameter	NOUN
fis-3767	32	11	,	,	PUNCT
fis-3767	32	12	specimen	speciman	NOUN
fis-3767	32	13	and	and	CCONJ
fis-3767	32	14	tool	tool	NOUN
fis-3767	32	15	combinations	combination	NOUN
fis-3767	32	16	,	,	PUNCT
fis-3767	32	17	and	and	CCONJ
fis-3767	32	18	material	material	NOUN
fis-3767	32	19	parameters	parameter	NOUN
fis-3767	32	20	as	as	ADP
fis-3767	32	21	input	input	NOUN
fis-3767	32	22	to	to	PART
fis-3767	32	23	forecast	forecast	VERB
fis-3767	32	24	the	the	DET
fis-3767	32	25	void	void	ADJ
fis-3767	32	26	production	production	NOUN
fis-3767	32	27	with	with	ADP
fis-3767	32	28	an	an	DET
fis-3767	32	29	accuracy	accuracy	NOUN
fis-3767	32	30	of	of	ADP
fis-3767	32	31	83.3	83.3	NUM
fis-3767	32	32	%	%	NOUN
fis-3767	32	33	.	.	PUNCT
fis-3767	33	1	polyphenylene	polyphenylene	NOUN
fis-3767	33	2	sulfide	sulfide	NOUN
fis-3767	33	3	(	(	PUNCT
fis-3767	33	4	pps	pps	NOUN
fis-3767	33	5	)	)	PUNCT
fis-3767	33	6	and	and	CCONJ
fis-3767	33	7	aluminum	aluminum	NOUN
fis-3767	33	8	alloy	alloy	NOUN
fis-3767	33	9	7475	7475	NUM
fis-3767	33	10	sheets	sheet	NOUN
fis-3767	33	11	were	be	AUX
fis-3767	33	12	attached	attach	VERB
fis-3767	33	13	together	together	ADV
fis-3767	33	14	using	use	VERB
fis-3767	33	15	friction	friction	NOUN
fis-3767	33	16	stir	stir	NOUN
fis-3767	33	17	welding	weld	VERB
fis-3767	33	18	(	(	PUNCT
fis-3767	33	19	fsw	fsw	PROPN
fis-3767	33	20	)	)	PUNCT
fis-3767	33	21	in	in	ADP
fis-3767	33	22	a	a	DET
fis-3767	33	23	lap	lap	NOUN
fis-3767	33	24	joint	joint	ADJ
fis-3767	33	25	configuration	configuration	NOUN
fis-3767	33	26	.	.	PUNCT
fis-3767	34	1	the	the	DET
fis-3767	34	2	response	response	NOUN
fis-3767	34	3	surface	surface	NOUN
fis-3767	34	4	methods	method	NOUN
fis-3767	34	5	-	-	PUNCT
fis-3767	34	6	created	create	VERB
fis-3767	34	7	design	design	NOUN
fis-3767	34	8	matrix	matrix	NOUN
fis-3767	34	9	has	have	AUX
fis-3767	34	10	been	be	AUX
fis-3767	34	11	used	use	VERB
fis-3767	34	12	in	in	ADP
fis-3767	34	13	a	a	DET
fis-3767	34	14	number	number	NOUN
fis-3767	34	15	of	of	ADP
fis-3767	34	16	fsw	fsw	PROPN
fis-3767	34	17	studies	study	NOUN
fis-3767	34	18	.	.	PUNCT
fis-3767	35	1	the	the	DET
fis-3767	35	2	tensile	tensile	NOUN
fis-3767	35	3	lap	lap	NOUN
fis-3767	35	4	shear	shear	NOUN
fis-3767	35	5	strength	strength	NOUN
fis-3767	35	6	(	(	PUNCT
fis-3767	35	7	tls	tls	PROPN
fis-3767	35	8	)	)	PUNCT
fis-3767	35	9	for	for	ADP
fis-3767	35	10	each	each	DET
fis-3767	35	11	experimental	experimental	ADJ
fis-3767	35	12	run	run	NOUN
fis-3767	35	13	is	be	AUX
fis-3767	35	14	calculated	calculate	VERB
fis-3767	35	15	.	.	PUNCT
fis-3767	36	1	investigated	investigate	VERB
fis-3767	36	2	was	be	AUX
fis-3767	36	3	how	how	SCONJ
fis-3767	36	4	well	well	ADV
fis-3767	36	5	machine	machine	NOUN
fis-3767	36	6	learning	learning	NOUN
fis-3767	36	7	methods	method	NOUN
fis-3767	36	8	might	might	AUX
fis-3767	36	9	predict	predict	VERB
fis-3767	36	10	the	the	DET
fis-3767	36	11	joint	joint	NOUN
fis-3767	36	12	's	's	PART
fis-3767	36	13	tls	tls	NOUN
fis-3767	36	14	.	.	PUNCT
fis-3767	37	1	the	the	DET
fis-3767	37	2	most	most	ADV
fis-3767	37	3	effective	effective	ADJ
fis-3767	37	4	method	method	NOUN
fis-3767	37	5	for	for	ADP
fis-3767	37	6	predicting	predict	VERB
fis-3767	37	7	the	the	DET
fis-3767	37	8	tls	tls	PROPN
fis-3767	37	9	was	be	AUX
fis-3767	37	10	found	find	VERB
fis-3767	37	11	to	to	PART
fis-3767	37	12	be	be	AUX
fis-3767	37	13	the	the	DET
fis-3767	37	14	support	support	NOUN
fis-3767	37	15	vector	vector	NOUN
fis-3767	37	16	machine	machine	NOUN
fis-3767	37	17	(	(	PUNCT
fis-3767	37	18	svm	svm	ADJ
fis-3767	37	19	)	)	PUNCT
fis-3767	37	20	framework	framework	NOUN
fis-3767	37	21	with	with	ADP
fis-3767	37	22	rbf	rbf	PROPN
fis-3767	37	23	kernel	kernel	PROPN
fis-3767	38	1	[	[	X
fis-3767	38	2	23	23	NUM
fis-3767	38	3	]	]	PUNCT
fis-3767	38	4	.	.	PUNCT
fis-3767	39	1	guan	guan	PROPN
fis-3767	39	2	et	et	PROPN
fis-3767	39	3	al	al	PROPN
fis-3767	39	4	.	.	PUNCT
fis-3767	40	1	[	[	X
fis-3767	40	2	24	24	NUM
fis-3767	40	3	]	]	PUNCT
fis-3767	40	4	provided	provide	VERB
fis-3767	40	5	a	a	DET
fis-3767	40	6	method	method	NOUN
fis-3767	40	7	for	for	ADP
fis-3767	40	8	creating	create	VERB
fis-3767	40	9	machine	machine	NOUN
fis-3767	40	10	learning	learning	NOUN
fis-3767	40	11	models	model	NOUN
fis-3767	40	12	driven	drive	VERB
fis-3767	40	13	by	by	ADP
fis-3767	40	14	force	force	NOUN
fis-3767	40	15	data	datum	NOUN
fis-3767	40	16	that	that	PRON
fis-3767	40	17	accurately	accurately	ADV
fis-3767	40	18	anticipate	anticipate	VERB
fis-3767	40	19	faults	fault	NOUN
fis-3767	40	20	and	and	CCONJ
fis-3767	40	21	their	their	PRON
fis-3767	40	22	categories	category	NOUN
fis-3767	40	23	in	in	ADP
fis-3767	40	24	friction	friction	NOUN
fis-3767	40	25	stir	stir	NOUN
fis-3767	40	26	welding	weld	VERB
fis-3767	40	27	(	(	PUNCT
fis-3767	40	28	fsw	fsw	PROPN
fis-3767	40	29	)	)	PUNCT
fis-3767	40	30	.	.	PUNCT
fis-3767	41	1	the	the	DET
fis-3767	41	2	machine	machine	NOUN
fis-3767	41	3	learning	learn	VERB
fis-3767	41	4	algorithms	algorithm	NOUN
fis-3767	41	5	created	create	VERB
fis-3767	41	6	using	use	VERB
fis-3767	41	7	the	the	DET
fis-3767	41	8	input	input	NOUN
fis-3767	41	9	of	of	ADP
fis-3767	41	10	15	15	NUM
fis-3767	41	11	force	force	NOUN
fis-3767	41	12	variables	variable	NOUN
fis-3767	41	13	were	be	AUX
fis-3767	41	14	98.0	98.0	NUM
fis-3767	41	15	%	%	NOUN
fis-3767	41	16	accurate	accurate	ADJ
fis-3767	41	17	at	at	ADP
fis-3767	41	18	classifying	classify	VERB
fis-3767	41	19	defects	defect	NOUN
fis-3767	41	20	as	as	ADP
fis-3767	41	21	tunnels	tunnel	NOUN
fis-3767	41	22	and	and	CCONJ
fis-3767	41	23	porosities	porosity	NOUN
fis-3767	41	24	and	and	CCONJ
fis-3767	41	25	95.8	95.8	NUM
fis-3767	41	26	%	%	NOUN
fis-3767	41	27	accurate	accurate	ADJ
fis-3767	41	28	at	at	ADP
fis-3767	41	29	detecting	detect	VERB
fis-3767	41	30	flaws	flaw	NOUN
fis-3767	41	31	.	.	PUNCT
fis-3767	42	1	nadeau	nadeau	PROPN
fis-3767	42	2	et	et	PROPN
fis-3767	42	3	al	al	PROPN
fis-3767	42	4	.	.	PUNCT
fis-3767	43	1	[	[	X
fis-3767	43	2	25	25	NUM
fis-3767	43	3	]	]	PUNCT
fis-3767	43	4	examined	examine	VERB
fis-3767	43	5	the	the	DET
fis-3767	43	6	effectiveness	effectiveness	NOUN
fis-3767	43	7	of	of	ADP
fis-3767	43	8	various	various	ADJ
fis-3767	43	9	machine	machine	NOUN
fis-3767	43	10	learning	learn	VERB
fis-3767	43	11	techniques	technique	NOUN
fis-3767	43	12	on	on	ADP
fis-3767	43	13	a	a	DET
fis-3767	43	14	friction	friction	NOUN
fis-3767	43	15	stir	stir	NOUN
fis-3767	43	16	welding	weld	VERB
fis-3767	43	17	cell	cell	NOUN
fis-3767	43	18	environment	environment	NOUN
fis-3767	43	19	,	,	PUNCT
fis-3767	43	20	including	include	VERB
fis-3767	43	21	principal	principal	ADJ
fis-3767	43	22	component	component	NOUN
fis-3767	43	23	analysis	analysis	NOUN
fis-3767	43	24	,	,	PUNCT
fis-3767	43	25	k	k	NOUN
fis-3767	43	26	-	-	PUNCT
fis-3767	43	27	nearest	near	ADJ
fis-3767	43	28	neighbor	neighbor	NOUN
fis-3767	43	29	,	,	PUNCT
fis-3767	43	30	multilayer	multilayer	PROPN
fis-3767	43	31	perceptron	perceptron	PROPN
fis-3767	43	32	,	,	PUNCT
fis-3767	43	33	single	single	ADJ
fis-3767	43	34	vector	vector	NOUN
fis-3767	43	35	machine	machine	NOUN
fis-3767	43	36	,	,	PUNCT
fis-3767	43	37	and	and	CCONJ
fis-3767	43	38	random	random	ADJ
fis-3767	43	39	forest	forest	NOUN
fis-3767	43	40	techniques	technique	NOUN
fis-3767	43	41	.	.	PUNCT
fis-3767	44	1	the	the	DET
fis-3767	44	2	input	input	NOUN
fis-3767	44	3	variables	variable	VERB
fis-3767	44	4	from	from	ADP
fis-3767	44	5	this	this	DET
fis-3767	44	6	cell	cell	NOUN
fis-3767	44	7	environment	environment	NOUN
fis-3767	44	8	are	be	AUX
fis-3767	44	9	specifically	specifically	ADV
fis-3767	44	10	separated	separate	VERB
fis-3767	44	11	into	into	ADP
fis-3767	44	12	two	two	NUM
fis-3767	44	13	groups	group	NOUN
fis-3767	44	14	:	:	PUNCT
fis-3767	44	15	the	the	DET
fis-3767	44	16	application	application	NOUN
fis-3767	44	17	variables	variable	NOUN
fis-3767	44	18	and	and	CCONJ
fis-3767	44	19	the	the	DET
fis-3767	44	20	friction	friction	NOUN
fis-3767	44	21	stir	stir	NOUN
fis-3767	44	22	welding	welding	NOUN
fis-3767	44	23	process	process	NOUN
fis-3767	44	24	variables	variable	NOUN
fis-3767	44	25	.	.	PUNCT
fis-3767	45	1	the	the	DET
fis-3767	45	2	application	application	NOUN
fis-3767	45	3	factors	factor	NOUN
fis-3767	45	4	focus	focus	VERB
fis-3767	45	5	on	on	ADP
fis-3767	45	6	the	the	DET
fis-3767	45	7	chemical	chemical	NOUN
fis-3767	45	8	composition	composition	NOUN
fis-3767	45	9	,	,	PUNCT
fis-3767	45	10	joint	joint	ADJ
fis-3767	45	11	configuration	configuration	NOUN
fis-3767	45	12	,	,	PUNCT
fis-3767	45	13	sheet	sheet	NOUN
fis-3767	45	14	thicknesses	thickness	NOUN
fis-3767	45	15	,	,	PUNCT
fis-3767	45	16	initial	initial	ADJ
fis-3767	45	17	mechanical	mechanical	ADJ
fis-3767	45	18	qualities	quality	NOUN
fis-3767	45	19	,	,	PUNCT
fis-3767	45	20	and	and	CCONJ
fis-3767	45	21	aluminum	aluminum	NOUN
fis-3767	45	22	alloys	alloy	NOUN
fis-3767	45	23	.	.	PUNCT
fis-3767	46	1	from	from	ADP
fis-3767	46	2	literature	literature	NOUN
fis-3767	46	3	survey	survey	NOUN
fis-3767	46	4	,	,	PUNCT
fis-3767	46	5	it	it	PRON
fis-3767	46	6	is	be	AUX
fis-3767	46	7	observed	observe	VERB
fis-3767	46	8	that	that	SCONJ
fis-3767	46	9	there	there	PRON
fis-3767	46	10	are	be	VERB
fis-3767	46	11	limited	limited	ADJ
fis-3767	46	12	number	number	NOUN
fis-3767	46	13	of	of	ADP
fis-3767	46	14	papers	paper	NOUN
fis-3767	46	15	which	which	PRON
fis-3767	46	16	have	have	AUX
fis-3767	46	17	employed	employ	VERB
fis-3767	46	18	bio	bio	ADJ
fis-3767	46	19	-	-	PUNCT
fis-3767	46	20	inspired	inspire	VERB
fis-3767	46	21	artificial	artificial	ADJ
fis-3767	46	22	intelligence	intelligence	NOUN
fis-3767	46	23	algorithms	algorithm	NOUN
fis-3767	46	24	for	for	ADP
fis-3767	46	25	the	the	DET
fis-3767	46	26	optimization	optimization	NOUN
fis-3767	46	27	of	of	ADP
fis-3767	46	28	mechanical	mechanical	ADJ
fis-3767	46	29	property	property	NOUN
fis-3767	46	30	of	of	ADP
fis-3767	46	31	friction	friction	NOUN
fis-3767	46	32	stir	stir	NOUN
fis-3767	46	33	welded	weld	VERB
fis-3767	46	34	aa6262	aa6262	ADJ
fis-3767	46	35	joints	joint	NOUN
fis-3767	46	36	.	.	PUNCT
fis-3767	47	1	the	the	DET
fis-3767	47	2	most	most	ADV
fis-3767	47	3	common	common	ADJ
fis-3767	47	4	applications	application	NOUN
fis-3767	47	5	for	for	ADP
fis-3767	47	6	aa6262	aa6262	NOUN
fis-3767	47	7	are	be	AUX
fis-3767	47	8	in	in	ADP
fis-3767	47	9	the	the	DET
fis-3767	47	10	details	detail	NOUN
fis-3767	47	11	of	of	ADP
fis-3767	47	12	car	car	NOUN
fis-3767	47	13	brake	brake	NOUN
fis-3767	47	14	systems	system	NOUN
fis-3767	47	15	,	,	PUNCT
fis-3767	47	16	structural	structural	ADJ
fis-3767	47	17	elements	element	NOUN
fis-3767	47	18	for	for	ADP
fis-3767	47	19	civil	civil	ADJ
fis-3767	47	20	constructions	construction	NOUN
fis-3767	47	21	,	,	PUNCT
fis-3767	47	22	railways	railway	NOUN
fis-3767	47	23	,	,	PUNCT
fis-3767	47	24	and	and	CCONJ
fis-3767	47	25	street	street	NOUN
fis-3767	47	26	heavy	heavy	ADJ
fis-3767	47	27	vehicles	vehicle	NOUN
fis-3767	47	28	.	.	PUNCT
fis-3767	48	1	in	in	ADP
fis-3767	48	2	the	the	DET
fis-3767	48	3	present	present	ADJ
fis-3767	48	4	study	study	NOUN
fis-3767	48	5	,	,	PUNCT
fis-3767	48	6	two	two	NUM
fis-3767	48	7	bio	bio	ADV
fis-3767	48	8	-	-	PUNCT
fis-3767	48	9	inspired	inspire	VERB
fis-3767	48	10	algorithms	algorithms	NOUN
fis-3767	48	11	i.e.	i.e.	X
fis-3767	48	12	,	,	PUNCT
fis-3767	48	13	differential	differential	ADJ
fis-3767	48	14	evolution	evolution	NOUN
fis-3767	48	15	and	and	CCONJ
fis-3767	48	16	max	max	PROPN
fis-3767	48	17	lipschitz	lipschitz	PROPN
fis-3767	48	18	optimization	optimization	NOUN
fis-3767	48	19	(	(	PUNCT
fis-3767	48	20	max	max	PROPN
fis-3767	48	21	lipo	lipo	PROPN
fis-3767	48	22	)	)	PUNCT
fis-3767	48	23	algorithm	algorithm	PROPN
fis-3767	48	24	are	be	AUX
fis-3767	48	25	deployed	deploy	VERB
fis-3767	48	26	for	for	ADP
fis-3767	48	27	the	the	DET
fis-3767	48	28	maximization	maximization	NOUN
fis-3767	48	29	of	of	ADP
fis-3767	48	30	the	the	DET
fis-3767	48	31	ultimate	ultimate	ADJ
fis-3767	48	32	tensile	tensile	NOUN
fis-3767	48	33	strength	strength	NOUN
fis-3767	48	34	(	(	PUNCT
fis-3767	48	35	mpa	mpa	PROPN
fis-3767	48	36	)	)	PUNCT
fis-3767	48	37	of	of	ADP
fis-3767	48	38	the	the	DET
fis-3767	48	39	similar	similar	ADJ
fis-3767	48	40	friction	friction	NOUN
fis-3767	48	41	stir	stir	NOUN
fis-3767	48	42	welded	weld	VERB
fis-3767	48	43	aa6262	aa6262	ADJ
fis-3767	48	44	joints	joint	NOUN
fis-3767	48	45	.	.	PUNCT
fis-3767	49	1	the	the	DET
fis-3767	49	2	two	two	NUM
fis-3767	49	3	operations	operation	NOUN
fis-3767	49	4	that	that	PRON
fis-3767	49	5	make	make	VERB
fis-3767	49	6	up	up	ADP
fis-3767	49	7	differential	differential	ADJ
fis-3767	49	8	evolution	evolution	NOUN
fis-3767	49	9	are	be	AUX
fis-3767	49	10	the	the	DET
fis-3767	49	11	recombination	recombination	NOUN
fis-3767	49	12	and	and	CCONJ
fis-3767	49	13	difference	difference	NOUN
fis-3767	49	14	vector	vector	NOUN
fis-3767	49	15	-	-	PUNCT
fis-3767	49	16	based	base	VERB
fis-3767	49	17	mutation	mutation	NOUN
fis-3767	49	18	operators	operator	NOUN
fis-3767	49	19	.	.	PUNCT
fis-3767	50	1	each	each	DET
fis-3767	50	2	solution	solution	NOUN
fis-3767	50	3	in	in	ADP
fis-3767	50	4	this	this	DET
fis-3767	50	5	stochastic	stochastic	ADJ
fis-3767	50	6	population	population	NOUN
fis-3767	50	7	-	-	PUNCT
fis-3767	50	8	based	base	VERB
fis-3767	50	9	method	method	NOUN
fis-3767	50	10	is	be	AUX
fis-3767	50	11	referred	refer	VERB
fis-3767	50	12	to	to	ADP
fis-3767	50	13	as	as	ADP
fis-3767	50	14	a	a	DET
fis-3767	50	15	genome	genome	NOUN
fis-3767	50	16	or	or	CCONJ
fis-3767	50	17	chromosome	chromosome	NOUN
fis-3767	50	18	.	.	PUNCT
fis-3767	51	1	each	each	DET
fis-3767	51	2	chromosome	chromosome	NOUN
fis-3767	51	3	goes	go	VERB
fis-3767	51	4	through	through	ADP
fis-3767	51	5	mutation	mutation	NOUN
fis-3767	51	6	and	and	CCONJ
fis-3767	51	7	recombination	recombination	NOUN
fis-3767	51	8	,	,	PUNCT
fis-3767	51	9	which	which	PRON
fis-3767	51	10	are	be	AUX
fis-3767	51	11	essentially	essentially	ADV
fis-3767	51	12	the	the	DET
fis-3767	51	13	two	two	NUM
fis-3767	51	14	operators	operator	NOUN
fis-3767	51	15	,	,	PUNCT
fis-3767	51	16	during	during	ADP
fis-3767	51	17	the	the	DET
fis-3767	51	18	process	process	NOUN
fis-3767	51	19	as	as	SCONJ
fis-3767	51	20	shown	show	VERB
fis-3767	51	21	in	in	ADP
fis-3767	51	22	fig	fig	NOUN
fis-3767	51	23	.	.	PUNCT
fis-3767	52	1	1	1	X
fis-3767	52	2	.	.	X
fis-3767	52	3	several	several	ADJ
fis-3767	52	4	terminologies	terminology	NOUN
fis-3767	52	5	are	be	AUX
fis-3767	52	6	important	important	ADJ
fis-3767	52	7	to	to	PART
fis-3767	52	8	remember	remember	VERB
fis-3767	52	9	.	.	PUNCT
fis-3767	53	1	the	the	DET
fis-3767	53	2	solution	solution	NOUN
fis-3767	53	3	that	that	PRON
fis-3767	53	4	is	be	AUX
fis-3767	53	5	going	go	VERB
fis-3767	53	6	through	through	ADP
fis-3767	53	7	evolution	evolution	NOUN
fis-3767	53	8	and	and	CCONJ
fis-3767	53	9	is	be	AUX
fis-3767	53	10	then	then	ADV
fis-3767	53	11	used	use	VERB
fis-3767	53	12	in	in	ADP
fis-3767	53	13	mutation	mutation	NOUN
fis-3767	53	14	to	to	PART
fis-3767	53	15	produce	produce	VERB
fis-3767	53	16	a	a	DET
fis-3767	53	17	donor	donor	NOUN
fis-3767	53	18	vector	vector	NOUN
fis-3767	53	19	is	be	AUX
fis-3767	53	20	called	call	VERB
fis-3767	53	21	a	a	DET
fis-3767	53	22	target	target	NOUN
fis-3767	53	23	vector	vector	NOUN
fis-3767	53	24	.	.	PUNCT
fis-3767	54	1	trial	trial	NOUN
fis-3767	54	2	vector	vector	NOUN
fis-3767	54	3	is	be	AUX
fis-3767	54	4	created	create	VERB
fis-3767	54	5	by	by	ADP
fis-3767	54	6	further	far	ADV
fis-3767	54	7	mutating	mutate	VERB
fis-3767	54	8	the	the	DET
fis-3767	54	9	donor	donor	NOUN
fis-3767	54	10	vector	vector	NOUN
fis-3767	54	11	.	.	PUNCT
fis-3767	55	1	in	in	ADP
fis-3767	55	2	order	order	NOUN
fis-3767	55	3	to	to	PART
fis-3767	55	4	determine	determine	VERB
fis-3767	55	5	which	which	PRON
fis-3767	55	6	over	over	ADP
fis-3767	55	7	solution	solution	NOUN
fis-3767	55	8	is	be	AUX
fis-3767	55	9	superior	superior	ADJ
fis-3767	55	10	between	between	ADP
fis-3767	55	11	trial	trial	NOUN
fis-3767	55	12	vector	vector	NOUN
fis-3767	55	13	and	and	CCONJ
fis-3767	55	14	target	target	NOUN
fis-3767	55	15	vector	vector	NOUN
fis-3767	55	16	,	,	PUNCT
fis-3767	55	17	greedy	greedy	ADJ
fis-3767	55	18	solution	solution	NOUN
fis-3767	55	19	is	be	AUX
fis-3767	55	20	used	use	VERB
fis-3767	55	21	.	.	PUNCT
fis-3767	56	1	it	it	PRON
fis-3767	56	2	should	should	AUX
fis-3767	56	3	be	be	AUX
fis-3767	56	4	remembered	remember	VERB
fis-3767	56	5	that	that	SCONJ
fis-3767	56	6	choosing	choose	VERB
fis-3767	56	7	superior	superior	ADJ
fis-3767	56	8	solutions	solution	NOUN
fis-3767	56	9	only	only	ADV
fis-3767	56	10	happens	happen	VERB
fis-3767	56	11	after	after	ADP
fis-3767	56	12	creating	create	VERB
fis-3767	56	13	the	the	DET
fis-3767	56	14	test	test	NOUN
fis-3767	56	15	vectors	vector	NOUN
fis-3767	56	16	.	.	PUNCT
fis-3767	57	1	a	a	DET
fis-3767	57	2	mutation	mutation	NOUN
fis-3767	57	3	operation	operation	NOUN
fis-3767	57	4	is	be	AUX
fis-3767	57	5	a	a	DET
fis-3767	57	6	pretty	pretty	ADV
fis-3767	57	7	straightforward	straightforward	ADJ
fis-3767	57	8	procedure	procedure	NOUN
fis-3767	57	9	.	.	PUNCT
fis-3767	58	1	eqn	eqn	NOUN
fis-3767	58	2	.	.	PROPN
fis-3767	58	3	1	1	NUM
fis-3767	58	4	represents	represent	VERB
fis-3767	58	5	a	a	DET
fis-3767	58	6	chromosome	chromosome	NOUN
fis-3767	58	7	's	's	PART
fis-3767	58	8	(	(	PUNCT
fis-3767	58	9	xi	xi	NOUN
fis-3767	58	10	)	)	PUNCT
fis-3767	58	11	donor	donor	NOUN
fis-3767	58	12	vector	vector	NOUN
fis-3767	58	13	(	(	PUNCT
fis-3767	58	14	v	v	NOUN
fis-3767	58	15	)	)	PUNCT
fis-3767	58	16	.	.	PUNCT
fis-3767	59	1	we	we	PRON
fis-3767	59	2	must	must	AUX
fis-3767	59	3	choose	choose	VERB
fis-3767	59	4	one	one	NUM
fis-3767	59	5	of	of	ADP
fis-3767	59	6	three	three	NUM
fis-3767	59	7	distinct	distinct	ADJ
fis-3767	59	8	random	random	ADJ
fis-3767	59	9	solutions	solution	NOUN
fis-3767	59	10	,	,	PUNCT
fis-3767	59	11	r1	r1	NOUN
fis-3767	59	12	,	,	PUNCT
fis-3767	59	13	r2	r2	PROPN
fis-3767	59	14	,	,	PUNCT
fis-3767	59	15	or	or	CCONJ
fis-3767	59	16	r3	r3	PROPN
fis-3767	59	17	,	,	PUNCT
fis-3767	59	18	for	for	ADP
fis-3767	59	19	this	this	DET
fis-3767	59	20	process	process	NOUN
fis-3767	59	21	.	.	PUNCT
fis-3767	60	1	scaling	scale	VERB
fis-3767	60	2	factor	factor	NOUN
fis-3767	60	3	f	f	PROPN
fis-3767	60	4	is	be	AUX
fis-3767	60	5	a	a	DET
fis-3767	60	6	fixed	fix	VERB
fis-3767	60	7	value	value	NOUN
fis-3767	60	8	between	between	ADP
fis-3767	60	9	0	0	NUM
fis-3767	60	10	and	and	CCONJ
fis-3767	60	11	2	2	NUM
fis-3767	60	12	.	.	X
fis-3767	60	13			PROPN
fis-3767	60	14			PROPN
fis-3767	61	1			PROPN
fis-3767	61	2			NOUN
fis-3767	61	3	1	1	NUM
fis-3767	61	4	2	2	NUM
fis-3767	61	5	3r	3r	NUM
fis-3767	61	6	r	r	NOUN
fis-3767	61	7	rv	rv	NOUN
fis-3767	61	8	x	x	X
fis-3767	62	1	f	f	NOUN
fis-3767	62	2	x	x	SYM
fis-3767	62	3	x	x	X
fis-3767	62	4	(	(	PUNCT
fis-3767	62	5	1	1	NUM
fis-3767	62	6	)	)	PUNCT
fis-3767	62	7	from	from	ADP
fis-3767	62	8	eqn	eqn	PROPN
fis-3767	62	9	.	.	PROPN
fis-3767	63	1	1	1	NUM
fis-3767	63	2	,	,	PUNCT
fis-3767	63	3	it	it	PRON
fis-3767	63	4	can	can	AUX
fis-3767	63	5	be	be	AUX
fis-3767	63	6	shown	show	VERB
fis-3767	63	7	that	that	SCONJ
fis-3767	63	8	the	the	DET
fis-3767	63	9	target	target	NOUN
fis-3767	63	10	vector	vector	NOUN
fis-3767	63	11	is	be	AUX
fis-3767	63	12	not	not	PART
fis-3767	63	13	a	a	DET
fis-3767	63	14	part	part	NOUN
fis-3767	63	15	of	of	ADP
fis-3767	63	16	the	the	DET
fis-3767	63	17	mutation	mutation	NOUN
fis-3767	63	18	process	process	NOUN
fis-3767	63	19	.	.	PUNCT
fis-3767	64	1	applying	apply	VERB
fis-3767	64	2	the	the	DET
fis-3767	64	3	recombination	recombination	NOUN
fis-3767	64	4	process	process	NOUN
fis-3767	64	5	comes	come	VERB
fis-3767	64	6	next	next	ADV
fis-3767	64	7	after	after	SCONJ
fis-3767	64	8	the	the	DET
fis-3767	64	9	mutation	mutation	NOUN
fis-3767	64	10	process	process	NOUN
fis-3767	64	11	is	be	AUX
fis-3767	64	12	finished	finish	VERB
fis-3767	64	13	.	.	PUNCT
fis-3767	65	1	the	the	DET
fis-3767	65	2	recombination	recombination	NOUN
fis-3767	65	3	process	process	NOUN
fis-3767	65	4	is	be	AUX
fis-3767	65	5	used	use	VERB
fis-3767	65	6	to	to	PART
fis-3767	65	7	broaden	broaden	VERB
fis-3767	65	8	the	the	DET
fis-3767	65	9	population	population	NOUN
fis-3767	65	10	's	's	PART
fis-3767	65	11	diversity	diversity	NOUN
fis-3767	65	12	.	.	PUNCT
fis-3767	66	1	eqn	eqn	PROPN
fis-3767	66	2	.	.	PUNCT
fis-3767	66	3	2	2	NUM
fis-3767	66	4	provides	provide	VERB
fis-3767	66	5	the	the	DET
fis-3767	66	6	nomenclature	nomenclature	NOUN
fis-3767	66	7	for	for	ADP
fis-3767	66	8	the	the	DET
fis-3767	66	9	recombination	recombination	NOUN
fis-3767	66	10	process	process	NOUN
fis-3767	66	11	.	.	PUNCT
fis-3767	67	1	a.	a.	PROPN
fis-3767	67	2	mishra	mishra	PROPN
fis-3767	67	3	et	et	PROPN
fis-3767	67	4	alii	alii	PROPN
fis-3767	67	5	,	,	PUNCT
fis-3767	67	6	frattura	frattura	PROPN
fis-3767	67	7	ed	ed	PROPN
fis-3767	67	8	integrità	integrità	PROPN
fis-3767	67	9	strutturale	strutturale	PROPN
fis-3767	67	10	,	,	PUNCT
fis-3767	67	11	62	62	NUM
fis-3767	67	12	(	(	PUNCT
fis-3767	67	13	2022	2022	NUM
fis-3767	67	14	)	)	PUNCT
fis-3767	67	15	448	448	NUM
fis-3767	67	16	-	-	SYM
fis-3767	67	17	459	459	NUM
fis-3767	67	18	;	;	PUNCT
fis-3767	67	19	doi	doi	NOUN
fis-3767	67	20	:	:	PUNCT
fis-3767	68	1	10.3221	10.3221	NUM
fis-3767	68	2	/	/	SYM
fis-3767	68	3	igf	igf	PROPN
fis-3767	68	4	-	-	PROPN
fis-3767	68	5	esis.62.31	esis.62.31	PROPN
fis-3767	68	6	450	450	NUM
fis-3767	68	7			NUM
fis-3767	68	8			NUM
fis-3767	68	9			ADP
fis-3767	68	10			NOUN
fis-3767	68	11			NUM
fis-3767	68	12			NUM
fis-3767	68	13			VERB
fis-3767	68	14			X
fis-3767	68	15	 	 	SPACE
fis-3767	68	16	,	,	PUNCT
fis-3767	68	17	       	       	SPACE
fis-3767	68	18	,	,	PUNCT
fis-3767	68	19	         	         	SPACE
fis-3767	68	20	j	j	PROPN
fis-3767	69	1	cj	cj	PROPN
fis-3767	69	2	j	j	PROPN
fis-3767	70	1	c	c	NOUN
fis-3767	70	2	v	v	INTJ
fis-3767	70	3	if	if	SCONJ
fis-3767	70	4	r	r	NOUN
fis-3767	70	5	p	p	NOUN
fis-3767	70	6	or	or	CCONJ
fis-3767	70	7	j	j	NOUN
fis-3767	70	8	u	u	NOUN
fis-3767	70	9	x	x	INTJ
fis-3767	70	10	if	if	SCONJ
fis-3767	70	11	r	r	NOUN
fis-3767	70	12	p	p	NOUN
fis-3767	70	13	and	and	CCONJ
fis-3767	70	14	j	j	PROPN
fis-3767	70	15	(	(	PUNCT
fis-3767	70	16	2	2	NUM
fis-3767	70	17	)	)	PUNCT
fis-3767	70	18	where	where	SCONJ
fis-3767	70	19	r	r	NOUN
fis-3767	70	20	is	be	AUX
fis-3767	70	21	a	a	DET
fis-3767	70	22	random	random	ADJ
fis-3767	70	23	number	number	NOUN
fis-3767	70	24	between	between	ADP
fis-3767	70	25	0	0	NUM
fis-3767	70	26	and	and	CCONJ
fis-3767	70	27	1	1	NUM
fis-3767	70	28	,	,	PUNCT
fis-3767	70	29	pc	pc	NOUN
fis-3767	70	30	is	be	AUX
fis-3767	70	31	the	the	DET
fis-3767	70	32	crossover	crossover	NOUN
fis-3767	70	33	probability	probability	NOUN
fis-3767	70	34	,	,	PUNCT
fis-3767	70	35	and	and	CCONJ
fis-3767	70	36			NUM
fis-3767	70	37	is	be	AUX
fis-3767	70	38	the	the	DET
fis-3767	70	39	randomly	randomly	ADV
fis-3767	70	40	chosen	choose	VERB
fis-3767	70	41	variable	variable	ADJ
fis-3767	70	42	position	position	NOUN
fis-3767	70	43	.	.	PUNCT
fis-3767	71	1	where	where	SCONJ
fis-3767	71	2	uj	uj	PROPN
fis-3767	71	3	is	be	AUX
fis-3767	71	4	the	the	DET
fis-3767	71	5	jth	jth	PROPN
fis-3767	71	6	variable	variable	NOUN
fis-3767	71	7	of	of	ADP
fis-3767	71	8	the	the	DET
fis-3767	71	9	trial	trial	NOUN
fis-3767	71	10	vector	vector	NOUN
fis-3767	71	11	,	,	PUNCT
fis-3767	71	12	vj	vj	X
fis-3767	71	13	is	be	AUX
fis-3767	71	14	the	the	DET
fis-3767	71	15	jth	jth	PROPN
fis-3767	71	16	variable	variable	NOUN
fis-3767	71	17	of	of	ADP
fis-3767	71	18	the	the	DET
fis-3767	71	19	donor	donor	NOUN
fis-3767	71	20	vector	vector	NOUN
fis-3767	71	21	,	,	PUNCT
fis-3767	71	22	and	and	CCONJ
fis-3767	71	23	xj	xj	PROPN
fis-3767	71	24	is	be	AUX
fis-3767	71	25	the	the	DET
fis-3767	71	26	jth	jth	PROPN
fis-3767	71	27	variable	variable	NOUN
fis-3767	71	28	of	of	ADP
fis-3767	71	29	the	the	DET
fis-3767	71	30	target	target	NOUN
fis-3767	71	31	vector	vector	NOUN
fis-3767	71	32	.	.	PUNCT
fis-3767	72	1	the	the	DET
fis-3767	72	2	equation	equation	NOUN
fis-3767	72	3	shows	show	VERB
fis-3767	72	4	that	that	SCONJ
fis-3767	72	5	the	the	DET
fis-3767	72	6	target	target	NOUN
fis-3767	72	7	vector	vector	NOUN
fis-3767	72	8	takes	take	VERB
fis-3767	72	9	part	part	NOUN
fis-3767	72	10	in	in	ADP
fis-3767	72	11	the	the	DET
fis-3767	72	12	recombination	recombination	NOUN
fis-3767	72	13	process	process	NOUN
fis-3767	72	14	.	.	PUNCT
fis-3767	73	1	it	it	PRON
fis-3767	73	2	should	should	AUX
fis-3767	73	3	be	be	AUX
fis-3767	73	4	noticed	notice	VERB
fis-3767	73	5	that	that	SCONJ
fis-3767	73	6	a	a	DET
fis-3767	73	7	large	large	ADJ
fis-3767	73	8	value	value	NOUN
fis-3767	73	9	of	of	ADP
fis-3767	73	10	pc	pc	NOUN
fis-3767	73	11	yields	yield	NOUN
fis-3767	73	12	more	more	ADJ
fis-3767	73	13	variables	variable	NOUN
fis-3767	73	14	from	from	ADP
fis-3767	73	15	the	the	DET
fis-3767	73	16	donor	donor	NOUN
fis-3767	73	17	vector	vector	NOUN
fis-3767	73	18	and	and	CCONJ
fis-3767	73	19	assures	assure	VERB
fis-3767	73	20	that	that	SCONJ
fis-3767	73	21	at	at	ADV
fis-3767	73	22	least	least	ADV
fis-3767	73	23	one	one	NUM
fis-3767	73	24	variable	variable	NOUN
fis-3767	73	25	is	be	AUX
fis-3767	73	26	retrieved	retrieve	VERB
fis-3767	73	27	from	from	ADP
fis-3767	73	28	the	the	DET
fis-3767	73	29	donor	donor	NOUN
fis-3767	73	30	vector	vector	NOUN
fis-3767	73	31	.	.	PUNCT
fis-3767	74	1	after	after	ADP
fis-3767	74	2	receiving	receive	VERB
fis-3767	74	3	the	the	DET
fis-3767	74	4	trial	trial	NOUN
fis-3767	74	5	vector	vector	NOUN
fis-3767	74	6	,	,	PUNCT
fis-3767	74	7	we	we	PRON
fis-3767	74	8	must	must	AUX
fis-3767	74	9	determine	determine	VERB
fis-3767	74	10	whether	whether	SCONJ
fis-3767	74	11	or	or	CCONJ
fis-3767	74	12	not	not	PART
fis-3767	74	13	it	it	PRON
fis-3767	74	14	falls	fall	VERB
fis-3767	74	15	within	within	ADP
fis-3767	74	16	the	the	DET
fis-3767	74	17	decision	decision	NOUN
fis-3767	74	18	variable	variable	NOUN
fis-3767	74	19	's	's	PART
fis-3767	74	20	boundaries	boundary	NOUN
fis-3767	74	21	.	.	PUNCT
fis-3767	75	1	(	(	PUNCT
fis-3767	75	2	a	a	X
fis-3767	75	3	)	)	PUNCT
fis-3767	75	4	(	(	PUNCT
fis-3767	75	5	b	b	X
fis-3767	75	6	)	)	PUNCT
fis-3767	75	7	figure	figure	NOUN
fis-3767	75	8	1	1	NUM
fis-3767	75	9	:	:	PUNCT
fis-3767	75	10	a	a	X
fis-3767	75	11	)	)	PUNCT
fis-3767	75	12	differential	differential	ADJ
fis-3767	75	13	evolution	evolution	NOUN
fis-3767	75	14	process	process	NOUN
fis-3767	75	15	b	b	X
fis-3767	75	16	)	)	PUNCT
fis-3767	75	17	obtaining	obtain	VERB
fis-3767	75	18	trial	trial	NOUN
fis-3767	75	19	vector	vector	NOUN
fis-3767	75	20	from	from	ADP
fis-3767	75	21	target	target	NOUN
fis-3767	75	22	vector	vector	NOUN
fis-3767	75	23	after	after	ADP
fis-3767	75	24	the	the	DET
fis-3767	75	25	generation	generation	NOUN
fis-3767	75	26	of	of	ADP
fis-3767	75	27	trial	trial	NOUN
fis-3767	75	28	vector	vector	NOUN
fis-3767	75	29	,	,	PUNCT
fis-3767	75	30	we	we	PRON
fis-3767	75	31	need	need	VERB
fis-3767	75	32	to	to	PART
fis-3767	75	33	evaluate	evaluate	VERB
fis-3767	75	34	the	the	DET
fis-3767	75	35	fitness	fitness	NOUN
fis-3767	75	36	function	function	NOUN
fis-3767	75	37	of	of	ADP
fis-3767	75	38	all	all	DET
fis-3767	75	39	offspring	offspring	NOUN
fis-3767	75	40	(	(	PUNCT
fis-3767	75	41	fu	fu	NOUN
fis-3767	75	42	)	)	PUNCT
fis-3767	75	43	.	.	PUNCT
fis-3767	76	1	population	population	NOUN
fis-3767	76	2	is	be	AUX
fis-3767	76	3	updated	update	VERB
fis-3767	76	4	by	by	ADP
fis-3767	76	5	using	use	VERB
fis-3767	76	6	greedy	greedy	ADJ
fis-3767	76	7	solution	solution	NOUN
fis-3767	76	8	as	as	SCONJ
fis-3767	76	9	shown	show	VERB
fis-3767	76	10	in	in	ADP
fis-3767	76	11	eqn	eqn	NOUN
fis-3767	76	12	.	.	PUNCT
fis-3767	77	1	3	3	X
fis-3767	77	2	.	.	X
fis-3767	77	3			NOUN
fis-3767	77	4			PROPN
fis-3767	78	1			NUM
fis-3767	78	2			NOUN
fis-3767	78	3	      	      	SPACE
fis-3767	78	4	i	i	PRON
fis-3767	79	1	i	i	PRON
fis-3767	80	1	i	i	PRON
fis-3767	81	1	i	i	PRON
fis-3767	82	1	u	u	VERB
fis-3767	83	1	i	i	PRON
fis-3767	83	2	i	i	PRON
fis-3767	83	3	u	u	VERB
fis-3767	83	4	x	x	VERB
fis-3767	83	5	u	u	NOUN
fis-3767	83	6	if	if	SCONJ
fis-3767	83	7	f	f	PROPN
fis-3767	83	8	f	f	PROPN
fis-3767	83	9	f	f	PROPN
fis-3767	83	10	f	f	PROPN
fis-3767	83	11	(	(	PUNCT
fis-3767	83	12	3	3	X
fis-3767	83	13	)	)	PUNCT
fis-3767	83	14	it	it	PRON
fis-3767	83	15	is	be	AUX
fis-3767	83	16	observed	observe	VERB
fis-3767	83	17	that	that	SCONJ
fis-3767	83	18	the	the	DET
fis-3767	83	19	x	x	X
fis-3767	83	20	and	and	CCONJ
fis-3767	83	21	f	f	PROPN
fis-3767	83	22	remains	remain	VERB
fis-3767	83	23	the	the	DET
fis-3767	83	24	same	same	ADJ
fis-3767	83	25	if	if	SCONJ
fis-3767	83	26			NOUN
fis-3767	83	27	  	  	SPACE
fis-3767	83	28	iu	iu	ADV
fis-3767	83	29	if	if	SCONJ
fis-3767	83	30	f	f	PROPN
fis-3767	83	31	.	.	PUNCT
fis-3767	84	1	now	now	ADV
fis-3767	84	2	let	let	VERB
fis-3767	84	3	’s	’s	NOUN
fis-3767	84	4	discuss	discuss	VERB
fis-3767	84	5	about	about	ADP
fis-3767	84	6	lipo	lipo	NOUN
fis-3767	84	7	algorithm	algorithm	NOUN
fis-3767	84	8	.	.	PUNCT
fis-3767	85	1	let	let	VERB
fis-3767	85	2			PROPN
fis-3767	85	3			NOUN
fis-3767	85	4	  	  	SPACE
fis-3767	85	5	:	:	PUNCT
fis-3767	85	6	a	a	X
fis-3767	85	7	and	and	CCONJ
fis-3767	85	8	f	f	PROPN
fis-3767	85	9	a	a	NOUN
fis-3767	85	10			PROPN
fis-3767	85	11	and	and	CCONJ
fis-3767	85	12			PROPN
fis-3767	85	13	               	               	SPACE
fis-3767	85	14	f	f	PROPN
fis-3767	85	15	is	be	AUX
fis-3767	85	16	lipschitz	lipschitz	NOUN
fis-3767	85	17	on	on	ADP
fis-3767	85	18	a	a	PRON
fis-3767	85	19	if	if	SCONJ
fis-3767	85	20	there	there	PRON
fis-3767	85	21	exists	exist	VERB
fis-3767	85	22	k	k	PROPN
fis-3767	85	23			PROPN
fis-3767	85	24	such	such	ADJ
fis-3767	85	25	that	that	PRON
fis-3767	85	26	for	for	ADP
fis-3767	85	27	each	each	DET
fis-3767	85	28			NOUN
fis-3767	85	29	,	,	PUNCT
fis-3767	85	30	 	 	SPACE
fis-3767	85	31	x	x	VERB
fis-3767	85	32	y	y	PROPN
fis-3767	85	33	a	a	PRON
fis-3767	85	34	the	the	DET
fis-3767	85	35	eqn	eqn	NOUN
fis-3767	85	36	.	.	PUNCT
fis-3767	86	1	4	4	NUM
fis-3767	86	2	is	be	AUX
fis-3767	86	3	satisfied	satisfied	ADJ
fis-3767	86	4	.	.	PUNCT
fis-3767	87	1			NOUN
fis-3767	87	2			SYM
fis-3767	87	3			NOUN
fis-3767	87	4			ADJ
fis-3767	87	5			NOUN
fis-3767	87	6	f	f	NOUN
fis-3767	87	7	x	x	X
fis-3767	87	8	f	f	NOUN
fis-3767	87	9	y	y	PROPN
fis-3767	87	10	k	k	PROPN
fis-3767	87	11	x	x	PUNCT
fis-3767	87	12	y	y	PROPN
fis-3767	87	13	(	(	PUNCT
fis-3767	87	14	4	4	NUM
fis-3767	87	15	)	)	PUNCT
fis-3767	87	16	eqn	eqn	NOUN
fis-3767	87	17	.	.	PUNCT
fis-3767	88	1	4	4	NUM
fis-3767	88	2	can	can	AUX
fis-3767	88	3	be	be	AUX
fis-3767	88	4	rearranged	rearrange	VERB
fis-3767	88	5	and	and	CCONJ
fis-3767	88	6	can	can	AUX
fis-3767	88	7	be	be	AUX
fis-3767	88	8	written	write	VERB
fis-3767	88	9	as	as	ADP
fis-3767	88	10	eqn	eqn	NOUN
fis-3767	88	11	.	.	PUNCT
fis-3767	89	1	5	5	NUM
fis-3767	89	2	.	.	X
fis-3767	90	1			NOUN
fis-3767	90	2			SYM
fis-3767	90	3			NOUN
fis-3767	90	4			ADJ
fis-3767	90	5			NOUN
fis-3767	90	6			VERB
fis-3767	90	7	f	f	NOUN
fis-3767	90	8	x	x	X
fis-3767	90	9	f	f	PROPN
fis-3767	90	10	y	y	PROPN
fis-3767	90	11	k	k	PROPN
fis-3767	90	12	x	x	PUNCT
fis-3767	90	13	y	y	PROPN
fis-3767	90	14	(	(	PUNCT
fis-3767	90	15	5	5	X
fis-3767	90	16	)	)	PUNCT
fis-3767	90	17	it	it	PRON
fis-3767	90	18	is	be	AUX
fis-3767	90	19	deduced	deduce	VERB
fis-3767	90	20	from	from	ADP
fis-3767	90	21	the	the	DET
fis-3767	90	22	eqn	eqn	NOUN
fis-3767	90	23	.	.	PUNCT
fis-3767	91	1	5	5	NUM
fis-3767	91	2	that	that	DET
fis-3767	91	3	slope	slope	NOUN
fis-3767	91	4	of	of	ADP
fis-3767	91	5	any	any	DET
fis-3767	91	6	secant	secant	ADJ
fis-3767	91	7	line	line	NOUN
fis-3767	91	8	to	to	ADP
fis-3767	91	9	f	f	PROPN
fis-3767	91	10	lies	lie	VERB
fis-3767	91	11	between	between	ADP
fis-3767	91	12	-k	-k	PUNCT
fis-3767	91	13	and	and	CCONJ
fis-3767	91	14	+	+	PROPN
fis-3767	91	15	k.	k.	NOUN
fis-3767	91	16	the	the	DET
fis-3767	91	17	notion	notion	NOUN
fis-3767	91	18	of	of	ADP
fis-3767	91	19	lipschitz	lipschitz	NOUN
fis-3767	91	20	function	function	NOUN
fis-3767	91	21	can	can	AUX
fis-3767	91	22	be	be	AUX
fis-3767	91	23	generalized	generalize	VERB
fis-3767	91	24	to	to	ADP
fis-3767	91	25	higher	high	ADJ
fis-3767	91	26	dimensions	dimension	NOUN
fis-3767	91	27	.	.	PUNCT
fis-3767	92	1	let	let	VERB
fis-3767	92	2	’s	’s	PRON
fis-3767	92	3	say	say	VERB
fis-3767	92	4			PROPN
fis-3767	92	5			NOUN
fis-3767	92	6	    	    	SPACE
fis-3767	92	7	:	:	PUNCT
fis-3767	92	8	 	 	SPACE
fis-3767	92	9	n	n	PRON
fis-3767	92	10	na	na	PROPN
fis-3767	92	11	and	and	CCONJ
fis-3767	92	12	f	f	X
fis-3767	93	1	a	a	INTJ
fis-3767	93	2			PROPN
fis-3767	93	3	.	.	PUNCT
fis-3767	94	1	f	f	PROPN
fis-3767	94	2	is	be	AUX
fis-3767	94	3	lipschitz	lipschitz	NOUN
fis-3767	94	4	on	on	ADP
fis-3767	94	5	a	a	DET
fis-3767	94	6	if	if	SCONJ
fis-3767	94	7	k>0	k>0	PROPN
fis-3767	94	8	and	and	CCONJ
fis-3767	94	9	eqn	eqn	PROPN
fis-3767	94	10	.	.	PROPN
fis-3767	95	1	6	6	NUM
fis-3767	95	2	is	be	AUX
fis-3767	95	3	satisfied	satisfied	ADJ
fis-3767	95	4	.	.	PUNCT
fis-3767	96	1			NOUN
fis-3767	96	2			SYM
fis-3767	96	3			NOUN
fis-3767	96	4			PUNCT
fis-3767	97	1			PRON
fis-3767	98	1			NUM
fis-3767	98	2			PROPN
fis-3767	98	3			PROPN
fis-3767	98	4			PROPN
fis-3767	98	5			PROPN
fis-3767	98	6			NUM
fis-3767	98	7			NOUN
fis-3767	98	8			PROPN
fis-3767	98	9			PROPN
fis-3767	98	10			PROPN
fis-3767	98	11			NOUN
fis-3767	98	12			PROPN
fis-3767	98	13			PROPN
fis-3767	98	14			NOUN
fis-3767	98	15			PROPN
fis-3767	98	16			X
fis-3767	98	17			X
fis-3767	98	18			PROPN
fis-3767	98	19	11	11	NUM
fis-3767	98	20	22	22	NUM
fis-3767	98	21	2	2	NUM
fis-3767	98	22	2	2	NUM
fis-3767	98	23	1	1	NUM
fis-3767	98	24	1	1	NUM
fis-3767	98	25	(	(	PUNCT
fis-3767	98	26	)	)	PUNCT
fis-3767	98	27	n	n	CCONJ
fis-3767	98	28	n	n	ADV
fis-3767	99	1	i	i	PRON
fis-3767	99	2	i	i	INTJ
fis-3767	100	1	j	j	PROPN
fis-3767	101	1	j	j	INTJ
fis-3767	102	1	i	i	PRON
fis-3767	102	2	j	j	PROPN
fis-3767	103	1	f	f	NOUN
fis-3767	103	2	x	x	X
fis-3767	103	3	f	f	PROPN
fis-3767	103	4	y	y	PROPN
fis-3767	103	5	k	k	PROPN
fis-3767	103	6	x	x	PUNCT
fis-3767	103	7	y	y	PROPN
fis-3767	103	8	(	(	PUNCT
fis-3767	103	9	6	6	NUM
fis-3767	103	10	)	)	PUNCT
fis-3767	103	11	a.	a.	NOUN
fis-3767	103	12	mishra	mishra	PROPN
fis-3767	103	13	et	et	PROPN
fis-3767	103	14	alii	alii	PROPN
fis-3767	103	15	,	,	PUNCT
fis-3767	103	16	frattura	frattura	PROPN
fis-3767	103	17	ed	ed	PROPN
fis-3767	103	18	integrità	integrità	PROPN
fis-3767	103	19	strutturale	strutturale	PROPN
fis-3767	103	20	,	,	PUNCT
fis-3767	103	21	62	62	NUM
fis-3767	103	22	(	(	PUNCT
fis-3767	103	23	2022	2022	NUM
fis-3767	103	24	)	)	PUNCT
fis-3767	103	25	448	448	NUM
fis-3767	103	26	-	-	SYM
fis-3767	103	27	459	459	NUM
fis-3767	103	28	;	;	PUNCT
fis-3767	103	29	doi	doi	NOUN
fis-3767	103	30	:	:	PUNCT
fis-3767	103	31	10.3221	10.3221	NUM
fis-3767	103	32	/	/	SYM
fis-3767	103	33	igf	igf	PROPN
fis-3767	103	34	-	-	PROPN
fis-3767	103	35	esis.62.31	esis.62.31	PROPN
fis-3767	103	36	451	451	NUM
fis-3767	103	37	it	it	PRON
fis-3767	103	38	is	be	AUX
fis-3767	103	39	observed	observe	VERB
fis-3767	103	40	that	that	SCONJ
fis-3767	103	41	the	the	DET
fis-3767	103	42	lipschitz	lipschitz	NOUN
fis-3767	103	43	functions	function	NOUN
fis-3767	103	44	are	be	AUX
fis-3767	103	45	suitable	suitable	ADJ
fis-3767	103	46	to	to	PART
fis-3767	103	47	incorporate	incorporate	VERB
fis-3767	103	48	as	as	ADP
fis-3767	103	49	a	a	DET
fis-3767	103	50	machine	machine	NOUN
fis-3767	103	51	learning	learn	VERB
fis-3767	103	52	algorithm	algorithm	NOUN
fis-3767	103	53	because	because	SCONJ
fis-3767	103	54	the	the	DET
fis-3767	103	55	predicted	predict	VERB
fis-3767	103	56	values	value	NOUN
fis-3767	103	57			NOUN
fis-3767	103	58			SYM
fis-3767	103	59			PROPN
fis-3767	103	60			PUNCT
fis-3767	104	1			ADP
fis-3767	104	2	   	   	SPACE
fis-3767	104	3	f	f	PROPN
fis-3767	105	1	x	x	PROPN
fis-3767	105	2	and	and	CCONJ
fis-3767	105	3	f	f	PROPN
fis-3767	105	4	y	y	PROPN
fis-3767	105	5	are	be	AUX
fis-3767	105	6	as	as	ADV
fis-3767	105	7	close	close	ADJ
fis-3767	105	8	as	as	ADP
fis-3767	105	9	k	k	PROPN
fis-3767	105	10	times	time	NOUN
fis-3767	105	11	how	how	SCONJ
fis-3767	105	12	close	close	ADJ
fis-3767	105	13			ADP
fis-3767	105	14			ADP
fis-3767	105	15	   	   	SPACE
fis-3767	105	16	x	x	PUNCT
fis-3767	105	17	and	and	CCONJ
fis-3767	105	18	y	y	PROPN
fis-3767	105	19	are	be	AUX
fis-3767	105	20	as	as	ADP
fis-3767	105	21	observed	observe	VERB
fis-3767	105	22	from	from	ADP
fis-3767	105	23	eqn	eqn	NOUN
fis-3767	105	24	.	.	PUNCT
fis-3767	106	1	6	6	NUM
fis-3767	106	2	.	.	PUNCT
fis-3767	106	3	materials	material	NOUN
fis-3767	106	4	and	and	CCONJ
fis-3767	106	5	methods	method	NOUN
fis-3767	106	6	riction	riction	NOUN
fis-3767	106	7	stir	stir	NOUN
fis-3767	106	8	welding	welding	NOUN
fis-3767	106	9	is	be	AUX
fis-3767	106	10	a	a	DET
fis-3767	106	11	solid	solid	ADJ
fis-3767	106	12	-	-	PUNCT
fis-3767	106	13	state	state	NOUN
fis-3767	106	14	joining	joining	NOUN
fis-3767	106	15	process	process	NOUN
fis-3767	106	16	that	that	PRON
fis-3767	106	17	is	be	AUX
fis-3767	106	18	used	use	VERB
fis-3767	106	19	to	to	PART
fis-3767	106	20	fuse	fuse	VERB
fis-3767	106	21	those	those	DET
fis-3767	106	22	alloy	alloy	NOUN
fis-3767	106	23	components	component	NOUN
fis-3767	106	24	mainly	mainly	ADV
fis-3767	106	25	of	of	ADP
fis-3767	106	26	aluminium	aluminium	NOUN
fis-3767	106	27	alloys	alloy	NOUN
fis-3767	106	28	which	which	PRON
fis-3767	106	29	are	be	AUX
fis-3767	106	30	difficult	difficult	ADJ
fis-3767	106	31	to	to	PART
fis-3767	106	32	weld	weld	VERB
fis-3767	106	33	by	by	ADP
fis-3767	106	34	another	another	DET
fis-3767	106	35	conventional	conventional	ADJ
fis-3767	106	36	welding	welding	NOUN
fis-3767	106	37	process	process	NOUN
fis-3767	106	38	.	.	PUNCT
fis-3767	107	1	in	in	ADP
fis-3767	107	2	the	the	DET
fis-3767	107	3	friction	friction	NOUN
fis-3767	107	4	stir	stir	NOUN
fis-3767	107	5	welding	welding	NOUN
fis-3767	107	6	process	process	NOUN
fis-3767	107	7	,	,	PUNCT
fis-3767	107	8	a	a	DET
fis-3767	107	9	tool	tool	NOUN
fis-3767	107	10	is	be	AUX
fis-3767	107	11	used	use	VERB
fis-3767	107	12	whose	whose	DET
fis-3767	107	13	material	material	NOUN
fis-3767	107	14	is	be	AUX
fis-3767	107	15	harder	hard	ADJ
fis-3767	107	16	than	than	SCONJ
fis-3767	107	17	the	the	DET
fis-3767	107	18	base	base	NOUN
fis-3767	107	19	alloy	alloy	NOUN
fis-3767	107	20	to	to	PART
fis-3767	107	21	be	be	AUX
fis-3767	107	22	joined	join	VERB
fis-3767	107	23	.	.	PUNCT
fis-3767	108	1	fig	fig	NOUN
fis-3767	108	2	.	.	PUNCT
fis-3767	109	1	2	2	NUM
fis-3767	109	2	shows	show	VERB
fis-3767	109	3	the	the	DET
fis-3767	109	4	process	process	NOUN
fis-3767	109	5	set	set	VERB
fis-3767	109	6	of	of	ADP
fis-3767	109	7	the	the	DET
fis-3767	109	8	vertical	vertical	ADJ
fis-3767	109	9	milling	mill	VERB
fis-3767	109	10	machine	machine	NOUN
fis-3767	109	11	where	where	SCONJ
fis-3767	109	12	the	the	DET
fis-3767	109	13	aa6262	aa6262	PROPN
fis-3767	109	14	alloy	alloy	NOUN
fis-3767	109	15	plates	plate	NOUN
fis-3767	109	16	of	of	ADP
fis-3767	109	17	dimensions	dimension	NOUN
fis-3767	109	18	100	100	NUM
fis-3767	109	19	mm	mm	NOUN
fis-3767	109	20	x	x	SYM
fis-3767	109	21	50	50	NUM
fis-3767	109	22	mm	mm	NOUN
fis-3767	109	23	x	x	SYM
fis-3767	109	24	6	6	NUM
fis-3767	109	25	mm	mm	NOUN
fis-3767	109	26	are	be	AUX
fis-3767	109	27	clamped	clamp	VERB
fis-3767	109	28	on	on	ADP
fis-3767	109	29	the	the	DET
fis-3767	109	30	vertical	vertical	ADJ
fis-3767	109	31	milling	milling	NOUN
fis-3767	109	32	machine	machine	NOUN
fis-3767	109	33	where	where	SCONJ
fis-3767	109	34	friction	friction	NOUN
fis-3767	109	35	stir	stir	NOUN
fis-3767	109	36	welding	welding	NOUN
fis-3767	109	37	is	be	AUX
fis-3767	109	38	carried	carry	VERB
fis-3767	109	39	out	out	ADP
fis-3767	109	40	.	.	PUNCT
fis-3767	110	1	tool	tool	NOUN
fis-3767	110	2	traverse	traverse	VERB
fis-3767	110	3	speed	speed	NOUN
fis-3767	110	4	(	(	PUNCT
fis-3767	110	5	mm	mm	PROPN
fis-3767	110	6	/	/	SYM
fis-3767	110	7	min	min	NOUN
fis-3767	110	8	)	)	PUNCT
fis-3767	110	9	,	,	PUNCT
fis-3767	110	10	tool	tool	NOUN
fis-3767	110	11	rotational	rotational	ADJ
fis-3767	110	12	speed	speed	NOUN
fis-3767	110	13	(	(	PUNCT
fis-3767	110	14	rpm	rpm	NOUN
fis-3767	110	15	)	)	PUNCT
fis-3767	110	16	,	,	PUNCT
fis-3767	110	17	and	and	CCONJ
fis-3767	110	18	plunge	plunge	NOUN
fis-3767	110	19	depth	depth	NOUN
fis-3767	110	20	(	(	PUNCT
fis-3767	110	21	mm	mm	NOUN
fis-3767	110	22	)	)	PUNCT
fis-3767	110	23	were	be	AUX
fis-3767	110	24	the	the	DET
fis-3767	110	25	three	three	NUM
fis-3767	110	26	process	process	NOUN
fis-3767	110	27	parameters	parameter	NOUN
fis-3767	110	28	considered	consider	VERB
fis-3767	110	29	in	in	ADP
fis-3767	110	30	this	this	DET
fis-3767	110	31	investigation	investigation	NOUN
fis-3767	110	32	.	.	PUNCT
fis-3767	111	1	the	the	DET
fis-3767	111	2	fsw	fsw	PROPN
fis-3767	111	3	machine	machine	NOUN
fis-3767	111	4	from	from	ADP
fis-3767	111	5	rv	rv	PROPN
fis-3767	111	6	machine	machine	NOUN
fis-3767	111	7	tool	tool	NOUN
fis-3767	111	8	was	be	AUX
fis-3767	111	9	used	use	VERB
fis-3767	111	10	to	to	PART
fis-3767	111	11	produce	produce	VERB
fis-3767	111	12	a	a	DET
fis-3767	111	13	variety	variety	NOUN
fis-3767	111	14	of	of	ADP
fis-3767	111	15	joints	joint	NOUN
fis-3767	111	16	with	with	ADP
fis-3767	111	17	settings	setting	NOUN
fis-3767	111	18	that	that	PRON
fis-3767	111	19	were	be	AUX
fis-3767	111	20	continuously	continuously	ADV
fis-3767	111	21	updated	update	VERB
fis-3767	111	22	.	.	PUNCT
fis-3767	112	1	aluminum	aluminum	NOUN
fis-3767	112	2	alloy	alloy	NOUN
fis-3767	112	3	6262	6262	NUM
fis-3767	112	4	plates	plate	NOUN
fis-3767	112	5	measuring	measure	VERB
fis-3767	112	6	100	100	NUM
fis-3767	112	7	mm	mm	NOUN
fis-3767	112	8	long	long	ADV
fis-3767	112	9	,	,	PUNCT
fis-3767	112	10	50	50	NUM
fis-3767	112	11	mm	mm	NOUN
fis-3767	112	12	broad	broad	ADJ
fis-3767	112	13	,	,	PUNCT
fis-3767	112	14	and	and	CCONJ
fis-3767	112	15	6	6	NUM
fis-3767	112	16	mm	mm	NOUN
fis-3767	112	17	thick	thick	ADJ
fis-3767	112	18	are	be	AUX
fis-3767	112	19	used	use	VERB
fis-3767	112	20	to	to	PART
fis-3767	112	21	create	create	VERB
fis-3767	112	22	the	the	DET
fis-3767	112	23	test	test	NOUN
fis-3767	112	24	specimens	specimen	NOUN
fis-3767	112	25	both	both	CCONJ
fis-3767	112	26	before	before	ADP
fis-3767	112	27	and	and	CCONJ
fis-3767	112	28	after	after	ADP
fis-3767	112	29	welding	welding	NOUN
fis-3767	112	30	.	.	PUNCT
fis-3767	113	1	the	the	DET
fis-3767	113	2	tool	tool	NOUN
fis-3767	113	3	configuration	configuration	NOUN
fis-3767	113	4	used	use	VERB
fis-3767	113	5	in	in	ADP
fis-3767	113	6	the	the	DET
fis-3767	113	7	research	research	NOUN
fis-3767	113	8	investigation	investigation	NOUN
fis-3767	113	9	is	be	AUX
fis-3767	113	10	shown	show	VERB
fis-3767	113	11	in	in	ADP
fis-3767	113	12	fig	fig	NOUN
fis-3767	113	13	.	.	PUNCT
fis-3767	114	1	3	3	X
fis-3767	114	2	.	.	X
fis-3767	114	3	tab	tab	NOUN
fis-3767	114	4	.	.	PUNCT
fis-3767	115	1	1	1	NUM
fis-3767	115	2	lists	list	VERB
fis-3767	115	3	the	the	DET
fis-3767	115	4	ingredients	ingredient	NOUN
fis-3767	115	5	that	that	PRON
fis-3767	115	6	make	make	VERB
fis-3767	115	7	up	up	ADP
fis-3767	115	8	aa	aa	PROPN
fis-3767	115	9	6262	6262	NUM
fis-3767	115	10	based	base	VERB
fis-3767	115	11	on	on	ADP
fis-3767	115	12	matweb	matweb	PROPN
fis-3767	115	13	database	database	PROPN
fis-3767	115	14	.	.	PUNCT
fis-3767	116	1	the	the	DET
fis-3767	116	2	physical	physical	ADJ
fis-3767	116	3	and	and	CCONJ
fis-3767	116	4	mechanical	mechanical	ADJ
fis-3767	116	5	properties	property	NOUN
fis-3767	116	6	of	of	ADP
fis-3767	116	7	aa6262	aa6262	ADJ
fis-3767	116	8	alloy	alloy	NOUN
fis-3767	116	9	is	be	AUX
fis-3767	116	10	shown	show	VERB
fis-3767	116	11	in	in	ADP
fis-3767	116	12	tab	tab	NOUN
fis-3767	116	13	.	.	PUNCT
fis-3767	117	1	2	2	X
fis-3767	117	2	.	.	X
fis-3767	117	3	the	the	DET
fis-3767	117	4	input	input	NOUN
fis-3767	117	5	and	and	CCONJ
fis-3767	117	6	output	output	NOUN
fis-3767	117	7	parameters	parameter	NOUN
fis-3767	117	8	for	for	ADP
fis-3767	117	9	the	the	DET
fis-3767	117	10	current	current	ADJ
fis-3767	117	11	investigation	investigation	NOUN
fis-3767	117	12	are	be	AUX
fis-3767	117	13	shown	show	VERB
fis-3767	117	14	in	in	ADP
fis-3767	117	15	tab	tab	NOUN
fis-3767	117	16	.	.	PUNCT
fis-3767	118	1	3	3	X
fis-3767	118	2	.	.	X
fis-3767	118	3	for	for	ADP
fis-3767	118	4	the	the	DET
fis-3767	118	5	preparation	preparation	NOUN
fis-3767	118	6	of	of	ADP
fis-3767	118	7	tensile	tensile	NOUN
fis-3767	118	8	test	test	NOUN
fis-3767	118	9	specimens	specimen	NOUN
fis-3767	118	10	,	,	PUNCT
fis-3767	118	11	the	the	DET
fis-3767	118	12	astm	astm	PROPN
fis-3767	118	13	e8	e8	PROPN
fis-3767	118	14	guidelines	guideline	NOUN
fis-3767	118	15	have	have	AUX
fis-3767	118	16	been	be	AUX
fis-3767	118	17	followed	follow	VERB
fis-3767	118	18	.	.	PUNCT
fis-3767	119	1	a	a	DET
fis-3767	119	2	universal	universal	ADJ
fis-3767	119	3	testing	testing	NOUN
fis-3767	119	4	machine	machine	NOUN
fis-3767	119	5	controlled	control	VERB
fis-3767	119	6	from	from	ADP
fis-3767	119	7	electromechanical	electromechanical	ADJ
fis-3767	119	8	means	mean	NOUN
fis-3767	119	9	(	(	PUNCT
fis-3767	119	10	make	make	VERB
fis-3767	119	11	:	:	PUNCT
fis-3767	119	12	fie	fie	ADJ
fis-3767	119	13	,	,	PUNCT
fis-3767	119	14	model	model	NOUN
fis-3767	119	15	:	:	PUNCT
fis-3767	119	16	utn	utn	NOUN
fis-3767	119	17	40	40	NUM
fis-3767	119	18	)	)	PUNCT
fis-3767	119	19	was	be	AUX
fis-3767	119	20	used	use	VERB
fis-3767	119	21	for	for	ADP
fis-3767	119	22	assessing	assess	VERB
fis-3767	119	23	the	the	DET
fis-3767	119	24	specimen	speciman	NOUN
fis-3767	119	25	's	's	PART
fis-3767	119	26	tensile	tensile	NOUN
fis-3767	119	27	properties	property	NOUN
fis-3767	119	28	.	.	PUNCT
fis-3767	120	1	figure	figure	VERB
fis-3767	120	2	2	2	NUM
fis-3767	120	3	:	:	PUNCT
fis-3767	120	4	friction	friction	NOUN
fis-3767	120	5	stir	stir	NOUN
fis-3767	120	6	welding	welding	NOUN
fis-3767	120	7	process	process	NOUN
fis-3767	120	8	setup	setup	NOUN
fis-3767	120	9	figure	figure	NOUN
fis-3767	120	10	3	3	NUM
fis-3767	120	11	:	:	PUNCT
fis-3767	120	12	frictionstir	frictionstir	VERB
fis-3767	120	13	welding	welding	NOUN
fis-3767	120	14	tool	tool	NOUN
fis-3767	120	15	design	design	NOUN
fis-3767	120	16	used	use	VERB
fis-3767	120	17	in	in	ADP
fis-3767	120	18	the	the	DET
fis-3767	120	19	present	present	ADJ
fis-3767	120	20	work	work	NOUN
fis-3767	120	21	f	f	PROPN
fis-3767	120	22	a.	a.	PROPN
fis-3767	120	23	mishra	mishra	PROPN
fis-3767	120	24	et	et	PROPN
fis-3767	120	25	alii	alii	PROPN
fis-3767	120	26	,	,	PUNCT
fis-3767	120	27	frattura	frattura	PROPN
fis-3767	120	28	ed	ed	PROPN
fis-3767	120	29	integrità	integrità	PROPN
fis-3767	120	30	strutturale	strutturale	PROPN
fis-3767	120	31	,	,	PUNCT
fis-3767	120	32	62	62	NUM
fis-3767	120	33	(	(	PUNCT
fis-3767	120	34	2022	2022	NUM
fis-3767	120	35	)	)	PUNCT
fis-3767	120	36	448	448	NUM
fis-3767	120	37	-	-	SYM
fis-3767	120	38	459	459	NUM
fis-3767	120	39	;	;	PUNCT
fis-3767	120	40	doi	doi	NOUN
fis-3767	120	41	:	:	PUNCT
fis-3767	120	42	10.3221	10.3221	NUM
fis-3767	120	43	/	/	SYM
fis-3767	120	44	igf	igf	PROPN
fis-3767	120	45	-	-	PROPN
fis-3767	120	46	esis.62.31	esis.62.31	PROPN
fis-3767	120	47	452	452	NUM
fis-3767	120	48	si	si	PROPN
fis-3767	120	49	fe	fe	X
fis-3767	120	50	cu	cu	PROPN
fis-3767	120	51	cr	cr	PROPN
fis-3767	120	52	mn	mn	PROPN
fis-3767	120	53	mg	mg	PROPN
fis-3767	120	54	zn	zn	PROPN
fis-3767	120	55	0.4	0.4	NUM
fis-3767	120	56	-	-	SYM
fis-3767	120	57	0.8	0.8	NUM
fis-3767	120	58	0.0	0.0	NUM
fis-3767	120	59	-	-	SYM
fis-3767	120	60	0.7	0.7	NUM
fis-3767	120	61	0.4	0.4	NUM
fis-3767	120	62	-	-	SYM
fis-3767	120	63	1.4	1.4	NUM
fis-3767	120	64	0.0	0.0	NUM
fis-3767	120	65	-	-	SYM
fis-3767	120	66	0.2	0.2	NUM
fis-3767	120	67	0.0	0.0	NUM
fis-3767	120	68	-	-	SYM
fis-3767	120	69	0.15	0.15	NUM
fis-3767	120	70	0.8	0.8	NUM
fis-3767	120	71	-	-	SYM
fis-3767	120	72	1.2	1.2	NUM
fis-3767	120	73	0.0	0.0	NUM
fis-3767	120	74	-	-	PUNCT
fis-3767	120	75	0.25	0.25	NUM
fis-3767	120	76	table	table	NOUN
fis-3767	120	77	1	1	NUM
fis-3767	120	78	:	:	PUNCT
fis-3767	120	79	chemical	chemical	ADJ
fis-3767	120	80	composition	composition	NOUN
fis-3767	120	81	of	of	ADP
fis-3767	120	82	aluminium	aluminium	NOUN
fis-3767	120	83	alloy	alloy	NOUN
fis-3767	120	84	6262	6262	NUM
fis-3767	120	85	(	(	PUNCT
fis-3767	120	86	wt%	wt%	NUM
fis-3767	120	87	)	)	PUNCT
fis-3767	120	88	.	.	PUNCT
fis-3767	121	1	density	density	PROPN
fis-3767	121	2	young	young	PROPN
fis-3767	121	3	’s	’s	PART
fis-3767	121	4	modulus	modulus	ADJ
fis-3767	121	5	ultimate	ultimate	ADJ
fis-3767	121	6	tensile	tensile	NOUN
fis-3767	121	7	strength	strength	NOUN
fis-3767	121	8	yield	yield	NOUN
fis-3767	121	9	strength	strength	NOUN
fis-3767	121	10	2.72	2.72	NUM
fis-3767	121	11	g	g	NOUN
fis-3767	121	12	/	/	SYM
fis-3767	121	13	cm3	cm3	NOUN
fis-3767	121	14	69	69	NUM
fis-3767	121	15	gpa	gpa	PROPN
fis-3767	121	16	280	280	NUM
fis-3767	121	17	mpa	mpa	PROPN
fis-3767	121	18	260	260	NUM
fis-3767	121	19	mpa	mpa	NOUN
fis-3767	121	20	table	table	NOUN
fis-3767	121	21	2	2	NUM
fis-3767	121	22	:	:	PUNCT
fis-3767	121	23	physical	physical	ADJ
fis-3767	121	24	and	and	CCONJ
fis-3767	121	25	mechanical	mechanical	ADJ
fis-3767	121	26	properties	property	NOUN
fis-3767	121	27	of	of	ADP
fis-3767	121	28	aluminium	aluminium	NOUN
fis-3767	121	29	alloy	alloy	NOUN
fis-3767	121	30	6262	6262	NUM
fis-3767	121	31	.	.	PUNCT
fis-3767	122	1	s.no	s.no	VERB
fis-3767	122	2	sample	sample	NOUN
fis-3767	122	3	i	i	PROPN
fis-3767	122	4	d	d	PROPN
fis-3767	122	5	tool	tool	NOUN
fis-3767	122	6	rotational	rotational	ADJ
fis-3767	122	7	speed	speed	NOUN
fis-3767	122	8	(	(	PUNCT
fis-3767	122	9	rpm	rpm	NOUN
fis-3767	122	10	)	)	PUNCT
fis-3767	122	11	tool	tool	NOUN
fis-3767	122	12	traverse	traverse	VERB
fis-3767	122	13	speed	speed	NOUN
fis-3767	122	14	(	(	PUNCT
fis-3767	122	15	mm	mm	PROPN
fis-3767	122	16	/	/	SYM
fis-3767	122	17	min	min	NOUN
fis-3767	122	18	)	)	PUNCT
fis-3767	122	19	plunge	plunge	NOUN
fis-3767	122	20	depth	depth	NOUN
fis-3767	122	21	(	(	PUNCT
fis-3767	122	22	mm	mm	NOUN
fis-3767	122	23	)	)	PUNCT
fis-3767	122	24	ultimate	ultimate	ADJ
fis-3767	122	25	tensile	tensile	NOUN
fis-3767	122	26	strength	strength	NOUN
fis-3767	122	27	(	(	PUNCT
fis-3767	122	28	mpa	mpa	PROPN
fis-3767	122	29	)	)	PUNCT
fis-3767	122	30	1	1	NUM
fis-3767	122	31	.	.	PUNCT
fis-3767	122	32	sample	sample	NOUN
fis-3767	122	33	1	1	NUM
fis-3767	122	34	800	800	NUM
fis-3767	122	35	40	40	NUM
fis-3767	122	36	0.1	0.1	NUM
fis-3767	122	37	167.47	167.47	NUM
fis-3767	122	38	2	2	NUM
fis-3767	122	39	.	.	PUNCT
fis-3767	122	40	sample	sample	NOUN
fis-3767	122	41	2	2	NUM
fis-3767	122	42	800	800	NUM
fis-3767	122	43	50	50	NUM
fis-3767	122	44	0.2	0.2	NUM
fis-3767	122	45	188.51	188.51	NUM
fis-3767	122	46	3	3	NUM
fis-3767	122	47	.	.	PUNCT
fis-3767	122	48	sample	sample	NOUN
fis-3767	122	49	3	3	NUM
fis-3767	122	50	800	800	NUM
fis-3767	122	51	60	60	NUM
fis-3767	122	52	0.3	0.3	NUM
fis-3767	122	53	164.80	164.80	NUM
fis-3767	122	54	4	4	NUM
fis-3767	122	55	.	.	PUNCT
fis-3767	122	56	sample	sample	NOUN
fis-3767	122	57	4	4	NUM
fis-3767	122	58	1000	1000	NUM
fis-3767	122	59	40	40	NUM
fis-3767	122	60	0.2	0.2	NUM
fis-3767	122	61	165.4	165.4	NUM
fis-3767	122	62	5	5	NUM
fis-3767	122	63	.	.	PUNCT
fis-3767	122	64	sample	sample	NOUN
fis-3767	122	65	5	5	NUM
fis-3767	122	66	1000	1000	NUM
fis-3767	122	67	50	50	NUM
fis-3767	122	68	0.3	0.3	NUM
fis-3767	122	69	186.32	186.32	NUM
fis-3767	122	70	6	6	NUM
fis-3767	122	71	.	.	PUNCT
fis-3767	122	72	sample	sample	NOUN
fis-3767	122	73	6	6	NUM
fis-3767	122	74	1000	1000	NUM
fis-3767	122	75	60	60	NUM
fis-3767	122	76	0.1	0.1	NUM
fis-3767	122	77	171.66	171.66	NUM
fis-3767	122	78	7	7	NUM
fis-3767	122	79	.	.	PUNCT
fis-3767	122	80	sample	sample	NOUN
fis-3767	122	81	7	7	NUM
fis-3767	122	82	1200	1200	NUM
fis-3767	122	83	40	40	NUM
fis-3767	122	84	0.3	0.3	NUM
fis-3767	122	85	188.90	188.90	NUM
fis-3767	122	86	8	8	NUM
fis-3767	122	87	.	.	PUNCT
fis-3767	123	1	sample	sample	NOUN
fis-3767	123	2	8	8	NUM
fis-3767	123	3	1200	1200	NUM
fis-3767	123	4	50	50	NUM
fis-3767	123	5	0.2	0.2	NUM
fis-3767	123	6	179.94	179.94	NUM
fis-3767	123	7	9	9	NUM
fis-3767	123	8	.	.	PUNCT
fis-3767	124	1	sample	sample	NOUN
fis-3767	124	2	9	9	NUM
fis-3767	124	3	1200	1200	NUM
fis-3767	124	4	60	60	NUM
fis-3767	124	5	0.1	0.1	NUM
fis-3767	124	6	176.75	176.75	NUM
fis-3767	124	7	table	table	NOUN
fis-3767	124	8	3	3	NUM
fis-3767	124	9	:	:	PUNCT
fis-3767	124	10	experimental	experimental	ADJ
fis-3767	124	11	parameters	parameter	NOUN
fis-3767	124	12	for	for	ADP
fis-3767	124	13	preparation	preparation	NOUN
fis-3767	124	14	of	of	ADP
fis-3767	124	15	specimens	specimen	NOUN
fis-3767	124	16	and	and	CCONJ
fis-3767	124	17	obtained	obtain	VERB
fis-3767	124	18	uts	uts	PROPN
fis-3767	124	19	value	value	NOUN
fis-3767	124	20	.	.	PUNCT
fis-3767	125	1	now	now	ADV
fis-3767	125	2	,	,	PUNCT
fis-3767	125	3	the	the	DET
fis-3767	125	4	next	next	ADJ
fis-3767	125	5	step	step	NOUN
fis-3767	125	6	is	be	AUX
fis-3767	125	7	to	to	PART
fis-3767	125	8	implement	implement	VERB
fis-3767	125	9	the	the	DET
fis-3767	125	10	bio	bio	NOUN
fis-3767	125	11	-	-	PUNCT
fis-3767	125	12	inspired	inspire	VERB
fis-3767	125	13	algorithms	algorithm	NOUN
fis-3767	125	14	on	on	ADP
fis-3767	125	15	the	the	DET
fis-3767	125	16	obtained	obtain	VERB
fis-3767	125	17	data	datum	NOUN
fis-3767	125	18	.	.	PUNCT
fis-3767	126	1	firstly	firstly	ADV
fis-3767	126	2	,	,	PUNCT
fis-3767	126	3	data	datum	NOUN
fis-3767	126	4	from	from	ADP
fis-3767	126	5	the	the	DET
fis-3767	126	6	research	research	NOUN
fis-3767	126	7	investigation	investigation	NOUN
fis-3767	126	8	is	be	AUX
fis-3767	126	9	gathered	gather	VERB
fis-3767	126	10	.	.	PUNCT
fis-3767	127	1	the	the	DET
fis-3767	127	2	dataset	dataset	NOUN
fis-3767	127	3	is	be	AUX
fis-3767	127	4	set	set	VERB
fis-3767	127	5	up	up	ADP
fis-3767	127	6	in	in	ADP
fis-3767	127	7	a	a	DET
fis-3767	127	8	csv	csv	NOUN
fis-3767	127	9	(	(	PUNCT
fis-3767	127	10	comma	comma	NOUN
fis-3767	127	11	-	-	PUNCT
fis-3767	127	12	separated	separate	VERB
fis-3767	127	13	values	value	NOUN
fis-3767	127	14	)	)	PUNCT
fis-3767	127	15	file	file	NOUN
fis-3767	127	16	format	format	NOUN
fis-3767	127	17	.	.	PUNCT
fis-3767	128	1	the	the	DET
fis-3767	128	2	google	google	PROPN
fis-3767	128	3	colab	colab	PROPN
fis-3767	128	4	platform	platform	NOUN
fis-3767	128	5	is	be	AUX
fis-3767	128	6	then	then	ADV
fis-3767	128	7	imported	import	VERB
fis-3767	128	8	using	use	VERB
fis-3767	128	9	the	the	DET
fis-3767	128	10	csv	csv	NOUN
fis-3767	128	11	file	file	NOUN
fis-3767	128	12	.	.	PUNCT
fis-3767	129	1	for	for	ADP
fis-3767	129	2	carrying	carry	VERB
fis-3767	129	3	out	out	ADP
fis-3767	129	4	the	the	DET
fis-3767	129	5	necessary	necessary	ADJ
fis-3767	129	6	activities	activity	NOUN
fis-3767	129	7	,	,	PUNCT
fis-3767	129	8	python	python	NOUN
fis-3767	129	9	libraries	library	NOUN
fis-3767	129	10	including	include	VERB
fis-3767	129	11	pandas	panda	NOUN
fis-3767	129	12	,	,	PUNCT
fis-3767	129	13	numpy	numpy	NOUN
fis-3767	129	14	,	,	PUNCT
fis-3767	129	15	seaborn	seaborn	NOUN
fis-3767	129	16	,	,	PUNCT
fis-3767	129	17	and	and	CCONJ
fis-3767	129	18	matplotlib.pyplot	matplotlib.pyplot	NUM
fis-3767	129	19	were	be	AUX
fis-3767	129	20	imported	import	VERB
fis-3767	129	21	.	.	PUNCT
fis-3767	130	1	the	the	DET
fis-3767	130	2	work	work	NOUN
fis-3767	130	3	's	's	PART
fis-3767	130	4	process	process	NOUN
fis-3767	130	5	procedure	procedure	NOUN
fis-3767	130	6	is	be	AUX
fis-3767	130	7	depicted	depict	VERB
fis-3767	130	8	in	in	ADP
fis-3767	130	9	fig	fig	NOUN
fis-3767	130	10	.	.	PUNCT
fis-3767	131	1	4	4	X
fis-3767	131	2	.	.	X
fis-3767	131	3	figure	figure	VERB
fis-3767	131	4	4	4	NUM
fis-3767	131	5	:	:	PUNCT
fis-3767	131	6	implementation	implementation	NOUN
fis-3767	131	7	of	of	ADP
fis-3767	131	8	the	the	DET
fis-3767	131	9	bio	bio	NOUN
fis-3767	131	10	-	-	PUNCT
fis-3767	131	11	inspired	inspire	VERB
fis-3767	131	12	algorithms	algorithm	NOUN
fis-3767	131	13	on	on	ADP
fis-3767	131	14	the	the	DET
fis-3767	131	15	experimental	experimental	ADJ
fis-3767	131	16	dataset	dataset	NOUN
fis-3767	131	17	exploratory	exploratory	ADJ
fis-3767	131	18	data	datum	NOUN
fis-3767	131	19	analysis	analysis	NOUN
fis-3767	131	20	(	(	PUNCT
fis-3767	131	21	eda	eda	PROPN
fis-3767	131	22	)	)	PUNCT
fis-3767	131	23	,	,	PUNCT
fis-3767	131	24	which	which	PRON
fis-3767	131	25	is	be	AUX
fis-3767	131	26	frequently	frequently	ADV
fis-3767	131	27	used	use	VERB
fis-3767	131	28	to	to	PART
fis-3767	131	29	discover	discover	VERB
fis-3767	131	30	what	what	PRON
fis-3767	131	31	data	datum	NOUN
fis-3767	131	32	might	might	AUX
fis-3767	131	33	reveal	reveal	VERB
fis-3767	131	34	more	more	ADJ
fis-3767	131	35	than	than	ADP
fis-3767	131	36	the	the	DET
fis-3767	131	37	standard	standard	ADJ
fis-3767	131	38	modeling	modeling	NOUN
fis-3767	131	39	or	or	CCONJ
fis-3767	131	40	hypothesis	hypothesis	NOUN
fis-3767	131	41	assignment	assignment	NOUN
fis-3767	131	42	,	,	PUNCT
fis-3767	131	43	aids	aid	NOUN
fis-3767	131	44	in	in	ADP
fis-3767	131	45	a	a	DET
fis-3767	131	46	complete	complete	ADJ
fis-3767	131	47	understanding	understanding	NOUN
fis-3767	131	48	of	of	ADP
fis-3767	131	49	the	the	DET
fis-3767	131	50	variables	variable	NOUN
fis-3767	131	51	in	in	ADP
fis-3767	131	52	the	the	DET
fis-3767	131	53	data	data	NOUN
fis-3767	131	54	collection	collection	NOUN
fis-3767	131	55	and	and	CCONJ
fis-3767	131	56	their	their	PRON
fis-3767	131	57	a.	a.	NOUN
fis-3767	131	58	mishra	mishra	PROPN
fis-3767	131	59	et	et	PROPN
fis-3767	131	60	alii	alii	PROPN
fis-3767	131	61	,	,	PUNCT
fis-3767	131	62	frattura	frattura	PROPN
fis-3767	131	63	ed	ed	PROPN
fis-3767	131	64	integrità	integrità	PROPN
fis-3767	131	65	strutturale	strutturale	PROPN
fis-3767	131	66	,	,	PUNCT
fis-3767	131	67	62	62	NUM
fis-3767	131	68	(	(	PUNCT
fis-3767	131	69	2022	2022	NUM
fis-3767	131	70	)	)	PUNCT
fis-3767	131	71	448	448	NUM
fis-3767	131	72	-	-	SYM
fis-3767	131	73	459	459	NUM
fis-3767	131	74	;	;	PUNCT
fis-3767	131	75	doi	doi	NOUN
fis-3767	131	76	:	:	PUNCT
fis-3767	131	77	10.3221	10.3221	NUM
fis-3767	131	78	/	/	SYM
fis-3767	131	79	igf	igf	PROPN
fis-3767	131	80	-	-	PROPN
fis-3767	131	81	esis.62.31	esis.62.31	PROPN
fis-3767	131	82	453	453	NUM
fis-3767	131	83	interactions	interaction	NOUN
fis-3767	131	84	.	.	PUNCT
fis-3767	132	1	as	as	SCONJ
fis-3767	132	2	seen	see	VERB
fis-3767	132	3	in	in	ADP
fis-3767	132	4	fig	fig	NOUN
fis-3767	132	5	.	.	PUNCT
fis-3767	133	1	5	5	NUM
fis-3767	133	2	,	,	PUNCT
fis-3767	133	3	it	it	PRON
fis-3767	133	4	can	can	AUX
fis-3767	133	5	also	also	ADV
fis-3767	133	6	help	help	VERB
fis-3767	133	7	you	you	PRON
fis-3767	133	8	decide	decide	VERB
fis-3767	133	9	whether	whether	SCONJ
fis-3767	133	10	the	the	DET
fis-3767	133	11	statistical	statistical	ADJ
fis-3767	133	12	techniques	technique	NOUN
fis-3767	133	13	you	you	PRON
fis-3767	133	14	're	be	AUX
fis-3767	133	15	thinking	think	VERB
fis-3767	133	16	about	about	ADP
fis-3767	133	17	applying	apply	VERB
fis-3767	133	18	for	for	ADP
fis-3767	133	19	data	datum	NOUN
fis-3767	133	20	analysis	analysis	NOUN
fis-3767	133	21	are	be	AUX
fis-3767	133	22	appropriate	appropriate	ADJ
fis-3767	133	23	.	.	PUNCT
fis-3767	134	1	the	the	DET
fis-3767	134	2	resultant	resultant	NOUN
fis-3767	134	3	plot	plot	NOUN
fis-3767	134	4	of	of	ADP
fis-3767	134	5	the	the	DET
fis-3767	134	6	heat	heat	NOUN
fis-3767	134	7	map	map	NOUN
fis-3767	134	8	is	be	AUX
fis-3767	134	9	displayed	display	VERB
fis-3767	134	10	in	in	ADP
fis-3767	134	11	fig	fig	NOUN
fis-3767	134	12	.	.	PUNCT
fis-3767	135	1	6	6	NUM
fis-3767	135	2	.	.	PUNCT
fis-3767	135	3	to	to	PART
fis-3767	135	4	illustrate	illustrate	VERB
fis-3767	135	5	the	the	DET
fis-3767	135	6	level	level	NOUN
fis-3767	135	7	of	of	ADP
fis-3767	135	8	correlation	correlation	NOUN
fis-3767	135	9	between	between	ADP
fis-3767	135	10	multiple	multiple	ADJ
fis-3767	135	11	factors	factor	NOUN
fis-3767	135	12	,	,	PUNCT
fis-3767	135	13	statistical	statistical	ADJ
fis-3767	135	14	coefficients	coefficient	NOUN
fis-3767	135	15	are	be	AUX
fis-3767	135	16	presented	present	VERB
fis-3767	135	17	as	as	ADP
fis-3767	135	18	a	a	DET
fis-3767	135	19	heat	heat	NOUN
fis-3767	135	20	map	map	NOUN
fis-3767	135	21	.	.	PUNCT
fis-3767	136	1	it	it	PRON
fis-3767	136	2	helps	help	VERB
fis-3767	136	3	to	to	PART
fis-3767	136	4	find	find	VERB
fis-3767	136	5	characteristics	characteristic	NOUN
fis-3767	136	6	that	that	PRON
fis-3767	136	7	are	be	AUX
fis-3767	136	8	best	good	ADJ
fis-3767	136	9	for	for	ADP
fis-3767	136	10	developing	develop	VERB
fis-3767	136	11	machine	machine	NOUN
fis-3767	136	12	learning	learning	NOUN
fis-3767	136	13	models	model	NOUN
fis-3767	136	14	.	.	PUNCT
fis-3767	137	1	the	the	DET
fis-3767	137	2	heat	heat	NOUN
fis-3767	137	3	map	map	NOUN
fis-3767	137	4	transforms	transform	VERB
fis-3767	137	5	the	the	DET
fis-3767	137	6	correlation	correlation	NOUN
fis-3767	137	7	matrix	matrix	NOUN
fis-3767	137	8	into	into	ADP
fis-3767	137	9	a	a	DET
fis-3767	137	10	color	color	NOUN
fis-3767	137	11	designation	designation	NOUN
fis-3767	137	12	.	.	PUNCT
fis-3767	138	1	figure	figure	NOUN
fis-3767	138	2	5	5	NUM
fis-3767	138	3	:	:	PUNCT
fis-3767	138	4	results	result	NOUN
fis-3767	138	5	obtained	obtain	VERB
fis-3767	138	6	from	from	ADP
fis-3767	138	7	exploratory	exploratory	ADJ
fis-3767	138	8	data	datum	NOUN
fis-3767	138	9	analysis	analysis	NOUN
fis-3767	138	10	.	.	PUNCT
fis-3767	139	1	the	the	DET
fis-3767	139	2	next	next	ADJ
fis-3767	139	3	stage	stage	NOUN
fis-3767	139	4	is	be	AUX
fis-3767	139	5	to	to	PART
fis-3767	139	6	determine	determine	VERB
fis-3767	139	7	whether	whether	SCONJ
fis-3767	139	8	input	input	NOUN
fis-3767	139	9	parameters	parameter	NOUN
fis-3767	139	10	have	have	VERB
fis-3767	139	11	a	a	DET
fis-3767	139	12	strong	strong	ADJ
fis-3767	139	13	correlation	correlation	NOUN
fis-3767	139	14	with	with	ADP
fis-3767	139	15	the	the	DET
fis-3767	139	16	output	output	NOUN
fis-3767	139	17	parameter	parameter	NOUN
fis-3767	139	18	,	,	PUNCT
fis-3767	139	19	or	or	CCONJ
fis-3767	139	20	the	the	DET
fis-3767	139	21	ultimate	ultimate	ADJ
fis-3767	139	22	tensile	tensile	NOUN
fis-3767	139	23	strength	strength	NOUN
fis-3767	139	24	,	,	PUNCT
fis-3767	139	25	by	by	ADP
fis-3767	139	26	determining	determine	VERB
fis-3767	139	27	the	the	DET
fis-3767	139	28	feature	feature	NOUN
fis-3767	139	29	importance	importance	NOUN
fis-3767	139	30	.	.	PUNCT
fis-3767	140	1	the	the	DET
fis-3767	140	2	80/20	80/20	NUM
fis-3767	140	3	rule	rule	NOUN
fis-3767	140	4	is	be	AUX
fis-3767	140	5	then	then	ADV
fis-3767	140	6	used	use	VERB
fis-3767	140	7	to	to	PART
fis-3767	140	8	divide	divide	VERB
fis-3767	140	9	the	the	DET
fis-3767	140	10	dataset	dataset	NOUN
fis-3767	140	11	into	into	ADP
fis-3767	140	12	two	two	NUM
fis-3767	140	13	portions	portion	NOUN
fis-3767	140	14	,	,	PUNCT
fis-3767	140	15	with	with	ADP
fis-3767	140	16	20	20	NUM
fis-3767	140	17	%	%	NOUN
fis-3767	140	18	of	of	ADP
fis-3767	140	19	the	the	DET
fis-3767	140	20	data	datum	NOUN
fis-3767	140	21	being	be	AUX
fis-3767	140	22	used	use	VERB
fis-3767	140	23	for	for	ADP
fis-3767	140	24	testing	testing	NOUN
fis-3767	140	25	and	and	CCONJ
fis-3767	140	26	80	80	NUM
fis-3767	140	27	%	%	NOUN
fis-3767	140	28	being	be	AUX
fis-3767	140	29	used	use	VERB
fis-3767	140	30	for	for	ADP
fis-3767	140	31	training	training	NOUN
fis-3767	140	32	.	.	PUNCT
fis-3767	141	1	figure	figure	VERB
fis-3767	141	2	6	6	NUM
fis-3767	141	3	:	:	PUNCT
fis-3767	141	4	heat	heat	NOUN
fis-3767	141	5	map	map	NOUN
fis-3767	141	6	plot	plot	NOUN
fis-3767	141	7	.	.	PUNCT
fis-3767	142	1	results	result	NOUN
fis-3767	142	2	and	and	CCONJ
fis-3767	142	3	discussion	discussion	NOUN
fis-3767	142	4	microstructure	microstructure	NOUN
fis-3767	142	5	analysis	analysis	NOUN
fis-3767	142	6	or	or	CCONJ
fis-3767	142	7	microstructure	microstructure	ADJ
fis-3767	142	8	analysis	analysis	NOUN
fis-3767	142	9	,	,	PUNCT
fis-3767	142	10	olympus	olympus	X
fis-3767	142	11	(	(	PUNCT
fis-3767	142	12	bx41	bx41	PROPN
fis-3767	142	13	m	m	NOUN
fis-3767	142	14	)	)	PUNCT
fis-3767	142	15	equipment	equipment	NOUN
fis-3767	142	16	was	be	AUX
fis-3767	142	17	used	use	VERB
fis-3767	142	18	.	.	PUNCT
fis-3767	143	1	the	the	DET
fis-3767	143	2	microstructure	microstructure	NOUN
fis-3767	143	3	of	of	ADP
fis-3767	143	4	aa6062	aa6062	PROPN
fis-3767	143	5	shows	show	VERB
fis-3767	143	6	almg2si	almg2si	PROPN
fis-3767	143	7	precipitates	precipitate	NOUN
fis-3767	143	8	with	with	ADP
fis-3767	143	9	in	in	ADP
fis-3767	143	10	the	the	DET
fis-3767	143	11	base	base	NOUN
fis-3767	143	12	material	material	NOUN
fis-3767	143	13	and	and	CCONJ
fis-3767	143	14	in	in	ADP
fis-3767	143	15	haz	haz	PROPN
fis-3767	143	16	and	and	CCONJ
fis-3767	143	17	showing	show	VERB
fis-3767	143	18	tmaz	tmaz	NOUN
fis-3767	143	19	,	,	PUNCT
fis-3767	143	20	haz	haz	PROPN
fis-3767	143	21	at	at	ADP
fis-3767	143	22	higher	high	ADJ
fis-3767	143	23	magnifications	magnification	NOUN
fis-3767	143	24	.	.	PUNCT
fis-3767	144	1	fig	fig	NOUN
fis-3767	144	2	.	.	PUNCT
fis-3767	145	1	7	7	NUM
fis-3767	145	2	shows	show	VERB
fis-3767	145	3	the	the	DET
fis-3767	145	4	thermo	thermo	NOUN
fis-3767	145	5	mechanically	mechanically	ADV
fis-3767	145	6	affected	affect	VERB
fis-3767	145	7	zone	zone	NOUN
fis-3767	145	8	(	(	PUNCT
fis-3767	145	9	tmaz	tmaz	NOUN
fis-3767	145	10	)	)	PUNCT
fis-3767	145	11	microstructure	microstructure	NOUN
fis-3767	145	12	obtained	obtain	VERB
fis-3767	145	13	for	for	ADP
fis-3767	145	14	the	the	DET
fis-3767	145	15	nine	nine	NUM
fis-3767	145	16	samples	sample	NOUN
fis-3767	145	17	.	.	PUNCT
fis-3767	146	1	the	the	DET
fis-3767	146	2	elongated	elongated	NOUN
fis-3767	146	3	and	and	CCONJ
fis-3767	146	4	f	f	PROPN
fis-3767	146	5	a.	a.	PROPN
fis-3767	146	6	mishra	mishra	PROPN
fis-3767	146	7	et	et	PROPN
fis-3767	146	8	alii	alii	PROPN
fis-3767	146	9	,	,	PUNCT
fis-3767	146	10	frattura	frattura	PROPN
fis-3767	146	11	ed	ed	PROPN
fis-3767	146	12	integrità	integrità	PROPN
fis-3767	146	13	strutturale	strutturale	PROPN
fis-3767	146	14	,	,	PUNCT
fis-3767	146	15	62	62	NUM
fis-3767	146	16	(	(	PUNCT
fis-3767	146	17	2022	2022	NUM
fis-3767	146	18	)	)	PUNCT
fis-3767	146	19	448	448	NUM
fis-3767	146	20	-	-	SYM
fis-3767	146	21	459	459	NUM
fis-3767	146	22	;	;	PUNCT
fis-3767	146	23	doi	doi	NOUN
fis-3767	146	24	:	:	PUNCT
fis-3767	146	25	10.3221	10.3221	NUM
fis-3767	146	26	/	/	SYM
fis-3767	146	27	igf	igf	PROPN
fis-3767	146	28	-	-	PROPN
fis-3767	146	29	esis.62.31	esis.62.31	PROPN
fis-3767	146	30	454	454	NUM
fis-3767	146	31	bigger	big	ADJ
fis-3767	146	32	grains	grain	NOUN
fis-3767	146	33	,	,	PUNCT
fis-3767	146	34	which	which	PRON
fis-3767	146	35	are	be	AUX
fis-3767	146	36	thermally	thermally	ADV
fis-3767	146	37	impacted	impact	VERB
fis-3767	146	38	by	by	ADP
fis-3767	146	39	heat	heat	NOUN
fis-3767	146	40	and	and	CCONJ
fis-3767	146	41	rotating	rotate	VERB
fis-3767	146	42	pin	pin	NOUN
fis-3767	146	43	,	,	PUNCT
fis-3767	146	44	are	be	AUX
fis-3767	146	45	seen	see	VERB
fis-3767	146	46	in	in	ADP
fis-3767	146	47	the	the	DET
fis-3767	146	48	tmaz	tmaz	NOUN
fis-3767	146	49	.	.	PUNCT
fis-3767	147	1	fig	fig	NOUN
fis-3767	147	2	.	.	PUNCT
fis-3767	148	1	8	8	NUM
fis-3767	148	2	shows	show	VERB
fis-3767	148	3	the	the	DET
fis-3767	148	4	microstructure	microstructure	ADJ
fis-3767	148	5	images	image	NOUN
fis-3767	148	6	in	in	ADP
fis-3767	148	7	the	the	DET
fis-3767	148	8	stir	stir	NOUN
fis-3767	148	9	zone	zone	NOUN
fis-3767	148	10	(	(	PUNCT
fis-3767	148	11	sz	sz	NOUN
fis-3767	148	12	)	)	PUNCT
fis-3767	148	13	.	.	PUNCT
fis-3767	149	1	due	due	ADP
fis-3767	149	2	to	to	ADP
fis-3767	149	3	dynamic	dynamic	ADJ
fis-3767	149	4	recrystallization	recrystallization	NOUN
fis-3767	149	5	caused	cause	VERB
fis-3767	149	6	by	by	ADP
fis-3767	149	7	friction	friction	NOUN
fis-3767	149	8	stir	stir	NOUN
fis-3767	149	9	welding	welding	NOUN
fis-3767	149	10	,	,	PUNCT
fis-3767	149	11	the	the	DET
fis-3767	149	12	stir	stir	NOUN
fis-3767	149	13	zone	zone	NOUN
fis-3767	149	14	is	be	AUX
fis-3767	149	15	characterized	characterize	VERB
fis-3767	149	16	by	by	ADP
fis-3767	149	17	extremely	extremely	ADV
fis-3767	149	18	small	small	ADJ
fis-3767	149	19	,	,	PUNCT
fis-3767	149	20	equi	equi	NOUN
fis-3767	149	21	-	-	PUNCT
fis-3767	149	22	axed	axe	VERB
fis-3767	149	23	grains	grain	NOUN
fis-3767	149	24	that	that	PRON
fis-3767	149	25	are	be	AUX
fis-3767	149	26	far	far	ADV
fis-3767	149	27	smaller	small	ADJ
fis-3767	149	28	than	than	ADP
fis-3767	149	29	those	those	PRON
fis-3767	149	30	seen	see	VERB
fis-3767	149	31	in	in	ADP
fis-3767	149	32	the	the	DET
fis-3767	149	33	heat	heat	NOUN
fis-3767	149	34	affected	affect	VERB
fis-3767	149	35	zone	zone	NOUN
fis-3767	149	36	(	(	PUNCT
fis-3767	149	37	haz	haz	PROPN
fis-3767	149	38	)	)	PUNCT
fis-3767	149	39	and	and	CCONJ
fis-3767	149	40	tmaz	tmaz	NOUN
fis-3767	149	41	.	.	PUNCT
fis-3767	150	1	it	it	PRON
fis-3767	150	2	has	have	AUX
fis-3767	150	3	been	be	AUX
fis-3767	150	4	noted	note	VERB
fis-3767	150	5	that	that	SCONJ
fis-3767	150	6	the	the	DET
fis-3767	150	7	particle	particle	NOUN
fis-3767	150	8	size	size	NOUN
fis-3767	150	9	in	in	ADP
fis-3767	150	10	haz	haz	PROPN
fis-3767	150	11	is	be	AUX
fis-3767	150	12	significantly	significantly	ADV
fis-3767	150	13	larger	large	ADJ
fis-3767	150	14	than	than	ADP
fis-3767	150	15	the	the	DET
fis-3767	150	16	grain	grain	NOUN
fis-3767	150	17	size	size	NOUN
fis-3767	150	18	of	of	ADP
fis-3767	150	19	the	the	DET
fis-3767	150	20	base	base	NOUN
fis-3767	150	21	substrate	substrate	NOUN
fis-3767	150	22	and	and	CCONJ
fis-3767	150	23	is	be	AUX
fis-3767	150	24	about	about	ADV
fis-3767	150	25	twice	twice	ADV
fis-3767	150	26	as	as	ADV
fis-3767	150	27	coarse	coarse	ADJ
fis-3767	150	28	as	as	ADP
fis-3767	150	29	the	the	DET
fis-3767	150	30	grain	grain	NOUN
fis-3767	150	31	size	size	NOUN
fis-3767	150	32	of	of	ADP
fis-3767	150	33	the	the	DET
fis-3767	150	34	base	base	NOUN
fis-3767	150	35	metal	metal	NOUN
fis-3767	150	36	as	as	SCONJ
fis-3767	150	37	observed	observe	VERB
fis-3767	150	38	from	from	ADP
fis-3767	150	39	fig	fig	NOUN
fis-3767	150	40	.	.	PUNCT
fis-3767	151	1	9	9	X
fis-3767	151	2	.	.	X
fis-3767	151	3	sample	sample	NOUN
fis-3767	151	4	1	1	NUM
fis-3767	151	5	sample	sample	NOUN
fis-3767	151	6	2	2	NUM
fis-3767	151	7	sample	sample	NOUN
fis-3767	151	8	3	3	NUM
fis-3767	151	9	sample	sample	NOUN
fis-3767	151	10	4	4	NUM
fis-3767	151	11	sample	sample	NOUN
fis-3767	151	12	5	5	NUM
fis-3767	151	13	sample	sample	NOUN
fis-3767	151	14	6	6	NUM
fis-3767	151	15	sample	sample	NOUN
fis-3767	151	16	7	7	NUM
fis-3767	151	17	sample	sample	NOUN
fis-3767	151	18	8	8	NUM
fis-3767	151	19	sample	sample	NOUN
fis-3767	151	20	9	9	NUM
fis-3767	151	21	figure	figure	NOUN
fis-3767	151	22	7	7	NUM
fis-3767	151	23	:	:	PUNCT
fis-3767	151	24	tmaz	tmaz	NOUN
fis-3767	151	25	microstructures	microstructure	NOUN
fis-3767	151	26	.	.	PUNCT
fis-3767	152	1	sample	sample	NOUN
fis-3767	152	2	1	1	NUM
fis-3767	152	3	sample	sample	NOUN
fis-3767	152	4	2	2	NUM
fis-3767	152	5	sample	sample	NOUN
fis-3767	152	6	3	3	NUM
fis-3767	152	7	a.	a.	PROPN
fis-3767	152	8	mishra	mishra	PROPN
fis-3767	152	9	et	et	PROPN
fis-3767	152	10	alii	alii	PROPN
fis-3767	152	11	,	,	PUNCT
fis-3767	152	12	frattura	frattura	PROPN
fis-3767	152	13	ed	ed	PROPN
fis-3767	152	14	integrità	integrità	PROPN
fis-3767	152	15	strutturale	strutturale	PROPN
fis-3767	152	16	,	,	PUNCT
fis-3767	152	17	62	62	NUM
fis-3767	152	18	(	(	PUNCT
fis-3767	152	19	2022	2022	NUM
fis-3767	152	20	)	)	PUNCT
fis-3767	152	21	448	448	NUM
fis-3767	152	22	-	-	SYM
fis-3767	152	23	459	459	NUM
fis-3767	152	24	;	;	PUNCT
fis-3767	152	25	doi	doi	NOUN
fis-3767	152	26	:	:	PUNCT
fis-3767	152	27	10.3221	10.3221	NUM
fis-3767	152	28	/	/	SYM
fis-3767	152	29	igf	igf	PROPN
fis-3767	152	30	-	-	PROPN
fis-3767	152	31	esis.62.31	esis.62.31	PROPN
fis-3767	152	32	455	455	NUM
fis-3767	152	33	sample	sample	NOUN
fis-3767	152	34	4	4	NUM
fis-3767	152	35	sample	sample	NOUN
fis-3767	152	36	5	5	NUM
fis-3767	152	37	sample	sample	NOUN
fis-3767	152	38	6	6	NUM
fis-3767	152	39	sample	sample	NOUN
fis-3767	152	40	7	7	NUM
fis-3767	152	41	sample	sample	NOUN
fis-3767	152	42	8	8	NUM
fis-3767	152	43	sample9	sample9	NOUN
fis-3767	152	44	figure	figure	NOUN
fis-3767	152	45	8	8	NUM
fis-3767	152	46	:	:	PUNCT
fis-3767	152	47	microstructure	microstructure	ADJ
fis-3767	152	48	images	image	NOUN
fis-3767	152	49	of	of	ADP
fis-3767	152	50	stir	stir	NOUN
fis-3767	152	51	zone	zone	NOUN
fis-3767	152	52	.	.	PUNCT
fis-3767	153	1	sample	sample	NOUN
fis-3767	153	2	1	1	NUM
fis-3767	153	3	sample	sample	NOUN
fis-3767	153	4	2	2	NUM
fis-3767	153	5	sample	sample	NOUN
fis-3767	153	6	3	3	NUM
fis-3767	153	7	sample	sample	NOUN
fis-3767	153	8	4	4	NUM
fis-3767	153	9	sample	sample	NOUN
fis-3767	153	10	5	5	NUM
fis-3767	153	11	sample	sample	NOUN
fis-3767	153	12	6	6	NUM
fis-3767	153	13	a.	a.	PROPN
fis-3767	153	14	mishra	mishra	PROPN
fis-3767	153	15	et	et	PROPN
fis-3767	153	16	alii	alii	PROPN
fis-3767	153	17	,	,	PUNCT
fis-3767	153	18	frattura	frattura	PROPN
fis-3767	153	19	ed	ed	PROPN
fis-3767	153	20	integrità	integrità	PROPN
fis-3767	153	21	strutturale	strutturale	PROPN
fis-3767	153	22	,	,	PUNCT
fis-3767	153	23	62	62	NUM
fis-3767	153	24	(	(	PUNCT
fis-3767	153	25	2022	2022	NUM
fis-3767	153	26	)	)	PUNCT
fis-3767	153	27	448	448	NUM
fis-3767	153	28	-	-	SYM
fis-3767	153	29	459	459	NUM
fis-3767	153	30	;	;	PUNCT
fis-3767	153	31	doi	doi	NOUN
fis-3767	153	32	:	:	PUNCT
fis-3767	153	33	10.3221	10.3221	NUM
fis-3767	153	34	/	/	SYM
fis-3767	153	35	igf	igf	PROPN
fis-3767	153	36	-	-	PROPN
fis-3767	153	37	esis.62.31	esis.62.31	PROPN
fis-3767	153	38	456	456	NUM
fis-3767	153	39	sample	sample	NOUN
fis-3767	153	40	7	7	NUM
fis-3767	153	41	sample	sample	NOUN
fis-3767	153	42	8	8	NUM
fis-3767	153	43	sample	sample	NOUN
fis-3767	153	44	9	9	NUM
fis-3767	153	45	figure	figure	NOUN
fis-3767	153	46	9	9	NUM
fis-3767	153	47	:	:	PUNCT
fis-3767	153	48	microstructure	microstructure	ADJ
fis-3767	153	49	images	image	NOUN
fis-3767	153	50	of	of	ADP
fis-3767	153	51	heat	heat	NOUN
fis-3767	153	52	affected	affect	VERB
fis-3767	153	53	zone	zone	NOUN
fis-3767	153	54	.	.	PUNCT
fis-3767	154	1	structural	structural	ADJ
fis-3767	154	2	stress	stress	NOUN
fis-3767	154	3	analysis	analysis	NOUN
fis-3767	154	4	the	the	DET
fis-3767	154	5	welds	weld	NOUN
fis-3767	154	6	'	'	PART
fis-3767	154	7	resistance	resistance	NOUN
fis-3767	154	8	to	to	ADP
fis-3767	154	9	structural	structural	ADJ
fis-3767	154	10	stress	stress	NOUN
fis-3767	154	11	was	be	AUX
fis-3767	154	12	evaluated	evaluate	VERB
fis-3767	154	13	.	.	PUNCT
fis-3767	155	1	this	this	PRON
fis-3767	155	2	required	require	VERB
fis-3767	155	3	taking	take	VERB
fis-3767	155	4	tensile	tensile	NOUN
fis-3767	155	5	samples	sample	NOUN
fis-3767	155	6	out	out	ADP
fis-3767	155	7	of	of	ADP
fis-3767	155	8	the	the	DET
fis-3767	155	9	welded	weld	VERB
fis-3767	155	10	joints	joint	NOUN
fis-3767	155	11	.	.	PUNCT
fis-3767	156	1	since	since	SCONJ
fis-3767	156	2	the	the	DET
fis-3767	156	3	attributes	attribute	NOUN
fis-3767	156	4	associated	associate	VERB
fis-3767	156	5	with	with	ADP
fis-3767	156	6	the	the	DET
fis-3767	156	7	various	various	ADJ
fis-3767	156	8	weld	weld	NOUN
fis-3767	156	9	locations	location	NOUN
fis-3767	156	10	vary	vary	VERB
fis-3767	156	11	most	most	ADV
fis-3767	156	12	in	in	ADP
fis-3767	156	13	the	the	DET
fis-3767	156	14	transverse	transverse	ADJ
fis-3767	156	15	plane	plane	NOUN
fis-3767	156	16	of	of	ADP
fis-3767	156	17	the	the	DET
fis-3767	156	18	fsws	fsws	ADJ
fis-3767	156	19	,	,	PUNCT
fis-3767	156	20	this	this	DET
fis-3767	156	21	direction	direction	NOUN
fis-3767	156	22	was	be	AUX
fis-3767	156	23	chosen	choose	VERB
fis-3767	156	24	for	for	ADP
fis-3767	156	25	research	research	NOUN
fis-3767	156	26	.	.	PUNCT
fis-3767	157	1	the	the	DET
fis-3767	157	2	degree	degree	NOUN
fis-3767	157	3	of	of	ADP
fis-3767	157	4	softening	softening	NOUN
fis-3767	157	5	and	and	CCONJ
fis-3767	157	6	recrystallization	recrystallization	NOUN
fis-3767	157	7	within	within	ADP
fis-3767	157	8	the	the	DET
fis-3767	157	9	weld	weld	NOUN
fis-3767	157	10	nugget	nugget	NOUN
fis-3767	157	11	will	will	AUX
fis-3767	157	12	be	be	AUX
fis-3767	157	13	partially	partially	ADV
fis-3767	157	14	revealed	reveal	VERB
fis-3767	157	15	by	by	ADP
fis-3767	157	16	the	the	DET
fis-3767	157	17	tensile	tensile	NOUN
fis-3767	157	18	test	test	NOUN
fis-3767	157	19	.	.	PUNCT
fis-3767	158	1	fig	fig	NOUN
fis-3767	158	2	.	.	PUNCT
fis-3767	159	1	10	10	NUM
fis-3767	159	2	shows	show	VERB
fis-3767	159	3	the	the	DET
fis-3767	159	4	obtained	obtain	VERB
fis-3767	159	5	stress	stress	NOUN
fis-3767	159	6	strain	strain	NOUN
fis-3767	159	7	curves	curve	NOUN
fis-3767	159	8	for	for	ADP
fis-3767	159	9	the	the	DET
fis-3767	159	10	weld	weld	NOUN
fis-3767	159	11	specimens	specimen	NOUN
fis-3767	159	12	.	.	PUNCT
fis-3767	160	1	according	accord	VERB
fis-3767	160	2	to	to	ADP
fis-3767	160	3	astm	astm	PROPN
fis-3767	160	4	requirements	requirement	NOUN
fis-3767	160	5	,	,	PUNCT
fis-3767	160	6	the	the	DET
fis-3767	160	7	load	load	NOUN
fis-3767	160	8	was	be	AUX
fis-3767	160	9	applied	apply	VERB
fis-3767	160	10	at	at	ADP
fis-3767	160	11	a	a	DET
fis-3767	160	12	steady	steady	ADJ
fis-3767	160	13	rate	rate	NOUN
fis-3767	160	14	of	of	ADP
fis-3767	160	15	1.5	1.5	NUM
fis-3767	160	16	kn	kn	PROPN
fis-3767	160	17	/	/	SYM
fis-3767	160	18	min	min	PROPN
fis-3767	160	19	,	,	PUNCT
fis-3767	160	20	causing	cause	VERB
fis-3767	160	21	the	the	DET
fis-3767	160	22	tensile	tensile	NOUN
fis-3767	160	23	specimen	speciman	NOUN
fis-3767	160	24	to	to	PART
fis-3767	160	25	deform	deform	VERB
fis-3767	160	26	.	.	PUNCT
fis-3767	161	1	after	after	ADP
fis-3767	161	2	necking	neck	VERB
fis-3767	161	3	and	and	CCONJ
fis-3767	161	4	recording	record	VERB
fis-3767	161	5	the	the	DET
fis-3767	161	6	load	load	NOUN
fis-3767	161	7	versus	versus	ADP
fis-3767	161	8	displacement	displacement	NOUN
fis-3767	161	9	,	,	PUNCT
fis-3767	161	10	the	the	DET
fis-3767	161	11	specimen	speciman	NOUN
fis-3767	161	12	ultimately	ultimately	ADV
fis-3767	161	13	fails	fail	VERB
fis-3767	161	14	.	.	PUNCT
fis-3767	162	1	a.	a.	PROPN
fis-3767	162	2	mishra	mishra	PROPN
fis-3767	162	3	et	et	PROPN
fis-3767	162	4	alii	alii	PROPN
fis-3767	162	5	,	,	PUNCT
fis-3767	162	6	frattura	frattura	PROPN
fis-3767	162	7	ed	ed	PROPN
fis-3767	162	8	integrità	integrità	PROPN
fis-3767	162	9	strutturale	strutturale	PROPN
fis-3767	162	10	,	,	PUNCT
fis-3767	162	11	62	62	NUM
fis-3767	162	12	(	(	PUNCT
fis-3767	162	13	2022	2022	NUM
fis-3767	162	14	)	)	PUNCT
fis-3767	162	15	448	448	NUM
fis-3767	162	16	-	-	SYM
fis-3767	162	17	459	459	NUM
fis-3767	162	18	;	;	PUNCT
fis-3767	162	19	doi	doi	NOUN
fis-3767	162	20	:	:	PUNCT
fis-3767	162	21	10.3221	10.3221	NUM
fis-3767	162	22	/	/	SYM
fis-3767	162	23	igf	igf	PROPN
fis-3767	162	24	-	-	PROPN
fis-3767	162	25	esis.62.31	esis.62.31	PROPN
fis-3767	162	26	457	457	NUM
fis-3767	162	27	figure	figure	NOUN
fis-3767	162	28	10	10	NUM
fis-3767	162	29	:	:	PUNCT
fis-3767	162	30	structural	structural	ADJ
fis-3767	162	31	stress	stress	NOUN
fis-3767	162	32	-	-	PUNCT
fis-3767	162	33	strain	strain	NOUN
fis-3767	162	34	properties	property	NOUN
fis-3767	162	35	.	.	PUNCT
fis-3767	163	1	figure	figure	VERB
fis-3767	163	2	11	11	NUM
fis-3767	163	3	:	:	PUNCT
fis-3767	163	4	feature	feature	NOUN
fis-3767	163	5	importance	importance	NOUN
fis-3767	163	6	results	result	NOUN
fis-3767	163	7	.	.	PUNCT
fis-3767	164	1	a.	a.	PROPN
fis-3767	164	2	mishra	mishra	PROPN
fis-3767	164	3	et	et	PROPN
fis-3767	164	4	alii	alii	PROPN
fis-3767	164	5	,	,	PUNCT
fis-3767	164	6	frattura	frattura	PROPN
fis-3767	164	7	ed	ed	PROPN
fis-3767	164	8	integrità	integrità	PROPN
fis-3767	164	9	strutturale	strutturale	PROPN
fis-3767	164	10	,	,	PUNCT
fis-3767	164	11	62	62	NUM
fis-3767	164	12	(	(	PUNCT
fis-3767	164	13	2022	2022	NUM
fis-3767	164	14	)	)	PUNCT
fis-3767	164	15	448	448	NUM
fis-3767	164	16	-	-	SYM
fis-3767	164	17	459	459	NUM
fis-3767	164	18	;	;	PUNCT
fis-3767	164	19	doi	doi	NOUN
fis-3767	164	20	:	:	PUNCT
fis-3767	164	21	10.3221	10.3221	NUM
fis-3767	164	22	/	/	SYM
fis-3767	164	23	igf	igf	PROPN
fis-3767	164	24	-	-	PROPN
fis-3767	164	25	esis.62.31	esis.62.31	NOUN
fis-3767	164	26	458	458	NUM
fis-3767	164	27	optimization	optimization	NOUN
fis-3767	164	28	analysis	analysis	NOUN
fis-3767	164	29	the	the	DET
fis-3767	164	30	results	result	NOUN
fis-3767	164	31	of	of	ADP
fis-3767	164	32	the	the	DET
fis-3767	164	33	acquired	acquire	VERB
fis-3767	164	34	feature	feature	NOUN
fis-3767	164	35	importance	importance	NOUN
fis-3767	164	36	analysis	analysis	NOUN
fis-3767	164	37	are	be	AUX
fis-3767	164	38	shown	show	VERB
fis-3767	164	39	in	in	ADP
fis-3767	164	40	fig	fig	NOUN
fis-3767	164	41	.	.	PUNCT
fis-3767	165	1	11	11	NUM
fis-3767	165	2	,	,	PUNCT
fis-3767	165	3	and	and	CCONJ
fis-3767	165	4	it	it	PRON
fis-3767	165	5	can	can	AUX
fis-3767	165	6	be	be	AUX
fis-3767	165	7	seen	see	VERB
fis-3767	165	8	that	that	SCONJ
fis-3767	165	9	the	the	DET
fis-3767	165	10	output	output	NOUN
fis-3767	165	11	parameter	parameter	NOUN
fis-3767	165	12	is	be	AUX
fis-3767	165	13	highly	highly	ADV
fis-3767	165	14	dependent	dependent	ADJ
fis-3767	165	15	on	on	ADP
fis-3767	165	16	the	the	DET
fis-3767	165	17	tool	tool	NOUN
fis-3767	165	18	traverse	traverse	VERB
fis-3767	165	19	speed	speed	NOUN
fis-3767	165	20	(	(	PUNCT
fis-3767	165	21	mm	mm	NOUN
fis-3767	165	22	/	/	SYM
fis-3767	165	23	min	min	NOUN
fis-3767	165	24	)	)	PUNCT
fis-3767	165	25	which	which	PRON
fis-3767	165	26	is	be	AUX
fis-3767	165	27	followed	follow	VERB
fis-3767	165	28	by	by	ADP
fis-3767	165	29	the	the	DET
fis-3767	165	30	plunge	plunge	NOUN
fis-3767	165	31	depth	depth	NOUN
fis-3767	165	32	.	.	PUNCT
fis-3767	166	1	the	the	DET
fis-3767	166	2	high	high	ADJ
fis-3767	166	3	dependence	dependence	NOUN
fis-3767	166	4	of	of	ADP
fis-3767	166	5	ultimate	ultimate	ADJ
fis-3767	166	6	tensile	tensile	NOUN
fis-3767	166	7	strength	strength	NOUN
fis-3767	166	8	of	of	ADP
fis-3767	166	9	the	the	DET
fis-3767	166	10	friction	friction	NOUN
fis-3767	166	11	stir	stir	NOUN
fis-3767	166	12	welded	weld	VERB
fis-3767	166	13	joints	joint	NOUN
fis-3767	166	14	on	on	ADP
fis-3767	166	15	the	the	DET
fis-3767	166	16	tool	tool	NOUN
fis-3767	166	17	traverse	traverse	NOUN
fis-3767	166	18	speed	speed	NOUN
fis-3767	166	19	can	can	AUX
fis-3767	166	20	be	be	AUX
fis-3767	166	21	verified	verify	VERB
fis-3767	166	22	from	from	ADP
fis-3767	166	23	the	the	DET
fis-3767	166	24	ramachandran	ramachandran	PROPN
fis-3767	166	25	et	et	PROPN
fis-3767	166	26	al	al	PROPN
fis-3767	166	27	.	.	PUNCT
fis-3767	167	1	[	[	X
fis-3767	167	2	26	26	NUM
fis-3767	167	3	]	]	PUNCT
fis-3767	167	4	study	study	NOUN
fis-3767	167	5	work	work	NOUN
fis-3767	167	6	.	.	PUNCT
fis-3767	168	1	the	the	DET
fis-3767	168	2	obtained	obtain	VERB
fis-3767	168	3	optimized	optimize	VERB
fis-3767	168	4	results	result	NOUN
fis-3767	168	5	are	be	AUX
fis-3767	168	6	indicated	indicate	VERB
fis-3767	168	7	in	in	ADP
fis-3767	168	8	tab	tab	NOUN
fis-3767	168	9	.	.	PUNCT
fis-3767	169	1	4	4	X
fis-3767	169	2	.	.	X
fis-3767	169	3	algorithms	algorithm	NOUN
fis-3767	169	4	tool	tool	NOUN
fis-3767	169	5	traverse	traverse	VERB
fis-3767	169	6	speed	speed	NOUN
fis-3767	169	7	(	(	PUNCT
fis-3767	169	8	mm	mm	NOUN
fis-3767	169	9	/	/	SYM
fis-3767	169	10	min	min	NOUN
fis-3767	169	11	)	)	PUNCT
fis-3767	169	12	tool	tool	NOUN
fis-3767	169	13	spindle	spindle	NOUN
fis-3767	169	14	speed	speed	NOUN
fis-3767	169	15	(	(	PUNCT
fis-3767	169	16	rpm	rpm	NOUN
fis-3767	169	17	)	)	PUNCT
fis-3767	169	18	plunge	plunge	NOUN
fis-3767	169	19	depth	depth	NOUN
fis-3767	169	20	(	(	PUNCT
fis-3767	169	21	mm	mm	NOUN
fis-3767	169	22	)	)	PUNCT
fis-3767	169	23	ultimate	ultimate	ADJ
fis-3767	169	24	tensile	tensile	NOUN
fis-3767	169	25	strength	strength	NOUN
fis-3767	169	26	(	(	PUNCT
fis-3767	169	27	mpa	mpa	NOUN
fis-3767	169	28	)	)	PUNCT
fis-3767	169	29	differential	differential	NOUN
fis-3767	169	30	evolution	evolution	NOUN
fis-3767	169	31	52.75	52.75	NUM
fis-3767	169	32	1124.21	1124.21	NUM
fis-3767	169	33	0.29	0.29	NUM
fis-3767	169	34	184.87	184.87	NUM
fis-3767	169	35	max	max	PROPN
fis-3767	169	36	lipo	lipo	NOUN
fis-3767	169	37	54.25	54.25	NUM
fis-3767	169	38	1175.30	1175.30	NUM
fis-3767	169	39	0.29	0.29	NUM
fis-3767	169	40	183.94	183.94	NUM
fis-3767	169	41	table	table	NOUN
fis-3767	169	42	4	4	NUM
fis-3767	169	43	:	:	PUNCT
fis-3767	169	44	obtained	obtain	VERB
fis-3767	169	45	optimized	optimize	VERB
fis-3767	169	46	results	result	NOUN
fis-3767	169	47	differential	differential	VERB
fis-3767	169	48	evolution	evolution	NOUN
fis-3767	169	49	(	(	PUNCT
fis-3767	169	50	de	de	ADJ
fis-3767	169	51	)	)	PUNCT
fis-3767	169	52	,	,	PUNCT
fis-3767	169	53	a	a	DET
fis-3767	169	54	population	population	NOUN
fis-3767	169	55	-	-	PUNCT
fis-3767	169	56	based	base	VERB
fis-3767	169	57	metaheuristic	metaheuristic	ADJ
fis-3767	169	58	search	search	NOUN
fis-3767	169	59	method	method	NOUN
fis-3767	169	60	,	,	PUNCT
fis-3767	169	61	optimizes	optimize	VERB
fis-3767	169	62	a	a	DET
fis-3767	169	63	problem	problem	NOUN
fis-3767	169	64	by	by	ADP
fis-3767	169	65	repeatedly	repeatedly	ADV
fis-3767	169	66	developing	develop	VERB
fis-3767	169	67	a	a	DET
fis-3767	169	68	potential	potential	ADJ
fis-3767	169	69	solution	solution	NOUN
fis-3767	169	70	based	base	VERB
fis-3767	169	71	on	on	ADP
fis-3767	169	72	an	an	DET
fis-3767	169	73	evolutionary	evolutionary	ADJ
fis-3767	169	74	process	process	NOUN
fis-3767	169	75	,	,	PUNCT
fis-3767	169	76	it	it	PRON
fis-3767	169	77	is	be	AUX
fis-3767	169	78	observed	observe	VERB
fis-3767	169	79	.	.	PUNCT
fis-3767	170	1	such	such	ADJ
fis-3767	170	2	algorithms	algorithm	NOUN
fis-3767	170	3	can	can	AUX
fis-3767	170	4	swiftly	swiftly	ADV
fis-3767	170	5	explore	explore	VERB
fis-3767	170	6	very	very	ADV
fis-3767	170	7	large	large	ADJ
fis-3767	170	8	design	design	NOUN
fis-3767	170	9	spaces	space	NOUN
fis-3767	170	10	and	and	CCONJ
fis-3767	170	11	make	make	VERB
fis-3767	170	12	few	few	ADJ
fis-3767	170	13	,	,	PUNCT
fis-3767	170	14	if	if	SCONJ
fis-3767	170	15	any	any	PRON
fis-3767	170	16	,	,	PUNCT
fis-3767	170	17	assumptions	assumption	NOUN
fis-3767	170	18	about	about	ADP
fis-3767	170	19	the	the	DET
fis-3767	170	20	underlying	underlie	VERB
fis-3767	170	21	optimization	optimization	NOUN
fis-3767	170	22	problem	problem	NOUN
fis-3767	170	23	.	.	PUNCT
fis-3767	171	1	de	de	VERB
fis-3767	171	2	employs	employ	VERB
fis-3767	171	3	a	a	DET
fis-3767	171	4	heuristic	heuristic	NOUN
fis-3767	171	5	,	,	PUNCT
fis-3767	171	6	just	just	ADV
fis-3767	171	7	like	like	ADP
fis-3767	171	8	all	all	DET
fis-3767	171	9	evolutionary	evolutionary	ADJ
fis-3767	171	10	algorithms	algorithm	NOUN
fis-3767	171	11	,	,	PUNCT
fis-3767	171	12	hence	hence	ADV
fis-3767	171	13	my	my	PRON
fis-3767	171	14	explanation	explanation	NOUN
fis-3767	171	15	will	will	AUX
fis-3767	171	16	be	be	AUX
fis-3767	171	17	a	a	DET
fis-3767	171	18	little	little	ADJ
fis-3767	171	19	flimsy	flimsy	ADJ
fis-3767	171	20	.	.	PUNCT
fis-3767	172	1	like	like	ADP
fis-3767	172	2	any	any	DET
fis-3767	172	3	evolutionary	evolutionary	ADJ
fis-3767	172	4	algorithms	algorithm	NOUN
fis-3767	172	5	,	,	PUNCT
fis-3767	172	6	de	de	X
fis-3767	172	7	aims	aim	VERB
fis-3767	172	8	to	to	PART
fis-3767	172	9	conduct	conduct	VERB
fis-3767	172	10	a	a	DET
fis-3767	172	11	random	random	ADJ
fis-3767	172	12	search	search	NOUN
fis-3767	172	13	that	that	PRON
fis-3767	172	14	is	be	AUX
fis-3767	172	15	n't	not	PART
fis-3767	172	16	too	too	ADV
fis-3767	172	17	arbitrary	arbitrary	ADJ
fis-3767	172	18	.	.	PUNCT
fis-3767	173	1	the	the	DET
fis-3767	173	2	mutation	mutation	NOUN
fis-3767	173	3	operator	operator	NOUN
fis-3767	173	4	in	in	ADP
fis-3767	173	5	de	de	X
fis-3767	173	6	first	first	ADV
fis-3767	173	7	evaluates	evaluate	VERB
fis-3767	173	8	the	the	DET
fis-3767	173	9	vector	vector	NOUN
fis-3767	173	10	between	between	ADP
fis-3767	173	11	two	two	NUM
fis-3767	173	12	randomly	randomly	ADV
fis-3767	173	13	chosen	choose	VERB
fis-3767	173	14	population	population	NOUN
fis-3767	173	15	members	member	NOUN
fis-3767	173	16	,	,	PUNCT
fis-3767	173	17	after	after	ADP
fis-3767	173	18	which	which	PRON
fis-3767	173	19	it	it	PRON
fis-3767	173	20	adds	add	VERB
fis-3767	173	21	that	that	SCONJ
fis-3767	173	22	vector	vector	NOUN
fis-3767	173	23	to	to	ADP
fis-3767	173	24	a	a	DET
fis-3767	173	25	third	third	ADJ
fis-3767	173	26	randomly	randomly	ADV
fis-3767	173	27	chosen	choose	VERB
fis-3767	173	28	population	population	NOUN
fis-3767	173	29	member	member	NOUN
fis-3767	173	30	.	.	PUNCT
fis-3767	174	1	this	this	PRON
fis-3767	174	2	works	work	VERB
fis-3767	174	3	well	well	ADV
fis-3767	174	4	since	since	SCONJ
fis-3767	174	5	it	it	PRON
fis-3767	174	6	makes	make	VERB
fis-3767	174	7	use	use	NOUN
fis-3767	174	8	of	of	ADP
fis-3767	174	9	the	the	DET
fis-3767	174	10	current	current	ADJ
fis-3767	174	11	population	population	NOUN
fis-3767	174	12	to	to	PART
fis-3767	174	13	determine	determine	VERB
fis-3767	174	14	the	the	DET
fis-3767	174	15	size	size	NOUN
fis-3767	174	16	and	and	CCONJ
fis-3767	174	17	direction	direction	NOUN
fis-3767	174	18	of	of	ADP
fis-3767	174	19	the	the	DET
fis-3767	174	20	step	step	NOUN
fis-3767	174	21	to	to	PART
fis-3767	174	22	be	be	AUX
fis-3767	174	23	taken	take	VERB
fis-3767	174	24	.	.	PUNCT
fis-3767	175	1	it	it	PRON
fis-3767	175	2	is	be	AUX
fis-3767	175	3	fair	fair	ADJ
fis-3767	175	4	to	to	PART
fis-3767	175	5	take	take	VERB
fis-3767	175	6	large	large	ADJ
fis-3767	175	7	steps	step	NOUN
fis-3767	175	8	when	when	SCONJ
fis-3767	175	9	the	the	DET
fis-3767	175	10	population	population	NOUN
fis-3767	175	11	is	be	AUX
fis-3767	175	12	spread	spread	VERB
fis-3767	175	13	;	;	PUNCT
fis-3767	175	14	nevertheless	nevertheless	ADV
fis-3767	175	15	,	,	PUNCT
fis-3767	175	16	it	it	PRON
fis-3767	175	17	is	be	AUX
fis-3767	175	18	reasonable	reasonable	ADJ
fis-3767	175	19	to	to	PART
fis-3767	175	20	take	take	VERB
fis-3767	175	21	tiny	tiny	ADJ
fis-3767	175	22	steps	step	NOUN
fis-3767	175	23	when	when	SCONJ
fis-3767	175	24	the	the	DET
fis-3767	175	25	population	population	NOUN
fis-3767	175	26	is	be	AUX
fis-3767	175	27	densely	densely	ADV
fis-3767	175	28	populated	populated	ADJ
fis-3767	175	29	.	.	PUNCT
fis-3767	176	1	conclusion	conclusion	NOUN
fis-3767	176	2	n	n	ADP
fis-3767	176	3	the	the	DET
fis-3767	176	4	present	present	ADJ
fis-3767	176	5	work	work	NOUN
fis-3767	176	6	,	,	PUNCT
fis-3767	176	7	similar	similar	ADJ
fis-3767	176	8	joints	joint	NOUN
fis-3767	176	9	of	of	ADP
fis-3767	176	10	aa6262	aa6262	ADJ
fis-3767	176	11	alloys	alloy	NOUN
fis-3767	176	12	were	be	AUX
fis-3767	176	13	joined	join	VERB
fis-3767	176	14	by	by	ADP
fis-3767	176	15	friction	friction	NOUN
fis-3767	176	16	stir	stir	NOUN
fis-3767	176	17	welding	welding	NOUN
fis-3767	176	18	process	process	NOUN
fis-3767	176	19	.	.	PUNCT
fis-3767	177	1	the	the	DET
fis-3767	177	2	present	present	ADJ
fis-3767	177	3	work	work	NOUN
fis-3767	177	4	carried	carry	VERB
fis-3767	177	5	out	out	ADP
fis-3767	177	6	the	the	DET
fis-3767	177	7	implementation	implementation	NOUN
fis-3767	177	8	of	of	ADP
fis-3767	177	9	the	the	DET
fis-3767	177	10	bio	bio	NOUN
fis-3767	177	11	-	-	PUNCT
fis-3767	177	12	inspired	inspire	VERB
fis-3767	177	13	artificial	artificial	ADJ
fis-3767	177	14	intelligence	intelligence	NOUN
fis-3767	177	15	algorithm	algorithm	NOUN
fis-3767	177	16	on	on	ADP
fis-3767	177	17	the	the	DET
fis-3767	177	18	experimental	experimental	ADJ
fis-3767	177	19	dataset	dataset	NOUN
fis-3767	177	20	successfully	successfully	ADV
fis-3767	177	21	.	.	PUNCT
fis-3767	178	1	following	follow	VERB
fis-3767	178	2	conclusions	conclusion	NOUN
fis-3767	178	3	are	be	AUX
fis-3767	178	4	made	make	VERB
fis-3767	178	5	:	:	PUNCT
fis-3767	178	6			NOUN
fis-3767	178	7	from	from	ADP
fis-3767	178	8	feature	feature	NOUN
fis-3767	178	9	importance	importance	NOUN
fis-3767	178	10	results	result	NOUN
fis-3767	178	11	it	it	PRON
fis-3767	178	12	is	be	AUX
fis-3767	178	13	observed	observe	VERB
fis-3767	178	14	that	that	SCONJ
fis-3767	178	15	the	the	DET
fis-3767	178	16	tool	tool	NOUN
fis-3767	178	17	traverse	traverse	VERB
fis-3767	178	18	speed	speed	NOUN
fis-3767	178	19	(	(	PUNCT
fis-3767	178	20	mm	mm	NOUN
fis-3767	178	21	/	/	SYM
fis-3767	178	22	min	min	NOUN
fis-3767	178	23	)	)	PUNCT
fis-3767	178	24	has	have	VERB
fis-3767	178	25	highest	high	ADJ
fis-3767	178	26	impact	impact	NOUN
fis-3767	178	27	on	on	ADP
fis-3767	178	28	the	the	DET
fis-3767	178	29	output	output	NOUN
fis-3767	178	30	parameter	parameter	NOUN
fis-3767	178	31	i.e.	i.e.	ADV
fis-3767	178	32	,	,	PUNCT
fis-3767	178	33	ultimate	ultimate	ADJ
fis-3767	178	34	tensile	tensile	NOUN
fis-3767	178	35	strength	strength	NOUN
fis-3767	178	36	(	(	PUNCT
fis-3767	178	37	mpa	mpa	PROPN
fis-3767	178	38	)	)	PUNCT
fis-3767	178	39	.	.	PUNCT
fis-3767	179	1			X
fis-3767	180	1	the	the	DET
fis-3767	180	2	elongated	elongate	VERB
fis-3767	180	3	and	and	CCONJ
fis-3767	180	4	bigger	big	ADJ
fis-3767	180	5	grains	grain	NOUN
fis-3767	180	6	,	,	PUNCT
fis-3767	180	7	which	which	PRON
fis-3767	180	8	are	be	AUX
fis-3767	180	9	thermally	thermally	ADV
fis-3767	180	10	impacted	impact	VERB
fis-3767	180	11	by	by	ADP
fis-3767	180	12	heat	heat	NOUN
fis-3767	180	13	and	and	CCONJ
fis-3767	180	14	rotating	rotate	VERB
fis-3767	180	15	pin	pin	NOUN
fis-3767	180	16	,	,	PUNCT
fis-3767	180	17	are	be	AUX
fis-3767	180	18	seen	see	VERB
fis-3767	180	19	in	in	ADP
fis-3767	180	20	the	the	DET
fis-3767	180	21	tmaz	tmaz	NOUN
fis-3767	180	22	microstructure	microstructure	NOUN
fis-3767	180	23	images	image	NOUN
fis-3767	180	24	.	.	PUNCT
fis-3767	181	1			PRON
fis-3767	181	2	due	due	ADP
fis-3767	181	3	to	to	ADP
fis-3767	181	4	dynamic	dynamic	ADJ
fis-3767	181	5	recrystallization	recrystallization	NOUN
fis-3767	181	6	caused	cause	VERB
fis-3767	181	7	by	by	ADP
fis-3767	181	8	friction	friction	NOUN
fis-3767	181	9	stir	stir	NOUN
fis-3767	181	10	welding	welding	NOUN
fis-3767	181	11	,	,	PUNCT
fis-3767	181	12	the	the	DET
fis-3767	181	13	stir	stir	NOUN
fis-3767	181	14	zone	zone	NOUN
fis-3767	181	15	is	be	AUX
fis-3767	181	16	characterized	characterize	VERB
fis-3767	181	17	by	by	ADP
fis-3767	181	18	extremely	extremely	ADV
fis-3767	181	19	small	small	ADJ
fis-3767	181	20	,	,	PUNCT
fis-3767	181	21	equi	equi	NOUN
fis-3767	181	22	-	-	PUNCT
fis-3767	181	23	axed	axe	VERB
fis-3767	181	24	grains	grain	NOUN
fis-3767	181	25	that	that	PRON
fis-3767	181	26	are	be	AUX
fis-3767	181	27	far	far	ADV
fis-3767	181	28	smaller	small	ADJ
fis-3767	181	29	than	than	ADP
fis-3767	181	30	those	those	PRON
fis-3767	181	31	seen	see	VERB
fis-3767	181	32	in	in	ADP
fis-3767	181	33	the	the	DET
fis-3767	181	34	heat	heat	NOUN
fis-3767	181	35	affected	affect	VERB
fis-3767	181	36	zone	zone	NOUN
fis-3767	181	37	(	(	PUNCT
fis-3767	181	38	haz	haz	PROPN
fis-3767	181	39	)	)	PUNCT
fis-3767	181	40	and	and	CCONJ
fis-3767	181	41	tmaz	tmaz	NOUN
fis-3767	181	42	.	.	PUNCT
fis-3767	182	1			PRON
fis-3767	183	1	it	it	PRON
fis-3767	183	2	has	have	AUX
fis-3767	183	3	been	be	AUX
fis-3767	183	4	noted	note	VERB
fis-3767	183	5	that	that	SCONJ
fis-3767	183	6	the	the	DET
fis-3767	183	7	particle	particle	NOUN
fis-3767	183	8	size	size	NOUN
fis-3767	183	9	in	in	ADP
fis-3767	183	10	haz	haz	PROPN
fis-3767	183	11	is	be	AUX
fis-3767	183	12	significantly	significantly	ADV
fis-3767	183	13	larger	large	ADJ
fis-3767	183	14	than	than	ADP
fis-3767	183	15	the	the	DET
fis-3767	183	16	grain	grain	NOUN
fis-3767	183	17	size	size	NOUN
fis-3767	183	18	of	of	ADP
fis-3767	183	19	the	the	DET
fis-3767	183	20	base	base	NOUN
fis-3767	183	21	substrate	substrate	NOUN
fis-3767	183	22	and	and	CCONJ
fis-3767	183	23	is	be	AUX
fis-3767	183	24	about	about	ADV
fis-3767	183	25	twice	twice	ADV
fis-3767	183	26	as	as	ADV
fis-3767	183	27	coarse	coarse	ADJ
fis-3767	183	28	as	as	ADP
fis-3767	183	29	the	the	DET
fis-3767	183	30	grain	grain	NOUN
fis-3767	183	31	size	size	NOUN
fis-3767	183	32	of	of	ADP
fis-3767	183	33	the	the	DET
fis-3767	183	34	base	base	NOUN
fis-3767	183	35	metal	metal	NOUN
fis-3767	183	36	.	.	PUNCT
fis-3767	184	1			X
fis-3767	185	1	the	the	DET
fis-3767	185	2	future	future	ADJ
fis-3767	185	3	scope	scope	NOUN
fis-3767	185	4	of	of	ADP
fis-3767	185	5	the	the	DET
fis-3767	185	6	work	work	NOUN
fis-3767	185	7	is	be	AUX
fis-3767	185	8	to	to	PART
fis-3767	185	9	compare	compare	VERB
fis-3767	185	10	the	the	DET
fis-3767	185	11	results	result	NOUN
fis-3767	185	12	with	with	ADP
fis-3767	185	13	the	the	DET
fis-3767	185	14	results	result	NOUN
fis-3767	185	15	of	of	ADP
fis-3767	185	16	other	other	ADJ
fis-3767	185	17	bio	bio	ADJ
fis-3767	185	18	-	-	PUNCT
fis-3767	185	19	inspired	inspire	VERB
fis-3767	185	20	algorithms	algorithm	NOUN
fis-3767	185	21	and	and	CCONJ
fis-3767	185	22	to	to	PART
fis-3767	185	23	conclude	conclude	VERB
fis-3767	185	24	which	which	PRON
fis-3767	185	25	of	of	ADP
fis-3767	185	26	the	the	DET
fis-3767	185	27	algorithm	algorithm	NOUN
fis-3767	185	28	is	be	AUX
fis-3767	185	29	best	good	ADJ
fis-3767	185	30	for	for	ADP
fis-3767	185	31	the	the	DET
fis-3767	185	32	investigation	investigation	NOUN
fis-3767	185	33	.	.	PUNCT
fis-3767	186	1	references	reference	NOUN
fis-3767	186	2	[	[	X
fis-3767	186	3	1	1	NUM
fis-3767	186	4	]	]	PUNCT
fis-3767	186	5	heidarzadeh	heidarzadeh	NOUN
fis-3767	186	6	,	,	PUNCT
fis-3767	186	7	a.	a.	NOUN
fis-3767	186	8	,	,	PUNCT
fis-3767	186	9	mironov	mironov	PROPN
fis-3767	186	10	,	,	PUNCT
fis-3767	186	11	s.	s.	PROPN
fis-3767	186	12	,	,	PUNCT
fis-3767	186	13	kaibyshev	kaibyshev	PROPN
fis-3767	186	14	,	,	PUNCT
fis-3767	186	15	r.	r.	PROPN
fis-3767	186	16	,	,	PUNCT
fis-3767	186	17	çam	çam	PROPN
fis-3767	186	18	,	,	PUNCT
fis-3767	186	19	g.	g.	PROPN
fis-3767	186	20	,	,	PUNCT
fis-3767	186	21	simar	simar	PROPN
fis-3767	186	22	,	,	PUNCT
fis-3767	186	23	a.	a.	NOUN
fis-3767	186	24	,	,	PUNCT
fis-3767	186	25	gerlich	gerlich	PROPN
fis-3767	186	26	,	,	PUNCT
fis-3767	186	27	a.	a.	PROPN
fis-3767	186	28	,	,	PUNCT
fis-3767	186	29	khodabakhshi	khodabakhshi	PROPN
fis-3767	186	30	,	,	PUNCT
fis-3767	186	31	f.	f.	PROPN
fis-3767	186	32	,	,	PUNCT
fis-3767	186	33	mostafaei	mostafaei	PROPN
fis-3767	186	34	,	,	PUNCT
fis-3767	186	35	a.	a.	NOUN
fis-3767	186	36	,	,	PUNCT
fis-3767	186	37	field	field	NOUN
fis-3767	186	38	,	,	PUNCT
fis-3767	186	39	d.p	d.p	PROPN
fis-3767	186	40	.	.	PROPN
fis-3767	186	41	,	,	PUNCT
fis-3767	186	42	robson	robson	PROPN
fis-3767	186	43	,	,	PUNCT
fis-3767	186	44	j.d	j.d	PROPN
fis-3767	186	45	.	.	PROPN
fis-3767	186	46	and	and	CCONJ
fis-3767	186	47	deschamps	deschamps	PROPN
fis-3767	186	48	,	,	PUNCT
fis-3767	186	49	a.	a.	NOUN
fis-3767	186	50	,	,	PUNCT
fis-3767	186	51	(	(	PUNCT
fis-3767	186	52	2021	2021	NUM
fis-3767	186	53	)	)	PUNCT
fis-3767	186	54	.	.	PUNCT
fis-3767	187	1	friction	friction	NOUN
fis-3767	187	2	stir	stir	VERB
fis-3767	187	3	welding	welding	NOUN
fis-3767	187	4	/	/	SYM
fis-3767	187	5	processing	processing	NOUN
fis-3767	187	6	of	of	ADP
fis-3767	187	7	metals	metal	NOUN
fis-3767	187	8	and	and	CCONJ
fis-3767	187	9	alloys	alloy	NOUN
fis-3767	187	10	:	:	PUNCT
fis-3767	187	11	a	a	DET
fis-3767	187	12	comprehensive	comprehensive	ADJ
fis-3767	187	13	review	review	NOUN
fis-3767	187	14	on	on	ADP
fis-3767	187	15	microstructural	microstructural	ADJ
fis-3767	187	16	evolution	evolution	NOUN
fis-3767	187	17	.	.	PUNCT
fis-3767	188	1	progress	progress	NOUN
fis-3767	188	2	in	in	ADP
fis-3767	188	3	materials	material	NOUN
fis-3767	188	4	science	science	NOUN
fis-3767	188	5	,	,	PUNCT
fis-3767	188	6	117	117	NUM
fis-3767	188	7	,	,	PUNCT
fis-3767	188	8	p.100752	p.100752	PROPN
fis-3767	188	9	.	.	PUNCT
fis-3767	189	1	[	[	X
fis-3767	189	2	2	2	X
fis-3767	189	3	]	]	X
fis-3767	189	4	kumar	kumar	PROPN
fis-3767	189	5	rajak	rajak	PROPN
fis-3767	189	6	,	,	PUNCT
fis-3767	189	7	d.	d.	PROPN
fis-3767	189	8	,	,	PUNCT
fis-3767	189	9	pagar	pagar	PROPN
fis-3767	189	10	,	,	PUNCT
fis-3767	189	11	d.d	d.d	PROPN
fis-3767	189	12	.	.	PROPN
fis-3767	189	13	,	,	PUNCT
fis-3767	189	14	menezes	menezes	PROPN
fis-3767	189	15	,	,	PUNCT
fis-3767	189	16	p.l	p.l	PROPN
fis-3767	189	17	.	.	PROPN
fis-3767	189	18	and	and	CCONJ
fis-3767	189	19	eyvazian	eyvazian	PROPN
fis-3767	189	20	,	,	PUNCT
fis-3767	189	21	a.	a.	NOUN
fis-3767	189	22	,	,	PUNCT
fis-3767	189	23	(	(	PUNCT
fis-3767	189	24	2020	2020	NUM
fis-3767	189	25	)	)	PUNCT
fis-3767	189	26	.	.	PUNCT
fis-3767	190	1	friction	friction	NOUN
fis-3767	190	2	-	-	PUNCT
fis-3767	190	3	based	base	VERB
fis-3767	190	4	welding	welding	NOUN
fis-3767	190	5	processes	process	NOUN
fis-3767	190	6	:	:	PUNCT
fis-3767	190	7	friction	friction	NOUN
fis-3767	190	8	welding	welding	NOUN
fis-3767	190	9	and	and	CCONJ
fis-3767	190	10	friction	friction	NOUN
fis-3767	190	11	stir	stir	NOUN
fis-3767	190	12	welding	welding	NOUN
fis-3767	190	13	.	.	PUNCT
fis-3767	191	1	journal	journal	NOUN
fis-3767	191	2	of	of	ADP
fis-3767	191	3	adhesion	adhesion	NOUN
fis-3767	191	4	science	science	NOUN
fis-3767	191	5	and	and	CCONJ
fis-3767	191	6	technology	technology	NOUN
fis-3767	191	7	,	,	PUNCT
fis-3767	191	8	34(24	34(24	NUM
fis-3767	191	9	)	)	PUNCT
fis-3767	191	10	,	,	PUNCT
fis-3767	191	11	pp	pp	ADP
fis-3767	191	12	.	.	PUNCT
fis-3767	192	1	2613	2613	NUM
fis-3767	192	2	-	-	SYM
fis-3767	192	3	2637	2637	NUM
fis-3767	192	4	.	.	PUNCT
fis-3767	193	1	[	[	X
fis-3767	193	2	3	3	NUM
fis-3767	193	3	]	]	X
fis-3767	193	4	singh	singh	PROPN
fis-3767	193	5	,	,	PUNCT
fis-3767	193	6	v.p	v.p	PROPN
fis-3767	193	7	.	.	PROPN
fis-3767	193	8	,	,	PUNCT
fis-3767	193	9	patel	patel	PROPN
fis-3767	193	10	,	,	PUNCT
fis-3767	193	11	s.k	s.k	PROPN
fis-3767	193	12	.	.	PROPN
fis-3767	193	13	,	,	PUNCT
fis-3767	193	14	ranjan	ranjan	PROPN
fis-3767	193	15	,	,	PUNCT
fis-3767	193	16	a.	a.	NOUN
fis-3767	193	17	and	and	CCONJ
fis-3767	193	18	kuriachen	kuriachen	PROPN
fis-3767	193	19	,	,	PUNCT
fis-3767	193	20	b.	b.	PROPN
fis-3767	193	21	,	,	PUNCT
fis-3767	193	22	(	(	PUNCT
fis-3767	193	23	2020	2020	NUM
fis-3767	193	24	)	)	PUNCT
fis-3767	193	25	.	.	PUNCT
fis-3767	194	1	recent	recent	ADJ
fis-3767	194	2	research	research	NOUN
fis-3767	194	3	progress	progress	NOUN
fis-3767	194	4	in	in	ADP
fis-3767	194	5	solid	solid	ADJ
fis-3767	194	6	state	state	NOUN
fis-3767	194	7	friction	friction	NOUN
fis-3767	194	8	-	-	PUNCT
fis-3767	194	9	stir	stir	VERB
fis-3767	194	10	welding	welding	NOUN
fis-3767	194	11	of	of	ADP
fis-3767	194	12	aluminium	aluminium	NOUN
fis-3767	194	13	–	–	PUNCT
fis-3767	194	14	magnesium	magnesium	NOUN
fis-3767	194	15	alloys	alloy	NOUN
fis-3767	194	16	:	:	PUNCT
fis-3767	194	17	a	a	DET
fis-3767	194	18	critical	critical	ADJ
fis-3767	194	19	review	review	NOUN
fis-3767	194	20	.	.	PUNCT
fis-3767	195	1	journal	journal	NOUN
fis-3767	195	2	of	of	ADP
fis-3767	195	3	materials	material	NOUN
fis-3767	195	4	research	research	NOUN
fis-3767	195	5	and	and	CCONJ
fis-3767	195	6	technology	technology	NOUN
fis-3767	195	7	,	,	PUNCT
fis-3767	195	8	9(3	9(3	NUM
fis-3767	195	9	)	)	PUNCT
fis-3767	195	10	,	,	PUNCT
fis-3767	195	11	pp	pp	PROPN
fis-3767	195	12	.	.	PUNCT
fis-3767	196	1	6217	6217	NUM
fis-3767	196	2	-	-	SYM
fis-3767	196	3	6256	6256	NUM
fis-3767	196	4	.	.	PUNCT
fis-3767	197	1	i	i	PRON
fis-3767	197	2	a.	a.	PROPN
fis-3767	197	3	mishra	mishra	PROPN
fis-3767	197	4	et	et	PROPN
fis-3767	197	5	alii	alii	PROPN
fis-3767	197	6	,	,	PUNCT
fis-3767	197	7	frattura	frattura	PROPN
fis-3767	197	8	ed	ed	PROPN
fis-3767	197	9	integrità	integrità	PROPN
fis-3767	197	10	strutturale	strutturale	PROPN
fis-3767	197	11	,	,	PUNCT
fis-3767	197	12	62	62	NUM
fis-3767	197	13	(	(	PUNCT
fis-3767	197	14	2022	2022	NUM
fis-3767	197	15	)	)	PUNCT
fis-3767	197	16	448	448	NUM
fis-3767	197	17	-	-	SYM
fis-3767	197	18	459	459	NUM
fis-3767	197	19	;	;	PUNCT
fis-3767	197	20	doi	doi	NOUN
fis-3767	197	21	:	:	PUNCT
fis-3767	197	22	10.3221	10.3221	NUM
fis-3767	197	23	/	/	SYM
fis-3767	197	24	igf	igf	PROPN
fis-3767	197	25	-	-	PROPN
fis-3767	197	26	esis.62.31	esis.62.31	PROPN
fis-3767	197	27	459	459	NUM
fis-3767	198	1	[	[	X
fis-3767	198	2	4	4	NUM
fis-3767	198	3	]	]	X
fis-3767	198	4	isa	isa	NOUN
fis-3767	198	5	,	,	PUNCT
fis-3767	198	6	m.s.m	m.s.m	PROPN
fis-3767	198	7	.	.	PROPN
fis-3767	198	8	,	,	PUNCT
fis-3767	198	9	moghadasi	moghadasi	PROPN
fis-3767	198	10	,	,	PUNCT
fis-3767	198	11	k.	k.	PROPN
fis-3767	198	12	,	,	PUNCT
fis-3767	198	13	ariffin	ariffin	PROPN
fis-3767	198	14	,	,	PUNCT
fis-3767	198	15	m.a	m.a	PROPN
fis-3767	198	16	.	.	PROPN
fis-3767	198	17	,	,	PUNCT
fis-3767	198	18	raja	raja	PROPN
fis-3767	198	19	,	,	PUNCT
fis-3767	198	20	s.	s.	PROPN
fis-3767	198	21	,	,	PUNCT
fis-3767	198	22	bin	bin	PROPN
fis-3767	198	23	muhamad	muhamad	PROPN
fis-3767	198	24	,	,	PUNCT
fis-3767	198	25	m.r	m.r	PROPN
fis-3767	198	26	.	.	PROPN
fis-3767	198	27	,	,	PUNCT
fis-3767	198	28	yusof	yusof	PROPN
fis-3767	198	29	,	,	PUNCT
fis-3767	198	30	f.	f.	PROPN
fis-3767	198	31	,	,	PUNCT
fis-3767	198	32	jamaludin	jamaludin	PROPN
fis-3767	198	33	,	,	PUNCT
fis-3767	198	34	m.f	m.f	PROPN
fis-3767	198	35	.	.	PROPN
fis-3767	198	36	,	,	PUNCT
fis-3767	198	37	bin	bin	PROPN
fis-3767	198	38	yusoff	yusoff	NOUN
fis-3767	198	39	,	,	PUNCT
fis-3767	198	40	n.	n.	PROPN
fis-3767	198	41	and	and	CCONJ
fis-3767	198	42	bin	bin	PROPN
fis-3767	198	43	ab	ab	PROPN
fis-3767	198	44	karim	karim	PROPN
fis-3767	198	45	,	,	PUNCT
fis-3767	198	46	m.s	m.s	PROPN
fis-3767	198	47	.	.	PROPN
fis-3767	198	48	,	,	PUNCT
fis-3767	198	49	(	(	PUNCT
fis-3767	198	50	2021	2021	NUM
fis-3767	198	51	)	)	PUNCT
fis-3767	198	52	.	.	PUNCT
fis-3767	199	1	recent	recent	ADJ
fis-3767	199	2	research	research	NOUN
fis-3767	199	3	progress	progress	NOUN
fis-3767	199	4	in	in	ADP
fis-3767	199	5	friction	friction	NOUN
fis-3767	199	6	stir	stir	VERB
fis-3767	199	7	welding	welding	NOUN
fis-3767	199	8	of	of	ADP
fis-3767	199	9	aluminium	aluminium	NOUN
fis-3767	199	10	and	and	CCONJ
fis-3767	199	11	copper	copper	NOUN
fis-3767	199	12	dissimilar	dissimilar	ADJ
fis-3767	199	13	joint	joint	NOUN
fis-3767	199	14	:	:	PUNCT
fis-3767	199	15	a	a	DET
fis-3767	199	16	review	review	NOUN
fis-3767	199	17	.	.	PUNCT
fis-3767	200	1	journal	journal	NOUN
fis-3767	200	2	of	of	ADP
fis-3767	200	3	materials	material	NOUN
fis-3767	200	4	research	research	NOUN
fis-3767	200	5	and	and	CCONJ
fis-3767	200	6	technology	technology	NOUN
fis-3767	200	7	,	,	PUNCT
fis-3767	200	8	15	15	NUM
fis-3767	200	9	,	,	PUNCT
fis-3767	200	10	pp	pp	ADJ
fis-3767	200	11	.	.	PUNCT
fis-3767	200	12	2735	2735	NUM
fis-3767	200	13	-	-	SYM
fis-3767	200	14	2780	2780	NUM
fis-3767	200	15	.	.	PUNCT
fis-3767	201	1	[	[	X
fis-3767	201	2	5	5	X
fis-3767	201	3	]	]	X
fis-3767	201	4	jesus	jesus	PROPN
fis-3767	201	5	,	,	PUNCT
fis-3767	201	6	j.s	j.s	PROPN
fis-3767	201	7	.	.	PROPN
fis-3767	201	8	,	,	PUNCT
fis-3767	201	9	costa	costa	PROPN
fis-3767	201	10	,	,	PUNCT
fis-3767	201	11	j.m	j.m	PROPN
fis-3767	201	12	.	.	PROPN
fis-3767	201	13	,	,	PUNCT
fis-3767	201	14	loureiro	loureiro	PROPN
fis-3767	201	15	,	,	PUNCT
fis-3767	201	16	a.	a.	PROPN
fis-3767	201	17	and	and	CCONJ
fis-3767	201	18	ferreira	ferreira	PROPN
fis-3767	201	19	,	,	PUNCT
fis-3767	201	20	j.m	j.m	PROPN
fis-3767	201	21	.	.	PROPN
fis-3767	201	22	,	,	PUNCT
fis-3767	201	23	(	(	PUNCT
fis-3767	201	24	2018	2018	NUM
fis-3767	201	25	)	)	PUNCT
fis-3767	201	26	.	.	PUNCT
fis-3767	202	1	assessment	assessment	NOUN
fis-3767	202	2	of	of	ADP
fis-3767	202	3	friction	friction	NOUN
fis-3767	202	4	stir	stir	NOUN
fis-3767	202	5	welding	weld	VERB
fis-3767	202	6	aluminium	aluminium	NOUN
fis-3767	202	7	t	t	PROPN
fis-3767	202	8	-	-	PUNCT
fis-3767	202	9	joints	joint	NOUN
fis-3767	202	10	.	.	PUNCT
fis-3767	203	1	journal	journal	PROPN
fis-3767	203	2	of	of	ADP
fis-3767	203	3	materials	material	NOUN
fis-3767	203	4	processing	processing	NOUN
fis-3767	203	5	technology	technology	NOUN
fis-3767	203	6	,	,	PUNCT
fis-3767	203	7	255	255	NUM
fis-3767	203	8	,	,	PUNCT
fis-3767	203	9	pp	pp	ADJ
fis-3767	203	10	.	.	PUNCT
fis-3767	204	1	387	387	NUM
fis-3767	204	2	-	-	SYM
fis-3767	204	3	399	399	NUM
fis-3767	204	4	.	.	PUNCT
fis-3767	205	1	[	[	X
fis-3767	205	2	6	6	NUM
fis-3767	205	3	]	]	SYM
fis-3767	205	4	ramamurthy	ramamurthy	ADJ
fis-3767	205	5	,	,	PUNCT
fis-3767	205	6	m.	m.	NOUN
fis-3767	205	7	,	,	PUNCT
fis-3767	205	8	balasubramanian	balasubramanian	PROPN
fis-3767	205	9	,	,	PUNCT
fis-3767	205	10	p.	p.	PROPN
fis-3767	205	11	,	,	PUNCT
fis-3767	205	12	senthilkumar	senthilkumar	PROPN
fis-3767	205	13	,	,	PUNCT
fis-3767	205	14	n.	n.	NOUN
fis-3767	205	15	and	and	CCONJ
fis-3767	205	16	anbuchezhiyan	anbuchezhiyan	PROPN
fis-3767	205	17	,	,	PUNCT
fis-3767	205	18	g.	g.	PROPN
fis-3767	205	19	,	,	PUNCT
fis-3767	205	20	(	(	PUNCT
fis-3767	205	21	2022	2022	NUM
fis-3767	205	22	)	)	PUNCT
fis-3767	205	23	.	.	PUNCT
fis-3767	206	1	influence	influence	NOUN
fis-3767	206	2	of	of	ADP
fis-3767	206	3	process	process	NOUN
fis-3767	206	4	parameters	parameter	NOUN
fis-3767	206	5	on	on	ADP
fis-3767	206	6	the	the	DET
fis-3767	206	7	microstructure	microstructure	ADJ
fis-3767	206	8	and	and	CCONJ
fis-3767	206	9	mechanical	mechanical	ADJ
fis-3767	206	10	properties	property	NOUN
fis-3767	206	11	of	of	ADP
fis-3767	206	12	friction	friction	NOUN
fis-3767	206	13	stir	stir	NOUN
fis-3767	206	14	welds	weld	NOUN
fis-3767	206	15	of	of	ADP
fis-3767	206	16	aa2014	aa2014	PROPN
fis-3767	206	17	and	and	CCONJ
fis-3767	206	18	aa6063	aa6063	PROPN
fis-3767	206	19	aluminium	aluminium	NOUN
fis-3767	206	20	alloys	alloy	NOUN
fis-3767	206	21	using	use	VERB
fis-3767	206	22	response	response	NOUN
fis-3767	206	23	surface	surface	NOUN
fis-3767	206	24	methodology	methodology	NOUN
fis-3767	206	25	.	.	PUNCT
fis-3767	207	1	materials	material	NOUN
fis-3767	207	2	research	research	NOUN
fis-3767	207	3	express	express	ADJ
fis-3767	207	4	,	,	PUNCT
fis-3767	207	5	9(2	9(2	NUM
fis-3767	207	6	)	)	PUNCT
fis-3767	207	7	,	,	PUNCT
fis-3767	207	8	p.026528	p.026528	NOUN
fis-3767	207	9	.	.	PUNCT
fis-3767	208	1	[	[	X
fis-3767	208	2	7	7	NUM
fis-3767	208	3	]	]	X
fis-3767	208	4	iqbal	iqbal	PROPN
fis-3767	208	5	,	,	PUNCT
fis-3767	208	6	m.p	m.p	PROPN
fis-3767	208	7	.	.	PROPN
fis-3767	208	8	,	,	PUNCT
fis-3767	208	9	tripathi	tripathi	PROPN
fis-3767	208	10	,	,	PUNCT
fis-3767	208	11	a.	a.	PROPN
fis-3767	208	12	,	,	PUNCT
fis-3767	208	13	jain	jain	PROPN
fis-3767	208	14	,	,	PUNCT
fis-3767	208	15	r.	r.	PROPN
fis-3767	208	16	,	,	PUNCT
fis-3767	208	17	mahto	mahto	PROPN
fis-3767	208	18	,	,	PUNCT
fis-3767	208	19	r.p	r.p	PROPN
fis-3767	208	20	.	.	PROPN
fis-3767	208	21	,	,	PUNCT
fis-3767	208	22	pal	pal	NOUN
fis-3767	208	23	,	,	PUNCT
fis-3767	208	24	s.k	s.k	PROPN
fis-3767	208	25	.	.	PROPN
fis-3767	208	26	and	and	CCONJ
fis-3767	208	27	mandal	mandal	PROPN
fis-3767	208	28	,	,	PUNCT
fis-3767	208	29	p.	p.	PROPN
fis-3767	208	30	,	,	PUNCT
fis-3767	208	31	(	(	PUNCT
fis-3767	208	32	2020	2020	NUM
fis-3767	208	33	)	)	PUNCT
fis-3767	208	34	.	.	PUNCT
fis-3767	209	1	numerical	numerical	ADJ
fis-3767	209	2	modelling	modelling	NOUN
fis-3767	209	3	of	of	ADP
fis-3767	209	4	microstructure	microstructure	NOUN
fis-3767	209	5	in	in	ADP
fis-3767	209	6	friction	friction	NOUN
fis-3767	209	7	stir	stir	NOUN
fis-3767	209	8	welding	welding	NOUN
fis-3767	209	9	of	of	ADP
fis-3767	209	10	aluminium	aluminium	NOUN
fis-3767	209	11	alloys	alloy	NOUN
fis-3767	209	12	.	.	PUNCT
fis-3767	210	1	international	international	ADJ
fis-3767	210	2	journal	journal	NOUN
fis-3767	210	3	of	of	ADP
fis-3767	210	4	mechanical	mechanical	ADJ
fis-3767	210	5	sciences	science	NOUN
fis-3767	210	6	,	,	PUNCT
fis-3767	210	7	185	185	NUM
fis-3767	210	8	,	,	PUNCT
fis-3767	210	9	p.105882	p.105882	NOUN
fis-3767	210	10	.	.	PUNCT
fis-3767	211	1	[	[	X
fis-3767	211	2	8	8	NUM
fis-3767	211	3	]	]	X
fis-3767	211	4	sinhmar	sinhmar	PROPN
fis-3767	211	5	,	,	PUNCT
fis-3767	211	6	s.	s.	PROPN
fis-3767	211	7	and	and	CCONJ
fis-3767	211	8	dwivedi	dwivedi	PROPN
fis-3767	211	9	,	,	PUNCT
fis-3767	211	10	d.k	d.k	PROPN
fis-3767	211	11	.	.	PROPN
fis-3767	211	12	,	,	PUNCT
fis-3767	211	13	(	(	PUNCT
fis-3767	211	14	2019	2019	NUM
fis-3767	211	15	)	)	PUNCT
fis-3767	211	16	.	.	PUNCT
fis-3767	212	1	effect	effect	NOUN
fis-3767	212	2	of	of	ADP
fis-3767	212	3	weld	weld	NOUN
fis-3767	212	4	thermal	thermal	ADJ
fis-3767	212	5	cycle	cycle	NOUN
fis-3767	212	6	on	on	ADP
fis-3767	212	7	metallurgical	metallurgical	ADJ
fis-3767	212	8	and	and	CCONJ
fis-3767	212	9	corrosion	corrosion	NOUN
fis-3767	212	10	behavior	behavior	NOUN
fis-3767	212	11	of	of	ADP
fis-3767	212	12	friction	friction	NOUN
fis-3767	212	13	stir	stir	VERB
fis-3767	212	14	weld	weld	NOUN
fis-3767	212	15	joint	joint	NOUN
fis-3767	212	16	of	of	ADP
fis-3767	212	17	aa2014	aa2014	PROPN
fis-3767	212	18	aluminium	aluminium	NOUN
fis-3767	212	19	alloy	alloy	NOUN
fis-3767	212	20	.	.	PUNCT
fis-3767	213	1	journal	journal	NOUN
fis-3767	213	2	of	of	ADP
fis-3767	213	3	manufacturing	manufacturing	NOUN
fis-3767	213	4	processes	process	NOUN
fis-3767	213	5	,	,	PUNCT
fis-3767	213	6	37	37	NUM
fis-3767	213	7	,	,	PUNCT
fis-3767	213	8	pp	pp	ADJ
fis-3767	213	9	.	.	PUNCT
fis-3767	214	1	305	305	NUM
fis-3767	214	2	-	-	SYM
fis-3767	214	3	320	320	NUM
fis-3767	214	4	.	.	PUNCT
fis-3767	215	1	[	[	X
fis-3767	215	2	9	9	NUM
fis-3767	215	3	]	]	X
fis-3767	215	4	leon	leon	PROPN
fis-3767	215	5	,	,	PUNCT
fis-3767	215	6	j.s	j.s	PROPN
fis-3767	215	7	.	.	PROPN
fis-3767	215	8	,	,	PUNCT
fis-3767	215	9	bharathiraja	bharathiraja	PROPN
fis-3767	215	10	,	,	PUNCT
fis-3767	215	11	g.	g.	NOUN
fis-3767	215	12	and	and	CCONJ
fis-3767	215	13	jayakumar	jayakumar	PROPN
fis-3767	215	14	,	,	PUNCT
fis-3767	215	15	v.	v.	ADV
fis-3767	215	16	,	,	PUNCT
fis-3767	215	17	(	(	PUNCT
fis-3767	215	18	2020	2020	NUM
fis-3767	215	19	)	)	PUNCT
fis-3767	215	20	.	.	PUNCT
fis-3767	216	1	a	a	DET
fis-3767	216	2	review	review	NOUN
fis-3767	216	3	on	on	ADP
fis-3767	216	4	friction	friction	NOUN
fis-3767	216	5	stir	stir	NOUN
fis-3767	216	6	welding	weld	VERB
fis-3767	216	7	in	in	ADP
fis-3767	216	8	aluminium	aluminium	NOUN
fis-3767	216	9	alloys	alloy	NOUN
fis-3767	216	10	.	.	PUNCT
fis-3767	217	1	in	in	ADP
fis-3767	217	2	iop	iop	PROPN
fis-3767	217	3	conference	conference	NOUN
fis-3767	217	4	series	series	NOUN
fis-3767	217	5	:	:	PUNCT
fis-3767	217	6	materials	material	NOUN
fis-3767	217	7	science	science	NOUN
fis-3767	217	8	and	and	CCONJ
fis-3767	217	9	engineering	engineering	NOUN
fis-3767	217	10	954(1	954(1	NUM
fis-3767	217	11	)	)	PUNCT
fis-3767	217	12	,	,	PUNCT
fis-3767	217	13	p.	p.	NOUN
fis-3767	217	14	012007	012007	NUM
fis-3767	217	15	.	.	PUNCT
fis-3767	218	1	iop	iop	NOUN
fis-3767	218	2	publishing	publishing	NOUN
fis-3767	218	3	.	.	PUNCT
fis-3767	219	1	[	[	X
fis-3767	219	2	10	10	NUM
fis-3767	219	3	]	]	SYM
fis-3767	219	4	kochenderfer	kochenderfer	NOUN
fis-3767	219	5	,	,	PUNCT
fis-3767	219	6	m.j	m.j	PROPN
fis-3767	219	7	.	.	PROPN
fis-3767	219	8	and	and	CCONJ
fis-3767	219	9	wheeler	wheeler	NOUN
fis-3767	219	10	,	,	PUNCT
fis-3767	219	11	t.a	t.a	PROPN
fis-3767	219	12	.	.	PROPN
fis-3767	219	13	,	,	PUNCT
fis-3767	219	14	(	(	PUNCT
fis-3767	219	15	2019	2019	NUM
fis-3767	219	16	)	)	PUNCT
fis-3767	219	17	.	.	PUNCT
fis-3767	220	1	algorithms	algorithm	NOUN
fis-3767	220	2	for	for	ADP
fis-3767	220	3	optimization	optimization	NOUN
fis-3767	220	4	.	.	PUNCT
fis-3767	221	1	mit	mit	PROPN
fis-3767	221	2	press	press	NOUN
fis-3767	221	3	.	.	PUNCT
fis-3767	222	1	[	[	X
fis-3767	222	2	11	11	NUM
fis-3767	222	3	]	]	SYM
fis-3767	222	4	yang	yang	PROPN
fis-3767	222	5	,	,	PUNCT
fis-3767	222	6	t.	t.	PROPN
fis-3767	222	7	,	,	PUNCT
fis-3767	222	8	yi	yi	PROPN
fis-3767	222	9	,	,	PUNCT
fis-3767	222	10	x.	x.	PROPN
fis-3767	222	11	,	,	PUNCT
fis-3767	222	12	wu	wu	PROPN
fis-3767	222	13	,	,	PUNCT
fis-3767	222	14	j.	j.	PROPN
fis-3767	222	15	,	,	PUNCT
fis-3767	222	16	yuan	yuan	PROPN
fis-3767	222	17	,	,	PUNCT
fis-3767	222	18	y.	y.	PROPN
fis-3767	222	19	,	,	PUNCT
fis-3767	222	20	wu	wu	PROPN
fis-3767	222	21	,	,	PUNCT
fis-3767	222	22	d.	d.	PROPN
fis-3767	222	23	,	,	PUNCT
fis-3767	222	24	meng	meng	PROPN
fis-3767	222	25	,	,	PUNCT
fis-3767	222	26	z.	z.	PROPN
fis-3767	222	27	,	,	PUNCT
fis-3767	222	28	hong	hong	PROPN
fis-3767	222	29	,	,	PUNCT
fis-3767	222	30	y.	y.	PROPN
fis-3767	222	31	,	,	PUNCT
fis-3767	222	32	wang	wang	PROPN
fis-3767	222	33	,	,	PUNCT
fis-3767	222	34	h.	h.	PROPN
fis-3767	222	35	,	,	PUNCT
fis-3767	222	36	lin	lin	PROPN
fis-3767	222	37	,	,	PUNCT
fis-3767	222	38	z.	z.	PROPN
fis-3767	222	39	and	and	CCONJ
fis-3767	222	40	johansson	johansson	PROPN
fis-3767	222	41	,	,	PUNCT
fis-3767	222	42	k.h	k.h	PROPN
fis-3767	222	43	.	.	PROPN
fis-3767	222	44	,	,	PUNCT
fis-3767	222	45	(	(	PUNCT
fis-3767	222	46	2019	2019	NUM
fis-3767	222	47	)	)	PUNCT
fis-3767	222	48	.	.	PUNCT
fis-3767	223	1	a	a	DET
fis-3767	223	2	survey	survey	NOUN
fis-3767	223	3	of	of	ADP
fis-3767	223	4	distributed	distribute	VERB
fis-3767	223	5	optimization	optimization	NOUN
fis-3767	223	6	.	.	PUNCT
fis-3767	224	1	annual	annual	ADJ
fis-3767	224	2	reviews	review	NOUN
fis-3767	224	3	in	in	ADP
fis-3767	224	4	control	control	NOUN
fis-3767	224	5	,	,	PUNCT
fis-3767	224	6	47	47	NUM
fis-3767	224	7	,	,	PUNCT
fis-3767	224	8	pp	pp	ADJ
fis-3767	224	9	.	.	PUNCT
fis-3767	225	1	278	278	NUM
fis-3767	225	2	-	-	SYM
fis-3767	225	3	305	305	NUM
fis-3767	225	4	.	.	PUNCT
fis-3767	226	1	[	[	X
fis-3767	226	2	12	12	NUM
fis-3767	226	3	]	]	X
fis-3767	226	4	sun	sun	NOUN
fis-3767	226	5	,	,	PUNCT
fis-3767	226	6	s.	s.	PROPN
fis-3767	226	7	,	,	PUNCT
fis-3767	226	8	cao	cao	PROPN
fis-3767	226	9	,	,	PUNCT
fis-3767	226	10	z.	z.	PROPN
fis-3767	226	11	,	,	PUNCT
fis-3767	226	12	zhu	zhu	PROPN
fis-3767	226	13	,	,	PUNCT
fis-3767	226	14	h.	h.	PROPN
fis-3767	226	15	and	and	CCONJ
fis-3767	226	16	zhao	zhao	PROPN
fis-3767	226	17	,	,	PUNCT
fis-3767	226	18	j.	j.	PROPN
fis-3767	226	19	,	,	PUNCT
fis-3767	226	20	(	(	PUNCT
fis-3767	226	21	2019	2019	NUM
fis-3767	226	22	)	)	PUNCT
fis-3767	226	23	.	.	PUNCT
fis-3767	227	1	a	a	DET
fis-3767	227	2	survey	survey	NOUN
fis-3767	227	3	of	of	ADP
fis-3767	227	4	optimization	optimization	NOUN
fis-3767	227	5	methods	method	NOUN
fis-3767	227	6	from	from	ADP
fis-3767	227	7	a	a	DET
fis-3767	227	8	machine	machine	NOUN
fis-3767	227	9	learning	learn	VERB
fis-3767	227	10	perspective	perspective	NOUN
fis-3767	227	11	.	.	PUNCT
fis-3767	228	1	ieee	ieee	NOUN
fis-3767	228	2	transactions	transaction	NOUN
fis-3767	228	3	on	on	ADP
fis-3767	228	4	cybernetics	cybernetic	NOUN
fis-3767	228	5	,	,	PUNCT
fis-3767	228	6	50(8	50(8	NUM
fis-3767	228	7	)	)	PUNCT
fis-3767	228	8	,	,	PUNCT
fis-3767	228	9	pp	pp	ADJ
fis-3767	228	10	.	.	PUNCT
fis-3767	229	1	3668	3668	NUM
fis-3767	229	2	-	-	SYM
fis-3767	229	3	3681	3681	NUM
fis-3767	229	4	.	.	PUNCT
fis-3767	230	1	[	[	X
fis-3767	230	2	13	13	NUM
fis-3767	230	3	]	]	SYM
fis-3767	230	4	zhan	zhan	PROPN
fis-3767	230	5	,	,	PUNCT
fis-3767	230	6	z.h	z.h	PROPN
fis-3767	230	7	.	.	PROPN
fis-3767	230	8	,	,	PUNCT
fis-3767	230	9	shi	shi	PROPN
fis-3767	230	10	,	,	PUNCT
fis-3767	230	11	l.	l.	PROPN
fis-3767	230	12	,	,	PUNCT
fis-3767	230	13	tan	tan	PROPN
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fis-3767	230	22	(	(	PUNCT
fis-3767	230	23	2022	2022	NUM
fis-3767	230	24	)	)	PUNCT
fis-3767	230	25	.	.	PUNCT
fis-3767	231	1	a	a	DET
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fis-3767	231	7	complex	complex	ADJ
fis-3767	231	8	continuous	continuous	ADJ
fis-3767	231	9	optimization	optimization	NOUN
fis-3767	231	10	.	.	PUNCT
fis-3767	232	1	artificial	artificial	ADJ
fis-3767	232	2	intelligence	intelligence	NOUN
fis-3767	232	3	review	review	NOUN
fis-3767	232	4	,	,	PUNCT
fis-3767	232	5	55(1	55(1	NOUN
fis-3767	232	6	)	)	PUNCT
fis-3767	232	7	,	,	PUNCT
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fis-3767	232	9	.	.	PUNCT
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fis-3767	233	2	-	-	SYM
fis-3767	233	3	110	110	NUM
fis-3767	233	4	.	.	PUNCT
fis-3767	234	1	[	[	X
fis-3767	234	2	14	14	NUM
fis-3767	234	3	]	]	X
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fis-3767	234	5	,	,	PUNCT
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fis-3767	234	13	(	(	PUNCT
fis-3767	234	14	2021	2021	NUM
fis-3767	234	15	)	)	PUNCT
fis-3767	234	16	.	.	PUNCT
fis-3767	235	1	engineering	engineering	NOUN
fis-3767	235	2	design	design	NOUN
fis-3767	235	3	optimization	optimization	NOUN
fis-3767	235	4	.	.	PUNCT
fis-3767	236	1	cambridge	cambridge	PROPN
fis-3767	236	2	university	university	PROPN
fis-3767	236	3	press	press	NOUN
fis-3767	236	4	.	.	PUNCT
fis-3767	237	1	[	[	X
fis-3767	237	2	15	15	NUM
fis-3767	237	3	]	]	X
fis-3767	237	4	jin	jin	NOUN
fis-3767	237	5	,	,	PUNCT
fis-3767	237	6	y.	y.	PROPN
fis-3767	237	7	,	,	PUNCT
fis-3767	237	8	wang	wang	PROPN
fis-3767	237	9	,	,	PUNCT
fis-3767	237	10	h.	h.	PROPN
fis-3767	237	11	,	,	PUNCT
fis-3767	237	12	chugh	chugh	NOUN
fis-3767	237	13	,	,	PUNCT
fis-3767	237	14	t.	t.	PROPN
fis-3767	237	15	,	,	PUNCT
fis-3767	237	16	guo	guo	PROPN
fis-3767	237	17	,	,	PUNCT
fis-3767	237	18	d.	d.	PROPN
fis-3767	237	19	and	and	CCONJ
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fis-3767	237	21	,	,	PUNCT
fis-3767	237	22	k.	k.	PROPN
fis-3767	237	23	,	,	PUNCT
fis-3767	237	24	(	(	PUNCT
fis-3767	237	25	2018	2018	NUM
fis-3767	237	26	)	)	PUNCT
fis-3767	237	27	.	.	PUNCT
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fis-3767	238	5	optimization	optimization	NOUN
fis-3767	238	6	:	:	PUNCT
fis-3767	238	7	an	an	DET
fis-3767	238	8	overview	overview	NOUN
fis-3767	238	9	and	and	CCONJ
fis-3767	238	10	case	case	NOUN
fis-3767	238	11	studies	study	NOUN
fis-3767	238	12	.	.	PUNCT
fis-3767	239	1	ieee	ieee	NOUN
fis-3767	239	2	transactions	transaction	NOUN
fis-3767	239	3	on	on	ADP
fis-3767	239	4	evolutionary	evolutionary	ADJ
fis-3767	239	5	computation	computation	NOUN
fis-3767	239	6	,	,	PUNCT
fis-3767	239	7	23(3	23(3	NUM
fis-3767	239	8	)	)	PUNCT
fis-3767	239	9	,	,	PUNCT
fis-3767	239	10	pp	pp	PROPN
fis-3767	239	11	.	.	PUNCT
fis-3767	240	1	442	442	NUM
fis-3767	240	2	-	-	SYM
fis-3767	240	3	458	458	NUM
fis-3767	240	4	.	.	PUNCT
fis-3767	241	1	[	[	X
fis-3767	241	2	16	16	NUM
fis-3767	241	3	]	]	X
fis-3767	241	4	lan	lan	PROPN
fis-3767	241	5	,	,	PUNCT
fis-3767	241	6	g.	g.	PROPN
fis-3767	241	7	,	,	PUNCT
fis-3767	241	8	(	(	PUNCT
fis-3767	241	9	2020	2020	NUM
fis-3767	241	10	)	)	PUNCT
fis-3767	241	11	.	.	PUNCT
fis-3767	242	1	first	first	ADJ
fis-3767	242	2	-	-	PUNCT
fis-3767	242	3	order	order	NOUN
fis-3767	242	4	and	and	CCONJ
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fis-3767	242	6	optimization	optimization	NOUN
fis-3767	242	7	methods	method	NOUN
fis-3767	242	8	for	for	ADP
fis-3767	242	9	machine	machine	NOUN
fis-3767	242	10	learning	learning	NOUN
fis-3767	242	11	(	(	PUNCT
fis-3767	242	12	p.	p.	NOUN
fis-3767	242	13	123	123	NUM
fis-3767	242	14	)	)	PUNCT
fis-3767	242	15	.	.	PUNCT
fis-3767	243	1	new	new	PROPN
fis-3767	243	2	york	york	PROPN
fis-3767	243	3	:	:	PUNCT
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fis-3767	243	5	.	.	PUNCT
fis-3767	244	1	[	[	X
fis-3767	244	2	17	17	NUM
fis-3767	244	3	]	]	SYM
fis-3767	244	4	feurer	feurer	NOUN
fis-3767	244	5	,	,	PUNCT
fis-3767	244	6	m.	m.	NOUN
fis-3767	244	7	and	and	CCONJ
fis-3767	244	8	hutter	hutter	NOUN
fis-3767	244	9	,	,	PUNCT
fis-3767	244	10	f.	f.	PROPN
fis-3767	244	11	,	,	PUNCT
fis-3767	244	12	(	(	PUNCT
fis-3767	244	13	2019	2019	NUM
fis-3767	244	14	)	)	PUNCT
fis-3767	244	15	.	.	PUNCT
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fis-3767	245	2	optimization	optimization	NOUN
fis-3767	245	3	.	.	PUNCT
fis-3767	246	1	in	in	ADP
fis-3767	246	2	automated	automate	VERB
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fis-3767	246	4	learning	learning	NOUN
fis-3767	246	5	(	(	PUNCT
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fis-3767	246	7	.	.	PUNCT
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fis-3767	247	2	-	-	SYM
fis-3767	247	3	33	33	NUM
fis-3767	247	4	)	)	PUNCT
fis-3767	247	5	.	.	PUNCT
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fis-3767	248	2	,	,	PUNCT
fis-3767	248	3	cham	cham	PROPN
fis-3767	248	4	.	.	PUNCT
fis-3767	249	1	[	[	X
fis-3767	249	2	18	18	NUM
fis-3767	249	3	]	]	PUNCT
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fis-3767	249	5	,	,	PUNCT
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fis-3767	249	7	,	,	PUNCT
fis-3767	249	8	(	(	PUNCT
fis-3767	249	9	2020	2020	NUM
fis-3767	249	10	)	)	PUNCT
fis-3767	249	11	.	.	PUNCT
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fis-3767	251	8	intelligence	intelligence	NOUN
fis-3767	251	9	,	,	PUNCT
fis-3767	251	10	34(13	34(13	NUM
fis-3767	251	11	)	)	PUNCT
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fis-3767	251	14	.	.	PUNCT
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fis-3767	252	5	,	,	PUNCT
fis-3767	252	6	p.	p.	NOUN
fis-3767	252	7	,	,	PUNCT
fis-3767	252	8	zelinka	zelinka	PROPN
fis-3767	252	9	,	,	PUNCT
fis-3767	252	10	i.	i.	PROPN
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fis-3767	252	13	,	,	PUNCT
fis-3767	252	14	g.w	g.w	PROPN
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fis-3767	252	16	,	,	PUNCT
fis-3767	252	17	(	(	PUNCT
fis-3767	252	18	2018	2018	NUM
fis-3767	252	19	)	)	PUNCT
fis-3767	252	20	.	.	PUNCT
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fis-3767	253	5	.	.	PUNCT
fis-3767	254	1	in	in	ADP
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fis-3767	254	4	ico	ico	PROPN
fis-3767	254	5	p.	p.	NOUN
fis-3767	254	6	804	804	NUM
fis-3767	254	7	.	.	PUNCT
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fis-3767	255	2	20	20	NUM
fis-3767	255	3	]	]	X
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fis-3767	255	5	,	,	PUNCT
fis-3767	255	6	m.m	m.m	PROPN
fis-3767	255	7	.	.	PROPN
fis-3767	255	8	,	,	PUNCT
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fis-3767	255	12	,	,	PUNCT
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fis-3767	255	15	,	,	PUNCT
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fis-3767	255	25	,	,	PUNCT
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fis-3767	255	29	(	(	PUNCT
fis-3767	255	30	2020	2020	NUM
fis-3767	255	31	)	)	PUNCT
fis-3767	255	32	.	.	PUNCT
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fis-3767	256	8	.	.	PUNCT
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fis-3767	257	5	,	,	PUNCT
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fis-3767	257	7	-	-	PUNCT
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fis-3767	257	9	.	.	PUNCT
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fis-3767	258	20	(	(	PUNCT
fis-3767	258	21	2020	2020	NUM
fis-3767	258	22	)	)	PUNCT
fis-3767	258	23	.	.	PUNCT
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fis-3767	260	3	,	,	PUNCT
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fis-3767	260	5	,	,	PUNCT
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fis-3767	260	7	.	.	PUNCT
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fis-3767	261	2	-	-	SYM
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fis-3767	262	5	,	,	PUNCT
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fis-3767	262	18	)	)	PUNCT
fis-3767	262	19	.	.	PUNCT
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fis-3767	264	5	5(1	5(1	NUM
fis-3767	264	6	)	)	PUNCT
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fis-3767	265	2	-	-	SYM
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fis-3767	265	4	.	.	PUNCT
fis-3767	266	1	[	[	X
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fis-3767	266	3	]	]	X
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fis-3767	266	14	)	)	PUNCT
fis-3767	266	15	.	.	PUNCT
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fis-3767	267	14	aluminium	aluminium	NOUN
fis-3767	267	15	alloy	alloy	NOUN
fis-3767	267	16	7475	7475	NUM
fis-3767	267	17	and	and	CCONJ
fis-3767	267	18	pps	pps	NOUN
fis-3767	267	19	polymer	polymer	NOUN
fis-3767	267	20	hybrid	hybrid	NOUN
fis-3767	267	21	joint	joint	NOUN
fis-3767	267	22	.	.	PUNCT
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fis-3767	268	6	mechanical	mechanical	ADJ
fis-3767	268	7	engineers	engineer	NOUN
fis-3767	268	8	,	,	PUNCT
fis-3767	268	9	part	part	NOUN
fis-3767	268	10	c	c	NOUN
fis-3767	268	11	:	:	PUNCT
fis-3767	268	12	journal	journal	NOUN
fis-3767	268	13	of	of	ADP
fis-3767	268	14	mechanical	mechanical	ADJ
fis-3767	268	15	engineering	engineering	NOUN
fis-3767	268	16	science	science	NOUN
fis-3767	268	17	,	,	PUNCT
fis-3767	268	18	p.09544062221090082	p.09544062221090082	NOUN
fis-3767	268	19	.	.	PUNCT
fis-3767	269	1	[	[	X
fis-3767	269	2	24	24	NUM
fis-3767	269	3	]	]	X
fis-3767	269	4	guan	guan	PROPN
fis-3767	269	5	,	,	PUNCT
fis-3767	269	6	w.	w.	PROPN
fis-3767	269	7	,	,	PUNCT
fis-3767	269	8	zhao	zhao	PROPN
fis-3767	269	9	,	,	PUNCT
fis-3767	269	10	y.	y.	PROPN
fis-3767	269	11	,	,	PUNCT
fis-3767	269	12	liu	liu	PROPN
fis-3767	269	13	,	,	PUNCT
fis-3767	269	14	y.	y.	PROPN
fis-3767	269	15	,	,	PUNCT
fis-3767	269	16	kang	kang	PROPN
fis-3767	269	17	,	,	PUNCT
fis-3767	269	18	s.	s.	PROPN
fis-3767	269	19	,	,	PUNCT
fis-3767	269	20	wang	wang	PROPN
fis-3767	269	21	,	,	PUNCT
fis-3767	269	22	d.	d.	PROPN
fis-3767	269	23	and	and	CCONJ
fis-3767	269	24	cui	cui	PROPN
fis-3767	269	25	,	,	PUNCT
fis-3767	269	26	l.	l.	PROPN
fis-3767	269	27	,	,	PUNCT
fis-3767	269	28	(	(	PUNCT
fis-3767	269	29	2022	2022	NUM
fis-3767	269	30	)	)	PUNCT
fis-3767	269	31	.	.	PUNCT
fis-3767	270	1	force	force	PROPN
fis-3767	270	2	data	data	NOUN
fis-3767	270	3	-	-	PUNCT
fis-3767	270	4	driven	drive	VERB
fis-3767	270	5	machine	machine	NOUN
fis-3767	270	6	learning	learn	VERB
fis-3767	270	7	for	for	ADP
fis-3767	270	8	defects	defect	NOUN
fis-3767	270	9	in	in	ADP
fis-3767	270	10	friction	friction	NOUN
fis-3767	270	11	stir	stir	NOUN
fis-3767	270	12	welding	welding	NOUN
fis-3767	270	13	.	.	PUNCT
fis-3767	271	1	scripta	scripta	PROPN
fis-3767	271	2	materialia	materialia	PROPN
fis-3767	271	3	,	,	PUNCT
fis-3767	271	4	217	217	NUM
fis-3767	271	5	,	,	PUNCT
fis-3767	271	6	p.114765	p.114765	PROPN
fis-3767	271	7	.	.	PUNCT
fis-3767	272	1	[	[	X
fis-3767	272	2	25	25	NUM
fis-3767	272	3	]	]	X
fis-3767	272	4	nadeau	nadeau	PROPN
fis-3767	272	5	,	,	PUNCT
fis-3767	272	6	f.	f.	PROPN
fis-3767	272	7	,	,	PUNCT
fis-3767	272	8	thériault	thériault	PROPN
fis-3767	272	9	,	,	PUNCT
fis-3767	272	10	b.	b.	PROPN
fis-3767	272	11	and	and	CCONJ
fis-3767	272	12	gagné	gagné	PROPN
fis-3767	272	13	,	,	PUNCT
fis-3767	272	14	m.o	m.o	PROPN
fis-3767	272	15	.	.	PROPN
fis-3767	272	16	,	,	PUNCT
fis-3767	272	17	(	(	PUNCT
fis-3767	272	18	2020	2020	NUM
fis-3767	272	19	)	)	PUNCT
fis-3767	272	20	.	.	PUNCT
fis-3767	273	1	machine	machine	NOUN
fis-3767	273	2	learning	learning	NOUN
fis-3767	273	3	models	model	NOUN
fis-3767	273	4	applied	apply	VERB
fis-3767	273	5	to	to	ADP
fis-3767	273	6	friction	friction	NOUN
fis-3767	273	7	stir	stir	NOUN
fis-3767	273	8	welding	weld	VERB
fis-3767	273	9	defect	defect	NOUN
fis-3767	273	10	index	index	NOUN
fis-3767	273	11	using	use	VERB
fis-3767	273	12	multiple	multiple	ADJ
fis-3767	273	13	joint	joint	ADJ
fis-3767	273	14	configurations	configuration	NOUN
fis-3767	273	15	and	and	CCONJ
fis-3767	273	16	alloys	alloy	NOUN
fis-3767	273	17	.	.	PUNCT
fis-3767	274	1	proceedings	proceeding	NOUN
fis-3767	274	2	of	of	ADP
fis-3767	274	3	the	the	DET
fis-3767	274	4	institution	institution	NOUN
fis-3767	274	5	of	of	ADP
fis-3767	274	6	mechanical	mechanical	ADJ
fis-3767	274	7	engineers	engineer	NOUN
fis-3767	274	8	,	,	PUNCT
fis-3767	274	9	part	part	NOUN
fis-3767	274	10	l	l	NOUN
fis-3767	274	11	:	:	PUNCT
fis-3767	274	12	journal	journal	NOUN
fis-3767	274	13	of	of	ADP
fis-3767	274	14	materials	material	NOUN
fis-3767	274	15	:	:	PUNCT
fis-3767	274	16	design	design	NOUN
fis-3767	274	17	and	and	CCONJ
fis-3767	274	18	applications	application	NOUN
fis-3767	274	19	,	,	PUNCT
fis-3767	274	20	234(5	234(5	NUM
fis-3767	274	21	)	)	PUNCT
fis-3767	274	22	,	,	PUNCT
fis-3767	274	23	pp	pp	ADJ
fis-3767	274	24	.	.	PUNCT
fis-3767	275	1	752	752	NUM
fis-3767	275	2	-	-	SYM
fis-3767	275	3	765	765	NUM
fis-3767	275	4	.	.	PUNCT
fis-3767	276	1	[	[	X
fis-3767	276	2	26	26	NUM
fis-3767	276	3	]	]	X
fis-3767	276	4	ramachandran	ramachandran	PROPN
fis-3767	276	5	,	,	PUNCT
fis-3767	276	6	k.k	k.k	PROPN
fis-3767	276	7	.	.	PROPN
fis-3767	276	8	,	,	PUNCT
fis-3767	276	9	murugan	murugan	PROPN
fis-3767	276	10	,	,	PUNCT
fis-3767	276	11	n.	n.	PROPN
fis-3767	276	12	and	and	CCONJ
fis-3767	276	13	shashi	shashi	PROPN
fis-3767	276	14	kumar	kumar	PROPN
fis-3767	276	15	,	,	PUNCT
fis-3767	276	16	s.	s.	PROPN
fis-3767	276	17	,	,	PUNCT
fis-3767	276	18	(	(	PUNCT
fis-3767	276	19	2015	2015	NUM
fis-3767	276	20	)	)	PUNCT
fis-3767	276	21	.	.	PUNCT
fis-3767	277	1	influence	influence	NOUN
fis-3767	277	2	of	of	ADP
fis-3767	277	3	tool	tool	NOUN
fis-3767	277	4	traverse	traverse	VERB
fis-3767	277	5	speed	speed	NOUN
fis-3767	277	6	on	on	ADP
fis-3767	277	7	the	the	DET
fis-3767	277	8	characteristics	characteristic	NOUN
fis-3767	277	9	of	of	ADP
fis-3767	277	10	dissimilar	dissimilar	ADJ
fis-3767	277	11	friction	friction	NOUN
fis-3767	277	12	stir	stir	NOUN
fis-3767	277	13	welded	weld	VERB
fis-3767	277	14	aluminium	aluminium	NOUN
fis-3767	277	15	alloy	alloy	NOUN
fis-3767	277	16	,	,	PUNCT
fis-3767	277	17	aa5052	aa5052	PROPN
fis-3767	277	18	and	and	CCONJ
fis-3767	277	19	hsla	hsla	ADJ
fis-3767	277	20	steel	steel	NOUN
fis-3767	277	21	joints	joint	NOUN
fis-3767	277	22	.	.	PUNCT
fis-3767	278	1	archives	archive	NOUN
fis-3767	278	2	of	of	ADP
fis-3767	278	3	civil	civil	ADJ
fis-3767	278	4	and	and	CCONJ
fis-3767	278	5	mechanical	mechanical	ADJ
fis-3767	278	6	engineering	engineering	NOUN
fis-3767	278	7	,	,	PUNCT
fis-3767	278	8	15(4	15(4	NUM
fis-3767	278	9	)	)	PUNCT
fis-3767	278	10	,	,	PUNCT
fis-3767	278	11	pp	pp	PROPN
fis-3767	278	12	.	.	PUNCT
fis-3767	279	1	822	822	NUM
fis-3767	279	2	-	-	SYM
fis-3767	279	3	830	830	NUM
fis-3767	279	4	.	.	PUNCT