id	sid	tid	token	lemma	pos
fis-3605	1	1	microsoft	microsoft	PROPN
fis-3605	1	2	word	word	NOUN
fis-3605	1	3	numero_62_art_34_3605.docx	numero_62_art_34_3605.docx	VERB
fis-3605	1	4	d.	d.	PROPN
fis-3605	1	5	milone	milone	PROPN
fis-3605	1	6	et	et	PROPN
fis-3605	1	7	alii	alii	PROPN
fis-3605	1	8	,	,	PUNCT
fis-3605	1	9	frattura	frattura	PROPN
fis-3605	1	10	ed	ed	PROPN
fis-3605	1	11	integrità	integrità	PROPN
fis-3605	1	12	strutturale	strutturale	PROPN
fis-3605	1	13	,	,	PUNCT
fis-3605	1	14	62	62	NUM
fis-3605	1	15	(	(	PUNCT
fis-3605	1	16	2022	2022	NUM
fis-3605	1	17	)	)	PUNCT
fis-3605	1	18	505	505	NUM
fis-3605	1	19	-	-	SYM
fis-3605	1	20	515	515	NUM
fis-3605	1	21	;	;	PUNCT
fis-3605	1	22	doi	doi	NOUN
fis-3605	1	23	:	:	PUNCT
fis-3605	1	24	10.3221	10.3221	NUM
fis-3605	1	25	/	/	SYM
fis-3605	1	26	igf	igf	PROPN
fis-3605	1	27	-	-	PUNCT
fis-3605	1	28	esis.62.34	esis.62.34	NOUN
fis-3605	1	29	505	505	NUM
fis-3605	1	30	deep	deep	ADJ
fis-3605	1	31	learning	learning	NOUN
fis-3605	1	32	algorithm	algorithm	NOUN
fis-3605	1	33	for	for	ADP
fis-3605	1	34	the	the	DET
fis-3605	1	35	assessment	assessment	NOUN
fis-3605	1	36	of	of	ADP
fis-3605	1	37	the	the	DET
fis-3605	1	38	first	first	ADJ
fis-3605	1	39	damage	damage	NOUN
fis-3605	1	40	initiation	initiation	NOUN
fis-3605	1	41	monitoring	monitor	VERB
fis-3605	1	42	the	the	DET
fis-3605	1	43	energy	energy	NOUN
fis-3605	1	44	release	release	NOUN
fis-3605	1	45	of	of	ADP
fis-3605	1	46	materials	material	NOUN
fis-3605	1	47	dario	dario	NOUN
fis-3605	1	48	santonocito	santonocito	PROPN
fis-3605	1	49	,	,	PUNCT
fis-3605	1	50	dario	dario	PROPN
fis-3605	1	51	milone	milone	PROPN
fis-3605	1	52	university	university	PROPN
fis-3605	1	53	of	of	ADP
fis-3605	1	54	messina	messina	PROPN
fis-3605	1	55	,	,	PUNCT
fis-3605	1	56	italy	italy	PROPN
fis-3605	1	57	dsantonocito@unime.it	dsantonocito@unime.it	PROPN
fis-3605	1	58	,	,	PUNCT
fis-3605	1	59	http://orcid.org/0000-0002-9709-9638	http://orcid.org/0000-0002-9709-9638	PROPN
fis-3605	1	60	dmilone@unime.it	dmilone@unime.it	PROPN
fis-3605	1	61	,	,	PUNCT
fis-3605	1	62	http://orcid.org/0000-0001-8140-7571	http://orcid.org/0000-0001-8140-7571	PROPN
fis-3605	1	63	abstract	abstract	ADJ
fis-3605	1	64	.	.	PUNCT
fis-3605	2	1	monitoring	monitor	VERB
fis-3605	2	2	the	the	DET
fis-3605	2	3	energy	energy	NOUN
fis-3605	2	4	release	release	NOUN
fis-3605	2	5	during	during	ADP
fis-3605	2	6	fatigue	fatigue	NOUN
fis-3605	2	7	tests	test	NOUN
fis-3605	2	8	of	of	ADP
fis-3605	2	9	common	common	ADJ
fis-3605	2	10	engineering	engineering	NOUN
fis-3605	2	11	materials	material	NOUN
fis-3605	2	12	has	have	AUX
fis-3605	2	13	been	be	AUX
fis-3605	2	14	shown	show	VERB
fis-3605	2	15	to	to	PART
fis-3605	2	16	give	give	VERB
fis-3605	2	17	relevant	relevant	ADJ
fis-3605	2	18	information	information	NOUN
fis-3605	2	19	on	on	ADP
fis-3605	2	20	fatigue	fatigue	NOUN
fis-3605	2	21	properties	property	NOUN
fis-3605	2	22	,	,	PUNCT
fis-3605	2	23	reducing	reduce	VERB
fis-3605	2	24	the	the	DET
fis-3605	2	25	testing	testing	NOUN
fis-3605	2	26	time	time	NOUN
fis-3605	2	27	and	and	CCONJ
fis-3605	2	28	material	material	ADJ
fis-3605	2	29	consumption	consumption	NOUN
fis-3605	2	30	.	.	PUNCT
fis-3605	3	1	during	during	ADP
fis-3605	3	2	a	a	DET
fis-3605	3	3	static	static	ADJ
fis-3605	3	4	tensile	tensile	NOUN
fis-3605	3	5	test	test	NOUN
fis-3605	3	6	,	,	PUNCT
fis-3605	3	7	it	it	PRON
fis-3605	3	8	is	be	AUX
fis-3605	3	9	possible	possible	ADJ
fis-3605	3	10	to	to	PART
fis-3605	3	11	assess	assess	VERB
fis-3605	3	12	two	two	NUM
fis-3605	3	13	distinct	distinct	ADJ
fis-3605	3	14	phases	phase	NOUN
fis-3605	3	15	:	:	PUNCT
fis-3605	3	16	in	in	ADP
fis-3605	3	17	the	the	DET
fis-3605	3	18	first	first	ADJ
fis-3605	3	19	phase	phase	NOUN
fis-3605	3	20	(	(	PUNCT
fis-3605	3	21	phase	phase	NOUN
fis-3605	3	22	i	i	PROPN
fis-3605	3	23	)	)	PUNCT
fis-3605	3	24	,	,	PUNCT
fis-3605	3	25	where	where	SCONJ
fis-3605	3	26	all	all	DET
fis-3605	3	27	the	the	DET
fis-3605	3	28	crystals	crystal	NOUN
fis-3605	3	29	are	be	AUX
fis-3605	3	30	elastically	elastically	ADV
fis-3605	3	31	stressed	stress	VERB
fis-3605	3	32	,	,	PUNCT
fis-3605	3	33	the	the	DET
fis-3605	3	34	temperature	temperature	NOUN
fis-3605	3	35	trend	trend	NOUN
fis-3605	3	36	follows	follow	VERB
fis-3605	3	37	the	the	DET
fis-3605	3	38	linear	linear	ADJ
fis-3605	3	39	thermoelastic	thermoelastic	ADJ
fis-3605	3	40	law	law	NOUN
fis-3605	3	41	;	;	PUNCT
fis-3605	3	42	while	while	SCONJ
fis-3605	3	43	,	,	PUNCT
fis-3605	3	44	in	in	ADP
fis-3605	3	45	the	the	DET
fis-3605	3	46	second	second	ADJ
fis-3605	3	47	phase	phase	NOUN
fis-3605	3	48	(	(	PUNCT
fis-3605	3	49	phase	phase	NOUN
fis-3605	3	50	ii	ii	NOUN
fis-3605	3	51	)	)	PUNCT
fis-3605	3	52	,	,	PUNCT
fis-3605	3	53	some	some	DET
fis-3605	3	54	crystals	crystal	NOUN
fis-3605	3	55	begin	begin	VERB
fis-3605	3	56	to	to	PART
fis-3605	3	57	deform	deform	VERB
fis-3605	3	58	,	,	PUNCT
fis-3605	3	59	and	and	CCONJ
fis-3605	3	60	the	the	DET
fis-3605	3	61	temperature	temperature	NOUN
fis-3605	3	62	assumes	assume	VERB
fis-3605	3	63	a	a	DET
fis-3605	3	64	non	non	ADJ
fis-3605	3	65	-	-	ADJ
fis-3605	3	66	linear	linear	ADJ
fis-3605	3	67	trend	trend	NOUN
fis-3605	3	68	.	.	PUNCT
fis-3605	4	1	the	the	DET
fis-3605	4	2	macroscopic	macroscopic	ADJ
fis-3605	4	3	transition	transition	NOUN
fis-3605	4	4	stress	stress	NOUN
fis-3605	4	5	between	between	ADP
fis-3605	4	6	phase	phase	NOUN
fis-3605	4	7	i	i	PRON
fis-3605	4	8	and	and	CCONJ
fis-3605	4	9	phase	phase	NOUN
fis-3605	4	10	ii	ii	PROPN
fis-3605	4	11	could	could	AUX
fis-3605	4	12	be	be	AUX
fis-3605	4	13	related	relate	VERB
fis-3605	4	14	to	to	ADP
fis-3605	4	15	the	the	DET
fis-3605	4	16	“	"	PUNCT
fis-3605	4	17	limit	limit	NOUN
fis-3605	4	18	stress	stress	NOUN
fis-3605	4	19	”	"	PUNCT
fis-3605	4	20	that	that	PRON
fis-3605	4	21	,	,	PUNCT
fis-3605	4	22	if	if	SCONJ
fis-3605	4	23	cyclically	cyclically	ADV
fis-3605	4	24	applied	apply	VERB
fis-3605	4	25	,	,	PUNCT
fis-3605	4	26	would	would	AUX
fis-3605	4	27	lead	lead	VERB
fis-3605	4	28	to	to	ADP
fis-3605	4	29	material	material	ADJ
fis-3605	4	30	failure	failure	NOUN
fis-3605	4	31	.	.	PUNCT
fis-3605	5	1	nowadays	nowadays	ADV
fis-3605	5	2	,	,	PUNCT
fis-3605	5	3	it	it	PRON
fis-3605	5	4	is	be	AUX
fis-3605	5	5	impossible	impossible	ADJ
fis-3605	5	6	to	to	PART
fis-3605	5	7	distinguish	distinguish	VERB
fis-3605	5	8	the	the	DET
fis-3605	5	9	transition	transition	NOUN
fis-3605	5	10	between	between	ADP
fis-3605	5	11	phase	phase	NOUN
fis-3605	5	12	i	i	PRON
fis-3605	5	13	and	and	CCONJ
fis-3605	5	14	phase	phase	NOUN
fis-3605	5	15	ii	ii	PROPN
fis-3605	5	16	in	in	ADP
fis-3605	5	17	an	an	DET
fis-3605	5	18	objective	objective	ADJ
fis-3605	5	19	way	way	NOUN
fis-3605	5	20	.	.	PUNCT
fis-3605	6	1	indeed	indeed	ADV
fis-3605	6	2	,	,	PUNCT
fis-3605	6	3	it	it	PRON
fis-3605	6	4	is	be	AUX
fis-3605	6	5	up	up	ADP
fis-3605	6	6	to	to	ADP
fis-3605	6	7	the	the	DET
fis-3605	6	8	operator	operator	NOUN
fis-3605	6	9	's	's	PART
fis-3605	6	10	experiences	experience	NOUN
fis-3605	6	11	.	.	PUNCT
fis-3605	7	1	this	this	DET
fis-3605	7	2	work	work	NOUN
fis-3605	7	3	aims	aim	VERB
fis-3605	7	4	to	to	PART
fis-3605	7	5	create	create	VERB
fis-3605	7	6	a	a	DET
fis-3605	7	7	universal	universal	ADJ
fis-3605	7	8	methodology	methodology	NOUN
fis-3605	7	9	that	that	PRON
fis-3605	7	10	predicts	predict	VERB
fis-3605	7	11	the	the	DET
fis-3605	7	12	limit	limit	NOUN
fis-3605	7	13	stress	stress	NOUN
fis-3605	7	14	by	by	ADP
fis-3605	7	15	assessing	assess	VERB
fis-3605	7	16	the	the	DET
fis-3605	7	17	change	change	NOUN
fis-3605	7	18	in	in	ADP
fis-3605	7	19	temperature	temperature	NOUN
fis-3605	7	20	trend	trend	NOUN
fis-3605	7	21	by	by	ADP
fis-3605	7	22	adopting	adopt	VERB
fis-3605	7	23	neural	neural	ADJ
fis-3605	7	24	networks	network	NOUN
fis-3605	7	25	.	.	PUNCT
fis-3605	8	1	a	a	DET
fis-3605	8	2	deep	deep	ADJ
fis-3605	8	3	learning	learning	NOUN
fis-3605	8	4	algorithm	algorithm	NOUN
fis-3605	8	5	has	have	AUX
fis-3605	8	6	been	be	AUX
fis-3605	8	7	created	create	VERB
fis-3605	8	8	and	and	CCONJ
fis-3605	8	9	trained	train	VERB
fis-3605	8	10	on	on	ADP
fis-3605	8	11	experimental	experimental	ADJ
fis-3605	8	12	data	datum	NOUN
fis-3605	8	13	coming	come	VERB
fis-3605	8	14	from	from	ADP
fis-3605	8	15	static	static	ADJ
fis-3605	8	16	tensile	tensile	NOUN
fis-3605	8	17	tests	test	NOUN
fis-3605	8	18	performed	perform	VERB
fis-3605	8	19	on	on	ADP
fis-3605	8	20	several	several	ADJ
fis-3605	8	21	classes	class	NOUN
fis-3605	8	22	of	of	ADP
fis-3605	8	23	materials	material	NOUN
fis-3605	8	24	(	(	PUNCT
fis-3605	8	25	steels	steel	NOUN
fis-3605	8	26	,	,	PUNCT
fis-3605	8	27	plastics	plastic	NOUN
fis-3605	8	28	,	,	PUNCT
fis-3605	8	29	composite	composite	ADJ
fis-3605	8	30	materials	material	NOUN
fis-3605	8	31	)	)	PUNCT
fis-3605	8	32	.	.	PUNCT
fis-3605	9	1	once	once	ADV
fis-3605	9	2	trained	train	VERB
fis-3605	9	3	,	,	PUNCT
fis-3605	9	4	the	the	DET
fis-3605	9	5	network	network	NOUN
fis-3605	9	6	can	can	AUX
fis-3605	9	7	predict	predict	VERB
fis-3605	9	8	the	the	DET
fis-3605	9	9	transition	transition	NOUN
fis-3605	9	10	temperature	temperature	NOUN
fis-3605	9	11	at	at	ADP
fis-3605	9	12	which	which	PRON
fis-3605	9	13	the	the	DET
fis-3605	9	14	first	first	ADJ
fis-3605	9	15	plastic	plastic	ADJ
fis-3605	9	16	deformation	deformation	NOUN
fis-3605	9	17	occurs	occur	VERB
fis-3605	9	18	within	within	ADP
fis-3605	9	19	the	the	DET
fis-3605	9	20	material	material	NOUN
fis-3605	9	21	.	.	PUNCT
fis-3605	10	1	keywords	keyword	NOUN
fis-3605	10	2	.	.	PUNCT
fis-3605	11	1	fatigue	fatigue	NOUN
fis-3605	11	2	limit	limit	NOUN
fis-3605	11	3	;	;	PUNCT
fis-3605	11	4	stm	stm	PROPN
fis-3605	11	5	;	;	PUNCT
fis-3605	11	6	deep	deep	ADJ
fis-3605	11	7	learning	learning	NOUN
fis-3605	11	8	;	;	PUNCT
fis-3605	11	9	infrared	infrared	ADJ
fis-3605	11	10	thermography	thermography	NOUN
fis-3605	11	11	.	.	PUNCT
fis-3605	12	1	citation	citation	NOUN
fis-3605	12	2	:	:	PUNCT
fis-3605	13	1	santonocito	santonocito	PROPN
fis-3605	13	2	,	,	PUNCT
fis-3605	13	3	d.	d.	PROPN
fis-3605	13	4	,	,	PUNCT
fis-3605	13	5	milone	milone	NOUN
fis-3605	13	6	,	,	PUNCT
fis-3605	13	7	d.	d.	PROPN
fis-3605	13	8	,	,	PUNCT
fis-3605	13	9	deep	deep	ADJ
fis-3605	13	10	learning	learn	VERB
fis-3605	13	11	algorithm	algorithm	NOUN
fis-3605	13	12	for	for	ADP
fis-3605	13	13	the	the	DET
fis-3605	13	14	assessment	assessment	NOUN
fis-3605	13	15	of	of	ADP
fis-3605	13	16	the	the	DET
fis-3605	13	17	first	first	ADJ
fis-3605	13	18	damage	damage	NOUN
fis-3605	13	19	initiation	initiation	NOUN
fis-3605	13	20	monitoring	monitor	VERB
fis-3605	13	21	the	the	DET
fis-3605	13	22	energy	energy	NOUN
fis-3605	13	23	release	release	NOUN
fis-3605	13	24	of	of	ADP
fis-3605	13	25	materials	material	NOUN
fis-3605	13	26	,	,	PUNCT
fis-3605	13	27	frattura	frattura	PROPN
fis-3605	13	28	ed	ed	PROPN
fis-3605	13	29	integrità	integrità	PROPN
fis-3605	13	30	strutturale	strutturale	PROPN
fis-3605	13	31	,	,	PUNCT
fis-3605	13	32	62	62	NUM
fis-3605	13	33	(	(	PUNCT
fis-3605	13	34	2022	2022	NUM
fis-3605	13	35	)	)	PUNCT
fis-3605	13	36	505	505	NUM
fis-3605	13	37	-	-	SYM
fis-3605	13	38	515	515	NUM
fis-3605	13	39	.	.	PUNCT
fis-3605	13	40	received	receive	VERB
fis-3605	13	41	:	:	PUNCT
fis-3605	13	42	30.05.2022	30.05.2022	PROPN
fis-3605	13	43	accepted	accept	VERB
fis-3605	13	44	:	:	PUNCT
fis-3605	13	45	30.07.2022	30.07.2022	NUM
fis-3605	13	46	online	online	ADV
fis-3605	13	47	first	first	ADV
fis-3605	13	48	:	:	PUNCT
fis-3605	13	49	10.09.2022	10.09.2022	NUM
fis-3605	13	50	published	publish	VERB
fis-3605	13	51	:	:	PUNCT
fis-3605	13	52	01.10.2022	01.10.2022	NOUN
fis-3605	13	53	copyright	copyright	NOUN
fis-3605	13	54	:	:	PUNCT
fis-3605	13	55	©	©	PROPN
fis-3605	13	56	2022	2022	NUM
fis-3605	13	57	this	this	PRON
fis-3605	13	58	is	be	AUX
fis-3605	13	59	an	an	DET
fis-3605	13	60	open	open	ADJ
fis-3605	13	61	access	access	NOUN
fis-3605	13	62	article	article	NOUN
fis-3605	13	63	under	under	ADP
fis-3605	13	64	the	the	DET
fis-3605	13	65	terms	term	NOUN
fis-3605	13	66	of	of	ADP
fis-3605	13	67	the	the	DET
fis-3605	13	68	cc	cc	NOUN
fis-3605	13	69	-	-	PUNCT
fis-3605	13	70	by	by	ADP
fis-3605	13	71	4.0	4.0	NUM
fis-3605	13	72	,	,	PUNCT
fis-3605	13	73	which	which	PRON
fis-3605	13	74	permits	permit	VERB
fis-3605	13	75	unrestricted	unrestricted	ADJ
fis-3605	13	76	use	use	NOUN
fis-3605	13	77	,	,	PUNCT
fis-3605	13	78	distribution	distribution	NOUN
fis-3605	13	79	,	,	PUNCT
fis-3605	13	80	and	and	CCONJ
fis-3605	13	81	reproduction	reproduction	NOUN
fis-3605	13	82	in	in	ADP
fis-3605	13	83	any	any	DET
fis-3605	13	84	medium	medium	NOUN
fis-3605	13	85	,	,	PUNCT
fis-3605	13	86	provided	provide	VERB
fis-3605	13	87	the	the	DET
fis-3605	13	88	original	original	ADJ
fis-3605	13	89	author	author	NOUN
fis-3605	13	90	and	and	CCONJ
fis-3605	13	91	source	source	NOUN
fis-3605	13	92	are	be	AUX
fis-3605	13	93	credited	credit	VERB
fis-3605	13	94	.	.	PUNCT
fis-3605	14	1	introduction	introduction	NOUN
fis-3605	14	2	n	n	ADP
fis-3605	14	3	the	the	DET
fis-3605	14	4	past	past	ADJ
fis-3605	14	5	thirty	thirty	NUM
fis-3605	14	6	years	year	NOUN
fis-3605	14	7	,	,	PUNCT
fis-3605	14	8	infrared	infrared	ADJ
fis-3605	14	9	thermography	thermography	NOUN
fis-3605	14	10	has	have	AUX
fis-3605	14	11	found	find	VERB
fis-3605	14	12	wide	wide	ADJ
fis-3605	14	13	application	application	NOUN
fis-3605	14	14	during	during	ADP
fis-3605	14	15	fatigue	fatigue	NOUN
fis-3605	14	16	testing	testing	NOUN
fis-3605	14	17	of	of	ADP
fis-3605	14	18	different	different	ADJ
fis-3605	14	19	materials	material	NOUN
fis-3605	14	20	[	[	X
fis-3605	14	21	1–5	1–5	X
fis-3605	14	22	]	]	PUNCT
fis-3605	14	23	.	.	PUNCT
fis-3605	15	1	indeed	indeed	ADV
fis-3605	15	2	,	,	PUNCT
fis-3605	15	3	fatigue	fatigue	NOUN
fis-3605	15	4	is	be	AUX
fis-3605	15	5	a	a	DET
fis-3605	15	6	dissipative	dissipative	ADJ
fis-3605	15	7	phenomenon	phenomenon	NOUN
fis-3605	15	8	in	in	ADP
fis-3605	15	9	which	which	PRON
fis-3605	15	10	a	a	DET
fis-3605	15	11	large	large	ADJ
fis-3605	15	12	part	part	NOUN
fis-3605	15	13	of	of	ADP
fis-3605	15	14	mechanical	mechanical	ADJ
fis-3605	15	15	work	work	NOUN
fis-3605	15	16	provided	provide	VERB
fis-3605	15	17	to	to	ADP
fis-3605	15	18	the	the	DET
fis-3605	15	19	specimen	speciman	NOUN
fis-3605	15	20	is	be	AUX
fis-3605	15	21	dissipated	dissipate	VERB
fis-3605	15	22	into	into	ADP
fis-3605	15	23	heat	heat	NOUN
fis-3605	15	24	[	[	X
fis-3605	15	25	6	6	NUM
fis-3605	15	26	]	]	PUNCT
fis-3605	15	27	.	.	PUNCT
fis-3605	16	1	the	the	DET
fis-3605	16	2	first	first	ADJ
fis-3605	16	3	researcher	researcher	NOUN
fis-3605	16	4	who	who	PRON
fis-3605	16	5	applied	apply	VERB
fis-3605	16	6	infrared	infrared	ADJ
fis-3605	16	7	thermography	thermography	NOUN
fis-3605	16	8	to	to	PART
fis-3605	16	9	assess	assess	VERB
fis-3605	16	10	the	the	DET
fis-3605	16	11	damage	damage	NOUN
fis-3605	16	12	evolution	evolution	NOUN
fis-3605	16	13	was	be	AUX
fis-3605	16	14	risitano	risitano	VERB
fis-3605	16	15	[	[	X
fis-3605	16	16	7	7	X
fis-3605	16	17	]	]	PUNCT
fis-3605	16	18	in	in	ADP
fis-3605	16	19	1984	1984	NUM
fis-3605	16	20	.	.	PUNCT
fis-3605	17	1	in	in	ADP
fis-3605	17	2	2000	2000	NUM
fis-3605	17	3	,	,	PUNCT
fis-3605	17	4	la	la	PROPN
fis-3605	17	5	rosa	rosa	PROPN
fis-3605	17	6	and	and	CCONJ
fis-3605	17	7	risitano	risitano	VERB
fis-3605	17	8	[	[	X
fis-3605	17	9	8	8	NUM
fis-3605	17	10	]	]	PUNCT
fis-3605	17	11	proposed	propose	VERB
fis-3605	17	12	a	a	DET
fis-3605	17	13	method	method	NOUN
fis-3605	17	14	that	that	PRON
fis-3605	17	15	identifies	identify	VERB
fis-3605	17	16	the	the	DET
fis-3605	17	17	fatigue	fatigue	NOUN
fis-3605	17	18	limit	limit	NOUN
fis-3605	17	19	of	of	ADP
fis-3605	17	20	a	a	DET
fis-3605	17	21	sample	sample	NOUN
fis-3605	17	22	by	by	ADP
fis-3605	17	23	monitoring	monitor	VERB
fis-3605	17	24	its	its	PRON
fis-3605	17	25	superficial	superficial	ADJ
fis-3605	17	26	temperature	temperature	NOUN
fis-3605	17	27	,	,	PUNCT
fis-3605	17	28	i.e.	i.e.	X
fis-3605	17	29	the	the	DET
fis-3605	17	30	thermographic	thermographic	ADJ
fis-3605	17	31	method	method	NOUN
fis-3605	17	32	(	(	PUNCT
fis-3605	17	33	tm	tm	NOUN
fis-3605	17	34	,	,	PUNCT
fis-3605	17	35	or	or	CCONJ
fis-3605	17	36	risitano	risitano	PROPN
fis-3605	17	37	’s	’s	PART
fis-3605	17	38	thermographic	thermographic	ADJ
fis-3605	17	39	method	method	NOUN
fis-3605	17	40	)	)	PUNCT
fis-3605	17	41	.	.	PUNCT
fis-3605	18	1	risitano	risitano	PROPN
fis-3605	18	2	and	and	CCONJ
fis-3605	18	3	co	co	NOUN
fis-3605	18	4	-	-	NOUN
fis-3605	18	5	workers	worker	NOUN
fis-3605	18	6	[	[	X
fis-3605	18	7	9	9	NUM
fis-3605	18	8	]	]	PUNCT
fis-3605	18	9	proposed	propose	VERB
fis-3605	18	10	a	a	DET
fis-3605	18	11	lean	lean	ADJ
fis-3605	18	12	protocol	protocol	NOUN
fis-3605	18	13	to	to	PART
fis-3605	18	14	obtain	obtain	VERB
fis-3605	18	15	the	the	DET
fis-3605	18	16	s	s	NOUN
fis-3605	18	17	-	-	PUNCT
fis-3605	18	18	n	n	PRON
fis-3605	18	19	curve	curve	NOUN
fis-3605	18	20	of	of	ADP
fis-3605	18	21	the	the	DET
fis-3605	18	22	materials	material	NOUN
fis-3605	18	23	by	by	ADP
fis-3605	18	24	adopting	adopt	VERB
fis-3605	18	25	a	a	DET
fis-3605	18	26	minimal	minimal	ADJ
fis-3605	18	27	number	number	NOUN
fis-3605	18	28	of	of	ADP
fis-3605	18	29	specimens	specimen	NOUN
fis-3605	18	30	.	.	PUNCT
fis-3605	19	1	i	i	PRON
fis-3605	19	2	https://youtu.be/v4ofi9l4pqa	https://youtu.be/v4ofi9l4pqa	VERB
fis-3605	19	3	d.	d.	PROPN
fis-3605	19	4	milone	milone	PROPN
fis-3605	19	5	et	et	PROPN
fis-3605	19	6	alii	alii	PROPN
fis-3605	19	7	,	,	PUNCT
fis-3605	19	8	frattura	frattura	PROPN
fis-3605	19	9	ed	ed	PROPN
fis-3605	19	10	integrità	integrità	PROPN
fis-3605	19	11	strutturale	strutturale	PROPN
fis-3605	19	12	,	,	PUNCT
fis-3605	19	13	62	62	NUM
fis-3605	19	14	(	(	PUNCT
fis-3605	19	15	2022	2022	NUM
fis-3605	19	16	)	)	PUNCT
fis-3605	19	17	505	505	NUM
fis-3605	19	18	-	-	SYM
fis-3605	19	19	515	515	NUM
fis-3605	19	20	;	;	PUNCT
fis-3605	19	21	doi	doi	NOUN
fis-3605	19	22	:	:	PUNCT
fis-3605	19	23	10.3221	10.3221	NUM
fis-3605	19	24	/	/	SYM
fis-3605	19	25	igf	igf	PROPN
fis-3605	19	26	-	-	PUNCT
fis-3605	19	27	esis.62.34	esis.62.34	NOUN
fis-3605	19	28	506	506	NUM
fis-3605	19	29	by	by	ADP
fis-3605	19	30	monitoring	monitor	VERB
fis-3605	19	31	the	the	DET
fis-3605	19	32	superficial	superficial	ADJ
fis-3605	19	33	temperature	temperature	NOUN
fis-3605	19	34	of	of	ADP
fis-3605	19	35	a	a	DET
fis-3605	19	36	specimen	speciman	NOUN
fis-3605	19	37	subjected	subject	VERB
fis-3605	19	38	to	to	ADP
fis-3605	19	39	a	a	DET
fis-3605	19	40	uniaxial	uniaxial	ADJ
fis-3605	19	41	tensile	tensile	NOUN
fis-3605	19	42	test	test	NOUN
fis-3605	19	43	,	,	PUNCT
fis-3605	19	44	clienti	clienti	PROPN
fis-3605	19	45	et	et	PROPN
fis-3605	19	46	al	al	PROPN
fis-3605	19	47	.	.	PUNCT
fis-3605	20	1	[	[	X
fis-3605	20	2	10	10	NUM
fis-3605	20	3	]	]	PUNCT
fis-3605	20	4	observed	observe	VERB
fis-3605	20	5	a	a	DET
fis-3605	20	6	deviation	deviation	NOUN
fis-3605	20	7	from	from	ADP
fis-3605	20	8	the	the	DET
fis-3605	20	9	linear	linear	ADJ
fis-3605	20	10	trend	trend	NOUN
fis-3605	20	11	,	,	PUNCT
fis-3605	20	12	due	due	ADP
fis-3605	20	13	to	to	ADP
fis-3605	20	14	the	the	DET
fis-3605	20	15	thermoelastic	thermoelastic	ADJ
fis-3605	20	16	law	law	NOUN
fis-3605	20	17	,	,	PUNCT
fis-3605	20	18	of	of	ADP
fis-3605	20	19	the	the	DET
fis-3605	20	20	temperature	temperature	NOUN
fis-3605	20	21	signal	signal	NOUN
fis-3605	20	22	.	.	PUNCT
fis-3605	21	1	the	the	DET
fis-3605	21	2	corresponding	corresponding	ADJ
fis-3605	21	3	macroscopic	macroscopic	ADJ
fis-3605	21	4	stress	stress	NOUN
fis-3605	21	5	was	be	AUX
fis-3605	21	6	correlated	correlate	VERB
fis-3605	21	7	to	to	ADP
fis-3605	21	8	a	a	DET
fis-3605	21	9	stress	stress	NOUN
fis-3605	21	10	level	level	NOUN
fis-3605	21	11	,	,	PUNCT
fis-3605	21	12	the	the	DET
fis-3605	21	13	so	so	ADV
fis-3605	21	14	called	call	VERB
fis-3605	21	15	“	"	PUNCT
fis-3605	21	16	limit	limit	VERB
fis-3605	21	17	stress	stress	NOUN
fis-3605	21	18	”	"	PUNCT
fis-3605	21	19	,	,	PUNCT
fis-3605	21	20	that	that	PRON
fis-3605	21	21	introduces	introduce	VERB
fis-3605	21	22	in	in	ADP
fis-3605	21	23	the	the	DET
fis-3605	21	24	material	material	NOUN
fis-3605	21	25	irreversible	irreversible	ADJ
fis-3605	21	26	damage	damage	NOUN
fis-3605	21	27	and	and	CCONJ
fis-3605	21	28	microplasticity	microplasticity	NOUN
fis-3605	21	29	.	.	PUNCT
fis-3605	22	1	risitano	risitano	VERB
fis-3605	22	2	and	and	CCONJ
fis-3605	22	3	risitano	risitano	VERB
fis-3605	22	4	[	[	X
fis-3605	22	5	11	11	NUM
fis-3605	22	6	]	]	PUNCT
fis-3605	22	7	proposed	propose	VERB
fis-3605	22	8	the	the	DET
fis-3605	22	9	static	static	ADJ
fis-3605	22	10	thermographic	thermographic	ADJ
fis-3605	22	11	method	method	NOUN
fis-3605	22	12	(	(	PUNCT
fis-3605	22	13	stm	stm	PROPN
fis-3605	22	14	)	)	PUNCT
fis-3605	22	15	as	as	ADP
fis-3605	22	16	an	an	DET
fis-3605	22	17	innovative	innovative	ADJ
fis-3605	22	18	test	test	NOUN
fis-3605	22	19	solution	solution	NOUN
fis-3605	22	20	able	able	ADJ
fis-3605	22	21	to	to	PART
fis-3605	22	22	obtain	obtain	VERB
fis-3605	22	23	,	,	PUNCT
fis-3605	22	24	with	with	ADP
fis-3605	22	25	a	a	DET
fis-3605	22	26	simple	simple	ADJ
fis-3605	22	27	static	static	ADJ
fis-3605	22	28	tensile	tensile	NOUN
fis-3605	22	29	test	test	NOUN
fis-3605	22	30	,	,	PUNCT
fis-3605	22	31	the	the	DET
fis-3605	22	32	first	first	ADJ
fis-3605	22	33	damage	damage	NOUN
fis-3605	22	34	initiation	initiation	NOUN
fis-3605	22	35	in	in	ADP
fis-3605	22	36	the	the	DET
fis-3605	22	37	material	material	NOUN
fis-3605	22	38	thanks	thank	NOUN
fis-3605	22	39	to	to	ADP
fis-3605	22	40	the	the	DET
fis-3605	22	41	observation	observation	NOUN
fis-3605	22	42	of	of	ADP
fis-3605	22	43	the	the	DET
fis-3605	22	44	superficial	superficial	ADJ
fis-3605	22	45	temperature	temperature	NOUN
fis-3605	22	46	signal	signal	NOUN
fis-3605	22	47	.	.	PUNCT
fis-3605	23	1	if	if	SCONJ
fis-3605	23	2	the	the	DET
fis-3605	23	3	limit	limit	NOUN
fis-3605	23	4	stress	stress	NOUN
fis-3605	23	5	,	,	PUNCT
fis-3605	23	6	assessed	assess	VERB
fis-3605	23	7	by	by	ADP
fis-3605	23	8	the	the	DET
fis-3605	23	9	stm	stm	PROPN
fis-3605	23	10	,	,	PUNCT
fis-3605	23	11	is	be	AUX
fis-3605	23	12	applied	apply	VERB
fis-3605	23	13	in	in	ADP
fis-3605	23	14	a	a	DET
fis-3605	23	15	cyclical	cyclical	ADJ
fis-3605	23	16	way	way	NOUN
fis-3605	23	17	to	to	ADP
fis-3605	23	18	the	the	DET
fis-3605	23	19	specimens	specimen	NOUN
fis-3605	23	20	it	it	PRON
fis-3605	23	21	would	would	AUX
fis-3605	23	22	reach	reach	VERB
fis-3605	23	23	fatigue	fatigue	NOUN
fis-3605	23	24	failure	failure	NOUN
fis-3605	23	25	.	.	PUNCT
fis-3605	24	1	the	the	DET
fis-3605	24	2	assessment	assessment	NOUN
fis-3605	24	3	of	of	ADP
fis-3605	24	4	the	the	DET
fis-3605	24	5	limit	limit	NOUN
fis-3605	24	6	stress	stress	NOUN
fis-3605	24	7	has	have	AUX
fis-3605	24	8	been	be	AUX
fis-3605	24	9	performed	perform	VERB
fis-3605	24	10	by	by	ADP
fis-3605	24	11	making	make	VERB
fis-3605	24	12	the	the	DET
fis-3605	24	13	linear	linear	ADJ
fis-3605	24	14	regression	regression	NOUN
fis-3605	24	15	of	of	ADP
fis-3605	24	16	the	the	DET
fis-3605	24	17	linear	linear	ADJ
fis-3605	24	18	part	part	NOUN
fis-3605	24	19	(	(	PUNCT
fis-3605	24	20	phase	phase	NOUN
fis-3605	24	21	i	i	NOUN
fis-3605	24	22	)	)	PUNCT
fis-3605	24	23	and	and	CCONJ
fis-3605	24	24	plateau	plateau	NOUN
fis-3605	24	25	region	region	NOUN
fis-3605	24	26	(	(	PUNCT
fis-3605	24	27	phase	phase	NOUN
fis-3605	24	28	ii	ii	NOUN
fis-3605	24	29	)	)	PUNCT
fis-3605	24	30	of	of	ADP
fis-3605	24	31	the	the	DET
fis-3605	24	32	temperature	temperature	NOUN
fis-3605	24	33	trend	trend	NOUN
fis-3605	24	34	;	;	PUNCT
fis-3605	24	35	based	base	VERB
fis-3605	24	36	on	on	ADP
fis-3605	24	37	the	the	DET
fis-3605	24	38	ability	ability	NOUN
fis-3605	24	39	of	of	ADP
fis-3605	24	40	the	the	DET
fis-3605	24	41	operator	operator	NOUN
fis-3605	24	42	to	to	PART
fis-3605	24	43	recognize	recognize	VERB
fis-3605	24	44	the	the	DET
fis-3605	24	45	different	different	ADJ
fis-3605	24	46	phases	phase	NOUN
fis-3605	24	47	of	of	ADP
fis-3605	24	48	the	the	DET
fis-3605	24	49	temperature	temperature	NOUN
fis-3605	24	50	signal	signal	NOUN
fis-3605	24	51	[	[	X
fis-3605	24	52	12,13	12,13	NUM
fis-3605	24	53	]	]	PUNCT
fis-3605	24	54	however	however	ADV
fis-3605	24	55	,	,	PUNCT
fis-3605	24	56	machine	machine	NOUN
fis-3605	24	57	learning	learning	NOUN
fis-3605	24	58	(	(	PUNCT
fis-3605	24	59	ml	ml	NOUN
fis-3605	24	60	)	)	PUNCT
fis-3605	24	61	algorithms	algorithm	NOUN
fis-3605	24	62	can	can	AUX
fis-3605	24	63	be	be	AUX
fis-3605	24	64	a	a	DET
fis-3605	24	65	useful	useful	ADJ
fis-3605	24	66	aid	aid	NOUN
fis-3605	24	67	to	to	PART
fis-3605	24	68	automatically	automatically	ADV
fis-3605	24	69	assess	assess	VERB
fis-3605	24	70	the	the	DET
fis-3605	24	71	value	value	NOUN
fis-3605	24	72	of	of	ADP
fis-3605	24	73	the	the	DET
fis-3605	24	74	limit	limit	NOUN
fis-3605	24	75	stress	stress	NOUN
fis-3605	24	76	by	by	ADP
fis-3605	24	77	analysing	analyse	VERB
fis-3605	24	78	the	the	DET
fis-3605	24	79	time	time	NOUN
fis-3605	24	80	vs	vs	ADP
fis-3605	24	81	temperature	temperature	NOUN
fis-3605	24	82	vs	vs	ADP
fis-3605	24	83	applied	apply	VERB
fis-3605	24	84	stress	stress	NOUN
fis-3605	24	85	signal	signal	NOUN
fis-3605	24	86	obtained	obtain	VERB
fis-3605	24	87	during	during	ADP
fis-3605	24	88	a	a	DET
fis-3605	24	89	static	static	ADJ
fis-3605	24	90	tensile	tensile	NOUN
fis-3605	24	91	test	test	NOUN
fis-3605	24	92	.	.	PUNCT
fis-3605	25	1	within	within	ADP
fis-3605	25	2	the	the	DET
fis-3605	25	3	ml	ml	PROPN
fis-3605	25	4	algorithms	algorithm	NOUN
fis-3605	25	5	,	,	PUNCT
fis-3605	25	6	time	time	NOUN
fis-3605	25	7	series	series	PROPN
fis-3605	25	8	forecasting	forecasting	PROPN
fis-3605	25	9	(	(	PUNCT
fis-3605	25	10	tsf	tsf	PROPN
fis-3605	25	11	)	)	PUNCT
fis-3605	25	12	is	be	AUX
fis-3605	25	13	an	an	DET
fis-3605	25	14	entry	entry	NOUN
fis-3605	25	15	point	point	NOUN
fis-3605	25	16	and	and	CCONJ
fis-3605	25	17	can	can	AUX
fis-3605	25	18	be	be	AUX
fis-3605	25	19	applied	apply	VERB
fis-3605	25	20	to	to	ADP
fis-3605	25	21	many	many	ADJ
fis-3605	25	22	sectors	sector	NOUN
fis-3605	25	23	,	,	PUNCT
fis-3605	25	24	ranging	range	VERB
fis-3605	25	25	from	from	ADP
fis-3605	25	26	weather	weather	NOUN
fis-3605	25	27	forecasts	forecast	NOUN
fis-3605	25	28	to	to	ADP
fis-3605	25	29	trends	trend	NOUN
fis-3605	25	30	in	in	ADP
fis-3605	25	31	economic	economic	ADJ
fis-3605	25	32	indicators	indicator	NOUN
fis-3605	25	33	[	[	X
fis-3605	25	34	14	14	NUM
fis-3605	25	35	]	]	PUNCT
fis-3605	25	36	.	.	PUNCT
fis-3605	26	1	nature	nature	NOUN
fis-3605	26	2	represents	represent	VERB
fis-3605	26	3	many	many	ADJ
fis-3605	26	4	physical	physical	ADJ
fis-3605	26	5	systems	system	NOUN
fis-3605	26	6	whose	whose	DET
fis-3605	26	7	interaction	interaction	NOUN
fis-3605	26	8	leads	lead	VERB
fis-3605	26	9	to	to	ADP
fis-3605	26	10	a	a	DET
fis-3605	26	11	wide	wide	ADJ
fis-3605	26	12	diversity	diversity	NOUN
fis-3605	26	13	of	of	ADP
fis-3605	26	14	complex	complex	ADJ
fis-3605	26	15	dynamics	dynamic	NOUN
fis-3605	26	16	[	[	X
fis-3605	26	17	15	15	NUM
fis-3605	26	18	]	]	PUNCT
fis-3605	26	19	.	.	PUNCT
fis-3605	27	1	recurrent	recurrent	ADJ
fis-3605	27	2	neural	neural	ADJ
fis-3605	27	3	networks	network	NOUN
fis-3605	27	4	(	(	PUNCT
fis-3605	27	5	rnns	rnns	PROPN
fis-3605	27	6	)	)	PUNCT
fis-3605	27	7	are	be	AUX
fis-3605	27	8	one	one	NUM
fis-3605	27	9	the	the	DET
fis-3605	27	10	types	type	NOUN
fis-3605	27	11	of	of	ADP
fis-3605	27	12	neural	neural	ADJ
fis-3605	27	13	networks	network	NOUN
fis-3605	27	14	that	that	PRON
fis-3605	27	15	analyses	analyse	VERB
fis-3605	27	16	sequence	sequence	NOUN
fis-3605	27	17	functions	function	NOUN
fis-3605	27	18	.	.	PUNCT
fis-3605	28	1	sequences	sequence	NOUN
fis-3605	28	2	on	on	ADP
fis-3605	28	3	which	which	PRON
fis-3605	28	4	this	this	DET
fis-3605	28	5	kind	kind	NOUN
fis-3605	28	6	of	of	ADP
fis-3605	28	7	algorithm	algorithm	NOUN
fis-3605	28	8	can	can	AUX
fis-3605	28	9	work	work	VERB
fis-3605	28	10	are	be	AUX
fis-3605	28	11	made	make	VERB
fis-3605	28	12	up	up	ADP
fis-3605	28	13	of	of	ADP
fis-3605	28	14	time	time	NOUN
fis-3605	28	15	series	series	NOUN
fis-3605	28	16	,	,	PUNCT
fis-3605	28	17	videos	video	NOUN
fis-3605	28	18	,	,	PUNCT
fis-3605	28	19	or	or	CCONJ
fis-3605	28	20	images	image	NOUN
fis-3605	28	21	.	.	PUNCT
fis-3605	29	1	long	long	ADJ
fis-3605	29	2	-	-	PUNCT
fis-3605	29	3	term	term	NOUN
fis-3605	29	4	memory	memory	NOUN
fis-3605	29	5	networks	network	NOUN
fis-3605	29	6	(	(	PUNCT
fis-3605	29	7	lstms	lstms	ADJ
fis-3605	29	8	)	)	PUNCT
fis-3605	29	9	are	be	AUX
fis-3605	29	10	adopted	adopt	VERB
fis-3605	29	11	in	in	ADP
fis-3605	29	12	this	this	DET
fis-3605	29	13	work	work	NOUN
fis-3605	29	14	because	because	SCONJ
fis-3605	29	15	they	they	PRON
fis-3605	29	16	are	be	AUX
fis-3605	29	17	a	a	DET
fis-3605	29	18	special	special	ADJ
fis-3605	29	19	type	type	NOUN
fis-3605	29	20	of	of	ADP
fis-3605	29	21	rnn	rnn	PROPN
fis-3605	29	22	.	.	PUNCT
fis-3605	30	1	from	from	ADP
fis-3605	30	2	an	an	DET
fis-3605	30	3	experimental	experimental	ADJ
fis-3605	30	4	data	datum	NOUN
fis-3605	30	5	set	set	VERB
fis-3605	30	6	of	of	ADP
fis-3605	30	7	static	static	ADJ
fis-3605	30	8	tensile	tensile	NOUN
fis-3605	30	9	tests	test	NOUN
fis-3605	30	10	made	make	VERB
fis-3605	30	11	of	of	ADP
fis-3605	30	12	time	time	NOUN
fis-3605	30	13	,	,	PUNCT
fis-3605	30	14	temperature	temperature	NOUN
fis-3605	30	15	,	,	PUNCT
fis-3605	30	16	and	and	CCONJ
fis-3605	30	17	applied	apply	VERB
fis-3605	30	18	stress	stress	NOUN
fis-3605	30	19	level	level	NOUN
fis-3605	30	20	of	of	ADP
fis-3605	30	21	several	several	ADJ
fis-3605	30	22	kinds	kind	NOUN
fis-3605	30	23	of	of	ADP
fis-3605	30	24	material	material	NOUN
fis-3605	30	25	,	,	PUNCT
fis-3605	30	26	the	the	DET
fis-3605	30	27	lstm	lstm	PROPN
fis-3605	30	28	network	network	NOUN
fis-3605	30	29	has	have	AUX
fis-3605	30	30	been	be	AUX
fis-3605	30	31	trained	train	VERB
fis-3605	30	32	on	on	ADP
fis-3605	30	33	the	the	DET
fis-3605	30	34	operator	operator	NOUN
fis-3605	30	35	experience	experience	NOUN
fis-3605	30	36	to	to	PART
fis-3605	30	37	evaluate	evaluate	VERB
fis-3605	30	38	the	the	DET
fis-3605	30	39	limit	limit	NOUN
fis-3605	30	40	stress	stress	NOUN
fis-3605	30	41	.	.	PUNCT
fis-3605	31	1	the	the	DET
fis-3605	31	2	accuracy	accuracy	NOUN
fis-3605	31	3	of	of	ADP
fis-3605	31	4	the	the	DET
fis-3605	31	5	neural	neural	ADJ
fis-3605	31	6	network	network	NOUN
fis-3605	31	7	and	and	CCONJ
fis-3605	31	8	the	the	DET
fis-3605	31	9	predicted	predict	VERB
fis-3605	31	10	value	value	NOUN
fis-3605	31	11	have	have	AUX
fis-3605	31	12	been	be	AUX
fis-3605	31	13	evaluated	evaluate	VERB
fis-3605	31	14	.	.	PUNCT
fis-3605	32	1	physical	physical	ADJ
fis-3605	32	2	and	and	CCONJ
fis-3605	32	3	theorical	theorical	ADJ
fis-3605	32	4	background	background	NOUN
fis-3605	32	5	static	static	ADJ
fis-3605	32	6	thermographic	thermographic	ADJ
fis-3605	32	7	method	method	NOUN
fis-3605	32	8	ince	ince	NOUN
fis-3605	32	9	1986	1986	NUM
fis-3605	32	10	[	[	X
fis-3605	32	11	16	16	NUM
fis-3605	32	12	]	]	X
fis-3605	32	13	risitano	risitano	NOUN
fis-3605	32	14	and	and	CCONJ
fis-3605	32	15	co	co	NOUN
fis-3605	32	16	-	-	NOUN
fis-3605	32	17	workers	worker	NOUN
fis-3605	32	18	have	have	AUX
fis-3605	32	19	adopted	adopt	VERB
fis-3605	32	20	infrared	infrared	ADJ
fis-3605	32	21	thermography	thermography	NOUN
fis-3605	32	22	to	to	PART
fis-3605	32	23	investigate	investigate	VERB
fis-3605	32	24	the	the	DET
fis-3605	32	25	behaviour	behaviour	NOUN
fis-3605	32	26	of	of	ADP
fis-3605	32	27	several	several	ADJ
fis-3605	32	28	kinds	kind	NOUN
fis-3605	32	29	of	of	ADP
fis-3605	32	30	materials	material	NOUN
fis-3605	32	31	subjected	subject	VERB
fis-3605	32	32	to	to	ADP
fis-3605	32	33	fatigue	fatigue	NOUN
fis-3605	32	34	loads	load	NOUN
fis-3605	32	35	.	.	PUNCT
fis-3605	33	1	if	if	SCONJ
fis-3605	33	2	we	we	PRON
fis-3605	33	3	monitor	monitor	VERB
fis-3605	33	4	the	the	DET
fis-3605	33	5	temperature	temperature	NOUN
fis-3605	33	6	evolution	evolution	NOUN
fis-3605	33	7	during	during	ADP
fis-3605	33	8	a	a	DET
fis-3605	33	9	fatigue	fatigue	NOUN
fis-3605	33	10	test	test	NOUN
fis-3605	33	11	,	,	PUNCT
fis-3605	33	12	performed	perform	VERB
fis-3605	33	13	at	at	ADP
fis-3605	33	14	a	a	DET
fis-3605	33	15	given	give	VERB
fis-3605	33	16	frequency	frequency	NOUN
fis-3605	33	17	f	f	NOUN
fis-3605	33	18	and	and	CCONJ
fis-3605	33	19	stress	stress	NOUN
fis-3605	33	20	ratio	ratio	NOUN
fis-3605	33	21	r	r	NOUN
fis-3605	33	22	,	,	PUNCT
fis-3605	33	23	under	under	ADP
fis-3605	33	24	a	a	DET
fis-3605	33	25	stress	stress	NOUN
fis-3605	33	26	level	level	NOUN
fis-3605	33	27	above	above	ADP
fis-3605	33	28	the	the	DET
fis-3605	33	29	fatigue	fatigue	NOUN
fis-3605	33	30	limit	limit	NOUN
fis-3605	33	31	σ0	σ0	PROPN
fis-3605	33	32	of	of	ADP
fis-3605	33	33	the	the	DET
fis-3605	33	34	material	material	NOUN
fis-3605	33	35	,	,	PUNCT
fis-3605	33	36	we	we	PRON
fis-3605	33	37	can	can	AUX
fis-3605	33	38	observe	observe	VERB
fis-3605	33	39	a	a	DET
fis-3605	33	40	trend	trend	NOUN
fis-3605	33	41	characterized	characterize	VERB
fis-3605	33	42	by	by	ADP
fis-3605	33	43	a	a	DET
fis-3605	33	44	first	first	ADJ
fis-3605	33	45	temperature	temperature	NOUN
fis-3605	33	46	rise	rise	NOUN
fis-3605	33	47	,	,	PUNCT
fis-3605	33	48	followed	follow	VERB
fis-3605	33	49	by	by	ADP
fis-3605	33	50	a	a	DET
fis-3605	33	51	plateau	plateau	NOUN
fis-3605	33	52	region	region	NOUN
fis-3605	33	53	and	and	CCONJ
fis-3605	33	54	then	then	ADV
fis-3605	33	55	a	a	DET
fis-3605	33	56	sudden	sudden	ADJ
fis-3605	33	57	increase	increase	NOUN
fis-3605	33	58	of	of	ADP
fis-3605	33	59	the	the	DET
fis-3605	33	60	temperature	temperature	NOUN
fis-3605	33	61	up	up	ADP
fis-3605	33	62	to	to	ADP
fis-3605	33	63	the	the	DET
fis-3605	33	64	specimen	speciman	NOUN
fis-3605	33	65	’s	’s	PART
fis-3605	33	66	failure	failure	NOUN
fis-3605	33	67	[	[	X
fis-3605	33	68	8	8	NUM
fis-3605	33	69	]	]	PUNCT
fis-3605	33	70	.	.	PUNCT
fis-3605	34	1	by	by	ADP
fis-3605	34	2	exploiting	exploit	VERB
fis-3605	34	3	the	the	DET
fis-3605	34	4	energy	energy	NOUN
fis-3605	34	5	release	release	NOUN
fis-3605	34	6	of	of	ADP
fis-3605	34	7	the	the	DET
fis-3605	34	8	material	material	NOUN
fis-3605	34	9	during	during	ADP
fis-3605	34	10	the	the	DET
fis-3605	34	11	fatigue	fatigue	NOUN
fis-3605	34	12	test	test	NOUN
fis-3605	34	13	,	,	PUNCT
fis-3605	34	14	the	the	DET
fis-3605	34	15	fatigue	fatigue	NOUN
fis-3605	34	16	limit	limit	NOUN
fis-3605	34	17	can	can	AUX
fis-3605	34	18	be	be	AUX
fis-3605	34	19	quickly	quickly	ADV
fis-3605	34	20	identified	identify	VERB
fis-3605	34	21	as	as	ADP
fis-3605	34	22	the	the	DET
fis-3605	34	23	stress	stress	NOUN
fis-3605	34	24	level	level	NOUN
fis-3605	34	25	at	at	ADP
fis-3605	34	26	which	which	PRON
fis-3605	34	27	the	the	DET
fis-3605	34	28	stabilization	stabilization	NOUN
fis-3605	34	29	temperature	temperature	NOUN
fis-3605	34	30	exhibits	exhibit	VERB
fis-3605	34	31	a	a	DET
fis-3605	34	32	significantly	significantly	ADV
fis-3605	34	33	higher	high	ADJ
fis-3605	34	34	value	value	NOUN
fis-3605	34	35	than	than	ADP
fis-3605	34	36	the	the	DET
fis-3605	34	37	previous	previous	ADJ
fis-3605	34	38	applied	apply	VERB
fis-3605	34	39	stress	stress	NOUN
fis-3605	34	40	level	level	NOUN
fis-3605	34	41	.	.	PUNCT
fis-3605	35	1	a	a	DET
fis-3605	35	2	gradual	gradual	ADJ
fis-3605	35	3	fatigue	fatigue	NOUN
fis-3605	35	4	test	test	NOUN
fis-3605	35	5	can	can	AUX
fis-3605	35	6	also	also	ADV
fis-3605	35	7	be	be	AUX
fis-3605	35	8	performed	perform	VERB
fis-3605	35	9	,	,	PUNCT
fis-3605	35	10	gradually	gradually	ADV
fis-3605	35	11	increasing	increase	VERB
fis-3605	35	12	the	the	DET
fis-3605	35	13	applied	applied	ADJ
fis-3605	35	14	stress	stress	NOUN
fis-3605	35	15	,	,	PUNCT
fis-3605	35	16	and	and	CCONJ
fis-3605	35	17	recording	record	VERB
fis-3605	35	18	the	the	DET
fis-3605	35	19	stabilization	stabilization	NOUN
fis-3605	35	20	temperatures	temperature	NOUN
fis-3605	35	21	.	.	PUNCT
fis-3605	36	1	the	the	DET
fis-3605	36	2	entire	entire	ADJ
fis-3605	36	3	s	s	NOUN
fis-3605	36	4	-	-	PUNCT
fis-3605	36	5	n	n	PRON
fis-3605	36	6	curve	curve	NOUN
fis-3605	36	7	of	of	ADP
fis-3605	36	8	the	the	DET
fis-3605	36	9	material	material	NOUN
fis-3605	36	10	is	be	AUX
fis-3605	36	11	thus	thus	ADV
fis-3605	36	12	obtained	obtain	VERB
fis-3605	36	13	by	by	ADP
fis-3605	36	14	adopting	adopt	VERB
fis-3605	36	15	a	a	DET
fis-3605	36	16	limited	limited	ADJ
fis-3605	36	17	number	number	NOUN
fis-3605	36	18	of	of	ADP
fis-3605	36	19	specimens	specimen	NOUN
fis-3605	36	20	and	and	CCONJ
fis-3605	36	21	in	in	ADP
fis-3605	36	22	a	a	DET
fis-3605	36	23	concise	concise	ADJ
fis-3605	36	24	time	time	NOUN
fis-3605	36	25	(	(	PUNCT
fis-3605	36	26	risitano	risitano	VERB
fis-3605	36	27	thermographic	thermographic	ADJ
fis-3605	36	28	method	method	NOUN
fis-3605	36	29	,	,	PUNCT
fis-3605	36	30	r	r	NOUN
fis-3605	36	31	-	-	PUNCT
fis-3605	36	32	tm	tm	NOUN
fis-3605	36	33	)	)	PUNCT
fis-3605	37	1	[	[	X
fis-3605	37	2	9	9	NUM
fis-3605	37	3	]	]	PUNCT
fis-3605	37	4	.	.	PUNCT
fis-3605	38	1	over	over	ADP
fis-3605	38	2	the	the	DET
fis-3605	38	3	past	past	ADJ
fis-3605	38	4	thirty	thirty	NUM
fis-3605	38	5	years	year	NOUN
fis-3605	38	6	,	,	PUNCT
fis-3605	38	7	rtm	rtm	NOUN
fis-3605	38	8	has	have	AUX
fis-3605	38	9	been	be	AUX
fis-3605	38	10	applied	apply	VERB
fis-3605	38	11	to	to	ADP
fis-3605	38	12	different	different	ADJ
fis-3605	38	13	materials	material	NOUN
fis-3605	38	14	,	,	PUNCT
fis-3605	38	15	from	from	ADP
fis-3605	38	16	steels	steel	NOUN
fis-3605	38	17	to	to	ADP
fis-3605	38	18	composites	composite	NOUN
fis-3605	38	19	.	.	PUNCT
fis-3605	39	1	in	in	ADP
fis-3605	39	2	2010	2010	NUM
fis-3605	39	3	,	,	PUNCT
fis-3605	39	4	clienti	clienti	PROPN
fis-3605	39	5	et	et	PROPN
fis-3605	39	6	al	al	PROPN
fis-3605	39	7	.	.	PUNCT
fis-3605	40	1	[	[	X
fis-3605	40	2	10	10	NUM
fis-3605	40	3	]	]	PUNCT
fis-3605	40	4	applied	apply	VERB
fis-3605	40	5	infrared	infrared	ADJ
fis-3605	40	6	thermography	thermography	NOUN
fis-3605	40	7	on	on	ADP
fis-3605	40	8	specimens	specimen	NOUN
fis-3605	40	9	subject	subject	ADJ
fis-3605	40	10	to	to	ADP
fis-3605	40	11	static	static	ADJ
fis-3605	40	12	tensile	tensile	NOUN
fis-3605	40	13	loads	load	NOUN
fis-3605	40	14	.	.	PUNCT
fis-3605	41	1	they	they	PRON
fis-3605	41	2	observed	observe	VERB
fis-3605	41	3	how	how	SCONJ
fis-3605	41	4	during	during	ADP
fis-3605	41	5	the	the	DET
fis-3605	41	6	static	static	ADJ
fis-3605	41	7	test	test	NOUN
fis-3605	41	8	,	,	PUNCT
fis-3605	41	9	the	the	DET
fis-3605	41	10	superficial	superficial	ADJ
fis-3605	41	11	specimen	speciman	NOUN
fis-3605	41	12	’s	’s	PART
fis-3605	41	13	temperature	temperature	NOUN
fis-3605	41	14	shows	show	VERB
fis-3605	41	15	a	a	DET
fis-3605	41	16	decrease	decrease	NOUN
fis-3605	41	17	,	,	PUNCT
fis-3605	41	18	due	due	ADP
fis-3605	41	19	to	to	ADP
fis-3605	41	20	the	the	DET
fis-3605	41	21	linear	linear	ADJ
fis-3605	41	22	thermoelastic	thermoelastic	ADJ
fis-3605	41	23	law	law	NOUN
fis-3605	41	24	by	by	ADP
fis-3605	41	25	lord	lord	PROPN
fis-3605	41	26	kelvin	kelvin	PROPN
fis-3605	42	1	[	[	X
fis-3605	42	2	17	17	NUM
fis-3605	42	3	]	]	PUNCT
fis-3605	42	4	for	for	ADP
fis-3605	42	5	the	the	DET
fis-3605	42	6	first	first	ADJ
fis-3605	42	7	time	time	NOUN
fis-3605	42	8	,	,	PUNCT
fis-3605	42	9	they	they	PRON
fis-3605	42	10	correlated	correlate	VERB
fis-3605	42	11	the	the	DET
fis-3605	42	12	limit	limit	NOUN
fis-3605	42	13	stress	stress	NOUN
fis-3605	42	14	σlim	σlim	PROPN
fis-3605	42	15	,	,	PUNCT
fis-3605	42	16	a	a	DET
fis-3605	42	17	macroscopic	macroscopic	ADJ
fis-3605	42	18	damage	damage	NOUN
fis-3605	42	19	stress	stress	NOUN
fis-3605	42	20	for	for	ADP
fis-3605	42	21	the	the	DET
fis-3605	42	22	material	material	NOUN
fis-3605	42	23	,	,	PUNCT
fis-3605	42	24	at	at	ADP
fis-3605	42	25	the	the	DET
fis-3605	42	26	first	first	ADJ
fis-3605	42	27	deviation	deviation	NOUN
fis-3605	42	28	from	from	ADP
fis-3605	42	29	the	the	DET
fis-3605	42	30	linearity	linearity	NOUN
fis-3605	42	31	of	of	ADP
fis-3605	42	32	the	the	DET
fis-3605	42	33	temperature	temperature	NOUN
fis-3605	42	34	decrease	decrease	NOUN
fis-3605	42	35	∆t	∆t	VERB
fis-3605	42	36	during	during	ADP
fis-3605	42	37	the	the	DET
fis-3605	42	38	uniaxial	uniaxial	ADJ
fis-3605	42	39	test	test	NOUN
fis-3605	42	40	performed	perform	VERB
fis-3605	42	41	on	on	ADP
fis-3605	42	42	plastics	plastic	NOUN
fis-3605	42	43	.	.	PUNCT
fis-3605	43	1	in	in	ADP
fis-3605	43	2	2013	2013	NUM
fis-3605	43	3	risitano	risitano	NOUN
fis-3605	43	4	and	and	CCONJ
fis-3605	43	5	risitano	risitano	VERB
fis-3605	43	6	[	[	X
fis-3605	43	7	11	11	NUM
fis-3605	43	8	]	]	PUNCT
fis-3605	43	9	proposed	propose	VERB
fis-3605	43	10	a	a	DET
fis-3605	43	11	methodology	methodology	NOUN
fis-3605	43	12	to	to	PART
fis-3605	43	13	evaluate	evaluate	VERB
fis-3605	43	14	the	the	DET
fis-3605	43	15	first	first	ADJ
fis-3605	43	16	damage	damage	NOUN
fis-3605	43	17	inside	inside	ADP
fis-3605	43	18	the	the	DET
fis-3605	43	19	material	material	NOUN
fis-3605	43	20	by	by	ADP
fis-3605	43	21	monitoring	monitor	VERB
fis-3605	43	22	the	the	DET
fis-3605	43	23	temperature	temperature	NOUN
fis-3605	43	24	trend	trend	NOUN
fis-3605	43	25	during	during	ADP
fis-3605	43	26	a	a	DET
fis-3605	43	27	uniaxial	uniaxial	ADJ
fis-3605	43	28	tensile	tensile	NOUN
fis-3605	43	29	test	test	NOUN
fis-3605	43	30	.	.	PUNCT
fis-3605	44	1	during	during	ADP
fis-3605	44	2	a	a	DET
fis-3605	44	3	static	static	ADJ
fis-3605	44	4	tensile	tensile	NOUN
fis-3605	44	5	test	test	NOUN
fis-3605	44	6	of	of	ADP
fis-3605	44	7	common	common	ADJ
fis-3605	44	8	engineering	engineering	NOUN
fis-3605	44	9	materials	material	NOUN
fis-3605	44	10	,	,	PUNCT
fis-3605	44	11	the	the	DET
fis-3605	44	12	temperature	temperature	NOUN
fis-3605	44	13	evolution	evolution	NOUN
fis-3605	44	14	detected	detect	VERB
fis-3605	44	15	employing	employ	VERB
fis-3605	44	16	an	an	DET
fis-3605	44	17	infrared	infrared	ADJ
fis-3605	44	18	camera	camera	NOUN
fis-3605	44	19	is	be	AUX
fis-3605	44	20	characterized	characterize	VERB
fis-3605	44	21	by	by	ADP
fis-3605	44	22	three	three	NUM
fis-3605	44	23	phases	phase	NOUN
fis-3605	44	24	(	(	PUNCT
fis-3605	44	25	fig	fig	NOUN
fis-3605	44	26	.	.	PUNCT
fis-3605	44	27	1	1	NUM
fis-3605	44	28	)	)	PUNCT
fis-3605	44	29	.	.	PUNCT
fis-3605	45	1	firstly	firstly	ADV
fis-3605	45	2	,	,	PUNCT
fis-3605	45	3	an	an	DET
fis-3605	45	4	approximately	approximately	ADV
fis-3605	45	5	linear	linear	ADJ
fis-3605	45	6	decrease	decrease	NOUN
fis-3605	45	7	due	due	ADP
fis-3605	45	8	to	to	ADP
fis-3605	45	9	the	the	DET
fis-3605	45	10	thermoelastic	thermoelastic	ADJ
fis-3605	45	11	effect	effect	NOUN
fis-3605	45	12	(	(	PUNCT
fis-3605	45	13	phase	phase	NOUN
fis-3605	45	14	i	i	PROPN
fis-3605	45	15	)	)	PUNCT
fis-3605	45	16	;	;	PUNCT
fis-3605	45	17	therefore	therefore	ADV
fis-3605	45	18	,	,	PUNCT
fis-3605	45	19	the	the	DET
fis-3605	45	20	temperature	temperature	NOUN
fis-3605	45	21	deviates	deviate	VERB
fis-3605	45	22	from	from	ADP
fis-3605	45	23	linearity	linearity	NOUN
fis-3605	45	24	up	up	ADP
fis-3605	45	25	to	to	ADP
fis-3605	45	26	a	a	DET
fis-3605	45	27	minimum	minimum	ADJ
fis-3605	45	28	temperature	temperature	NOUN
fis-3605	45	29	value	value	NOUN
fis-3605	45	30	(	(	PUNCT
fis-3605	45	31	phase	phase	NOUN
fis-3605	45	32	ii	ii	NOUN
fis-3605	45	33	)	)	PUNCT
fis-3605	45	34	,	,	PUNCT
fis-3605	45	35	then	then	ADV
fis-3605	45	36	undergoes	undergo	VERB
fis-3605	45	37	to	to	ADP
fis-3605	45	38	a	a	DET
fis-3605	45	39	higher	high	ADJ
fis-3605	45	40	increase	increase	NOUN
fis-3605	45	41	until	until	SCONJ
fis-3605	45	42	the	the	DET
fis-3605	45	43	material	material	NOUN
fis-3605	45	44	fails	fail	VERB
fis-3605	45	45	(	(	PUNCT
fis-3605	45	46	phase	phase	NOUN
fis-3605	45	47	iii	iii	NOUN
fis-3605	45	48	)	)	PUNCT
fis-3605	45	49	.	.	PUNCT
fis-3605	46	1	under	under	ADP
fis-3605	46	2	uniaxial	uniaxial	ADJ
fis-3605	46	3	stress	stress	NOUN
fis-3605	46	4	and	and	CCONJ
fis-3605	46	5	adiabatic	adiabatic	ADJ
fis-3605	46	6	test	test	NOUN
fis-3605	46	7	conditions	condition	NOUN
fis-3605	46	8	,	,	PUNCT
fis-3605	46	9	lord	lord	PROPN
fis-3605	46	10	kelvin	kelvin	PROPN
fis-3605	46	11	's	's	PART
fis-3605	46	12	thermoelastic	thermoelastic	ADJ
fis-3605	46	13	law	law	NOUN
fis-3605	46	14	can	can	AUX
fis-3605	46	15	be	be	AUX
fis-3605	46	16	simplified	simplify	VERB
fis-3605	46	17	as	as	ADP
fis-3605	46	18	:	:	PUNCT
fis-3605	46	19	m	m	VERB
fis-3605	46	20	0	0	NUM
fis-3605	46	21	mδt=	mδt=	NOUN
fis-3605	46	22	 	 	SPACE
fis-3605	46	23	k	k	PROPN
fis-3605	46	24	t	t	PROPN
fis-3605	46	25	σ	σ	PROPN
fis-3605	46	26	(	(	PUNCT
fis-3605	46	27	1	1	NUM
fis-3605	46	28	)	)	PUNCT
fis-3605	46	29	here	here	ADV
fis-3605	46	30	km	km	PROPN
fis-3605	46	31	is	be	AUX
fis-3605	46	32	the	the	DET
fis-3605	46	33	thermoelastic	thermoelastic	ADJ
fis-3605	46	34	coefficient	coefficient	NOUN
fis-3605	46	35	(	(	PUNCT
fis-3605	46	36	pa-1	pa-1	NUM
fis-3605	46	37	)	)	PUNCT
fis-3605	46	38	,	,	PUNCT
fis-3605	46	39	t0	t0	PROPN
fis-3605	46	40	is	be	AUX
fis-3605	46	41	the	the	DET
fis-3605	46	42	initial	initial	ADJ
fis-3605	46	43	specimen	speciman	NOUN
fis-3605	46	44	’s	’s	PART
fis-3605	46	45	temperature	temperature	NOUN
fis-3605	46	46	(	(	PUNCT
fis-3605	46	47	k	k	NOUN
fis-3605	46	48	)	)	PUNCT
fis-3605	46	49	,	,	PUNCT
fis-3605	46	50	and	and	CCONJ
fis-3605	46	51	σm	σm	INTJ
fis-3605	46	52	is	be	AUX
fis-3605	46	53	the	the	DET
fis-3605	46	54	average	average	ADJ
fis-3605	46	55	stress	stress	NOUN
fis-3605	46	56	in	in	ADP
fis-3605	46	57	the	the	DET
fis-3605	46	58	specimen	speciman	NOUN
fis-3605	46	59	cross	cross	NOUN
fis-3605	46	60	-	-	NOUN
fis-3605	46	61	section	section	NOUN
fis-3605	46	62	(	(	PUNCT
fis-3605	46	63	mpa	mpa	PROPN
fis-3605	46	64	)	)	PUNCT
fis-3605	46	65	.	.	PUNCT
fis-3605	47	1	within	within	ADP
fis-3605	47	2	the	the	DET
fis-3605	47	3	material	material	NOUN
fis-3605	47	4	,	,	PUNCT
fis-3605	47	5	in	in	ADP
fis-3605	47	6	the	the	DET
fis-3605	47	7	first	first	ADJ
fis-3605	47	8	phase	phase	NOUN
fis-3605	47	9	(	(	PUNCT
fis-3605	47	10	phase	phase	NOUN
fis-3605	47	11	i	i	PROPN
fis-3605	47	12	)	)	PUNCT
fis-3605	47	13	,	,	PUNCT
fis-3605	47	14	where	where	SCONJ
fis-3605	47	15	all	all	DET
fis-3605	47	16	the	the	DET
fis-3605	47	17	crystals	crystal	NOUN
fis-3605	47	18	are	be	AUX
fis-3605	47	19	elastically	elastically	ADV
fis-3605	47	20	stressed	stress	VERB
fis-3605	47	21	,	,	PUNCT
fis-3605	47	22	the	the	DET
fis-3605	47	23	temperature	temperature	NOUN
fis-3605	47	24	trend	trend	NOUN
fis-3605	47	25	follows	follow	VERB
fis-3605	47	26	the	the	DET
fis-3605	47	27	linear	linear	ADJ
fis-3605	47	28	thermoelastic	thermoelastic	ADJ
fis-3605	47	29	law	law	NOUN
fis-3605	47	30	;	;	PUNCT
fis-3605	47	31	while	while	SCONJ
fis-3605	47	32	,	,	PUNCT
fis-3605	47	33	in	in	ADP
fis-3605	47	34	the	the	DET
fis-3605	47	35	second	second	ADJ
fis-3605	47	36	phase	phase	NOUN
fis-3605	47	37	(	(	PUNCT
fis-3605	47	38	phase	phase	NOUN
fis-3605	47	39	ii	ii	NOUN
fis-3605	47	40	)	)	PUNCT
fis-3605	47	41	,	,	PUNCT
fis-3605	47	42	some	some	DET
fis-3605	47	43	crystals	crystal	NOUN
fis-3605	47	44	are	be	AUX
fis-3605	47	45	s	s	PROPN
fis-3605	47	46	d.	d.	PROPN
fis-3605	47	47	milone	milone	PROPN
fis-3605	47	48	et	et	PROPN
fis-3605	47	49	alii	alii	PROPN
fis-3605	47	50	,	,	PUNCT
fis-3605	47	51	frattura	frattura	PROPN
fis-3605	47	52	ed	ed	PROPN
fis-3605	47	53	integrità	integrità	PROPN
fis-3605	47	54	strutturale	strutturale	PROPN
fis-3605	47	55	,	,	PUNCT
fis-3605	47	56	62	62	NUM
fis-3605	47	57	(	(	PUNCT
fis-3605	47	58	2022	2022	NUM
fis-3605	47	59	)	)	PUNCT
fis-3605	47	60	505	505	NUM
fis-3605	47	61	-	-	SYM
fis-3605	47	62	515	515	NUM
fis-3605	47	63	;	;	PUNCT
fis-3605	47	64	doi	doi	NOUN
fis-3605	47	65	:	:	PUNCT
fis-3605	47	66	10.3221	10.3221	NUM
fis-3605	47	67	/	/	SYM
fis-3605	47	68	igf	igf	PROPN
fis-3605	47	69	-	-	PUNCT
fis-3605	47	70	esis.62.34	esis.62.34	NOUN
fis-3605	47	71	507	507	NUM
fis-3605	47	72	plastically	plastically	ADV
fis-3605	47	73	deformed	deform	VERB
fis-3605	47	74	,	,	PUNCT
fis-3605	47	75	and	and	CCONJ
fis-3605	47	76	the	the	DET
fis-3605	47	77	temperature	temperature	NOUN
fis-3605	47	78	trend	trend	NOUN
fis-3605	47	79	deviates	deviate	VERB
fis-3605	47	80	from	from	ADP
fis-3605	47	81	the	the	DET
fis-3605	47	82	linearity	linearity	NOUN
fis-3605	47	83	as	as	SCONJ
fis-3605	47	84	the	the	DET
fis-3605	47	85	plastic	plastic	NOUN
fis-3605	47	86	deformations	deformation	NOUN
fis-3605	47	87	are	be	AUX
fis-3605	47	88	more	more	ADV
fis-3605	47	89	prevalent	prevalent	ADJ
fis-3605	47	90	,	,	PUNCT
fis-3605	47	91	in	in	ADP
fis-3605	47	92	correspondence	correspondence	NOUN
fis-3605	47	93	of	of	ADP
fis-3605	47	94	the	the	DET
fis-3605	47	95	yielding	yield	VERB
fis-3605	47	96	stress	stress	NOUN
fis-3605	47	97	of	of	ADP
fis-3605	47	98	the	the	DET
fis-3605	47	99	material	material	NOUN
fis-3605	47	100	[	[	X
fis-3605	47	101	18,19	18,19	NUM
fis-3605	47	102	]	]	X
fis-3605	47	103	,	,	PUNCT
fis-3605	47	104	temperature	temperature	NOUN
fis-3605	47	105	increase	increase	NOUN
fis-3605	47	106	up	up	ADP
fis-3605	47	107	to	to	ADP
fis-3605	47	108	failure	failure	NOUN
fis-3605	47	109	.	.	PUNCT
fis-3605	48	1	figure	figure	NOUN
fis-3605	48	2	1	1	NUM
fis-3605	48	3	:	:	PUNCT
fis-3605	48	4	qualitative	qualitative	ADJ
fis-3605	48	5	δts	δts	NOUN
fis-3605	48	6	trend	trend	NOUN
fis-3605	48	7	vs	vs	ADP
fis-3605	48	8	machine	machine	NOUN
fis-3605	48	9	time	time	NOUN
fis-3605	48	10	(	(	PUNCT
fis-3605	48	11	t	t	NOUN
fis-3605	48	12	)	)	PUNCT
fis-3605	48	13	vs	vs	ADP
fis-3605	48	14	applied	apply	VERB
fis-3605	48	15	stress	stress	NOUN
fis-3605	48	16	(	(	PUNCT
fis-3605	48	17	σ	σ	NOUN
fis-3605	48	18	)	)	PUNCT
fis-3605	48	19	.	.	PUNCT
fis-3605	49	1	important	important	ADJ
fis-3605	49	2	information	information	NOUN
fis-3605	49	3	derives	derive	VERB
fis-3605	49	4	from	from	ADP
fis-3605	49	5	the	the	DET
fis-3605	49	6	fact	fact	NOUN
fis-3605	49	7	that	that	SCONJ
fis-3605	49	8	,	,	PUNCT
fis-3605	49	9	if	if	SCONJ
fis-3605	49	10	it	it	PRON
fis-3605	49	11	is	be	AUX
fis-3605	49	12	possible	possible	ADJ
fis-3605	49	13	during	during	ADP
fis-3605	49	14	a	a	DET
fis-3605	49	15	static	static	ADJ
fis-3605	49	16	test	test	NOUN
fis-3605	49	17	to	to	PART
fis-3605	49	18	estimate	estimate	VERB
fis-3605	49	19	the	the	DET
fis-3605	49	20	stress	stress	NOUN
fis-3605	49	21	related	relate	VERB
fis-3605	49	22	to	to	ADP
fis-3605	49	23	the	the	DET
fis-3605	49	24	macroscopic	macroscopic	ADJ
fis-3605	49	25	damage	damage	NOUN
fis-3605	49	26	at	at	ADP
fis-3605	49	27	which	which	PRON
fis-3605	49	28	the	the	DET
fis-3605	49	29	temperature	temperature	NOUN
fis-3605	49	30	trend	trend	NOUN
fis-3605	49	31	loses	lose	VERB
fis-3605	49	32	the	the	DET
fis-3605	49	33	linearity	linearity	NOUN
fis-3605	49	34	characteristics	characteristic	NOUN
fis-3605	49	35	,	,	PUNCT
fis-3605	49	36	this	this	DET
fis-3605	49	37	stress	stress	NOUN
fis-3605	49	38	could	could	AUX
fis-3605	49	39	be	be	AUX
fis-3605	49	40	correlated	correlate	VERB
fis-3605	49	41	to	to	ADP
fis-3605	49	42	a	a	DET
fis-3605	49	43	stress	stress	NOUN
fis-3605	49	44	level	level	NOUN
fis-3605	49	45	that	that	PRON
fis-3605	49	46	creates	create	VERB
fis-3605	49	47	microscopic	microscopic	ADJ
fis-3605	49	48	irreversible	irreversible	ADJ
fis-3605	49	49	deformation	deformation	NOUN
fis-3605	49	50	.	.	PUNCT
fis-3605	50	1	this	this	DET
fis-3605	50	2	critical	critical	ADJ
fis-3605	50	3	stress	stress	NOUN
fis-3605	50	4	is	be	AUX
fis-3605	50	5	the	the	DET
fis-3605	50	6	same	same	ADJ
fis-3605	50	7	that	that	SCONJ
fis-3605	50	8	,	,	PUNCT
fis-3605	50	9	if	if	SCONJ
fis-3605	50	10	applied	apply	VERB
fis-3605	50	11	cyclically	cyclically	ADV
fis-3605	50	12	to	to	ADP
fis-3605	50	13	the	the	DET
fis-3605	50	14	material	material	NOUN
fis-3605	50	15	,	,	PUNCT
fis-3605	50	16	will	will	AUX
fis-3605	50	17	lead	lead	VERB
fis-3605	50	18	to	to	ADP
fis-3605	50	19	fatigue	fatigue	NOUN
fis-3605	50	20	failure	failure	NOUN
fis-3605	50	21	.	.	PUNCT
fis-3605	51	1	deep	deep	ADJ
fis-3605	51	2	learning	learning	NOUN
fis-3605	51	3	algorithm	algorithm	PROPN
fis-3605	51	4	a	a	DET
fis-3605	51	5	recurrent	recurrent	ADJ
fis-3605	51	6	neural	neural	ADJ
fis-3605	51	7	network	network	NOUN
fis-3605	51	8	(	(	PUNCT
fis-3605	51	9	rnn	rnn	PROPN
fis-3605	51	10	)	)	PUNCT
fis-3605	51	11	stores	store	NOUN
fis-3605	51	12	information	information	NOUN
fis-3605	51	13	past	past	ADJ
fis-3605	51	14	with	with	ADP
fis-3605	51	15	which	which	PRON
fis-3605	51	16	the	the	DET
fis-3605	51	17	model	model	NOUN
fis-3605	51	18	can	can	AUX
fis-3605	51	19	predict	predict	VERB
fis-3605	51	20	the	the	DET
fis-3605	51	21	future	future	ADJ
fis-3605	51	22	characteristics	characteristic	NOUN
fis-3605	51	23	of	of	ADP
fis-3605	51	24	the	the	DET
fis-3605	51	25	system	system	NOUN
fis-3605	51	26	based	base	VERB
fis-3605	51	27	on	on	ADP
fis-3605	51	28	historical	historical	ADJ
fis-3605	51	29	information	information	NOUN
fis-3605	51	30	.	.	PUNCT
fis-3605	52	1	rnns	rnns	PROPN
fis-3605	52	2	are	be	AUX
fis-3605	52	3	networks	network	NOUN
fis-3605	52	4	made	make	VERB
fis-3605	52	5	up	up	ADP
fis-3605	52	6	of	of	ADP
fis-3605	52	7	loops	loop	NOUN
fis-3605	52	8	(	(	PUNCT
fis-3605	52	9	fig	fig	NOUN
fis-3605	52	10	.	.	NOUN
fis-3605	53	1	2	2	NUM
fis-3605	53	2	)	)	PUNCT
fis-3605	53	3	that	that	PRON
fis-3605	53	4	allow	allow	VERB
fis-3605	53	5	keeping	keep	VERB
fis-3605	53	6	the	the	DET
fis-3605	53	7	information	information	NOUN
fis-3605	53	8	running	run	VERB
fis-3605	53	9	.	.	PUNCT
fis-3605	54	1	rnn	rnn	PROPN
fis-3605	54	2	does	do	AUX
fis-3605	54	3	not	not	PART
fis-3605	54	4	start	start	VERB
fis-3605	54	5	from	from	ADP
fis-3605	54	6	the	the	DET
fis-3605	54	7	first	first	ADJ
fis-3605	54	8	information	information	NOUN
fis-3605	54	9	every	every	DET
fis-3605	54	10	time	time	NOUN
fis-3605	54	11	but	but	CCONJ
fis-3605	54	12	from	from	ADP
fis-3605	54	13	them	they	PRON
fis-3605	54	14	learns	learn	VERB
fis-3605	54	15	from	from	ADP
fis-3605	54	16	the	the	DET
fis-3605	54	17	previous	previous	ADJ
fis-3605	54	18	phenomenon	phenomenon	NOUN
fis-3605	54	19	,	,	PUNCT
fis-3605	54	20	while	while	SCONJ
fis-3605	54	21	conventional	conventional	ADJ
fis-3605	54	22	neural	neural	ADJ
fis-3605	54	23	networks	network	NOUN
fis-3605	54	24	can	can	AUX
fis-3605	54	25	not	not	PART
fis-3605	54	26	do	do	VERB
fis-3605	54	27	that	that	PRON
fis-3605	55	1	[	[	X
fis-3605	55	2	20	20	NUM
fis-3605	55	3	]	]	PUNCT
fis-3605	55	4	.	.	PUNCT
fis-3605	56	1	figure	figure	NOUN
fis-3605	56	2	2	2	NUM
fis-3605	56	3	:	:	PUNCT
fis-3605	56	4	a	a	X
fis-3605	56	5	)	)	PUNCT
fis-3605	56	6	recurrent	recurrent	ADJ
fis-3605	56	7	neural	neural	ADJ
fis-3605	56	8	network	network	NOUN
fis-3605	56	9	loop	loop	NOUN
fis-3605	56	10	;	;	PUNCT
fis-3605	56	11	b	b	X
fis-3605	56	12	)	)	PUNCT
fis-3605	56	13	recurrent	recurrent	ADJ
fis-3605	56	14	neural	neural	ADJ
fis-3605	56	15	network	network	NOUN
fis-3605	56	16	model	model	NOUN
fis-3605	56	17	.	.	PUNCT
fis-3605	57	1	rectangle	rectangle	VERB
fis-3605	57	2	a	a	PRON
fis-3605	57	3	represents	represent	VERB
fis-3605	57	4	the	the	DET
fis-3605	57	5	nucleus	nucleus	NOUN
fis-3605	57	6	of	of	ADP
fis-3605	57	7	the	the	DET
fis-3605	57	8	neural	neural	ADJ
fis-3605	57	9	network	network	NOUN
fis-3605	57	10	(	(	PUNCT
fis-3605	57	11	hidden	hide	VERB
fis-3605	57	12	layer	layer	NOUN
fis-3605	57	13	)	)	PUNCT
fis-3605	57	14	,	,	PUNCT
fis-3605	57	15	which	which	PRON
fis-3605	57	16	receives	receive	VERB
fis-3605	57	17	an	an	DET
fis-3605	57	18	input	input	NOUN
fis-3605	57	19	(	(	PUNCT
fis-3605	57	20	xt	xt	NUM
fis-3605	57	21	)	)	PUNCT
fis-3605	57	22	and	and	CCONJ
fis-3605	57	23	returns	return	VERB
fis-3605	57	24	an	an	DET
fis-3605	57	25	output	output	NOUN
fis-3605	57	26	(	(	PUNCT
fis-3605	57	27	ht	ht	PROPN
fis-3605	57	28	)	)	PUNCT
fis-3605	57	29	.	.	PUNCT
fis-3605	58	1	a	a	DET
fis-3605	58	2	loop	loop	NOUN
fis-3605	58	3	transmits	transmit	VERB
fis-3605	58	4	the	the	DET
fis-3605	58	5	data	datum	NOUN
fis-3605	58	6	before	before	ADP
fis-3605	58	7	moving	move	VERB
fis-3605	58	8	on	on	ADP
fis-3605	58	9	to	to	ADP
fis-3605	58	10	the	the	DET
fis-3605	58	11	next	next	ADJ
fis-3605	58	12	step	step	NOUN
fis-3605	58	13	.	.	PUNCT
fis-3605	59	1	an	an	DET
fis-3605	59	2	rnn	rnn	NOUN
fis-3605	59	3	can	can	AUX
fis-3605	59	4	be	be	AUX
fis-3605	59	5	considered	consider	VERB
fis-3605	59	6	numerous	numerous	ADJ
fis-3605	59	7	copies	copy	NOUN
fis-3605	59	8	of	of	ADP
fis-3605	59	9	the	the	DET
fis-3605	59	10	same	same	ADJ
fis-3605	59	11	network	network	NOUN
fis-3605	59	12	,	,	PUNCT
fis-3605	59	13	in	in	ADP
fis-3605	59	14	which	which	PRON
fis-3605	59	15	each	each	DET
fis-3605	59	16	time	time	NOUN
fis-3605	59	17	a	a	DET
fis-3605	59	18	loop	loop	NOUN
fis-3605	59	19	is	be	AUX
fis-3605	59	20	terminated	terminate	VERB
fis-3605	59	21	,	,	PUNCT
fis-3605	59	22	a	a	DET
fis-3605	59	23	message	message	NOUN
fis-3605	59	24	is	be	AUX
fis-3605	59	25	passed	pass	VERB
fis-3605	59	26	to	to	ADP
fis-3605	59	27	the	the	DET
fis-3605	59	28	following	follow	VERB
fis-3605	59	29	network	network	NOUN
fis-3605	59	30	(	(	PUNCT
fis-3605	59	31	fig	fig	NOUN
fis-3605	59	32	.	.	PUNCT
fis-3605	59	33	2b	2b	NUM
fis-3605	59	34	)	)	PUNCT
fis-3605	59	35	.	.	PUNCT
fis-3605	60	1	long	long	ADJ
fis-3605	60	2	shortterm	shortterm	PROPN
fis-3605	60	3	memory	memory	NOUN
fis-3605	60	4	(	(	PUNCT
fis-3605	60	5	lstm	lstm	NOUN
fis-3605	60	6	)	)	PUNCT
fis-3605	60	7	networks	network	NOUN
fis-3605	60	8	are	be	AUX
fis-3605	60	9	the	the	DET
fis-3605	60	10	same	same	ADJ
fis-3605	60	11	as	as	ADP
fis-3605	60	12	rnns	rnn	NOUN
fis-3605	60	13	.	.	PUNCT
fis-3605	61	1	the	the	DET
fis-3605	61	2	only	only	ADJ
fis-3605	61	3	difference	difference	NOUN
fis-3605	61	4	is	be	AUX
fis-3605	61	5	that	that	SCONJ
fis-3605	61	6	the	the	DET
fis-3605	61	7	hidden	hide	VERB
fis-3605	61	8	layer	layer	NOUN
fis-3605	61	9	updates	update	NOUN
fis-3605	61	10	are	be	AUX
fis-3605	61	11	replaced	replace	VERB
fis-3605	61	12	by	by	ADP
fis-3605	61	13	purpose	purpose	NOUN
fis-3605	61	14	-	-	PUNCT
fis-3605	61	15	built	build	VERB
fis-3605	61	16	memory	memory	NOUN
fis-3605	61	17	cells	cell	NOUN
fis-3605	61	18	[	[	X
fis-3605	61	19	21	21	NUM
fis-3605	61	20	]	]	PUNCT
fis-3605	61	21	.	.	PUNCT
fis-3605	62	1	the	the	DET
fis-3605	62	2	equations	equation	NOUN
fis-3605	62	3	below	below	ADP
fis-3605	62	4	represent	represent	VERB
fis-3605	62	5	inputs	input	NOUN
fis-3605	62	6	and	and	CCONJ
fis-3605	62	7	outputs	output	NOUN
fis-3605	62	8	coming	come	VERB
fis-3605	62	9	from	from	ADP
fis-3605	62	10	the	the	DET
fis-3605	62	11	hidden	hide	VERB
fis-3605	62	12	layer	layer	NOUN
fis-3605	62	13	of	of	ADP
fis-3605	62	14	fig	fig	NOUN
fis-3605	62	15	.	.	PUNCT
fis-3605	63	1	3	3	X
fis-3605	63	2	.	.	X
fis-3605	63	3	d.	d.	PROPN
fis-3605	63	4	milone	milone	PROPN
fis-3605	63	5	et	et	PROPN
fis-3605	63	6	alii	alii	PROPN
fis-3605	63	7	,	,	PUNCT
fis-3605	63	8	frattura	frattura	PROPN
fis-3605	63	9	ed	ed	PROPN
fis-3605	63	10	integrità	integrità	PROPN
fis-3605	63	11	strutturale	strutturale	PROPN
fis-3605	63	12	,	,	PUNCT
fis-3605	63	13	62	62	NUM
fis-3605	63	14	(	(	PUNCT
fis-3605	63	15	2022	2022	NUM
fis-3605	63	16	)	)	PUNCT
fis-3605	64	1	505	505	NUM
fis-3605	64	2	-	-	SYM
fis-3605	64	3	515	515	NUM
fis-3605	64	4	;	;	PUNCT
fis-3605	64	5	doi	doi	NOUN
fis-3605	64	6	:	:	PUNCT
fis-3605	64	7	10.3221	10.3221	NUM
fis-3605	64	8	/	/	SYM
fis-3605	64	9	igf	igf	PROPN
fis-3605	64	10	-	-	PUNCT
fis-3605	64	11	esis.62.34	esis.62.34	NOUN
fis-3605	64	12	508	508	NUM
fis-3605	64	13			NOUN
fis-3605	64	14	t	t	NOUN
fis-3605	64	15	xi	xi	PUNCT
fis-3605	64	16	t	t	PROPN
fis-3605	64	17	hi	hi	PROPN
fis-3605	64	18	t-1	t-1	PROPN
fis-3605	64	19	ci	ci	PROPN
fis-3605	64	20	t-1	t-1	PROPN
fis-3605	64	21	ii	ii	PROPN
fis-3605	65	1	=	=	PROPN
fis-3605	65	2	σ	σ	PROPN
fis-3605	65	3	w	w	PROPN
fis-3605	65	4	x	x	PUNCT
fis-3605	66	1	+	+	NOUN
fis-3605	66	2	w	w	NOUN
fis-3605	66	3	h	h	NOUN
fis-3605	67	1	+	+	NOUN
fis-3605	67	2	w	w	PROPN
fis-3605	67	3	c	c	PROPN
fis-3605	68	1	+	+	NOUN
fis-3605	68	2	b	b	X
fis-3605	68	3	(	(	PUNCT
fis-3605	68	4	2	2	NUM
fis-3605	68	5	)	)	PUNCT
fis-3605	68	6	t	t	PROPN
fis-3605	68	7	xf	xf	PROPN
fis-3605	68	8	t	t	PROPN
fis-3605	68	9	hf	hf	PROPN
fis-3605	68	10	t-1	t-1	PROPN
fis-3605	68	11	cf	cf	PROPN
fis-3605	68	12	t-1	t-1	PROPN
fis-3605	68	13	ff	ff	PROPN
fis-3605	68	14	=	=	PROPN
fis-3605	68	15	σ(w	σ(w	PROPN
fis-3605	68	16	x	x	PUNCT
fis-3605	69	1	+	+	NOUN
fis-3605	69	2	w	w	NOUN
fis-3605	69	3	h	h	NOUN
fis-3605	70	1	+	+	NOUN
fis-3605	70	2	w	w	PROPN
fis-3605	70	3	c	c	PROPN
fis-3605	70	4	+	+	NOUN
fis-3605	70	5	b	b	NOUN
fis-3605	70	6	)	)	PUNCT
fis-3605	70	7	(	(	PUNCT
fis-3605	70	8	3	3	X
fis-3605	70	9	)	)	PUNCT
fis-3605	70	10	t	t	PROPN
fis-3605	70	11	t	t	PROPN
fis-3605	70	12	t-1	t-1	PROPN
fis-3605	70	13	t	t	PROPN
fis-3605	70	14	xc	xc	PROPN
fis-3605	70	15	t	t	PROPN
fis-3605	70	16	hc	hc	PROPN
fis-3605	70	17	t-1	t-1	PROPN
fis-3605	70	18	cc	cc	PROPN
fis-3605	70	19	=	=	NOUN
fis-3605	70	20	f	f	PROPN
fis-3605	70	21	c	c	PROPN
fis-3605	71	1	+	+	NOUN
fis-3605	71	2	i	i	NOUN
fis-3605	71	3	tanh(w	tanh(w	VERB
fis-3605	71	4	x	x	PUNCT
fis-3605	72	1	+	+	NOUN
fis-3605	72	2	w	w	NOUN
fis-3605	72	3	h	h	NOUN
fis-3605	73	1	+	+	NOUN
fis-3605	73	2	b	b	NOUN
fis-3605	73	3	)	)	PUNCT
fis-3605	73	4	(	(	PUNCT
fis-3605	73	5	4	4	X
fis-3605	73	6	)	)	PUNCT
fis-3605	73	7	t	t	PROPN
fis-3605	73	8	xo	xo	PROPN
fis-3605	73	9	t	t	PROPN
fis-3605	73	10	ho	ho	PROPN
fis-3605	73	11	t-1	t-1	PROPN
fis-3605	73	12	co	co	PROPN
fis-3605	73	13	t	t	PROPN
fis-3605	73	14	oo	oo	ADV
fis-3605	73	15	=	=	PROPN
fis-3605	73	16	σ(w	σ(w	PROPN
fis-3605	73	17	x	x	PUNCT
fis-3605	74	1	+	+	NOUN
fis-3605	74	2	w	w	NOUN
fis-3605	74	3	h	h	NOUN
fis-3605	75	1	+	+	NOUN
fis-3605	75	2	w	w	PROPN
fis-3605	75	3	c	c	PROPN
fis-3605	75	4	+	+	NOUN
fis-3605	75	5	b	b	NOUN
fis-3605	75	6	)	)	PUNCT
fis-3605	75	7	(	(	PUNCT
fis-3605	75	8	5	5	X
fis-3605	75	9	)	)	PUNCT
fis-3605	75	10	t	t	NOUN
fis-3605	75	11	t	t	NOUN
fis-3605	75	12	th	th	X
fis-3605	75	13	=	=	NOUN
fis-3605	75	14	o	o	X
fis-3605	75	15	tanh(c	tanh(c	PROPN
fis-3605	75	16	)	)	PUNCT
fis-3605	75	17	(	(	PUNCT
fis-3605	75	18	6	6	X
fis-3605	75	19	)	)	PUNCT
fis-3605	75	20	figure	figure	NOUN
fis-3605	75	21	3	3	NUM
fis-3605	75	22	:	:	PUNCT
fis-3605	75	23	long	long	ADJ
fis-3605	75	24	shortterm	shortterm	PROPN
fis-3605	75	25	memory	memory	NOUN
fis-3605	75	26	network	network	NOUN
fis-3605	75	27	[	[	X
fis-3605	75	28	18	18	NUM
fis-3605	75	29	]	]	PUNCT
fis-3605	75	30	.	.	PUNCT
fis-3605	76	1	in	in	ADP
fis-3605	76	2	the	the	DET
fis-3605	76	3	figure	figure	NOUN
fis-3605	76	4	above	above	ADV
fis-3605	76	5	,	,	PUNCT
fis-3605	76	6	σ	σ	PROPN
fis-3605	76	7	is	be	AUX
fis-3605	76	8	the	the	DET
fis-3605	76	9	logistic	logistic	ADJ
fis-3605	76	10	sigmoid	sigmoid	NOUN
fis-3605	76	11	function	function	NOUN
fis-3605	76	12	(	(	PUNCT
fis-3605	76	13	its	its	PRON
fis-3605	76	14	domain	domain	NOUN
fis-3605	76	15	is	be	AUX
fis-3605	76	16	the	the	DET
fis-3605	76	17	set	set	NOUN
fis-3605	76	18	of	of	ADP
fis-3605	76	19	all	all	DET
fis-3605	76	20	real	real	ADJ
fis-3605	76	21	numbers	number	NOUN
fis-3605	76	22	and	and	CCONJ
fis-3605	76	23	its	its	PRON
fis-3605	76	24	range	range	NOUN
fis-3605	76	25	is	be	AUX
fis-3605	76	26	0÷1	0÷1	NUM
fis-3605	76	27	)	)	PUNCT
fis-3605	76	28	;	;	PUNCT
fis-3605	76	29	i	i	PRON
fis-3605	76	30	the	the	DET
fis-3605	76	31	input	input	NOUN
fis-3605	76	32	gate	gate	NOUN
fis-3605	76	33	(	(	PUNCT
fis-3605	76	34	this	this	DET
fis-3605	76	35	gate	gate	NOUN
fis-3605	76	36	process	process	NOUN
fis-3605	76	37	the	the	DET
fis-3605	76	38	ht-1+xt	ht-1+xt	PROPN
fis-3605	76	39	and	and	CCONJ
fis-3605	76	40	gives	give	VERB
fis-3605	76	41	out	out	ADP
fis-3605	76	42	new	new	ADJ
fis-3605	76	43	input	input	NOUN
fis-3605	76	44	using	use	VERB
fis-3605	76	45	the	the	DET
fis-3605	76	46	activation	activation	NOUN
fis-3605	76	47	function	function	NOUN
fis-3605	76	48	which	which	PRON
fis-3605	76	49	is	be	AUX
fis-3605	76	50	usually	usually	ADV
fis-3605	76	51	sigmoid	sigmoid	NOUN
fis-3605	76	52	activation	activation	NOUN
fis-3605	76	53	function	function	NOUN
fis-3605	76	54	,	,	PUNCT
fis-3605	76	55	again	again	ADV
fis-3605	76	56	in	in	ADP
fis-3605	76	57	the	the	DET
fis-3605	76	58	range	range	NOUN
fis-3605	76	59	of	of	ADP
fis-3605	76	60	0	0	NUM
fis-3605	76	61	to	to	PART
fis-3605	76	62	1	1	NUM
fis-3605	76	63	,	,	PUNCT
fis-3605	76	64	not	not	PART
fis-3605	76	65	ignoring	ignore	VERB
fis-3605	76	66	any	any	DET
fis-3605	76	67	information	information	NOUN
fis-3605	76	68	like	like	ADP
fis-3605	76	69	forget	forget	VERB
fis-3605	76	70	gate	gate	PROPN
fis-3605	76	71	)	)	PUNCT
fis-3605	76	72	;	;	PUNCT
fis-3605	76	73	f	f	PROPN
fis-3605	76	74	the	the	DET
fis-3605	76	75	forget	forget	PROPN
fis-3605	76	76	gate	gate	NOUN
fis-3605	76	77	(	(	PUNCT
fis-3605	76	78	this	this	DET
fis-3605	76	79	gate	gate	NOUN
fis-3605	76	80	sorts	sort	VERB
fis-3605	76	81	out	out	ADP
fis-3605	76	82	the	the	DET
fis-3605	76	83	relevant	relevant	ADJ
fis-3605	76	84	and	and	CCONJ
fis-3605	76	85	irrelevant	irrelevant	ADJ
fis-3605	76	86	information	information	NOUN
fis-3605	76	87	and	and	CCONJ
fis-3605	76	88	pushes	push	VERB
fis-3605	76	89	forward	forward	ADV
fis-3605	76	90	,	,	PUNCT
fis-3605	76	91	only	only	ADV
fis-3605	76	92	the	the	DET
fis-3605	76	93	relevant	relevant	ADJ
fis-3605	76	94	information	information	NOUN
fis-3605	76	95	towards	towards	ADP
fis-3605	76	96	the	the	DET
fis-3605	76	97	cell	cell	NOUN
fis-3605	76	98	state	state	NOUN
fis-3605	76	99	ht-1+xt	ht-1+xt	PROPN
fis-3605	76	100	)	)	PUNCT
fis-3605	76	101	.	.	PUNCT
fis-3605	77	1	the	the	DET
fis-3605	77	2	ht-1	ht-1	PUNCT
fis-3605	77	3	is	be	AUX
fis-3605	77	4	the	the	DET
fis-3605	77	5	previous	previous	ADJ
fis-3605	77	6	hidden	hidden	ADJ
fis-3605	77	7	state	state	NOUN
fis-3605	77	8	,	,	PUNCT
fis-3605	77	9	and	and	CCONJ
fis-3605	77	10	xt	xt	ADP
fis-3605	77	11	the	the	DET
fis-3605	77	12	current	current	ADJ
fis-3605	77	13	input	input	NOUN
fis-3605	77	14	;	;	PUNCT
fis-3605	77	15	the	the	DET
fis-3605	77	16	addition	addition	NOUN
fis-3605	77	17	of	of	ADP
fis-3605	77	18	both	both	PRON
fis-3605	77	19	is	be	AUX
fis-3605	77	20	processed	process	VERB
fis-3605	77	21	under	under	ADP
fis-3605	77	22	the	the	DET
fis-3605	77	23	sigmoid	sigmoid	NOUN
fis-3605	77	24	function	function	NOUN
fis-3605	77	25	,	,	PUNCT
fis-3605	77	26	which	which	PRON
fis-3605	77	27	will	will	AUX
fis-3605	77	28	convert	convert	VERB
fis-3605	77	29	the	the	DET
fis-3605	77	30	output	output	NOUN
fis-3605	77	31	value	value	NOUN
fis-3605	77	32	in	in	ADP
fis-3605	77	33	the	the	DET
fis-3605	77	34	range	range	NOUN
fis-3605	77	35	0÷1	0÷1	NUM
fis-3605	77	36	.	.	PUNCT
fis-3605	78	1	the	the	DET
fis-3605	78	2	“	"	PUNCT
fis-3605	78	3	o	o	NOUN
fis-3605	78	4	”	"	PUNCT
fis-3605	78	5	symbol	symbol	NOUN
fis-3605	78	6	represents	represent	VERB
fis-3605	78	7	the	the	DET
fis-3605	78	8	output	output	NOUN
fis-3605	78	9	gate	gate	NOUN
fis-3605	78	10	;	;	PUNCT
fis-3605	78	11	“	"	PUNCT
fis-3605	78	12	c	c	X
fis-3605	78	13	”	"	PUNCT
fis-3605	78	14	the	the	DET
fis-3605	78	15	cell	cell	NOUN
fis-3605	78	16	vectors	vector	NOUN
fis-3605	78	17	,	,	PUNCT
fis-3605	78	18	and	and	CCONJ
fis-3605	78	19	“	"	PUNCT
fis-3605	78	20	h	h	NOUN
fis-3605	78	21	”	"	PUNCT
fis-3605	78	22	the	the	DET
fis-3605	78	23	hidden	hide	VERB
fis-3605	78	24	vectors	vector	NOUN
fis-3605	78	25	[	[	X
fis-3605	78	26	19	19	NUM
fis-3605	78	27	]	]	PUNCT
fis-3605	78	28	.	.	PUNCT
fis-3605	79	1	the	the	DET
fis-3605	79	2	weight	weight	NOUN
fis-3605	79	3	matrix	matrix	NOUN
fis-3605	79	4	controls	control	VERB
fis-3605	79	5	the	the	DET
fis-3605	79	6	weights	weight	NOUN
fis-3605	79	7	representing	represent	VERB
fis-3605	79	8	the	the	DET
fis-3605	79	9	influence	influence	NOUN
fis-3605	79	10	of	of	ADP
fis-3605	79	11	the	the	DET
fis-3605	79	12	input	input	NOUN
fis-3605	79	13	on	on	ADP
fis-3605	79	14	the	the	DET
fis-3605	79	15	output	output	NOUN
fis-3605	79	16	.	.	PUNCT
fis-3605	80	1	for	for	ADP
fis-3605	80	2	example	example	NOUN
fis-3605	80	3	,	,	PUNCT
fis-3605	80	4	whi	whi	PROPN
fis-3605	80	5	is	be	AUX
fis-3605	80	6	the	the	DET
fis-3605	80	7	hidden	hide	VERB
fis-3605	80	8	input	input	NOUN
fis-3605	80	9	gate	gate	NOUN
fis-3605	80	10	matrix	matrix	NOUN
fis-3605	80	11	,	,	PUNCT
fis-3605	80	12	who	who	PRON
fis-3605	80	13	is	be	AUX
fis-3605	80	14	the	the	DET
fis-3605	80	15	input	input	NOUN
fis-3605	80	16	-	-	PUNCT
fis-3605	80	17	output	output	NOUN
fis-3605	80	18	gate	gate	NOUN
fis-3605	80	19	matrix	matrix	NOUN
fis-3605	80	20	etc	etc	X
fis-3605	80	21	.	.	PUNCT
fis-3605	81	1	the	the	DET
fis-3605	81	2	weight	weight	NOUN
fis-3605	81	3	matrices	matrix	NOUN
fis-3605	81	4	from	from	ADP
fis-3605	81	5	the	the	DET
fis-3605	81	6	cell	cell	NOUN
fis-3605	81	7	to	to	ADP
fis-3605	81	8	the	the	DET
fis-3605	81	9	gate	gate	NOUN
fis-3605	81	10	vectors	vector	NOUN
fis-3605	81	11	are	be	AUX
fis-3605	81	12	diagonal	diagonal	ADJ
fis-3605	81	13	,	,	PUNCT
fis-3605	81	14	so	so	SCONJ
fis-3605	81	15	the	the	DET
fis-3605	81	16	m	m	PROPN
fis-3605	81	17	element	element	NOUN
fis-3605	81	18	in	in	ADP
fis-3605	81	19	each	each	DET
fis-3605	81	20	gate	gate	NOUN
fis-3605	81	21	vector	vector	NOUN
fis-3605	81	22	receives	receive	VERB
fis-3605	81	23	input	input	NOUN
fis-3605	81	24	only	only	ADV
fis-3605	81	25	from	from	ADP
fis-3605	81	26	the	the	DET
fis-3605	81	27	elements	element	NOUN
fis-3605	81	28	of	of	ADP
fis-3605	81	29	the	the	DET
fis-3605	81	30	vector	vector	NOUN
fis-3605	81	31	cell	cell	NOUN
fis-3605	81	32	.	.	PUNCT
fis-3605	82	1	in	in	ADP
fis-3605	82	2	the	the	DET
fis-3605	82	3	bidirectional	bidirectional	ADJ
fis-3605	82	4	lstm	lstm	NOUN
fis-3605	82	5	,	,	PUNCT
fis-3605	82	6	in	in	ADP
fis-3605	82	7	a	a	DET
fis-3605	82	8	given	give	VERB
fis-3605	82	9	time	time	NOUN
fis-3605	82	10	interval	interval	NOUN
fis-3605	82	11	,	,	PUNCT
fis-3605	82	12	it	it	PRON
fis-3605	82	13	is	be	AUX
fis-3605	82	14	possible	possible	ADJ
fis-3605	82	15	to	to	PART
fis-3605	82	16	have	have	VERB
fis-3605	82	17	access	access	NOUN
fis-3605	82	18	,	,	PUNCT
fis-3605	82	19	in	in	ADP
fis-3605	82	20	the	the	DET
fis-3605	82	21	activity	activity	NOUN
fis-3605	82	22	of	of	ADP
fis-3605	82	23	coding	code	VERB
fis-3605	82	24	in	in	ADP
fis-3605	82	25	sequence	sequence	NOUN
fis-3605	82	26	,	,	PUNCT
fis-3605	82	27	to	to	ADP
fis-3605	82	28	both	both	DET
fis-3605	82	29	future	future	ADJ
fis-3605	82	30	inputs	input	NOUN
fis-3605	82	31	and	and	CCONJ
fis-3605	82	32	past	past	ADJ
fis-3605	82	33	inputs	input	NOUN
fis-3605	82	34	(	(	PUNCT
fis-3605	82	35	fig	fig	NOUN
fis-3605	82	36	.	.	PUNCT
fis-3605	83	1	4	4	NUM
fis-3605	83	2	)	)	PUNCT
fis-3605	83	3	as	as	SCONJ
fis-3605	83	4	proposed	propose	VERB
fis-3605	83	5	in	in	ADP
fis-3605	83	6	[	[	X
fis-3605	83	7	22	22	NUM
fis-3605	83	8	]	]	PUNCT
fis-3605	83	9	.	.	PUNCT
fis-3605	84	1	figure	figure	VERB
fis-3605	84	2	4	4	NUM
fis-3605	84	3	:	:	PUNCT
fis-3605	84	4	bidirectional	bidirectional	ADJ
fis-3605	84	5	lstm	lstm	ADJ
fis-3605	84	6	neural	neural	ADJ
fis-3605	84	7	network	network	NOUN
fis-3605	84	8	model	model	NOUN
fis-3605	85	1	[	[	X
fis-3605	85	2	22	22	NUM
fis-3605	85	3	]	]	PUNCT
fis-3605	85	4	.	.	PUNCT
fis-3605	86	1	this	this	PRON
fis-3605	86	2	uses	use	VERB
fis-3605	86	3	past	past	ADP
fis-3605	86	4	functionality	functionality	NOUN
fis-3605	86	5	(	(	PUNCT
fis-3605	86	6	forward	forward	ADV
fis-3605	86	7	)	)	PUNCT
fis-3605	86	8	and	and	CCONJ
fis-3605	86	9	future	future	ADJ
fis-3605	86	10	functionality	functionality	NOUN
fis-3605	86	11	(	(	PUNCT
fis-3605	86	12	backwards	backwards	ADV
fis-3605	86	13	)	)	PUNCT
fis-3605	86	14	for	for	ADP
fis-3605	86	15	a	a	DET
fis-3605	86	16	specific	specific	ADJ
fis-3605	86	17	period	period	NOUN
fis-3605	86	18	of	of	ADP
fis-3605	86	19	time	time	NOUN
fis-3605	86	20	.	.	PUNCT
fis-3605	87	1	the	the	DET
fis-3605	87	2	back	back	NOUN
fis-3605	87	3	and	and	CCONJ
fis-3605	87	4	forth	forth	ADV
fis-3605	87	5	passes	pass	VERB
fis-3605	87	6	on	on	ADP
fis-3605	87	7	the	the	DET
fis-3605	87	8	unfolded	unfold	VERB
fis-3605	87	9	network	network	NOUN
fis-3605	87	10	are	be	AUX
fis-3605	87	11	performed	perform	VERB
fis-3605	87	12	similarly	similarly	ADV
fis-3605	87	13	to	to	ADP
fis-3605	87	14	the	the	DET
fis-3605	87	15	normal	normal	ADJ
fis-3605	87	16	back	back	NOUN
fis-3605	87	17	and	and	CCONJ
fis-3605	87	18	forth	forth	ADV
fis-3605	87	19	network	network	NOUN
fis-3605	87	20	passes	pass	NOUN
fis-3605	87	21	,	,	PUNCT
fis-3605	87	22	except	except	SCONJ
fis-3605	87	23	that	that	SCONJ
fis-3605	87	24	it	it	PRON
fis-3605	87	25	must	must	AUX
fis-3605	87	26	uncover	uncover	VERB
fis-3605	87	27	the	the	DET
fis-3605	87	28	hidden	hide	VERB
fis-3605	87	29	states	state	NOUN
fis-3605	87	30	for	for	ADP
fis-3605	87	31	all	all	DET
fis-3605	87	32	time	time	NOUN
fis-3605	87	33	phases	phase	NOUN
fis-3605	87	34	.	.	PUNCT
fis-3605	88	1	it	it	PRON
fis-3605	88	2	also	also	ADV
fis-3605	88	3	takes	take	VERB
fis-3605	88	4	a	a	DET
fis-3605	88	5	special	special	ADJ
fis-3605	88	6	processing	processing	NOUN
fis-3605	88	7	at	at	ADP
fis-3605	88	8	the	the	DET
fis-3605	88	9	beginning	beginning	NOUN
fis-3605	88	10	and	and	CCONJ
fis-3605	88	11	at	at	ADP
fis-3605	88	12	the	the	DET
fis-3605	88	13	end	end	NOUN
fis-3605	88	14	of	of	ADP
fis-3605	88	15	the	the	DET
fis-3605	88	16	data	data	NOUN
fis-3605	88	17	points	point	NOUN
fis-3605	88	18	.	.	PUNCT
fis-3605	89	1	d.	d.	PROPN
fis-3605	89	2	milone	milone	PROPN
fis-3605	89	3	et	et	PROPN
fis-3605	89	4	alii	alii	PROPN
fis-3605	89	5	,	,	PUNCT
fis-3605	89	6	frattura	frattura	PROPN
fis-3605	89	7	ed	ed	PROPN
fis-3605	89	8	integrità	integrità	PROPN
fis-3605	89	9	strutturale	strutturale	PROPN
fis-3605	89	10	,	,	PUNCT
fis-3605	89	11	62	62	NUM
fis-3605	89	12	(	(	PUNCT
fis-3605	89	13	2022	2022	NUM
fis-3605	89	14	)	)	PUNCT
fis-3605	89	15	505	505	NUM
fis-3605	89	16	-	-	SYM
fis-3605	89	17	515	515	NUM
fis-3605	89	18	;	;	PUNCT
fis-3605	89	19	doi	doi	NOUN
fis-3605	89	20	:	:	PUNCT
fis-3605	89	21	10.3221	10.3221	NUM
fis-3605	89	22	/	/	SYM
fis-3605	89	23	igf	igf	PROPN
fis-3605	89	24	-	-	PUNCT
fis-3605	89	25	esis.62.34	esis.62.34	NOUN
fis-3605	89	26	509	509	NUM
fis-3605	89	27	material	material	NOUN
fis-3605	89	28	and	and	CCONJ
fis-3605	89	29	methods	method	NOUN
fis-3605	89	30	experimental	experimental	ADJ
fis-3605	89	31	setup	setup	NOUN
fis-3605	89	32	ests	est	NOUN
fis-3605	89	33	to	to	PART
fis-3605	89	34	obtain	obtain	VERB
fis-3605	89	35	data	datum	NOUN
fis-3605	89	36	for	for	ADP
fis-3605	89	37	the	the	DET
fis-3605	89	38	stm	stm	PROPN
fis-3605	89	39	were	be	AUX
fis-3605	89	40	performed	perform	VERB
fis-3605	89	41	on	on	ADP
fis-3605	89	42	several	several	ADJ
fis-3605	89	43	kind	kind	NOUN
fis-3605	89	44	of	of	ADP
fis-3605	89	45	materials	material	NOUN
fis-3605	89	46	(	(	PUNCT
fis-3605	89	47	steels	steel	NOUN
fis-3605	89	48	plastics	plastic	NOUN
fis-3605	89	49	and	and	CCONJ
fis-3605	89	50	composites	composite	NOUN
fis-3605	89	51	)	)	PUNCT
fis-3605	89	52	,	,	PUNCT
fis-3605	89	53	under	under	ADP
fis-3605	89	54	stress	stress	NOUN
fis-3605	89	55	or	or	CCONJ
fis-3605	89	56	displacement	displacement	ADJ
fis-3605	89	57	control	control	NOUN
fis-3605	89	58	,	,	PUNCT
fis-3605	89	59	adopting	adopt	VERB
fis-3605	89	60	a	a	DET
fis-3605	89	61	rate	rate	NOUN
fis-3605	89	62	to	to	PART
fis-3605	89	63	assure	assure	VERB
fis-3605	89	64	adiabatic	adiabatic	ADJ
fis-3605	89	65	conditions	condition	NOUN
fis-3605	89	66	during	during	ADP
fis-3605	89	67	the	the	DET
fis-3605	89	68	tests	test	NOUN
fis-3605	89	69	,	,	PUNCT
fis-3605	89	70	i.e.	i.e.	X
fis-3605	89	71	the	the	DET
fis-3605	89	72	specimen	speciman	NOUN
fis-3605	89	73	must	must	AUX
fis-3605	89	74	not	not	PART
fis-3605	89	75	have	have	VERB
fis-3605	89	76	the	the	DET
fis-3605	89	77	time	time	NOUN
fis-3605	89	78	to	to	PART
fis-3605	89	79	exchange	exchange	VERB
fis-3605	89	80	heat	heat	NOUN
fis-3605	89	81	with	with	ADP
fis-3605	89	82	the	the	DET
fis-3605	89	83	surrounding	surround	VERB
fis-3605	89	84	environment	environment	NOUN
fis-3605	89	85	.	.	PUNCT
fis-3605	90	1	under	under	ADP
fis-3605	90	2	this	this	DET
fis-3605	90	3	hypothesis	hypothesis	NOUN
fis-3605	90	4	,	,	PUNCT
fis-3605	90	5	as	as	SCONJ
fis-3605	90	6	reported	report	VERB
fis-3605	90	7	by	by	ADP
fis-3605	90	8	melvin	melvin	PROPN
fis-3605	90	9	and	and	CCONJ
fis-3605	90	10	lucia	lucia	PROPN
fis-3605	90	11	[	[	X
fis-3605	90	12	18,19	18,19	NUM
fis-3605	90	13	]	]	X
fis-3605	90	14	,	,	PUNCT
fis-3605	90	15	the	the	DET
fis-3605	90	16	“	"	PUNCT
fis-3605	90	17	characteristic	characteristic	ADJ
fis-3605	90	18	heat	heat	NOUN
fis-3605	90	19	diffusion	diffusion	NOUN
fis-3605	90	20	time	time	NOUN
fis-3605	90	21	”	"	PUNCT
fis-3605	90	22	for	for	ADP
fis-3605	90	23	the	the	DET
fis-3605	90	24	specimen	speciman	NOUN
fis-3605	90	25	is	be	AUX
fis-3605	90	26	more	more	ADV
fis-3605	90	27	and	and	CCONJ
fis-3605	90	28	more	more	ADV
fis-3605	90	29	less	less	ADJ
fis-3605	90	30	than	than	ADP
fis-3605	90	31	the	the	DET
fis-3605	90	32	whole	whole	ADJ
fis-3605	90	33	test	test	NOUN
fis-3605	90	34	time	time	NOUN
fis-3605	90	35	.	.	PUNCT
fis-3605	91	1	environmental	environmental	ADJ
fis-3605	91	2	conditions	condition	NOUN
fis-3605	91	3	,	,	PUNCT
fis-3605	91	4	such	such	ADJ
fis-3605	91	5	as	as	ADP
fis-3605	91	6	room	room	NOUN
fis-3605	91	7	temperature	temperature	NOUN
fis-3605	91	8	,	,	PUNCT
fis-3605	91	9	can	can	AUX
fis-3605	91	10	severally	severally	ADV
fis-3605	91	11	affect	affect	VERB
fis-3605	91	12	the	the	DET
fis-3605	91	13	energy	energy	NOUN
fis-3605	91	14	release	release	NOUN
fis-3605	91	15	of	of	ADP
fis-3605	91	16	the	the	DET
fis-3605	91	17	material	material	NOUN
fis-3605	91	18	,	,	PUNCT
fis-3605	91	19	allowing	allow	VERB
fis-3605	91	20	it	it	PRON
fis-3605	91	21	to	to	PART
fis-3605	91	22	exchange	exchange	VERB
fis-3605	91	23	heat	heat	NOUN
fis-3605	91	24	with	with	ADP
fis-3605	91	25	the	the	DET
fis-3605	91	26	surrounding	surround	VERB
fis-3605	91	27	environment	environment	NOUN
fis-3605	91	28	by	by	ADP
fis-3605	91	29	conduction	conduction	NOUN
fis-3605	91	30	and	and	CCONJ
fis-3605	91	31	convection	convection	NOUN
fis-3605	91	32	.	.	PUNCT
fis-3605	92	1	all	all	DET
fis-3605	92	2	the	the	DET
fis-3605	92	3	static	static	ADJ
fis-3605	92	4	tensile	tensile	NOUN
fis-3605	92	5	test	test	NOUN
fis-3605	92	6	under	under	ADP
fis-3605	92	7	consideration	consideration	NOUN
fis-3605	92	8	were	be	AUX
fis-3605	92	9	performed	perform	VERB
fis-3605	92	10	at	at	ADP
fis-3605	92	11	the	the	DET
fis-3605	92	12	mechanical	mechanical	ADJ
fis-3605	92	13	laboratory	laboratory	NOUN
fis-3605	92	14	of	of	ADP
fis-3605	92	15	the	the	DET
fis-3605	92	16	university	university	PROPN
fis-3605	92	17	of	of	ADP
fis-3605	92	18	messina	messina	PROPN
fis-3605	92	19	.	.	PUNCT
fis-3605	93	1	the	the	DET
fis-3605	93	2	materials	material	NOUN
fis-3605	93	3	under	under	ADP
fis-3605	93	4	study	study	NOUN
fis-3605	93	5	were	be	AUX
fis-3605	93	6	:	:	PUNCT
fis-3605	93	7	stainless	stainless	ADJ
fis-3605	93	8	steel	steel	NOUN
fis-3605	93	9	aisi	aisi	PROPN
fis-3605	93	10	316l	316l	PROPN
fis-3605	93	11	;	;	PUNCT
fis-3605	93	12	medium	medium	ADJ
fis-3605	93	13	carbon	carbon	NOUN
fis-3605	93	14	steel	steel	NOUN
fis-3605	93	15	c45	c45	NOUN
fis-3605	93	16	[	[	X
fis-3605	93	17	23	23	NUM
fis-3605	93	18	]	]	X
fis-3605	93	19	;	;	PUNCT
fis-3605	93	20	structural	structural	ADJ
fis-3605	93	21	steel	steel	NOUN
fis-3605	93	22	s355	s355	PROPN
fis-3605	94	1	[	[	X
fis-3605	94	2	2	2	NUM
fis-3605	94	3	]	]	PUNCT
fis-3605	94	4	;	;	PUNCT
fis-3605	94	5	plastic	plastic	ADJ
fis-3605	94	6	composite	composite	NOUN
fis-3605	94	7	with	with	ADP
fis-3605	94	8	glass	glass	NOUN
fis-3605	94	9	fibre	fibre	NOUN
fis-3605	94	10	pa66gf35	pa66gf35	NOUN
fis-3605	94	11	[	[	X
fis-3605	94	12	24	24	NUM
fis-3605	94	13	]	]	X
fis-3605	94	14	;	;	PUNCT
fis-3605	94	15	3d	3d	NUM
fis-3605	94	16	-	-	PUNCT
fis-3605	94	17	printed	print	VERB
fis-3605	94	18	pa12	pa12	PROPN
fis-3605	95	1	[	[	X
fis-3605	95	2	25	25	NUM
fis-3605	95	3	]	]	PUNCT
fis-3605	95	4	and	and	CCONJ
fis-3605	95	5	high	high	ADJ
fis-3605	95	6	density	density	NOUN
fis-3605	95	7	polyethylene	polyethylene	NOUN
fis-3605	95	8	hdpe-100	hdpe-100	NOUN
fis-3605	96	1	[	[	X
fis-3605	96	2	26	26	NUM
fis-3605	96	3	]	]	PUNCT
fis-3605	96	4	.	.	PUNCT
fis-3605	97	1	the	the	DET
fis-3605	97	2	typical	typical	ADJ
fis-3605	97	3	experimental	experimental	ADJ
fis-3605	97	4	setup	setup	NOUN
fis-3605	97	5	requires	require	VERB
fis-3605	97	6	a	a	DET
fis-3605	97	7	servo	servo	NOUN
fis-3605	97	8	-	-	PUNCT
fis-3605	97	9	hydraulic	hydraulic	NOUN
fis-3605	97	10	loading	loading	NOUN
fis-3605	97	11	machine	machine	NOUN
fis-3605	97	12	and	and	CCONJ
fis-3605	97	13	an	an	DET
fis-3605	97	14	infrared	infrared	ADJ
fis-3605	97	15	camera	camera	NOUN
fis-3605	97	16	(	(	PUNCT
fis-3605	97	17	fig	fig	NOUN
fis-3605	97	18	.	.	PUNCT
fis-3605	97	19	5	5	NUM
fis-3605	97	20	)	)	PUNCT
fis-3605	97	21	.	.	PUNCT
fis-3605	98	1	for	for	ADP
fis-3605	98	2	steel	steel	NOUN
fis-3605	98	3	specimens	specimen	NOUN
fis-3605	98	4	,	,	PUNCT
fis-3605	98	5	an	an	DET
fis-3605	98	6	instron	instron	NOUN
fis-3605	98	7	8854	8854	NUM
fis-3605	98	8	and	and	CCONJ
fis-3605	98	9	an	an	DET
fis-3605	98	10	mts	mts	NOUN
fis-3605	98	11	810	810	NUM
fis-3605	98	12	,	,	PUNCT
fis-3605	98	13	up	up	ADP
fis-3605	98	14	to	to	PART
fis-3605	98	15	250	250	NUM
fis-3605	98	16	kn	kn	NOUN
fis-3605	98	17	of	of	ADP
fis-3605	98	18	maximum	maximum	ADJ
fis-3605	98	19	load	load	NOUN
fis-3605	98	20	,	,	PUNCT
fis-3605	98	21	were	be	AUX
fis-3605	98	22	adopted	adopt	VERB
fis-3605	98	23	.	.	PUNCT
fis-3605	99	1	for	for	ADP
fis-3605	99	2	plastic	plastic	NOUN
fis-3605	99	3	and	and	CCONJ
fis-3605	99	4	composite	composite	ADJ
fis-3605	99	5	material	material	NOUN
fis-3605	99	6	,	,	PUNCT
fis-3605	99	7	an	an	DET
fis-3605	99	8	italsigma	italsigma	NOUN
fis-3605	99	9	25	25	NUM
fis-3605	99	10	kn	kn	PROPN
fis-3605	99	11	servo	servo	NOUN
fis-3605	99	12	-	-	PUNCT
fis-3605	99	13	hydraulic	hydraulic	NOUN
fis-3605	99	14	load	load	NOUN
fis-3605	99	15	machine	machine	NOUN
fis-3605	99	16	was	be	AUX
fis-3605	99	17	adopted	adopt	VERB
fis-3605	99	18	.	.	PUNCT
fis-3605	100	1	figure	figure	NOUN
fis-3605	100	2	5	5	NUM
fis-3605	100	3	:	:	PUNCT
fis-3605	100	4	experimental	experimental	ADJ
fis-3605	100	5	setup	setup	NOUN
fis-3605	100	6	for	for	ADP
fis-3605	100	7	stm	stm	PROPN
fis-3605	100	8	.	.	PUNCT
fis-3605	101	1	the	the	DET
fis-3605	101	2	infrared	infrared	ADJ
fis-3605	101	3	camera	camera	NOUN
fis-3605	101	4	flir	flir	NOUN
fis-3605	101	5	a40	a40	PROPN
fis-3605	101	6	(	(	PUNCT
fis-3605	101	7	thermal	thermal	ADJ
fis-3605	101	8	sensitivity	sensitivity	NOUN
fis-3605	101	9	of	of	ADP
fis-3605	101	10	0.08	0.08	NUM
fis-3605	101	11	°	°	NOUN
fis-3605	101	12	c	c	NOUN
fis-3605	101	13	at	at	ADP
fis-3605	101	14	30	30	NUM
fis-3605	101	15	°	°	NOUN
fis-3605	101	16	c	c	NOUN
fis-3605	101	17	)	)	PUNCT
fis-3605	101	18	with	with	ADP
fis-3605	101	19	a	a	DET
fis-3605	101	20	sample	sample	NOUN
fis-3605	101	21	rate	rate	NOUN
fis-3605	101	22	of	of	ADP
fis-3605	101	23	1	1	NUM
fis-3605	101	24	image	image	NOUN
fis-3605	101	25	per	per	ADP
fis-3605	101	26	second	second	NOUN
fis-3605	101	27	was	be	AUX
fis-3605	101	28	adopted	adopt	VERB
fis-3605	101	29	to	to	PART
fis-3605	101	30	monitor	monitor	VERB
fis-3605	101	31	the	the	DET
fis-3605	101	32	surface	surface	NOUN
fis-3605	101	33	of	of	ADP
fis-3605	101	34	the	the	DET
fis-3605	101	35	specimen	speciman	NOUN
fis-3605	101	36	’s	’s	PART
fis-3605	101	37	reduced	reduce	VERB
fis-3605	101	38	section	section	NOUN
fis-3605	101	39	.	.	PUNCT
fis-3605	102	1	the	the	DET
fis-3605	102	2	maximum	maximum	ADJ
fis-3605	102	3	temperature	temperature	NOUN
fis-3605	102	4	value	value	NOUN
fis-3605	102	5	has	have	AUX
fis-3605	102	6	been	be	AUX
fis-3605	102	7	recorded	record	VERB
fis-3605	102	8	and	and	CCONJ
fis-3605	102	9	filtered	filter	VERB
fis-3605	102	10	in	in	ADP
fis-3605	102	11	matlab	matlab	PROPN
fis-3605	102	12	®	®	NOUN
fis-3605	102	13	with	with	ADP
fis-3605	102	14	a	a	DET
fis-3605	102	15	rlowess	rlowess	NOUN
fis-3605	102	16	filter	filter	NOUN
fis-3605	102	17	with	with	ADP
fis-3605	102	18	a	a	DET
fis-3605	102	19	data	data	NOUN
fis-3605	102	20	range	range	NOUN
fis-3605	102	21	of	of	ADP
fis-3605	102	22	5	5	NUM
fis-3605	102	23	%	%	NOUN
fis-3605	102	24	.	.	PUNCT
fis-3605	103	1	to	to	PART
fis-3605	103	2	enhance	enhance	VERB
fis-3605	103	3	the	the	DET
fis-3605	103	4	thermal	thermal	ADJ
fis-3605	103	5	emissivity	emissivity	NOUN
fis-3605	103	6	of	of	ADP
fis-3605	103	7	the	the	DET
fis-3605	103	8	material	material	NOUN
fis-3605	103	9	up	up	ADP
fis-3605	103	10	to	to	ADP
fis-3605	103	11	0.98	0.98	NUM
fis-3605	103	12	,	,	PUNCT
fis-3605	103	13	the	the	DET
fis-3605	103	14	specimen	speciman	NOUN
fis-3605	103	15	’s	’s	PART
fis-3605	103	16	surface	surface	NOUN
fis-3605	103	17	was	be	AUX
fis-3605	103	18	covered	cover	VERB
fis-3605	103	19	with	with	ADP
fis-3605	103	20	a	a	DET
fis-3605	103	21	black	black	ADJ
fis-3605	103	22	paint	paint	NOUN
fis-3605	103	23	.	.	PUNCT
fis-3605	104	1	dataset	dataset	ADJ
fis-3605	104	2	preparation	preparation	NOUN
fis-3605	104	3	lstms	lstms	PROPN
fis-3605	104	4	analyses	analyse	VERB
fis-3605	104	5	time	time	NOUN
fis-3605	104	6	series	series	PROPN
fis-3605	104	7	forecasting	forecasting	NOUN
fis-3605	104	8	problems	problem	NOUN
fis-3605	105	1	.	.	PUNCT
fis-3605	106	1	these	these	DET
fis-3605	106	2	problems	problem	NOUN
fis-3605	106	3	are	be	AUX
fis-3605	106	4	characterized	characterize	VERB
fis-3605	106	5	by	by	ADP
fis-3605	106	6	a	a	DET
fis-3605	106	7	single	single	ADJ
fis-3605	106	8	observation	observation	NOUN
fis-3605	106	9	series	series	NOUN
fis-3605	106	10	;	;	PUNCT
fis-3605	106	11	therefore	therefore	ADV
fis-3605	106	12	,	,	PUNCT
fis-3605	106	13	a	a	DET
fis-3605	106	14	model	model	NOUN
fis-3605	106	15	is	be	AUX
fis-3605	106	16	needed	need	VERB
fis-3605	106	17	to	to	PART
fis-3605	106	18	learn	learn	VERB
fis-3605	106	19	from	from	ADP
fis-3605	106	20	the	the	DET
fis-3605	106	21	series	series	NOUN
fis-3605	106	22	of	of	ADP
fis-3605	106	23	past	past	ADJ
fis-3605	106	24	observations	observation	NOUN
fis-3605	106	25	to	to	PART
fis-3605	106	26	predict	predict	VERB
fis-3605	106	27	the	the	DET
fis-3605	106	28	next	next	ADJ
fis-3605	106	29	value	value	NOUN
fis-3605	106	30	in	in	ADP
fis-3605	106	31	the	the	DET
fis-3605	106	32	sequence	sequence	NOUN
fis-3605	106	33	[	[	X
fis-3605	106	34	27	27	NUM
fis-3605	106	35	]	]	PUNCT
fis-3605	106	36	.	.	PUNCT
fis-3605	107	1	before	before	SCONJ
fis-3605	107	2	a	a	DET
fis-3605	107	3	univariate	univariate	ADJ
fis-3605	107	4	series	series	NOUN
fis-3605	107	5	can	can	AUX
fis-3605	107	6	be	be	AUX
fis-3605	107	7	modelled	model	VERB
fis-3605	107	8	,	,	PUNCT
fis-3605	107	9	it	it	PRON
fis-3605	107	10	must	must	AUX
fis-3605	107	11	be	be	AUX
fis-3605	107	12	prepared	prepare	VERB
fis-3605	107	13	.	.	PUNCT
fis-3605	108	1	the	the	DET
fis-3605	108	2	lstm	lstm	PROPN
fis-3605	108	3	model	model	NOUN
fis-3605	108	4	uses	use	VERB
fis-3605	108	5	a	a	DET
fis-3605	108	6	function	function	NOUN
fis-3605	108	7	that	that	PRON
fis-3605	108	8	maps	map	VERB
fis-3605	108	9	a	a	DET
fis-3605	108	10	sequence	sequence	NOUN
fis-3605	108	11	of	of	ADP
fis-3605	108	12	past	past	ADJ
fis-3605	108	13	observations	observation	NOUN
fis-3605	108	14	as	as	ADP
fis-3605	108	15	input	input	NOUN
fis-3605	108	16	to	to	PART
fis-3605	108	17	predict	predict	VERB
fis-3605	108	18	an	an	DET
fis-3605	108	19	output	output	NOUN
fis-3605	108	20	observation	observation	NOUN
fis-3605	108	21	.	.	PUNCT
fis-3605	109	1	the	the	DET
fis-3605	109	2	sequence	sequence	NOUN
fis-3605	109	3	of	of	ADP
fis-3605	109	4	observations	observation	NOUN
fis-3605	109	5	must	must	AUX
fis-3605	109	6	be	be	AUX
fis-3605	109	7	transformed	transform	VERB
fis-3605	109	8	into	into	ADP
fis-3605	109	9	multiple	multiple	ADJ
fis-3605	109	10	classes	class	NOUN
fis-3605	109	11	that	that	SCONJ
fis-3605	109	12	the	the	DET
fis-3605	109	13	lstm	lstm	NOUN
fis-3605	109	14	can	can	AUX
fis-3605	109	15	learn	learn	VERB
fis-3605	109	16	from	from	ADP
fis-3605	109	17	[	[	X
fis-3605	109	18	21	21	NUM
fis-3605	109	19	]	]	PUNCT
fis-3605	109	20	.	.	PUNCT
fis-3605	110	1	for	for	ADP
fis-3605	110	2	creating	create	VERB
fis-3605	110	3	the	the	DET
fis-3605	110	4	lstm	lstm	PROPN
fis-3605	110	5	model	model	NOUN
fis-3605	110	6	,	,	PUNCT
fis-3605	110	7	a	a	DET
fis-3605	110	8	reference	reference	NOUN
fis-3605	110	9	was	be	AUX
fis-3605	110	10	made	make	VERB
fis-3605	110	11	to	to	ADP
fis-3605	110	12	the	the	DET
fis-3605	110	13	python	python	PROPN
fis-3605	110	14	keras	keras	PROPN
fis-3605	110	15	library	library	PROPN
fis-3605	110	16	.	.	PUNCT
fis-3605	111	1	it	it	PRON
fis-3605	111	2	is	be	AUX
fis-3605	111	3	a	a	DET
fis-3605	111	4	deep	deep	ADJ
fis-3605	111	5	learning	learning	NOUN
fis-3605	111	6	api	api	NOUN
fis-3605	111	7	written	write	VERB
fis-3605	111	8	in	in	ADP
fis-3605	111	9	python	python	PROPN
fis-3605	111	10	,	,	PUNCT
fis-3605	111	11	running	run	VERB
fis-3605	111	12	on	on	ADP
fis-3605	111	13	top	top	NOUN
fis-3605	111	14	of	of	ADP
fis-3605	111	15	tensorflow	tensorflow	NOUN
fis-3605	111	16	's	's	PART
fis-3605	111	17	machine	machine	NOUN
fis-3605	111	18	learning	learn	VERB
fis-3605	111	19	platform	platform	NOUN
fis-3605	111	20	.	.	PUNCT
fis-3605	112	1	the	the	DET
fis-3605	112	2	aim	aim	NOUN
fis-3605	112	3	of	of	ADP
fis-3605	112	4	the	the	DET
fis-3605	112	5	library	library	NOUN
fis-3605	112	6	is	be	AUX
fis-3605	112	7	to	to	PART
fis-3605	112	8	enable	enable	VERB
fis-3605	112	9	fast	fast	ADJ
fis-3605	112	10	experimentation	experimentation	NOUN
fis-3605	112	11	on	on	ADP
fis-3605	112	12	data	datum	NOUN
fis-3605	112	13	.	.	PUNCT
fis-3605	113	1	the	the	DET
fis-3605	113	2	core	core	NOUN
fis-3605	113	3	data	data	NOUN
fis-3605	113	4	structures	structure	NOUN
fis-3605	113	5	of	of	ADP
fis-3605	113	6	keras	keras	PROPN
fis-3605	113	7	are	be	AUX
fis-3605	113	8	layers	layer	NOUN
fis-3605	113	9	and	and	CCONJ
fis-3605	113	10	models	model	NOUN
fis-3605	113	11	.	.	PUNCT
fis-3605	114	1	the	the	DET
fis-3605	114	2	simplest	simple	ADJ
fis-3605	114	3	model	model	NOUN
fis-3605	114	4	type	type	NOUN
fis-3605	114	5	is	be	AUX
fis-3605	114	6	the	the	DET
fis-3605	114	7	sequential	sequential	ADJ
fis-3605	114	8	model	model	NOUN
fis-3605	114	9	,	,	PUNCT
fis-3605	114	10	a	a	DET
fis-3605	114	11	linear	linear	ADJ
fis-3605	114	12	stack	stack	NOUN
fis-3605	114	13	of	of	ADP
fis-3605	114	14	layers	layer	NOUN
fis-3605	114	15	.	.	PUNCT
fis-3605	115	1	from	from	ADP
fis-3605	115	2	the	the	DET
fis-3605	115	3	material	material	NOUN
fis-3605	115	4	set	set	NOUN
fis-3605	115	5	reported	report	VERB
fis-3605	115	6	in	in	ADP
fis-3605	115	7	the	the	DET
fis-3605	115	8	“	"	PUNCT
fis-3605	115	9	experimental	experimental	ADJ
fis-3605	115	10	setup	setup	NOUN
fis-3605	115	11	”	"	PUNCT
fis-3605	115	12	section	section	NOUN
fis-3605	115	13	,	,	PUNCT
fis-3605	115	14	16	16	NUM
fis-3605	115	15	static	static	ADJ
fis-3605	115	16	tensile	tensile	NOUN
fis-3605	115	17	tests	test	NOUN
fis-3605	115	18	were	be	AUX
fis-3605	115	19	collected	collect	VERB
fis-3605	115	20	with	with	ADP
fis-3605	115	21	the	the	DET
fis-3605	115	22	aim	aim	NOUN
fis-3605	115	23	of	of	ADP
fis-3605	115	24	training	train	VERB
fis-3605	115	25	the	the	DET
fis-3605	115	26	neural	neural	ADJ
fis-3605	115	27	network	network	NOUN
fis-3605	115	28	.	.	PUNCT
fis-3605	116	1	a	a	DET
fis-3605	116	2	linear	linear	ADJ
fis-3605	116	3	interpolation	interpolation	NOUN
fis-3605	116	4	was	be	AUX
fis-3605	116	5	adopted	adopt	VERB
fis-3605	116	6	to	to	PART
fis-3605	116	7	scale	scale	VERB
fis-3605	116	8	the	the	DET
fis-3605	116	9	size	size	NOUN
fis-3605	116	10	of	of	ADP
fis-3605	116	11	the	the	DET
fis-3605	116	12	data	data	NOUN
fis-3605	116	13	sets	set	NOUN
fis-3605	116	14	to	to	ADP
fis-3605	116	15	the	the	DET
fis-3605	116	16	one	one	NUM
fis-3605	116	17	of	of	ADP
fis-3605	116	18	the	the	DET
fis-3605	116	19	most	most	ADV
fis-3605	116	20	significant	significant	ADJ
fis-3605	116	21	(	(	PUNCT
fis-3605	116	22	aisi	aisi	PROPN
fis-3605	116	23	316l	316l	PROPN
fis-3605	116	24	,	,	PUNCT
fis-3605	116	25	set	set	VERB
fis-3605	116	26	with	with	ADP
fis-3605	116	27	a	a	DET
fis-3605	116	28	number	number	NOUN
fis-3605	116	29	of	of	ADP
fis-3605	116	30	elements	element	NOUN
fis-3605	116	31	equal	equal	ADJ
fis-3605	116	32	to	to	ADP
fis-3605	116	33	1235	1235	NUM
fis-3605	116	34	)	)	PUNCT
fis-3605	116	35	in	in	ADP
fis-3605	116	36	order	order	NOUN
fis-3605	116	37	to	to	PART
fis-3605	116	38	have	have	AUX
fis-3605	116	39	vector	vector	NOUN
fis-3605	116	40	all	all	PRON
fis-3605	116	41	of	of	ADP
fis-3605	116	42	the	the	DET
fis-3605	116	43	same	same	ADJ
fis-3605	116	44	length	length	NOUN
fis-3605	116	45	to	to	PART
fis-3605	116	46	train	train	VERB
fis-3605	116	47	the	the	DET
fis-3605	116	48	neural	neural	ADJ
fis-3605	116	49	network	network	NOUN
fis-3605	116	50	.	.	PUNCT
fis-3605	117	1	temperature	temperature	NOUN
fis-3605	117	2	variation	variation	NOUN
fis-3605	117	3	on	on	ADP
fis-3605	117	4	the	the	DET
fis-3605	117	5	surface	surface	NOUN
fis-3605	117	6	of	of	ADP
fis-3605	117	7	the	the	DET
fis-3605	117	8	specimen	speciman	NOUN
fis-3605	117	9	δt	δt	X
fis-3605	117	10	(	(	PUNCT
fis-3605	117	11	δt	δt	NOUN
fis-3605	117	12	=	=	SYM
fis-3605	117	13	ti	ti	X
fis-3605	117	14	–	–	PUNCT
fis-3605	117	15	t0	t0	PROPN
fis-3605	117	16	,	,	PUNCT
fis-3605	117	17	instantaneous	instantaneous	ADJ
fis-3605	117	18	minus	minus	CCONJ
fis-3605	117	19	initial	initial	ADJ
fis-3605	117	20	)	)	PUNCT
fis-3605	117	21	during	during	ADP
fis-3605	117	22	the	the	DET
fis-3605	117	23	tensile	tensile	NOUN
fis-3605	117	24	test	test	NOUN
fis-3605	117	25	was	be	AUX
fis-3605	117	26	chosen	choose	VERB
fis-3605	117	27	as	as	ADP
fis-3605	117	28	the	the	DET
fis-3605	117	29	variable	variable	NOUN
fis-3605	117	30	to	to	PART
fis-3605	117	31	train	train	VERB
fis-3605	117	32	the	the	DET
fis-3605	117	33	neural	neural	ADJ
fis-3605	117	34	network	network	NOUN
fis-3605	117	35	.	.	PUNCT
fis-3605	118	1	t	t	PROPN
fis-3605	118	2	d.	d.	PROPN
fis-3605	118	3	milone	milone	PROPN
fis-3605	118	4	et	et	PROPN
fis-3605	118	5	alii	alii	PROPN
fis-3605	118	6	,	,	PUNCT
fis-3605	118	7	frattura	frattura	PROPN
fis-3605	118	8	ed	ed	PROPN
fis-3605	118	9	integrità	integrità	PROPN
fis-3605	118	10	strutturale	strutturale	PROPN
fis-3605	118	11	,	,	PUNCT
fis-3605	118	12	62	62	NUM
fis-3605	118	13	(	(	PUNCT
fis-3605	118	14	2022	2022	NUM
fis-3605	118	15	)	)	PUNCT
fis-3605	118	16	505	505	NUM
fis-3605	118	17	-	-	SYM
fis-3605	118	18	515	515	NUM
fis-3605	118	19	;	;	PUNCT
fis-3605	118	20	doi	doi	NOUN
fis-3605	118	21	:	:	PUNCT
fis-3605	118	22	10.3221	10.3221	NUM
fis-3605	118	23	/	/	SYM
fis-3605	118	24	igf	igf	PROPN
fis-3605	118	25	-	-	PUNCT
fis-3605	118	26	esis.62.34	esis.62.34	NOUN
fis-3605	118	27	510	510	NUM
fis-3605	118	28	a	a	DET
fis-3605	118	29	specific	specific	ADJ
fis-3605	118	30	array	array	NOUN
fis-3605	118	31	structure	structure	NOUN
fis-3605	118	32	must	must	AUX
fis-3605	118	33	be	be	AUX
fis-3605	118	34	adopted	adopt	VERB
fis-3605	118	35	to	to	PART
fis-3605	118	36	provide	provide	VERB
fis-3605	118	37	the	the	DET
fis-3605	118	38	input	input	NOUN
fis-3605	118	39	for	for	ADP
fis-3605	118	40	the	the	DET
fis-3605	118	41	lstm	lstm	PROPN
fis-3605	118	42	network	network	NOUN
fis-3605	118	43	.	.	PUNCT
fis-3605	119	1	the	the	DET
fis-3605	119	2	structure	structure	NOUN
fis-3605	119	3	must	must	AUX
fis-3605	119	4	include	include	VERB
fis-3605	119	5	a	a	DET
fis-3605	119	6	sample	sample	NOUN
fis-3605	119	7	(	(	PUNCT
fis-3605	119	8	the	the	DET
fis-3605	119	9	temperature	temperature	NOUN
fis-3605	119	10	signal	signal	NOUN
fis-3605	119	11	δt	δt	PROPN
fis-3605	119	12	)	)	PUNCT
fis-3605	119	13	,	,	PUNCT
fis-3605	119	14	the	the	DET
fis-3605	119	15	time	time	NOUN
fis-3605	119	16	step	step	NOUN
fis-3605	119	17	(	(	PUNCT
fis-3605	119	18	sampling	sample	VERB
fis-3605	119	19	time	time	NOUN
fis-3605	119	20	from	from	ADP
fis-3605	119	21	the	the	DET
fis-3605	119	22	ir	ir	PROPN
fis-3605	119	23	camera	camera	NOUN
fis-3605	119	24	)	)	PUNCT
fis-3605	119	25	and	and	CCONJ
fis-3605	119	26	a	a	DET
fis-3605	119	27	feature	feature	NOUN
fis-3605	119	28	that	that	PRON
fis-3605	119	29	the	the	DET
fis-3605	119	30	algorithm	algorithm	NOUN
fis-3605	119	31	should	should	AUX
fis-3605	119	32	predict	predict	VERB
fis-3605	119	33	.	.	PUNCT
fis-3605	120	1	in	in	ADP
fis-3605	120	2	the	the	DET
fis-3605	120	3	case	case	NOUN
fis-3605	120	4	studied	study	VERB
fis-3605	120	5	,	,	PUNCT
fis-3605	120	6	the	the	DET
fis-3605	120	7	character	character	NOUN
fis-3605	120	8	is	be	AUX
fis-3605	120	9	represented	represent	VERB
fis-3605	120	10	by	by	ADP
fis-3605	120	11	the	the	DET
fis-3605	120	12	temperature	temperature	NOUN
fis-3605	120	13	at	at	ADP
fis-3605	120	14	which	which	PRON
fis-3605	120	15	the	the	DET
fis-3605	120	16	signal	signal	NOUN
fis-3605	120	17	differs	differ	VERB
fis-3605	120	18	from	from	ADP
fis-3605	120	19	linearity	linearity	NOUN
fis-3605	120	20	even	even	ADV
fis-3605	120	21	from	from	ADP
fis-3605	120	22	the	the	DET
fis-3605	120	23	instant	instant	NOUN
fis-3605	120	24	in	in	ADP
fis-3605	120	25	time	time	NOUN
fis-3605	120	26	in	in	ADP
fis-3605	120	27	which	which	PRON
fis-3605	120	28	the	the	DET
fis-3605	120	29	phenomenon	phenomenon	NOUN
fis-3605	120	30	occurs	occur	VERB
fis-3605	120	31	.	.	PUNCT
fis-3605	121	1	the	the	DET
fis-3605	121	2	feature	feature	NOUN
fis-3605	121	3	provided	provide	VERB
fis-3605	121	4	as	as	ADP
fis-3605	121	5	input	input	NOUN
fis-3605	121	6	is	be	AUX
fis-3605	121	7	assessed	assess	VERB
fis-3605	121	8	by	by	ADP
fis-3605	121	9	the	the	DET
fis-3605	121	10	intersection	intersection	NOUN
fis-3605	121	11	of	of	ADP
fis-3605	121	12	the	the	DET
fis-3605	121	13	two	two	NUM
fis-3605	121	14	linear	linear	ADJ
fis-3605	121	15	regressions	regression	NOUN
fis-3605	121	16	lines	line	NOUN
fis-3605	121	17	,	,	PUNCT
fis-3605	121	18	according	accord	VERB
fis-3605	121	19	to	to	ADP
fis-3605	121	20	the	the	DET
fis-3605	121	21	operator	operator	NOUN
fis-3605	121	22	’s	’s	PART
fis-3605	121	23	experience	experience	NOUN
fis-3605	121	24	in	in	ADP
fis-3605	121	25	assessing	assess	VERB
fis-3605	121	26	the	the	DET
fis-3605	121	27	different	different	ADJ
fis-3605	121	28	temperature	temperature	NOUN
fis-3605	121	29	phases	phase	NOUN
fis-3605	121	30	.	.	PUNCT
fis-3605	122	1	the	the	DET
fis-3605	122	2	dimension	dimension	NOUN
fis-3605	122	3	of	of	ADP
fis-3605	122	4	the	the	DET
fis-3605	122	5	input	input	NOUN
fis-3605	122	6	vector	vector	NOUN
fis-3605	122	7	is	be	AUX
fis-3605	122	8	19760x2x16	19760x2x16	NUM
fis-3605	122	9	.	.	PUNCT
fis-3605	123	1	the	the	DET
fis-3605	123	2	temperature	temperature	NOUN
fis-3605	123	3	signal	signal	NOUN
fis-3605	123	4	was	be	AUX
fis-3605	123	5	scaled	scale	VERB
fis-3605	123	6	in	in	ADP
fis-3605	123	7	order	order	NOUN
fis-3605	123	8	to	to	PART
fis-3605	123	9	enclose	enclose	VERB
fis-3605	123	10	the	the	DET
fis-3605	123	11	data	datum	NOUN
fis-3605	123	12	in	in	ADP
fis-3605	123	13	a	a	DET
fis-3605	123	14	range	range	NOUN
fis-3605	123	15	from	from	ADP
fis-3605	123	16	0	0	NUM
fis-3605	123	17	to	to	ADP
fis-3605	123	18	1(fig	1(fig	NUM
fis-3605	123	19	.	.	PUNCT
fis-3605	124	1	6	6	NUM
fis-3605	124	2	)	)	PUNCT
fis-3605	124	3	.	.	PUNCT
fis-3605	125	1	figure	figure	VERB
fis-3605	125	2	6	6	NUM
fis-3605	125	3	:	:	PUNCT
fis-3605	125	4	features	feature	NOUN
fis-3605	125	5	of	of	ADP
fis-3605	125	6	input	input	NOUN
fis-3605	125	7	and	and	CCONJ
fis-3605	125	8	output	output	NOUN
fis-3605	125	9	.	.	PUNCT
fis-3605	126	1	the	the	DET
fis-3605	126	2	collected	collect	VERB
fis-3605	126	3	data	datum	NOUN
fis-3605	126	4	was	be	AUX
fis-3605	126	5	divided	divide	VERB
fis-3605	126	6	into	into	ADP
fis-3605	126	7	a	a	DET
fis-3605	126	8	set	set	NOUN
fis-3605	126	9	of	of	ADP
fis-3605	126	10	trains	train	NOUN
fis-3605	126	11	and	and	CCONJ
fis-3605	126	12	tests	test	NOUN
fis-3605	126	13	.	.	PUNCT
fis-3605	127	1	the	the	DET
fis-3605	127	2	former	former	ADJ
fis-3605	127	3	was	be	AUX
fis-3605	127	4	used	use	VERB
fis-3605	127	5	to	to	PART
fis-3605	127	6	train	train	VERB
fis-3605	127	7	the	the	DET
fis-3605	127	8	network	network	NOUN
fis-3605	127	9	,	,	PUNCT
fis-3605	127	10	while	while	SCONJ
fis-3605	127	11	the	the	DET
fis-3605	127	12	latter	latter	ADJ
fis-3605	127	13	was	be	AUX
fis-3605	127	14	used	use	VERB
fis-3605	127	15	as	as	ADP
fis-3605	127	16	feedback	feedback	NOUN
fis-3605	127	17	,	,	PUNCT
fis-3605	127	18	in	in	ADP
fis-3605	127	19	order	order	NOUN
fis-3605	127	20	to	to	PART
fis-3605	127	21	have	have	AUX
fis-3605	127	22	a	a	DET
fis-3605	127	23	parameter	parameter	NOUN
fis-3605	127	24	of	of	ADP
fis-3605	127	25	how	how	SCONJ
fis-3605	127	26	much	much	ADJ
fis-3605	127	27	the	the	DET
fis-3605	127	28	algorithm	algorithm	NOUN
fis-3605	127	29	returns	return	VERB
fis-3605	127	30	an	an	DET
fis-3605	127	31	exact	exact	ADJ
fis-3605	127	32	value	value	NOUN
fis-3605	127	33	.	.	PUNCT
fis-3605	128	1	the	the	DET
fis-3605	128	2	test	test	NOUN
fis-3605	128	3	set	set	VERB
fis-3605	128	4	size	size	NOUN
fis-3605	128	5	has	have	AUX
fis-3605	128	6	been	be	AUX
fis-3605	128	7	set	set	VERB
fis-3605	128	8	as	as	ADP
fis-3605	128	9	20	20	NUM
fis-3605	128	10	%	%	NOUN
fis-3605	128	11	of	of	ADP
fis-3605	128	12	the	the	DET
fis-3605	128	13	total	total	ADJ
fis-3605	128	14	dataset	dataset	NOUN
fis-3605	128	15	size	size	NOUN
fis-3605	128	16	.	.	PUNCT
fis-3605	129	1	the	the	DET
fis-3605	129	2	adopted	adopt	VERB
fis-3605	129	3	lsm	lsm	PROPN
fis-3605	129	4	network	network	PROPN
fis-3605	129	5	consists	consist	VERB
fis-3605	129	6	of	of	ADP
fis-3605	129	7	3	3	NUM
fis-3605	129	8	levels	level	NOUN
fis-3605	129	9	.	.	PUNCT
fis-3605	130	1	to	to	PART
fis-3605	130	2	evaluate	evaluate	VERB
fis-3605	130	3	the	the	DET
fis-3605	130	4	loss	loss	NOUN
fis-3605	130	5	,	,	PUNCT
fis-3605	130	6	the	the	DET
fis-3605	130	7	mean	mean	ADJ
fis-3605	130	8	square	square	ADJ
fis-3605	130	9	error	error	NOUN
fis-3605	130	10	(	(	PUNCT
fis-3605	130	11	mse=	mse=	PROPN
fis-3605	130	12	mean	mean	ADJ
fis-3605	130	13	square	square	ADJ
fis-3605	130	14	discrepancy	discrepancy	NOUN
fis-3605	130	15	between	between	ADP
fis-3605	130	16	observed	observe	VERB
fis-3605	130	17	data	datum	NOUN
fis-3605	130	18	values	value	NOUN
fis-3605	130	19	and	and	CCONJ
fis-3605	130	20	predicted	predict	VERB
fis-3605	130	21	data	datum	NOUN
fis-3605	130	22	values	value	NOUN
fis-3605	130	23	)	)	PUNCT
fis-3605	130	24	was	be	AUX
fis-3605	130	25	adopted	adopt	VERB
fis-3605	130	26	.	.	PUNCT
fis-3605	131	1	the	the	DET
fis-3605	131	2	output	output	NOUN
fis-3605	131	3	provided	provide	VERB
fis-3605	131	4	by	by	ADP
fis-3605	131	5	the	the	DET
fis-3605	131	6	network	network	NOUN
fis-3605	131	7	consists	consist	VERB
fis-3605	131	8	of	of	ADP
fis-3605	131	9	a	a	DET
fis-3605	131	10	vector	vector	NOUN
fis-3605	131	11	composed	compose	VERB
fis-3605	131	12	by	by	ADP
fis-3605	131	13	two	two	NUM
fis-3605	131	14	columns	column	NOUN
fis-3605	131	15	(	(	PUNCT
fis-3605	131	16	dimension	dimension	NOUN
fis-3605	131	17	equal	equal	ADJ
fis-3605	131	18	to	to	ADP
fis-3605	131	19	16x2	16x2	NUM
fis-3605	131	20	):	):	PUNCT
fis-3605	131	21	the	the	DET
fis-3605	131	22	first	first	ADJ
fis-3605	131	23	represents	represent	VERB
fis-3605	131	24	the	the	DET
fis-3605	131	25	predicted	predict	VERB
fis-3605	131	26	intersection	intersection	NOUN
fis-3605	131	27	between	between	ADP
fis-3605	131	28	the	the	DET
fis-3605	131	29	two	two	NUM
fis-3605	131	30	straight	straight	ADJ
fis-3605	131	31	lines	line	NOUN
fis-3605	131	32	,	,	PUNCT
fis-3605	131	33	the	the	DET
fis-3605	131	34	second	second	NOUN
fis-3605	131	35	represents	represent	VERB
fis-3605	131	36	the	the	DET
fis-3605	131	37	time	time	NOUN
fis-3605	131	38	at	at	ADP
fis-3605	131	39	which	which	PRON
fis-3605	131	40	this	this	DET
fis-3605	131	41	temperature	temperature	NOUN
fis-3605	131	42	data	datum	NOUN
fis-3605	131	43	was	be	AUX
fis-3605	131	44	obtained	obtain	VERB
fis-3605	131	45	.	.	PUNCT
fis-3605	132	1	results	result	NOUN
fis-3605	132	2	and	and	CCONJ
fis-3605	132	3	discussion	discussion	NOUN
fis-3605	132	4	accuracy	accuracy	NOUN
fis-3605	132	5	of	of	ADP
fis-3605	132	6	the	the	DET
fis-3605	132	7	network	network	NOUN
fis-3605	132	8	he	he	PRON
fis-3605	132	9	lsm	lsm	PROPN
fis-3605	132	10	network	network	PROPN
fis-3605	132	11	has	have	AUX
fis-3605	132	12	been	be	AUX
fis-3605	132	13	trained	train	VERB
fis-3605	132	14	with	with	ADP
fis-3605	132	15	the	the	DET
fis-3605	132	16	80	80	NUM
fis-3605	132	17	%	%	NOUN
fis-3605	132	18	of	of	ADP
fis-3605	132	19	the	the	DET
fis-3605	132	20	whole	whole	ADJ
fis-3605	132	21	dataset	dataset	NOUN
fis-3605	132	22	and	and	CCONJ
fis-3605	132	23	the	the	DET
fis-3605	132	24	mse	mse	NOUN
fis-3605	132	25	has	have	AUX
fis-3605	132	26	been	be	AUX
fis-3605	132	27	evaluated	evaluate	VERB
fis-3605	132	28	.	.	PUNCT
fis-3605	133	1	in	in	ADP
fis-3605	133	2	fig	fig	NOUN
fis-3605	133	3	.	.	PUNCT
fis-3605	134	1	7	7	NUM
fis-3605	134	2	,	,	PUNCT
fis-3605	134	3	it	it	PRON
fis-3605	134	4	is	be	AUX
fis-3605	134	5	reported	report	VERB
fis-3605	134	6	the	the	DET
fis-3605	134	7	loss	loss	NOUN
fis-3605	134	8	(	(	PUNCT
fis-3605	134	9	value	value	NOUN
fis-3605	134	10	measure	measure	NOUN
fis-3605	134	11	of	of	ADP
fis-3605	134	12	how	how	SCONJ
fis-3605	134	13	the	the	DET
fis-3605	134	14	model	model	NOUN
fis-3605	134	15	being	be	AUX
fis-3605	134	16	able	able	ADJ
fis-3605	134	17	to	to	PART
fis-3605	134	18	predict	predict	VERB
fis-3605	134	19	the	the	DET
fis-3605	134	20	expected	expect	VERB
fis-3605	134	21	outcome	outcome	NOUN
fis-3605	134	22	)	)	PUNCT
fis-3605	134	23	vs.	vs.	ADP
fis-3605	134	24	epochs	epoch	NOUN
fis-3605	134	25	,	,	PUNCT
fis-3605	134	26	i.e.	i.e.	X
fis-3605	134	27	,	,	PUNCT
fis-3605	134	28	the	the	DET
fis-3605	134	29	mean	mean	ADJ
fis-3605	134	30	square	square	ADJ
fis-3605	134	31	discrepancy	discrepancy	NOUN
fis-3605	134	32	value	value	NOUN
fis-3605	134	33	between	between	ADP
fis-3605	134	34	the	the	DET
fis-3605	134	35	observed	observe	VERB
fis-3605	134	36	data	data	NOUN
fis-3605	134	37	values	value	NOUN
fis-3605	134	38	and	and	CCONJ
fis-3605	134	39	the	the	DET
fis-3605	134	40	predicted	predict	VERB
fis-3605	134	41	data	data	NOUN
fis-3605	134	42	values	value	NOUN
fis-3605	134	43	for	for	ADP
fis-3605	134	44	each	each	DET
fis-3605	134	45	iteration	iteration	NOUN
fis-3605	134	46	of	of	ADP
fis-3605	134	47	the	the	DET
fis-3605	134	48	algorithm	algorithm	NOUN
fis-3605	134	49	.	.	PUNCT
fis-3605	135	1	n	n	PROPN
fis-3605	135	2	2	2	NUM
fis-3605	135	3	pred	pre	VERB
fis-3605	135	4	ii=1	ii=1	ADV
fis-3605	135	5	1	1	NUM
fis-3605	135	6	mse=	mse=	PROPN
fis-3605	135	7	(	(	PUNCT
fis-3605	135	8	y	y	PROPN
fis-3605	135	9	-y	-y	PROPN
fis-3605	135	10	)	)	PUNCT
fis-3605	136	1	n	n	CCONJ
fis-3605	136	2	(	(	PUNCT
fis-3605	136	3	7	7	NUM
fis-3605	136	4	)	)	PUNCT
fis-3605	136	5	after	after	SCONJ
fis-3605	136	6	a	a	DET
fis-3605	136	7	number	number	NOUN
fis-3605	136	8	of	of	ADP
fis-3605	136	9	1300	1300	NUM
fis-3605	136	10	epochs	epoch	NOUN
fis-3605	136	11	the	the	DET
fis-3605	136	12	mse	mse	NOUN
fis-3605	136	13	evaluated	evaluate	VERB
fis-3605	136	14	for	for	ADP
fis-3605	136	15	the	the	DET
fis-3605	136	16	train	train	NOUN
fis-3605	136	17	set	set	NOUN
fis-3605	136	18	is	be	AUX
fis-3605	136	19	equal	equal	ADJ
fis-3605	136	20	to	to	ADP
fis-3605	136	21	2.05e-5	2.05e-5	NOUN
fis-3605	136	22	,	,	PUNCT
fis-3605	136	23	while	while	SCONJ
fis-3605	136	24	the	the	DET
fis-3605	136	25	mse	mse	NOUN
fis-3605	136	26	for	for	ADP
fis-3605	136	27	the	the	DET
fis-3605	136	28	test	test	NOUN
fis-3605	136	29	set	set	NOUN
fis-3605	136	30	is	be	AUX
fis-3605	136	31	to	to	ADP
fis-3605	136	32	0.067	0.067	NUM
fis-3605	136	33	(	(	PUNCT
fis-3605	136	34	fig	fig	NOUN
fis-3605	136	35	.	.	PUNCT
fis-3605	136	36	7	7	NUM
fis-3605	136	37	)	)	PUNCT
fis-3605	136	38	.	.	PUNCT
fis-3605	137	1	t	t	PROPN
fis-3605	137	2	d.	d.	PROPN
fis-3605	137	3	milone	milone	PROPN
fis-3605	137	4	et	et	PROPN
fis-3605	137	5	alii	alii	PROPN
fis-3605	137	6	,	,	PUNCT
fis-3605	137	7	frattura	frattura	PROPN
fis-3605	137	8	ed	ed	PROPN
fis-3605	137	9	integrità	integrità	PROPN
fis-3605	137	10	strutturale	strutturale	PROPN
fis-3605	137	11	,	,	PUNCT
fis-3605	137	12	62	62	NUM
fis-3605	137	13	(	(	PUNCT
fis-3605	137	14	2022	2022	NUM
fis-3605	137	15	)	)	PUNCT
fis-3605	137	16	505	505	NUM
fis-3605	137	17	-	-	SYM
fis-3605	137	18	515	515	NUM
fis-3605	137	19	;	;	PUNCT
fis-3605	137	20	doi	doi	NOUN
fis-3605	137	21	:	:	PUNCT
fis-3605	137	22	10.3221	10.3221	NUM
fis-3605	137	23	/	/	SYM
fis-3605	137	24	igf	igf	PROPN
fis-3605	137	25	-	-	PUNCT
fis-3605	137	26	esis.62.34	esis.62.34	NOUN
fis-3605	137	27	511	511	NUM
fis-3605	137	28	figure	figure	NOUN
fis-3605	137	29	7	7	NUM
fis-3605	137	30	:	:	PUNCT
fis-3605	137	31	loss	loss	NOUN
fis-3605	137	32	value	value	NOUN
fis-3605	137	33	of	of	ADP
fis-3605	137	34	the	the	DET
fis-3605	137	35	lsm	lsm	PROPN
fis-3605	137	36	network	network	NOUN
fis-3605	137	37	.	.	PUNCT
fis-3605	138	1	further	further	ADJ
fis-3605	138	2	analysis	analysis	NOUN
fis-3605	138	3	has	have	AUX
fis-3605	138	4	been	be	AUX
fis-3605	138	5	conducted	conduct	VERB
fis-3605	138	6	to	to	PART
fis-3605	138	7	evaluate	evaluate	VERB
fis-3605	138	8	also	also	ADV
fis-3605	138	9	the	the	DET
fis-3605	138	10	rmse	rmse	NOUN
fis-3605	138	11	(	(	PUNCT
fis-3605	138	12	standard	standard	ADJ
fis-3605	138	13	deviation	deviation	NOUN
fis-3605	138	14	of	of	ADP
fis-3605	138	15	the	the	DET
fis-3605	138	16	residuals	residual	NOUN
fis-3605	138	17	prediction	prediction	NOUN
fis-3605	138	18	errors	error	NOUN
fis-3605	138	19	)	)	PUNCT
fis-3605	138	20	.	.	PUNCT
fis-3605	139	1	this	this	DET
fis-3605	139	2	kind	kind	NOUN
fis-3605	139	3	of	of	ADP
fis-3605	139	4	metric	metric	ADJ
fis-3605	139	5	is	be	AUX
fis-3605	139	6	adopted	adopt	VERB
fis-3605	139	7	in	in	ADP
fis-3605	139	8	a	a	DET
fis-3605	139	9	regression	regression	NOUN
fis-3605	139	10	to	to	PART
fis-3605	139	11	assess	assess	VERB
fis-3605	139	12	the	the	DET
fis-3605	139	13	scatter	scatter	NOUN
fis-3605	139	14	of	of	ADP
fis-3605	139	15	experimental	experimental	ADJ
fis-3605	139	16	data	datum	NOUN
fis-3605	139	17	respect	respect	NOUN
fis-3605	139	18	to	to	ADP
fis-3605	139	19	the	the	DET
fis-3605	139	20	prediction	prediction	NOUN
fis-3605	139	21	made	make	VERB
fis-3605	139	22	by	by	ADP
fis-3605	139	23	the	the	DET
fis-3605	139	24	regression	regression	NOUN
fis-3605	139	25	line	line	NOUN
fis-3605	139	26	:	:	PUNCT
fis-3605	139	27	n	n	PROPN
fis-3605	139	28	2	2	NUM
fis-3605	139	29	pred	pre	VERB
fis-3605	139	30	ii=1	ii=1	ADV
fis-3605	139	31	1	1	NUM
fis-3605	139	32	rmse=	rmse=	ADJ
fis-3605	139	33	(	(	PUNCT
fis-3605	139	34	y	y	PROPN
fis-3605	139	35	-y	-y	PROPN
fis-3605	139	36	)	)	PUNCT
fis-3605	140	1	n	n	CCONJ
fis-3605	140	2	(	(	PUNCT
fis-3605	140	3	8)	8)	NUM
fis-3605	140	4	it	it	PRON
fis-3605	140	5	is	be	AUX
fis-3605	140	6	a	a	DET
fis-3605	140	7	measure	measure	NOUN
fis-3605	140	8	of	of	ADP
fis-3605	140	9	how	how	SCONJ
fis-3605	140	10	the	the	DET
fis-3605	140	11	data	datum	NOUN
fis-3605	140	12	fall	fall	VERB
fis-3605	140	13	around	around	ADP
fis-3605	140	14	the	the	DET
fis-3605	140	15	best	good	ADJ
fis-3605	140	16	fit	fit	ADJ
fis-3605	140	17	line	line	NOUN
fis-3605	140	18	related	relate	VERB
fis-3605	140	19	to	to	ADP
fis-3605	140	20	training	training	NOUN
fis-3605	140	21	and	and	CCONJ
fis-3605	140	22	test	test	NOUN
fis-3605	140	23	data	datum	NOUN
fis-3605	140	24	.	.	PUNCT
fis-3605	141	1	a	a	DET
fis-3605	141	2	value	value	NOUN
fis-3605	141	3	of	of	ADP
fis-3605	141	4	0.004	0.004	NUM
fis-3605	141	5	for	for	ADP
fis-3605	141	6	the	the	DET
fis-3605	141	7	training	training	NOUN
fis-3605	141	8	data	datum	NOUN
fis-3605	141	9	and	and	CCONJ
fis-3605	141	10	0.2603	0.2603	NUM
fis-3605	141	11	for	for	ADP
fis-3605	141	12	the	the	DET
fis-3605	141	13	test	test	NOUN
fis-3605	141	14	data	datum	NOUN
fis-3605	141	15	have	have	AUX
fis-3605	141	16	been	be	AUX
fis-3605	141	17	obtained	obtain	VERB
fis-3605	141	18	(	(	PUNCT
fis-3605	141	19	fig	fig	NOUN
fis-3605	141	20	.	.	PUNCT
fis-3605	142	1	8)	8)	NUM
fis-3605	142	2	.	.	PUNCT
fis-3605	142	3	figure	figure	NOUN
fis-3605	142	4	8	8	NUM
fis-3605	142	5	:	:	PUNCT
fis-3605	142	6	rmse	rmse	ADJ
fis-3605	142	7	value	value	NOUN
fis-3605	142	8	of	of	ADP
fis-3605	142	9	the	the	DET
fis-3605	142	10	lsm	lsm	PROPN
fis-3605	142	11	network	network	PROPN
fis-3605	142	12	.	.	PUNCT
fis-3605	143	1	prediction	prediction	NOUN
fis-3605	143	2	of	of	ADP
fis-3605	143	3	the	the	DET
fis-3605	143	4	limit	limit	NOUN
fis-3605	143	5	stress	stress	NOUN
fis-3605	143	6	after	after	ADP
fis-3605	143	7	analysing	analyse	VERB
fis-3605	143	8	the	the	DET
fis-3605	143	9	parameters	parameter	NOUN
fis-3605	143	10	related	relate	VERB
fis-3605	143	11	to	to	ADP
fis-3605	143	12	the	the	DET
fis-3605	143	13	accuracy	accuracy	NOUN
fis-3605	143	14	of	of	ADP
fis-3605	143	15	the	the	DET
fis-3605	143	16	network	network	NOUN
fis-3605	144	1	,	,	PUNCT
fis-3605	144	2	the	the	DET
fis-3605	144	3	next	next	ADJ
fis-3605	144	4	step	step	NOUN
fis-3605	144	5	has	have	AUX
fis-3605	144	6	been	be	AUX
fis-3605	144	7	to	to	PART
fis-3605	144	8	make	make	VERB
fis-3605	144	9	predictions	prediction	NOUN
fis-3605	144	10	on	on	ADP
fis-3605	144	11	new	new	ADJ
fis-3605	144	12	temperature	temperature	NOUN
fis-3605	144	13	data	datum	NOUN
fis-3605	144	14	sets	set	NOUN
fis-3605	144	15	to	to	PART
fis-3605	144	16	evaluate	evaluate	VERB
fis-3605	144	17	the	the	DET
fis-3605	144	18	reliability	reliability	NOUN
fis-3605	144	19	of	of	ADP
fis-3605	144	20	the	the	DET
fis-3605	144	21	network	network	NOUN
fis-3605	144	22	in	in	ADP
fis-3605	144	23	predicting	predict	VERB
fis-3605	144	24	the	the	DET
fis-3605	144	25	limit	limit	NOUN
fis-3605	144	26	stress	stress	NOUN
fis-3605	144	27	of	of	ADP
fis-3605	144	28	the	the	DET
fis-3605	144	29	material	material	NOUN
fis-3605	144	30	.	.	PUNCT
fis-3605	145	1	for	for	ADP
fis-3605	145	2	the	the	DET
fis-3605	145	3	test	test	NOUN
fis-3605	145	4	d.	d.	PROPN
fis-3605	145	5	milone	milone	PROPN
fis-3605	145	6	et	et	PROPN
fis-3605	145	7	alii	alii	PROPN
fis-3605	145	8	,	,	PUNCT
fis-3605	145	9	frattura	frattura	PROPN
fis-3605	145	10	ed	ed	PROPN
fis-3605	145	11	integrità	integrità	PROPN
fis-3605	145	12	strutturale	strutturale	PROPN
fis-3605	145	13	,	,	PUNCT
fis-3605	145	14	62	62	NUM
fis-3605	145	15	(	(	PUNCT
fis-3605	145	16	2022	2022	NUM
fis-3605	145	17	)	)	PUNCT
fis-3605	145	18	505	505	NUM
fis-3605	145	19	-	-	SYM
fis-3605	145	20	515	515	NUM
fis-3605	145	21	;	;	PUNCT
fis-3605	145	22	doi	doi	NOUN
fis-3605	145	23	:	:	PUNCT
fis-3605	145	24	10.3221	10.3221	NUM
fis-3605	145	25	/	/	SYM
fis-3605	145	26	igf	igf	PROPN
fis-3605	145	27	-	-	PUNCT
fis-3605	145	28	esis.62.34	esis.62.34	NOUN
fis-3605	145	29	512	512	NUM
fis-3605	145	30	section	section	NOUN
fis-3605	145	31	,	,	PUNCT
fis-3605	145	32	steel	steel	NOUN
fis-3605	145	33	(	(	PUNCT
fis-3605	145	34	aisi	aisi	PROPN
fis-3605	145	35	316l	316l	PROPN
fis-3605	145	36	)	)	PUNCT
fis-3605	145	37	,	,	PUNCT
fis-3605	145	38	composite	composite	ADJ
fis-3605	145	39	(	(	PUNCT
fis-3605	145	40	pa66gf35	pa66gf35	NOUN
fis-3605	145	41	)	)	PUNCT
fis-3605	145	42	and	and	CCONJ
fis-3605	145	43	plastic	plastic	NOUN
fis-3605	145	44	(	(	PUNCT
fis-3605	145	45	pe100	pe100	PROPN
fis-3605	145	46	)	)	PUNCT
fis-3605	145	47	materials	material	NOUN
fis-3605	145	48	have	have	AUX
fis-3605	145	49	been	be	AUX
fis-3605	145	50	chosen	choose	VERB
fis-3605	145	51	.	.	PUNCT
fis-3605	146	1	the	the	DET
fis-3605	146	2	outputs	output	NOUN
fis-3605	146	3	from	from	ADP
fis-3605	146	4	the	the	DET
fis-3605	146	5	analysis	analysis	NOUN
fis-3605	146	6	have	have	AUX
fis-3605	146	7	been	be	AUX
fis-3605	146	8	named	name	VERB
fis-3605	146	9	as	as	ADP
fis-3605	146	10	:	:	PUNCT
fis-3605	146	11	1	1	NUM
fis-3605	146	12	)	)	PUNCT
fis-3605	146	13	expected	expect	VERB
fis-3605	146	14	value	value	NOUN
fis-3605	146	15	:	:	PUNCT
fis-3605	146	16	value	value	NOUN
fis-3605	146	17	obtained	obtain	VERB
fis-3605	146	18	from	from	ADP
fis-3605	146	19	the	the	DET
fis-3605	146	20	analysis	analysis	NOUN
fis-3605	146	21	of	of	ADP
fis-3605	146	22	an	an	DET
fis-3605	146	23	expert	expert	NOUN
fis-3605	146	24	operator	operator	NOUN
fis-3605	146	25	.	.	PUNCT
fis-3605	147	1	2	2	X
fis-3605	147	2	)	)	PUNCT
fis-3605	147	3	predicted	predict	VERB
fis-3605	147	4	value	value	NOUN
fis-3605	147	5	:	:	PUNCT
fis-3605	147	6	value	value	NOUN
fis-3605	147	7	obtained	obtain	VERB
fis-3605	147	8	from	from	ADP
fis-3605	147	9	the	the	DET
fis-3605	147	10	neural	neural	ADJ
fis-3605	147	11	network	network	NOUN
fis-3605	147	12	.	.	PUNCT
fis-3605	148	1	fig	fig	NOUN
fis-3605	148	2	.	.	PUNCT
fis-3605	149	1	9	9	NUM
fis-3605	149	2	,	,	PUNCT
fis-3605	149	3	fig	fig	NOUN
fis-3605	149	4	.	.	PUNCT
fis-3605	150	1	10	10	NUM
fis-3605	150	2	,	,	PUNCT
fis-3605	150	3	and	and	CCONJ
fis-3605	150	4	fig	fig	NOUN
fis-3605	150	5	.	.	PUNCT
fis-3605	151	1	11	11	NUM
fis-3605	151	2	are	be	AUX
fis-3605	151	3	reported	report	VERB
fis-3605	151	4	to	to	PART
fis-3605	151	5	better	well	ADV
fis-3605	151	6	visualize	visualize	VERB
fis-3605	151	7	the	the	DET
fis-3605	151	8	outputs	output	NOUN
fis-3605	151	9	coming	come	VERB
fis-3605	151	10	from	from	ADP
fis-3605	151	11	the	the	DET
fis-3605	151	12	algorithm	algorithm	NOUN
fis-3605	151	13	.	.	PUNCT
fis-3605	152	1	the	the	DET
fis-3605	152	2	results	result	NOUN
fis-3605	152	3	of	of	ADP
fis-3605	152	4	the	the	DET
fis-3605	152	5	train	train	NOUN
fis-3605	152	6	,	,	PUNCT
fis-3605	152	7	test	test	NOUN
fis-3605	152	8	and	and	CCONJ
fis-3605	152	9	validate	validate	VERB
fis-3605	152	10	dataset	dataset	NOUN
fis-3605	152	11	are	be	AUX
fis-3605	152	12	shown	show	VERB
fis-3605	152	13	below	below	ADP
fis-3605	152	14	.	.	PUNCT
fis-3605	153	1	(	(	PUNCT
fis-3605	153	2	a	a	X
fis-3605	153	3	)	)	PUNCT
fis-3605	153	4	(	(	PUNCT
fis-3605	153	5	b	b	X
fis-3605	153	6	)	)	PUNCT
fis-3605	153	7	figure	figure	NOUN
fis-3605	153	8	9	9	NUM
fis-3605	153	9	:	:	PUNCT
fis-3605	153	10	a	a	X
fis-3605	153	11	)	)	PUNCT
fis-3605	153	12	c45	c45	NOUN
fis-3605	153	13	expected	expect	VERB
fis-3605	153	14	vs	vs	ADP
fis-3605	153	15	predicted	predict	VERB
fis-3605	153	16	limit	limit	NOUN
fis-3605	153	17	stress	stress	NOUN
fis-3605	153	18	(	(	PUNCT
fis-3605	153	19	training	training	NOUN
fis-3605	153	20	)	)	PUNCT
fis-3605	153	21	;	;	PUNCT
fis-3605	154	1	b	b	X
fis-3605	154	2	)	)	PUNCT
fis-3605	154	3	pe100	pe100	PROPN
fis-3605	154	4	expected	expect	VERB
fis-3605	154	5	vs	vs	ADP
fis-3605	154	6	predicted	predict	VERB
fis-3605	154	7	limit	limit	NOUN
fis-3605	154	8	stress	stress	NOUN
fis-3605	154	9	(	(	PUNCT
fis-3605	154	10	training	training	NOUN
fis-3605	154	11	)	)	PUNCT
fis-3605	154	12	.	.	PUNCT
fis-3605	155	1	fig	fig	NOUN
fis-3605	155	2	.	.	PUNCT
fis-3605	156	1	9	9	NUM
fis-3605	156	2	shows	show	VERB
fis-3605	156	3	how	how	SCONJ
fis-3605	156	4	,	,	PUNCT
fis-3605	156	5	on	on	ADP
fis-3605	156	6	a	a	DET
fis-3605	156	7	set	set	NOUN
fis-3605	156	8	of	of	ADP
fis-3605	156	9	data	datum	NOUN
fis-3605	156	10	used	use	VERB
fis-3605	156	11	to	to	PART
fis-3605	156	12	train	train	VERB
fis-3605	156	13	the	the	DET
fis-3605	156	14	network	network	NOUN
fis-3605	156	15	,	,	PUNCT
fis-3605	156	16	the	the	DET
fis-3605	156	17	estimated	estimate	VERB
fis-3605	156	18	percentage	percentage	NOUN
fis-3605	156	19	error	error	NOUN
fis-3605	156	20	on	on	ADP
fis-3605	156	21	the	the	DET
fis-3605	156	22	temperature	temperature	NOUN
fis-3605	156	23	calculation	calculation	NOUN
fis-3605	156	24	is	be	AUX
fis-3605	156	25	0.01	0.01	NUM
fis-3605	156	26	%	%	NOUN
fis-3605	156	27	.	.	PUNCT
fis-3605	157	1	the	the	DET
fis-3605	157	2	prediction	prediction	NOUN
fis-3605	157	3	performed	perform	VERB
fis-3605	157	4	on	on	ADP
fis-3605	157	5	the	the	DET
fis-3605	157	6	time	time	NOUN
fis-3605	157	7	values	value	NOUN
fis-3605	157	8	reports	report	VERB
fis-3605	157	9	a	a	DET
fis-3605	157	10	percentage	percentage	NOUN
fis-3605	157	11	error	error	NOUN
fis-3605	157	12	equal	equal	ADJ
fis-3605	157	13	to	to	ADP
fis-3605	157	14	0.04	0.04	NUM
fis-3605	157	15	%	%	NOUN
fis-3605	157	16	.	.	PUNCT
fis-3605	158	1	all	all	DET
fis-3605	158	2	this	this	PRON
fis-3605	158	3	is	be	AUX
fis-3605	158	4	equivalent	equivalent	ADJ
fis-3605	158	5	to	to	ADP
fis-3605	158	6	saying	say	VERB
fis-3605	158	7	that	that	SCONJ
fis-3605	158	8	the	the	DET
fis-3605	158	9	input	input	NOUN
fis-3605	158	10	data	datum	NOUN
fis-3605	158	11	link	link	VERB
fis-3605	158	12	with	with	ADP
fis-3605	158	13	the	the	DET
fis-3605	158	14	network	network	NOUN
fis-3605	158	15	,	,	PUNCT
fis-3605	158	16	i.e.	i.e.	X
fis-3605	158	17	,	,	PUNCT
fis-3605	158	18	the	the	DET
fis-3605	158	19	algorithm	algorithm	NOUN
fis-3605	158	20	can	can	AUX
fis-3605	158	21	predict	predict	VERB
fis-3605	158	22	the	the	DET
fis-3605	158	23	phenomenon	phenomenon	NOUN
fis-3605	158	24	's	's	PART
fis-3605	158	25	behaviour	behaviour	NOUN
fis-3605	158	26	.	.	PUNCT
fis-3605	159	1	(	(	PUNCT
fis-3605	159	2	a	a	X
fis-3605	159	3	)	)	PUNCT
fis-3605	159	4	(	(	PUNCT
fis-3605	159	5	b	b	X
fis-3605	159	6	)	)	PUNCT
fis-3605	159	7	figure	figure	NOUN
fis-3605	159	8	10	10	NUM
fis-3605	159	9	:	:	PUNCT
fis-3605	159	10	a	a	X
fis-3605	159	11	)	)	PUNCT
fis-3605	159	12	s355	s355	PROPN
fis-3605	159	13	expected	expect	VERB
fis-3605	159	14	vs.	vs.	ADP
fis-3605	159	15	predicted	predict	VERB
fis-3605	159	16	limit	limit	NOUN
fis-3605	159	17	stress	stress	NOUN
fis-3605	159	18	(	(	PUNCT
fis-3605	159	19	test	test	NOUN
fis-3605	159	20	)	)	PUNCT
fis-3605	159	21	;	;	PUNCT
fis-3605	159	22	b	b	X
fis-3605	159	23	)	)	PUNCT
fis-3605	159	24	aisi	aisi	PROPN
fis-3605	159	25	316l	316l	PROPN
fis-3605	159	26	expected	expect	VERB
fis-3605	159	27	vs.	vs.	ADP
fis-3605	159	28	predicted	predict	VERB
fis-3605	159	29	limit	limit	NOUN
fis-3605	159	30	stress	stress	NOUN
fis-3605	159	31	(	(	PUNCT
fis-3605	159	32	test	test	NOUN
fis-3605	159	33	)	)	PUNCT
fis-3605	159	34	.	.	PUNCT
fis-3605	160	1	on	on	ADP
fis-3605	160	2	the	the	DET
fis-3605	160	3	other	other	ADJ
fis-3605	160	4	hand	hand	NOUN
fis-3605	160	5	,	,	PUNCT
fis-3605	160	6	fig	fig	NOUN
fis-3605	160	7	.	.	PUNCT
fis-3605	161	1	10	10	NUM
fis-3605	161	2	shows	show	VERB
fis-3605	161	3	the	the	DET
fis-3605	161	4	tests	test	NOUN
fis-3605	161	5	used	use	VERB
fis-3605	161	6	to	to	PART
fis-3605	161	7	validate	validate	VERB
fis-3605	161	8	the	the	DET
fis-3605	161	9	accuracy	accuracy	NOUN
fis-3605	161	10	of	of	ADP
fis-3605	161	11	the	the	DET
fis-3605	161	12	algorithm	algorithm	NOUN
fis-3605	161	13	.	.	PUNCT
fis-3605	162	1	in	in	ADP
fis-3605	162	2	this	this	DET
fis-3605	162	3	case	case	NOUN
fis-3605	162	4	,	,	PUNCT
fis-3605	162	5	it	it	PRON
fis-3605	162	6	is	be	AUX
fis-3605	162	7	clear	clear	ADJ
fis-3605	162	8	that	that	SCONJ
fis-3605	162	9	the	the	DET
fis-3605	162	10	estimated	estimate	VERB
fis-3605	162	11	percentage	percentage	NOUN
fis-3605	162	12	error	error	NOUN
fis-3605	162	13	on	on	ADP
fis-3605	162	14	the	the	DET
fis-3605	162	15	temperature	temperature	NOUN
fis-3605	162	16	calculation	calculation	NOUN
fis-3605	162	17	is	be	AUX
fis-3605	162	18	0.05	0.05	NUM
fis-3605	162	19	%	%	NOUN
fis-3605	162	20	,	,	PUNCT
fis-3605	162	21	while	while	SCONJ
fis-3605	162	22	for	for	ADP
fis-3605	162	23	time	time	NOUN
fis-3605	162	24	values	value	NOUN
fis-3605	162	25	it	it	PRON
fis-3605	162	26	is	be	AUX
fis-3605	162	27	equal	equal	ADJ
fis-3605	162	28	to	to	ADP
fis-3605	162	29	0.9	0.9	NUM
fis-3605	162	30	%	%	NOUN
fis-3605	162	31	.	.	PUNCT
fis-3605	163	1	finally	finally	ADV
fis-3605	163	2	,	,	PUNCT
fis-3605	163	3	fig	fig	NOUN
fis-3605	163	4	.	.	PUNCT
fis-3605	163	5	11	11	NUM
fis-3605	163	6	represents	represent	VERB
fis-3605	163	7	materials	material	NOUN
fis-3605	163	8	that	that	PRON
fis-3605	163	9	was	be	AUX
fis-3605	163	10	not	not	PART
fis-3605	163	11	used	use	VERB
fis-3605	163	12	in	in	ADP
fis-3605	163	13	the	the	DET
fis-3605	163	14	development	development	NOUN
fis-3605	163	15	of	of	ADP
fis-3605	163	16	the	the	DET
fis-3605	163	17	algorithm	algorithm	NOUN
fis-3605	163	18	;	;	PUNCT
fis-3605	163	19	therefore	therefore	ADV
fis-3605	163	20	,	,	PUNCT
fis-3605	163	21	it	it	PRON
fis-3605	163	22	was	be	AUX
fis-3605	163	23	not	not	PART
fis-3605	163	24	used	use	VERB
fis-3605	163	25	for	for	ADP
fis-3605	163	26	training	train	VERB
fis-3605	163	27	the	the	DET
fis-3605	163	28	neural	neural	ADJ
fis-3605	163	29	network	network	NOUN
fis-3605	163	30	.	.	PUNCT
fis-3605	164	1	in	in	ADP
fis-3605	164	2	this	this	DET
fis-3605	164	3	case	case	NOUN
fis-3605	164	4	,	,	PUNCT
fis-3605	164	5	the	the	DET
fis-3605	164	6	estimated	estimate	VERB
fis-3605	164	7	percent	percent	NOUN
fis-3605	164	8	error	error	NOUN
fis-3605	164	9	on	on	ADP
fis-3605	164	10	the	the	DET
fis-3605	164	11	temperature	temperature	NOUN
fis-3605	164	12	calculation	calculation	NOUN
fis-3605	164	13	is	be	AUX
fis-3605	164	14	0.1	0.1	NUM
fis-3605	164	15	%	%	NOUN
fis-3605	164	16	,	,	PUNCT
fis-3605	164	17	while	while	SCONJ
fis-3605	164	18	for	for	ADP
fis-3605	164	19	time	time	NOUN
fis-3605	164	20	values	value	NOUN
fis-3605	164	21	the	the	DET
fis-3605	164	22	percentage	percentage	NOUN
fis-3605	164	23	error	error	NOUN
fis-3605	164	24	is	be	AUX
fis-3605	164	25	equal	equal	ADJ
fis-3605	164	26	to	to	ADP
fis-3605	164	27	3.3	3.3	NUM
fis-3605	164	28	%	%	NOUN
fis-3605	164	29	.	.	PUNCT
fis-3605	165	1	d.	d.	PROPN
fis-3605	165	2	milone	milone	PROPN
fis-3605	165	3	et	et	PROPN
fis-3605	165	4	alii	alii	PROPN
fis-3605	165	5	,	,	PUNCT
fis-3605	165	6	frattura	frattura	PROPN
fis-3605	165	7	ed	ed	PROPN
fis-3605	165	8	integrità	integrità	PROPN
fis-3605	165	9	strutturale	strutturale	PROPN
fis-3605	165	10	,	,	PUNCT
fis-3605	165	11	62	62	NUM
fis-3605	165	12	(	(	PUNCT
fis-3605	165	13	2022	2022	NUM
fis-3605	165	14	)	)	PUNCT
fis-3605	165	15	505	505	NUM
fis-3605	165	16	-	-	SYM
fis-3605	165	17	515	515	NUM
fis-3605	165	18	;	;	PUNCT
fis-3605	165	19	doi	doi	NOUN
fis-3605	165	20	:	:	PUNCT
fis-3605	165	21	10.3221	10.3221	NUM
fis-3605	165	22	/	/	SYM
fis-3605	165	23	igf	igf	PROPN
fis-3605	165	24	-	-	PUNCT
fis-3605	165	25	esis.62.34	esis.62.34	PROPN
fis-3605	165	26	513	513	NUM
fis-3605	165	27	tab	tab	NOUN
fis-3605	165	28	.	.	PUNCT
fis-3605	165	29	1	1	NUM
fis-3605	165	30	reports	report	VERB
fis-3605	165	31	the	the	DET
fis-3605	165	32	expected	expect	VERB
fis-3605	165	33	(	(	PUNCT
fis-3605	165	34	i.e.	i.e.	X
fis-3605	165	35	assessed	assess	VERB
fis-3605	165	36	by	by	ADP
fis-3605	165	37	the	the	DET
fis-3605	165	38	operator	operator	NOUN
fis-3605	165	39	)	)	PUNCT
fis-3605	165	40	and	and	CCONJ
fis-3605	165	41	the	the	DET
fis-3605	165	42	predicted	predict	VERB
fis-3605	165	43	value	value	NOUN
fis-3605	165	44	of	of	ADP
fis-3605	165	45	the	the	DET
fis-3605	165	46	limit	limit	NOUN
fis-3605	165	47	stress	stress	NOUN
fis-3605	165	48	by	by	ADP
fis-3605	165	49	the	the	DET
fis-3605	165	50	neural	neural	ADJ
fis-3605	165	51	network	network	NOUN
fis-3605	165	52	.	.	PUNCT
fis-3605	166	1	each	each	DET
fis-3605	166	2	material	material	NOUN
fis-3605	166	3	has	have	AUX
fis-3605	166	4	been	be	AUX
fis-3605	166	5	identified	identify	VERB
fis-3605	166	6	according	accord	VERB
fis-3605	166	7	to	to	ADP
fis-3605	166	8	its	its	PRON
fis-3605	166	9	use	use	NOUN
fis-3605	166	10	.	.	PUNCT
fis-3605	167	1	if	if	SCONJ
fis-3605	167	2	it	it	PRON
fis-3605	167	3	has	have	AUX
fis-3605	167	4	been	be	AUX
fis-3605	167	5	used	use	VERB
fis-3605	167	6	as	as	ADP
fis-3605	167	7	a	a	DET
fis-3605	167	8	training	training	NOUN
fis-3605	167	9	set	set	VERB
fis-3605	167	10	its	its	PRON
fis-3605	167	11	identifier	identifier	NOUN
fis-3605	167	12	is	be	AUX
fis-3605	167	13	"	"	PUNCT
fis-3605	167	14	train	train	NOUN
fis-3605	167	15	"	"	PUNCT
fis-3605	167	16	,	,	PUNCT
fis-3605	167	17	if	if	SCONJ
fis-3605	167	18	it	it	PRON
fis-3605	167	19	has	have	AUX
fis-3605	167	20	been	be	AUX
fis-3605	167	21	a	a	DET
fis-3605	167	22	part	part	NOUN
fis-3605	167	23	of	of	ADP
fis-3605	167	24	the	the	DET
fis-3605	167	25	test	test	NOUN
fis-3605	167	26	set	set	VERB
fis-3605	167	27	its	its	PRON
fis-3605	167	28	identifier	identifier	NOUN
fis-3605	167	29	is	be	AUX
fis-3605	167	30	"	"	PUNCT
fis-3605	167	31	test	test	NOUN
fis-3605	167	32	"	"	PUNCT
fis-3605	167	33	.	.	PUNCT
fis-3605	168	1	finally	finally	ADV
fis-3605	168	2	,	,	PUNCT
fis-3605	168	3	if	if	SCONJ
fis-3605	168	4	it	it	PRON
fis-3605	168	5	has	have	AUX
fis-3605	168	6	been	be	AUX
fis-3605	168	7	used	use	VERB
fis-3605	168	8	for	for	ADP
fis-3605	168	9	validation	validation	NOUN
fis-3605	168	10	,	,	PUNCT
fis-3605	168	11	its	its	PRON
fis-3605	168	12	identifier	identifier	NOUN
fis-3605	168	13	is	be	AUX
fis-3605	168	14	"	"	PUNCT
fis-3605	168	15	validation	validation	NOUN
fis-3605	168	16	"	"	PUNCT
fis-3605	168	17	.	.	PUNCT
fis-3605	169	1	(	(	PUNCT
fis-3605	169	2	a	a	X
fis-3605	169	3	)	)	PUNCT
fis-3605	169	4	(	(	PUNCT
fis-3605	169	5	b	b	X
fis-3605	169	6	)	)	PUNCT
fis-3605	169	7	figure	figure	NOUN
fis-3605	169	8	11	11	NUM
fis-3605	169	9	:	:	PUNCT
fis-3605	169	10	a	a	X
fis-3605	169	11	)	)	PUNCT
fis-3605	170	1	pa12	pa12	PROPN
fis-3605	170	2	expected	expect	VERB
fis-3605	170	3	vs.	vs.	ADP
fis-3605	170	4	predicted	predict	VERB
fis-3605	170	5	limit	limit	NOUN
fis-3605	170	6	stress	stress	NOUN
fis-3605	170	7	(	(	PUNCT
fis-3605	170	8	validate	validate	NOUN
fis-3605	170	9	)	)	PUNCT
fis-3605	170	10	;	;	PUNCT
fis-3605	170	11	b	b	X
fis-3605	170	12	)	)	PUNCT
fis-3605	170	13	pa66gf35	pa66gf35	NOUN
fis-3605	170	14	expected	expect	VERB
fis-3605	170	15	vs.	vs.	ADP
fis-3605	170	16	predicted	predict	VERB
fis-3605	170	17	limit	limit	NOUN
fis-3605	170	18	stress	stress	NOUN
fis-3605	170	19	(	(	PUNCT
fis-3605	170	20	validate	validate	NOUN
fis-3605	170	21	)	)	PUNCT
fis-3605	170	22	.	.	PUNCT
fis-3605	171	1	material	material	NOUN
fis-3605	171	2	test	test	NOUN
fis-3605	171	3	type	type	NOUN
fis-3605	171	4	expected	expect	VERB
fis-3605	171	5	value	value	NOUN
fis-3605	171	6	predicted	predict	VERB
fis-3605	171	7	value	value	NOUN
fis-3605	171	8	rmse	rmse	NOUN
fis-3605	171	9	t[s	t[s	NUM
fis-3605	171	10	]	]	PUNCT
fis-3605	171	11	t[k	t[k	NUM
fis-3605	171	12	]	]	X
fis-3605	171	13	σlim	σlim	NOUN
fis-3605	172	1	[	[	X
fis-3605	172	2	mpa	mpa	X
fis-3605	172	3	]	]	X
fis-3605	172	4	t[s	t[s	NUM
fis-3605	172	5	]	]	PUNCT
fis-3605	172	6	t[k	t[k	NUM
fis-3605	172	7	]	]	X
fis-3605	172	8	σlim	σlim	NOUN
fis-3605	173	1	[	[	X
fis-3605	173	2	mpa	mpa	X
fis-3605	173	3	]	]	X
fis-3605	173	4	t[s	t[s	NUM
fis-3605	173	5	]	]	PUNCT
fis-3605	173	6	t[k	t[k	NUM
fis-3605	173	7	]	]	X
fis-3605	173	8	σlim	σlim	NOUN
fis-3605	173	9	[	[	X
fis-3605	173	10	mpa	mpa	X
fis-3605	173	11	]	]	X
fis-3605	173	12	pa66gf35	pa66gf35	PROPN
fis-3605	173	13	(	(	PUNCT
fis-3605	173	14	composites	composite	NOUN
fis-3605	173	15	)	)	PUNCT
fis-3605	173	16	training	train	VERB
fis-3605	173	17	8.61	8.61	NUM
fis-3605	173	18	-0.21	-0.21	NUM
fis-3605	173	19	38.41	38.41	NUM
fis-3605	173	20	7.88	7.88	NUM
fis-3605	173	21	-0.21	-0.21	NUM
fis-3605	173	22	38.95	38.95	NUM
fis-3605	173	23	0.520	0.520	NUM
fis-3605	173	24	0.0001	0.0001	NUM
fis-3605	173	25	0.5172	0.5172	NUM
fis-3605	173	26	training	train	VERB
fis-3605	173	27	6.31	6.31	NUM
fis-3605	173	28	-0.28	-0.28	NUM
fis-3605	173	29	32.38	32.38	NUM
fis-3605	173	30	7.17	7.17	NUM
fis-3605	173	31	-0.28	-0.28	NUM
fis-3605	173	32	32.92	32.92	NUM
fis-3605	173	33	0.600	0.600	NUM
fis-3605	173	34	0.0001	0.0001	NUM
fis-3605	173	35	0.6021	0.6021	NUM
fis-3605	173	36	test	test	NOUN
fis-3605	173	37	6.65	6.65	NUM
fis-3605	173	38	-0.34	-0.34	NOUN
fis-3605	173	39	31.50	31.50	NUM
fis-3605	173	40	7.13	7.13	NUM
fis-3605	173	41	-0.34	-0.34	ADP
fis-3605	173	42	32.04	32.04	NUM
fis-3605	173	43	0.330	0.330	NUM
fis-3605	173	44	0.0001	0.0001	NUM
fis-3605	173	45	0.3345	0.3345	NUM
fis-3605	173	46	validation	validation	NOUN
fis-3605	173	47	7.20	7.20	NUM
fis-3605	173	48	-0.21	-0.21	NUM
fis-3605	173	49	37.66	37.66	NUM
fis-3605	173	50	7.88	7.88	NUM
fis-3605	173	51	-0.21	-0.21	NUM
fis-3605	173	52	38.20	38.20	NUM
fis-3605	173	53	0.480	0.480	NUM
fis-3605	173	54	0.0007	0.0007	NUM
fis-3605	173	55	0.4785	0.4785	NUM
fis-3605	173	56	validation	validation	NOUN
fis-3605	173	57	8.49	8.49	NUM
fis-3605	173	58	-0.25	-0.25	NUM
fis-3605	173	59	38.45	38.45	NUM
fis-3605	173	60	7.62	7.62	NUM
fis-3605	173	61	-0.26	-0.26	NOUN
fis-3605	173	62	38.21	38.21	NUM
fis-3605	173	63	0.620	0.620	NUM
fis-3605	173	64	0.0007	0.0007	NUM
fis-3605	173	65	0.6199	0.6199	NUM
fis-3605	173	66	aisi316l	aisi316l	NOUN
fis-3605	173	67	(	(	PUNCT
fis-3605	173	68	steel	steel	NOUN
fis-3605	173	69	)	)	PUNCT
fis-3605	173	70	training	train	VERB
fis-3605	173	71	93.27	93.27	NUM
fis-3605	173	72	-0.30	-0.30	PUNCT
fis-3605	173	73	279.96	279.96	NUM
fis-3605	173	74	93.35	93.35	NUM
fis-3605	173	75	-0.30	-0.30	PUNCT
fis-3605	173	76	280.02	280.02	NUM
fis-3605	173	77	0.050	0.050	NUM
fis-3605	173	78	0.0011	0.0011	NUM
fis-3605	173	79	0.0554	0.0554	NUM
fis-3605	173	80	test	test	NOUN
fis-3605	173	81	87.57	87.57	NUM
fis-3605	173	82	-0.06	-0.06	NUM
fis-3605	173	83	262.45	262.45	NUM
fis-3605	173	84	87.60	87.60	NUM
fis-3605	173	85	-0.07	-0.07	NUM
fis-3605	173	86	262.47	262.47	NUM
fis-3605	173	87	0.020	0.020	NUM
fis-3605	173	88	0.0036	0.0036	NUM
fis-3605	173	89	0.0176	0.0176	NUM
fis-3605	173	90	validation	validation	NOUN
fis-3605	173	91	98.09	98.09	NUM
fis-3605	173	92	-0.14	-0.14	NUM
fis-3605	173	93	294.49	294.49	NUM
fis-3605	173	94	97.21	97.21	NUM
fis-3605	173	95	-0.14	-0.14	NUM
fis-3605	173	96	295.11	295.11	NUM
fis-3605	173	97	0.620	0.620	NUM
fis-3605	173	98	0.0001	0.0001	NUM
fis-3605	173	99	0.6218	0.6218	NUM
fis-3605	173	100	c45	c45	NOUN
fis-3605	173	101	(	(	PUNCT
fis-3605	173	102	steel	steel	NOUN
fis-3605	173	103	)	)	PUNCT
fis-3605	173	104	training	train	VERB
fis-3605	173	105	31.94	31.94	NUM
fis-3605	173	106	-0.18	-0.18	NUM
fis-3605	173	107	213.32	213.32	NUM
fis-3605	173	108	31.93	31.93	NUM
fis-3605	173	109	-0.18	-0.18	NUM
fis-3605	173	110	213.32	213.32	NUM
fis-3605	173	111	0.002	0.002	NUM
fis-3605	173	112	0.0001	0.0001	NUM
fis-3605	173	113	0.0029	0.0029	NUM
fis-3605	173	114	s355	s355	PROPN
fis-3605	173	115	(	(	PUNCT
fis-3605	173	116	steel	steel	NOUN
fis-3605	173	117	)	)	PUNCT
fis-3605	173	118	test	test	NOUN
fis-3605	173	119	53.87	53.87	NUM
fis-3605	173	120	-0.84	-0.84	NUM
fis-3605	174	1	169.32	169.32	NUM
fis-3605	174	2	53.82	53.82	NUM
fis-3605	174	3	-0.84	-0.84	NUM
fis-3605	174	4	169.35	169.35	NUM
fis-3605	174	5	0.030	0.030	NUM
fis-3605	174	6	0.0005	0.0005	NUM
fis-3605	174	7	0.033	0.033	NUM
fis-3605	174	8	test	test	NOUN
fis-3605	174	9	62.17	62.17	NUM
fis-3605	174	10	-0.78	-0.78	NUM
fis-3605	174	11	192.96	192.96	NUM
fis-3605	174	12	62.12	62.12	NUM
fis-3605	174	13	-0.78	-0.78	NUM
fis-3605	174	14	193.00	193.00	NUM
fis-3605	174	15	0.040	0.040	NUM
fis-3605	174	16	0.0005	0.0005	NUM
fis-3605	174	17	0.0406	0.0406	NUM
fis-3605	174	18	pa12	pa12	PROPN
fis-3605	174	19	(	(	PUNCT
fis-3605	174	20	plastic	plastic	NOUN
fis-3605	174	21	)	)	PUNCT
fis-3605	174	22	training	training	NOUN
fis-3605	174	23	36.26	36.26	NUM
fis-3605	174	24	-0.81	-0.81	NUM
fis-3605	174	25	29.82	29.82	NUM
fis-3605	174	26	36.26	36.26	NUM
fis-3605	174	27	-0.81	-0.81	NUM
fis-3605	174	28	29.82	29.82	NUM
fis-3605	174	29	0.005	0.005	NUM
fis-3605	174	30	0.00003	0.00003	NUM
fis-3605	174	31	0.0005	0.0005	NUM
fis-3605	174	32	test	test	NOUN
fis-3605	174	33	40.19	40.19	NUM
fis-3605	174	34	-0.70	-0.70	NUM
fis-3605	174	35	30.66	30.66	NUM
fis-3605	174	36	40.19	40.19	NUM
fis-3605	174	37	-0.70	-0.70	NUM
fis-3605	174	38	30.66	30.66	NUM
fis-3605	174	39	0.001	0.001	NUM
fis-3605	174	40	0.00001	0.00001	NUM
fis-3605	174	41	0.0017	0.0017	NUM
fis-3605	174	42	validation	validation	NOUN
fis-3605	174	43	31.15	31.15	NUM
fis-3605	174	44	-0.45	-0.45	NUM
fis-3605	174	45	27.56	27.56	NUM
fis-3605	174	46	32.98	32.98	NUM
fis-3605	174	47	-0.40	-0.40	NUM
fis-3605	174	48	28.85	28.85	NUM
fis-3605	174	49	1.294	1.294	NUM
fis-3605	174	50	0.0353	0.0353	NUM
fis-3605	174	51	0.9121	0.9121	NUM
fis-3605	174	52	pe100	pe100	PROPN
fis-3605	174	53	(	(	PUNCT
fis-3605	174	54	plastic	plastic	NOUN
fis-3605	174	55	)	)	PUNCT
fis-3605	174	56	training	train	VERB
fis-3605	174	57	15.08	15.08	NUM
fis-3605	174	58	-0.29	-0.29	NUM
fis-3605	174	59	13.75	13.75	NUM
fis-3605	174	60	15.07	15.07	NUM
fis-3605	174	61	-0.29	-0.29	NUM
fis-3605	174	62	13.75	13.75	NUM
fis-3605	174	63	0.005	0.005	NUM
fis-3605	174	64	0.00004	0.00004	NUM
fis-3605	174	65	0.0045	0.0045	NUM
fis-3605	174	66	validation	validation	NOUN
fis-3605	174	67	32.99	32.99	NUM
fis-3605	174	68	-0.93	-0.93	NUM
fis-3605	174	69	13.84	13.84	NUM
fis-3605	174	70	34.48	34.48	NUM
fis-3605	174	71	-0.86	-0.86	NUM
fis-3605	174	72	14.65	14.65	NUM
fis-3605	174	73	1.053	1.053	NUM
fis-3605	174	74	0.04949	0.04949	NUM
fis-3605	174	75	0.5727	0.5727	NUM
fis-3605	174	76	table	table	NOUN
fis-3605	174	77	1	1	NUM
fis-3605	174	78	:	:	PUNCT
fis-3605	174	79	comparison	comparison	NOUN
fis-3605	174	80	of	of	ADP
fis-3605	174	81	expected	expect	VERB
fis-3605	174	82	vs.	vs.	ADP
fis-3605	174	83	predicted	predict	VERB
fis-3605	174	84	values	value	NOUN
fis-3605	174	85	of	of	ADP
fis-3605	174	86	the	the	DET
fis-3605	174	87	limit	limit	NOUN
fis-3605	174	88	stress	stress	NOUN
fis-3605	174	89	for	for	ADP
fis-3605	174	90	several	several	ADJ
fis-3605	174	91	kind	kind	NOUN
fis-3605	174	92	of	of	ADP
fis-3605	174	93	material	material	NOUN
fis-3605	174	94	.	.	PUNCT
fis-3605	175	1	the	the	DET
fis-3605	175	2	trained	train	VERB
fis-3605	175	3	network	network	NOUN
fis-3605	175	4	is	be	AUX
fis-3605	175	5	able	able	ADJ
fis-3605	175	6	to	to	PART
fis-3605	175	7	predict	predict	VERB
fis-3605	175	8	the	the	DET
fis-3605	175	9	transition	transition	NOUN
fis-3605	175	10	temperature	temperature	NOUN
fis-3605	175	11	at	at	ADP
fis-3605	175	12	which	which	PRON
fis-3605	175	13	the	the	DET
fis-3605	175	14	first	first	ADJ
fis-3605	175	15	damage	damage	NOUN
fis-3605	175	16	occurs	occur	VERB
fis-3605	175	17	.	.	PUNCT
fis-3605	176	1	as	as	SCONJ
fis-3605	176	2	can	can	AUX
fis-3605	176	3	be	be	AUX
fis-3605	176	4	seen	see	VERB
fis-3605	176	5	from	from	ADP
fis-3605	176	6	tab	tab	NOUN
fis-3605	176	7	.	.	PUNCT
fis-3605	176	8	1	1	NUM
fis-3605	176	9	,	,	PUNCT
fis-3605	176	10	regarding	regard	VERB
fis-3605	176	11	the	the	DET
fis-3605	176	12	predictions	prediction	NOUN
fis-3605	176	13	made	make	VERB
fis-3605	176	14	by	by	ADP
fis-3605	176	15	the	the	DET
fis-3605	176	16	neural	neural	ADJ
fis-3605	176	17	network	network	NOUN
fis-3605	176	18	,	,	PUNCT
fis-3605	176	19	a	a	DET
fis-3605	176	20	maximum	maximum	NOUN
fis-3605	176	21	of	of	ADP
fis-3605	176	22	1.2	1.2	NUM
fis-3605	176	23	s	s	NOUN
fis-3605	176	24	of	of	ADP
fis-3605	176	25	difference	difference	NOUN
fis-3605	176	26	between	between	ADP
fis-3605	176	27	the	the	DET
fis-3605	176	28	obtained	obtain	VERB
fis-3605	176	29	value	value	NOUN
fis-3605	176	30	and	and	CCONJ
fis-3605	176	31	the	the	DET
fis-3605	176	32	predicted	predict	VERB
fis-3605	176	33	value	value	NOUN
fis-3605	176	34	can	can	AUX
fis-3605	176	35	be	be	AUX
fis-3605	176	36	attested	attest	VERB
fis-3605	176	37	on	on	ADP
fis-3605	176	38	the	the	DET
fis-3605	176	39	entire	entire	ADJ
fis-3605	176	40	data	datum	NOUN
fis-3605	176	41	set	set	VERB
fis-3605	176	42	(	(	PUNCT
fis-3605	176	43	pa12	pa12	PROPN
fis-3605	176	44	tensile	tensile	NOUN
fis-3605	176	45	tests	test	NOUN
fis-3605	176	46	)	)	PUNCT
fis-3605	176	47	.	.	PUNCT
fis-3605	177	1	as	as	ADV
fis-3605	177	2	far	far	ADV
fis-3605	177	3	as	as	SCONJ
fis-3605	177	4	the	the	DET
fis-3605	177	5	temperature	temperature	NOUN
fis-3605	177	6	is	be	AUX
fis-3605	177	7	concerned	concern	VERB
fis-3605	177	8	,	,	PUNCT
fis-3605	177	9	a	a	DET
fis-3605	177	10	value	value	NOUN
fis-3605	177	11	of	of	ADP
fis-3605	177	12	0.049	0.049	NUM
fis-3605	177	13	k	k	PROPN
fis-3605	177	14	(	(	PUNCT
fis-3605	177	15	pe100	pe100	PROPN
fis-3605	177	16	)	)	PUNCT
fis-3605	177	17	is	be	AUX
fis-3605	177	18	attested	attest	VERB
fis-3605	177	19	as	as	ADP
fis-3605	177	20	the	the	DET
fis-3605	177	21	difference	difference	NOUN
fis-3605	177	22	between	between	ADP
fis-3605	177	23	the	the	DET
fis-3605	177	24	value	value	NOUN
fis-3605	177	25	obtained	obtain	VERB
fis-3605	177	26	and	and	CCONJ
fis-3605	177	27	the	the	DET
fis-3605	177	28	predicted	predict	VERB
fis-3605	177	29	value	value	NOUN
fis-3605	177	30	.	.	PUNCT
fis-3605	178	1	finally	finally	ADV
fis-3605	178	2	,	,	PUNCT
fis-3605	178	3	with	with	ADP
fis-3605	178	4	d.	d.	PROPN
fis-3605	178	5	milone	milone	PROPN
fis-3605	178	6	et	et	PROPN
fis-3605	178	7	alii	alii	PROPN
fis-3605	178	8	,	,	PUNCT
fis-3605	178	9	frattura	frattura	PROPN
fis-3605	178	10	ed	ed	PROPN
fis-3605	178	11	integrità	integrità	PROPN
fis-3605	178	12	strutturale	strutturale	PROPN
fis-3605	178	13	,	,	PUNCT
fis-3605	178	14	62	62	NUM
fis-3605	178	15	(	(	PUNCT
fis-3605	178	16	2022	2022	NUM
fis-3605	178	17	)	)	PUNCT
fis-3605	178	18	505	505	NUM
fis-3605	178	19	-	-	SYM
fis-3605	178	20	515	515	NUM
fis-3605	178	21	;	;	PUNCT
fis-3605	178	22	doi	doi	NOUN
fis-3605	178	23	:	:	PUNCT
fis-3605	178	24	10.3221	10.3221	NUM
fis-3605	178	25	/	/	SYM
fis-3605	178	26	igf	igf	PROPN
fis-3605	178	27	-	-	PUNCT
fis-3605	178	28	esis.62.34	esis.62.34	NOUN
fis-3605	178	29	514	514	NUM
fis-3605	178	30	regard	regard	NOUN
fis-3605	178	31	to	to	ADP
fis-3605	178	32	the	the	DET
fis-3605	178	33	stress	stress	NOUN
fis-3605	178	34	,	,	PUNCT
fis-3605	178	35	a	a	DET
fis-3605	178	36	value	value	NOUN
fis-3605	178	37	of	of	ADP
fis-3605	178	38	0.91	0.91	NUM
fis-3605	178	39	mpa	mpa	NOUN
fis-3605	178	40	(	(	PUNCT
fis-3605	178	41	pa12	pa12	PROPN
fis-3605	178	42	)	)	PUNCT
fis-3605	178	43	is	be	AUX
fis-3605	178	44	attested	attest	VERB
fis-3605	178	45	as	as	ADP
fis-3605	178	46	the	the	DET
fis-3605	178	47	difference	difference	NOUN
fis-3605	178	48	between	between	ADP
fis-3605	178	49	the	the	DET
fis-3605	178	50	value	value	NOUN
fis-3605	178	51	obtained	obtain	VERB
fis-3605	178	52	and	and	CCONJ
fis-3605	178	53	the	the	DET
fis-3605	178	54	predicted	predict	VERB
fis-3605	178	55	value	value	NOUN
fis-3605	178	56	.	.	PUNCT
fis-3605	179	1	conclusions	conclusion	NOUN
fis-3605	179	2	he	he	PRON
fis-3605	179	3	adoption	adoption	NOUN
fis-3605	179	4	of	of	ADP
fis-3605	179	5	the	the	DET
fis-3605	179	6	static	static	ADJ
fis-3605	179	7	thermographic	thermographic	ADJ
fis-3605	179	8	method	method	NOUN
fis-3605	179	9	could	could	AUX
fis-3605	179	10	be	be	AUX
fis-3605	179	11	useful	useful	ADJ
fis-3605	179	12	to	to	PART
fis-3605	179	13	identify	identify	VERB
fis-3605	179	14	,	,	PUNCT
fis-3605	179	15	with	with	ADP
fis-3605	179	16	a	a	DET
fis-3605	179	17	rapid	rapid	ADJ
fis-3605	179	18	test	test	NOUN
fis-3605	179	19	procedure	procedure	NOUN
fis-3605	179	20	,	,	PUNCT
fis-3605	179	21	the	the	DET
fis-3605	179	22	onset	onset	NOUN
fis-3605	179	23	of	of	ADP
fis-3605	179	24	irreversible	irreversible	ADJ
fis-3605	179	25	micro	micro	ADJ
fis-3605	179	26	damage	damage	NOUN
fis-3605	179	27	within	within	ADP
fis-3605	179	28	the	the	DET
fis-3605	179	29	material	material	NOUN
fis-3605	179	30	.	.	PUNCT
fis-3605	180	1	the	the	DET
fis-3605	180	2	transition	transition	NOUN
fis-3605	180	3	between	between	ADP
fis-3605	180	4	the	the	DET
fis-3605	180	5	first	first	ADJ
fis-3605	180	6	linear	linear	ADJ
fis-3605	180	7	thermoelastic	thermoelastic	ADJ
fis-3605	180	8	phase	phase	NOUN
fis-3605	180	9	and	and	CCONJ
fis-3605	180	10	the	the	DET
fis-3605	180	11	second	second	ADJ
fis-3605	180	12	temperature	temperature	NOUN
fis-3605	180	13	decrement	decrement	ADJ
fis-3605	180	14	phase	phase	NOUN
fis-3605	180	15	during	during	ADP
fis-3605	180	16	a	a	DET
fis-3605	180	17	static	static	ADJ
fis-3605	180	18	tensile	tensile	NOUN
fis-3605	180	19	test	test	NOUN
fis-3605	180	20	can	can	AUX
fis-3605	180	21	be	be	AUX
fis-3605	180	22	associated	associate	VERB
fis-3605	180	23	to	to	ADP
fis-3605	180	24	a	a	DET
fis-3605	180	25	macroscopic	macroscopic	ADJ
fis-3605	180	26	stress	stress	NOUN
fis-3605	180	27	,	,	PUNCT
fis-3605	180	28	the	the	DET
fis-3605	180	29	limit	limit	NOUN
fis-3605	180	30	stress	stress	NOUN
fis-3605	180	31	,	,	PUNCT
fis-3605	180	32	that	that	PRON
fis-3605	180	33	applied	apply	VERB
fis-3605	180	34	in	in	ADP
fis-3605	180	35	a	a	DET
fis-3605	180	36	cyclic	cyclic	ADJ
fis-3605	180	37	way	way	NOUN
fis-3605	180	38	can	can	AUX
fis-3605	180	39	led	lead	VERB
fis-3605	180	40	to	to	ADP
fis-3605	180	41	the	the	DET
fis-3605	180	42	fatigue	fatigue	NOUN
fis-3605	180	43	failure	failure	NOUN
fis-3605	180	44	of	of	ADP
fis-3605	180	45	a	a	DET
fis-3605	180	46	structure	structure	NOUN
fis-3605	180	47	.	.	PUNCT
fis-3605	181	1	however	however	ADV
fis-3605	181	2	,	,	PUNCT
fis-3605	181	3	the	the	DET
fis-3605	181	4	assessment	assessment	NOUN
fis-3605	181	5	of	of	ADP
fis-3605	181	6	this	this	DET
fis-3605	181	7	stress	stress	NOUN
fis-3605	181	8	level	level	NOUN
fis-3605	181	9	is	be	AUX
fis-3605	181	10	up	up	ADP
fis-3605	181	11	to	to	ADP
fis-3605	181	12	the	the	DET
fis-3605	181	13	operator	operator	NOUN
fis-3605	181	14	’s	’s	PART
fis-3605	181	15	experience	experience	NOUN
fis-3605	181	16	.	.	PUNCT
fis-3605	182	1	in	in	ADP
fis-3605	182	2	the	the	DET
fis-3605	182	3	present	present	ADJ
fis-3605	182	4	work	work	NOUN
fis-3605	182	5	,	,	PUNCT
fis-3605	182	6	neural	neural	ADJ
fis-3605	182	7	network	network	NOUN
fis-3605	182	8	has	have	AUX
fis-3605	182	9	been	be	AUX
fis-3605	182	10	trained	train	VERB
fis-3605	182	11	with	with	ADP
fis-3605	182	12	a	a	DET
fis-3605	182	13	set	set	NOUN
fis-3605	182	14	of	of	ADP
fis-3605	182	15	experimental	experimental	ADJ
fis-3605	182	16	data	datum	NOUN
fis-3605	182	17	to	to	PART
fis-3605	182	18	predict	predict	VERB
fis-3605	182	19	the	the	DET
fis-3605	182	20	limit	limit	NOUN
fis-3605	182	21	stress	stress	NOUN
fis-3605	182	22	according	accord	VERB
fis-3605	182	23	to	to	ADP
fis-3605	182	24	the	the	DET
fis-3605	182	25	observation	observation	NOUN
fis-3605	182	26	of	of	ADP
fis-3605	182	27	the	the	DET
fis-3605	182	28	operator	operator	NOUN
fis-3605	182	29	.	.	PUNCT
fis-3605	183	1	the	the	DET
fis-3605	183	2	main	main	ADJ
fis-3605	183	3	outcomes	outcome	NOUN
fis-3605	183	4	of	of	ADP
fis-3605	183	5	the	the	DET
fis-3605	183	6	study	study	NOUN
fis-3605	183	7	are	be	AUX
fis-3605	183	8	the	the	DET
fis-3605	183	9	following	following	NOUN
fis-3605	183	10	:	:	PUNCT
fis-3605	183	11			ADJ
fis-3605	183	12	the	the	DET
fis-3605	183	13	trained	train	VERB
fis-3605	183	14	neural	neural	ADJ
fis-3605	183	15	network	network	NOUN
fis-3605	183	16	returns	return	NOUN
fis-3605	183	17	acceptable	acceptable	ADJ
fis-3605	183	18	results	result	NOUN
fis-3605	183	19	even	even	ADV
fis-3605	183	20	with	with	ADP
fis-3605	183	21	a	a	DET
fis-3605	183	22	small	small	ADJ
fis-3605	183	23	set	set	NOUN
fis-3605	183	24	of	of	ADP
fis-3605	183	25	data	data	PROPN
fis-3605	183	26	.	.	PUNCT
fis-3605	184	1			X
fis-3605	185	1	the	the	DET
fis-3605	185	2	predicted	predict	VERB
fis-3605	185	3	limit	limit	NOUN
fis-3605	185	4	stress	stress	NOUN
fis-3605	185	5	is	be	AUX
fis-3605	185	6	in	in	ADP
fis-3605	185	7	good	good	ADJ
fis-3605	185	8	agreement	agreement	NOUN
fis-3605	185	9	for	for	ADP
fis-3605	185	10	different	different	ADJ
fis-3605	185	11	class	class	NOUN
fis-3605	185	12	of	of	ADP
fis-3605	185	13	materials	material	NOUN
fis-3605	185	14	(	(	PUNCT
fis-3605	185	15	steels	steel	NOUN
fis-3605	185	16	,	,	PUNCT
fis-3605	185	17	plastics	plastic	NOUN
fis-3605	185	18	and	and	CCONJ
fis-3605	185	19	composite	composite	ADJ
fis-3605	185	20	materials	material	NOUN
fis-3605	185	21	)	)	PUNCT
fis-3605	185	22	.	.	PUNCT
fis-3605	186	1	deep	deep	ADJ
fis-3605	186	2	learning	learn	VERB
fis-3605	186	3	algorithms	algorithm	NOUN
fis-3605	186	4	can	can	AUX
fis-3605	186	5	perform	perform	VERB
fis-3605	186	6	good	good	ADJ
fis-3605	186	7	estimation	estimation	NOUN
fis-3605	186	8	of	of	ADP
fis-3605	186	9	the	the	DET
fis-3605	186	10	limit	limit	NOUN
fis-3605	186	11	stress	stress	NOUN
fis-3605	186	12	allowing	allow	VERB
fis-3605	186	13	to	to	PART
fis-3605	186	14	automate	automate	VERB
fis-3605	186	15	the	the	DET
fis-3605	186	16	procedure	procedure	NOUN
fis-3605	186	17	to	to	PART
fis-3605	186	18	identify	identify	VERB
fis-3605	186	19	it	it	PRON
fis-3605	186	20	.	.	PUNCT
fis-3605	187	1	future	future	ADJ
fis-3605	187	2	development	development	NOUN
fis-3605	187	3	of	of	ADP
fis-3605	187	4	the	the	DET
fis-3605	187	5	present	present	ADJ
fis-3605	187	6	work	work	NOUN
fis-3605	187	7	will	will	AUX
fis-3605	187	8	be	be	AUX
fis-3605	187	9	to	to	PART
fis-3605	187	10	expand	expand	VERB
fis-3605	187	11	the	the	DET
fis-3605	187	12	adopted	adopt	VERB
fis-3605	187	13	dataset	dataset	NOUN
fis-3605	187	14	,	,	PUNCT
fis-3605	187	15	increasing	increase	VERB
fis-3605	187	16	the	the	DET
fis-3605	187	17	number	number	NOUN
fis-3605	187	18	of	of	ADP
fis-3605	187	19	materials	material	NOUN
fis-3605	187	20	,	,	PUNCT
fis-3605	187	21	in	in	ADP
fis-3605	187	22	order	order	NOUN
fis-3605	187	23	to	to	PART
fis-3605	187	24	generalize	generalize	VERB
fis-3605	187	25	the	the	DET
fis-3605	187	26	solutions	solution	NOUN
fis-3605	187	27	obtained	obtain	VERB
fis-3605	187	28	and	and	CCONJ
fis-3605	187	29	overcome	overcome	VERB
fis-3605	187	30	the	the	DET
fis-3605	187	31	problem	problem	NOUN
fis-3605	187	32	of	of	ADP
fis-3605	187	33	overfitting	overfitte	VERB
fis-3605	187	34	.	.	PUNCT
fis-3605	188	1	acknowledgements	acknowledgement	NOUN
fis-3605	188	2	he	he	PRON
fis-3605	188	3	authors	author	NOUN
fis-3605	188	4	would	would	AUX
fis-3605	188	5	like	like	VERB
fis-3605	188	6	to	to	PART
fis-3605	188	7	thank	thank	VERB
fis-3605	188	8	prof	prof	PROPN
fis-3605	188	9	.	.	PUNCT
fis-3605	189	1	giacomo	giacomo	PROPN
fis-3605	189	2	risitano	risitano	PROPN
fis-3605	189	3	for	for	ADP
fis-3605	189	4	his	his	PRON
fis-3605	189	5	support	support	NOUN
fis-3605	189	6	and	and	CCONJ
fis-3605	189	7	wise	wise	ADJ
fis-3605	189	8	advice	advice	NOUN
fis-3605	189	9	.	.	PUNCT
fis-3605	190	1	references	reference	NOUN
fis-3605	190	2	[	[	X
fis-3605	190	3	1	1	NUM
fis-3605	190	4	]	]	X
fis-3605	190	5	risitano	risitano	PROPN
fis-3605	190	6	,	,	PUNCT
fis-3605	190	7	a.	a.	NOUN
fis-3605	190	8	,	,	PUNCT
fis-3605	190	9	risitano	risitano	PROPN
fis-3605	190	10	,	,	PUNCT
fis-3605	190	11	g.	g.	PROPN
fis-3605	190	12	(	(	PUNCT
fis-3605	190	13	2010	2010	NUM
fis-3605	190	14	)	)	PUNCT
fis-3605	190	15	.	.	PUNCT
fis-3605	191	1	cumulative	cumulative	ADJ
fis-3605	191	2	damage	damage	NOUN
fis-3605	191	3	evaluation	evaluation	NOUN
fis-3605	191	4	of	of	ADP
fis-3605	191	5	steel	steel	NOUN
fis-3605	191	6	using	use	VERB
fis-3605	191	7	infrared	infrared	ADJ
fis-3605	191	8	thermography	thermography	NOUN
fis-3605	191	9	,	,	PUNCT
fis-3605	191	10	theor	theor	PROPN
fis-3605	191	11	.	.	PUNCT
fis-3605	192	1	appl	appl	PROPN
fis-3605	192	2	.	.	PUNCT
fis-3605	193	1	fract	fract	PROPN
fis-3605	193	2	.	.	PUNCT
fis-3605	194	1	mech	mech	PROPN
fis-3605	194	2	.	.	PROPN
fis-3605	194	3	,	,	PUNCT
fis-3605	194	4	54(2	54(2	NUM
fis-3605	194	5	)	)	PUNCT
fis-3605	194	6	,	,	PUNCT
fis-3605	194	7	pp	pp	ADP
fis-3605	194	8	.	.	PUNCT
fis-3605	195	1	82–90	82–90	NUM
fis-3605	195	2	,	,	PUNCT
fis-3605	195	3	doi	doi	NOUN
fis-3605	195	4	:	:	PUNCT
fis-3605	195	5	10.1016	10.1016	NUM
fis-3605	195	6	/	/	SYM
fis-3605	195	7	j.tafmec.2010.10.002	j.tafmec.2010.10.002	NOUN
fis-3605	195	8	.	.	PUNCT
fis-3605	196	1	[	[	X
fis-3605	196	2	2	2	NUM
fis-3605	196	3	]	]	X
fis-3605	196	4	corigliano	corigliano	NOUN
fis-3605	196	5	,	,	PUNCT
fis-3605	196	6	p.	p.	PROPN
fis-3605	196	7	,	,	PUNCT
fis-3605	196	8	cucinotta	cucinotta	PROPN
fis-3605	196	9	,	,	PUNCT
fis-3605	196	10	f.	f.	PROPN
fis-3605	196	11	,	,	PUNCT
fis-3605	196	12	guglielmino	guglielmino	PROPN
fis-3605	196	13	,	,	PUNCT
fis-3605	196	14	e.	e.	PROPN
fis-3605	196	15	,	,	PUNCT
fis-3605	196	16	risitano	risitano	PROPN
fis-3605	196	17	,	,	PUNCT
fis-3605	196	18	g.	g.	PROPN
fis-3605	196	19	,	,	PUNCT
fis-3605	196	20	santonocito	santonocito	PROPN
fis-3605	196	21	,	,	PUNCT
fis-3605	196	22	d.	d.	PROPN
fis-3605	196	23	(	(	PUNCT
fis-3605	196	24	2020	2020	NUM
fis-3605	196	25	)	)	PUNCT
fis-3605	196	26	.	.	PUNCT
fis-3605	197	1	fatigue	fatigue	NOUN
fis-3605	197	2	assessment	assessment	NOUN
fis-3605	197	3	of	of	ADP
fis-3605	197	4	a	a	DET
fis-3605	197	5	marine	marine	ADJ
fis-3605	197	6	structural	structural	ADJ
fis-3605	197	7	steel	steel	NOUN
fis-3605	197	8	and	and	CCONJ
fis-3605	197	9	comparison	comparison	NOUN
fis-3605	197	10	with	with	ADP
fis-3605	197	11	thermographic	thermographic	ADJ
fis-3605	197	12	method	method	NOUN
fis-3605	197	13	and	and	CCONJ
fis-3605	197	14	static	static	ADJ
fis-3605	197	15	thermographic	thermographic	ADJ
fis-3605	197	16	method	method	NOUN
fis-3605	197	17	,	,	PUNCT
fis-3605	197	18	fatigue	fatigue	NOUN
fis-3605	197	19	fract	fract	NOUN
fis-3605	197	20	.	.	PUNCT
fis-3605	198	1	eng	eng	PROPN
fis-3605	198	2	.	.	PUNCT
fis-3605	198	3	mater	mater	PROPN
fis-3605	198	4	.	.	PUNCT
fis-3605	198	5	struct	struct	NOUN
fis-3605	198	6	.	.	PUNCT
fis-3605	198	7	,	,	PUNCT
fis-3605	198	8	43(4	43(4	NOUN
fis-3605	198	9	)	)	PUNCT
fis-3605	198	10	,	,	PUNCT
fis-3605	198	11	pp	pp	ADP
fis-3605	198	12	.	.	PUNCT
fis-3605	199	1	734–743	734–743	NUM
fis-3605	199	2	,	,	PUNCT
fis-3605	199	3	doi	doi	NOUN
fis-3605	199	4	:	:	PUNCT
fis-3605	199	5	10.1111	10.1111	NUM
fis-3605	199	6	/	/	SYM
fis-3605	199	7	ffe.13158	ffe.13158	NUM
fis-3605	199	8	.	.	PUNCT
fis-3605	200	1	[	[	X
fis-3605	200	2	3	3	NUM
fis-3605	200	3	]	]	X
fis-3605	200	4	cucinotta	cucinotta	PROPN
fis-3605	200	5	,	,	PUNCT
fis-3605	200	6	f.	f.	PROPN
fis-3605	200	7	,	,	PUNCT
fis-3605	200	8	d’aveni	d’aveni	PROPN
fis-3605	200	9	,	,	PUNCT
fis-3605	200	10	a.	a.	NOUN
fis-3605	200	11	,	,	PUNCT
fis-3605	200	12	guglielmino	guglielmino	PROPN
fis-3605	200	13	,	,	PUNCT
fis-3605	200	14	e.	e.	PROPN
fis-3605	200	15	,	,	PUNCT
fis-3605	200	16	risitano	risitano	PROPN
fis-3605	200	17	,	,	PUNCT
fis-3605	200	18	a.	a.	NOUN
fis-3605	200	19	,	,	PUNCT
fis-3605	200	20	risitano	risitano	PROPN
fis-3605	200	21	,	,	PUNCT
fis-3605	200	22	g.	g.	PROPN
fis-3605	200	23	,	,	PUNCT
fis-3605	200	24	santonocito	santonocito	PROPN
fis-3605	200	25	,	,	PUNCT
fis-3605	200	26	d.	d.	PROPN
fis-3605	200	27	(	(	PUNCT
fis-3605	200	28	2021	2021	NUM
fis-3605	200	29	)	)	PUNCT
fis-3605	200	30	.	.	PUNCT
fis-3605	201	1	thermal	thermal	ADJ
fis-3605	201	2	emission	emission	NOUN
fis-3605	201	3	analysis	analysis	NOUN
fis-3605	201	4	to	to	PART
fis-3605	201	5	predict	predict	VERB
fis-3605	201	6	damage	damage	NOUN
fis-3605	201	7	in	in	ADP
fis-3605	201	8	specimens	specimen	NOUN
fis-3605	201	9	of	of	ADP
fis-3605	201	10	high	high	ADJ
fis-3605	201	11	strength	strength	NOUN
fis-3605	201	12	concrete	concrete	NOUN
fis-3605	201	13	,	,	PUNCT
fis-3605	201	14	frat	frat	NOUN
fis-3605	201	15	.	.	PUNCT
fis-3605	202	1	ed	ed	PROPN
fis-3605	202	2	integrità	integrità	PROPN
fis-3605	202	3	strutt	strutt	PROPN
fis-3605	202	4	.	.	PROPN
fis-3605	202	5	,	,	PUNCT
fis-3605	202	6	15(55	15(55	NUM
fis-3605	202	7	)	)	PUNCT
fis-3605	202	8	,	,	PUNCT
fis-3605	202	9	pp	pp	ADP
fis-3605	202	10	.	.	PUNCT
fis-3605	203	1	258–270	258–270	NUM
fis-3605	203	2	,	,	PUNCT
fis-3605	203	3	doi	doi	NOUN
fis-3605	203	4	:	:	PUNCT
fis-3605	203	5	10.3221	10.3221	NUM
fis-3605	203	6	/	/	SYM
fis-3605	203	7	igf	igf	PROPN
fis-3605	203	8	-	-	NOUN
fis-3605	203	9	esis.55.19	esis.55.19	PROPN
fis-3605	203	10	.	.	PUNCT
fis-3605	204	1	[	[	X
fis-3605	204	2	4	4	NUM
fis-3605	204	3	]	]	X
fis-3605	204	4	meneghetti	meneghetti	NOUN
fis-3605	204	5	,	,	PUNCT
fis-3605	204	6	g.	g.	PROPN
fis-3605	204	7	,	,	PUNCT
fis-3605	204	8	ricotta	ricotta	NOUN
fis-3605	204	9	,	,	PUNCT
fis-3605	204	10	m.	m.	NOUN
fis-3605	204	11	,	,	PUNCT
fis-3605	204	12	atzori	atzori	PROPN
fis-3605	204	13	,	,	PUNCT
fis-3605	204	14	b.	b.	PROPN
fis-3605	204	15	(	(	PUNCT
fis-3605	204	16	2016	2016	NUM
fis-3605	204	17	)	)	PUNCT
fis-3605	204	18	.	.	PUNCT
fis-3605	205	1	a	a	DET
fis-3605	205	2	two	two	NUM
fis-3605	205	3	-	-	PUNCT
fis-3605	205	4	parameter	parameter	NOUN
fis-3605	205	5	,	,	PUNCT
fis-3605	205	6	heat	heat	NOUN
fis-3605	205	7	energy	energy	NOUN
fis-3605	205	8	-	-	PUNCT
fis-3605	205	9	based	base	VERB
fis-3605	205	10	approach	approach	NOUN
fis-3605	205	11	to	to	PART
fis-3605	205	12	analyse	analyse	VERB
fis-3605	205	13	the	the	DET
fis-3605	205	14	mean	mean	ADJ
fis-3605	205	15	stress	stress	NOUN
fis-3605	205	16	influence	influence	NOUN
fis-3605	205	17	on	on	ADP
fis-3605	205	18	axial	axial	ADJ
fis-3605	205	19	fatigue	fatigue	NOUN
fis-3605	205	20	behaviour	behaviour	NOUN
fis-3605	205	21	of	of	ADP
fis-3605	205	22	plain	plain	ADJ
fis-3605	205	23	steel	steel	NOUN
fis-3605	205	24	specimens	specimen	NOUN
fis-3605	205	25	,	,	PUNCT
fis-3605	205	26	int	int	NOUN
fis-3605	205	27	.	.	PUNCT
fis-3605	206	1	j.	j.	PROPN
fis-3605	206	2	fatigue	fatigue	PROPN
fis-3605	206	3	,	,	PUNCT
fis-3605	206	4	82	82	NUM
fis-3605	206	5	,	,	PUNCT
fis-3605	206	6	pp	pp	ADJ
fis-3605	206	7	.	.	PUNCT
fis-3605	207	1	60–70	60–70	NUM
fis-3605	207	2	,	,	PUNCT
fis-3605	207	3	doi	doi	NOUN
fis-3605	207	4	:	:	PUNCT
fis-3605	207	5	10.1016	10.1016	NUM
fis-3605	207	6	/	/	SYM
fis-3605	207	7	j.ijfatigue.2015.07.028	j.ijfatigue.2015.07.028	PROPN
fis-3605	207	8	.	.	PUNCT
fis-3605	208	1	[	[	X
fis-3605	208	2	5	5	NUM
fis-3605	208	3	]	]	PUNCT
fis-3605	208	4	ricotta	ricotta	NOUN
fis-3605	208	5	,	,	PUNCT
fis-3605	208	6	m.	m.	NOUN
fis-3605	208	7	,	,	PUNCT
fis-3605	208	8	meneghetti	meneghetti	NOUN
fis-3605	208	9	,	,	PUNCT
fis-3605	208	10	g.	g.	PROPN
fis-3605	208	11	,	,	PUNCT
fis-3605	208	12	atzori	atzori	PROPN
fis-3605	208	13	,	,	PUNCT
fis-3605	208	14	b.	b.	PROPN
fis-3605	208	15	,	,	PUNCT
fis-3605	208	16	risitano	risitano	PROPN
fis-3605	208	17	,	,	PUNCT
fis-3605	208	18	g.	g.	PROPN
fis-3605	208	19	,	,	PUNCT
fis-3605	208	20	risitano	risitano	PROPN
fis-3605	208	21	,	,	PUNCT
fis-3605	208	22	a.	a.	NOUN
fis-3605	208	23	(	(	PUNCT
fis-3605	208	24	2019	2019	NUM
fis-3605	208	25	)	)	PUNCT
fis-3605	208	26	.	.	PUNCT
fis-3605	209	1	comparison	comparison	NOUN
fis-3605	209	2	of	of	ADP
fis-3605	209	3	experimental	experimental	ADJ
fis-3605	209	4	thermal	thermal	ADJ
fis-3605	209	5	methods	method	NOUN
fis-3605	209	6	for	for	ADP
fis-3605	209	7	the	the	DET
fis-3605	209	8	fatigue	fatigue	NOUN
fis-3605	209	9	limit	limit	NOUN
fis-3605	209	10	evaluation	evaluation	NOUN
fis-3605	209	11	of	of	ADP
fis-3605	209	12	a	a	DET
fis-3605	209	13	stainless	stainless	ADJ
fis-3605	209	14	steel	steel	NOUN
fis-3605	209	15	,	,	PUNCT
fis-3605	209	16	met	meet	VERB
fis-3605	209	17	.	.	PUNCT
fis-3605	209	18	,	,	PUNCT
fis-3605	209	19	9(6	9(6	NUM
fis-3605	209	20	)	)	PUNCT
fis-3605	209	21	,	,	PUNCT
fis-3605	209	22	pp	pp	PROPN
fis-3605	209	23	.	.	PUNCT
fis-3605	210	1	677	677	NUM
fis-3605	210	2	,	,	PUNCT
fis-3605	210	3	doi	doi	NOUN
fis-3605	210	4	:	:	PUNCT
fis-3605	210	5	10.3390	10.3390	NUM
fis-3605	210	6	/	/	SYM
fis-3605	210	7	met9060677	met9060677	NOUN
fis-3605	210	8	.	.	PUNCT
fis-3605	211	1	[	[	X
fis-3605	211	2	6	6	NUM
fis-3605	211	3	]	]	SYM
fis-3605	211	4	meneghetti	meneghetti	NOUN
fis-3605	211	5	,	,	PUNCT
fis-3605	211	6	g.	g.	PROPN
fis-3605	211	7	(	(	PUNCT
fis-3605	211	8	2007	2007	NUM
fis-3605	211	9	)	)	PUNCT
fis-3605	211	10	.	.	PUNCT
fis-3605	212	1	analysis	analysis	NOUN
fis-3605	212	2	of	of	ADP
fis-3605	212	3	the	the	DET
fis-3605	212	4	fatigue	fatigue	NOUN
fis-3605	212	5	strength	strength	NOUN
fis-3605	212	6	of	of	ADP
fis-3605	212	7	a	a	DET
fis-3605	212	8	stainless	stainless	ADJ
fis-3605	212	9	steel	steel	NOUN
fis-3605	212	10	based	base	VERB
fis-3605	212	11	on	on	ADP
fis-3605	212	12	the	the	DET
fis-3605	212	13	energy	energy	NOUN
fis-3605	212	14	dissipation	dissipation	NOUN
fis-3605	212	15	,	,	PUNCT
fis-3605	212	16	int	int	NOUN
fis-3605	212	17	.	.	PUNCT
fis-3605	213	1	j.	j.	PROPN
fis-3605	213	2	fatigue	fatigue	PROPN
fis-3605	213	3	,	,	PUNCT
fis-3605	213	4	29(1	29(1	NUM
fis-3605	213	5	)	)	PUNCT
fis-3605	213	6	,	,	PUNCT
fis-3605	213	7	pp	pp	ADJ
fis-3605	213	8	.	.	PUNCT
fis-3605	214	1	81–94	81–94	NUM
fis-3605	214	2	,	,	PUNCT
fis-3605	214	3	doi	doi	NOUN
fis-3605	214	4	:	:	PUNCT
fis-3605	214	5	10.1016	10.1016	NUM
fis-3605	214	6	/	/	SYM
fis-3605	214	7	j.ijfatigue.2006.02.043	j.ijfatigue.2006.02.043	PROPN
fis-3605	214	8	.	.	PUNCT
fis-3605	215	1	[	[	X
fis-3605	215	2	7	7	NUM
fis-3605	215	3	]	]	X
fis-3605	215	4	geraci	geraci	NOUN
fis-3605	215	5	,	,	PUNCT
fis-3605	215	6	a.	a.	NOUN
fis-3605	215	7	,	,	PUNCT
fis-3605	215	8	la	la	PROPN
fis-3605	215	9	rosa	rosa	PROPN
fis-3605	215	10	,	,	PUNCT
fis-3605	215	11	g.	g.	PROPN
fis-3605	215	12	,	,	PUNCT
fis-3605	215	13	risitano	risitano	PROPN
fis-3605	215	14	,	,	PUNCT
fis-3605	215	15	a.	a.	PROPN
fis-3605	215	16	(	(	PUNCT
fis-3605	215	17	1984).l’infrarosso	1984).l’infrarosso	NUM
fis-3605	215	18	termico	termico	PROPN
fis-3605	215	19	nelle	nelle	PROPN
fis-3605	215	20	applicazioni	applicazioni	PROPN
fis-3605	215	21	meccaniche	meccaniche	PROPN
fis-3605	215	22	.	.	PUNCT
fis-3605	215	23	cres	cres	PROPN
fis-3605	215	24	symposium	symposium	PROPN
fis-3605	215	25	,	,	PUNCT
fis-3605	215	26	catania	catania	PROPN
fis-3605	215	27	italy	italy	PROPN
fis-3605	215	28	,	,	PUNCT
fis-3605	215	29	pp	pp	X
fis-3605	215	30	.	.	PUNCT
fis-3605	216	1	8–9	8–9	X
fis-3605	216	2	.	.	PUNCT
fis-3605	217	1	[	[	X
fis-3605	217	2	8	8	NUM
fis-3605	217	3	]	]	X
fis-3605	217	4	la	la	PROPN
fis-3605	217	5	rosa	rosa	PROPN
fis-3605	217	6	,	,	PUNCT
fis-3605	217	7	g.	g.	PROPN
fis-3605	217	8	,	,	PUNCT
fis-3605	217	9	risitano	risitano	PROPN
fis-3605	217	10	,	,	PUNCT
fis-3605	217	11	a.	a.	NOUN
fis-3605	217	12	(	(	PUNCT
fis-3605	217	13	2000	2000	NUM
fis-3605	217	14	)	)	PUNCT
fis-3605	217	15	.	.	PUNCT
fis-3605	218	1	thermographic	thermographic	ADJ
fis-3605	218	2	methodology	methodology	NOUN
fis-3605	218	3	for	for	ADP
fis-3605	218	4	rapid	rapid	ADJ
fis-3605	218	5	determination	determination	NOUN
fis-3605	218	6	of	of	ADP
fis-3605	218	7	the	the	DET
fis-3605	218	8	fatigue	fatigue	NOUN
fis-3605	218	9	limit	limit	NOUN
fis-3605	218	10	of	of	ADP
fis-3605	218	11	materials	material	NOUN
fis-3605	218	12	and	and	CCONJ
fis-3605	218	13	mechanical	mechanical	ADJ
fis-3605	218	14	components	component	NOUN
fis-3605	218	15	,	,	PUNCT
fis-3605	218	16	int	int	NOUN
fis-3605	218	17	.	.	PUNCT
fis-3605	219	1	j.	j.	PROPN
fis-3605	219	2	fatigue	fatigue	PROPN
fis-3605	219	3	,	,	PUNCT
fis-3605	219	4	22(1	22(1	NUM
fis-3605	219	5	)	)	PUNCT
fis-3605	219	6	,	,	PUNCT
fis-3605	219	7	pp	pp	PROPN
fis-3605	219	8	.	.	PUNCT
fis-3605	220	1	65–73	65–73	NUM
fis-3605	220	2	,	,	PUNCT
fis-3605	220	3	doi	doi	NOUN
fis-3605	220	4	:	:	PUNCT
fis-3605	220	5	10.1016	10.1016	NUM
fis-3605	220	6	/	/	SYM
fis-3605	220	7	s0142	s0142	PRON
fis-3605	220	8	-	-	PUNCT
fis-3605	220	9	1123(99)00088	1123(99)00088	NUM
fis-3605	220	10	-	-	SYM
fis-3605	220	11	2	2	NUM
fis-3605	220	12	.	.	PUNCT
fis-3605	221	1	[	[	X
fis-3605	221	2	9	9	NUM
fis-3605	221	3	]	]	SYM
fis-3605	221	4	fargione	fargione	NOUN
fis-3605	221	5	,	,	PUNCT
fis-3605	221	6	g.	g.	NOUN
fis-3605	221	7	,	,	PUNCT
fis-3605	221	8	geraci	geraci	NOUN
fis-3605	221	9	,	,	PUNCT
fis-3605	221	10	a.	a.	NOUN
fis-3605	221	11	,	,	PUNCT
fis-3605	221	12	la	la	PROPN
fis-3605	221	13	rosa	rosa	PROPN
fis-3605	221	14	,	,	PUNCT
fis-3605	221	15	g.	g.	PROPN
fis-3605	221	16	,	,	PUNCT
fis-3605	221	17	risitano	risitano	PROPN
fis-3605	221	18	,	,	PUNCT
fis-3605	221	19	a.	a.	NOUN
fis-3605	221	20	(	(	PUNCT
fis-3605	221	21	2002	2002	NUM
fis-3605	221	22	)	)	PUNCT
fis-3605	221	23	.	.	PUNCT
fis-3605	222	1	rapid	rapid	ADJ
fis-3605	222	2	determination	determination	NOUN
fis-3605	222	3	of	of	ADP
fis-3605	222	4	the	the	DET
fis-3605	222	5	fatigue	fatigue	NOUN
fis-3605	222	6	curve	curve	NOUN
fis-3605	222	7	by	by	ADP
fis-3605	222	8	the	the	DET
fis-3605	222	9	thermographic	thermographic	ADJ
fis-3605	222	10	method	method	NOUN
fis-3605	222	11	,	,	PUNCT
fis-3605	222	12	int	int	NOUN
fis-3605	222	13	.	.	PUNCT
fis-3605	223	1	j.	j.	PROPN
fis-3605	223	2	fatigue	fatigue	PROPN
fis-3605	223	3	,	,	PUNCT
fis-3605	223	4	24(1	24(1	NUM
fis-3605	223	5	)	)	PUNCT
fis-3605	223	6	,	,	PUNCT
fis-3605	223	7	pp	pp	ADP
fis-3605	223	8	.	.	PUNCT
fis-3605	224	1	11–19	11–19	NUM
fis-3605	224	2	,	,	PUNCT
fis-3605	224	3	doi	doi	NOUN
fis-3605	224	4	:	:	PUNCT
fis-3605	224	5	10.1016	10.1016	NUM
fis-3605	224	6	/	/	SYM
fis-3605	224	7	s0142	s0142	PRON
fis-3605	224	8	-	-	PUNCT
fis-3605	224	9	1123(01)00107	1123(01)00107	NUM
fis-3605	224	10	-	-	PUNCT
fis-3605	224	11	4	4	NUM
fis-3605	224	12	.	.	PUNCT
fis-3605	225	1	[	[	X
fis-3605	225	2	10	10	NUM
fis-3605	225	3	]	]	X
fis-3605	225	4	clienti	clienti	PROPN
fis-3605	225	5	,	,	PUNCT
fis-3605	225	6	c.	c.	PROPN
fis-3605	225	7	,	,	PUNCT
fis-3605	225	8	fargione	fargione	NOUN
fis-3605	225	9	,	,	PUNCT
fis-3605	225	10	g.	g.	PROPN
fis-3605	225	11	,	,	PUNCT
fis-3605	225	12	la	la	PROPN
fis-3605	225	13	rosa	rosa	PROPN
fis-3605	225	14	,	,	PUNCT
fis-3605	225	15	g.	g.	PROPN
fis-3605	225	16	,	,	PUNCT
fis-3605	225	17	risitano	risitano	PROPN
fis-3605	225	18	,	,	PUNCT
fis-3605	225	19	a.	a.	NOUN
fis-3605	225	20	,	,	PUNCT
fis-3605	225	21	risitano	risitano	PROPN
fis-3605	225	22	,	,	PUNCT
fis-3605	225	23	g.	g.	PROPN
fis-3605	225	24	(	(	PUNCT
fis-3605	225	25	2010	2010	NUM
fis-3605	225	26	)	)	PUNCT
fis-3605	225	27	.	.	PUNCT
fis-3605	226	1	a	a	DET
fis-3605	226	2	first	first	ADJ
fis-3605	226	3	approach	approach	NOUN
fis-3605	226	4	to	to	ADP
fis-3605	226	5	the	the	DET
fis-3605	226	6	analysis	analysis	NOUN
fis-3605	226	7	of	of	ADP
fis-3605	226	8	fatigue	fatigue	NOUN
fis-3605	226	9	parameters	parameter	NOUN
fis-3605	226	10	by	by	ADP
fis-3605	226	11	thermal	thermal	ADJ
fis-3605	226	12	variations	variation	NOUN
fis-3605	226	13	in	in	ADP
fis-3605	226	14	static	static	ADJ
fis-3605	226	15	tests	test	NOUN
fis-3605	226	16	on	on	ADP
fis-3605	226	17	plastics	plastic	NOUN
fis-3605	226	18	,	,	PUNCT
fis-3605	226	19	eng	eng	PROPN
fis-3605	226	20	.	.	PROPN
fis-3605	226	21	fract	fract	PROPN
fis-3605	226	22	.	.	PUNCT
fis-3605	227	1	mech	mech	PROPN
fis-3605	227	2	.	.	PROPN
fis-3605	227	3	,	,	PUNCT
fis-3605	227	4	77(11	77(11	NUM
fis-3605	227	5	)	)	PUNCT
fis-3605	227	6	,	,	PUNCT
fis-3605	227	7	pp	pp	ADP
fis-3605	227	8	.	.	PUNCT
fis-3605	228	1	2158–2167	2158–2167	NUM
fis-3605	228	2	,	,	PUNCT
fis-3605	228	3	doi	doi	NOUN
fis-3605	228	4	:	:	PUNCT
fis-3605	228	5	10.1016	10.1016	NUM
fis-3605	228	6	/	/	SYM
fis-3605	228	7	j.engfracmech.2010.04.028	j.engfracmech.2010.04.028	PROPN
fis-3605	228	8	.	.	PUNCT
fis-3605	229	1	t	t	PROPN
fis-3605	229	2	t	t	PROPN
fis-3605	229	3	d.	d.	PROPN
fis-3605	229	4	milone	milone	PROPN
fis-3605	229	5	et	et	PROPN
fis-3605	229	6	alii	alii	PROPN
fis-3605	229	7	,	,	PUNCT
fis-3605	229	8	frattura	frattura	PROPN
fis-3605	229	9	ed	ed	PROPN
fis-3605	229	10	integrità	integrità	PROPN
fis-3605	229	11	strutturale	strutturale	PROPN
fis-3605	229	12	,	,	PUNCT
fis-3605	229	13	62	62	NUM
fis-3605	229	14	(	(	PUNCT
fis-3605	229	15	2022	2022	NUM
fis-3605	229	16	)	)	PUNCT
fis-3605	229	17	505	505	NUM
fis-3605	229	18	-	-	SYM
fis-3605	229	19	515	515	NUM
fis-3605	229	20	;	;	PUNCT
fis-3605	229	21	doi	doi	NOUN
fis-3605	229	22	:	:	PUNCT
fis-3605	229	23	10.3221	10.3221	NUM
fis-3605	229	24	/	/	SYM
fis-3605	229	25	igf	igf	PROPN
fis-3605	229	26	-	-	PUNCT
fis-3605	229	27	esis.62.34	esis.62.34	NOUN
fis-3605	229	28	515	515	NUM
fis-3605	229	29	[	[	SYM
fis-3605	229	30	11	11	NUM
fis-3605	229	31	]	]	X
fis-3605	229	32	risitano	risitano	PROPN
fis-3605	229	33	,	,	PUNCT
fis-3605	229	34	a.	a.	NOUN
fis-3605	229	35	,	,	PUNCT
fis-3605	229	36	risitano	risitano	PROPN
fis-3605	229	37	,	,	PUNCT
fis-3605	229	38	g.	g.	PROPN
fis-3605	229	39	(	(	PUNCT
fis-3605	229	40	2013	2013	NUM
fis-3605	229	41	)	)	PUNCT
fis-3605	229	42	.	.	PUNCT
fis-3605	230	1	cumulative	cumulative	ADJ
fis-3605	230	2	damage	damage	NOUN
fis-3605	230	3	evaluation	evaluation	NOUN
fis-3605	230	4	in	in	ADP
fis-3605	230	5	multiple	multiple	ADJ
fis-3605	230	6	cycle	cycle	NOUN
fis-3605	230	7	fatigue	fatigue	NOUN
fis-3605	230	8	tests	test	NOUN
fis-3605	230	9	taking	take	VERB
fis-3605	230	10	into	into	ADP
fis-3605	230	11	account	account	NOUN
fis-3605	230	12	energy	energy	NOUN
fis-3605	230	13	parameters	parameter	NOUN
fis-3605	230	14	,	,	PUNCT
fis-3605	230	15	int	int	NOUN
fis-3605	230	16	.	.	PUNCT
fis-3605	231	1	j.	j.	PROPN
fis-3605	231	2	fatigue	fatigue	PROPN
fis-3605	231	3	,	,	PUNCT
fis-3605	231	4	48	48	NUM
fis-3605	231	5	,	,	PUNCT
fis-3605	231	6	pp	pp	ADJ
fis-3605	231	7	.	.	PUNCT
fis-3605	232	1	214–222	214–222	NUM
fis-3605	232	2	,	,	PUNCT
fis-3605	232	3	doi	doi	NOUN
fis-3605	232	4	:	:	PUNCT
fis-3605	232	5	10.1016	10.1016	NUM
fis-3605	232	6	/	/	SYM
fis-3605	232	7	j.ijfatigue.2012.10.020	j.ijfatigue.2012.10.020	PROPN
fis-3605	232	8	.	.	PUNCT
fis-3605	233	1	[	[	X
fis-3605	233	2	12	12	NUM
fis-3605	233	3	]	]	X
fis-3605	233	4	risitano	risitano	PROPN
fis-3605	233	5	,	,	PUNCT
fis-3605	233	6	g.	g.	PROPN
fis-3605	233	7	(	(	PUNCT
fis-3605	233	8	2022	2022	NUM
fis-3605	233	9	)	)	PUNCT
fis-3605	233	10	.	.	PUNCT
fis-3605	234	1	fatigue	fatigue	NOUN
fis-3605	234	2	strength	strength	NOUN
fis-3605	234	3	evaluation	evaluation	NOUN
fis-3605	234	4	of	of	ADP
fis-3605	234	5	ppgf35	ppgf35	NOUN
fis-3605	234	6	by	by	ADP
fis-3605	234	7	energy	energy	NOUN
fis-3605	234	8	approach	approach	NOUN
fis-3605	234	9	during	during	ADP
fis-3605	234	10	mechanical	mechanical	ADJ
fis-3605	234	11	tests	test	NOUN
fis-3605	234	12	,	,	PUNCT
fis-3605	234	13	frat	frat	NOUN
fis-3605	234	14	.	.	PUNCT
fis-3605	235	1	ed	ed	PROPN
fis-3605	235	2	integrità	integrità	PROPN
fis-3605	235	3	strutt	strutt	PROPN
fis-3605	235	4	.	.	PROPN
fis-3605	235	5	,	,	PUNCT
fis-3605	235	6	16(59	16(59	NUM
fis-3605	235	7	)	)	PUNCT
fis-3605	235	8	,	,	PUNCT
fis-3605	236	1	pp	pp	ADP
fis-3605	236	2	.	.	PUNCT
fis-3605	237	1	537–48	537–48	NOUN
fis-3605	237	2	,	,	PUNCT
fis-3605	237	3	doi	doi	NOUN
fis-3605	237	4	:	:	PUNCT
fis-3605	237	5	10.3221	10.3221	NUM
fis-3605	237	6	/	/	SYM
fis-3605	237	7	igf	igf	NOUN
fis-3605	237	8	-	-	NOUN
fis-3605	237	9	esis.59.35	esis.59.35	NOUN
fis-3605	237	10	.	.	PUNCT
fis-3605	238	1	[	[	X
fis-3605	238	2	13	13	NUM
fis-3605	238	3	]	]	X
fis-3605	238	4	foti	foti	PROPN
fis-3605	238	5	,	,	PUNCT
fis-3605	238	6	p.	p.	PROPN
fis-3605	238	7	,	,	PUNCT
fis-3605	238	8	santonocito	santonocito	PROPN
fis-3605	238	9	,	,	PUNCT
fis-3605	238	10	d.	d.	PROPN
fis-3605	238	11	,	,	PUNCT
fis-3605	238	12	ferro	ferro	NOUN
fis-3605	238	13	,	,	PUNCT
fis-3605	238	14	p.	p.	NOUN
fis-3605	238	15	,	,	PUNCT
fis-3605	238	16	risitano	risitano	PROPN
fis-3605	238	17	,	,	PUNCT
fis-3605	238	18	g.	g.	PROPN
fis-3605	238	19	,	,	PUNCT
fis-3605	238	20	berto	berto	PROPN
fis-3605	238	21	,	,	PUNCT
fis-3605	238	22	f.	f.	PROPN
fis-3605	238	23	(	(	PUNCT
fis-3605	238	24	2020	2020	NUM
fis-3605	238	25	)	)	PUNCT
fis-3605	238	26	.	.	PUNCT
fis-3605	239	1	determination	determination	NOUN
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fis-3605	239	3	fatigue	fatigue	NOUN
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fis-3605	239	6	static	static	ADJ
fis-3605	239	7	thermographic	thermographic	ADJ
fis-3605	239	8	method	method	NOUN
fis-3605	239	9	and	and	CCONJ
fis-3605	239	10	classic	classic	ADJ
fis-3605	239	11	thermographic	thermographic	ADJ
fis-3605	239	12	method	method	NOUN
fis-3605	239	13	on	on	ADP
fis-3605	239	14	notched	notch	VERB
fis-3605	239	15	specimens	specimen	NOUN
fis-3605	239	16	,	,	PUNCT
fis-3605	239	17	procedia	procedia	NOUN
fis-3605	239	18	struct	struct	NOUN
fis-3605	239	19	.	.	PUNCT
fis-3605	240	1	integr	integr	PROPN
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fis-3605	240	7	.	.	PUNCT
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fis-3605	241	2	,	,	PUNCT
fis-3605	241	3	doi	doi	NOUN
fis-3605	241	4	:	:	PUNCT
fis-3605	241	5	10.1016	10.1016	NUM
fis-3605	241	6	/	/	SYM
fis-3605	241	7	j.prostr.2020.06.020	j.prostr.2020.06.020	PROPN
fis-3605	241	8	.	.	PUNCT
fis-3605	242	1	[	[	X
fis-3605	242	2	14	14	NUM
fis-3605	242	3	]	]	X
fis-3605	242	4	zhou	zhou	PROPN
fis-3605	242	5	,	,	PUNCT
fis-3605	242	6	k.	k.	PROPN
fis-3605	242	7	,	,	PUNCT
fis-3605	242	8	wang	wang	PROPN
fis-3605	242	9	,	,	PUNCT
fis-3605	242	10	w.	w.	PROPN
fis-3605	242	11	,	,	PUNCT
fis-3605	242	12	huang	huang	PROPN
fis-3605	242	13	,	,	PUNCT
fis-3605	242	14	l.	l.	PROPN
fis-3605	242	15	,	,	PUNCT
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fis-3605	242	17	,	,	PUNCT
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fis-3605	242	19	(	(	PUNCT
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fis-3605	242	21	)	)	PUNCT
fis-3605	242	22	.	.	PUNCT
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fis-3605	243	2	study	study	NOUN
fis-3605	243	3	on	on	ADP
fis-3605	243	4	the	the	DET
fis-3605	243	5	time	time	NOUN
fis-3605	243	6	series	series	PROPN
fis-3605	243	7	forecasting	forecasting	NOUN
fis-3605	243	8	of	of	ADP
fis-3605	243	9	web	web	NOUN
fis-3605	243	10	traffic	traffic	NOUN
fis-3605	243	11	based	base	VERB
fis-3605	243	12	on	on	ADP
fis-3605	243	13	statistical	statistical	ADJ
fis-3605	243	14	model	model	NOUN
fis-3605	243	15	and	and	CCONJ
fis-3605	243	16	generative	generative	ADJ
fis-3605	243	17	adversarial	adversarial	ADJ
fis-3605	243	18	model	model	NOUN
fis-3605	243	19	,	,	PUNCT
fis-3605	243	20	knowledge	knowledge	NOUN
fis-3605	243	21	-	-	PUNCT
fis-3605	243	22	based	base	VERB
fis-3605	243	23	syst	syst	NOUN
fis-3605	243	24	.	.	PROPN
fis-3605	243	25	,	,	PUNCT
fis-3605	243	26	213	213	NUM
fis-3605	243	27	,	,	PUNCT
fis-3605	243	28	pp	pp	ADJ
fis-3605	243	29	.	.	PUNCT
fis-3605	243	30	106467	106467	NUM
fis-3605	243	31	,	,	PUNCT
fis-3605	243	32	doi	doi	NOUN
fis-3605	243	33	:	:	PUNCT
fis-3605	243	34	10.1016	10.1016	NUM
fis-3605	243	35	/	/	SYM
fis-3605	243	36	j.knosys.2020.106467	j.knosys.2020.106467	ADJ
fis-3605	243	37	.	.	PUNCT
fis-3605	244	1	[	[	X
fis-3605	244	2	15	15	NUM
fis-3605	244	3	]	]	X
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fis-3605	244	5	,	,	PUNCT
fis-3605	244	6	j.p	j.p	PROPN
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fis-3605	244	8	(	(	PUNCT
fis-3605	244	9	2012	2012	NUM
fis-3605	244	10	)	)	PUNCT
fis-3605	244	11	.	.	PUNCT
fis-3605	245	1	between	between	ADP
fis-3605	245	2	order	order	NOUN
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fis-3605	245	4	chaos	chaos	NOUN
fis-3605	245	5	,	,	PUNCT
fis-3605	245	6	nat	nat	PROPN
fis-3605	245	7	.	.	PUNCT
fis-3605	245	8	phys	phy	NOUN
fis-3605	245	9	.	.	PUNCT
fis-3605	245	10	,	,	PUNCT
fis-3605	245	11	doi	doi	PROPN
fis-3605	245	12	:	:	PUNCT
fis-3605	245	13	10.1038	10.1038	NUM
fis-3605	245	14	/	/	SYM
fis-3605	245	15	nphys2190	nphys2190	NOUN
fis-3605	245	16	.	.	PUNCT
fis-3605	246	1	[	[	X
fis-3605	246	2	16	16	NUM
fis-3605	246	3	]	]	X
fis-3605	246	4	curti	curti	PROPN
fis-3605	246	5	,	,	PUNCT
fis-3605	246	6	g.	g.	PROPN
fis-3605	246	7	,	,	PUNCT
fis-3605	246	8	la	la	PROPN
fis-3605	246	9	rosa	rosa	PROPN
fis-3605	246	10	,	,	PUNCT
fis-3605	246	11	g.	g.	PROPN
fis-3605	246	12	,	,	PUNCT
fis-3605	246	13	orlando	orlando	PROPN
fis-3605	246	14	,	,	PUNCT
fis-3605	246	15	m.	m.	NOUN
fis-3605	246	16	,	,	PUNCT
fis-3605	246	17	risitano	risitano	PROPN
fis-3605	246	18	,	,	PUNCT
fis-3605	246	19	a.	a.	NOUN
fis-3605	246	20	(	(	PUNCT
fis-3605	246	21	1986	1986	NUM
fis-3605	246	22	)	)	PUNCT
fis-3605	246	23	.	.	PUNCT
fis-3605	247	1	analisi	analisi	VERB
fis-3605	247	2	tramite	tramite	PROPN
fis-3605	247	3	infrarosso	infrarosso	NOUN
fis-3605	247	4	termico	termico	NOUN
fis-3605	247	5	della	della	PROPN
fis-3605	247	6	temperatura	temperatura	PROPN
fis-3605	247	7	limite	limite	PROPN
fis-3605	247	8	in	in	ADP
fis-3605	247	9	prove	prove	VERB
fis-3605	247	10	di	di	X
fis-3605	247	11	fatica	fatica	PROPN
fis-3605	247	12	,	,	PUNCT
fis-3605	247	13	proc	proc	NOUN
fis-3605	247	14	.	.	PUNCT
fis-3605	248	1	xiv	xiv	PROPN
fis-3605	248	2	convegno	convegno	PROPN
fis-3605	248	3	naz	naz	PROPN
fis-3605	248	4	.	.	PUNCT
fis-3605	249	1	aias	aias	PROPN
fis-3605	249	2	,	,	PUNCT
fis-3605	249	3	pp	pp	X
fis-3605	249	4	.	.	PUNCT
fis-3605	249	5	211–20	211–20	NUM
fis-3605	249	6	.	.	PUNCT
fis-3605	250	1	[	[	X
fis-3605	250	2	17	17	NUM
fis-3605	250	3	]	]	X
fis-3605	250	4	thomson	thomson	PROPN
fis-3605	250	5	,	,	PUNCT
fis-3605	250	6	w.	w.	PROPN
fis-3605	250	7	(	(	PUNCT
fis-3605	250	8	1853	1853	NUM
fis-3605	250	9	)	)	PUNCT
fis-3605	250	10	.	.	PUNCT
fis-3605	251	1	xv	xv	PROPN
fis-3605	251	2	.	.	PUNCT
fis-3605	252	1	on	on	ADP
fis-3605	252	2	the	the	DET
fis-3605	252	3	dynamical	dynamical	ADJ
fis-3605	252	4	theory	theory	NOUN
fis-3605	252	5	of	of	ADP
fis-3605	252	6	heat	heat	NOUN
fis-3605	252	7	,	,	PUNCT
fis-3605	252	8	with	with	ADP
fis-3605	252	9	numerical	numerical	ADJ
fis-3605	252	10	results	result	NOUN
fis-3605	252	11	deduced	deduce	VERB
fis-3605	252	12	from	from	ADP
fis-3605	252	13	mr	mr	PROPN
fis-3605	252	14	joule	joule	PROPN
fis-3605	252	15	’s	’s	PART
fis-3605	252	16	equivalent	equivalent	NOUN
fis-3605	252	17	of	of	ADP
fis-3605	252	18	a	a	DET
fis-3605	252	19	thermal	thermal	ADJ
fis-3605	252	20	unit	unit	NOUN
fis-3605	252	21	,	,	PUNCT
fis-3605	252	22	and	and	CCONJ
fis-3605	252	23	m.	m.	NOUN
fis-3605	252	24	regnault	regnault	NOUN
fis-3605	252	25	’s	’s	PART
fis-3605	252	26	observations	observation	NOUN
fis-3605	252	27	on	on	ADP
fis-3605	252	28	steam	steam	NOUN
fis-3605	252	29	,	,	PUNCT
fis-3605	252	30	trans	trans	PROPN
fis-3605	252	31	.	.	PROPN
fis-3605	252	32	r.	r.	PROPN
fis-3605	252	33	soc	soc	PROPN
fis-3605	252	34	.	.	PUNCT
fis-3605	252	35	edinburgh	edinburgh	PROPN
fis-3605	252	36	,	,	PUNCT
fis-3605	252	37	20(2	20(2	NUM
fis-3605	252	38	)	)	PUNCT
fis-3605	252	39	,	,	PUNCT
fis-3605	252	40	pp	pp	ADP
fis-3605	252	41	.	.	PUNCT
fis-3605	253	1	261–88	261–88	NOUN
fis-3605	253	2	,	,	PUNCT
fis-3605	253	3	doi	doi	NOUN
fis-3605	253	4	:	:	PUNCT
fis-3605	253	5	10.1017	10.1017	NUM
fis-3605	253	6	/	/	SYM
fis-3605	253	7	s0080456800033172	s0080456800033172	NOUN
fis-3605	253	8	.	.	PUNCT
fis-3605	254	1	[	[	X
fis-3605	254	2	18	18	NUM
fis-3605	254	3	]	]	X
fis-3605	254	4	melvin	melvin	PROPN
fis-3605	254	5	,	,	PUNCT
fis-3605	254	6	a.d	a.d	PROPN
fis-3605	254	7	.	.	PROPN
fis-3605	254	8	,	,	PUNCT
fis-3605	254	9	lucia	lucia	PROPN
fis-3605	254	10	,	,	PUNCT
fis-3605	254	11	a.c	a.c	PROPN
fis-3605	254	12	.	.	PROPN
fis-3605	254	13	,	,	PUNCT
fis-3605	254	14	solomos	solomos	PROPN
fis-3605	254	15	,	,	PUNCT
fis-3605	254	16	g.p	g.p	PROPN
fis-3605	254	17	.	.	PROPN
fis-3605	254	18	,	,	PUNCT
fis-3605	254	19	volta	volta	PROPN
fis-3605	254	20	,	,	PUNCT
fis-3605	254	21	g.	g.	PROPN
fis-3605	254	22	,	,	PUNCT
fis-3605	254	23	emmony	emmony	NOUN
fis-3605	254	24	,	,	PUNCT
fis-3605	254	25	d.	d.	PROPN
fis-3605	254	26	(	(	PUNCT
fis-3605	254	27	1990	1990	NUM
fis-3605	254	28	)	)	PUNCT
fis-3605	254	29	.	.	PUNCT
fis-3605	255	1	thermal	thermal	ADJ
fis-3605	255	2	emission	emission	NOUN
fis-3605	255	3	measurements	measurement	NOUN
fis-3605	255	4	from	from	ADP
fis-3605	255	5	creep	creep	PROPN
fis-3605	255	6	damaged	damage	VERB
fis-3605	255	7	specimens	specimen	NOUN
fis-3605	255	8	of	of	ADP
fis-3605	255	9	aisi	aisi	PROPN
fis-3605	255	10	316l	316l	PROPN
fis-3605	255	11	and	and	CCONJ
fis-3605	255	12	alloy	alloy	NOUN
fis-3605	255	13	800h	800h	NOUN
fis-3605	255	14	,	,	PUNCT
fis-3605	255	15	proc	proc	NOUN
fis-3605	255	16	.	.	PUNCT
fis-3605	256	1	9th	9th	ADJ
fis-3605	256	2	int	int	NOUN
fis-3605	256	3	.	.	PUNCT
fis-3605	256	4	conf	conf	NOUN
fis-3605	256	5	.	.	PUNCT
fis-3605	257	1	exp	exp	PROPN
fis-3605	257	2	.	.	PROPN
fis-3605	257	3	mech	mech	PROPN
fis-3605	257	4	.	.	PUNCT
fis-3605	258	1	2	2	NUM
fis-3605	258	2	,	,	PUNCT
fis-3605	258	3	pp	pp	ADJ
fis-3605	258	4	.	.	PUNCT
fis-3605	259	1	765–73	765–73	X
fis-3605	259	2	.	.	PUNCT
fis-3605	260	1	[	[	X
fis-3605	260	2	19	19	NUM
fis-3605	260	3	]	]	X
fis-3605	260	4	melvin	melvin	PROPN
fis-3605	260	5	,	,	PUNCT
fis-3605	260	6	a.d	a.d	PROPN
fis-3605	260	7	.	.	PROPN
fis-3605	260	8	,	,	PUNCT
fis-3605	260	9	lucia	lucia	PROPN
fis-3605	260	10	,	,	PUNCT
fis-3605	260	11	a.c	a.c	PROPN
fis-3605	260	12	.	.	PROPN
fis-3605	260	13	,	,	PUNCT
fis-3605	260	14	solomos	solomos	PROPN
fis-3605	260	15	,	,	PUNCT
fis-3605	260	16	g.p	g.p	PROPN
fis-3605	260	17	.	.	PROPN
fis-3605	260	18	(	(	PUNCT
fis-3605	260	19	1993	1993	NUM
fis-3605	260	20	)	)	PUNCT
fis-3605	260	21	.	.	PUNCT
fis-3605	261	1	the	the	DET
fis-3605	261	2	thermal	thermal	ADJ
fis-3605	261	3	response	response	NOUN
fis-3605	261	4	to	to	ADP
fis-3605	261	5	deformation	deformation	NOUN
fis-3605	261	6	to	to	ADP
fis-3605	261	7	fracture	fracture	NOUN
fis-3605	261	8	of	of	ADP
fis-3605	261	9	a	a	DET
fis-3605	261	10	carbon	carbon	NOUN
fis-3605	261	11	/	/	SYM
fis-3605	261	12	epoxy	epoxy	NOUN
fis-3605	261	13	composite	composite	ADJ
fis-3605	261	14	laminate	laminate	NOUN
fis-3605	261	15	,	,	PUNCT
fis-3605	261	16	compos	compos	PROPN
fis-3605	261	17	.	.	PUNCT
fis-3605	262	1	sci	sci	PROPN
fis-3605	262	2	.	.	PROPN
fis-3605	262	3	technol	technol	PROPN
fis-3605	262	4	.	.	PROPN
fis-3605	262	5	,	,	PUNCT
fis-3605	262	6	46(4	46(4	NOUN
fis-3605	262	7	)	)	PUNCT
fis-3605	262	8	,	,	PUNCT
fis-3605	262	9	pp	pp	ADP
fis-3605	262	10	.	.	PUNCT
fis-3605	263	1	345–51	345–51	NUM
fis-3605	263	2	,	,	PUNCT
fis-3605	263	3	doi	doi	NOUN
fis-3605	263	4	:	:	PUNCT
fis-3605	263	5	10.1016/0266	10.1016/0266	NUM
fis-3605	263	6	-	-	NOUN
fis-3605	263	7	3538(93)90180	3538(93)90180	NUM
fis-3605	263	8	-	-	PUNCT
fis-3605	263	9	o.	o.	NOUN
fis-3605	264	1	[	[	X
fis-3605	264	2	20	20	NUM
fis-3605	264	3	]	]	X
fis-3605	264	4	sherstinsky	sherstinsky	NOUN
fis-3605	264	5	,	,	PUNCT
fis-3605	264	6	a.	a.	NOUN
fis-3605	264	7	(	(	PUNCT
fis-3605	264	8	2020	2020	NUM
fis-3605	264	9	)	)	PUNCT
fis-3605	264	10	.	.	PUNCT
fis-3605	265	1	fundamentals	fundamental	NOUN
fis-3605	265	2	of	of	ADP
fis-3605	265	3	recurrent	recurrent	ADJ
fis-3605	265	4	neural	neural	ADJ
fis-3605	265	5	network	network	NOUN
fis-3605	265	6	(	(	PUNCT
fis-3605	265	7	rnn	rnn	PROPN
fis-3605	265	8	)	)	PUNCT
fis-3605	265	9	and	and	CCONJ
fis-3605	265	10	long	long	ADJ
fis-3605	265	11	short	short	ADJ
fis-3605	265	12	-	-	PUNCT
fis-3605	265	13	term	term	NOUN
fis-3605	265	14	memory	memory	NOUN
fis-3605	265	15	(	(	PUNCT
fis-3605	265	16	lstm	lstm	NOUN
fis-3605	265	17	)	)	PUNCT
fis-3605	265	18	network	network	NOUN
fis-3605	265	19	,	,	PUNCT
fis-3605	265	20	phys	phy	NOUN
fis-3605	265	21	.	.	PUNCT
fis-3605	266	1	d	d	PRON
fis-3605	266	2	nonlinear	nonlinear	ADJ
fis-3605	266	3	phenom	phenom	NOUN
fis-3605	266	4	.	.	PUNCT
fis-3605	266	5	,	,	PUNCT
fis-3605	266	6	404	404	NUM
fis-3605	266	7	,	,	PUNCT
fis-3605	266	8	pp	pp	ADJ
fis-3605	266	9	.	.	PUNCT
fis-3605	267	1	132306	132306	NUM
fis-3605	267	2	,	,	PUNCT
fis-3605	267	3	doi	doi	NOUN
fis-3605	267	4	:	:	PUNCT
fis-3605	267	5	10.1016	10.1016	NUM
fis-3605	267	6	/	/	SYM
fis-3605	267	7	j.physd.2019.132306	j.physd.2019.132306	NOUN
fis-3605	267	8	.	.	PUNCT
fis-3605	268	1	[	[	X
fis-3605	268	2	21	21	NUM
fis-3605	268	3	]	]	X
fis-3605	268	4	samih	samih	X
fis-3605	268	5	,	,	PUNCT
fis-3605	268	6	y.	y.	PROPN
fis-3605	268	7	,	,	PUNCT
fis-3605	268	8	maharjan	maharjan	PROPN
fis-3605	268	9	,	,	PUNCT
fis-3605	268	10	s.	s.	PROPN
fis-3605	268	11	,	,	PUNCT
fis-3605	268	12	attia	attia	PROPN
fis-3605	268	13	,	,	PUNCT
fis-3605	268	14	m.	m.	NOUN
fis-3605	268	15	,	,	PUNCT
fis-3605	268	16	kallmeyer	kallmeyer	PROPN
fis-3605	268	17	,	,	PUNCT
fis-3605	268	18	l.	l.	PROPN
fis-3605	268	19	,	,	PUNCT
fis-3605	268	20	solorio	solorio	PROPN
fis-3605	268	21	,	,	PUNCT
fis-3605	268	22	t.	t.	PROPN
fis-3605	268	23	(	(	PUNCT
fis-3605	268	24	2016	2016	NUM
fis-3605	268	25	)	)	PUNCT
fis-3605	268	26	.	.	PUNCT
fis-3605	269	1	multilingual	multilingual	ADJ
fis-3605	269	2	code	code	NOUN
fis-3605	269	3	-	-	PUNCT
fis-3605	269	4	switching	switch	VERB
fis-3605	269	5	identification	identification	NOUN
fis-3605	269	6	via	via	ADP
fis-3605	269	7	lstm	lstm	PROPN
fis-3605	269	8	recurrent	recurrent	ADJ
fis-3605	269	9	neural	neural	ADJ
fis-3605	269	10	networks	network	NOUN
fis-3605	269	11	,	,	PUNCT
fis-3605	269	12	,	,	PUNCT
fis-3605	269	13	pp	pp	ADP
fis-3605	269	14	.	.	PUNCT
fis-3605	270	1	50–59	50–59	NUM
fis-3605	270	2	,	,	PUNCT
fis-3605	270	3	doi	doi	NOUN
fis-3605	270	4	:	:	PUNCT
fis-3605	270	5	10.18653	10.18653	NUM
fis-3605	270	6	/	/	SYM
fis-3605	270	7	v1	v1	NOUN
fis-3605	270	8	/	/	SYM
fis-3605	270	9	w16	w16	NOUN
fis-3605	270	10	-	-	PUNCT
fis-3605	270	11	5806	5806	NUM
fis-3605	270	12	.	.	PUNCT
fis-3605	271	1	[	[	X
fis-3605	271	2	22	22	NUM
fis-3605	271	3	]	]	X
fis-3605	271	4	graves	grave	NOUN
fis-3605	271	5	,	,	PUNCT
fis-3605	271	6	a.	a.	NOUN
fis-3605	271	7	,	,	PUNCT
fis-3605	271	8	mohamed	mohamed	PROPN
fis-3605	271	9	,	,	PUNCT
fis-3605	271	10	a.r	a.r	PROPN
fis-3605	271	11	.	.	PROPN
fis-3605	271	12	,	,	PUNCT
fis-3605	271	13	hinton	hinton	PROPN
fis-3605	271	14	,	,	PUNCT
fis-3605	271	15	g.	g.	PROPN
fis-3605	271	16	(	(	PUNCT
fis-3605	271	17	2013).speech	2013).speech	NUM
fis-3605	271	18	recognition	recognition	NOUN
fis-3605	271	19	with	with	ADP
fis-3605	271	20	deep	deep	ADJ
fis-3605	271	21	recurrent	recurrent	ADJ
fis-3605	271	22	neural	neural	ADJ
fis-3605	271	23	networks	network	NOUN
fis-3605	271	24	.	.	PUNCT
fis-3605	272	1	icassp	icassp	PROPN
fis-3605	272	2	,	,	PUNCT
fis-3605	272	3	ieee	ieee	PROPN
fis-3605	272	4	international	international	ADJ
fis-3605	272	5	conference	conference	NOUN
fis-3605	272	6	on	on	ADP
fis-3605	272	7	acoustics	acoustic	NOUN
fis-3605	272	8	,	,	PUNCT
fis-3605	272	9	speech	speech	NOUN
fis-3605	272	10	and	and	CCONJ
fis-3605	272	11	signal	signal	NOUN
fis-3605	272	12	processing	processing	NOUN
fis-3605	272	13	proceedings	proceeding	NOUN
fis-3605	272	14	.	.	PUNCT
fis-3605	273	1	[	[	X
fis-3605	273	2	23	23	NUM
fis-3605	273	3	]	]	X
fis-3605	273	4	risitano	risitano	PROPN
fis-3605	273	5	,	,	PUNCT
fis-3605	273	6	g.	g.	PROPN
fis-3605	273	7	,	,	PUNCT
fis-3605	273	8	santonocito	santonocito	PROPN
fis-3605	273	9	,	,	PUNCT
fis-3605	273	10	d.	d.	PROPN
fis-3605	273	11	(	(	PUNCT
fis-3605	273	12	2020	2020	NUM
fis-3605	273	13	)	)	PUNCT
fis-3605	273	14	.	.	PUNCT
fis-3605	274	1	experimental	experimental	ADJ
fis-3605	274	2	and	and	CCONJ
fis-3605	274	3	numerical	numerical	ADJ
fis-3605	274	4	assessment	assessment	NOUN
fis-3605	274	5	of	of	ADP
fis-3605	274	6	the	the	DET
fis-3605	274	7	end	end	NOUN
fis-3605	274	8	of	of	ADP
fis-3605	274	9	the	the	DET
fis-3605	274	10	thermoelastic	thermoelastic	ADJ
fis-3605	274	11	effect	effect	NOUN
fis-3605	274	12	during	during	ADP
fis-3605	274	13	static	static	ADJ
fis-3605	274	14	traction	traction	PROPN
fis-3605	274	15	test	test	NOUN
fis-3605	274	16	,	,	PUNCT
fis-3605	274	17	procedia	procedia	NOUN
fis-3605	274	18	struct	struct	NOUN
fis-3605	274	19	.	.	PUNCT
fis-3605	275	1	integr	integr	PROPN
fis-3605	275	2	.	.	PROPN
fis-3605	275	3	,	,	PUNCT
fis-3605	275	4	28	28	NUM
fis-3605	275	5	,	,	PUNCT
fis-3605	275	6	pp	pp	ADJ
fis-3605	275	7	.	.	PUNCT
fis-3605	276	1	1449–1457	1449–1457	NUM
fis-3605	276	2	,	,	PUNCT
fis-3605	276	3	doi	doi	NOUN
fis-3605	276	4	:	:	PUNCT
fis-3605	276	5	10.1016	10.1016	NUM
fis-3605	276	6	/	/	SYM
fis-3605	276	7	j.prostr.2020.10.118	j.prostr.2020.10.118	PROPN
fis-3605	276	8	.	.	PUNCT
fis-3605	277	1	[	[	X
fis-3605	277	2	24	24	NUM
fis-3605	277	3	]	]	SYM
fis-3605	277	4	santonocito	santonocito	PROPN
fis-3605	277	5	,	,	PUNCT
fis-3605	277	6	d.	d.	PROPN
fis-3605	277	7	(	(	PUNCT
fis-3605	277	8	2021	2021	NUM
fis-3605	277	9	)	)	PUNCT
fis-3605	277	10	.	.	PUNCT
fis-3605	278	1	numerical	numerical	ADJ
fis-3605	278	2	and	and	CCONJ
fis-3605	278	3	experimental	experimental	ADJ
fis-3605	278	4	evaluation	evaluation	NOUN
fis-3605	278	5	of	of	ADP
fis-3605	278	6	the	the	DET
fis-3605	278	7	energetic	energetic	ADJ
fis-3605	278	8	release	release	NOUN
fis-3605	278	9	during	during	ADP
fis-3605	278	10	static	static	ADJ
fis-3605	278	11	tensile	tensile	NOUN
fis-3605	278	12	tests	test	NOUN
fis-3605	278	13	on	on	ADP
fis-3605	278	14	short	short	ADJ
fis-3605	278	15	fiber	fiber	NOUN
fis-3605	278	16	reinforced	reinforce	VERB
fis-3605	278	17	composite	composite	ADJ
fis-3605	278	18	material	material	NOUN
fis-3605	278	19	,	,	PUNCT
fis-3605	278	20	iop	iop	NOUN
fis-3605	278	21	conf	conf	NOUN
fis-3605	278	22	.	.	PUNCT
fis-3605	279	1	ser	ser	PROPN
fis-3605	279	2	.	.	PUNCT
fis-3605	280	1	mater	mater	PROPN
fis-3605	280	2	.	.	PUNCT
fis-3605	281	1	sci	sci	PROPN
fis-3605	281	2	.	.	PUNCT
fis-3605	282	1	eng	eng	PROPN
fis-3605	282	2	.	.	PROPN
fis-3605	282	3	,	,	PUNCT
fis-3605	282	4	1038(1	1038(1	NUM
fis-3605	282	5	)	)	PUNCT
fis-3605	282	6	,	,	PUNCT
fis-3605	282	7	pp	pp	PROPN
fis-3605	282	8	.	.	PUNCT
fis-3605	282	9	012059	012059	NUM
fis-3605	282	10	,	,	PUNCT
fis-3605	282	11	doi	doi	NOUN
fis-3605	282	12	:	:	PUNCT
fis-3605	282	13	10.1088/1757	10.1088/1757	PROPN
fis-3605	282	14	-	-	PUNCT
fis-3605	282	15	899x/1038/1/012059	899x/1038/1/012059	NUM
fis-3605	282	16	.	.	PUNCT
fis-3605	283	1	[	[	X
fis-3605	283	2	25	25	NUM
fis-3605	283	3	]	]	SYM
fis-3605	283	4	santonocito	santonocito	PROPN
fis-3605	283	5	,	,	PUNCT
fis-3605	283	6	d.	d.	PROPN
fis-3605	283	7	(	(	PUNCT
fis-3605	283	8	2020	2020	NUM
fis-3605	283	9	)	)	PUNCT
fis-3605	283	10	.	.	PUNCT
fis-3605	284	1	evaluation	evaluation	NOUN
fis-3605	284	2	of	of	ADP
fis-3605	284	3	fatigue	fatigue	NOUN
fis-3605	284	4	properties	property	NOUN
fis-3605	284	5	of	of	ADP
fis-3605	284	6	3d	3d	NOUN
fis-3605	284	7	-	-	PUNCT
fis-3605	284	8	printed	print	VERB
fis-3605	284	9	polyamide-12	polyamide-12	PROPN
fis-3605	284	10	by	by	ADP
fis-3605	284	11	means	mean	NOUN
fis-3605	284	12	of	of	ADP
fis-3605	284	13	energy	energy	NOUN
fis-3605	284	14	approach	approach	NOUN
fis-3605	284	15	during	during	ADP
fis-3605	284	16	tensile	tensile	NOUN
fis-3605	284	17	tests	test	NOUN
fis-3605	284	18	,	,	PUNCT
fis-3605	284	19	procedia	procedia	NOUN
fis-3605	284	20	struct	struct	NOUN
fis-3605	284	21	.	.	PUNCT
fis-3605	285	1	integr	integr	PROPN
fis-3605	285	2	.	.	PROPN
fis-3605	285	3	,	,	PUNCT
fis-3605	285	4	25	25	NUM
fis-3605	285	5	,	,	PUNCT
fis-3605	285	6	pp	pp	ADJ
fis-3605	285	7	.	.	PUNCT
fis-3605	286	1	355–363	355–363	NUM
fis-3605	286	2	,	,	PUNCT
fis-3605	286	3	doi	doi	NOUN
fis-3605	286	4	:	:	PUNCT
fis-3605	286	5	10.1016	10.1016	NUM
fis-3605	286	6	/	/	SYM
fis-3605	286	7	j.prostr.2020.04.040	j.prostr.2020.04.040	X
fis-3605	286	8	.	.	PUNCT
fis-3605	287	1	[	[	X
fis-3605	287	2	26	26	NUM
fis-3605	287	3	]	]	X
fis-3605	287	4	risitano	risitano	PROPN
fis-3605	287	5	,	,	PUNCT
fis-3605	287	6	g.	g.	PROPN
fis-3605	287	7	,	,	PUNCT
fis-3605	287	8	guglielmino	guglielmino	PROPN
fis-3605	287	9	,	,	PUNCT
fis-3605	287	10	e.	e.	PROPN
fis-3605	287	11	,	,	PUNCT
fis-3605	287	12	santonocito	santonocito	PROPN
fis-3605	287	13	,	,	PUNCT
fis-3605	287	14	d.	d.	PROPN
fis-3605	287	15	(	(	PUNCT
fis-3605	287	16	2018).evaluation	2018).evaluation	NUM
fis-3605	287	17	of	of	ADP
fis-3605	287	18	mechanical	mechanical	ADJ
fis-3605	287	19	properties	property	NOUN
fis-3605	287	20	of	of	ADP
fis-3605	287	21	polyethylene	polyethylene	NOUN
fis-3605	287	22	for	for	ADP
fis-3605	287	23	pipes	pipe	NOUN
fis-3605	287	24	by	by	ADP
fis-3605	287	25	energy	energy	NOUN
fis-3605	287	26	approach	approach	NOUN
fis-3605	287	27	during	during	ADP
fis-3605	287	28	tensile	tensile	NOUN
fis-3605	287	29	and	and	CCONJ
fis-3605	287	30	fatigue	fatigue	NOUN
fis-3605	287	31	tests	test	NOUN
fis-3605	287	32	.	.	PUNCT
fis-3605	288	1	procedia	procedia	ADJ
fis-3605	288	2	structural	structural	ADJ
fis-3605	288	3	integrity	integrity	NOUN
fis-3605	288	4	,	,	PUNCT
fis-3605	288	5	13	13	NUM
fis-3605	288	6	,	,	PUNCT
fis-3605	288	7	pp	pp	ADJ
fis-3605	288	8	.	.	PUNCT
fis-3605	289	1	1663–1669	1663–1669	NUM
fis-3605	289	2	.	.	PUNCT
fis-3605	290	1	[	[	X
fis-3605	290	2	27	27	NUM
fis-3605	290	3	]	]	X
fis-3605	290	4	gers	ger	NOUN
fis-3605	290	5	,	,	PUNCT
fis-3605	290	6	f.a	f.a	PROPN
fis-3605	290	7	.	.	PROPN
fis-3605	290	8	,	,	PUNCT
fis-3605	290	9	eck	eck	PROPN
fis-3605	290	10	,	,	PUNCT
fis-3605	290	11	d.	d.	PROPN
fis-3605	290	12	,	,	PUNCT
fis-3605	290	13	schmidhuber	schmidhuber	PROPN
fis-3605	290	14	,	,	PUNCT
fis-3605	290	15	j.	j.	PROPN
fis-3605	290	16	(	(	PUNCT
fis-3605	290	17	2002	2002	NUM
fis-3605	290	18	)	)	PUNCT
fis-3605	290	19	.	.	PUNCT
fis-3605	291	1	applying	apply	VERB
fis-3605	291	2	lstm	lstm	NOUN
fis-3605	291	3	to	to	ADP
fis-3605	291	4	time	time	NOUN
fis-3605	291	5	series	series	PROPN
fis-3605	291	6	predictable	predictable	ADJ
fis-3605	291	7	through	through	ADP
fis-3605	291	8	time	time	NOUN
fis-3605	291	9	-	-	PUNCT
fis-3605	291	10	window	window	NOUN
fis-3605	291	11	approaches	approach	NOUN
fis-3605	291	12	,	,	PUNCT
fis-3605	291	13	pp	pp	ADJ
fis-3605	291	14	.	.	PUNCT
fis-3605	292	1	193–200	193–200	NUM
fis-3605	292	2	,	,	PUNCT
fis-3605	292	3	doi	doi	NOUN
fis-3605	292	4	:	:	PUNCT
fis-3605	292	5	10.1007/978	10.1007/978	NUM
fis-3605	292	6	-	-	SYM
fis-3605	292	7	1	1	NUM
fis-3605	292	8	-	-	PUNCT
fis-3605	292	9	4471	4471	NUM
fis-3605	292	10	-	-	PUNCT
fis-3605	292	11	0219	0219	NUM
fis-3605	292	12	-	-	PUNCT
fis-3605	292	13	9_20	9_20	NUM
fis-3605	292	14	.	.	PUNCT
fis-3605	293	1	<	<	X
fis-3605	293	2	<	<	X
fis-3605	293	3	/ascii85encodepages	/ascii85encodepage	NOUN
fis-3605	293	4	false	false	ADJ
fis-3605	293	5	/allowtransparency	/allowtransparency	NOUN
fis-3605	293	6	false	false	ADJ
fis-3605	293	7	/autopositionepsfiles	/autopositionepsfile	NOUN
fis-3605	293	8	true	true	ADJ
fis-3605	293	9	/autorotatepages	/autorotatepage	NOUN
fis-3605	293	10	/none	/none	PUNCT
fis-3605	293	11	/binding	/binding	PUNCT
fis-3605	293	12	/left	/left	ADJ
fis-3605	294	1	/calgrayprofile	/calgrayprofile	VERB
fis-3605	294	2	(	(	PUNCT
fis-3605	294	3	dot	dot	NOUN
fis-3605	294	4	gain	gain	NOUN
fis-3605	294	5	20	20	NUM
fis-3605	294	6	%	%	NOUN
fis-3605	294	7	)	)	PUNCT
fis-3605	294	8	/calrgbprofile	/calrgbprofile	PUNCT
fis-3605	295	1	(	(	PUNCT
fis-3605	295	2	srgb	srgb	PROPN
fis-3605	295	3	iec61966	iec61966	NOUN
fis-3605	295	4	-	-	PUNCT
fis-3605	295	5	2.1	2.1	NUM
fis-3605	295	6	)	)	PUNCT
fis-3605	295	7	/calcmykprofile	/calcmykprofile	PUNCT
fis-3605	296	1	(	(	PUNCT
fis-3605	296	2	u.s	u.s	PROPN
fis-3605	296	3	.	.	PROPN
fis-3605	296	4	web	web	NOUN
fis-3605	296	5	coated	coat	VERB
fis-3605	296	6	\050swop\051	\050swop\051	ADJ
fis-3605	296	7	v2	v2	NOUN
fis-3605	296	8	)	)	PUNCT
fis-3605	296	9	/srgbprofile	/srgbprofile	PUNCT
fis-3605	296	10	(	(	PUNCT
fis-3605	296	11	srgb	srgb	PROPN
fis-3605	296	12	iec61966	iec61966	NOUN
fis-3605	296	13	-	-	PUNCT
fis-3605	296	14	2.1	2.1	NUM
fis-3605	296	15	)	)	PUNCT
fis-3605	296	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
fis-3605	297	1	/error	/error	INTJ
fis-3605	297	2	/compatibilitylevel	/compatibilitylevel	NOUN
fis-3605	298	1	1.4	1.4	NUM
fis-3605	298	2	/compressobjects	/compressobject	NOUN
fis-3605	298	3	/tags	/tag	VERB
fis-3605	298	4	/compresspages	/compresspage	NOUN
fis-3605	298	5	true	true	ADJ
fis-3605	298	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
fis-3605	298	7	true	true	ADJ
fis-3605	298	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
fis-3605	298	9	true	true	ADJ
fis-3605	298	10	/createjobticket	/createjobticket	NOUN
fis-3605	298	11	false	false	ADJ
fis-3605	298	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
fis-3605	298	13	/default	/default	PUNCT
fis-3605	298	14	/detectblends	/detectblend	NOUN
fis-3605	298	15	true	true	ADJ
fis-3605	298	16	/detectcurves	/detectcurve	VERB
fis-3605	299	1	0.0000	0.0000	NUM
fis-3605	299	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
fis-3605	299	3	/cmyk	/cmyk	PUNCT
fis-3605	300	1	/dothumbnails	/dothumbnail	VERB
fis-3605	301	1	false	false	ADJ
fis-3605	301	2	/embedallfonts	/embedallfont	NOUN
fis-3605	301	3	true	true	ADJ
fis-3605	301	4	/embedopentype	/embedopentype	PUNCT
fis-3605	301	5	false	false	ADJ
fis-3605	301	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
fis-3605	301	7	true	true	ADJ
fis-3605	301	8	/embedjoboptions	/embedjoboption	NOUN
fis-3605	301	9	true	true	ADJ
fis-3605	301	10	/dscreportinglevel	/dscreportinglevel	NOUN
fis-3605	301	11	0	0	NUM
fis-3605	301	12	/emitdscwarnings	/emitdscwarning	NOUN
fis-3605	301	13	false	false	ADJ
fis-3605	301	14	/endpage	/endpage	NOUN
fis-3605	301	15	-1	-1	NOUN
fis-3605	301	16	/imagememory	/imagememory	NUM
fis-3605	301	17	1048576	1048576	NUM
fis-3605	301	18	/lockdistillerparams	/lockdistillerparams	NOUN
fis-3605	301	19	false	false	ADJ
fis-3605	301	20	/maxsubsetpct	/maxsubsetpct	ADJ
fis-3605	301	21	100	100	NUM
fis-3605	301	22	/optimize	/optimize	NOUN
fis-3605	301	23	true	true	ADJ
fis-3605	301	24	/opm	/opm	NOUN
fis-3605	301	25	1	1	NUM
fis-3605	301	26	/parsedsccomments	/parsedsccomment	NOUN
fis-3605	301	27	true	true	ADJ
fis-3605	301	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
fis-3605	301	29	true	true	ADJ
fis-3605	301	30	/preservecopypage	/preservecopypage	NOUN
fis-3605	301	31	true	true	ADJ
fis-3605	301	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
fis-3605	301	33	true	true	ADJ
fis-3605	301	34	/preserveepsinfo	/preserveepsinfo	NOUN
fis-3605	301	35	true	true	ADJ
fis-3605	301	36	/preserveflatness	/preserveflatness	NOUN
fis-3605	301	37	true	true	ADJ
fis-3605	301	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
fis-3605	301	39	false	false	ADJ
fis-3605	301	40	/preserveopicomments	/preserveopicomment	NOUN
fis-3605	301	41	true	true	ADJ
fis-3605	301	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
fis-3605	301	43	true	true	ADJ
fis-3605	301	44	/startpage	/startpage	NOUN
fis-3605	301	45	1	1	NUM
fis-3605	301	46	/subsetfonts	/subsetfont	NOUN
fis-3605	301	47	true	true	ADJ
fis-3605	301	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
fis-3605	301	49	/apply	/apply	PUNCT
fis-3605	301	50	/ucrandbginfo	/ucrandbginfo	PUNCT
fis-3605	302	1	/preserve	/preserve	NOUN
fis-3605	302	2	/useprologue	/useprologue	NOUN
fis-3605	302	3	false	false	ADJ
fis-3605	302	4	/colorsettingsfile	/colorsettingsfile	NOUN
fis-3605	302	5	(	(	PUNCT
fis-3605	302	6	)	)	PUNCT
fis-3605	302	7	/alwaysembed	/alwaysembe	VERB
fis-3605	302	8	[	[	PUNCT
fis-3605	302	9	true	true	ADJ
fis-3605	302	10	]	]	PUNCT
fis-3605	302	11	/neverembed	/neverembed	PUNCT
fis-3605	303	1	[	[	PUNCT
fis-3605	303	2	true	true	ADJ
fis-3605	303	3	]	]	PUNCT
fis-3605	303	4	/antialiascolorimages	/antialiascolorimages	X
fis-3605	303	5	false	false	ADJ
fis-3605	303	6	/cropcolorimages	/cropcolorimages	PUNCT
fis-3605	303	7	true	true	ADJ
fis-3605	303	8	/colorimageminresolution	/colorimageminresolution	PUNCT
fis-3605	303	9	300	300	NUM
fis-3605	303	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
fis-3605	303	11	/ok	/ok	ADJ
fis-3605	304	1	/downsamplecolorimages	/downsamplecolorimage	VERB
fis-3605	305	1	true	true	ADJ
fis-3605	305	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
fis-3605	305	3	/bicubic	/bicubic	NOUN
fis-3605	305	4	/colorimageresolution	/colorimageresolution	NOUN
fis-3605	306	1	300	300	NUM
fis-3605	306	2	/colorimagedepth	/colorimagedepth	PRON
fis-3605	306	3	-1	-1	INTJ
fis-3605	306	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
fis-3605	306	5	1	1	NUM
fis-3605	306	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
fis-3605	306	7	1.50000	1.50000	NUM
fis-3605	306	8	/encodecolorimages	/encodecolorimage	NOUN
fis-3605	306	9	true	true	ADJ
fis-3605	306	10	/colorimagefilter	/colorimagefilter	PUNCT
fis-3605	306	11	/dctencode	/dctencode	PUNCT
fis-3605	307	1	/autofiltercolorimages	/autofiltercolorimage	NOUN
fis-3605	307	2	true	true	ADJ
fis-3605	307	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
fis-3605	307	4	/jpeg	/jpeg	PUNCT
fis-3605	307	5	/coloracsimagedict	/coloracsimagedict	PUNCT
fis-3605	308	1	<	<	X
fis-3605	308	2	<	<	X
fis-3605	308	3	/qfactor	/qfactor	NOUN
fis-3605	308	4	0.15	0.15	NUM
fis-3605	308	5	/hsamples	/hsample	NOUN
fis-3605	309	1	[	[	X
fis-3605	309	2	1	1	NUM
fis-3605	309	3	1	1	NUM
fis-3605	309	4	1	1	NUM
fis-3605	309	5	1	1	NUM
fis-3605	309	6	]	]	PUNCT
fis-3605	309	7	/vsamples	/vsample	NOUN
fis-3605	310	1	[	[	X
fis-3605	310	2	1	1	NUM
fis-3605	310	3	1	1	NUM
fis-3605	310	4	1	1	NUM
fis-3605	310	5	1	1	NUM
fis-3605	310	6	]	]	PUNCT
fis-3605	310	7	>	>	PUNCT
fis-3605	310	8	>	>	X
fis-3605	310	9	/colorimagedict	/colorimagedict	PUNCT
fis-3605	311	1	<	<	X
fis-3605	311	2	<	<	X
fis-3605	311	3	/qfactor	/qfactor	NOUN
fis-3605	311	4	0.15	0.15	NUM
fis-3605	311	5	/hsamples	/hsample	NOUN
fis-3605	312	1	[	[	X
fis-3605	312	2	1	1	NUM
fis-3605	312	3	1	1	NUM
fis-3605	312	4	1	1	NUM
fis-3605	312	5	1	1	NUM
fis-3605	312	6	]	]	PUNCT
fis-3605	312	7	/vsamples	/vsample	NOUN
fis-3605	313	1	[	[	X
fis-3605	313	2	1	1	NUM
fis-3605	313	3	1	1	NUM
fis-3605	313	4	1	1	NUM
fis-3605	313	5	1	1	NUM
fis-3605	313	6	]	]	PUNCT
fis-3605	313	7	>	>	PUNCT
fis-3605	313	8	>	>	X
fis-3605	313	9	/jpeg2000coloracsimagedict	/jpeg2000coloracsimagedict	PUNCT
fis-3605	314	1	<	<	X
fis-3605	314	2	<	<	X
fis-3605	314	3	/tilewidth	/tilewidth	PUNCT
fis-3605	314	4	256	256	NUM
fis-3605	314	5	/tileheight	/tileheight	NUM
fis-3605	314	6	256	256	NUM
fis-3605	314	7	/quality	/quality	NOUN
fis-3605	314	8	30	30	NUM
fis-3605	314	9	>	>	PUNCT
fis-3605	314	10	>	>	X
fis-3605	314	11	/jpeg2000colorimagedict	/jpeg2000colorimagedict	PUNCT
fis-3605	314	12	<	<	X
fis-3605	314	13	<	<	X
fis-3605	314	14	/tilewidth	/tilewidth	PUNCT
fis-3605	314	15	256	256	NUM
fis-3605	314	16	/tileheight	/tileheight	NUM
fis-3605	314	17	256	256	NUM
fis-3605	314	18	/quality	/quality	NOUN
fis-3605	314	19	30	30	NUM
fis-3605	314	20	>	>	PUNCT
fis-3605	314	21	>	>	X
fis-3605	314	22	/antialiasgrayimages	/antialiasgrayimages	X
fis-3605	314	23	false	false	ADJ
fis-3605	314	24	/cropgrayimages	/cropgrayimage	NOUN
fis-3605	314	25	true	true	ADJ
fis-3605	314	26	/grayimageminresolution	/grayimageminresolution	ADV
fis-3605	314	27	300	300	NUM
fis-3605	314	28	/grayimageminresolutionpolicy	/grayimageminresolutionpolicy	NOUN
fis-3605	314	29	/ok	/ok	ADJ
fis-3605	314	30	/downsamplegrayimages	/downsamplegrayimages	PUNCT
fis-3605	315	1	true	true	ADJ
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fis-3605	316	5	true	true	ADJ
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fis-3605	338	6	>	>	X
fis-3605	338	7	/esp	/esp	PUNCT
fis-3605	338	8	<	<	X
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fis-3605	338	10	>	>	X
fis-3605	338	11	/eti	/eti	X
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fis-3605	339	3	>	>	X
fis-3605	339	4	/fra	/fra	PUNCT
fis-3605	340	1	<	<	X
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fis-3605	340	3	>	>	X
fis-3605	340	4	/gre	/gre	PUNCT
fis-3605	340	5	<	<	X
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fis-3605	340	7	>	>	X
fis-3605	340	8	/heb	/heb	X
fis-3605	340	9	<	<	X
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fis-3605	340	11	>	>	X
fis-3605	340	12	/hrv	/hrv	PROPN
fis-3605	341	1	(	(	PUNCT
fis-3605	341	2	za	za	PROPN
fis-3605	341	3	stvaranje	stvaranje	PROPN
fis-3605	341	4	adobe	adobe	PROPN
fis-3605	341	5	pdf	pdf	PROPN
fis-3605	341	6	dokumenata	dokumenata	PROPN
fis-3605	341	7	najpogodnijih	najpogodnijih	PROPN
fis-3605	341	8	za	za	PROPN
fis-3605	341	9	visokokvalitetni	visokokvalitetni	VERB
fis-3605	341	10	ispis	ispis	ADJ
fis-3605	341	11	prije	prije	NOUN
fis-3605	341	12	tiskanja	tiskanja	PROPN
fis-3605	341	13	koristite	koristite	PROPN
fis-3605	341	14	ove	ove	NOUN
fis-3605	341	15	postavke	postavke	NOUN
fis-3605	341	16	.	.	PUNCT
fis-3605	342	1	stvoreni	stvoreni	ADJ
fis-3605	342	2	pdf	pdf	NOUN
fis-3605	342	3	dokumenti	dokumenti	PROPN
fis-3605	342	4	mogu	mogu	PROPN
fis-3605	342	5	se	se	X
fis-3605	342	6	otvoriti	otvoriti	PROPN
fis-3605	342	7	acrobat	acrobat	PROPN
fis-3605	343	1	i	i	PRON
fis-3605	343	2	adobe	adobe	PROPN
fis-3605	343	3	reader	reader	PROPN
fis-3605	343	4	5.0	5.0	NUM
fis-3605	343	5	i	i	PRON
fis-3605	343	6	kasnijim	kasnijim	VERB
fis-3605	343	7	verzijama	verzijama	NOUN
fis-3605	343	8	.	.	PUNCT
fis-3605	343	9	)	)	PUNCT
fis-3605	344	1	/hun	/hun	PUNCT
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fis-3605	345	3	>	>	X
fis-3605	345	4	/ita	/ita	PUNCT
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fis-3605	346	3	>	>	X
fis-3605	346	4	/jpn	/jpn	PROPN
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fis-3605	347	3	>	>	X
fis-3605	347	4	/kor	/kor	PUNCT
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fis-3605	350	3	>	>	X
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fis-3605	351	1	(	(	PUNCT
fis-3605	351	2	gebruik	gebruik	NOUN
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fis-3605	353	1	/nor	/nor	PUNCT
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fis-3605	355	3	>	>	X
fis-3605	355	4	/ptb	/ptb	PROPN
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fis-3605	356	7	>	>	X
fis-3605	356	8	/suo	/suo	PROPN
fis-3605	357	1	<	<	AUX
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fis-3605	357	3	>	>	X
fis-3605	357	4	/sve	/sve	PROPN
fis-3605	357	5	<	<	X
fis-3605	357	6	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	X
fis-3605	357	7	>	>	X
fis-3605	357	8	/tur	/tur	X
fis-3605	357	9	<	<	X
fis-3605	357	10	feff005900fc006b00730065006b0020006b0061006c006900740065006c0069002000f6006e002000790061007a006401310072006d00610020006200610073006b013100730131006e006100200065006e0020006900790069002000750079006100620069006c006500630065006b002000410064006f006200650020005000440046002000620065006c00670065006c0065007200690020006f006c0075015f007400750072006d0061006b0020006900e70069006e00200062007500200061007900610072006c0061007201310020006b0075006c006c0061006e0131006e002e00200020004f006c0075015f0074007500720075006c0061006e0020005000440046002000620065006c00670065006c0065007200690020004100630072006f006200610074002000760065002000410064006f00620065002000520065006100640065007200200035002e003000200076006500200073006f006e0072006100730131006e00640061006b00690020007300fc007200fc006d006c00650072006c00650020006100e70131006c006100620069006c00690072002e	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	PROPN
fis-3605	357	11	>	>	X
fis-3605	357	12	/ukr	/ukr	X
fis-3605	357	13	<	<	X
fis-3605	357	14	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	X
fis-3605	357	15	>	>	X
fis-3605	357	16	/enu	/enu	PUNCT
fis-3605	357	17	(	(	PUNCT
fis-3605	357	18	use	use	VERB
fis-3605	357	19	these	these	DET
fis-3605	357	20	settings	setting	NOUN
fis-3605	357	21	to	to	PART
fis-3605	357	22	create	create	VERB
fis-3605	357	23	adobe	adobe	PROPN
fis-3605	357	24	pdf	pdf	PROPN
fis-3605	357	25	documents	document	NOUN
fis-3605	357	26	best	well	ADV
fis-3605	357	27	suited	suit	VERB
fis-3605	357	28	for	for	ADP
fis-3605	357	29	high	high	ADJ
fis-3605	357	30	-	-	PUNCT
fis-3605	357	31	quality	quality	NOUN
fis-3605	357	32	prepress	prepress	NOUN
fis-3605	357	33	printing	printing	NOUN
fis-3605	357	34	.	.	PUNCT
fis-3605	358	1	created	create	VERB
fis-3605	358	2	pdf	pdf	NOUN
fis-3605	358	3	documents	document	NOUN
fis-3605	358	4	can	can	AUX
fis-3605	358	5	be	be	AUX
fis-3605	358	6	opened	open	VERB
fis-3605	358	7	with	with	ADP
fis-3605	358	8	acrobat	acrobat	PROPN
fis-3605	358	9	and	and	CCONJ
fis-3605	358	10	adobe	adobe	PROPN
fis-3605	358	11	reader	reader	PROPN
fis-3605	358	12	5.0	5.0	NUM
fis-3605	358	13	and	and	CCONJ
fis-3605	358	14	later	later	ADV
fis-3605	358	15	.	.	PUNCT
fis-3605	358	16	)	)	PUNCT
fis-3605	359	1	>	>	PUNCT
fis-3605	359	2	>	>	X
fis-3605	359	3	/namespace	/namespace	PUNCT
fis-3605	360	1	[	[	PUNCT
fis-3605	360	2	(	(	PUNCT
fis-3605	360	3	adobe	adobe	PROPN
fis-3605	360	4	)	)	PUNCT
fis-3605	360	5	(	(	PUNCT
fis-3605	360	6	common	common	ADJ
fis-3605	360	7	)	)	PUNCT
fis-3605	360	8	(	(	PUNCT
fis-3605	360	9	1.0	1.0	NUM
fis-3605	360	10	)	)	PUNCT
fis-3605	360	11	]	]	PUNCT
fis-3605	361	1	/othernamespaces	/othernamespace	VERB
fis-3605	361	2	[	[	PUNCT
fis-3605	361	3	<	<	X
fis-3605	361	4	<	<	X
fis-3605	361	5	/asreaderspreads	/asreaderspreads	X
fis-3605	361	6	false	false	ADJ
fis-3605	361	7	/cropimagestoframes	/cropimagestoframe	NOUN
fis-3605	361	8	true	true	ADJ
fis-3605	361	9	/errorcontrol	/errorcontrol	NOUN
fis-3605	362	1	/warnandcontinue	/warnandcontinue	PUNCT
fis-3605	362	2	/flattenerignorespreadoverrides	/flattenerignorespreadoverride	NOUN
fis-3605	362	3	false	false	ADJ
fis-3605	362	4	/includeguidesgrids	/includeguidesgrid	NOUN
fis-3605	362	5	false	false	ADJ
fis-3605	362	6	/includenonprinting	/includenonprinting	NOUN
fis-3605	362	7	false	false	ADJ
fis-3605	362	8	/includeslug	/includeslug	INTJ
fis-3605	362	9	false	false	ADJ
fis-3605	362	10	/namespace	/namespace	NOUN
fis-3605	363	1	[	[	PUNCT
fis-3605	363	2	(	(	PUNCT
fis-3605	363	3	adobe	adobe	PROPN
fis-3605	363	4	)	)	PUNCT
fis-3605	363	5	(	(	PUNCT
fis-3605	363	6	indesign	indesign	NOUN
fis-3605	363	7	)	)	PUNCT
fis-3605	363	8	(	(	PUNCT
fis-3605	363	9	4.0	4.0	NUM
fis-3605	363	10	)	)	PUNCT
fis-3605	363	11	]	]	PUNCT
fis-3605	363	12	/omitplacedbitmaps	/omitplacedbitmaps	PUNCT
fis-3605	364	1	false	false	ADJ
fis-3605	364	2	/omitplacedeps	/omitplacedeps	INTJ
fis-3605	364	3	false	false	ADJ
fis-3605	364	4	/omitplacedpdf	/omitplacedpdf	PUNCT
fis-3605	364	5	false	false	ADJ
fis-3605	364	6	/simulateoverprint	/simulateoverprint	NOUN
fis-3605	364	7	/legacy	/legacy	PUNCT
fis-3605	365	1	>	>	PUNCT
fis-3605	365	2	>	>	X
fis-3605	366	1	<	<	X
fis-3605	366	2	<	<	X
fis-3605	366	3	/addbleedmarks	/addbleedmarks	X
fis-3605	366	4	false	false	ADJ
fis-3605	366	5	/addcolorbars	/addcolorbars	INTJ
fis-3605	366	6	false	false	ADJ
fis-3605	366	7	/addcropmarks	/addcropmarks	PUNCT
fis-3605	366	8	false	false	ADJ
fis-3605	366	9	/addpageinfo	/addpageinfo	INTJ
fis-3605	366	10	false	false	ADJ
fis-3605	366	11	/addregmarks	/addregmark	NOUN
fis-3605	366	12	false	false	ADJ
fis-3605	366	13	/convertcolors	/convertcolor	NOUN
fis-3605	366	14	/converttocmyk	/converttocmyk	INTJ
fis-3605	366	15	/destinationprofilename	/destinationprofilename	PUNCT
fis-3605	366	16	(	(	PUNCT
fis-3605	366	17	)	)	PUNCT
fis-3605	366	18	/destinationprofileselector	/destinationprofileselector	NOUN
fis-3605	366	19	/documentcmyk	/documentcmyk	PUNCT
fis-3605	366	20	/downsample16bitimages	/downsample16bitimage	NOUN
fis-3605	366	21	true	true	ADJ
fis-3605	366	22	/flattenerpreset	/flattenerpreset	PUNCT
fis-3605	367	1	<	<	X
fis-3605	367	2	<	<	X
fis-3605	367	3	/presetselector	/presetselector	X
fis-3605	367	4	/mediumresolution	/mediumresolution	NOUN
fis-3605	367	5	>	>	PUNCT
fis-3605	367	6	>	>	X
fis-3605	367	7	/formelements	/formelement	NOUN
fis-3605	368	1	false	false	ADJ
fis-3605	368	2	/generatestructure	/generatestructure	PUNCT
fis-3605	368	3	false	false	ADJ
fis-3605	368	4	/includebookmarks	/includebookmark	NOUN
fis-3605	368	5	false	false	ADJ
fis-3605	368	6	/includehyperlinks	/includehyperlinks	INTJ
fis-3605	368	7	false	false	ADJ
fis-3605	368	8	/includeinteractive	/includeinteractive	ADJ
fis-3605	368	9	false	false	ADJ
fis-3605	368	10	/includelayers	/includelayer	NOUN
fis-3605	368	11	false	false	ADJ
fis-3605	368	12	/includeprofiles	/includeprofiles	INTJ
fis-3605	368	13	false	false	ADJ
fis-3605	368	14	/multimediahandling	/multimediahandling	NOUN
fis-3605	369	1	/useobjectsettings	/useobjectsettings	PRON
fis-3605	370	1	/namespace	/namespace	PUNCT
fis-3605	371	1	[	[	PUNCT
fis-3605	371	2	(	(	PUNCT
fis-3605	371	3	adobe	adobe	PROPN
fis-3605	371	4	)	)	PUNCT
fis-3605	371	5	(	(	PUNCT
fis-3605	371	6	creativesuite	creativesuite	NOUN
fis-3605	371	7	)	)	PUNCT
fis-3605	371	8	(	(	PUNCT
fis-3605	371	9	2.0	2.0	NUM
fis-3605	371	10	)	)	PUNCT
fis-3605	371	11	]	]	PUNCT
fis-3605	372	1	/pdfxoutputintentprofileselector	/pdfxoutputintentprofileselector	INTJ
fis-3605	372	2	/documentcmyk	/documentcmyk	PUNCT
fis-3605	373	1	/preserveediting	/preserveedite	VERB
fis-3605	373	2	true	true	ADJ
fis-3605	373	3	/untaggedcmykhandling	/untaggedcmykhandling	NOUN
fis-3605	373	4	/leaveuntagged	/leaveuntagge	VERB
fis-3605	373	5	/untaggedrgbhandling	/untaggedrgbhandling	NOUN
fis-3605	373	6	/usedocumentprofile	/usedocumentprofile	INTJ
fis-3605	373	7	/usedocumentbleed	/usedocumentbleed	NOUN
fis-3605	374	1	false	false	ADJ
fis-3605	374	2	>	>	PUNCT
fis-3605	374	3	>	>	X
fis-3605	374	4	]	]	PUNCT
fis-3605	374	5	>	>	PUNCT
fis-3605	374	6	>	>	X
fis-3605	374	7	setdistillerparams	setdistillerparam	NOUN
fis-3605	375	1	<	<	X
fis-3605	375	2	<	<	X
fis-3605	375	3	/hwresolution	/hwresolution	NOUN
fis-3605	376	1	[	[	X
fis-3605	376	2	2400	2400	NUM
fis-3605	376	3	2400	2400	NUM
fis-3605	376	4	]	]	PUNCT
fis-3605	376	5	/pagesize	/pagesize	X
fis-3605	377	1	[	[	X
fis-3605	377	2	612.000	612.000	NUM
fis-3605	377	3	792.000	792.000	NUM
fis-3605	377	4	]	]	PUNCT
fis-3605	377	5	>	>	PUNCT
fis-3605	377	6	>	>	X
fis-3605	377	7	setpagedevice	setpagedevice	PROPN