id	sid	tid	token	lemma	pos
fis-3253	1	1	shot	shoot	VERB
fis-3253	1	2	peening	peene	VERB
fis-3253	1	3	processes	process	NOUN
fis-3253	1	4	to	to	PART
fis-3253	1	5	obtain	obtain	VERB
fis-3253	1	6	nanocrystalline	nanocrystalline	ADJ
fis-3253	1	7	surfaces	surface	NOUN
fis-3253	1	8	in	in	ADP
fis-3253	1	9	metal	metal	NOUN
fis-3253	1	10	alloys	alloy	NOUN
fis-3253	1	11	:	:	PUNCT
fis-3253	1	12	a.	a.	NOUN
fis-3253	1	13	ouladbrahim	ouladbrahim	PROPN
fis-3253	1	14	et	et	PROPN
fis-3253	1	15	alii	alii	PROPN
fis-3253	1	16	,	,	PUNCT
fis-3253	1	17	frattura	frattura	PROPN
fis-3253	1	18	ed	ed	PROPN
fis-3253	1	19	integrità	integrità	PROPN
fis-3253	1	20	strutturale	strutturale	PROPN
fis-3253	1	21	,	,	PUNCT
fis-3253	1	22	58	58	NUM
fis-3253	1	23	(	(	PUNCT
fis-3253	1	24	2021	2021	NUM
fis-3253	1	25	)	)	PUNCT
fis-3253	1	26	442	442	NUM
fis-3253	1	27	-	-	SYM
fis-3253	1	28	452	452	NUM
fis-3253	1	29	;	;	PUNCT
fis-3253	1	30	doi	doi	NOUN
fis-3253	1	31	:	:	PUNCT
fis-3253	1	32	10.3221	10.3221	NUM
fis-3253	1	33	/	/	SYM
fis-3253	1	34	igf	igf	PROPN
fis-3253	1	35	-	-	PUNCT
fis-3253	1	36	esis.58.32	esis.58.32	PROPN
fis-3253	1	37	442	442	NUM
fis-3253	1	38	focussed	focusse	VERB
fis-3253	1	39	on	on	ADP
fis-3253	1	40	steels	steel	NOUN
fis-3253	1	41	and	and	CCONJ
fis-3253	1	42	composites	composite	NOUN
fis-3253	1	43	for	for	ADP
fis-3253	1	44	engineering	engineering	NOUN
fis-3253	1	45	structures	structure	NOUN
fis-3253	1	46	sensitivity	sensitivity	NOUN
fis-3253	1	47	analysis	analysis	NOUN
fis-3253	1	48	of	of	ADP
fis-3253	1	49	the	the	DET
fis-3253	1	50	gtn	gtn	PROPN
fis-3253	1	51	damage	damage	NOUN
fis-3253	1	52	parameters	parameter	NOUN
fis-3253	1	53	at	at	ADP
fis-3253	1	54	different	different	ADJ
fis-3253	1	55	temperature	temperature	NOUN
fis-3253	1	56	for	for	ADP
fis-3253	1	57	dynamic	dynamic	ADJ
fis-3253	1	58	fracture	fracture	NOUN
fis-3253	1	59	propagation	propagation	NOUN
fis-3253	1	60	in	in	ADP
fis-3253	1	61	x70	x70	NUM
fis-3253	1	62	pipeline	pipeline	NOUN
fis-3253	1	63	steel	steel	NOUN
fis-3253	1	64	using	use	VERB
fis-3253	1	65	neural	neural	ADJ
fis-3253	1	66	network	network	NOUN
fis-3253	1	67	abdelmoumin	abdelmoumin	PROPN
fis-3253	1	68	ouladbrahim	ouladbrahim	PROPN
fis-3253	1	69	,	,	PUNCT
fis-3253	1	70	idir	idir	PROPN
fis-3253	1	71	belaidi	belaidi	VERB
fis-3253	1	72	department	department	NOUN
fis-3253	1	73	of	of	ADP
fis-3253	1	74	mechanical	mechanical	ADJ
fis-3253	1	75	engineering	engineering	NOUN
fis-3253	1	76	,	,	PUNCT
fis-3253	1	77	university	university	NOUN
fis-3253	1	78	m’hamed	m’hame	VERB
fis-3253	1	79	bougara	bougara	PROPN
fis-3253	1	80	boumerdes	boumerdes	PROPN
fis-3253	1	81	,	,	PUNCT
fis-3253	1	82	lemi	lemi	PROPN
fis-3253	1	83	laboratory	laboratory	PROPN
fis-3253	1	84	,	,	PUNCT
fis-3253	1	85	35000	35000	NUM
fis-3253	1	86	boumerdes	boumerde	NOUN
fis-3253	1	87	,	,	PUNCT
fis-3253	1	88	algeria	algeria	PROPN
fis-3253	1	89	.	.	PUNCT
fis-3253	2	1	moumindoc@gmail.com	moumindoc@gmail.com	X
fis-3253	2	2	;	;	PUNCT
fis-3253	2	3	https://orcid.org/0000-0003-4729-298x	https://orcid.org/0000-0003-4729-298x	NOUN
fis-3253	2	4	idir.belaidi@gmail.com	idir.belaidi@gmail.com	X
fis-3253	2	5	;	;	PUNCT
fis-3253	2	6	https://orcid.org/0000-0003-3160-1135	https://orcid.org/0000-0003-3160-1135	PROPN
fis-3253	2	7	samir	samir	PROPN
fis-3253	2	8	khatir	khatir	PROPN
fis-3253	2	9	,	,	PUNCT
fis-3253	2	10	magd	magd	PROPN
fis-3253	2	11	abdel	abdel	PROPN
fis-3253	2	12	wahab	wahab	PROPN
fis-3253	2	13	soete	soete	PROPN
fis-3253	2	14	laboratory	laboratory	NOUN
fis-3253	2	15	,	,	PUNCT
fis-3253	2	16	faculty	faculty	NOUN
fis-3253	2	17	of	of	ADP
fis-3253	2	18	engineering	engineering	NOUN
fis-3253	2	19	and	and	CCONJ
fis-3253	2	20	architecture	architecture	NOUN
fis-3253	2	21	,	,	PUNCT
fis-3253	2	22	ghent	ghent	PROPN
fis-3253	2	23	university	university	PROPN
fis-3253	2	24	,	,	PUNCT
fis-3253	2	25	technologiepark	technologiepark	NOUN
fis-3253	2	26	zwijnaarde	zwijnaarde	PROPN
fis-3253	2	27	903	903	NUM
fis-3253	2	28	,	,	PUNCT
fis-3253	2	29	b-9052	b-9052	PROPN
fis-3253	2	30	,	,	PUNCT
fis-3253	2	31	zwijnaarde	zwijnaarde	PROPN
fis-3253	2	32	,	,	PUNCT
fis-3253	2	33	belgium	belgium	NOUN
fis-3253	2	34	;	;	PUNCT
fis-3253	2	35	khatir.samir@hotmail.fr	khatir.samir@hotmail.fr	PROPN
fis-3253	2	36	;	;	PUNCT
fis-3253	2	37	https://orcid.org/0000-0002-8101-3633	https://orcid.org/0000-0002-8101-3633	PROPN
fis-3253	2	38	magd.abdelwahab@ugent.be	magd.abdelwahab@ugent.be	PROPN
fis-3253	2	39	;	;	PUNCT
fis-3253	2	40	https://orcid.org/0000-0002-3610-865x	https://orcid.org/0000-0002-3610-865x	PROPN
fis-3253	2	41	erica	erica	PROPN
fis-3253	2	42	magagnini	magagnini	PROPN
fis-3253	2	43	,	,	PUNCT
fis-3253	2	44	roberto	roberto	PROPN
fis-3253	2	45	capozucca	capozucca	PROPN
fis-3253	2	46	dicea	dicea	PROPN
fis-3253	2	47	,	,	PUNCT
fis-3253	2	48	structural	structural	ADJ
fis-3253	2	49	section	section	NOUN
fis-3253	2	50	,	,	PUNCT
fis-3253	2	51	polytechnic	polytechnic	ADJ
fis-3253	2	52	university	university	NOUN
fis-3253	2	53	of	of	ADP
fis-3253	2	54	marche	marche	PROPN
fis-3253	2	55	,	,	PUNCT
fis-3253	2	56	italy	italy	PROPN
fis-3253	2	57	abstract	abstract	NOUN
fis-3253	2	58	.	.	PUNCT
fis-3253	3	1	in	in	ADP
fis-3253	3	2	this	this	DET
fis-3253	3	3	paper	paper	NOUN
fis-3253	3	4	,	,	PUNCT
fis-3253	3	5	the	the	DET
fis-3253	3	6	initial	initial	ADJ
fis-3253	3	7	and	and	CCONJ
fis-3253	3	8	maximum	maximum	ADJ
fis-3253	3	9	load	load	NOUN
fis-3253	3	10	was	be	AUX
fis-3253	3	11	studied	study	VERB
fis-3253	3	12	using	use	VERB
fis-3253	3	13	the	the	DET
fis-3253	3	14	finite	finite	ADJ
fis-3253	3	15	element	element	NOUN
fis-3253	3	16	modeling	modeling	NOUN
fis-3253	3	17	(	(	PUNCT
fis-3253	3	18	fem	fem	NOUN
fis-3253	3	19	)	)	PUNCT
fis-3253	3	20	analysis	analysis	NOUN
fis-3253	3	21	during	during	ADP
fis-3253	3	22	impact	impact	NOUN
fis-3253	3	23	testing	testing	NOUN
fis-3253	3	24	(	(	PUNCT
fis-3253	3	25	cvn	cvn	NOUN
fis-3253	3	26	)	)	PUNCT
fis-3253	3	27	of	of	ADP
fis-3253	3	28	pipeline	pipeline	NOUN
fis-3253	3	29	x70	x70	NUM
fis-3253	3	30	steel	steel	NOUN
fis-3253	3	31	.	.	PUNCT
fis-3253	4	1	the	the	DET
fis-3253	4	2	gurson	gurson	NOUN
fis-3253	4	3	-	-	PUNCT
fis-3253	4	4	tvergaard	tvergaard	NOUN
fis-3253	4	5	-	-	PUNCT
fis-3253	4	6	needleman	needleman	NOUN
fis-3253	4	7	(	(	PUNCT
fis-3253	4	8	gtn	gtn	PROPN
fis-3253	4	9	)	)	PUNCT
fis-3253	4	10	constitutive	constitutive	ADJ
fis-3253	4	11	model	model	NOUN
fis-3253	4	12	has	have	AUX
fis-3253	4	13	been	be	AUX
fis-3253	4	14	used	use	VERB
fis-3253	4	15	to	to	PART
fis-3253	4	16	simulate	simulate	VERB
fis-3253	4	17	the	the	DET
fis-3253	4	18	growth	growth	NOUN
fis-3253	4	19	of	of	ADP
fis-3253	4	20	voids	voids	NOUN
fis-3253	4	21	during	during	ADP
fis-3253	4	22	deformation	deformation	NOUN
fis-3253	4	23	of	of	ADP
fis-3253	4	24	pipeline	pipeline	NOUN
fis-3253	4	25	steel	steel	NOUN
fis-3253	4	26	at	at	ADP
fis-3253	4	27	different	different	ADJ
fis-3253	4	28	temperatures	temperature	NOUN
fis-3253	4	29	.	.	PUNCT
fis-3253	5	1	fem	fem	NOUN
fis-3253	5	2	simulations	simulation	NOUN
fis-3253	5	3	results	result	NOUN
fis-3253	5	4	used	use	VERB
fis-3253	5	5	to	to	PART
fis-3253	5	6	study	study	VERB
fis-3253	5	7	the	the	DET
fis-3253	5	8	sensitivity	sensitivity	NOUN
fis-3253	5	9	of	of	ADP
fis-3253	5	10	the	the	DET
fis-3253	5	11	initial	initial	ADJ
fis-3253	5	12	and	and	CCONJ
fis-3253	5	13	maximum	maximum	ADJ
fis-3253	5	14	load	load	NOUN
fis-3253	5	15	with	with	ADP
fis-3253	5	16	gtn	gtn	PROPN
fis-3253	5	17	parameters	parameter	NOUN
fis-3253	5	18	values	value	NOUN
fis-3253	5	19	proposed	propose	VERB
fis-3253	5	20	and	and	CCONJ
fis-3253	5	21	the	the	DET
fis-3253	5	22	variation	variation	NOUN
fis-3253	5	23	of	of	ADP
fis-3253	5	24	temperatures	temperature	NOUN
fis-3253	5	25	.	.	PUNCT
fis-3253	6	1	finally	finally	ADV
fis-3253	6	2	,	,	PUNCT
fis-3253	6	3	the	the	DET
fis-3253	6	4	applied	apply	VERB
fis-3253	6	5	artificial	artificial	ADJ
fis-3253	6	6	neural	neural	ADJ
fis-3253	6	7	network	network	NOUN
fis-3253	6	8	(	(	PUNCT
fis-3253	6	9	ann	ann	PROPN
fis-3253	6	10	)	)	PUNCT
fis-3253	6	11	is	be	AUX
fis-3253	6	12	used	use	VERB
fis-3253	6	13	to	to	PART
fis-3253	6	14	predict	predict	VERB
fis-3253	6	15	the	the	DET
fis-3253	6	16	initial	initial	ADJ
fis-3253	6	17	and	and	CCONJ
fis-3253	6	18	maximum	maximum	ADJ
fis-3253	6	19	load	load	NOUN
fis-3253	6	20	for	for	ADP
fis-3253	6	21	a	a	DET
fis-3253	6	22	given	give	VERB
fis-3253	6	23	set	set	NOUN
fis-3253	6	24	of	of	ADP
fis-3253	6	25	damage	damage	NOUN
fis-3253	6	26	parameters	parameter	NOUN
fis-3253	6	27	x70	x70	NUM
fis-3253	6	28	steel	steel	NOUN
fis-3253	6	29	at	at	ADP
fis-3253	6	30	different	different	ADJ
fis-3253	6	31	temperatures	temperature	NOUN
fis-3253	6	32	,	,	PUNCT
fis-3253	6	33	based	base	VERB
fis-3253	6	34	on	on	ADP
fis-3253	6	35	the	the	DET
fis-3253	6	36	results	result	NOUN
fis-3253	6	37	obtained	obtain	VERB
fis-3253	6	38	,	,	PUNCT
fis-3253	6	39	the	the	DET
fis-3253	6	40	neural	neural	ADJ
fis-3253	6	41	network	network	NOUN
fis-3253	6	42	is	be	AUX
fis-3253	6	43	able	able	ADJ
fis-3253	6	44	to	to	PART
fis-3253	6	45	provide	provide	VERB
fis-3253	6	46	a	a	DET
fis-3253	6	47	satisfactory	satisfactory	ADJ
fis-3253	6	48	approximation	approximation	NOUN
fis-3253	6	49	of	of	ADP
fis-3253	6	50	the	the	DET
fis-3253	6	51	load	load	NOUN
fis-3253	6	52	initiation	initiation	NOUN
fis-3253	6	53	and	and	CCONJ
fis-3253	6	54	load	load	NOUN
fis-3253	6	55	maximum	maximum	ADJ
fis-3253	6	56	in	in	ADP
fis-3253	6	57	impact	impact	NOUN
fis-3253	6	58	testing	testing	NOUN
fis-3253	6	59	of	of	ADP
fis-3253	6	60	x70	x70	NUM
fis-3253	6	61	steel	steel	NOUN
fis-3253	6	62	.	.	PUNCT
fis-3253	7	1	keywords	keyword	NOUN
fis-3253	7	2	.	.	PUNCT
fis-3253	8	1	steel	steel	NOUN
fis-3253	8	2	x70	x70	PROPN
fis-3253	8	3	;	;	PUNCT
fis-3253	8	4	impact	impact	NOUN
fis-3253	8	5	test	test	NOUN
fis-3253	8	6	(	(	PUNCT
fis-3253	8	7	cvn	cvn	PROPN
fis-3253	8	8	)	)	PUNCT
fis-3253	8	9	;	;	PUNCT
fis-3253	8	10	gtn	gtn	PROPN
fis-3253	8	11	parameters	parameter	NOUN
fis-3253	8	12	;	;	PUNCT
fis-3253	8	13	fem	fem	X
fis-3253	8	14	;	;	PUNCT
fis-3253	8	15	artificial	artificial	ADJ
fis-3253	8	16	neural	neural	ADJ
fis-3253	8	17	network	network	NOUN
fis-3253	8	18	.	.	PUNCT
fis-3253	9	1	citation	citation	NOUN
fis-3253	9	2	:	:	PUNCT
fis-3253	10	1	ouladbrahim	ouladbrahim	PROPN
fis-3253	10	2	,	,	PUNCT
fis-3253	10	3	a.	a.	PROPN
fis-3253	10	4	,	,	PUNCT
fis-3253	10	5	belaidi	belaidi	VERB
fis-3253	10	6	,	,	PUNCT
fis-3253	10	7	i	i	PRON
fis-3253	10	8	,	,	PUNCT
fis-3253	10	9	khatir	khatir	PROPN
fis-3253	10	10	,	,	PUNCT
fis-3253	10	11	s.	s.	PROPN
fis-3253	10	12	,	,	PUNCT
fis-3253	10	13	wahab	wahab	PROPN
fis-3253	10	14	,	,	PUNCT
fis-3253	10	15	m.	m.	NOUN
fis-3253	10	16	a.	a.	PROPN
fis-3253	10	17	,	,	PUNCT
fis-3253	10	18	magagnini	magagnini	PROPN
fis-3253	10	19	,	,	PUNCT
fis-3253	10	20	e.	e.	PROPN
fis-3253	10	21	,	,	PUNCT
fis-3253	10	22	capozucca	capozucca	PROPN
fis-3253	10	23	,	,	PUNCT
fis-3253	10	24	r.	r.	PROPN
fis-3253	10	25	,	,	PUNCT
fis-3253	10	26	sensitivity	sensitivity	NOUN
fis-3253	10	27	analysis	analysis	NOUN
fis-3253	10	28	of	of	ADP
fis-3253	10	29	the	the	DET
fis-3253	10	30	gtn	gtn	PROPN
fis-3253	10	31	damage	damage	NOUN
fis-3253	10	32	parameters	parameter	NOUN
fis-3253	10	33	at	at	ADP
fis-3253	10	34	different	different	ADJ
fis-3253	10	35	temperature	temperature	NOUN
fis-3253	10	36	for	for	ADP
fis-3253	10	37	dynamic	dynamic	ADJ
fis-3253	10	38	fracture	fracture	NOUN
fis-3253	10	39	propagation	propagation	NOUN
fis-3253	10	40	in	in	ADP
fis-3253	10	41	x70	x70	NUM
fis-3253	10	42	pipeline	pipeline	NOUN
fis-3253	10	43	steel	steel	NOUN
fis-3253	10	44	using	use	VERB
fis-3253	10	45	neural	neural	ADJ
fis-3253	10	46	network	network	NOUN
fis-3253	10	47	,	,	PUNCT
fis-3253	10	48	frattura	frattura	PROPN
fis-3253	10	49	ed	ed	PROPN
fis-3253	10	50	integrità	integrità	PROPN
fis-3253	10	51	strutturale	strutturale	PROPN
fis-3253	10	52	,	,	PUNCT
fis-3253	10	53	58	58	NUM
fis-3253	10	54	(	(	PUNCT
fis-3253	10	55	2021	2021	NUM
fis-3253	10	56	)	)	PUNCT
fis-3253	10	57	442	442	NUM
fis-3253	10	58	-	-	SYM
fis-3253	10	59	452	452	NUM
fis-3253	10	60	.	.	PUNCT
fis-3253	10	61	received	receive	VERB
fis-3253	10	62	:	:	PUNCT
fis-3253	10	63	27.08.2021	27.08.2021	NUM
fis-3253	10	64	accepted	accept	VERB
fis-3253	10	65	:	:	PUNCT
fis-3253	10	66	04.09.2021	04.09.2021	PRON
fis-3253	10	67	published	publish	VERB
fis-3253	10	68	:	:	PUNCT
fis-3253	10	69	01.10.2021	01.10.2021	NUM
fis-3253	11	1	copyright	copyright	NOUN
fis-3253	11	2	:	:	PUNCT
fis-3253	11	3	©	©	PROPN
fis-3253	11	4	2021	2021	NUM
fis-3253	11	5	this	this	PRON
fis-3253	11	6	is	be	AUX
fis-3253	11	7	an	an	DET
fis-3253	11	8	open	open	ADJ
fis-3253	11	9	access	access	NOUN
fis-3253	11	10	article	article	NOUN
fis-3253	11	11	under	under	ADP
fis-3253	11	12	the	the	DET
fis-3253	11	13	terms	term	NOUN
fis-3253	11	14	of	of	ADP
fis-3253	11	15	the	the	DET
fis-3253	11	16	cc	cc	NOUN
fis-3253	11	17	-	-	PUNCT
fis-3253	11	18	by	by	ADP
fis-3253	11	19	4.0	4.0	NUM
fis-3253	11	20	,	,	PUNCT
fis-3253	11	21	which	which	PRON
fis-3253	11	22	permits	permit	VERB
fis-3253	11	23	unrestricted	unrestricted	ADJ
fis-3253	11	24	use	use	NOUN
fis-3253	11	25	,	,	PUNCT
fis-3253	11	26	distribution	distribution	NOUN
fis-3253	11	27	,	,	PUNCT
fis-3253	11	28	and	and	CCONJ
fis-3253	11	29	reproduction	reproduction	NOUN
fis-3253	11	30	in	in	ADP
fis-3253	11	31	any	any	DET
fis-3253	11	32	medium	medium	NOUN
fis-3253	11	33	,	,	PUNCT
fis-3253	11	34	provided	provide	VERB
fis-3253	11	35	the	the	DET
fis-3253	11	36	original	original	ADJ
fis-3253	11	37	author	author	NOUN
fis-3253	11	38	and	and	CCONJ
fis-3253	11	39	source	source	NOUN
fis-3253	11	40	are	be	AUX
fis-3253	11	41	credited	credit	VERB
fis-3253	11	42	.	.	PUNCT
fis-3253	12	1	https://youtu.be/nfs6wqfsa8s	https://youtu.be/nfs6wqfsa8s	PROPN
fis-3253	12	2	a.	a.	PROPN
fis-3253	12	3	ouladbrahim	ouladbrahim	PROPN
fis-3253	12	4	et	et	PROPN
fis-3253	12	5	alii	alii	PROPN
fis-3253	12	6	,	,	PUNCT
fis-3253	12	7	frattura	frattura	PROPN
fis-3253	12	8	ed	ed	PROPN
fis-3253	12	9	integrità	integrità	PROPN
fis-3253	12	10	strutturale	strutturale	PROPN
fis-3253	12	11	,	,	PUNCT
fis-3253	12	12	58	58	NUM
fis-3253	12	13	(	(	PUNCT
fis-3253	12	14	2021	2021	NUM
fis-3253	12	15	)	)	PUNCT
fis-3253	12	16	442	442	NUM
fis-3253	12	17	-	-	SYM
fis-3253	12	18	452	452	NUM
fis-3253	12	19	;	;	PUNCT
fis-3253	12	20	doi	doi	NOUN
fis-3253	12	21	:	:	PUNCT
fis-3253	12	22	10.3221	10.3221	NUM
fis-3253	12	23	/	/	SYM
fis-3253	12	24	igf	igf	PROPN
fis-3253	12	25	-	-	PUNCT
fis-3253	12	26	esis.58.32	esis.58.32	PROPN
fis-3253	12	27	443	443	NUM
fis-3253	12	28	introduction	introduction	NOUN
fis-3253	12	29	he	he	PRON
fis-3253	12	30	importance	importance	NOUN
fis-3253	12	31	in	in	ADP
fis-3253	12	32	the	the	DET
fis-3253	12	33	design	design	NOUN
fis-3253	12	34	of	of	ADP
fis-3253	12	35	the	the	DET
fis-3253	12	36	current	current	ADJ
fis-3253	12	37	pipelines	pipeline	NOUN
fis-3253	12	38	is	be	AUX
fis-3253	12	39	the	the	DET
fis-3253	12	40	sufficient	sufficient	ADJ
fis-3253	12	41	resistance	resistance	NOUN
fis-3253	12	42	of	of	ADP
fis-3253	12	43	steels	steel	NOUN
fis-3253	12	44	against	against	ADP
fis-3253	12	45	fractures	fracture	NOUN
fis-3253	12	46	and	and	CCONJ
fis-3253	12	47	ductile	ductile	NOUN
fis-3253	12	48	rupture	rupture	NOUN
fis-3253	12	49	of	of	ADP
fis-3253	12	50	the	the	DET
fis-3253	12	51	pipelines	pipeline	NOUN
fis-3253	12	52	should	should	AUX
fis-3253	12	53	be	be	AUX
fis-3253	12	54	avoided	avoid	VERB
fis-3253	12	55	and	and	CCONJ
fis-3253	12	56	their	their	PRON
fis-3253	12	57	catastrophic	catastrophic	ADJ
fis-3253	12	58	consequences	consequence	NOUN
fis-3253	12	59	with	with	ADP
fis-3253	12	60	the	the	DET
fis-3253	12	61	initiation	initiation	NOUN
fis-3253	12	62	of	of	ADP
fis-3253	12	63	the	the	DET
fis-3253	12	64	rupture	rupture	NOUN
fis-3253	12	65	and	and	CCONJ
fis-3253	12	66	the	the	DET
fis-3253	12	67	propagation	propagation	NOUN
fis-3253	12	68	of	of	ADP
fis-3253	12	69	the	the	DET
fis-3253	12	70	fracture	fracture	NOUN
fis-3253	12	71	of	of	ADP
fis-3253	12	72	the	the	DET
fis-3253	12	73	pipeline	pipeline	NOUN
fis-3253	12	74	,	,	PUNCT
fis-3253	12	75	while	while	SCONJ
fis-3253	12	76	this	this	PRON
fis-3253	12	77	requires	require	VERB
fis-3253	12	78	a	a	DET
fis-3253	12	79	value	value	NOUN
fis-3253	12	80	of	of	ADP
fis-3253	12	81	the	the	DET
fis-3253	12	82	minimum	minimum	ADJ
fis-3253	12	83	toughness	toughness	NOUN
fis-3253	12	84	of	of	ADP
fis-3253	12	85	the	the	DET
fis-3253	12	86	steel	steel	NOUN
fis-3253	12	87	necessary	necessary	ADJ
fis-3253	12	88	to	to	PART
fis-3253	12	89	arrest	arrest	VERB
fis-3253	12	90	a	a	DET
fis-3253	12	91	long	long	ADV
fis-3253	12	92	-	-	PUNCT
fis-3253	12	93	lasting	last	VERB
fis-3253	12	94	ductile	ductile	NOUN
fis-3253	12	95	fracture	fracture	NOUN
fis-3253	12	96	.	.	PUNCT
fis-3253	13	1	the	the	DET
fis-3253	13	2	mechanical	mechanical	ADJ
fis-3253	13	3	characterizations	characterization	NOUN
fis-3253	13	4	deduced	deduce	VERB
fis-3253	13	5	from	from	ADP
fis-3253	13	6	tensile	tensile	NOUN
fis-3253	13	7	testing	testing	NOUN
fis-3253	13	8	in	in	ADP
fis-3253	13	9	the	the	DET
fis-3253	13	10	pipeline	pipeline	NOUN
fis-3253	13	11	manufacturing	manufacturing	NOUN
fis-3253	13	12	laboratory	laboratory	NOUN
fis-3253	13	13	may	may	AUX
fis-3253	13	14	be	be	AUX
fis-3253	13	15	insufficient	insufficient	ADJ
fis-3253	13	16	because	because	SCONJ
fis-3253	13	17	breaks	break	NOUN
fis-3253	13	18	can	can	AUX
fis-3253	13	19	be	be	AUX
fis-3253	13	20	obtained	obtain	VERB
fis-3253	13	21	below	below	ADP
fis-3253	13	22	the	the	DET
fis-3253	13	23	yield	yield	NOUN
fis-3253	13	24	strength	strength	NOUN
fis-3253	13	25	under	under	ADP
fis-3253	13	26	normal	normal	ADJ
fis-3253	13	27	and	and	CCONJ
fis-3253	13	28	special	special	ADJ
fis-3253	13	29	conditions	condition	NOUN
fis-3253	13	30	rendering	render	VERB
fis-3253	13	31	the	the	DET
fis-3253	13	32	material	material	NOUN
fis-3253	13	33	in	in	ADP
fis-3253	13	34	a	a	DET
fis-3253	13	35	brittle	brittle	ADJ
fis-3253	13	36	state	state	NOUN
fis-3253	13	37	.	.	PUNCT
fis-3253	14	1	the	the	DET
fis-3253	14	2	impact	impact	NOUN
fis-3253	14	3	test	test	NOUN
fis-3253	14	4	is	be	AUX
fis-3253	14	5	a	a	DET
fis-3253	14	6	main	main	ADJ
fis-3253	14	7	complement	complement	NOUN
fis-3253	14	8	to	to	ADP
fis-3253	14	9	the	the	DET
fis-3253	14	10	tensile	tensile	NOUN
fis-3253	14	11	test	test	NOUN
fis-3253	14	12	.	.	PUNCT
fis-3253	15	1	the	the	DET
fis-3253	15	2	impact	impact	NOUN
fis-3253	15	3	bending	bend	VERB
fis-3253	15	4	test	test	NOUN
fis-3253	15	5	or	or	CCONJ
fis-3253	15	6	the	the	DET
fis-3253	15	7	impact	impact	NOUN
fis-3253	15	8	test	test	NOUN
fis-3253	15	9	on	on	ADP
fis-3253	15	10	a	a	DET
fis-3253	15	11	notched	notch	VERB
fis-3253	15	12	charpy	charpy	ADJ
fis-3253	15	13	specimen	speciman	NOUN
fis-3253	15	14	is	be	AUX
fis-3253	15	15	intended	intend	VERB
fis-3253	15	16	to	to	PART
fis-3253	15	17	measure	measure	VERB
fis-3253	15	18	the	the	DET
fis-3253	15	19	resistance	resistance	NOUN
fis-3253	15	20	of	of	ADP
fis-3253	15	21	a	a	DET
fis-3253	15	22	material	material	NOUN
fis-3253	15	23	to	to	ADP
fis-3253	15	24	sudden	sudden	ADJ
fis-3253	15	25	rupture	rupture	NOUN
fis-3253	15	26	.	.	PUNCT
fis-3253	16	1	the	the	DET
fis-3253	16	2	impact	impact	NOUN
fis-3253	16	3	test	test	NOUN
fis-3253	16	4	represented	represent	VERB
fis-3253	16	5	by	by	ADP
fis-3253	16	6	the	the	DET
fis-3253	16	7	charpy	charpy	ADJ
fis-3253	16	8	v	v	NOUN
fis-3253	16	9	-	-	PUNCT
fis-3253	16	10	notch	notch	NOUN
fis-3253	16	11	(	(	PUNCT
fis-3253	16	12	cvn	cvn	NOUN
fis-3253	16	13	)	)	PUNCT
fis-3253	16	14	(	(	PUNCT
fis-3253	16	15	astm	astm	PROPN
fis-3253	16	16	international	international	PROPN
fis-3253	16	17	)	)	PUNCT
fis-3253	17	1	[	[	X
fis-3253	17	2	1]is	1]is	NUM
fis-3253	17	3	used	use	VERB
fis-3253	17	4	to	to	PART
fis-3253	17	5	determine	determine	VERB
fis-3253	17	6	the	the	DET
fis-3253	17	7	fracture	fracture	NOUN
fis-3253	17	8	value	value	NOUN
fis-3253	17	9	of	of	ADP
fis-3253	17	10	the	the	DET
fis-3253	17	11	toughness	toughness	NOUN
fis-3253	17	12	of	of	ADP
fis-3253	17	13	a	a	DET
fis-3253	17	14	considerable	considerable	ADJ
fis-3253	17	15	material	material	NOUN
fis-3253	17	16	in	in	ADP
fis-3253	17	17	the	the	DET
fis-3253	17	18	frame	frame	NOUN
fis-3253	17	19	that	that	SCONJ
fis-3253	17	20	it	it	PRON
fis-3253	17	21	is	be	AUX
fis-3253	17	22	an	an	DET
fis-3253	17	23	easy	easy	ADJ
fis-3253	17	24	and	and	CCONJ
fis-3253	17	25	more	more	ADV
fis-3253	17	26	economical	economical	ADJ
fis-3253	17	27	method	method	NOUN
fis-3253	17	28	to	to	PART
fis-3253	17	29	perform	perform	VERB
fis-3253	17	30	experiments	experiment	NOUN
fis-3253	17	31	.	.	PUNCT
fis-3253	18	1	the	the	DET
fis-3253	18	2	high	high	ADJ
fis-3253	18	3	cost	cost	NOUN
fis-3253	18	4	of	of	ADP
fis-3253	18	5	large	large	ADJ
fis-3253	18	6	-	-	PUNCT
fis-3253	18	7	scale	scale	NOUN
fis-3253	18	8	experimental	experimental	ADJ
fis-3253	18	9	campaigns	campaign	NOUN
fis-3253	18	10	has	have	AUX
fis-3253	18	11	driven	drive	VERB
fis-3253	18	12	the	the	DET
fis-3253	18	13	development	development	NOUN
fis-3253	18	14	of	of	ADP
fis-3253	18	15	more	more	ADV
fis-3253	18	16	economical	economical	ADJ
fis-3253	18	17	laboratory	laboratory	NOUN
fis-3253	18	18	-	-	PUNCT
fis-3253	18	19	scale	scale	NOUN
fis-3253	18	20	tests	test	NOUN
fis-3253	18	21	such	such	ADJ
fis-3253	18	22	as	as	ADP
fis-3253	18	23	the	the	DET
fis-3253	18	24	well	well	ADV
fis-3253	18	25	-	-	PUNCT
fis-3253	18	26	known	know	VERB
fis-3253	18	27	charpy	charpy	ADJ
fis-3253	18	28	v	v	NOUN
fis-3253	18	29	-	-	PUNCT
fis-3253	18	30	notch	notch	NOUN
fis-3253	18	31	(	(	PUNCT
fis-3253	18	32	cvn	cvn	NOUN
fis-3253	18	33	)	)	PUNCT
fis-3253	18	34	impact	impact	NOUN
fis-3253	18	35	test	test	NOUN
fis-3253	18	36	,	,	PUNCT
fis-3253	18	37	drop	drop	VERB
fis-3253	18	38	weight	weight	NOUN
fis-3253	18	39	tear	tear	NOUN
fis-3253	18	40	test	test	NOUN
fis-3253	18	41	(	(	PUNCT
fis-3253	18	42	dwtt	dwtt	PROPN
fis-3253	18	43	)	)	PUNCT
fis-3253	19	1	[	[	X
fis-3253	19	2	2]and	2]and	NUM
fis-3253	19	3	more	more	ADV
fis-3253	19	4	recently	recently	ADV
fis-3253	19	5	the	the	DET
fis-3253	19	6	dynamic	dynamic	ADJ
fis-3253	19	7	tear	tear	NOUN
fis-3253	19	8	test	test	NOUN
fis-3253	19	9	(	(	PUNCT
fis-3253	19	10	dt3	dt3	NOUN
fis-3253	19	11	)	)	PUNCT
fis-3253	20	1	[	[	X
fis-3253	20	2	3	3	NUM
fis-3253	20	3	]	]	PUNCT
fis-3253	20	4	.	.	PUNCT
fis-3253	21	1	for	for	ADP
fis-3253	21	2	modern	modern	ADJ
fis-3253	21	3	pipelines	pipeline	NOUN
fis-3253	21	4	with	with	ADP
fis-3253	21	5	a	a	DET
fis-3253	21	6	wall	wall	NOUN
fis-3253	21	7	thickness	thickness	NOUN
fis-3253	21	8	reaching	reach	VERB
fis-3253	21	9	over	over	ADP
fis-3253	21	10	20	20	NUM
fis-3253	21	11	mm	mm	NOUN
fis-3253	21	12	,	,	PUNCT
fis-3253	21	13	the	the	DET
fis-3253	21	14	cvn	cvn	NOUN
fis-3253	21	15	has	have	VERB
fis-3253	21	16	a	a	DET
fis-3253	21	17	relatively	relatively	ADV
fis-3253	21	18	small	small	ADJ
fis-3253	21	19	standard	standard	ADJ
fis-3253	21	20	specimen	speciman	NOUN
fis-3253	21	21	size	size	VERB
fis-3253	21	22	with	with	ADP
fis-3253	21	23	a	a	DET
fis-3253	21	24	cross	cross	NOUN
fis-3253	21	25	section	section	NOUN
fis-3253	21	26	of	of	ADP
fis-3253	21	27	10	10	NUM
fis-3253	21	28	mm	mm	NOUN
fis-3253	21	29	×	×	NOUN
fis-3253	21	30	10	10	NUM
fis-3253	21	31	mm	mm	NOUN
fis-3253	22	1	[	[	X
fis-3253	22	2	4	4	NUM
fis-3253	22	3	]	]	PUNCT
fis-3253	22	4	.	.	PUNCT
fis-3253	23	1	in	in	ADP
fis-3253	23	2	addition	addition	NOUN
fis-3253	23	3	,	,	PUNCT
fis-3253	23	4	limited	limit	VERB
fis-3253	23	5	by	by	ADP
fis-3253	23	6	the	the	DET
fis-3253	23	7	test	test	NOUN
fis-3253	23	8	conditions	condition	NOUN
fis-3253	23	9	,	,	PUNCT
fis-3253	23	10	the	the	DET
fis-3253	23	11	results	result	NOUN
fis-3253	23	12	of	of	ADP
fis-3253	23	13	the	the	DET
fis-3253	23	14	charpy	charpy	ADJ
fis-3253	23	15	impact	impact	NOUN
fis-3253	23	16	test	test	NOUN
fis-3253	23	17	will	will	AUX
fis-3253	23	18	be	be	AUX
fis-3253	23	19	affected	affect	VERB
fis-3253	23	20	by	by	ADP
fis-3253	23	21	certain	certain	ADJ
fis-3253	23	22	factors	factor	NOUN
fis-3253	23	23	,	,	PUNCT
fis-3253	23	24	which	which	PRON
fis-3253	23	25	have	have	AUX
fis-3253	23	26	been	be	AUX
fis-3253	23	27	investigated	investigate	VERB
fis-3253	23	28	by	by	ADP
fis-3253	23	29	many	many	ADJ
fis-3253	23	30	of	of	ADP
fis-3253	23	31	the	the	DET
fis-3253	23	32	researchers	researcher	NOUN
fis-3253	23	33	.	.	PUNCT
fis-3253	24	1	it	it	PRON
fis-3253	24	2	is	be	AUX
fis-3253	24	3	also	also	ADV
fis-3253	24	4	of	of	ADP
fis-3253	24	5	great	great	ADJ
fis-3253	24	6	research	research	NOUN
fis-3253	24	7	value	value	NOUN
fis-3253	24	8	to	to	PART
fis-3253	24	9	transform	transform	VERB
fis-3253	24	10	non	non	ADJ
fis-3253	24	11	-	-	ADJ
fis-3253	24	12	standard	standard	ADJ
fis-3253	24	13	test	test	NOUN
fis-3253	24	14	results	result	NOUN
fis-3253	24	15	into	into	ADP
fis-3253	24	16	standard	standard	ADJ
fis-3253	24	17	results	result	NOUN
fis-3253	24	18	.	.	PUNCT
fis-3253	25	1	li	li	PROPN
fis-3253	26	1	[	[	X
fis-3253	26	2	5]studied	5]studie	VERB
fis-3253	26	3	the	the	DET
fis-3253	26	4	influence	influence	NOUN
fis-3253	26	5	of	of	ADP
fis-3253	26	6	the	the	DET
fis-3253	26	7	radius	radius	NOUN
fis-3253	26	8	of	of	ADP
fis-3253	26	9	the	the	DET
fis-3253	26	10	striker	striker	NOUN
fis-3253	26	11	on	on	ADP
fis-3253	26	12	the	the	DET
fis-3253	26	13	energy	energy	NOUN
fis-3253	26	14	absorbed	absorb	VERB
fis-3253	26	15	by	by	ADP
fis-3253	26	16	the	the	DET
fis-3253	26	17	impact	impact	NOUN
fis-3253	26	18	of	of	ADP
fis-3253	26	19	x80	x80	NOUN
fis-3253	26	20	steel	steel	NOUN
fis-3253	26	21	for	for	ADP
fis-3253	26	22	pipelines	pipeline	NOUN
fis-3253	26	23	;	;	PUNCT
fis-3253	26	24	madhusudhan[6	madhusudhan[6	PROPN
fis-3253	26	25	]	]	PUNCT
fis-3253	26	26	presented	present	VERB
fis-3253	26	27	the	the	DET
fis-3253	26	28	variation	variation	NOUN
fis-3253	26	29	of	of	ADP
fis-3253	26	30	energy	energy	NOUN
fis-3253	26	31	absorbed	absorb	VERB
fis-3253	26	32	by	by	ADP
fis-3253	26	33	changing	change	VERB
fis-3253	26	34	the	the	DET
fis-3253	26	35	pendulum	pendulum	ADJ
fis-3253	26	36	speeds	speed	NOUN
fis-3253	26	37	of	of	ADP
fis-3253	26	38	5	5	NUM
fis-3253	26	39	m	m	NOUN
fis-3253	26	40	/	/	SYM
fis-3253	26	41	s	s	PROPN
fis-3253	26	42	,	,	PUNCT
fis-3253	26	43	6	6	NUM
fis-3253	26	44	m	m	NOUN
fis-3253	26	45	/	/	SYM
fis-3253	26	46	s	s	PROPN
fis-3253	26	47	,	,	PUNCT
fis-3253	26	48	7	7	NUM
fis-3253	26	49	m	m	NOUN
fis-3253	26	50	/	/	SYM
fis-3253	26	51	s	s	X
fis-3253	26	52	and	and	CCONJ
fis-3253	26	53	9	9	NUM
fis-3253	26	54	m	m	NOUN
fis-3253	26	55	/	/	SYM
fis-3253	26	56	s	s	PRON
fis-3253	26	57	of	of	ADP
fis-3253	26	58	maraging	marage	VERB
fis-3253	26	59	steel	steel	NOUN
fis-3253	26	60	300	300	NUM
fis-3253	26	61	using	use	VERB
fis-3253	26	62	abaqus	abaqus	NOUN
fis-3253	26	63	software	software	NOUN
fis-3253	26	64	.	.	PUNCT
fis-3253	27	1	for	for	ADP
fis-3253	27	2	x70	x70	NUM
fis-3253	27	3	pipeline	pipeline	NOUN
fis-3253	27	4	steel	steel	NOUN
fis-3253	27	5	,	,	PUNCT
fis-3253	27	6	there	there	PRON
fis-3253	27	7	is	be	VERB
fis-3253	27	8	a	a	DET
fis-3253	27	9	lack	lack	NOUN
fis-3253	27	10	of	of	ADP
fis-3253	27	11	comprehensive	comprehensive	ADJ
fis-3253	27	12	and	and	CCONJ
fis-3253	27	13	systematic	systematic	ADJ
fis-3253	27	14	analysis	analysis	NOUN
fis-3253	27	15	of	of	ADP
fis-3253	27	16	factors	factor	NOUN
fis-3253	27	17	influencing	influence	VERB
fis-3253	27	18	the	the	DET
fis-3253	27	19	results	result	NOUN
fis-3253	27	20	of	of	ADP
fis-3253	27	21	charpy	charpy	ADJ
fis-3253	27	22	impact	impact	NOUN
fis-3253	27	23	testing	testing	NOUN
fis-3253	27	24	;	;	PUNCT
fis-3253	27	25	so	so	CCONJ
fis-3253	27	26	the	the	DET
fis-3253	27	27	corresponding	correspond	VERB
fis-3253	27	28	damage	damage	NOUN
fis-3253	27	29	models	model	NOUN
fis-3253	27	30	can	can	AUX
fis-3253	27	31	be	be	AUX
fis-3253	27	32	validated	validate	VERB
fis-3253	27	33	and	and	CCONJ
fis-3253	27	34	/	/	SYM
fis-3253	27	35	or	or	CCONJ
fis-3253	27	36	calibrated	calibrate	VERB
fis-3253	27	37	to	to	PART
fis-3253	27	38	be	be	AUX
fis-3253	27	39	implemented	implement	VERB
fis-3253	27	40	in	in	ADP
fis-3253	27	41	more	more	ADJ
fis-3253	27	42	complex	complex	ADJ
fis-3253	27	43	simulations	simulation	NOUN
fis-3253	27	44	.	.	PUNCT
fis-3253	28	1	the	the	DET
fis-3253	28	2	gurson	gurson	NOUN
fis-3253	28	3	-	-	PUNCT
fis-3253	28	4	tvergaard	tvergaard	NOUN
fis-3253	28	5	-	-	PUNCT
fis-3253	28	6	needleman	needleman	NOUN
fis-3253	28	7	(	(	PUNCT
fis-3253	28	8	gtn	gtn	PROPN
fis-3253	28	9	)	)	PUNCT
fis-3253	29	1	[	[	X
fis-3253	29	2	7	7	X
fis-3253	29	3	]	]	PUNCT
fis-3253	29	4	damage	damage	NOUN
fis-3253	29	5	model	model	NOUN
fis-3253	29	6	is	be	AUX
fis-3253	29	7	well	well	ADV
fis-3253	29	8	-	-	PUNCT
fis-3253	29	9	known	know	VERB
fis-3253	29	10	and	and	CCONJ
fis-3253	29	11	widely	widely	ADV
fis-3253	29	12	applied	apply	VERB
fis-3253	29	13	and	and	CCONJ
fis-3253	29	14	it	it	PRON
fis-3253	29	15	is	be	AUX
fis-3253	29	16	used	use	VERB
fis-3253	29	17	to	to	PART
fis-3253	29	18	simulate	simulate	VERB
fis-3253	29	19	dynamic	dynamic	ADJ
fis-3253	29	20	ductility	ductility	NOUN
fis-3253	29	21	fracture	fracture	NOUN
fis-3253	29	22	propagation	propagation	NOUN
fis-3253	30	1	[	[	X
fis-3253	30	2	8	8	NUM
fis-3253	30	3	]	]	PUNCT
fis-3253	30	4	.	.	PUNCT
fis-3253	31	1	due	due	ADP
fis-3253	31	2	to	to	ADP
fis-3253	31	3	the	the	DET
fis-3253	31	4	limited	limited	ADJ
fis-3253	31	5	parameter	parameter	NOUN
fis-3253	31	6	set	set	VERB
fis-3253	31	7	in	in	ADP
fis-3253	31	8	this	this	DET
fis-3253	31	9	model	model	NOUN
fis-3253	31	10	,	,	PUNCT
fis-3253	31	11	it	it	PRON
fis-3253	31	12	is	be	AUX
fis-3253	31	13	often	often	ADV
fis-3253	31	14	adopted	adopt	VERB
fis-3253	31	15	in	in	ADP
fis-3253	31	16	the	the	DET
fis-3253	31	17	industry	industry	NOUN
fis-3253	31	18	field	field	NOUN
fis-3253	31	19	.	.	PUNCT
fis-3253	32	1	in	in	ADP
fis-3253	32	2	this	this	DET
fis-3253	32	3	article	article	NOUN
fis-3253	32	4	,	,	PUNCT
fis-3253	32	5	the	the	DET
fis-3253	32	6	application	application	NOUN
fis-3253	32	7	of	of	ADP
fis-3253	32	8	the	the	DET
fis-3253	32	9	gtn	gtn	PROPN
fis-3253	32	10	damage	damage	NOUN
fis-3253	32	11	model	model	NOUN
fis-3253	32	12	for	for	ADP
fis-3253	32	13	the	the	DET
fis-3253	32	14	dynamic	dynamic	ADJ
fis-3253	32	15	propagation	propagation	NOUN
fis-3253	32	16	of	of	ADP
fis-3253	32	17	fractures	fracture	NOUN
fis-3253	32	18	in	in	ADP
fis-3253	32	19	the	the	DET
fis-3253	32	20	charpy	charpy	ADJ
fis-3253	32	21	test	test	NOUN
fis-3253	32	22	case	case	NOUN
fis-3253	32	23	is	be	AUX
fis-3253	32	24	studied	study	VERB
fis-3253	32	25	and	and	CCONJ
fis-3253	32	26	the	the	DET
fis-3253	32	27	influence	influence	NOUN
fis-3253	32	28	of	of	ADP
fis-3253	32	29	the	the	DET
fis-3253	32	30	damage	damage	NOUN
fis-3253	32	31	parameters	parameter	NOUN
fis-3253	32	32	on	on	ADP
fis-3253	32	33	the	the	DET
fis-3253	32	34	initial	initial	ADJ
fis-3253	32	35	and	and	CCONJ
fis-3253	32	36	maximum	maximum	ADJ
fis-3253	32	37	fracture	fracture	NOUN
fis-3253	32	38	load	load	NOUN
fis-3253	32	39	will	will	AUX
fis-3253	32	40	be	be	AUX
fis-3253	32	41	quantified	quantify	VERB
fis-3253	32	42	.	.	PUNCT
fis-3253	33	1	at	at	ADP
fis-3253	33	2	failure	failure	NOUN
fis-3253	33	3	are	be	AUX
fis-3253	33	4	applied	apply	VERB
fis-3253	33	5	to	to	ADP
fis-3253	33	6	a	a	DET
fis-3253	33	7	high	high	ADJ
fis-3253	33	8	strength	strength	NOUN
fis-3253	33	9	pipe	pipe	NOUN
fis-3253	33	10	material	material	NOUN
fis-3253	33	11	,	,	PUNCT
fis-3253	33	12	namely	namely	ADV
fis-3253	33	13	x70	x70	ADJ
fis-3253	33	14	through	through	ADP
fis-3253	33	15	a	a	DET
fis-3253	33	16	numerical	numerical	ADJ
fis-3253	33	17	study	study	NOUN
fis-3253	33	18	of	of	ADP
fis-3253	33	19	a	a	DET
fis-3253	33	20	cvn	cvn	NOUN
fis-3253	33	21	impact	impact	NOUN
fis-3253	33	22	experiment	experiment	NOUN
fis-3253	33	23	.	.	PUNCT
fis-3253	34	1	a	a	DET
fis-3253	34	2	sensitivity	sensitivity	NOUN
fis-3253	34	3	analysis	analysis	NOUN
fis-3253	34	4	of	of	ADP
fis-3253	34	5	the	the	DET
fis-3253	34	6	gtn	gtn	PROPN
fis-3253	34	7	damage	damage	NOUN
fis-3253	34	8	constants	constant	NOUN
fis-3253	34	9	is	be	AUX
fis-3253	34	10	carried	carry	VERB
fis-3253	34	11	out	out	ADP
fis-3253	34	12	to	to	PART
fis-3253	34	13	evaluate	evaluate	VERB
fis-3253	34	14	their	their	PRON
fis-3253	34	15	influence	influence	NOUN
fis-3253	34	16	on	on	ADP
fis-3253	34	17	the	the	DET
fis-3253	34	18	initial	initial	ADJ
fis-3253	34	19	and	and	CCONJ
fis-3253	34	20	maximum	maximum	ADJ
fis-3253	34	21	load	load	NOUN
fis-3253	34	22	expected	expect	VERB
fis-3253	34	23	at	at	ADP
fis-3253	34	24	failure	failure	NOUN
fis-3253	34	25	.	.	PUNCT
fis-3253	35	1	to	to	PART
fis-3253	35	2	analyze	analyze	VERB
fis-3253	35	3	the	the	DET
fis-3253	35	4	simulation	simulation	NOUN
fis-3253	35	5	data	datum	NOUN
fis-3253	35	6	obtained	obtain	VERB
fis-3253	35	7	,	,	PUNCT
fis-3253	35	8	machine	machine	NOUN
fis-3253	35	9	learning	learning	NOUN
fis-3253	35	10	approaches	approach	NOUN
fis-3253	35	11	are	be	AUX
fis-3253	35	12	applied	apply	VERB
fis-3253	35	13	and	and	CCONJ
fis-3253	35	14	represented	represent	VERB
fis-3253	35	15	by	by	ADP
fis-3253	35	16	an	an	DET
fis-3253	35	17	artificial	artificial	ADJ
fis-3253	35	18	neural	neural	ADJ
fis-3253	35	19	network	network	NOUN
fis-3253	35	20	in	in	ADP
fis-3253	35	21	order	order	NOUN
fis-3253	35	22	to	to	PART
fis-3253	35	23	identify	identify	VERB
fis-3253	35	24	the	the	DET
fis-3253	35	25	relative	relative	ADJ
fis-3253	35	26	influence	influence	NOUN
fis-3253	35	27	of	of	ADP
fis-3253	35	28	the	the	DET
fis-3253	35	29	values	value	NOUN
fis-3253	35	30	of	of	ADP
fis-3253	35	31	the	the	DET
fis-3253	35	32	gtn	gtn	PROPN
fis-3253	35	33	parameters	parameter	NOUN
fis-3253	35	34	and	and	CCONJ
fis-3253	35	35	in	in	ADP
fis-3253	35	36	temperature	temperature	NOUN
fis-3253	35	37	change	change	NOUN
fis-3253	35	38	on	on	ADP
fis-3253	35	39	the	the	DET
fis-3253	35	40	initial	initial	ADJ
fis-3253	35	41	and	and	CCONJ
fis-3253	35	42	maximum	maximum	ADJ
fis-3253	35	43	load	load	NOUN
fis-3253	35	44	of	of	ADP
fis-3253	35	45	the	the	DET
fis-3253	35	46	rupture	rupture	NOUN
fis-3253	35	47	.	.	PUNCT
fis-3253	36	1	the	the	DET
fis-3253	36	2	potential	potential	ADJ
fis-3253	36	3	predictive	predictive	ADJ
fis-3253	36	4	capacity	capacity	NOUN
fis-3253	36	5	of	of	ADP
fis-3253	36	6	our	our	PRON
fis-3253	36	7	model	model	NOUN
fis-3253	36	8	is	be	AUX
fis-3253	36	9	tested	test	VERB
fis-3253	36	10	by	by	ADP
fis-3253	36	11	analyzing	analyze	VERB
fis-3253	36	12	the	the	DET
fis-3253	36	13	outputs	output	NOUN
fis-3253	36	14	of	of	ADP
fis-3253	36	15	our	our	PRON
fis-3253	36	16	neural	neural	ADJ
fis-3253	36	17	network	network	NOUN
fis-3253	36	18	for	for	ADP
fis-3253	36	19	the	the	DET
fis-3253	36	20	proposed	propose	VERB
fis-3253	36	21	gtn	gtn	PROPN
fis-3253	36	22	parameter	parameter	PROPN
fis-3253	36	23	sets	set	NOUN
fis-3253	36	24	.	.	PUNCT
fis-3253	37	1	finite	finite	PROPN
fis-3253	37	2	element	element	PROPN
fis-3253	37	3	model	model	NOUN
fis-3253	37	4	e	e	NOUN
fis-3253	37	5	analysis	analysis	NOUN
fis-3253	37	6	of	of	ADP
fis-3253	37	7	tensile	tensile	NOUN
fis-3253	37	8	test	test	NOUN
fis-3253	37	9	for	for	ADP
fis-3253	37	10	base	base	NOUN
fis-3253	37	11	metal	metal	NOUN
fis-3253	37	12	is	be	AUX
fis-3253	37	13	performed	perform	VERB
fis-3253	37	14	using	use	VERB
fis-3253	37	15	commercially	commercially	ADV
fis-3253	37	16	available	available	ADJ
fis-3253	37	17	abaqus	abaqus	NOUN
fis-3253	37	18	software	software	NOUN
fis-3253	37	19	;	;	PUNCT
fis-3253	37	20	the	the	DET
fis-3253	37	21	charpy	charpy	ADJ
fis-3253	37	22	tensile	tensile	NOUN
fis-3253	37	23	and	and	CCONJ
fis-3253	37	24	impact	impact	NOUN
fis-3253	37	25	part	part	NOUN
fis-3253	37	26	is	be	AUX
fis-3253	37	27	modeled	model	VERB
fis-3253	37	28	as	as	ADP
fis-3253	37	29	deformable	deformable	ADJ
fis-3253	37	30	.	.	PUNCT
fis-3253	38	1	a	a	DET
fis-3253	38	2	3d	3d	NUM
fis-3253	38	3	solid	solid	ADJ
fis-3253	38	4	finite	finite	PROPN
fis-3253	38	5	element	element	NOUN
fis-3253	38	6	model	model	NOUN
fis-3253	38	7	was	be	AUX
fis-3253	38	8	implemented	implement	VERB
fis-3253	38	9	with	with	ADP
fis-3253	38	10	the	the	DET
fis-3253	38	11	aim	aim	NOUN
fis-3253	38	12	to	to	PART
fis-3253	38	13	reproduce	reproduce	VERB
fis-3253	38	14	the	the	DET
fis-3253	38	15	laboratory	laboratory	NOUN
fis-3253	38	16	scale	scale	NOUN
fis-3253	38	17	fracture	fracture	NOUN
fis-3253	38	18	toughness	toughness	NOUN
fis-3253	38	19	experiment	experiment	NOUN
fis-3253	38	20	(	(	PUNCT
fis-3253	38	21	cvn	cvn	PROPN
fis-3253	38	22	)	)	PUNCT
fis-3253	38	23	.	.	PUNCT
fis-3253	39	1	the	the	DET
fis-3253	39	2	abaqus	abaqus	NOUN
fis-3253	39	3	/	/	SYM
fis-3253	39	4	explicit	explicit	ADJ
fis-3253	39	5	solver	solver	NOUN
fis-3253	39	6	permitted	permit	VERB
fis-3253	39	7	the	the	DET
fis-3253	39	8	application	application	NOUN
fis-3253	39	9	of	of	ADP
fis-3253	39	10	the	the	DET
fis-3253	39	11	gtn	gtn	PROPN
fis-3253	39	12	damage	damage	NOUN
fis-3253	39	13	model	model	NOUN
fis-3253	39	14	for	for	ADP
fis-3253	39	15	the	the	DET
fis-3253	39	16	simulation	simulation	NOUN
fis-3253	39	17	of	of	ADP
fis-3253	39	18	the	the	DET
fis-3253	39	19	dynamic	dynamic	ADJ
fis-3253	39	20	propagation	propagation	NOUN
fis-3253	39	21	of	of	ADP
fis-3253	39	22	fractures	fracture	NOUN
fis-3253	39	23	.	.	PUNCT
fis-3253	40	1	the	the	DET
fis-3253	40	2	geometry	geometry	NOUN
fis-3253	40	3	was	be	AUX
fis-3253	40	4	created	create	VERB
fis-3253	40	5	based	base	VERB
fis-3253	40	6	on	on	ADP
fis-3253	40	7	the	the	DET
fis-3253	40	8	standard	standard	ADJ
fis-3253	40	9	dimensions	dimension	NOUN
fis-3253	40	10	of	of	ADP
fis-3253	40	11	the	the	DET
fis-3253	40	12	specimen	speciman	NOUN
fis-3253	40	13	as	as	SCONJ
fis-3253	40	14	shown	show	VERB
fis-3253	40	15	in	in	ADP
fis-3253	40	16	the	the	DET
fis-3253	40	17	fig	fig	NOUN
fis-3253	40	18	.	.	PUNCT
fis-3253	41	1	1	1	NUM
fis-3253	41	2	below	below	ADP
fis-3253	41	3	.	.	PUNCT
fis-3253	42	1	in	in	ADP
fis-3253	42	2	each	each	DET
fis-3253	42	3	model	model	NOUN
fis-3253	42	4	,	,	PUNCT
fis-3253	42	5	the	the	DET
fis-3253	42	6	mesh	mesh	NOUN
fis-3253	42	7	was	be	AUX
fis-3253	42	8	created	create	VERB
fis-3253	42	9	using	use	VERB
fis-3253	42	10	linear	linear	PROPN
fis-3253	42	11	8	8	NUM
fis-3253	42	12	node	node	ADJ
fis-3253	42	13	brick	brick	NOUN
fis-3253	42	14	elements	element	NOUN
fis-3253	42	15	with	with	ADP
fis-3253	42	16	reduced	reduced	ADJ
fis-3253	42	17	integration	integration	NOUN
fis-3253	42	18	.	.	PUNCT
fis-3253	43	1	the	the	DET
fis-3253	43	2	mesh	mesh	NOUN
fis-3253	43	3	size	size	NOUN
fis-3253	43	4	is	be	AUX
fis-3253	43	5	of	of	ADP
fis-3253	43	6	significant	significant	ADJ
fis-3253	43	7	importance	importance	NOUN
fis-3253	43	8	when	when	SCONJ
fis-3253	43	9	the	the	DET
fis-3253	43	10	gtn	gtn	PROPN
fis-3253	43	11	damage	damage	NOUN
fis-3253	43	12	model	model	NOUN
fis-3253	43	13	is	be	AUX
fis-3253	43	14	implemented	implement	VERB
fis-3253	43	15	[	[	PUNCT
fis-3253	43	16	9	9	NUM
fis-3253	43	17	]	]	PUNCT
fis-3253	43	18	.	.	PUNCT
fis-3253	44	1	in	in	ADP
fis-3253	44	2	this	this	DET
fis-3253	44	3	study	study	NOUN
fis-3253	44	4	,	,	PUNCT
fis-3253	44	5	an	an	DET
fis-3253	44	6	element	element	ADJ
fis-3253	44	7	size	size	NOUN
fis-3253	44	8	of	of	ADP
fis-3253	44	9	0.25	0.25	NUM
fis-3253	44	10	mm	mm	NOUN
fis-3253	44	11	was	be	AUX
fis-3253	44	12	used	use	VERB
fis-3253	44	13	(	(	PUNCT
fis-3253	44	14	see	see	VERB
fis-3253	44	15	fig	fig	NOUN
fis-3253	44	16	.	.	PUNCT
fis-3253	45	1	1	1	NUM
fis-3253	45	2	)	)	PUNCT
fis-3253	45	3	.	.	PUNCT
fis-3253	46	1	the	the	DET
fis-3253	46	2	condition	condition	NOUN
fis-3253	46	3	of	of	ADP
fis-3253	46	4	zero	zero	NUM
fis-3253	46	5	penetration	penetration	NOUN
fis-3253	46	6	between	between	ADP
fis-3253	46	7	the	the	DET
fis-3253	46	8	hammer	hammer	NOUN
fis-3253	46	9	and	and	CCONJ
fis-3253	46	10	the	the	DET
fis-3253	46	11	test	test	NOUN
fis-3253	46	12	specimen	speciman	NOUN
fis-3253	46	13	has	have	AUX
fis-3253	46	14	been	be	AUX
fis-3253	46	15	implemented	implement	VERB
fis-3253	46	16	[	[	PUNCT
fis-3253	46	17	10	10	NUM
fis-3253	46	18	]	]	PUNCT
fis-3253	46	19	.	.	PUNCT
fis-3253	47	1	in	in	ADP
fis-3253	47	2	addition	addition	NOUN
fis-3253	47	3	,	,	PUNCT
fis-3253	47	4	friction	friction	NOUN
fis-3253	47	5	has	have	AUX
fis-3253	47	6	been	be	AUX
fis-3253	47	7	taken	take	VERB
fis-3253	47	8	into	into	ADP
fis-3253	47	9	account	account	NOUN
fis-3253	47	10	using	use	VERB
fis-3253	47	11	a	a	DET
fis-3253	47	12	penalty	penalty	NOUN
fis-3253	47	13	function	function	NOUN
fis-3253	47	14	with	with	ADP
fis-3253	47	15	a	a	DET
fis-3253	47	16	coefficient	coefficient	NOUN
fis-3253	47	17	of	of	ADP
fis-3253	47	18	friction	friction	NOUN
fis-3253	47	19	equal	equal	ADJ
fis-3253	47	20	to	to	ADP
fis-3253	47	21	0.1	0.1	NUM
fis-3253	47	22	.	.	PUNCT
fis-3253	48	1	due	due	ADP
fis-3253	48	2	to	to	ADP
fis-3253	48	3	the	the	DET
fis-3253	48	4	impact	impact	NOUN
fis-3253	48	5	load	load	NOUN
fis-3253	48	6	in	in	ADP
fis-3253	48	7	the	the	DET
fis-3253	48	8	cvn	cvn	NOUN
fis-3253	48	9	,	,	PUNCT
fis-3253	48	10	the	the	DET
fis-3253	48	11	acceleration	acceleration	NOUN
fis-3253	48	12	and	and	CCONJ
fis-3253	48	13	,	,	PUNCT
fis-3253	48	14	as	as	ADP
fis-3253	48	15	consequence	consequence	NOUN
fis-3253	48	16	,	,	PUNCT
fis-3253	48	17	force	force	NOUN
fis-3253	48	18	measurements	measurement	NOUN
fis-3253	48	19	can	can	AUX
fis-3253	48	20	show	show	VERB
fis-3253	48	21	pronounced	pronounced	ADJ
fis-3253	48	22	oscillations	oscillation	NOUN
fis-3253	48	23	.	.	PUNCT
fis-3253	49	1	therefore	therefore	ADV
fis-3253	49	2	,	,	PUNCT
fis-3253	49	3	the	the	DET
fis-3253	49	4	velocity	velocity	NOUN
fis-3253	49	5	data	datum	NOUN
fis-3253	49	6	was	be	AUX
fis-3253	49	7	extracted	extract	VERB
fis-3253	49	8	and	and	CCONJ
fis-3253	49	9	derived	derive	VERB
fis-3253	49	10	to	to	PART
fis-3253	49	11	obtain	obtain	VERB
fis-3253	49	12	acceleration	acceleration	NOUN
fis-3253	49	13	and	and	CCONJ
fis-3253	49	14	force	force	NOUN
fis-3253	49	15	data	datum	NOUN
fis-3253	49	16	.	.	PUNCT
fis-3253	50	1	this	this	DET
fis-3253	50	2	method	method	NOUN
fis-3253	50	3	reduced	reduce	VERB
fis-3253	50	4	the	the	DET
fis-3253	50	5	presence	presence	NOUN
fis-3253	50	6	of	of	ADP
fis-3253	50	7	oscillations	oscillation	NOUN
fis-3253	50	8	and	and	CCONJ
fis-3253	50	9	made	make	VERB
fis-3253	50	10	it	it	PRON
fis-3253	50	11	possible	possible	ADJ
fis-3253	50	12	to	to	PART
fis-3253	50	13	construct	construct	VERB
fis-3253	50	14	the	the	DET
fis-3253	50	15	force	force	NOUN
fis-3253	50	16	-	-	PUNCT
fis-3253	50	17	displacement	displacement	ADJ
fis-3253	50	18	curves	curve	NOUN
fis-3253	50	19	for	for	ADP
fis-3253	50	20	each	each	DET
fis-3253	50	21	respective	respective	ADJ
fis-3253	50	22	simulation	simulation	NOUN
fis-3253	50	23	.	.	PUNCT
fis-3253	51	1	t	t	PROPN
fis-3253	51	2	f	f	PROPN
fis-3253	51	3	a.	a.	PROPN
fis-3253	51	4	ouladbrahim	ouladbrahim	PROPN
fis-3253	51	5	et	et	PROPN
fis-3253	51	6	alii	alii	PROPN
fis-3253	51	7	,	,	PUNCT
fis-3253	51	8	frattura	frattura	PROPN
fis-3253	51	9	ed	ed	PROPN
fis-3253	51	10	integrità	integrità	PROPN
fis-3253	51	11	strutturale	strutturale	PROPN
fis-3253	51	12	,	,	PUNCT
fis-3253	51	13	58	58	NUM
fis-3253	51	14	(	(	PUNCT
fis-3253	51	15	2021	2021	NUM
fis-3253	51	16	)	)	PUNCT
fis-3253	51	17	442	442	NUM
fis-3253	51	18	-	-	SYM
fis-3253	51	19	452	452	NUM
fis-3253	51	20	;	;	PUNCT
fis-3253	51	21	doi	doi	NOUN
fis-3253	51	22	:	:	PUNCT
fis-3253	51	23	10.3221	10.3221	NUM
fis-3253	51	24	/	/	SYM
fis-3253	51	25	igf	igf	PROPN
fis-3253	51	26	-	-	PUNCT
fis-3253	51	27	esis.58.32	esis.58.32	PROPN
fis-3253	51	28	444	444	NUM
fis-3253	51	29	the	the	DET
fis-3253	51	30	charpy	charpy	ADJ
fis-3253	51	31	impactor	impactor	NOUN
fis-3253	51	32	impact	impact	NOUN
fis-3253	51	33	test	test	NOUN
fis-3253	51	34	is	be	AUX
fis-3253	51	35	modeled	model	VERB
fis-3253	51	36	as	as	ADV
fis-3253	51	37	discrete	discrete	ADV
fis-3253	51	38	rigid	rigid	ADJ
fis-3253	51	39	.	.	PUNCT
fis-3253	52	1	the	the	DET
fis-3253	52	2	assigned	assign	VERB
fis-3253	52	3	physical	physical	ADJ
fis-3253	52	4	material	material	NOUN
fis-3253	52	5	properties	property	NOUN
fis-3253	52	6	are	be	AUX
fis-3253	52	7	shown	show	VERB
fis-3253	52	8	in	in	ADP
fis-3253	52	9	tab	tab	NOUN
fis-3253	52	10	.	.	PUNCT
fis-3253	53	1	1	1	X
fis-3253	53	2	.	.	X
fis-3253	53	3	current	current	ADJ
fis-3253	53	4	stress	stress	NOUN
fis-3253	53	5	and	and	CCONJ
fis-3253	53	6	charpy	charpy	ADJ
fis-3253	53	7	impact	impact	NOUN
fis-3253	53	8	models	model	NOUN
fis-3253	53	9	are	be	AUX
fis-3253	53	10	subjected	subject	VERB
fis-3253	53	11	to	to	ADP
fis-3253	53	12	plastic	plastic	ADJ
fis-3253	53	13	strain	strain	NOUN
fis-3253	53	14	,	,	PUNCT
fis-3253	53	15	therefore	therefore	ADV
fis-3253	53	16	plasticity	plasticity	NOUN
fis-3253	53	17	material	material	NOUN
fis-3253	53	18	properties	property	NOUN
fis-3253	53	19	at	at	ADP
fis-3253	53	20	different	different	ADJ
fis-3253	53	21	temperatures	temperature	NOUN
fis-3253	53	22	(	(	PUNCT
fis-3253	53	23	-20	-20	NUM
fis-3253	53	24	,	,	PUNCT
fis-3253	53	25	-10	-10	X
fis-3253	53	26	,	,	PUNCT
fis-3253	53	27	0	0	NUM
fis-3253	53	28	and	and	CCONJ
fis-3253	53	29	20	20	NUM
fis-3253	53	30	°	°	NOUN
fis-3253	53	31	c	c	X
fis-3253	53	32	)	)	PUNCT
fis-3253	53	33	for	for	ADP
fis-3253	53	34	base	base	NOUN
fis-3253	53	35	metal	metal	NOUN
fis-3253	53	36	are	be	AUX
fis-3253	53	37	assigned	assign	VERB
fis-3253	53	38	using	use	VERB
fis-3253	53	39	tensile	tensile	NOUN
fis-3253	53	40	test	test	NOUN
fis-3253	53	41	result	result	NOUN
fis-3253	53	42	data	datum	NOUN
fis-3253	53	43	as	as	SCONJ
fis-3253	53	44	shown	show	VERB
fis-3253	53	45	in	in	ADP
fis-3253	53	46	fig	fig	NOUN
fis-3253	53	47	.	.	PUNCT
fis-3253	54	1	2	2	X
fis-3253	54	2	.	.	X
fis-3253	54	3	figure	figure	NOUN
fis-3253	54	4	1	1	NUM
fis-3253	54	5	:	:	PUNCT
fis-3253	54	6	a	a	DET
fis-3253	54	7	scheme	scheme	NOUN
fis-3253	54	8	of	of	ADP
fis-3253	54	9	impact	impact	NOUN
fis-3253	54	10	test	test	NOUN
fis-3253	54	11	specimen	speciman	NOUN
fis-3253	54	12	dimension	dimension	VERB
fis-3253	54	13	and	and	CCONJ
fis-3253	54	14	mesh	mesh	NOUN
fis-3253	54	15	used	use	VERB
fis-3253	54	16	in	in	ADP
fis-3253	54	17	finite	finite	ADJ
fis-3253	54	18	element	element	PROPN
fis-3253	54	19	simulation	simulation	PROPN
fis-3253	54	20	.	.	PUNCT
fis-3253	55	1	young	young	PROPN
fis-3253	55	2	’s	’s	PART
fis-3253	55	3	modulus	modulus	ADJ
fis-3253	55	4	210	210	NUM
fis-3253	55	5	gpa	gpa	NOUN
fis-3253	55	6	e	e	PROPN
fis-3253	55	7	=	=	SYM
fis-3253	55	8	210	210	NUM
fis-3253	55	9	gpa	gpa	PROPN
fis-3253	55	10	poisson	poisson	NOUN
fis-3253	55	11	’s	’s	PART
fis-3253	55	12	ratio	ratio	NOUN
fis-3253	55	13	ν	ν	NOUN
fis-3253	55	14	=	=	SYM
fis-3253	55	15	0.3	0.3	NUM
fis-3253	55	16	isotropic	isotropic	NOUN
fis-3253	55	17	hardening	harden	VERB
fis-3253	55	18	=	=	NOUN
fis-3253	55	19	485	485	NUM
fis-3253	55	20	mpa	mpa	NOUN
fis-3253	55	21	k=	k=	X
fis-3253	55	22	795	795	NUM
fis-3253	55	23	mpa	mpa	PROPN
fis-3253	55	24	n=	n=	ADJ
fis-3253	55	25	0.13	0.13	NUM
fis-3253	55	26	strain	strain	NOUN
fis-3253	55	27	rate	rate	NOUN
fis-3253	55	28	effect	effect	NOUN
fis-3253	55	29	d=55	d=55	NOUN
fis-3253	55	30	p=5	p=5	NOUN
fis-3253	55	31	table	table	NOUN
fis-3253	55	32	1	1	NUM
fis-3253	55	33	:	:	PUNCT
fis-3253	55	34	mechanical	mechanical	ADJ
fis-3253	55	35	properties	property	NOUN
fis-3253	55	36	for	for	ADP
fis-3253	55	37	x70	x70	NUM
fis-3253	55	38	grade	grade	NOUN
fis-3253	55	39	steels	steel	NOUN
fis-3253	55	40	[	[	X
fis-3253	55	41	11	11	NUM
fis-3253	55	42	]	]	PUNCT
fis-3253	55	43	.	.	PUNCT
fis-3253	56	1	figure	figure	NOUN
fis-3253	56	2	2	2	NUM
fis-3253	56	3	:	:	PUNCT
fis-3253	56	4	true	true	ADJ
fis-3253	56	5	stress	stress	NOUN
fis-3253	56	6	vs	vs	ADP
fis-3253	56	7	true	true	ADJ
fis-3253	56	8	strain	strain	NOUN
fis-3253	56	9	at	at	ADP
fis-3253	56	10	different	different	ADJ
fis-3253	56	11	temperatures	temperature	NOUN
fis-3253	56	12	.	.	PUNCT
fis-3253	57	1	the	the	DET
fis-3253	57	2	thermophysical	thermophysical	ADJ
fis-3253	57	3	properties	property	NOUN
fis-3253	57	4	of	of	ADP
fis-3253	57	5	api	api	NOUN
fis-3253	57	6	5l	5l	NUM
fis-3253	57	7	x70	x70	NUM
fis-3253	57	8	steel	steel	NOUN
fis-3253	57	9	using	use	VERB
fis-3253	57	10	for	for	ADP
fis-3253	57	11	this	this	DET
fis-3253	57	12	simulation	simulation	NOUN
fis-3253	57	13	is	be	AUX
fis-3253	57	14	shown	show	VERB
fis-3253	57	15	in	in	ADP
fis-3253	57	16	tab	tab	NOUN
fis-3253	57	17	.	.	PUNCT
fis-3253	58	1	2	2	X
fis-3253	58	2	.	.	X
fis-3253	58	3			PROPN
fis-3253	58	4	yld	yld	PROPN
fis-3253	58	5	a.	a.	PROPN
fis-3253	58	6	ouladbrahim	ouladbrahim	PROPN
fis-3253	58	7	et	et	PROPN
fis-3253	58	8	alii	alii	PROPN
fis-3253	58	9	,	,	PUNCT
fis-3253	58	10	frattura	frattura	PROPN
fis-3253	58	11	ed	ed	PROPN
fis-3253	58	12	integrità	integrità	PROPN
fis-3253	58	13	strutturale	strutturale	PROPN
fis-3253	58	14	,	,	PUNCT
fis-3253	58	15	58	58	NUM
fis-3253	58	16	(	(	PUNCT
fis-3253	58	17	2021	2021	NUM
fis-3253	58	18	)	)	PUNCT
fis-3253	58	19	442	442	NUM
fis-3253	58	20	-	-	SYM
fis-3253	58	21	452	452	NUM
fis-3253	58	22	;	;	PUNCT
fis-3253	58	23	doi	doi	NOUN
fis-3253	58	24	:	:	PUNCT
fis-3253	58	25	10.3221	10.3221	NUM
fis-3253	58	26	/	/	SYM
fis-3253	58	27	igf	igf	PROPN
fis-3253	58	28	-	-	PUNCT
fis-3253	58	29	esis.58.32	esis.58.32	PROPN
fis-3253	58	30	445	445	NUM
fis-3253	58	31	material	material	NOUN
fis-3253	58	32	conductivity	conductivity	NOUN
fis-3253	58	33	(	(	PUNCT
fis-3253	58	34	w	w	NOUN
fis-3253	58	35	/	/	SYM
fis-3253	58	36	m	m	PROPN
fis-3253	58	37	°	°	NOUN
fis-3253	58	38	c	c	X
fis-3253	58	39	)	)	PUNCT
fis-3253	58	40	specific	specific	ADJ
fis-3253	58	41	heat	heat	NOUN
fis-3253	58	42	(	(	PUNCT
fis-3253	58	43	j	j	PROPN
fis-3253	58	44	/	/	SYM
fis-3253	58	45	kg	kg	PROPN
fis-3253	58	46	°	°	NUM
fis-3253	58	47	c	c	X
fis-3253	58	48	)	)	PUNCT
fis-3253	58	49	thermal	thermal	ADJ
fis-3253	58	50	expansion	expansion	NOUN
fis-3253	58	51	(	(	PUNCT
fis-3253	58	52	u	u	NOUN
fis-3253	58	53	m	m	PROPN
fis-3253	58	54	/m	/m	ADJ
fis-3253	58	55	°	°	NOUN
fis-3253	58	56	c	c	X
fis-3253	58	57	)	)	PUNCT
fis-3253	58	58	api	api	NOUN
fis-3253	58	59	x70	x70	NOUN
fis-3253	58	60	52	52	NUM
fis-3253	58	61	420	420	NUM
fis-3253	58	62	8.5	8.5	NUM
fis-3253	58	63	table	table	NOUN
fis-3253	58	64	2	2	NUM
fis-3253	58	65	:	:	PUNCT
fis-3253	58	66	thermophysical	thermophysical	ADJ
fis-3253	58	67	properties	property	NOUN
fis-3253	58	68	of	of	ADP
fis-3253	58	69	api	api	NOUN
fis-3253	58	70	grade	grade	NOUN
fis-3253	58	71	x70	x70	NUM
fis-3253	58	72	steel	steel	NOUN
fis-3253	58	73	[	[	X
fis-3253	58	74	12	12	NUM
fis-3253	58	75	]	]	PUNCT
fis-3253	58	76	.	.	PUNCT
fis-3253	59	1	temperature	temperature	NOUN
fis-3253	59	2	parameters	parameter	NOUN
fis-3253	59	3	q1	q1	PROPN
fis-3253	59	4	q2	q2	PROPN
fis-3253	59	5	n	n	PROPN
fis-3253	59	6	fn	fn	PROPN
fis-3253	59	7	fc	fc	PROPN
fis-3253	59	8	parameters	parameter	NOUN
fis-3253	59	9	q1	q1	PROPN
fis-3253	59	10	q2	q2	PROPN
fis-3253	59	11	n	n	PROPN
fis-3253	59	12	fn	fn	PROPN
fis-3253	59	13	fc	fc	PROPN
fis-3253	59	14	step1:20	step1:20	PROPN
fis-3253	59	15	°	°	PROPN
fis-3253	59	16	c	c	NOUN
fis-3253	59	17	;	;	PUNCT
fis-3253	59	18	step2:0	step2:0	NOUN
fis-3253	59	19	°	°	NOUN
fis-3253	59	20	c	c	X
fis-3253	59	21	;	;	PUNCT
fis-3253	59	22	step3	step3	PROPN
fis-3253	59	23	:	:	PUNCT
fis-3253	59	24	-10	-10	PUNCT
fis-3253	59	25	°	°	NOUN
fis-3253	59	26	c	c	NOUN
fis-3253	59	27	;	;	PUNCT
fis-3253	59	28	step4	step4	PROPN
fis-3253	59	29	:	:	PUNCT
fis-3253	59	30	-20	-20	PUNCT
fis-3253	59	31	°	°	SYM
fis-3253	59	32	c	c	NOUN
fis-3253	59	33	.	.	NOUN
fis-3253	59	34	1	1	NUM
fis-3253	59	35	1.5	1.5	NUM
fis-3253	59	36	1	1	NUM
fis-3253	59	37	0.3	0.3	NUM
fis-3253	59	38	0.012	0.012	NUM
fis-3253	59	39	0.0002	0.0002	NUM
fis-3253	59	40	39	39	NUM
fis-3253	59	41	1.43	1.43	NUM
fis-3253	59	42	0.95	0.95	NUM
fis-3253	59	43	0.5	0.5	NUM
fis-3253	59	44	0.02	0.02	NUM
fis-3253	59	45	0.0042	0.0042	NUM
fis-3253	59	46	2	2	NUM
fis-3253	59	47	1.47	1.47	NUM
fis-3253	59	48	1	1	NUM
fis-3253	59	49	0.3	0.3	NUM
fis-3253	59	50	0.012	0.012	NUM
fis-3253	59	51	0.0002	0.0002	NUM
fis-3253	59	52	40	40	NUM
fis-3253	59	53	1.5	1.5	NUM
fis-3253	59	54	0.95	0.95	NUM
fis-3253	59	55	0.5	0.5	NUM
fis-3253	59	56	0.02	0.02	NUM
fis-3253	59	57	0.0042	0.0042	NUM
fis-3253	59	58	3	3	NUM
fis-3253	59	59	1.43	1.43	NUM
fis-3253	59	60	1	1	NUM
fis-3253	59	61	0.3	0.3	NUM
fis-3253	59	62	0.012	0.012	NUM
fis-3253	59	63	0.0002	0.0002	NUM
fis-3253	59	64	41	41	NUM
fis-3253	59	65	1.47	1.47	NUM
fis-3253	59	66	0.95	0.95	NUM
fis-3253	59	67	0.5	0.5	NUM
fis-3253	59	68	0.02	0.02	NUM
fis-3253	59	69	0.0042	0.0042	NUM
fis-3253	59	70	4	4	NUM
fis-3253	59	71	1.4	1.4	NUM
fis-3253	59	72	1	1	NUM
fis-3253	59	73	0.3	0.3	NUM
fis-3253	59	74	0.012	0.012	NUM
fis-3253	59	75	0.0002	0.0002	NUM
fis-3253	59	76	42	42	NUM
fis-3253	59	77	1.4	1.4	NUM
fis-3253	59	78	0.95	0.95	NUM
fis-3253	59	79	0.5	0.5	NUM
fis-3253	59	80	0.02	0.02	NUM
fis-3253	59	81	0.0042	0.0042	NUM
fis-3253	59	82	5	5	NUM
fis-3253	59	83	1.5	1.5	NUM
fis-3253	59	84	0.975	0.975	NUM
fis-3253	59	85	0.3	0.3	NUM
fis-3253	59	86	0.012	0.012	NUM
fis-3253	59	87	0.0002	0.0002	NUM
fis-3253	59	88	43	43	NUM
fis-3253	59	89	1.43	1.43	NUM
fis-3253	59	90	1	1	NUM
fis-3253	59	91	0.5	0.5	NUM
fis-3253	59	92	0.02	0.02	NUM
fis-3253	59	93	0.0042	0.0042	NUM
fis-3253	59	94	6	6	NUM
fis-3253	59	95	1.5	1.5	NUM
fis-3253	59	96	0.95	0.95	NUM
fis-3253	59	97	0.3	0.3	NUM
fis-3253	59	98	0.012	0.012	NUM
fis-3253	59	99	0.0002	0.0002	NUM
fis-3253	59	100	44	44	NUM
fis-3253	59	101	1.43	1.43	NUM
fis-3253	59	102	0.975	0.975	NUM
fis-3253	59	103	0.5	0.5	NUM
fis-3253	59	104	0.02	0.02	NUM
fis-3253	59	105	0.0042	0.0042	NUM
fis-3253	59	106	7	7	NUM
fis-3253	59	107	1.5	1.5	NUM
fis-3253	59	108	0.925	0.925	NUM
fis-3253	59	109	0.3	0.3	NUM
fis-3253	59	110	0.012	0.012	NUM
fis-3253	59	111	0.0002	0.0002	NUM
fis-3253	59	112	45	45	NUM
fis-3253	59	113	1.43	1.43	NUM
fis-3253	59	114	0.925	0.925	NUM
fis-3253	59	115	0.5	0.5	NUM
fis-3253	59	116	0.02	0.02	NUM
fis-3253	59	117	0.0042	0.0042	NUM
fis-3253	59	118	8	8	NUM
fis-3253	59	119	1.5	1.5	NUM
fis-3253	59	120	1	1	NUM
fis-3253	59	121	0.4	0.4	NUM
fis-3253	59	122	0.012	0.012	NUM
fis-3253	59	123	0.0002	0.0002	NUM
fis-3253	59	124	46	46	NUM
fis-3253	59	125	1.43	1.43	NUM
fis-3253	59	126	0.95	0.95	NUM
fis-3253	59	127	0.3	0.3	NUM
fis-3253	59	128	0.02	0.02	NUM
fis-3253	59	129	0.0042	0.0042	NUM
fis-3253	59	130	9	9	NUM
fis-3253	59	131	1.5	1.5	NUM
fis-3253	59	132	1	1	NUM
fis-3253	59	133	0.5	0.5	NUM
fis-3253	59	134	0.012	0.012	NUM
fis-3253	59	135	0.0002	0.0002	NUM
fis-3253	59	136	47	47	NUM
fis-3253	59	137	1.43	1.43	NUM
fis-3253	59	138	0.95	0.95	NUM
fis-3253	59	139	0.4	0.4	NUM
fis-3253	59	140	0.02	0.02	NUM
fis-3253	59	141	0.0042	0.0042	NUM
fis-3253	59	142	10	10	NUM
fis-3253	59	143	1.5	1.5	NUM
fis-3253	59	144	1	1	NUM
fis-3253	59	145	0.7	0.7	NUM
fis-3253	59	146	0.012	0.012	NUM
fis-3253	59	147	0.0002	0.0002	NUM
fis-3253	59	148	48	48	NUM
fis-3253	59	149	1.43	1.43	NUM
fis-3253	59	150	0.95	0.95	NUM
fis-3253	59	151	0.7	0.7	NUM
fis-3253	59	152	0.02	0.02	NUM
fis-3253	59	153	0.0042	0.0042	NUM
fis-3253	59	154	11	11	NUM
fis-3253	59	155	1.5	1.5	NUM
fis-3253	59	156	1	1	NUM
fis-3253	59	157	0.3	0.3	NUM
fis-3253	59	158	0.016	0.016	NUM
fis-3253	59	159	0.0002	0.0002	NUM
fis-3253	59	160	49	49	NUM
fis-3253	59	161	1.43	1.43	NUM
fis-3253	59	162	0.95	0.95	NUM
fis-3253	59	163	0.5	0.5	NUM
fis-3253	59	164	0.012	0.012	NUM
fis-3253	59	165	0.0042	0.0042	NUM
fis-3253	59	166	12	12	NUM
fis-3253	59	167	1.5	1.5	NUM
fis-3253	59	168	1	1	NUM
fis-3253	59	169	0.3	0.3	NUM
fis-3253	59	170	0.02	0.02	NUM
fis-3253	59	171	0.0002	0.0002	NUM
fis-3253	59	172	50	50	NUM
fis-3253	59	173	1.43	1.43	NUM
fis-3253	59	174	0.95	0.95	NUM
fis-3253	59	175	0.5	0.5	NUM
fis-3253	59	176	0.016	0.016	NUM
fis-3253	59	177	0.0042	0.0042	NUM
fis-3253	59	178	13	13	NUM
fis-3253	59	179	1.5	1.5	NUM
fis-3253	59	180	1	1	NUM
fis-3253	59	181	0.3	0.3	NUM
fis-3253	59	182	0.024	0.024	NUM
fis-3253	59	183	0.0002	0.0002	NUM
fis-3253	59	184	51	51	NUM
fis-3253	59	185	1.43	1.43	NUM
fis-3253	59	186	0.95	0.95	NUM
fis-3253	59	187	0.5	0.5	NUM
fis-3253	59	188	0.024	0.024	NUM
fis-3253	59	189	0.0042	0.0042	NUM
fis-3253	59	190	14	14	NUM
fis-3253	59	191	1.5	1.5	NUM
fis-3253	59	192	1	1	NUM
fis-3253	59	193	0.3	0.3	NUM
fis-3253	59	194	0.028	0.028	NUM
fis-3253	59	195	0.0002	0.0002	NUM
fis-3253	59	196	52	52	NUM
fis-3253	59	197	1.43	1.43	NUM
fis-3253	59	198	0.95	0.95	NUM
fis-3253	59	199	0.5	0.5	NUM
fis-3253	59	200	0.028	0.028	NUM
fis-3253	59	201	0.0042	0.0042	NUM
fis-3253	59	202	15	15	NUM
fis-3253	59	203	1.5	1.5	NUM
fis-3253	59	204	1	1	NUM
fis-3253	59	205	0.3	0.3	NUM
fis-3253	59	206	0.012	0.012	NUM
fis-3253	59	207	0.0022	0.0022	NUM
fis-3253	59	208	53	53	NUM
fis-3253	59	209	1.43	1.43	NUM
fis-3253	59	210	0.95	0.95	NUM
fis-3253	59	211	0.5	0.5	NUM
fis-3253	59	212	0.02	0.02	NUM
fis-3253	59	213	0.0002	0.0002	NUM
fis-3253	59	214	16	16	NUM
fis-3253	59	215	1.5	1.5	NUM
fis-3253	59	216	1	1	NUM
fis-3253	59	217	0.3	0.3	NUM
fis-3253	59	218	0.012	0.012	NUM
fis-3253	59	219	0.0042	0.0042	NUM
fis-3253	59	220	54	54	NUM
fis-3253	59	221	1.43	1.43	NUM
fis-3253	59	222	0.95	0.95	NUM
fis-3253	59	223	0.5	0.5	NUM
fis-3253	59	224	0.02	0.02	NUM
fis-3253	59	225	0.0022	0.0022	NUM
fis-3253	59	226	17	17	NUM
fis-3253	59	227	1.5	1.5	NUM
fis-3253	59	228	1	1	NUM
fis-3253	59	229	0.3	0.3	NUM
fis-3253	59	230	0.012	0.012	NUM
fis-3253	59	231	0.005	0.005	NUM
fis-3253	59	232	55	55	NUM
fis-3253	59	233	1.43	1.43	NUM
fis-3253	59	234	0.95	0.95	NUM
fis-3253	59	235	0.5	0.5	NUM
fis-3253	59	236	0.02	0.02	NUM
fis-3253	59	237	0.005	0.005	NUM
fis-3253	59	238	18	18	NUM
fis-3253	59	239	1.5	1.5	NUM
fis-3253	59	240	1	1	NUM
fis-3253	59	241	0.3	0.3	NUM
fis-3253	59	242	0.012	0.012	NUM
fis-3253	59	243	0.0062	0.0062	NUM
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fis-3253	59	245	1.43	1.43	NUM
fis-3253	59	246	0.95	0.95	NUM
fis-3253	59	247	0.5	0.5	NUM
fis-3253	59	248	0.02	0.02	NUM
fis-3253	59	249	0.0062	0.0062	NUM
fis-3253	59	250	19	19	NUM
fis-3253	59	251	1.5	1.5	NUM
fis-3253	59	252	1	1	NUM
fis-3253	59	253	0.3	0.3	NUM
fis-3253	59	254	0.012	0.012	NUM
fis-3253	59	255	0.008	0.008	NUM
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fis-3253	59	257	1.43	1.43	NUM
fis-3253	59	258	0.95	0.95	NUM
fis-3253	59	259	0.5	0.5	NUM
fis-3253	59	260	0.02	0.02	NUM
fis-3253	59	261	0.008	0.008	NUM
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fis-3253	59	263	1.47	1.47	NUM
fis-3253	59	264	0.975	0.975	NUM
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fis-3253	59	266	0.016	0.016	NUM
fis-3253	59	267	0.0022	0.0022	NUM
fis-3253	59	268	58	58	NUM
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fis-3253	59	270	0.925	0.925	NUM
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fis-3253	59	272	0.024	0.024	NUM
fis-3253	59	273	0.005	0.005	NUM
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fis-3253	59	275	1.5	1.5	NUM
fis-3253	59	276	0.975	0.975	NUM
fis-3253	59	277	0.4	0.4	NUM
fis-3253	59	278	0.016	0.016	NUM
fis-3253	59	279	0.0022	0.0022	NUM
fis-3253	59	280	59	59	NUM
fis-3253	59	281	1.5	1.5	NUM
fis-3253	59	282	0.925	0.925	NUM
fis-3253	59	283	0.7	0.7	NUM
fis-3253	59	284	0.024	0.024	NUM
fis-3253	59	285	0.005	0.005	NUM
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fis-3253	59	288	0.975	0.975	NUM
fis-3253	59	289	0.4	0.4	NUM
fis-3253	59	290	0.016	0.016	NUM
fis-3253	59	291	0.0022	0.0022	NUM
fis-3253	59	292	60	60	NUM
fis-3253	59	293	1.47	1.47	NUM
fis-3253	59	294	0.925	0.925	NUM
fis-3253	59	295	0.7	0.7	NUM
fis-3253	59	296	0.024	0.024	NUM
fis-3253	59	297	0.005	0.005	NUM
fis-3253	59	298	23	23	NUM
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fis-3253	59	300	0.975	0.975	NUM
fis-3253	59	301	0.4	0.4	NUM
fis-3253	59	302	0.016	0.016	NUM
fis-3253	59	303	0.0022	0.0022	NUM
fis-3253	59	304	61	61	NUM
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fis-3253	59	306	0.925	0.925	NUM
fis-3253	59	307	0.7	0.7	NUM
fis-3253	59	308	0.024	0.024	NUM
fis-3253	59	309	0.005	0.005	NUM
fis-3253	59	310	24	24	NUM
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fis-3253	59	312	1	1	NUM
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fis-3253	59	314	0.016	0.016	NUM
fis-3253	59	315	0.0022	0.0022	NUM
fis-3253	59	316	62	62	NUM
fis-3253	59	317	1.4	1.4	NUM
fis-3253	59	318	1	1	NUM
fis-3253	59	319	0.7	0.7	NUM
fis-3253	59	320	0.024	0.024	NUM
fis-3253	59	321	0.005	0.005	NUM
fis-3253	59	322	25	25	NUM
fis-3253	59	323	1.47	1.47	NUM
fis-3253	59	324	0.95	0.95	NUM
fis-3253	59	325	0.4	0.4	NUM
fis-3253	59	326	0.016	0.016	NUM
fis-3253	59	327	0.0022	0.0022	NUM
fis-3253	59	328	63	63	NUM
fis-3253	59	329	1.4	1.4	NUM
fis-3253	59	330	0.975	0.975	NUM
fis-3253	59	331	0.7	0.7	NUM
fis-3253	59	332	0.024	0.024	NUM
fis-3253	59	333	0.005	0.005	NUM
fis-3253	59	334	26	26	NUM
fis-3253	59	335	1.47	1.47	NUM
fis-3253	59	336	0.925	0.925	NUM
fis-3253	59	337	0.4	0.4	NUM
fis-3253	59	338	0.016	0.016	NUM
fis-3253	59	339	0.0022	0.0022	NUM
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fis-3253	59	341	1.4	1.4	NUM
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fis-3253	59	348	0.975	0.975	NUM
fis-3253	59	349	0.3	0.3	NUM
fis-3253	59	350	0.016	0.016	NUM
fis-3253	59	351	0.0022	0.0022	NUM
fis-3253	59	352	65	65	NUM
fis-3253	59	353	1.4	1.4	NUM
fis-3253	59	354	0.925	0.925	NUM
fis-3253	59	355	0.3	0.3	NUM
fis-3253	59	356	0.024	0.024	NUM
fis-3253	59	357	0.005	0.005	NUM
fis-3253	59	358	28	28	NUM
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fis-3253	59	360	0.975	0.975	NUM
fis-3253	59	361	0.5	0.5	NUM
fis-3253	59	362	0.016	0.016	NUM
fis-3253	59	363	0.0022	0.0022	NUM
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fis-3253	59	365	1.4	1.4	NUM
fis-3253	59	366	0.925	0.925	NUM
fis-3253	59	367	0.4	0.4	NUM
fis-3253	59	368	0.024	0.024	NUM
fis-3253	59	369	0.005	0.005	NUM
fis-3253	59	370	29	29	NUM
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fis-3253	59	372	0.975	0.975	NUM
fis-3253	59	373	0.7	0.7	NUM
fis-3253	59	374	0.016	0.016	NUM
fis-3253	59	375	0.0022	0.0022	NUM
fis-3253	59	376	67	67	NUM
fis-3253	59	377	1.4	1.4	NUM
fis-3253	59	378	0.925	0.925	NUM
fis-3253	59	379	0.5	0.5	NUM
fis-3253	59	380	0.024	0.024	NUM
fis-3253	59	381	0.005	0.005	NUM
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fis-3253	59	384	0.975	0.975	NUM
fis-3253	59	385	0.4	0.4	NUM
fis-3253	59	386	0.012	0.012	NUM
fis-3253	59	387	0.0022	0.0022	NUM
fis-3253	59	388	68	68	NUM
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fis-3253	59	390	0.925	0.925	NUM
fis-3253	59	391	0.7	0.7	NUM
fis-3253	59	392	0.012	0.012	NUM
fis-3253	59	393	0.005	0.005	NUM
fis-3253	59	394	31	31	NUM
fis-3253	59	395	1.47	1.47	NUM
fis-3253	59	396	0.975	0.975	NUM
fis-3253	59	397	0.4	0.4	NUM
fis-3253	59	398	0.02	0.02	NUM
fis-3253	59	399	0.0022	0.0022	NUM
fis-3253	59	400	69	69	NUM
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fis-3253	59	402	0.925	0.925	NUM
fis-3253	59	403	0.7	0.7	NUM
fis-3253	59	404	0.016	0.016	NUM
fis-3253	59	405	0.005	0.005	NUM
fis-3253	59	406	32	32	NUM
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fis-3253	59	408	0.975	0.975	NUM
fis-3253	59	409	0.4	0.4	NUM
fis-3253	59	410	0.024	0.024	NUM
fis-3253	59	411	0.0022	0.0022	NUM
fis-3253	59	412	70	70	NUM
fis-3253	59	413	1.4	1.4	NUM
fis-3253	59	414	0.925	0.925	NUM
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fis-3253	59	416	0.02	0.02	NUM
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fis-3253	59	423	0.0022	0.0022	NUM
fis-3253	59	424	71	71	NUM
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fis-3253	59	426	0.925	0.925	NUM
fis-3253	59	427	0.7	0.7	NUM
fis-3253	59	428	0.028	0.028	NUM
fis-3253	59	429	0.005	0.005	NUM
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fis-3253	59	432	0.975	0.975	NUM
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fis-3253	59	434	0.016	0.016	NUM
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fis-3253	59	438	0.925	0.925	NUM
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fis-3253	59	440	0.024	0.024	NUM
fis-3253	59	441	0.0002	0.0002	NUM
fis-3253	59	442	35	35	NUM
fis-3253	59	443	1.47	1.47	NUM
fis-3253	59	444	0.975	0.975	NUM
fis-3253	59	445	0.4	0.4	NUM
fis-3253	59	446	0.016	0.016	NUM
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fis-3253	59	448	73	73	NUM
fis-3253	59	449	1.4	1.4	NUM
fis-3253	59	450	0.925	0.925	NUM
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fis-3253	59	452	0.024	0.024	NUM
fis-3253	59	453	0.0022	0.0022	NUM
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fis-3253	59	456	0.975	0.975	NUM
fis-3253	59	457	0.4	0.4	NUM
fis-3253	59	458	0.016	0.016	NUM
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fis-3253	59	462	0.925	0.925	NUM
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fis-3253	59	464	0.024	0.024	NUM
fis-3253	59	465	0.0042	0.0042	NUM
fis-3253	59	466	37	37	NUM
fis-3253	59	467	1.47	1.47	NUM
fis-3253	59	468	0.975	0.975	NUM
fis-3253	59	469	0.4	0.4	NUM
fis-3253	59	470	0.016	0.016	NUM
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fis-3253	59	474	0.925	0.925	NUM
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fis-3253	59	476	0.024	0.024	NUM
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fis-3253	59	482	0.016	0.016	NUM
fis-3253	59	483	0.008	0.008	NUM
fis-3253	59	484	76	76	NUM
fis-3253	59	485	1.4	1.4	NUM
fis-3253	59	486	0.925	0.925	NUM
fis-3253	59	487	0.7	0.7	NUM
fis-3253	59	488	0.024	0.024	NUM
fis-3253	59	489	0.008	0.008	NUM
fis-3253	59	490	table	table	NOUN
fis-3253	59	491	3	3	NUM
fis-3253	59	492	:	:	PUNCT
fis-3253	59	493	gtn	gtn	PROPN
fis-3253	59	494	parameters	parameter	NOUN
fis-3253	59	495	used	use	VERB
fis-3253	59	496	in	in	ADP
fis-3253	59	497	the	the	DET
fis-3253	59	498	simulation	simulation	NOUN
fis-3253	59	499	.	.	PUNCT
fis-3253	60	1	a.	a.	PROPN
fis-3253	60	2	ouladbrahim	ouladbrahim	PROPN
fis-3253	60	3	et	et	PROPN
fis-3253	60	4	alii	alii	PROPN
fis-3253	60	5	,	,	PUNCT
fis-3253	60	6	frattura	frattura	PROPN
fis-3253	60	7	ed	ed	PROPN
fis-3253	60	8	integrità	integrità	PROPN
fis-3253	60	9	strutturale	strutturale	PROPN
fis-3253	60	10	,	,	PUNCT
fis-3253	60	11	58	58	NUM
fis-3253	60	12	(	(	PUNCT
fis-3253	60	13	2021	2021	NUM
fis-3253	60	14	)	)	PUNCT
fis-3253	60	15	442	442	NUM
fis-3253	60	16	-	-	SYM
fis-3253	60	17	452	452	NUM
fis-3253	60	18	;	;	PUNCT
fis-3253	60	19	doi	doi	NOUN
fis-3253	60	20	:	:	PUNCT
fis-3253	60	21	10.3221	10.3221	NUM
fis-3253	60	22	/	/	SYM
fis-3253	60	23	igf	igf	PROPN
fis-3253	60	24	-	-	PUNCT
fis-3253	60	25	esis.58.32	esis.58.32	PROPN
fis-3253	60	26	446	446	NUM
fis-3253	60	27	the	the	DET
fis-3253	60	28	finite	finite	ADJ
fis-3253	60	29	element	element	NOUN
fis-3253	60	30	analysis	analysis	NOUN
fis-3253	60	31	of	of	ADP
fis-3253	60	32	the	the	DET
fis-3253	60	33	impact	impact	NOUN
fis-3253	60	34	test	test	NOUN
fis-3253	60	35	specimen	speciman	NOUN
fis-3253	60	36	was	be	AUX
fis-3253	60	37	performed	perform	VERB
fis-3253	60	38	using	use	VERB
fis-3253	60	39	the	the	DET
fis-3253	60	40	mesh	mesh	NOUN
fis-3253	60	41	size	size	NOUN
fis-3253	60	42	of	of	ADP
fis-3253	60	43	0.2	0.2	NUM
fis-3253	60	44	mm	mm	NOUN
fis-3253	60	45	around	around	ADP
fis-3253	60	46	the	the	DET
fis-3253	60	47	notch	notch	ADJ
fis-3253	60	48	area	area	NOUN
fis-3253	60	49	.	.	PUNCT
fis-3253	61	1	the	the	DET
fis-3253	61	2	simulation	simulation	NOUN
fis-3253	61	3	parameters	parameter	NOUN
fis-3253	61	4	at	at	ADP
fis-3253	61	5	different	different	ADJ
fis-3253	61	6	temperatures	temperature	NOUN
fis-3253	61	7	of	of	ADP
fis-3253	61	8	(	(	PUNCT
fis-3253	61	9	-20	-20	PROPN
fis-3253	61	10	,	,	PUNCT
fis-3253	61	11	-10.0	-10.0	PROPN
fis-3253	61	12	and	and	CCONJ
fis-3253	61	13	20	20	NUM
fis-3253	61	14	°	°	NOUN
fis-3253	61	15	c	c	X
fis-3253	61	16	)	)	PUNCT
fis-3253	61	17	are	be	AUX
fis-3253	61	18	shown	show	VERB
fis-3253	61	19	in	in	ADP
fis-3253	61	20	tab	tab	NOUN
fis-3253	61	21	.	.	PUNCT
fis-3253	62	1	3	3	X
fis-3253	62	2	.	.	X
fis-3253	62	3	the	the	DET
fis-3253	62	4	gtn	gtn	PROPN
fis-3253	62	5	damage	damage	NOUN
fis-3253	62	6	model	model	NOUN
fis-3253	62	7	parameters	parameter	NOUN
fis-3253	62	8	are	be	AUX
fis-3253	62	9	:	:	PUNCT
fis-3253	62	10	q1	q1	PROPN
fis-3253	62	11	,	,	PUNCT
fis-3253	62	12	q2	q2	NOUN
fis-3253	62	13	and	and	CCONJ
fis-3253	62	14	q3	q3	PROPN
fis-3253	62	15	:	:	PUNCT
fis-3253	62	16	related	relate	VERB
fis-3253	62	17	to	to	ADP
fis-3253	62	18	the	the	DET
fis-3253	62	19	strengthening	strengthening	NOUN
fis-3253	62	20	of	of	ADP
fis-3253	62	21	the	the	DET
fis-3253	62	22	matrix	matrix	NOUN
fis-3253	62	23	material	material	NOUN
fis-3253	62	24	.	.	PUNCT
fis-3253	63	1	and	and	CCONJ
fis-3253	63	2	:	:	PUNCT
fis-3253	63	3	mean	mean	VERB
fis-3253	63	4	equivalent	equivalent	ADJ
fis-3253	63	5	plastic	plastic	NOUN
fis-3253	63	6	strain	strain	NOUN
fis-3253	63	7	and	and	CCONJ
fis-3253	63	8	the	the	DET
fis-3253	63	9	standard	standard	ADJ
fis-3253	63	10	deviation	deviation	NOUN
fis-3253	63	11	.	.	PUNCT
fis-3253	64	1	fn	fn	INTJ
fis-3253	64	2	,	,	PUNCT
fis-3253	64	3	fc	fc	PROPN
fis-3253	64	4	:	:	PUNCT
fis-3253	64	5	volume	volume	NOUN
fis-3253	64	6	fraction	fraction	NOUN
fis-3253	64	7	of	of	ADP
fis-3253	64	8	the	the	DET
fis-3253	64	9	critical	critical	ADJ
fis-3253	64	10	voids	voids	NOUN
fis-3253	64	11	.	.	PUNCT
fis-3253	65	1	f	f	X
fis-3253	66	1	f	f	X
fis-3253	66	2	:	:	PUNCT
fis-3253	66	3	the	the	DET
fis-3253	66	4	failure	failure	NOUN
fis-3253	66	5	volume	volume	NOUN
fis-3253	66	6	fraction	fraction	NOUN
fis-3253	66	7	of	of	ADP
fis-3253	66	8	the	the	DET
fis-3253	66	9	material	material	NOUN
fis-3253	66	10	failure	failure	NOUN
fis-3253	66	11	.	.	PUNCT
fis-3253	67	1	in	in	ADP
fis-3253	67	2	this	this	DET
fis-3253	67	3	work	work	NOUN
fis-3253	67	4	we	we	PRON
fis-3253	67	5	consider	consider	VERB
fis-3253	67	6	that	that	SCONJ
fis-3253	67	7	these	these	DET
fis-3253	67	8	parameters	parameter	NOUN
fis-3253	67	9	are	be	AUX
fis-3253	67	10	fixed	fix	VERB
fis-3253	67	11	=	=	ADJ
fis-3253	67	12	0.1	0.1	NUM
fis-3253	67	13	,	,	PUNCT
fis-3253	67	14	and	and	CCONJ
fis-3253	67	15	f	f	PROPN
fis-3253	67	16	f	f	PROPN
fis-3253	67	17	=	=	PROPN
fis-3253	67	18	0.18	0.18	NUM
fis-3253	67	19	.	.	PUNCT
fis-3253	68	1	test	test	NOUN
fis-3253	68	2	material	material	NOUN
fis-3253	68	3	the	the	DET
fis-3253	68	4	investigation	investigation	NOUN
fis-3253	68	5	of	of	ADP
fis-3253	68	6	our	our	PRON
fis-3253	68	7	study	study	NOUN
fis-3253	68	8	concerns	concern	VERB
fis-3253	68	9	manganese	manganese	ADJ
fis-3253	68	10	carbon	carbon	NOUN
fis-3253	68	11	steel	steel	NOUN
fis-3253	68	12	used	use	VERB
fis-3253	68	13	for	for	ADP
fis-3253	68	14	the	the	DET
fis-3253	68	15	transport	transport	NOUN
fis-3253	68	16	of	of	ADP
fis-3253	68	17	hydrocarbons	hydrocarbon	NOUN
fis-3253	68	18	(	(	PUNCT
fis-3253	68	19	gas	gas	NOUN
fis-3253	68	20	and	and	CCONJ
fis-3253	68	21	oil	oil	NOUN
fis-3253	68	22	)	)	PUNCT
fis-3253	68	23	under	under	ADP
fis-3253	68	24	a	a	DET
fis-3253	68	25	working	work	VERB
fis-3253	68	26	pressure	pressure	NOUN
fis-3253	68	27	of	of	ADP
fis-3253	68	28	70	70	NUM
fis-3253	68	29	bars	bar	NOUN
fis-3253	68	30	with	with	ADP
fis-3253	68	31	the	the	DET
fis-3253	68	32	name	name	NOUN
fis-3253	68	33	api	api	NOUN
fis-3253	68	34	5l	5l	PROPN
fis-3253	68	35	x70	x70	PROPN
fis-3253	68	36	.	.	PUNCT
fis-3253	69	1	the	the	DET
fis-3253	69	2	material	material	NOUN
fis-3253	69	3	meets	meet	VERB
fis-3253	69	4	the	the	DET
fis-3253	69	5	specification	specification	NOUN
fis-3253	69	6	imposed	impose	VERB
fis-3253	69	7	by	by	ADP
fis-3253	69	8	the	the	DET
fis-3253	69	9	standard	standard	ADJ
fis-3253	69	10	api	api	NOUN
fis-3253	69	11	5l	5l	NOUN
fis-3253	70	1	[	[	X
fis-3253	70	2	13	13	NUM
fis-3253	70	3	]	]	PUNCT
fis-3253	70	4	.	.	PUNCT
fis-3253	71	1	tab	tab	NOUN
fis-3253	71	2	.	.	PUNCT
fis-3253	71	3	4	4	NUM
fis-3253	71	4	shows	show	VERB
fis-3253	71	5	the	the	DET
fis-3253	71	6	chemical	chemical	NOUN
fis-3253	71	7	composition	composition	NOUN
fis-3253	71	8	of	of	ADP
fis-3253	71	9	the	the	DET
fis-3253	71	10	steel	steel	NOUN
fis-3253	71	11	used	use	VERB
fis-3253	71	12	.	.	PUNCT
fis-3253	72	1	c	c	NOUN
fis-3253	72	2	0.125	0.125	NUM
fis-3253	72	3	mn	mn	PROPN
fis-3253	72	4	1.680	1.680	NUM
fis-3253	72	5	si	si	NOUN
fis-3253	72	6	0.270	0.270	NUM
fis-3253	72	7	cr	cr	SYM
fis-3253	72	8	0.051	0.051	NUM
fis-3253	72	9	ni	ni	PROPN
fis-3253	72	10	0.040	0.040	NUM
fis-3253	72	11	mo	mo	PROPN
fis-3253	72	12	0.021	0.021	NUM
fis-3253	72	13	s	s	PROPN
fis-3253	72	14	0.005	0.005	NUM
fis-3253	72	15	s	s	NOUN
fis-3253	72	16	0.005	0.005	NUM
fis-3253	72	17	cu	cu	PROPN
fis-3253	72	18	0.045	0.045	NUM
fis-3253	72	19	ti	ti	NOUN
fis-3253	72	20	0.003	0.003	NUM
fis-3253	72	21	nb	nb	PROPN
fis-3253	72	22	0.033	0.033	NUM
fis-3253	72	23	al	al	PROPN
fis-3253	72	24	0.038	0.038	NUM
fis-3253	72	25	table	table	NOUN
fis-3253	72	26	4	4	NUM
fis-3253	72	27	:	:	PUNCT
fis-3253	72	28	chemical	chemical	NOUN
fis-3253	72	29	composition	composition	NOUN
fis-3253	72	30	requirement	requirement	NOUN
fis-3253	72	31	for	for	ADP
fis-3253	72	32	analyzes	analyze	NOUN
fis-3253	72	33	(	(	PUNCT
fis-3253	72	34	api	api	NOUN
fis-3253	72	35	5l	5l	PROPN
fis-3253	72	36	x70	x70	NUM
fis-3253	72	37	;	;	PUNCT
fis-3253	72	38	wt%	wt%	NUM
fis-3253	72	39	;	;	PUNCT
fis-3253	72	40	fe	fe	X
fis-3253	72	41	is	be	AUX
fis-3253	72	42	bal	bal	ADJ
fis-3253	72	43	.	.	PUNCT
fis-3253	72	44	)	)	PUNCT
fis-3253	72	45	.	.	PUNCT
fis-3253	73	1	effect	effect	NOUN
fis-3253	73	2	of	of	ADP
fis-3253	73	3	specimen	speciman	NOUN
fis-3253	73	4	at	at	ADP
fis-3253	73	5	different	different	ADJ
fis-3253	73	6	temperatures	temperature	NOUN
fis-3253	73	7	several	several	ADJ
fis-3253	73	8	impact	impact	NOUN
fis-3253	73	9	tests	test	NOUN
fis-3253	73	10	were	be	AUX
fis-3253	73	11	performed	perform	VERB
fis-3253	73	12	at	at	ADP
fis-3253	73	13	different	different	ADJ
fis-3253	73	14	temperatures	temperature	NOUN
fis-3253	73	15	and	and	CCONJ
fis-3253	73	16	the	the	DET
fis-3253	73	17	specimens	specimen	NOUN
fis-3253	73	18	were	be	AUX
fis-3253	73	19	cooled	cool	VERB
fis-3253	73	20	using	use	VERB
fis-3253	73	21	a	a	DET
fis-3253	73	22	special	special	ADJ
fis-3253	73	23	type	type	NOUN
fis-3253	73	24	of	of	ADP
fis-3253	73	25	cooler	cooler	NOUN
fis-3253	73	26	designed	design	VERB
fis-3253	73	27	to	to	PART
fis-3253	73	28	provide	provide	VERB
fis-3253	73	29	cooling	cool	VERB
fis-3253	73	30	temperatures	temperature	NOUN
fis-3253	73	31	down	down	ADP
fis-3253	73	32	to	to	ADP
fis-3253	73	33	-60	-60	PROPN
fis-3253	73	34	°	°	PROPN
fis-3253	73	35	c.	c.	NOUN
fis-3253	73	36	these	these	DET
fis-3253	73	37	tests	test	NOUN
fis-3253	73	38	are	be	AUX
fis-3253	73	39	carried	carry	VERB
fis-3253	73	40	out	out	ADP
fis-3253	73	41	on	on	ADP
fis-3253	73	42	a	a	DET
fis-3253	73	43	charpy	charpy	ADJ
fis-3253	73	44	machine	machine	NOUN
fis-3253	73	45	.	.	PUNCT
fis-3253	74	1	we	we	PRON
fis-3253	74	2	have	have	AUX
fis-3253	74	3	carried	carry	VERB
fis-3253	74	4	out	out	ADP
fis-3253	74	5	tests	test	NOUN
fis-3253	75	1	[	[	X
fis-3253	75	2	-20	-20	X
fis-3253	75	3	c	c	NOUN
fis-3253	75	4	;	;	PUNCT
fis-3253	75	5	+20	+20	NUM
fis-3253	75	6	c	c	X
fis-3253	75	7	]	]	X
fis-3253	75	8	at	at	ADP
fis-3253	75	9	the	the	DET
fis-3253	75	10	alfapipe	alfapipe	ADJ
fis-3253	75	11	mechanical	mechanical	ADJ
fis-3253	75	12	test	test	NOUN
fis-3253	75	13	laboratory	laboratory	NOUN
fis-3253	75	14	,	,	PUNCT
fis-3253	75	15	in	in	ADP
fis-3253	75	16	accordance	accordance	NOUN
fis-3253	75	17	with	with	ADP
fis-3253	75	18	api	api	NOUN
fis-3253	75	19	5l	5l	PROPN
fis-3253	75	20	x70	x70	NUM
fis-3253	75	21	.	.	PUNCT
fis-3253	76	1	the	the	DET
fis-3253	76	2	dimensions	dimension	NOUN
fis-3253	76	3	of	of	ADP
fis-3253	76	4	the	the	DET
fis-3253	76	5	test	test	NOUN
fis-3253	76	6	piece	piece	NOUN
fis-3253	76	7	are	be	AUX
fis-3253	76	8	given	give	VERB
fis-3253	76	9	in	in	ADP
fis-3253	76	10	fig	fig	NOUN
fis-3253	76	11	.	.	PUNCT
fis-3253	77	1	1	1	NUM
fis-3253	77	2	,	,	PUNCT
fis-3253	77	3	the	the	DET
fis-3253	77	4	resilience	resilience	NOUN
fis-3253	77	5	test	test	NOUN
fis-3253	77	6	was	be	AUX
fis-3253	77	7	carried	carry	VERB
fis-3253	77	8	out	out	ADP
fis-3253	77	9	on	on	ADP
fis-3253	77	10	standard	standard	ADJ
fis-3253	77	11	cvn	cvn	NOUN
fis-3253	77	12	10	10	NUM
fis-3253	77	13	*	*	SYM
fis-3253	77	14	10	10	NUM
fis-3253	77	15	test	test	NOUN
fis-3253	77	16	specimens	specimen	NOUN
fis-3253	77	17	,	,	PUNCT
fis-3253	77	18	the	the	DET
fis-3253	77	19	geometry	geometry	NOUN
fis-3253	77	20	of	of	ADP
fis-3253	77	21	which	which	PRON
fis-3253	77	22	according	accord	VERB
fis-3253	77	23	to	to	ADP
fis-3253	77	24	api	api	NOUN
fis-3253	77	25	5l	5l	NUM
fis-3253	77	26	.	.	PUNCT
fis-3253	78	1	from	from	ADP
fis-3253	78	2	tab	tab	PROPN
fis-3253	78	3	.	.	PUNCT
fis-3253	79	1	5	5	NUM
fis-3253	79	2	,	,	PUNCT
fis-3253	79	3	it	it	PRON
fis-3253	79	4	is	be	AUX
fis-3253	79	5	shown	show	VERB
fis-3253	79	6	that	that	SCONJ
fis-3253	79	7	as	as	SCONJ
fis-3253	79	8	the	the	DET
fis-3253	79	9	temperature	temperature	NOUN
fis-3253	79	10	of	of	ADP
fis-3253	79	11	the	the	DET
fis-3253	79	12	specimen	speciman	NOUN
fis-3253	79	13	keeps	keep	VERB
fis-3253	79	14	high	high	ADJ
fis-3253	79	15	values	value	NOUN
fis-3253	79	16	,	,	PUNCT
fis-3253	79	17	the	the	DET
fis-3253	79	18	corresponding	corresponding	ADJ
fis-3253	79	19	impact	impact	NOUN
fis-3253	79	20	energy	energy	NOUN
fis-3253	79	21	required	require	VERB
fis-3253	79	22	for	for	ADP
fis-3253	79	23	failure	failure	NOUN
fis-3253	79	24	increases	increase	VERB
fis-3253	79	25	rapidly	rapidly	ADV
fis-3253	79	26	due	due	ADJ
fis-3253	79	27	to	to	ADP
fis-3253	79	28	the	the	DET
fis-3253	79	29	steel	steel	NOUN
fis-3253	79	30	being	be	AUX
fis-3253	79	31	moved	move	VERB
fis-3253	79	32	to	to	ADP
fis-3253	79	33	the	the	DET
fis-3253	79	34	ductile	ductile	NOUN
fis-3253	79	35	zone	zone	NOUN
fis-3253	79	36	.	.	PUNCT
fis-3253	80	1	at	at	ADP
fis-3253	80	2	high	high	ADJ
fis-3253	80	3	temperatures	temperature	NOUN
fis-3253	80	4	,	,	PUNCT
fis-3253	80	5	while	while	SCONJ
fis-3253	80	6	at	at	ADP
fis-3253	80	7	low	low	ADJ
fis-3253	80	8	temperatures	temperature	NOUN
fis-3253	80	9	,	,	PUNCT
fis-3253	80	10	steel	steel	NOUN
fis-3253	80	11	behaves	behave	VERB
fis-3253	80	12	like	like	ADP
fis-3253	80	13	a	a	DET
fis-3253	80	14	brittle	brittle	ADJ
fis-3253	80	15	material	material	NOUN
fis-3253	80	16	which	which	PRON
fis-3253	80	17	requires	require	VERB
fis-3253	80	18	quite	quite	DET
fis-3253	80	19	a	a	DET
fis-3253	80	20	bit	bit	NOUN
fis-3253	80	21	of	of	ADP
fis-3253	80	22	energy	energy	NOUN
fis-3253	80	23	to	to	ADP
fis-3253	80	24	fracture	fracture	NOUN
fis-3253	80	25	.	.	PUNCT
fis-3253	81	1	t	t	PROPN
fis-3253	81	2	,	,	PUNCT
fis-3253	81	3	oc	oc	ADP
fis-3253	81	4	energy	energy	NOUN
fis-3253	81	5	(	(	PUNCT
fis-3253	81	6	j	j	NOUN
fis-3253	81	7	/	/	SYM
fis-3253	81	8	cm²	cm²	PROPN
fis-3253	81	9	)	)	PUNCT
fis-3253	81	10	energy	energy	NOUN
fis-3253	81	11	(	(	PUNCT
fis-3253	81	12	j	j	NOUN
fis-3253	81	13	/	/	SYM
fis-3253	81	14	cm²	cm²	PROPN
fis-3253	81	15	)	)	PUNCT
fis-3253	81	16	test	test	NOUN
fis-3253	81	17	1	1	NUM
fis-3253	81	18	test	test	NOUN
fis-3253	81	19	2	2	NUM
fis-3253	81	20	test	test	NOUN
fis-3253	81	21	3	3	NUM
fis-3253	81	22	average	average	NOUN
fis-3253	81	23	(	(	PUNCT
fis-3253	81	24	1,2,3	1,2,3	NOUN
fis-3253	81	25	)	)	PUNCT
fis-3253	81	26	base	base	NOUN
fis-3253	81	27	metal	metal	NOUN
fis-3253	81	28	(	(	PUNCT
fis-3253	81	29	bm	bm	PROPN
fis-3253	81	30	)	)	PUNCT
fis-3253	81	31	20	20	NUM
fis-3253	82	1	262.8	262.8	NUM
fis-3253	82	2	254.1	254.1	NUM
fis-3253	82	3	266.5	266.5	NUM
fis-3253	82	4	261.13	261.13	NUM
fis-3253	82	5	0	0	NUM
fis-3253	82	6	248	248	NUM
fis-3253	82	7	242	242	NUM
fis-3253	82	8	238	238	NUM
fis-3253	82	9	242.67	242.67	NUM
fis-3253	82	10	-10	-10	PUNCT
fis-3253	82	11	216	216	NUM
fis-3253	82	12	210	210	NUM
fis-3253	82	13	210	210	NUM
fis-3253	82	14	212	212	NUM
fis-3253	82	15	-20	-20	NUM
fis-3253	82	16	206	206	NUM
fis-3253	82	17	205	205	NUM
fis-3253	82	18	203	203	NUM
fis-3253	82	19	204.67	204.67	NUM
fis-3253	82	20	table	table	NOUN
fis-3253	82	21	5	5	NUM
fis-3253	82	22	:	:	PUNCT
fis-3253	82	23	macro	macro	NOUN
fis-3253	82	24	-	-	NOUN
fis-3253	82	25	characteristics	characteristic	NOUN
fis-3253	82	26	of	of	ADP
fis-3253	82	27	charpy	charpy	ADJ
fis-3253	82	28	specimens	specimen	NOUN
fis-3253	82	29	cut	cut	VERB
fis-3253	82	30	from	from	ADP
fis-3253	82	31	x70	x70	NUM
fis-3253	82	32	pipe	pipe	NOUN
fis-3253	82	33	steel	steel	NOUN
fis-3253	82	34	tested	test	VERB
fis-3253	82	35	for	for	ADP
fis-3253	82	36	impact	impact	NOUN
fis-3253	82	37	toughness	toughness	NOUN
fis-3253	82	38	-	-	PUNCT
fis-3253	82	39	experimental	experimental	NOUN
fis-3253	82	40	.	.	PUNCT
fis-3253	83	1	results	result	NOUN
fis-3253	83	2	simulated	simulate	VERB
fis-3253	83	3	load	load	NOUN
fis-3253	83	4	-	-	PUNCT
fis-3253	83	5	displacement	displacement	ADJ
fis-3253	83	6	/	/	SYM
fis-3253	83	7	time	time	NOUN
fis-3253	83	8	curve	curve	NOUN
fis-3253	83	9	ypical	ypical	ADJ
fis-3253	83	10	load	load	NOUN
fis-3253	83	11	vs	vs	ADP
fis-3253	83	12	displacement	displacement	NOUN
fis-3253	83	13	/	/	SYM
fis-3253	83	14	time	time	NOUN
fis-3253	83	15	curve	curve	NOUN
fis-3253	83	16	obtained	obtain	VERB
fis-3253	83	17	from	from	ADP
fis-3253	83	18	the	the	DET
fis-3253	83	19	fem	fem	NOUN
fis-3253	83	20	simulation	simulation	NOUN
fis-3253	83	21	is	be	AUX
fis-3253	83	22	shown	show	VERB
fis-3253	83	23	in	in	ADP
fis-3253	83	24	fig	fig	NOUN
fis-3253	83	25	.	.	PUNCT
fis-3253	84	1	3	3	X
fis-3253	84	2	.	.	NOUN
fis-3253	84	3	similar	similar	ADJ
fis-3253	84	4	to	to	ADP
fis-3253	84	5	the	the	DET
fis-3253	84	6	analysis	analysis	NOUN
fis-3253	84	7	of	of	ADP
fis-3253	84	8	the	the	DET
fis-3253	84	9	experimental	experimental	ADJ
fis-3253	84	10	results	result	NOUN
fis-3253	84	11	,	,	PUNCT
fis-3253	84	12	the	the	DET
fis-3253	84	13	load	load	NOUN
fis-3253	84	14	-	-	PUNCT
fis-3253	84	15	displacement	displacement	ADJ
fis-3253	84	16	curve	curve	NOUN
fis-3253	84	17	is	be	AUX
fis-3253	84	18	divided	divide	VERB
fis-3253	84	19	into	into	ADP
fis-3253	84	20	three	three	NUM
fis-3253	84	21	parts	part	NOUN
fis-3253	84	22	:	:	PUNCT
fis-3253	84	23	i	i	PRON
fis-3253	84	24	-	-	PUNCT
fis-3253	84	25	before	before	ADP
fis-3253	84	26	the	the	DET
fis-3253	84	27	general	general	ADJ
fis-3253	84	28	yield	yield	NOUN
fis-3253	84	29	point	point	NOUN
fis-3253	84	30	,	,	PUNCT
fis-3253	84	31	ii	ii	NOUN
fis-3253	84	32	-	-	PUNCT
fis-3253	84	33	between	between	ADP
fis-3253	84	34	the	the	DET
fis-3253	84	35	general	general	ADJ
fis-3253	84	36	yield	yield	NOUN
fis-3253	84	37	point	point	NOUN
fis-3253	84	38	and	and	CCONJ
fis-3253	84	39	the	the	DET
fis-3253	84	40	peak	peak	NOUN
fis-3253	84	41	point	point	NOUN
fis-3253	84	42	,	,	PUNCT
fis-3253	84	43	and	and	CCONJ
fis-3253	84	44	iii	iii	X
fis-3253	84	45	-	-	PUNCT
fis-3253	84	46	after	after	ADP
fis-3253	84	47	the	the	DET
fis-3253	84	48	maximum	maximum	ADJ
fis-3253	84	49	point	point	NOUN
fis-3253	84	50	till	till	SCONJ
fis-3253	84	51	the	the	DET
fis-3253	84	52	final	final	ADJ
fis-3253	84	53	fracture	fracture	NOUN
fis-3253	84	54	.	.	PUNCT
fis-3253	85	1	all	all	DET
fis-3253	85	2	points	point	NOUN
fis-3253	85	3	are	be	AUX
fis-3253	85	4	marked	mark	VERB
fis-3253	85	5	in	in	ADP
fis-3253	85	6	fig	fig	NOUN
fis-3253	85	7	.	.	PUNCT
fis-3253	86	1	3	3	X
fis-3253	86	2	.	.	X
fis-3253	86	3	it	it	PRON
fis-3253	86	4	can	can	AUX
fis-3253	86	5	be	be	AUX
fis-3253	86	6	seen	see	VERB
fis-3253	86	7	in	in	ADP
fis-3253	86	8	fig	fig	NOUN
fis-3253	86	9	.	.	PUNCT
fis-3253	87	1	3	3	NUM
fis-3253	87	2	that	that	PRON
fis-3253	87	3	the	the	DET
fis-3253	87	4	load	load	NOUN
fis-3253	87	5	increases	increase	VERB
fis-3253	87	6	linearly	linearly	ADV
fis-3253	87	7	with	with	ADP
fis-3253	87	8	the	the	DET
fis-3253	87	9	displacement	displacement	NOUN
fis-3253	87	10	in	in	ADP
fis-3253	87	11	part	part	NOUN
fis-3253	87	12	i.	i.	NOUN
fis-3253	87	13	between	between	ADP
fis-3253	87	14	the	the	DET
fis-3253	87	15	general	general	ADJ
fis-3253	87	16	yield	yield	NOUN
fis-3253	87	17	point	point	NOUN
fis-3253	87	18	and	and	CCONJ
fis-3253	87	19	the	the	DET
fis-3253	87	20	peak	peak	NOUN
fis-3253	87	21	point	point	NOUN
fis-3253	87	22	the	the	DET
fis-3253	87	23	material	material	NOUN
fis-3253	87	24	starts	start	VERB
fis-3253	87	25	to	to	PART
fis-3253	87	26	be	be	AUX
fis-3253	87	27	deformed	deform	VERB
fis-3253	87	28	plastically	plastically	NOUN
fis-3253	87	29	.	.	PUNCT
fis-3253	88	1	in	in	ADP
fis-3253	88	2	part	part	PROPN
fis-3253	88	3	iii	iii	NOUN
fis-3253	88	4	,	,	PUNCT
fis-3253	88	5	the	the	DET
fis-3253	88	6	crack	crack	NOUN
fis-3253	88	7	propagates	propagate	VERB
fis-3253	88	8	and	and	CCONJ
fis-3253	88	9	the	the	DET
fis-3253	88	10	load	load	NOUN
fis-3253	88	11	decreases	decrease	VERB
fis-3253	88	12	to	to	PART
fis-3253	88	13	end	end	VERB
fis-3253	88	14	of	of	ADP
fis-3253	88	15	impact	impact	NOUN
fis-3253	88	16	and	and	CCONJ
fis-3253	88	17	the	the	DET
fis-3253	88	18	final	final	ADJ
fis-3253	88	19	separation	separation	NOUN
fis-3253	88	20	is	be	AUX
fis-3253	88	21	observed	observe	VERB
fis-3253	88	22	.	.	PUNCT
fis-3253	89	1	all	all	DET
fis-3253	89	2	results	result	NOUN
fis-3253	89	3	at	at	ADP
fis-3253	89	4	different	different	ADJ
fis-3253	89	5	temperatures	temperature	NOUN
fis-3253	89	6	and	and	CCONJ
fis-3253	89	7	gtn	gtn	PROPN
fis-3253	89	8	parameters	parameter	NOUN
fis-3253	89	9	values	value	NOUN
fis-3253	89	10	of	of	ADP
fis-3253	89	11	fem	fem	NOUN
fis-3253	89	12	simulated	simulate	VERB
fis-3253	89	13	load	load	NOUN
fis-3253	89	14	values	value	NOUN
fis-3253	89	15	are	be	AUX
fis-3253	89	16	summarized	summarize	VERB
fis-3253	89	17	in	in	ADP
fis-3253	89	18	tab	tab	NOUN
fis-3253	89	19	.	.	PUNCT
fis-3253	90	1	6	6	NUM
fis-3253	90	2	.	.	X
fis-3253	90	3	n	n	NUM
fis-3253	90	4	ns	ns	NUM
fis-3253	90	5	ns	ns	PROPN
fis-3253	90	6	t	t	PROPN
fis-3253	90	7	a.	a.	NOUN
fis-3253	90	8	ouladbrahim	ouladbrahim	PROPN
fis-3253	90	9	et	et	PROPN
fis-3253	90	10	alii	alii	PROPN
fis-3253	90	11	,	,	PUNCT
fis-3253	90	12	frattura	frattura	PROPN
fis-3253	90	13	ed	ed	PROPN
fis-3253	90	14	integrità	integrità	PROPN
fis-3253	90	15	strutturale	strutturale	PROPN
fis-3253	90	16	,	,	PUNCT
fis-3253	90	17	58	58	NUM
fis-3253	90	18	(	(	PUNCT
fis-3253	90	19	2021	2021	NUM
fis-3253	90	20	)	)	PUNCT
fis-3253	90	21	442	442	NUM
fis-3253	90	22	-	-	SYM
fis-3253	90	23	452	452	NUM
fis-3253	90	24	;	;	PUNCT
fis-3253	90	25	doi	doi	NOUN
fis-3253	90	26	:	:	PUNCT
fis-3253	90	27	10.3221	10.3221	NUM
fis-3253	90	28	/	/	SYM
fis-3253	90	29	igf	igf	PROPN
fis-3253	90	30	-	-	PUNCT
fis-3253	90	31	esis.58.32	esis.58.32	PROPN
fis-3253	90	32	447	447	NUM
fis-3253	90	33	figure	figure	NOUN
fis-3253	90	34	3	3	NUM
fis-3253	90	35	:	:	PUNCT
fis-3253	90	36	the	the	DET
fis-3253	90	37	simulated	simulate	VERB
fis-3253	90	38	load	load	NOUN
fis-3253	90	39	-	-	PUNCT
fis-3253	90	40	displacement	displacement	NOUN
fis-3253	90	41	curve	curve	NOUN
fis-3253	90	42	,	,	PUNCT
fis-3253	90	43	impact	impact	NOUN
fis-3253	90	44	testing	testing	NOUN
fis-3253	90	45	-	-	PUNCT
fis-3253	90	46	x70	x70	PROPN
fis-3253	90	47	.	.	PUNCT
fis-3253	91	1	material	material	NOUN
fis-3253	91	2	specimen	speciman	NOUN
fis-3253	91	3	temperature	temperature	NOUN
fis-3253	91	4	experiment	experiment	NOUN
fis-3253	91	5	fem	fem	NOUN
fis-3253	91	6	simulated	simulate	VERB
fis-3253	91	7	general	general	ADJ
fis-3253	91	8	yield	yield	NOUN
fis-3253	91	9	min	min	PROPN
fis-3253	91	10	-	-	PROPN
fis-3253	91	11	max	max	PROPN
fis-3253	91	12	(	(	PUNCT
fis-3253	91	13	kn	kn	PROPN
fis-3253	91	14	)	)	PUNCT
fis-3253	91	15	peak	peak	NOUN
fis-3253	91	16	load	load	NOUN
fis-3253	91	17	min	min	PROPN
fis-3253	91	18	-	-	ADJ
fis-3253	91	19	max	max	PROPN
fis-3253	91	20	(	(	PUNCT
fis-3253	91	21	kn	kn	PROPN
fis-3253	91	22	)	)	PUNCT
fis-3253	91	23	general	general	ADJ
fis-3253	91	24	yield	yield	NOUN
fis-3253	91	25	min	min	PROPN
fis-3253	91	26	-	-	PROPN
fis-3253	91	27	max	max	PROPN
fis-3253	91	28	(	(	PUNCT
fis-3253	91	29	kn	kn	PROPN
fis-3253	91	30	)	)	PUNCT
fis-3253	91	31	peak	peak	NOUN
fis-3253	91	32	load	load	NOUN
fis-3253	91	33	min	min	PROPN
fis-3253	91	34	-	-	ADJ
fis-3253	91	35	max	max	PROPN
fis-3253	91	36	(	(	PUNCT
fis-3253	91	37	kn	kn	PROPN
fis-3253	91	38	)	)	PUNCT
fis-3253	91	39	group1	group1	PROPN
fis-3253	91	40	20	20	NUM
fis-3253	91	41	°	°	PROPN
fis-3253	91	42	c	c	ADP
fis-3253	91	43	17.78	17.78	NUM
fis-3253	91	44	18.65	18.65	NUM
fis-3253	91	45	19.05	19.05	NUM
fis-3253	91	46	19.98	19.98	NUM
fis-3253	91	47	14.07	14.07	NUM
fis-3253	91	48	15.15	15.15	NUM
fis-3253	91	49	15.01	15.01	NUM
fis-3253	91	50	24.22	24.22	NUM
fis-3253	91	51	group2	group2	NOUN
fis-3253	91	52	0	0	PUNCT
fis-3253	92	1	°	°	ADP
fis-3253	92	2	c	c	NOUN
fis-3253	92	3	16.66	16.66	NUM
fis-3253	92	4	17.36	17.36	NUM
fis-3253	92	5	17.85	17.85	NUM
fis-3253	92	6	18.6	18.6	NUM
fis-3253	92	7	14.72	14.72	NUM
fis-3253	92	8	15.67	15.67	NUM
fis-3253	92	9	15.53	15.53	NUM
fis-3253	92	10	25.33	25.33	NUM
fis-3253	92	11	group3	group3	NOUN
fis-3253	92	12	-10	-10	PUNCT
fis-3253	93	1	°	°	ADP
fis-3253	93	2	c	c	NOUN
fis-3253	93	3	14.7	14.7	NUM
fis-3253	93	4	15.12	15.12	NUM
fis-3253	93	5	15.75	15.75	NUM
fis-3253	93	6	16.2	16.2	NUM
fis-3253	93	7	15.64	15.64	NUM
fis-3253	93	8	16.11	16.11	NUM
fis-3253	93	9	15.96	15.96	NUM
fis-3253	93	10	26.92	26.92	NUM
fis-3253	93	11	group4	group4	ADJ
fis-3253	93	12	-20	-20	PUNCT
fis-3253	93	13	°	°	PROPN
fis-3253	93	14	c	c	NOUN
fis-3253	93	15	14.21	14.21	NUM
fis-3253	93	16	14.42	14.42	NUM
fis-3253	93	17	15.225	15.225	NUM
fis-3253	93	18	15.45	15.45	NUM
fis-3253	93	19	15.85	15.85	NUM
fis-3253	93	20	16.37	16.37	NUM
fis-3253	93	21	16.23	16.23	NUM
fis-3253	93	22	27.28	27.28	NUM
fis-3253	93	23	table	table	NOUN
fis-3253	93	24	6	6	NUM
fis-3253	93	25	:	:	PUNCT
fis-3253	93	26	summary	summary	NOUN
fis-3253	93	27	of	of	ADP
fis-3253	93	28	experiment	experiment	NOUN
fis-3253	93	29	and	and	CCONJ
fis-3253	93	30	fem	fem	NOUN
fis-3253	93	31	simulation	simulation	NOUN
fis-3253	93	32	results	result	VERB
fis-3253	93	33	for	for	ADP
fis-3253	93	34	the	the	DET
fis-3253	93	35	impact	impact	NOUN
fis-3253	93	36	testing	test	VERB
fis-3253	93	37	specimen	speciman	NOUN
fis-3253	93	38	.	.	PUNCT
fis-3253	94	1	fig	fig	NOUN
fis-3253	94	2	.	.	PUNCT
fis-3253	95	1	4	4	NUM
fis-3253	95	2	represented	represent	VERB
fis-3253	95	3	examples	example	NOUN
fis-3253	95	4	of	of	ADP
fis-3253	95	5	the	the	DET
fis-3253	95	6	effect	effect	NOUN
fis-3253	95	7	of	of	ADP
fis-3253	95	8	the	the	DET
fis-3253	95	9	value	value	NOUN
fis-3253	95	10	of	of	ADP
fis-3253	95	11	gtn	gtn	PROPN
fis-3253	95	12	parameters	parameter	NOUN
fis-3253	95	13	on	on	ADP
fis-3253	95	14	the	the	DET
fis-3253	95	15	resulting	result	VERB
fis-3253	95	16	fracture	fracture	NOUN
fis-3253	95	17	surface	surface	NOUN
fis-3253	95	18	for	for	ADP
fis-3253	95	19	charpy	charpy	ADJ
fis-3253	95	20	specimen	speciman	NOUN
fis-3253	95	21	,	,	PUNCT
fis-3253	95	22	and	and	CCONJ
fis-3253	95	23	fig	fig	NOUN
fis-3253	95	24	.	.	PUNCT
fis-3253	96	1	5	5	NUM
fis-3253	96	2	shows	show	VERB
fis-3253	96	3	the	the	DET
fis-3253	96	4	simulated	simulate	VERB
fis-3253	96	5	impact	impact	NOUN
fis-3253	96	6	test	test	NOUN
fis-3253	96	7	and	and	CCONJ
fis-3253	96	8	the	the	DET
fis-3253	96	9	experimentally	experimentally	ADV
fis-3253	96	10	tested	test	VERB
fis-3253	96	11	one	one	NUM
fis-3253	96	12	.	.	PUNCT
fis-3253	97	1	they	they	PRON
fis-3253	97	2	are	be	AUX
fis-3253	97	3	in	in	ADP
fis-3253	97	4	very	very	ADV
fis-3253	97	5	good	good	ADJ
fis-3253	97	6	agreement	agreement	NOUN
fis-3253	97	7	.	.	PUNCT
fis-3253	98	1	two	two	NUM
fis-3253	98	2	faces	face	NOUN
fis-3253	98	3	fracture	fracture	NOUN
fis-3253	98	4	area	area	NOUN
fis-3253	98	5	can	can	AUX
fis-3253	98	6	be	be	AUX
fis-3253	98	7	observed	observe	VERB
fis-3253	98	8	in	in	ADP
fis-3253	98	9	both	both	DET
fis-3253	98	10	pictures	picture	NOUN
fis-3253	98	11	.	.	PUNCT
fis-3253	99	1	predict	predict	VERB
fis-3253	99	2	and	and	CCONJ
fis-3253	99	3	analysis	analysis	NOUN
fis-3253	99	4	of	of	ADP
fis-3253	99	5	initiation	initiation	NOUN
fis-3253	99	6	and	and	CCONJ
fis-3253	99	7	maximum	maximum	ADJ
fis-3253	99	8	impact	impact	NOUN
fis-3253	99	9	loading	load	VERB
fis-3253	99	10	artificial	artificial	ADJ
fis-3253	99	11	neural	neural	ADJ
fis-3253	99	12	network	network	NOUN
fis-3253	99	13	(	(	PUNCT
fis-3253	99	14	ann	ann	PROPN
fis-3253	99	15	)	)	PUNCT
fis-3253	100	1	he	he	PRON
fis-3253	100	2	fracture	fracture	VERB
fis-3253	100	3	simulation	simulation	NOUN
fis-3253	100	4	by	by	ADP
fis-3253	100	5	gtn	gtn	PROPN
fis-3253	100	6	model	model	NOUN
fis-3253	100	7	in	in	ADP
fis-3253	100	8	abaqus	abaqus	PROPN
fis-3253	100	9	software	software	NOUN
fis-3253	100	10	provides	provide	VERB
fis-3253	100	11	detailed	detailed	ADJ
fis-3253	100	12	information	information	NOUN
fis-3253	100	13	and	and	CCONJ
fis-3253	100	14	data	datum	NOUN
fis-3253	100	15	of	of	ADP
fis-3253	100	16	the	the	DET
fis-3253	100	17	load	load	NOUN
fis-3253	100	18	fracture	fracture	NOUN
fis-3253	100	19	initiation	initiation	NOUN
fis-3253	100	20	and	and	CCONJ
fis-3253	100	21	propagation	propagation	NOUN
fis-3253	100	22	in	in	ADP
fis-3253	100	23	a	a	DET
fis-3253	100	24	ductile	ductile	NOUN
fis-3253	100	25	impact	impact	NOUN
fis-3253	100	26	testing	test	VERB
fis-3253	100	27	specimen	speciman	NOUN
fis-3253	100	28	.	.	PUNCT
fis-3253	101	1	in	in	ADP
fis-3253	101	2	this	this	DET
fis-3253	101	3	case	case	NOUN
fis-3253	101	4	,	,	PUNCT
fis-3253	101	5	the	the	DET
fis-3253	101	6	development	development	NOUN
fis-3253	101	7	of	of	ADP
fis-3253	101	8	ann	ann	PROPN
fis-3253	101	9	application	application	NOUN
fis-3253	101	10	depends	depend	VERB
fis-3253	101	11	on	on	ADP
fis-3253	101	12	a	a	DET
fis-3253	101	13	good	good	ADJ
fis-3253	101	14	selection	selection	NOUN
fis-3253	101	15	of	of	ADP
fis-3253	101	16	training	training	NOUN
fis-3253	101	17	data	datum	NOUN
fis-3253	101	18	.	.	PUNCT
fis-3253	102	1	in	in	ADP
fis-3253	102	2	this	this	DET
fis-3253	102	3	work	work	NOUN
fis-3253	102	4	,	,	PUNCT
fis-3253	102	5	ann	ann	PROPN
fis-3253	102	6	model	model	NOUN
fis-3253	102	7	has	have	AUX
fis-3253	102	8	been	be	AUX
fis-3253	102	9	developed	develop	VERB
fis-3253	102	10	to	to	PART
fis-3253	102	11	predict	predict	VERB
fis-3253	102	12	the	the	DET
fis-3253	102	13	initial	initial	ADJ
fis-3253	102	14	and	and	CCONJ
fis-3253	102	15	maximum	maximum	ADJ
fis-3253	102	16	values	value	NOUN
fis-3253	102	17	of	of	ADP
fis-3253	102	18	loading	loading	NOUN
fis-3253	102	19	in	in	ADP
fis-3253	102	20	impact	impact	NOUN
fis-3253	102	21	test	test	NOUN
fis-3253	102	22	at	at	ADP
fis-3253	102	23	different	different	ADJ
fis-3253	102	24	temperatures	temperature	NOUN
fis-3253	102	25	.	.	PUNCT
fis-3253	103	1	the	the	DET
fis-3253	103	2	percentage	percentage	NOUN
fis-3253	103	3	by	by	ADP
fis-3253	103	4	weight	weight	NOUN
fis-3253	103	5	of	of	ADP
fis-3253	103	6	gtn	gtn	PROPN
fis-3253	103	7	parameters	parameter	NOUN
fis-3253	103	8	was	be	AUX
fis-3253	103	9	considered	consider	VERB
fis-3253	103	10	as	as	SCONJ
fis-3253	103	11	the	the	DET
fis-3253	103	12	inputs	input	NOUN
fis-3253	103	13	and	and	CCONJ
fis-3253	103	14	the	the	DET
fis-3253	103	15	initial	initial	ADJ
fis-3253	103	16	and	and	CCONJ
fis-3253	103	17	maximum	maximum	ADJ
fis-3253	103	18	load	load	NOUN
fis-3253	103	19	were	be	AUX
fis-3253	103	20	considered	consider	VERB
fis-3253	103	21	as	as	ADP
fis-3253	103	22	the	the	DET
fis-3253	103	23	outputs	output	NOUN
fis-3253	103	24	as	as	SCONJ
fis-3253	103	25	shown	show	VERB
fis-3253	103	26	in	in	ADP
fis-3253	103	27	the	the	DET
fis-3253	103	28	fig	fig	NOUN
fis-3253	103	29	.	.	PUNCT
fis-3253	104	1	6	6	NUM
fis-3253	104	2	.	.	X
fis-3253	104	3	t	t	PROPN
fis-3253	104	4	a.	a.	NOUN
fis-3253	104	5	ouladbrahim	ouladbrahim	PROPN
fis-3253	104	6	et	et	PROPN
fis-3253	104	7	alii	alii	PROPN
fis-3253	104	8	,	,	PUNCT
fis-3253	104	9	frattura	frattura	PROPN
fis-3253	104	10	ed	ed	PROPN
fis-3253	104	11	integrità	integrità	PROPN
fis-3253	104	12	strutturale	strutturale	PROPN
fis-3253	104	13	,	,	PUNCT
fis-3253	104	14	58	58	NUM
fis-3253	104	15	(	(	PUNCT
fis-3253	104	16	2021	2021	NUM
fis-3253	104	17	)	)	PUNCT
fis-3253	104	18	442	442	NUM
fis-3253	104	19	-	-	SYM
fis-3253	104	20	452	452	NUM
fis-3253	104	21	;	;	PUNCT
fis-3253	104	22	doi	doi	NOUN
fis-3253	104	23	:	:	PUNCT
fis-3253	104	24	10.3221	10.3221	NUM
fis-3253	104	25	/	/	SYM
fis-3253	104	26	igf	igf	PROPN
fis-3253	104	27	-	-	PUNCT
fis-3253	104	28	esis.58.32	esis.58.32	PROPN
fis-3253	104	29	448	448	NUM
fis-3253	104	30	max	max	PROPN
fis-3253	104	31	parameter	parameter	PROPN
fis-3253	104	32	value	value	NOUN
fis-3253	104	33	min	min	PROPN
fis-3253	104	34	parameter	parameter	PROPN
fis-3253	104	35	value	value	PROPN
fis-3253	104	36	q1	q1	PROPN
fis-3253	104	37	q2	q2	PROPN
fis-3253	104	38	fn	fn	PROPN
fis-3253	104	39	fc	fc	PROPN
fis-3253	104	40	figure	figure	VERB
fis-3253	104	41	4	4	NUM
fis-3253	104	42	:	:	PUNCT
fis-3253	104	43	examples	example	NOUN
fis-3253	104	44	of	of	ADP
fis-3253	104	45	the	the	DET
fis-3253	104	46	effect	effect	NOUN
fis-3253	104	47	of	of	ADP
fis-3253	104	48	the	the	DET
fis-3253	104	49	value	value	NOUN
fis-3253	104	50	of	of	ADP
fis-3253	104	51	gtn	gtn	PROPN
fis-3253	104	52	parameters	parameter	NOUN
fis-3253	104	53	on	on	ADP
fis-3253	104	54	the	the	DET
fis-3253	104	55	resulting	result	VERB
fis-3253	104	56	fracture	fracture	NOUN
fis-3253	104	57	surface	surface	NOUN
fis-3253	104	58	.	.	PUNCT
fis-3253	105	1	(	(	PUNCT
fis-3253	105	2	a	a	X
fis-3253	105	3	)	)	PUNCT
fis-3253	105	4	(	(	PUNCT
fis-3253	105	5	b	b	X
fis-3253	105	6	)	)	PUNCT
fis-3253	105	7	figure	figure	NOUN
fis-3253	105	8	5	5	NUM
fis-3253	105	9	:	:	PUNCT
fis-3253	105	10	the	the	DET
fis-3253	105	11	fractured	fractured	ADJ
fis-3253	105	12	impact	impact	NOUN
fis-3253	105	13	testing	test	VERB
fis-3253	105	14	specimen	speciman	NOUN
fis-3253	105	15	:	:	PUNCT
fis-3253	105	16	tested	test	VERB
fis-3253	105	17	specimen	speciman	NOUN
fis-3253	105	18	(	(	PUNCT
fis-3253	105	19	a	a	X
fis-3253	105	20	)	)	PUNCT
fis-3253	105	21	;	;	PUNCT
fis-3253	105	22	simulated	simulate	VERB
fis-3253	105	23	specimen	speciman	NOUN
fis-3253	105	24	(	(	PUNCT
fis-3253	105	25	b	b	NOUN
fis-3253	105	26	)	)	PUNCT
fis-3253	105	27	.	.	PUNCT
fis-3253	106	1	n	n	ADJ
fis-3253	106	2	a.	a.	NOUN
fis-3253	106	3	ouladbrahim	ouladbrahim	PROPN
fis-3253	106	4	et	et	PROPN
fis-3253	106	5	alii	alii	PROPN
fis-3253	106	6	,	,	PUNCT
fis-3253	106	7	frattura	frattura	PROPN
fis-3253	106	8	ed	ed	PROPN
fis-3253	106	9	integrità	integrità	PROPN
fis-3253	106	10	strutturale	strutturale	PROPN
fis-3253	106	11	,	,	PUNCT
fis-3253	106	12	58	58	NUM
fis-3253	106	13	(	(	PUNCT
fis-3253	106	14	2021	2021	NUM
fis-3253	106	15	)	)	PUNCT
fis-3253	106	16	442	442	NUM
fis-3253	106	17	-	-	SYM
fis-3253	106	18	452	452	NUM
fis-3253	106	19	;	;	PUNCT
fis-3253	106	20	doi	doi	NOUN
fis-3253	106	21	:	:	PUNCT
fis-3253	106	22	10.3221	10.3221	NUM
fis-3253	106	23	/	/	SYM
fis-3253	106	24	igf	igf	PROPN
fis-3253	106	25	-	-	PUNCT
fis-3253	106	26	esis.58.32	esis.58.32	ADJ
fis-3253	106	27	449	449	NUM
fis-3253	106	28	figure	figure	NOUN
fis-3253	106	29	6	6	NUM
fis-3253	106	30	:	:	PUNCT
fis-3253	106	31	architecture	architecture	NOUN
fis-3253	106	32	of	of	ADP
fis-3253	106	33	neural	neural	ADJ
fis-3253	106	34	network	network	NOUN
fis-3253	106	35	.	.	PUNCT
fis-3253	107	1	anns	anns	PROPN
fis-3253	107	2	have	have	AUX
fis-3253	107	3	been	be	AUX
fis-3253	107	4	widely	widely	ADV
fis-3253	107	5	used	use	VERB
fis-3253	107	6	in	in	ADP
fis-3253	107	7	several	several	ADJ
fis-3253	107	8	research	research	NOUN
fis-3253	107	9	studies	study	NOUN
fis-3253	107	10	to	to	PART
fis-3253	107	11	study	study	VERB
fis-3253	107	12	the	the	DET
fis-3253	107	13	correlation	correlation	NOUN
fis-3253	107	14	between	between	ADP
fis-3253	107	15	numerical	numerical	ADJ
fis-3253	107	16	input	input	NOUN
fis-3253	107	17	data	datum	NOUN
fis-3253	107	18	elements	element	NOUN
fis-3253	107	19	and	and	CCONJ
fis-3253	107	20	target	target	NOUN
fis-3253	107	21	orientation	orientation	NOUN
fis-3253	107	22	[	[	X
fis-3253	107	23	14–16	14–16	NUM
fis-3253	107	24	]	]	PUNCT
fis-3253	107	25	.	.	PUNCT
fis-3253	108	1	we	we	PRON
fis-3253	108	2	try	try	VERB
fis-3253	108	3	to	to	PART
fis-3253	108	4	use	use	VERB
fis-3253	108	5	ann	ann	PROPN
fis-3253	108	6	to	to	PART
fis-3253	108	7	study	study	VERB
fis-3253	108	8	the	the	DET
fis-3253	108	9	relationship	relationship	NOUN
fis-3253	108	10	and	and	CCONJ
fis-3253	108	11	the	the	DET
fis-3253	108	12	sensitivity	sensitivity	NOUN
fis-3253	108	13	between	between	ADP
fis-3253	108	14	the	the	DET
fis-3253	108	15	gtn	gtn	PROPN
fis-3253	108	16	parameters	parameter	NOUN
fis-3253	108	17	and	and	CCONJ
fis-3253	108	18	the	the	DET
fis-3253	108	19	initial	initial	ADJ
fis-3253	108	20	and	and	CCONJ
fis-3253	108	21	maximum	maximum	ADJ
fis-3253	108	22	load	load	NOUN
fis-3253	108	23	for	for	ADP
fis-3253	108	24	the	the	DET
fis-3253	108	25	specimen	speciman	NOUN
fis-3253	108	26	fracture	fracture	NOUN
fis-3253	108	27	.	.	PUNCT
fis-3253	109	1	thus	thus	ADV
fis-3253	109	2	,	,	PUNCT
fis-3253	109	3	in	in	ADP
fis-3253	109	4	our	our	PRON
fis-3253	109	5	study	study	NOUN
fis-3253	109	6	,	,	PUNCT
fis-3253	109	7	the	the	DET
fis-3253	109	8	80	80	NUM
fis-3253	109	9	%	%	NOUN
fis-3253	109	10	of	of	ADP
fis-3253	109	11	the	the	DET
fis-3253	109	12	data	datum	NOUN
fis-3253	109	13	provided	provide	VERB
fis-3253	109	14	in	in	ADP
fis-3253	109	15	tab	tab	NOUN
fis-3253	109	16	.	.	PUNCT
fis-3253	109	17	3	3	NUM
fis-3253	109	18	is	be	AUX
fis-3253	109	19	used	use	VERB
fis-3253	109	20	for	for	ADP
fis-3253	109	21	training	training	NOUN
fis-3253	109	22	and	and	CCONJ
fis-3253	109	23	20	20	NUM
fis-3253	109	24	%	%	NOUN
fis-3253	109	25	for	for	ADP
fis-3253	109	26	testing	testing	NOUN
fis-3253	109	27	and	and	CCONJ
fis-3253	109	28	validation	validation	NOUN
fis-3253	109	29	of	of	ADP
fis-3253	109	30	neural	neural	ADJ
fis-3253	109	31	networks	network	NOUN
fis-3253	109	32	for	for	ADP
fis-3253	109	33	the	the	DET
fis-3253	109	34	prediction	prediction	NOUN
fis-3253	109	35	of	of	ADP
fis-3253	109	36	initial	initial	ADJ
fis-3253	109	37	and	and	CCONJ
fis-3253	109	38	maximum	maximum	ADJ
fis-3253	109	39	load	load	NOUN
fis-3253	109	40	at	at	ADP
fis-3253	109	41	different	different	ADJ
fis-3253	109	42	temperatures	temperature	NOUN
fis-3253	109	43	.	.	PUNCT
fis-3253	110	1	in	in	ADP
fis-3253	110	2	matlab	matlab	PROPN
fis-3253	110	3	the	the	DET
fis-3253	110	4	desired	desire	VERB
fis-3253	110	5	inputs	input	NOUN
fis-3253	110	6	and	and	CCONJ
fis-3253	110	7	outputs	output	NOUN
fis-3253	110	8	or	or	CCONJ
fis-3253	110	9	targets	target	NOUN
fis-3253	110	10	are	be	AUX
fis-3253	110	11	imported	import	VERB
fis-3253	110	12	into	into	ADP
fis-3253	110	13	the	the	DET
fis-3253	110	14	workspace	workspace	NOUN
fis-3253	110	15	and	and	CCONJ
fis-3253	110	16	the	the	DET
fis-3253	110	17	network	network	NOUN
fis-3253	110	18	"	"	PUNCT
fis-3253	110	19	nntool	nntool	NOUN
fis-3253	110	20	"	"	PUNCT
fis-3253	110	21	is	be	AUX
fis-3253	110	22	created	create	VERB
fis-3253	110	23	using	use	VERB
fis-3253	110	24	inputs	input	NOUN
fis-3253	110	25	and	and	CCONJ
fis-3253	110	26	targets	target	NOUN
fis-3253	110	27	.	.	PUNCT
fis-3253	111	1	the	the	DET
fis-3253	111	2	ann	ann	PROPN
fis-3253	111	3	model	model	NOUN
fis-3253	111	4	has	have	VERB
fis-3253	111	5	a	a	DET
fis-3253	111	6	multi	multi	ADJ
fis-3253	111	7	-	-	ADJ
fis-3253	111	8	layered	layered	ADJ
fis-3253	111	9	structure	structure	NOUN
fis-3253	111	10	,	,	PUNCT
fis-3253	111	11	which	which	PRON
fis-3253	111	12	is	be	AUX
fis-3253	111	13	connected	connect	VERB
fis-3253	111	14	by	by	ADP
fis-3253	111	15	nodes	node	NOUN
fis-3253	111	16	with	with	ADP
fis-3253	111	17	three	three	NUM
fis-3253	111	18	main	main	ADJ
fis-3253	111	19	layers	layer	NOUN
fis-3253	111	20	,	,	PUNCT
fis-3253	111	21	namely	namely	ADV
fis-3253	111	22	the	the	DET
fis-3253	111	23	input	input	NOUN
fis-3253	111	24	layer	layer	NOUN
fis-3253	111	25	(	(	PUNCT
fis-3253	111	26	6	6	NUM
fis-3253	111	27	)	)	PUNCT
fis-3253	111	28	,	,	PUNCT
fis-3253	111	29	the	the	DET
fis-3253	111	30	hidden	hidden	ADJ
fis-3253	111	31	layer	layer	NOUN
fis-3253	111	32	(	(	PUNCT
fis-3253	111	33	s	s	X
fis-3253	111	34	)	)	PUNCT
fis-3253	111	35	(	(	PUNCT
fis-3253	111	36	12	12	NUM
fis-3253	111	37	neurons	neuron	NOUN
fis-3253	111	38	)	)	PUNCT
fis-3253	111	39	and	and	CCONJ
fis-3253	111	40	the	the	DET
fis-3253	111	41	output	output	NOUN
fis-3253	111	42	layer	layer	NOUN
fis-3253	111	43	(	(	PUNCT
fis-3253	111	44	2	2	NUM
fis-3253	111	45	neurons	neuron	NOUN
fis-3253	111	46	)	)	PUNCT
fis-3253	111	47	as	as	SCONJ
fis-3253	111	48	shown	show	VERB
fis-3253	111	49	in	in	ADP
fis-3253	111	50	fig	fig	NOUN
fis-3253	111	51	6	6	NUM
fis-3253	111	52	.	.	PUNCT
fis-3253	112	1	the	the	DET
fis-3253	112	2	mass	mass	ADJ
fis-3253	112	3	percentage	percentage	NOUN
fis-3253	112	4	values	value	NOUN
fis-3253	112	5	of	of	ADP
fis-3253	112	6	api	api	NOUN
fis-3253	112	7	x70	x70	NUM
fis-3253	112	8	steel	steel	NOUN
fis-3253	112	9	elements	element	NOUN
fis-3253	112	10	are	be	AUX
fis-3253	112	11	inputs	input	NOUN
fis-3253	112	12	:	:	PUNCT
fis-3253	112	13	q1	q1	PROPN
fis-3253	112	14	,	,	PUNCT
fis-3253	112	15	q2	q2	NOUN
fis-3253	112	16	,	,	PUNCT
fis-3253	112	17	,	,	PUNCT
fis-3253	112	18	fn	fn	NOUN
fis-3253	112	19	,	,	PUNCT
fis-3253	112	20	fc	fc	X
fis-3253	112	21	,	,	PUNCT
fis-3253	112	22	and	and	CCONJ
fis-3253	112	23	t(	t(	NUM
fis-3253	112	24	°	°	NOUN
fis-3253	112	25	c	c	NOUN
fis-3253	112	26	)	)	PUNCT
fis-3253	112	27	.	.	PUNCT
fis-3253	113	1	the	the	DET
fis-3253	113	2	output	output	NOUN
fis-3253	113	3	layer	layer	NOUN
fis-3253	113	4	represents	represent	VERB
fis-3253	113	5	the	the	DET
fis-3253	113	6	initial	initial	ADJ
fis-3253	113	7	and	and	CCONJ
fis-3253	113	8	maximum	maximum	ADJ
fis-3253	113	9	load	load	NOUN
fis-3253	113	10	values	value	NOUN
fis-3253	113	11	:	:	PUNCT
fis-3253	113	12	and	and	CCONJ
fis-3253	113	13	the	the	DET
fis-3253	113	14	obtained	obtain	VERB
fis-3253	113	15	results	result	NOUN
fis-3253	113	16	with	with	ADP
fis-3253	113	17	the	the	DET
fis-3253	113	18	regression	regression	NOUN
fis-3253	113	19	analysis	analysis	NOUN
fis-3253	113	20	(	(	PUNCT
fis-3253	113	21	see	see	VERB
fis-3253	113	22	fig	fig	NOUN
fis-3253	113	23	7(a	7(a	NUM
fis-3253	113	24	)	)	PUNCT
fis-3253	113	25	)	)	PUNCT
fis-3253	113	26	and	and	CCONJ
fis-3253	113	27	performance	performance	NOUN
fis-3253	113	28	analysis	analysis	NOUN
fis-3253	113	29	(	(	PUNCT
fis-3253	113	30	see	see	VERB
fis-3253	113	31	fig	fig	NOUN
fis-3253	113	32	7(b	7(b	NOUN
fis-3253	113	33	)	)	PUNCT
fis-3253	113	34	)	)	PUNCT
fis-3253	113	35	for	for	SCONJ
fis-3253	113	36	the	the	DET
fis-3253	113	37	prediction	prediction	NOUN
fis-3253	113	38	of	of	ADP
fis-3253	113	39	the	the	DET
fis-3253	113	40	initial	initial	ADJ
fis-3253	113	41	and	and	CCONJ
fis-3253	113	42	maximum	maximum	ADJ
fis-3253	113	43	load	load	NOUN
fis-3253	113	44	values	value	NOUN
fis-3253	113	45	in	in	ADP
fis-3253	113	46	impact	impact	NOUN
fis-3253	113	47	testing	testing	NOUN
fis-3253	113	48	at	at	ADP
fis-3253	113	49	different	different	ADJ
fis-3253	113	50	temperatures	temperature	NOUN
fis-3253	113	51	of	of	ADP
fis-3253	113	52	api	api	NOUN
fis-3253	113	53	x70	x70	NUM
fis-3253	113	54	steel	steel	NOUN
fis-3253	113	55	as	as	ADP
fis-3253	113	56	a	a	DET
fis-3253	113	57	function	function	NOUN
fis-3253	113	58	of	of	ADP
fis-3253	113	59	gtn	gtn	PROPN
fis-3253	113	60	model	model	NOUN
fis-3253	113	61	parameters	parameter	NOUN
fis-3253	113	62	are	be	AUX
fis-3253	113	63	provided	provide	VERB
fis-3253	113	64	using	use	VERB
fis-3253	113	65	ann	ann	PROPN
fis-3253	113	66	.	.	PUNCT
fis-3253	114	1	aregression	aregression	NOUN
fis-3253	114	2	analysis	analysis	NOUN
fis-3253	114	3	bperformance	bperformance	NOUN
fis-3253	114	4	analysis	analysis	NOUN
fis-3253	114	5	figure	figure	NOUN
fis-3253	114	6	7	7	NUM
fis-3253	114	7	:	:	PUNCT
fis-3253	114	8	the	the	DET
fis-3253	114	9	results	result	NOUN
fis-3253	114	10	obtained	obtain	VERB
fis-3253	114	11	for	for	ADP
fis-3253	114	12	the	the	DET
fis-3253	114	13	prediction	prediction	NOUN
fis-3253	114	14	of	of	ADP
fis-3253	114	15	initial	initial	ADJ
fis-3253	114	16	and	and	CCONJ
fis-3253	114	17	maximum	maximum	ADJ
fis-3253	114	18	load	load	NOUN
fis-3253	114	19	.	.	PUNCT
fis-3253	115	1	n	n	ADJ
fis-3253	115	2	initialf	initialf	PROPN
fis-3253	115	3	maximumf	maximumf	PROPN
fis-3253	115	4	a.	a.	PROPN
fis-3253	115	5	ouladbrahim	ouladbrahim	PROPN
fis-3253	115	6	et	et	PROPN
fis-3253	115	7	alii	alii	PROPN
fis-3253	115	8	,	,	PUNCT
fis-3253	115	9	frattura	frattura	PROPN
fis-3253	115	10	ed	ed	PROPN
fis-3253	115	11	integrità	integrità	PROPN
fis-3253	115	12	strutturale	strutturale	PROPN
fis-3253	115	13	,	,	PUNCT
fis-3253	115	14	58	58	NUM
fis-3253	115	15	(	(	PUNCT
fis-3253	115	16	2021	2021	NUM
fis-3253	115	17	)	)	PUNCT
fis-3253	115	18	442	442	NUM
fis-3253	115	19	-	-	SYM
fis-3253	115	20	452	452	NUM
fis-3253	115	21	;	;	PUNCT
fis-3253	115	22	doi	doi	NOUN
fis-3253	115	23	:	:	PUNCT
fis-3253	116	1	10.3221	10.3221	NUM
fis-3253	116	2	/	/	SYM
fis-3253	116	3	igf	igf	PROPN
fis-3253	116	4	-	-	PUNCT
fis-3253	116	5	esis.58.32	esis.58.32	PROPN
fis-3253	116	6	450	450	NUM
fis-3253	116	7	the	the	DET
fis-3253	116	8	test	test	NOUN
fis-3253	116	9	input	input	NOUN
fis-3253	116	10	is	be	AUX
fis-3253	116	11	considered	consider	VERB
fis-3253	116	12	(	(	PUNCT
fis-3253	116	13	gtn	gtn	PROPN
fis-3253	116	14	model	model	NOUN
fis-3253	116	15	parameters	parameter	NOUN
fis-3253	116	16	)	)	PUNCT
fis-3253	116	17	to	to	PART
fis-3253	116	18	predict	predict	VERB
fis-3253	116	19	different	different	ADJ
fis-3253	116	20	values	value	NOUN
fis-3253	116	21	of	of	ADP
fis-3253	116	22	load	load	NOUN
fis-3253	116	23	(	(	PUNCT
fis-3253	116	24	initial	initial	ADJ
fis-3253	116	25	and	and	CCONJ
fis-3253	116	26	maximum	maximum	ADJ
fis-3253	116	27	)	)	PUNCT
fis-3253	116	28	and	and	CCONJ
fis-3253	116	29	at	at	ADP
fis-3253	116	30	different	different	ADJ
fis-3253	116	31	temperatures	temperature	NOUN
fis-3253	116	32	.	.	PUNCT
fis-3253	117	1	the	the	DET
fis-3253	117	2	provided	provide	VERB
fis-3253	117	3	results	result	NOUN
fis-3253	117	4	are	be	AUX
fis-3253	117	5	plotted	plot	VERB
fis-3253	117	6	in	in	ADP
fis-3253	117	7	fig	fig	NOUN
fis-3253	117	8	.	.	PUNCT
fis-3253	118	1	8	8	NUM
fis-3253	118	2	and	and	CCONJ
fis-3253	118	3	9	9	NUM
fis-3253	118	4	.	.	X
fis-3253	118	5	figure	figure	NOUN
fis-3253	118	6	8	8	NUM
fis-3253	118	7	:	:	PUNCT
fis-3253	118	8	the	the	DET
fis-3253	118	9	initial	initial	ADJ
fis-3253	118	10	and	and	CCONJ
fis-3253	118	11	maximum	maximum	ADJ
fis-3253	118	12	load	load	NOUN
fis-3253	118	13	with	with	ADP
fis-3253	118	14	number	number	NOUN
fis-3253	118	15	of	of	ADP
fis-3253	118	16	parameters	parameter	NOUN
fis-3253	118	17	gtn	gtn	PROPN
fis-3253	118	18	model	model	NOUN
fis-3253	118	19	(	(	PUNCT
fis-3253	118	20	min	min	NOUN
fis-3253	118	21	and	and	CCONJ
fis-3253	118	22	max	max	PROPN
fis-3253	118	23	values	value	NOUN
fis-3253	118	24	)	)	PUNCT
fis-3253	118	25	.	.	PUNCT
fis-3253	119	1	figure	figure	VERB
fis-3253	119	2	9	9	NUM
fis-3253	119	3	:	:	PUNCT
fis-3253	119	4	the	the	DET
fis-3253	119	5	maximum	maximum	ADJ
fis-3253	119	6	load	load	NOUN
fis-3253	119	7	at	at	ADP
fis-3253	119	8	different	different	ADJ
fis-3253	119	9	temperatures	temperature	NOUN
fis-3253	119	10	and	and	CCONJ
fis-3253	119	11	max	max	PROPN
fis-3253	119	12	gtn	gtn	PROPN
fis-3253	119	13	parameters	parameter	NOUN
fis-3253	119	14	values	value	NOUN
fis-3253	119	15	of	of	ADP
fis-3253	119	16	impact	impact	NOUN
fis-3253	119	17	testing	testing	NOUN
fis-3253	119	18	.	.	PUNCT
fis-3253	120	1	conclusion	conclusion	NOUN
fis-3253	120	2	n	n	ADP
fis-3253	120	3	artificial	artificial	ADJ
fis-3253	120	4	neural	neural	ADJ
fis-3253	120	5	network	network	NOUN
fis-3253	120	6	model	model	NOUN
fis-3253	120	7	was	be	AUX
fis-3253	120	8	developed	develop	VERB
fis-3253	120	9	in	in	ADP
fis-3253	120	10	this	this	DET
fis-3253	120	11	work	work	NOUN
fis-3253	120	12	to	to	PART
fis-3253	120	13	predict	predict	VERB
fis-3253	120	14	the	the	DET
fis-3253	120	15	initial	initial	ADJ
fis-3253	120	16	and	and	CCONJ
fis-3253	120	17	maximum	maximum	ADJ
fis-3253	120	18	load	load	NOUN
fis-3253	120	19	and	and	CCONJ
fis-3253	120	20	analysis	analysis	NOUN
fis-3253	120	21	of	of	ADP
fis-3253	120	22	the	the	DET
fis-3253	120	23	gtn	gtn	PROPN
fis-3253	120	24	damage	damage	NOUN
fis-3253	120	25	parameters	parameter	NOUN
fis-3253	120	26	at	at	ADP
fis-3253	120	27	different	different	ADJ
fis-3253	120	28	temperatures	temperature	NOUN
fis-3253	120	29	for	for	ADP
fis-3253	120	30	dynamic	dynamic	ADJ
fis-3253	120	31	fracture	fracture	NOUN
fis-3253	120	32	propagation	propagation	NOUN
fis-3253	120	33	in	in	ADP
fis-3253	120	34	x70	x70	NUM
fis-3253	120	35	pipeline	pipeline	NOUN
fis-3253	120	36	steel	steel	NOUN
fis-3253	120	37	.	.	PUNCT
fis-3253	121	1	based	base	VERB
fis-3253	121	2	on	on	ADP
fis-3253	121	3	the	the	DET
fis-3253	121	4	data	datum	NOUN
fis-3253	121	5	obtained	obtain	VERB
fis-3253	121	6	,	,	PUNCT
fis-3253	121	7	the	the	DET
fis-3253	121	8	following	follow	VERB
fis-3253	121	9	conclusions	conclusion	NOUN
fis-3253	121	10	can	can	AUX
fis-3253	121	11	be	be	AUX
fis-3253	121	12	drawn	draw	VERB
fis-3253	121	13	:	:	PUNCT
fis-3253	121	14	•	•	ADP
fis-3253	121	15	the	the	DET
fis-3253	121	16	calibration	calibration	NOUN
fis-3253	121	17	of	of	ADP
fis-3253	121	18	certain	certain	ADJ
fis-3253	121	19	parameters	parameter	NOUN
fis-3253	121	20	requires	require	VERB
fis-3253	121	21	data	datum	NOUN
fis-3253	121	22	and	and	CCONJ
fis-3253	121	23	experimental	experimental	ADJ
fis-3253	121	24	tests	test	NOUN
fis-3253	121	25	and	and	CCONJ
fis-3253	121	26	therefore	therefore	ADV
fis-3253	121	27	the	the	DET
fis-3253	121	28	result	result	NOUN
fis-3253	121	29	of	of	ADP
fis-3253	121	30	this	this	DET
fis-3253	121	31	calibration	calibration	NOUN
fis-3253	121	32	depends	depend	VERB
fis-3253	121	33	on	on	ADP
fis-3253	121	34	the	the	DET
fis-3253	121	35	latter	latter	ADJ
fis-3253	121	36	which	which	PRON
fis-3253	121	37	varies	vary	VERB
fis-3253	121	38	according	accord	VERB
fis-3253	121	39	to	to	ADP
fis-3253	121	40	the	the	DET
fis-3253	121	41	condition	condition	NOUN
fis-3253	121	42	of	of	ADP
fis-3253	121	43	the	the	DET
fis-3253	121	44	tests	test	NOUN
fis-3253	121	45	.	.	PUNCT
fis-3253	122	1	so	so	ADV
fis-3253	122	2	in	in	ADP
fis-3253	122	3	this	this	DET
fis-3253	122	4	work	work	NOUN
fis-3253	122	5	we	we	PRON
fis-3253	122	6	try	try	VERB
fis-3253	122	7	to	to	PART
fis-3253	122	8	predict	predict	VERB
fis-3253	122	9	and	and	CCONJ
fis-3253	122	10	analyze	analyze	VERB
fis-3253	122	11	the	the	DET
fis-3253	122	12	influences	influence	NOUN
fis-3253	122	13	of	of	ADP
fis-3253	122	14	number	number	NOUN
fis-3253	122	15	gtn	gtn	PROPN
fis-3253	122	16	parameters	parameter	NOUN
fis-3253	122	17	on	on	ADP
fis-3253	122	18	the	the	DET
fis-3253	122	19	initial	initial	ADJ
fis-3253	122	20	and	and	CCONJ
fis-3253	122	21	maximum	maximum	ADJ
fis-3253	122	22	load	load	NOUN
fis-3253	122	23	and	and	CCONJ
fis-3253	122	24	in	in	ADP
fis-3253	122	25	a	a	DET
fis-3253	122	26	temperature	temperature	NOUN
fis-3253	122	27	range	range	NOUN
fis-3253	122	28	in	in	ADP
fis-3253	122	29	the	the	DET
fis-3253	122	30	charpy	charpy	ADJ
fis-3253	122	31	impact	impact	NOUN
fis-3253	122	32	test	test	NOUN
fis-3253	122	33	using	use	VERB
fis-3253	122	34	modelization	modelization	NOUN
fis-3253	122	35	of	of	ADP
fis-3253	122	36	neural	neural	ADJ
fis-3253	122	37	network	network	NOUN
fis-3253	122	38	which	which	PRON
fis-3253	122	39	gives	give	VERB
fis-3253	122	40	better	well	ADJ
fis-3253	122	41	results	result	NOUN
fis-3253	122	42	and	and	CCONJ
fis-3253	122	43	makes	make	VERB
fis-3253	122	44	it	it	PRON
fis-3253	122	45	possible	possible	ADJ
fis-3253	122	46	to	to	PART
fis-3253	122	47	minimize	minimize	VERB
fis-3253	122	48	the	the	DET
fis-3253	122	49	number	number	NOUN
fis-3253	122	50	of	of	ADP
fis-3253	122	51	simulations	simulation	NOUN
fis-3253	122	52	.	.	PUNCT
fis-3253	123	1	•	•	NUM
fis-3253	123	2	from	from	ADP
fis-3253	123	3	the	the	DET
fis-3253	123	4	results	result	NOUN
fis-3253	123	5	,	,	PUNCT
fis-3253	123	6	we	we	PRON
fis-3253	123	7	can	can	AUX
fis-3253	123	8	say	say	VERB
fis-3253	123	9	that	that	SCONJ
fis-3253	123	10	each	each	DET
fis-3253	123	11	gtn	gtn	PROPN
fis-3253	123	12	model	model	PROPN
fis-3253	123	13	parameter	parameter	PROPN
fis-3253	123	14	influences	influence	VERB
fis-3253	123	15	the	the	DET
fis-3253	123	16	final	final	ADJ
fis-3253	123	17	results	result	NOUN
fis-3253	123	18	by	by	ADP
fis-3253	123	19	different	different	ADJ
fis-3253	123	20	percent	percent	NOUN
fis-3253	123	21	and	and	CCONJ
fis-3253	123	22	this	this	PRON
fis-3253	123	23	allows	allow	VERB
fis-3253	123	24	taking	take	VERB
fis-3253	123	25	the	the	DET
fis-3253	123	26	sensitivity	sensitivity	NOUN
fis-3253	123	27	of	of	ADP
fis-3253	123	28	the	the	DET
fis-3253	123	29	parameters	parameter	NOUN
fis-3253	123	30	in	in	ADP
fis-3253	123	31	consideration	consideration	NOUN
fis-3253	123	32	in	in	ADP
fis-3253	123	33	the	the	DET
fis-3253	123	34	calibration	calibration	NOUN
fis-3253	123	35	part	part	NOUN
fis-3253	123	36	.	.	PUNCT
fis-3253	124	1	•	•	NUM
fis-3253	124	2	use	use	NOUN
fis-3253	124	3	of	of	ADP
fis-3253	124	4	the	the	DET
fis-3253	124	5	damage	damage	NOUN
fis-3253	124	6	model	model	NOUN
fis-3253	124	7	exists	exist	VERB
fis-3253	124	8	in	in	ADP
fis-3253	124	9	many	many	ADJ
fis-3253	124	10	studies	study	NOUN
fis-3253	124	11	and	and	CCONJ
fis-3253	124	12	researches	research	NOUN
fis-3253	124	13	but	but	CCONJ
fis-3253	124	14	the	the	DET
fis-3253	124	15	values	value	NOUN
fis-3253	124	16	of	of	ADP
fis-3253	124	17	the	the	DET
fis-3253	124	18	gtn	gtn	PROPN
fis-3253	124	19	parameters	parameter	NOUN
fis-3253	124	20	in	in	ADP
fis-3253	124	21	the	the	DET
fis-3253	124	22	calibration	calibration	NOUN
fis-3253	124	23	of	of	ADP
fis-3253	124	24	the	the	DET
fis-3253	124	25	models	model	NOUN
fis-3253	124	26	are	be	AUX
fis-3253	124	27	not	not	PART
fis-3253	124	28	fixed	fix	VERB
fis-3253	124	29	and	and	CCONJ
fis-3253	124	30	equal	equal	ADJ
fis-3253	124	31	in	in	ADP
fis-3253	124	32	them	they	PRON
fis-3253	124	33	so	so	ADV
fis-3253	124	34	our	our	PRON
fis-3253	124	35	study	study	NOUN
fis-3253	124	36	goes	go	VERB
fis-3253	124	37	through	through	ADP
fis-3253	124	38	the	the	DET
fis-3253	124	39	study	study	NOUN
fis-3253	124	40	of	of	ADP
fis-3253	124	41	the	the	DET
fis-3253	124	42	sensitivity	sensitivity	NOUN
fis-3253	124	43	of	of	ADP
fis-3253	124	44	a	a	DET
fis-3253	124	45	a.	a.	NOUN
fis-3253	124	46	ouladbrahim	ouladbrahim	NOUN
fis-3253	124	47	et	et	PROPN
fis-3253	124	48	alii	alii	PROPN
fis-3253	124	49	,	,	PUNCT
fis-3253	124	50	frattura	frattura	PROPN
fis-3253	124	51	ed	ed	PROPN
fis-3253	124	52	integrità	integrità	PROPN
fis-3253	124	53	strutturale	strutturale	PROPN
fis-3253	124	54	,	,	PUNCT
fis-3253	124	55	58	58	NUM
fis-3253	124	56	(	(	PUNCT
fis-3253	124	57	2021	2021	NUM
fis-3253	124	58	)	)	PUNCT
fis-3253	124	59	442	442	NUM
fis-3253	124	60	-	-	SYM
fis-3253	124	61	452	452	NUM
fis-3253	124	62	;	;	PUNCT
fis-3253	124	63	doi	doi	NOUN
fis-3253	124	64	:	:	PUNCT
fis-3253	124	65	10.3221	10.3221	NUM
fis-3253	124	66	/	/	SYM
fis-3253	124	67	igf	igf	PROPN
fis-3253	124	68	-	-	PUNCT
fis-3253	124	69	esis.58.32	esis.58.32	PROPN
fis-3253	124	70	451	451	NUM
fis-3253	124	71	the	the	DET
fis-3253	124	72	initial	initial	ADJ
fis-3253	124	73	and	and	CCONJ
fis-3253	124	74	maximum	maximum	ADJ
fis-3253	124	75	load	load	NOUN
fis-3253	124	76	in	in	ADP
fis-3253	124	77	the	the	DET
fis-3253	124	78	test	test	NOUN
fis-3253	124	79	of	of	ADP
fis-3253	124	80	the	the	DET
fis-3253	124	81	impact	impact	NOUN
fis-3253	124	82	according	accord	VERB
fis-3253	124	83	to	to	ADP
fis-3253	124	84	the	the	DET
fis-3253	124	85	changes	change	NOUN
fis-3253	124	86	of	of	ADP
fis-3253	124	87	the	the	DET
fis-3253	124	88	values	value	NOUN
fis-3253	124	89	of	of	ADP
fis-3253	124	90	the	the	DET
fis-3253	124	91	parameters	parameter	NOUN
fis-3253	124	92	of	of	ADP
fis-3253	124	93	the	the	DET
fis-3253	124	94	model	model	NOUN
fis-3253	124	95	gtn	gtn	PROPN
fis-3253	124	96	and	and	CCONJ
fis-3253	124	97	in	in	ADP
fis-3253	124	98	a	a	DET
fis-3253	124	99	limited	limited	ADJ
fis-3253	124	100	temperature	temperature	NOUN
fis-3253	124	101	interval	interval	NOUN
fis-3253	124	102	.	.	PUNCT
fis-3253	125	1	•	•	NUM
fis-3253	125	2	the	the	DET
fis-3253	125	3	developed	develop	VERB
fis-3253	125	4	model	model	NOUN
fis-3253	125	5	has	have	VERB
fis-3253	125	6	a	a	DET
fis-3253	125	7	great	great	ADJ
fis-3253	125	8	capacity	capacity	NOUN
fis-3253	125	9	to	to	PART
fis-3253	125	10	make	make	VERB
fis-3253	125	11	the	the	DET
fis-3253	125	12	prediction	prediction	NOUN
fis-3253	125	13	of	of	ADP
fis-3253	125	14	the	the	DET
fis-3253	125	15	results	result	NOUN
fis-3253	125	16	before	before	ADP
fis-3253	125	17	making	make	VERB
fis-3253	125	18	calibration	calibration	NOUN
fis-3253	125	19	and	and	CCONJ
fis-3253	125	20	determines	determine	VERB
fis-3253	125	21	the	the	DET
fis-3253	125	22	variation	variation	NOUN
fis-3253	125	23	between	between	ADP
fis-3253	125	24	different	different	ADJ
fis-3253	125	25	parameters	parameter	NOUN
fis-3253	125	26	by	by	ADP
fis-3253	125	27	the	the	DET
fis-3253	125	28	simulation	simulation	NOUN
fis-3253	125	29	according	accord	VERB
fis-3253	125	30	to	to	ADP
fis-3253	125	31	the	the	DET
fis-3253	125	32	mechanical	mechanical	ADJ
fis-3253	125	33	properties	property	NOUN
fis-3253	125	34	of	of	ADP
fis-3253	125	35	x70	x70	NUM
fis-3253	125	36	steel	steel	NOUN
fis-3253	125	37	.	.	PUNCT
fis-3253	126	1	acknowledgement	acknowledgement	NOUN
fis-3253	126	2	he	he	PRON
fis-3253	126	3	third	third	ADJ
fis-3253	126	4	author	author	NOUN
fis-3253	126	5	,	,	PUNCT
fis-3253	126	6	samir	samir	PROPN
fis-3253	126	7	khatir	khatir	PROPN
fis-3253	126	8	,	,	PUNCT
fis-3253	126	9	acknowledges	acknowledge	VERB
fis-3253	126	10	the	the	DET
fis-3253	126	11	funding	funding	NOUN
fis-3253	126	12	of	of	ADP
fis-3253	126	13	the	the	DET
fis-3253	126	14	postdoctoral	postdoctoral	ADJ
fis-3253	126	15	fellowship	fellowship	NOUN
fis-3253	126	16	bof20	bof20	NOUN
fis-3253	126	17	/	/	SYM
fis-3253	126	18	pdo/045	pdo/045	ADJ
fis-3253	126	19	provided	provide	VERB
fis-3253	126	20	by	by	ADP
fis-3253	126	21	bijzonder	bijzonder	NOUN
fis-3253	126	22	onderzoeksfonds	onderzoeksfond	NOUN
fis-3253	126	23	(	(	PUNCT
fis-3253	126	24	bof	bof	NOUN
fis-3253	126	25	)	)	PUNCT
fis-3253	126	26	,	,	PUNCT
fis-3253	126	27	ghent	ghent	PROPN
fis-3253	126	28	university	university	PROPN
fis-3253	126	29	.	.	PUNCT
fis-3253	127	1	references	reference	NOUN
fis-3253	127	2	[	[	X
fis-3253	127	3	1	1	NUM
fis-3253	127	4	]	]	X
fis-3253	127	5	mitchell	mitchell	PROPN
fis-3253	127	6	,	,	PUNCT
fis-3253	127	7	e.b	e.b	PROPN
fis-3253	127	8	.	.	PROPN
fis-3253	127	9	,	,	PUNCT
fis-3253	127	10	lucon	lucon	PROPN
fis-3253	127	11	,	,	PUNCT
fis-3253	127	12	e.	e.	PROPN
fis-3253	127	13	,	,	PUNCT
fis-3253	127	14	collins	collins	PROPN
fis-3253	127	15	,	,	PUNCT
fis-3253	127	16	l.e	l.e	PROPN
fis-3253	127	17	.	.	PROPN
fis-3253	127	18	,	,	PUNCT
fis-3253	127	19	clarke	clarke	PROPN
fis-3253	127	20	,	,	PUNCT
fis-3253	127	21	a.j	a.j	PROPN
fis-3253	127	22	.	.	PROPN
fis-3253	127	23	,	,	PUNCT
fis-3253	127	24	clarke	clarke	PROPN
fis-3253	127	25	,	,	PUNCT
fis-3253	127	26	k.d	k.d	PROPN
fis-3253	127	27	.	.	PROPN
fis-3253	127	28	(	(	PUNCT
fis-3253	127	29	2021	2021	NUM
fis-3253	127	30	)	)	PUNCT
fis-3253	127	31	.	.	PUNCT
fis-3253	128	1	microstructure	microstructure	NOUN
fis-3253	128	2	and	and	CCONJ
fis-3253	128	3	thickness	thickness	NOUN
fis-3253	128	4	effects	effect	NOUN
fis-3253	128	5	on	on	ADP
fis-3253	128	6	impact	impact	NOUN
fis-3253	128	7	behavior	behavior	NOUN
fis-3253	128	8	and	and	CCONJ
fis-3253	128	9	separation	separation	NOUN
fis-3253	128	10	formation	formation	NOUN
fis-3253	128	11	in	in	ADP
fis-3253	128	12	x70	x70	NUM
fis-3253	128	13	pipeline	pipeline	NOUN
fis-3253	128	14	steel	steel	NOUN
fis-3253	128	15	,	,	PUNCT
fis-3253	128	16	jom	jom	PROPN
fis-3253	128	17	,	,	PUNCT
fis-3253	128	18	73(6	73(6	PROPN
fis-3253	128	19	)	)	PUNCT
fis-3253	128	20	,	,	PUNCT
fis-3253	128	21	pp	pp	PROPN
fis-3253	128	22	.	.	PUNCT
fis-3253	129	1	1966–1977	1966–1977	NUM
fis-3253	129	2	,	,	PUNCT
fis-3253	129	3	doi	doi	NOUN
fis-3253	129	4	:	:	PUNCT
fis-3253	129	5	10.1007	10.1007	NUM
fis-3253	129	6	/	/	SYM
fis-3253	129	7	s11837	s11837	PROPN
fis-3253	129	8	-	-	PUNCT
fis-3253	129	9	021	021	NUM
fis-3253	129	10	-	-	PUNCT
fis-3253	129	11	04562	04562	NUM
fis-3253	129	12	-	-	SYM
fis-3253	129	13	9	9	NUM
fis-3253	129	14	.	.	PUNCT
fis-3253	130	1	[	[	X
fis-3253	130	2	2	2	NUM
fis-3253	130	3	]	]	PUNCT
fis-3253	130	4	skalny	skalny	NOUN
fis-3253	130	5	,	,	PUNCT
fis-3253	130	6	p.	p.	NOUN
fis-3253	130	7	(	(	PUNCT
fis-3253	130	8	2016	2016	NUM
fis-3253	130	9	)	)	PUNCT
fis-3253	130	10	.	.	PUNCT
fis-3253	131	1	evaluation	evaluation	NOUN
fis-3253	131	2	and	and	CCONJ
fis-3253	131	3	identifying	identify	VERB
fis-3253	131	4	the	the	DET
fis-3253	131	5	ductile	ductile	NOUN
fis-3253	131	6	fracture	fracture	NOUN
fis-3253	131	7	area	area	NOUN
fis-3253	131	8	of	of	ADP
fis-3253	131	9	x70	x70	NUM
fis-3253	131	10	steel	steel	NOUN
fis-3253	131	11	from	from	ADP
fis-3253	131	12	dwtt	dwtt	PROPN
fis-3253	131	13	broken	break	VERB
fis-3253	131	14	specimens	specimen	NOUN
fis-3253	131	15	,	,	PUNCT
fis-3253	131	16	procedia	procedia	NOUN
fis-3253	131	17	struct	struct	NOUN
fis-3253	131	18	.	.	PUNCT
fis-3253	132	1	integr	integr	PROPN
fis-3253	132	2	.	.	PROPN
fis-3253	132	3	,	,	PUNCT
fis-3253	132	4	2	2	NUM
fis-3253	132	5	,	,	PUNCT
fis-3253	132	6	pp	pp	ADJ
fis-3253	132	7	.	.	PUNCT
fis-3253	133	1	3727–3734	3727–3734	NUM
fis-3253	133	2	,	,	PUNCT
fis-3253	133	3	doi	doi	NOUN
fis-3253	133	4	:	:	PUNCT
fis-3253	133	5	10.1016	10.1016	NUM
fis-3253	133	6	/	/	SYM
fis-3253	133	7	j.prostr.2016.06.463	j.prostr.2016.06.463	PROPN
fis-3253	133	8	.	.	PUNCT
fis-3253	134	1	[	[	X
fis-3253	134	2	3	3	NUM
fis-3253	134	3	]	]	X
fis-3253	134	4	simha	simha	NOUN
fis-3253	134	5	,	,	PUNCT
fis-3253	134	6	c.h.m	c.h.m	NOUN
fis-3253	134	7	.	.	PROPN
fis-3253	134	8	,	,	PUNCT
fis-3253	134	9	xu	xu	PROPN
fis-3253	134	10	,	,	PUNCT
fis-3253	134	11	s.	s.	PROPN
fis-3253	134	12	,	,	PUNCT
fis-3253	134	13	tyson	tyson	PROPN
fis-3253	134	14	,	,	PUNCT
fis-3253	134	15	w.r	w.r	PROPN
fis-3253	134	16	.	.	PROPN
fis-3253	134	17	(	(	PUNCT
fis-3253	134	18	2015	2015	NUM
fis-3253	134	19	)	)	PUNCT
fis-3253	134	20	.	.	PUNCT
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fis-3253	135	2	modeling	modeling	NOUN
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fis-3253	135	4	the	the	DET
fis-3253	135	5	drop	drop	NOUN
fis-3253	135	6	-	-	PUNCT
fis-3253	135	7	weight	weight	NOUN
fis-3253	135	8	tear	tear	NOUN
fis-3253	135	9	test	test	NOUN
fis-3253	135	10	:	:	PUNCT
fis-3253	135	11	a	a	DET
fis-3253	135	12	comparison	comparison	NOUN
fis-3253	135	13	of	of	ADP
fis-3253	135	14	two	two	NUM
fis-3253	135	15	failure	failure	NOUN
fis-3253	135	16	modeling	modeling	NOUN
fis-3253	135	17	approaches	approach	NOUN
fis-3253	135	18	,	,	PUNCT
fis-3253	135	19	eng	eng	PROPN
fis-3253	135	20	.	.	PROPN
fis-3253	135	21	fract	fract	PROPN
fis-3253	135	22	.	.	PUNCT
fis-3253	136	1	mech	mech	PROPN
fis-3253	136	2	.	.	PUNCT
fis-3253	136	3	,	,	PUNCT
fis-3253	136	4	148	148	NUM
fis-3253	136	5	,	,	PUNCT
fis-3253	136	6	pp	pp	ADJ
fis-3253	136	7	.	.	PUNCT
fis-3253	137	1	304–323	304–323	NUM
fis-3253	137	2	,	,	PUNCT
fis-3253	137	3	doi	doi	NOUN
fis-3253	137	4	:	:	PUNCT
fis-3253	137	5	10.1016	10.1016	NUM
fis-3253	137	6	/	/	SYM
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fis-3253	138	2	4	4	NUM
fis-3253	138	3	]	]	PUNCT
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fis-3253	138	5	,	,	PUNCT
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fis-3253	138	7	,	,	PUNCT
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fis-3253	138	9	,	,	PUNCT
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fis-3253	138	11	.	.	PROPN
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fis-3253	138	14	,	,	PUNCT
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fis-3253	138	18	)	)	PUNCT
fis-3253	138	19	.	.	PUNCT
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fis-3253	139	2	of	of	ADP
fis-3253	139	3	heat	heat	NOUN
fis-3253	139	4	input	input	NOUN
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fis-3253	139	6	microstructure	microstructure	ADJ
fis-3253	139	7	and	and	CCONJ
fis-3253	139	8	mechanical	mechanical	ADJ
fis-3253	139	9	properties	property	NOUN
fis-3253	139	10	of	of	ADP
fis-3253	139	11	dissimilar	dissimilar	ADJ
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fis-3253	139	13	of	of	ADP
fis-3253	139	14	aisi	aisi	PROPN
fis-3253	139	15	316l	316l	PROPN
fis-3253	139	16	steel	steel	PROPN
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fis-3253	139	21	-	-	PUNCT
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fis-3253	139	23	low	low	ADJ
fis-3253	139	24	-	-	PUNCT
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fis-3253	139	26	steel	steel	NOUN
fis-3253	139	27	,	,	PUNCT
fis-3253	139	28	j.	j.	PROPN
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fis-3253	140	5	)	)	PUNCT
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fis-3253	142	2	,	,	PUNCT
fis-3253	142	3	doi	doi	NOUN
fis-3253	142	4	:	:	PUNCT
fis-3253	142	5	10.1016	10.1016	NUM
fis-3253	142	6	/	/	SYM
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fis-3253	142	8	-	-	PUNCT
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fis-3253	142	10	-	-	PUNCT
fis-3253	142	11	4	4	NUM
fis-3253	142	12	.	.	PUNCT
fis-3253	143	1	[	[	X
fis-3253	143	2	5	5	NUM
fis-3253	143	3	]	]	PUNCT
fis-3253	143	4	cao	cao	PROPN
fis-3253	143	5	,	,	PUNCT
fis-3253	143	6	y.	y.	PROPN
fis-3253	143	7	,	,	PUNCT
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fis-3253	143	9	,	,	PUNCT
fis-3253	143	10	y.	y.	PROPN
fis-3253	143	11	,	,	PUNCT
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fis-3253	143	13	,	,	PUNCT
fis-3253	143	14	m.	m.	NOUN
fis-3253	143	15	,	,	PUNCT
fis-3253	143	16	yi	yi	PROPN
fis-3253	143	17	,	,	PUNCT
fis-3253	143	18	h.	h.	PROPN
fis-3253	143	19	,	,	PUNCT
fis-3253	143	20	li	li	PROPN
fis-3253	143	21	,	,	PUNCT
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fis-3253	143	23	,	,	PUNCT
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fis-3253	143	29	)	)	PUNCT
fis-3253	143	30	.	.	PUNCT
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fis-3253	144	12	test	test	NOUN
fis-3253	144	13	performance	performance	NOUN
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fis-3253	144	15	x80	x80	PROPN
fis-3253	144	16	pipeline	pipeline	PROPN
fis-3253	144	17	steel	steel	PROPN
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fis-3253	144	19	int	int	PROPN
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fis-3253	145	1	j.	j.	PROPN
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fis-3253	146	3	,	,	PUNCT
fis-3253	146	4	179(august	179(august	NUM
fis-3253	146	5	2019	2019	NUM
fis-3253	146	6	)	)	PUNCT
fis-3253	146	7	,	,	PUNCT
fis-3253	146	8	doi	doi	NOUN
fis-3253	146	9	:	:	PUNCT
fis-3253	146	10	10.1016	10.1016	NUM
fis-3253	146	11	/	/	SYM
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fis-3253	147	3	]	]	SYM
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fis-3253	147	18	u.	u.	NOUN
fis-3253	147	19	(	(	PUNCT
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fis-3253	147	21	)	)	PUNCT
fis-3253	147	22	.	.	PUNCT
fis-3253	148	1	modeling	modeling	NOUN
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fis-3253	148	12	using	use	VERB
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fis-3253	148	14	,	,	PUNCT
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fis-3253	150	2	.	.	PUNCT
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fis-3253	151	2	.	.	PUNCT
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fis-3253	154	3	)	)	PUNCT
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fis-3253	164	11	.	.	PUNCT
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fis-3253	184	13	mechanical	mechanical	ADJ
fis-3253	184	14	properties	property	NOUN
fis-3253	184	15	of	of	ADP
fis-3253	184	16	api	api	NOUN
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fis-3253	184	18	x70q	x70q	PROPN
fis-3253	184	19	weld	weld	PROPN
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fis-3253	184	22	weld	weld	NOUN
fis-3253	184	23	.	.	PUNCT
fis-3253	185	1	int	int	NOUN
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fis-3253	185	3	,	,	PUNCT
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fis-3253	185	5	)	)	PUNCT
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fis-3253	186	2	,	,	PUNCT
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fis-3253	187	7	,	,	PUNCT
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fis-3253	187	11	,	,	PUNCT
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fis-3253	187	18	.	.	PUNCT
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fis-3253	188	7	-	-	PUNCT
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fis-3253	188	16	artificial	artificial	ADJ
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fis-3253	188	19	,	,	PUNCT
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fis-3253	188	23	.	.	PUNCT
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fis-3253	189	2	.	.	PROPN
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fis-3253	189	7	)	)	PUNCT
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fis-3253	190	2	.	.	PUNCT
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fis-3253	191	2	,	,	PUNCT
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fis-3253	191	6	-	-	SYM
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fis-3253	191	8	.	.	PUNCT
fis-3253	192	1	[	[	X
fis-3253	192	2	15	15	NUM
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fis-3253	192	5	,	,	PUNCT
fis-3253	192	6	h.	h.	PROPN
fis-3253	192	7	,	,	PUNCT
fis-3253	192	8	arabi	arabi	PROPN
fis-3253	192	9	,	,	PUNCT
fis-3253	192	10	h.	h.	PROPN
fis-3253	192	11	,	,	PUNCT
fis-3253	192	12	seyedein	seyedein	PROPN
fis-3253	192	13	,	,	PUNCT
fis-3253	192	14	s.h	s.h	PROPN
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fis-3253	193	8	-	-	PUNCT
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fis-3253	193	26	-	-	SYM
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fis-3253	193	46	,	,	PUNCT
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fis-3253	193	48	.	.	PUNCT
fis-3253	194	1	j.	j.	PROPN
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fis-3253	196	3	,	,	PUNCT
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fis-3253	196	5	,	,	PUNCT
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fis-3253	196	7	.	.	PUNCT
fis-3253	197	1	104261	104261	NUM
fis-3253	197	2	,	,	PUNCT
fis-3253	197	3	doi	doi	NOUN
fis-3253	197	4	:	:	PUNCT
fis-3253	197	5	10.1016	10.1016	NUM
fis-3253	197	6	/	/	SYM
fis-3253	197	7	j.ijpvp.2020.104261	j.ijpvp.2020.104261	NOUN
fis-3253	197	8	.	.	PUNCT
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fis-3253	198	2	16	16	NUM
fis-3253	198	3	]	]	X
fis-3253	198	4	ouladbrahim	ouladbrahim	PROPN
fis-3253	198	5	,	,	PUNCT
fis-3253	198	6	a.	a.	NOUN
fis-3253	198	7	,	,	PUNCT
fis-3253	198	8	belaidi	belaidi	NOUN
fis-3253	198	9	,	,	PUNCT
fis-3253	198	10	i.	i.	PROPN
fis-3253	198	11	,	,	PUNCT
fis-3253	198	12	khatir	khatir	PROPN
fis-3253	198	13	,	,	PUNCT
fis-3253	198	14	s.	s.	PROPN
fis-3253	198	15	,	,	PUNCT
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fis-3253	198	17	,	,	PUNCT
fis-3253	198	18	e.	e.	PROPN
fis-3253	198	19	,	,	PUNCT
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fis-3253	198	21	,	,	PUNCT
fis-3253	198	22	r.	r.	PROPN
fis-3253	198	23	,	,	PUNCT
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fis-3253	198	25	,	,	PUNCT
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fis-3253	198	30	)	)	PUNCT
fis-3253	198	31	.	.	PUNCT
fis-3253	199	1	prediction	prediction	NOUN
fis-3253	199	2	of	of	ADP
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fis-3253	199	4	damage	damage	NOUN
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fis-3253	201	2	.	.	PUNCT
fis-3253	202	1	,	,	PUNCT
fis-3253	202	2	doi	doi	NOUN
fis-3253	202	3	:	:	PUNCT
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fis-3253	202	5	/	/	SYM
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fis-3253	202	7	-	-	PUNCT
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fis-3253	202	9	-	-	PUNCT
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fis-3253	202	11	-	-	SYM
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