id	sid	tid	token	lemma	pos
fis-4538	1	1	microsoft	microsoft	PROPN
fis-4538	1	2	word	word	NOUN
fis-4538	1	3	numero_67_art_13_4538.docx	numero_67_art_13_4538.docx	PROPN
fis-4538	1	4	s.	s.	PROPN
fis-4538	1	5	chinchanikar	chinchanikar	PROPN
fis-4538	1	6	et	et	PROPN
fis-4538	1	7	alii	alii	PROPN
fis-4538	1	8	,	,	PUNCT
fis-4538	1	9	frattura	frattura	PROPN
fis-4538	1	10	ed	ed	PROPN
fis-4538	1	11	integrità	integrità	PROPN
fis-4538	1	12	strutturale	strutturale	PROPN
fis-4538	1	13	,	,	PUNCT
fis-4538	1	14	67	67	NUM
fis-4538	1	15	(	(	PUNCT
fis-4538	1	16	2023	2023	NUM
fis-4538	1	17	)	)	PUNCT
fis-4538	1	18	176	176	NUM
fis-4538	1	19	-	-	SYM
fis-4538	1	20	191	191	NUM
fis-4538	1	21	;	;	PUNCT
fis-4538	1	22	doi	doi	NOUN
fis-4538	1	23	:	:	PUNCT
fis-4538	1	24	10.3221	10.3221	NUM
fis-4538	1	25	/	/	SYM
fis-4538	1	26	igf	igf	PROPN
fis-4538	1	27	-	-	ADJ
fis-4538	1	28	esis.67.13	esis.67.13	PROPN
fis-4538	1	29	176	176	NUM
fis-4538	1	30	investigations	investigation	NOUN
fis-4538	1	31	on	on	ADP
fis-4538	1	32	tool	tool	NOUN
fis-4538	1	33	wear	wear	VERB
fis-4538	1	34	behavior	behavior	NOUN
fis-4538	1	35	in	in	ADP
fis-4538	1	36	turning	turn	VERB
fis-4538	1	37	aisi	aisi	PROPN
fis-4538	1	38	304	304	NUM
fis-4538	1	39	stainless	stainless	ADJ
fis-4538	1	40	steel	steel	NOUN
fis-4538	1	41	:	:	PUNCT
fis-4538	1	42	an	an	DET
fis-4538	1	43	empirical	empirical	ADJ
fis-4538	1	44	and	and	CCONJ
fis-4538	1	45	neural	neural	ADJ
fis-4538	1	46	network	network	NOUN
fis-4538	1	47	modeling	model	VERB
fis-4538	1	48	approach	approach	NOUN
fis-4538	1	49	satish	satish	PROPN
fis-4538	1	50	chinchanikar	chinchanikar	NOUN
fis-4538	1	51	,	,	PUNCT
fis-4538	1	52	mahendra	mahendra	PROPN
fis-4538	1	53	gadge	gadge	PROPN
fis-4538	1	54	mechanical	mechanical	PROPN
fis-4538	1	55	department	department	PROPN
fis-4538	1	56	,	,	PUNCT
fis-4538	1	57	vishwakarma	vishwakarma	PROPN
fis-4538	1	58	institute	institute	PROPN
fis-4538	1	59	of	of	ADP
fis-4538	1	60	information	information	NOUN
fis-4538	1	61	technology	technology	NOUN
fis-4538	1	62	,	,	PUNCT
fis-4538	1	63	pune	pune	PROPN
fis-4538	1	64	,	,	PUNCT
fis-4538	1	65	india	india	PROPN
fis-4538	1	66	satish.chinchanikar@viit.ac.in	satish.chinchanikar@viit.ac.in	NUM
fis-4538	1	67	,	,	PUNCT
fis-4538	1	68	http://orcid.org/0000-0002-4175-3098	http://orcid.org/0000-0002-4175-3098	PROPN
fis-4538	1	69	mahendra.gadge@viit.ac.in	mahendra.gadge@viit.ac.in	NUM
fis-4538	1	70	,	,	PUNCT
fis-4538	1	71	http://orcid.org/0000-0002-8603-8653	http://orcid.org/0000-0002-8603-8653	PROPN
fis-4538	1	72	keywords	keyword	VERB
fis-4538	1	73	.	.	PUNCT
fis-4538	2	1	aisi	aisi	PROPN
fis-4538	2	2	304	304	NUM
fis-4538	2	3	,	,	PUNCT
fis-4538	2	4	tool	tool	NOUN
fis-4538	2	5	wear	wear	NOUN
fis-4538	2	6	,	,	PUNCT
fis-4538	2	7	fracture	fracture	NOUN
fis-4538	2	8	,	,	PUNCT
fis-4538	2	9	adhesion	adhesion	NOUN
fis-4538	2	10	,	,	PUNCT
fis-4538	2	11	subtractive	subtractive	NOUN
fis-4538	2	12	manufacturing	manufacturing	NOUN
fis-4538	2	13	,	,	PUNCT
fis-4538	2	14	modeling	modeling	NOUN
fis-4538	2	15	.	.	PUNCT
fis-4538	3	1	citation	citation	NOUN
fis-4538	3	2	:	:	PUNCT
fis-4538	3	3	chinchanikar	chinchanikar	NOUN
fis-4538	3	4	,	,	PUNCT
fis-4538	3	5	s.	s.	PROPN
fis-4538	3	6	,	,	PUNCT
fis-4538	3	7	gadge	gadge	VERB
fis-4538	3	8	,	,	PUNCT
fis-4538	3	9	m.	m.	NOUN
fis-4538	3	10	,	,	PUNCT
fis-4538	3	11	investigations	investigation	NOUN
fis-4538	3	12	on	on	ADP
fis-4538	3	13	tool	tool	NOUN
fis-4538	3	14	wear	wear	VERB
fis-4538	3	15	behavior	behavior	NOUN
fis-4538	3	16	in	in	ADP
fis-4538	3	17	turning	turn	VERB
fis-4538	3	18	aisi	aisi	PROPN
fis-4538	3	19	304	304	NUM
fis-4538	3	20	stainless	stainless	ADJ
fis-4538	3	21	steel	steel	NOUN
fis-4538	3	22	:	:	PUNCT
fis-4538	3	23	an	an	DET
fis-4538	3	24	empirical	empirical	ADJ
fis-4538	3	25	and	and	CCONJ
fis-4538	3	26	neural	neural	ADJ
fis-4538	3	27	network	network	NOUN
fis-4538	3	28	modeling	modeling	NOUN
fis-4538	3	29	approach	approach	NOUN
fis-4538	3	30	,	,	PUNCT
fis-4538	3	31	frattura	frattura	PROPN
fis-4538	3	32	ed	ed	PROPN
fis-4538	3	33	integrità	integrità	PROPN
fis-4538	3	34	strutturale	strutturale	PROPN
fis-4538	3	35	,	,	PUNCT
fis-4538	3	36	67	67	NUM
fis-4538	3	37	(	(	PUNCT
fis-4538	3	38	2024	2024	NUM
fis-4538	3	39	)	)	PUNCT
fis-4538	3	40	176	176	NUM
fis-4538	3	41	-	-	SYM
fis-4538	3	42	191	191	NUM
fis-4538	3	43	.	.	PUNCT
fis-4538	4	1	received	receive	VERB
fis-4538	4	2	:	:	PUNCT
fis-4538	4	3	06.09.2023	06.09.2023	ADJ
fis-4538	4	4	accepted	accept	VERB
fis-4538	4	5	:	:	PUNCT
fis-4538	4	6	27.11.2023	27.11.2023	NUM
fis-4538	4	7	online	online	ADV
fis-4538	4	8	first	first	ADV
fis-4538	4	9	:	:	PUNCT
fis-4538	4	10	03.12.2023	03.12.2023	NOUN
fis-4538	4	11	published	publish	VERB
fis-4538	4	12	:	:	PUNCT
fis-4538	5	1	01.01.2024	01.01.2024	VERB
fis-4538	5	2	copyright	copyright	NOUN
fis-4538	5	3	:	:	PUNCT
fis-4538	6	1	©	©	PROPN
fis-4538	6	2	2024	2024	NUM
fis-4538	6	3	this	this	PRON
fis-4538	6	4	is	be	AUX
fis-4538	6	5	an	an	DET
fis-4538	6	6	open	open	ADJ
fis-4538	6	7	access	access	NOUN
fis-4538	6	8	article	article	NOUN
fis-4538	6	9	under	under	ADP
fis-4538	6	10	the	the	DET
fis-4538	6	11	terms	term	NOUN
fis-4538	6	12	of	of	ADP
fis-4538	6	13	the	the	DET
fis-4538	6	14	cc	cc	NOUN
fis-4538	6	15	-	-	PUNCT
fis-4538	6	16	by	by	ADP
fis-4538	6	17	4.0	4.0	NUM
fis-4538	6	18	,	,	PUNCT
fis-4538	6	19	which	which	PRON
fis-4538	6	20	permits	permit	VERB
fis-4538	6	21	unrestricted	unrestricted	ADJ
fis-4538	6	22	use	use	NOUN
fis-4538	6	23	,	,	PUNCT
fis-4538	6	24	distribution	distribution	NOUN
fis-4538	6	25	,	,	PUNCT
fis-4538	6	26	and	and	CCONJ
fis-4538	6	27	reproduction	reproduction	NOUN
fis-4538	6	28	in	in	ADP
fis-4538	6	29	any	any	DET
fis-4538	6	30	medium	medium	NOUN
fis-4538	6	31	,	,	PUNCT
fis-4538	6	32	provided	provide	VERB
fis-4538	6	33	the	the	DET
fis-4538	6	34	original	original	ADJ
fis-4538	6	35	author	author	NOUN
fis-4538	6	36	and	and	CCONJ
fis-4538	6	37	source	source	NOUN
fis-4538	6	38	are	be	AUX
fis-4538	6	39	credited	credit	VERB
fis-4538	6	40	.	.	PUNCT
fis-4538	7	1	introduction	introduction	NOUN
fis-4538	7	2	esearchers	esearcher	NOUN
fis-4538	7	3	are	be	AUX
fis-4538	7	4	exploring	explore	VERB
fis-4538	7	5	the	the	DET
fis-4538	7	6	use	use	NOUN
fis-4538	7	7	of	of	ADP
fis-4538	7	8	carbide	carbide	ADJ
fis-4538	7	9	tools	tool	NOUN
fis-4538	7	10	for	for	ADP
fis-4538	7	11	dry	dry	ADJ
fis-4538	7	12	machining	machining	NOUN
fis-4538	7	13	stainless	stainless	ADJ
fis-4538	7	14	steels	steel	NOUN
fis-4538	7	15	to	to	PART
fis-4538	7	16	meet	meet	VERB
fis-4538	7	17	the	the	DET
fis-4538	7	18	increasing	increase	VERB
fis-4538	7	19	demand	demand	NOUN
fis-4538	7	20	for	for	ADP
fis-4538	7	21	cost	cost	NOUN
fis-4538	7	22	-	-	PUNCT
fis-4538	7	23	effective	effective	ADJ
fis-4538	7	24	and	and	CCONJ
fis-4538	7	25	environmentally	environmentally	ADV
fis-4538	7	26	friendly	friendly	ADJ
fis-4538	7	27	manufacturing	manufacturing	NOUN
fis-4538	7	28	processes	process	NOUN
fis-4538	7	29	.	.	PUNCT
fis-4538	8	1	the	the	DET
fis-4538	8	2	cutting	cut	VERB
fis-4538	8	3	tool	tool	NOUN
fis-4538	8	4	's	's	PART
fis-4538	8	5	performance	performance	NOUN
fis-4538	8	6	is	be	AUX
fis-4538	8	7	crucial	crucial	ADJ
fis-4538	8	8	,	,	PUNCT
fis-4538	8	9	as	as	SCONJ
fis-4538	8	10	the	the	DET
fis-4538	8	11	speed	speed	NOUN
fis-4538	8	12	depends	depend	VERB
fis-4538	8	13	on	on	ADP
fis-4538	8	14	the	the	DET
fis-4538	8	15	materials	material	NOUN
fis-4538	8	16	used	use	VERB
fis-4538	8	17	.	.	PUNCT
fis-4538	9	1	however	however	ADV
fis-4538	9	2	,	,	PUNCT
fis-4538	9	3	advancements	advancement	NOUN
fis-4538	9	4	in	in	ADP
fis-4538	9	5	cemented	cement	VERB
fis-4538	9	6	carbide	carbide	NOUN
fis-4538	9	7	grades	grade	NOUN
fis-4538	9	8	,	,	PUNCT
fis-4538	9	9	coating	coat	VERB
fis-4538	9	10	deposition	deposition	NOUN
fis-4538	9	11	technologies	technology	NOUN
fis-4538	9	12	,	,	PUNCT
fis-4538	9	13	and	and	CCONJ
fis-4538	9	14	materials	material	NOUN
fis-4538	9	15	have	have	AUX
fis-4538	9	16	led	lead	VERB
fis-4538	9	17	to	to	ADP
fis-4538	9	18	higher	high	ADJ
fis-4538	9	19	cutting	cut	VERB
fis-4538	9	20	parameters	parameter	NOUN
fis-4538	9	21	in	in	ADP
fis-4538	9	22	the	the	DET
fis-4538	9	23	production	production	NOUN
fis-4538	9	24	of	of	ADP
fis-4538	9	25	goods	good	NOUN
fis-4538	9	26	.	.	PUNCT
fis-4538	10	1	these	these	DET
fis-4538	10	2	advancements	advancement	NOUN
fis-4538	10	3	have	have	AUX
fis-4538	10	4	significantly	significantly	ADV
fis-4538	10	5	improved	improve	VERB
fis-4538	10	6	the	the	DET
fis-4538	10	7	efficiency	efficiency	NOUN
fis-4538	10	8	and	and	CCONJ
fis-4538	10	9	productivity	productivity	NOUN
fis-4538	10	10	of	of	ADP
fis-4538	10	11	the	the	DET
fis-4538	10	12	machining	machining	NOUN
fis-4538	10	13	process	process	NOUN
fis-4538	10	14	,	,	PUNCT
fis-4538	10	15	allowing	allow	VERB
fis-4538	10	16	manufacturers	manufacturer	NOUN
fis-4538	10	17	to	to	PART
fis-4538	10	18	meet	meet	VERB
fis-4538	10	19	the	the	DET
fis-4538	10	20	increasing	increase	VERB
fis-4538	10	21	demand	demand	NOUN
fis-4538	10	22	for	for	ADP
fis-4538	10	23	stainless	stainless	ADJ
fis-4538	10	24	steel	steel	NOUN
fis-4538	10	25	products	product	NOUN
fis-4538	10	26	.	.	PUNCT
fis-4538	11	1	additionally	additionally	ADV
fis-4538	11	2	,	,	PUNCT
fis-4538	11	3	the	the	DET
fis-4538	11	4	use	use	NOUN
fis-4538	11	5	of	of	ADP
fis-4538	11	6	coated	coated	ADJ
fis-4538	11	7	tools	tool	NOUN
fis-4538	11	8	reduces	reduce	VERB
fis-4538	11	9	the	the	DET
fis-4538	11	10	need	need	NOUN
fis-4538	11	11	for	for	ADP
fis-4538	11	12	coolant	coolant	NOUN
fis-4538	11	13	,	,	PUNCT
fis-4538	11	14	minimizing	minimize	VERB
fis-4538	11	15	waste	waste	NOUN
fis-4538	11	16	and	and	CCONJ
fis-4538	11	17	environmental	environmental	ADJ
fis-4538	11	18	impact	impact	NOUN
fis-4538	11	19	.	.	PUNCT
fis-4538	12	1	the	the	DET
fis-4538	12	2	evaluation	evaluation	NOUN
fis-4538	12	3	of	of	ADP
fis-4538	12	4	flank	flank	NOUN
fis-4538	12	5	wear	wear	NOUN
fis-4538	12	6	is	be	AUX
fis-4538	12	7	crucial	crucial	ADJ
fis-4538	12	8	in	in	ADP
fis-4538	12	9	sustainable	sustainable	ADJ
fis-4538	12	10	manufacturing	manufacturing	NOUN
fis-4538	12	11	,	,	PUNCT
fis-4538	12	12	as	as	SCONJ
fis-4538	12	13	it	it	PRON
fis-4538	12	14	impacts	impact	VERB
fis-4538	12	15	product	product	NOUN
fis-4538	12	16	quality	quality	NOUN
fis-4538	12	17	,	,	PUNCT
fis-4538	12	18	and	and	CCONJ
fis-4538	12	19	replacing	replace	VERB
fis-4538	12	20	tools	tool	NOUN
fis-4538	12	21	before	before	SCONJ
fis-4538	12	22	their	their	PRON
fis-4538	12	23	tool	tool	NOUN
fis-4538	12	24	life	life	NOUN
fis-4538	12	25	significantly	significantly	ADV
fis-4538	12	26	impacts	impact	VERB
fis-4538	12	27	the	the	DET
fis-4538	12	28	machining	machining	NOUN
fis-4538	12	29	economy	economy	NOUN
fis-4538	12	30	.	.	PUNCT
fis-4538	13	1	flank	flank	PROPN
fis-4538	13	2	wear	wear	NOUN
fis-4538	13	3	refers	refer	VERB
fis-4538	13	4	to	to	ADP
fis-4538	13	5	the	the	DET
fis-4538	13	6	gradual	gradual	ADJ
fis-4538	13	7	wear	wear	NOUN
fis-4538	13	8	and	and	CCONJ
fis-4538	13	9	tear	tear	NOUN
fis-4538	13	10	occurring	occur	VERB
fis-4538	13	11	on	on	ADP
fis-4538	13	12	the	the	DET
fis-4538	13	13	cutting	cut	VERB
fis-4538	13	14	edge	edge	NOUN
fis-4538	13	15	of	of	ADP
fis-4538	13	16	a	a	DET
fis-4538	13	17	tool	tool	NOUN
fis-4538	13	18	during	during	ADP
fis-4538	13	19	machining	machine	VERB
fis-4538	13	20	operations	operation	NOUN
fis-4538	13	21	.	.	PUNCT
fis-4538	14	1	by	by	ADP
fis-4538	14	2	monitoring	monitor	VERB
fis-4538	14	3	and	and	CCONJ
fis-4538	14	4	evaluating	evaluate	VERB
fis-4538	14	5	flank	flank	NOUN
fis-4538	14	6	wear	wear	NOUN
fis-4538	14	7	,	,	PUNCT
fis-4538	14	8	manufacturers	manufacturer	NOUN
fis-4538	14	9	can	can	AUX
fis-4538	14	10	ensure	ensure	VERB
fis-4538	14	11	that	that	SCONJ
fis-4538	14	12	r	r	NOUN
fis-4538	14	13	https://youtu.be/sxf2ukvbj2	https://youtu.be/sxf2ukvbj2	NOUN
fis-4538	14	14	g	g	NOUN
fis-4538	14	15	s.	s.	PROPN
fis-4538	14	16	chinchanikar	chinchanikar	PROPN
fis-4538	14	17	et	et	PROPN
fis-4538	14	18	alii	alii	PROPN
fis-4538	14	19	,	,	PUNCT
fis-4538	14	20	frattura	frattura	PROPN
fis-4538	14	21	ed	ed	PROPN
fis-4538	14	22	integrità	integrità	PROPN
fis-4538	14	23	strutturale	strutturale	PROPN
fis-4538	14	24	,	,	PUNCT
fis-4538	14	25	67	67	NUM
fis-4538	14	26	(	(	PUNCT
fis-4538	14	27	2023	2023	NUM
fis-4538	14	28	)	)	PUNCT
fis-4538	14	29	176	176	NUM
fis-4538	14	30	-	-	SYM
fis-4538	14	31	191	191	NUM
fis-4538	14	32	;	;	PUNCT
fis-4538	14	33	doi	doi	NOUN
fis-4538	14	34	:	:	PUNCT
fis-4538	14	35	10.3221	10.3221	NUM
fis-4538	14	36	/	/	SYM
fis-4538	14	37	igf	igf	PROPN
fis-4538	14	38	-	-	PUNCT
fis-4538	14	39	esis.67.13	esis.67.13	ADJ
fis-4538	14	40	177	177	NUM
fis-4538	14	41	tools	tool	NOUN
fis-4538	14	42	are	be	AUX
fis-4538	14	43	replaced	replace	VERB
fis-4538	14	44	at	at	ADP
fis-4538	14	45	the	the	DET
fis-4538	14	46	optimum	optimum	ADJ
fis-4538	14	47	times	time	NOUN
fis-4538	14	48	,	,	PUNCT
fis-4538	14	49	maximizing	maximize	VERB
fis-4538	14	50	their	their	PRON
fis-4538	14	51	tool	tool	NOUN
fis-4538	14	52	life	life	NOUN
fis-4538	14	53	,	,	PUNCT
fis-4538	14	54	and	and	CCONJ
fis-4538	14	55	minimizing	minimize	VERB
fis-4538	14	56	production	production	NOUN
fis-4538	14	57	downtime	downtime	NOUN
fis-4538	14	58	.	.	PUNCT
fis-4538	15	1	additionally	additionally	ADV
fis-4538	15	2	,	,	PUNCT
fis-4538	15	3	accurate	accurate	ADJ
fis-4538	15	4	evaluation	evaluation	NOUN
fis-4538	15	5	of	of	ADP
fis-4538	15	6	flank	flank	NOUN
fis-4538	15	7	wear	wear	NOUN
fis-4538	15	8	allows	allow	VERB
fis-4538	15	9	for	for	ADP
fis-4538	15	10	proactive	proactive	ADJ
fis-4538	15	11	maintenance	maintenance	NOUN
fis-4538	15	12	planning	planning	NOUN
fis-4538	15	13	,	,	PUNCT
fis-4538	15	14	reducing	reduce	VERB
fis-4538	15	15	the	the	DET
fis-4538	15	16	risk	risk	NOUN
fis-4538	15	17	of	of	ADP
fis-4538	15	18	sudden	sudden	ADJ
fis-4538	15	19	tool	tool	NOUN
fis-4538	15	20	failure	failure	NOUN
fis-4538	15	21	and	and	CCONJ
fis-4538	15	22	potential	potential	ADJ
fis-4538	15	23	damage	damage	NOUN
fis-4538	15	24	to	to	ADP
fis-4538	15	25	workpieces	workpiece	NOUN
fis-4538	15	26	.	.	PUNCT
fis-4538	16	1	researchers	researcher	NOUN
fis-4538	16	2	have	have	AUX
fis-4538	16	3	made	make	VERB
fis-4538	16	4	significant	significant	ADJ
fis-4538	16	5	efforts	effort	NOUN
fis-4538	16	6	to	to	PART
fis-4538	16	7	understand	understand	VERB
fis-4538	16	8	and	and	CCONJ
fis-4538	16	9	model	model	NOUN
fis-4538	16	10	tool	tool	NOUN
fis-4538	16	11	wear	wear	VERB
fis-4538	16	12	progression	progression	NOUN
fis-4538	16	13	and	and	CCONJ
fis-4538	16	14	mechanisms	mechanism	NOUN
fis-4538	16	15	in	in	ADP
fis-4538	16	16	metal	metal	NOUN
fis-4538	16	17	cutting	cutting	NOUN
fis-4538	16	18	,	,	PUNCT
fis-4538	16	19	but	but	CCONJ
fis-4538	16	20	most	most	ADJ
fis-4538	16	21	models	model	NOUN
fis-4538	16	22	focus	focus	VERB
fis-4538	16	23	on	on	ADP
fis-4538	16	24	machining	machining	NOUN
fis-4538	16	25	using	use	VERB
fis-4538	16	26	pcbn	pcbn	NOUN
fis-4538	16	27	or	or	CCONJ
fis-4538	16	28	ceramic	ceramic	ADJ
fis-4538	16	29	inserts	insert	NOUN
fis-4538	16	30	[	[	X
fis-4538	16	31	1	1	NUM
fis-4538	16	32	,	,	PUNCT
fis-4538	16	33	2	2	NUM
fis-4538	16	34	,	,	PUNCT
fis-4538	16	35	3	3	NUM
fis-4538	16	36	]	]	PUNCT
fis-4538	16	37	.	.	PUNCT
fis-4538	17	1	dureja	dureja	PROPN
fis-4538	17	2	[	[	X
fis-4538	17	3	4	4	NUM
fis-4538	17	4	]	]	PUNCT
fis-4538	17	5	created	create	VERB
fis-4538	17	6	models	model	NOUN
fis-4538	17	7	for	for	ADP
fis-4538	17	8	tool	tool	NOUN
fis-4538	17	9	wear	wear	VERB
fis-4538	17	10	using	use	VERB
fis-4538	17	11	a	a	DET
fis-4538	17	12	cbn	cbn	PROPN
fis-4538	17	13	tool	tool	NOUN
fis-4538	17	14	,	,	PUNCT
fis-4538	17	15	observing	observe	VERB
fis-4538	17	16	that	that	SCONJ
fis-4538	17	17	cutting	cut	VERB
fis-4538	17	18	speed	speed	NOUN
fis-4538	17	19	and	and	CCONJ
fis-4538	17	20	feed	feed	NOUN
fis-4538	17	21	significantly	significantly	ADV
fis-4538	17	22	impact	impact	VERB
fis-4538	17	23	flank	flank	NOUN
fis-4538	17	24	wear	wear	NOUN
fis-4538	17	25	.	.	PUNCT
fis-4538	18	1	chinchanikar	chinchanikar	NOUN
fis-4538	18	2	and	and	CCONJ
fis-4538	18	3	choudhury	choudhury	PROPN
fis-4538	18	4	et	et	PROPN
fis-4538	18	5	al	al	PROPN
fis-4538	18	6	.	.	PUNCT
fis-4538	19	1	[	[	X
fis-4538	19	2	5	5	NUM
fis-4538	19	3	]	]	PUNCT
fis-4538	19	4	created	create	VERB
fis-4538	19	5	a	a	DET
fis-4538	19	6	flank	flank	NOUN
fis-4538	19	7	wear	wear	NOUN
fis-4538	19	8	model	model	NOUN
fis-4538	19	9	using	use	VERB
fis-4538	19	10	taylor	taylor	PROPN
fis-4538	19	11	's	's	PART
fis-4538	19	12	exponent	exponent	NOUN
fis-4538	19	13	and	and	CCONJ
fis-4538	19	14	constant	constant	ADJ
fis-4538	19	15	for	for	ADP
fis-4538	19	16	turning	turn	VERB
fis-4538	19	17	hardened	harden	VERB
fis-4538	19	18	steel	steel	NOUN
fis-4538	19	19	using	use	VERB
fis-4538	19	20	carbide	carbide	NOUN
fis-4538	19	21	tools	tool	NOUN
fis-4538	19	22	.	.	PUNCT
fis-4538	20	1	mohamad	mohamad	PROPN
fis-4538	20	2	et	et	PROPN
fis-4538	20	3	al	al	PROPN
fis-4538	20	4	.	.	PUNCT
fis-4538	21	1	[	[	X
fis-4538	21	2	6	6	NUM
fis-4538	21	3	]	]	PUNCT
fis-4538	21	4	discovered	discover	VERB
fis-4538	21	5	plastic	plastic	ADJ
fis-4538	21	6	deformation	deformation	NOUN
fis-4538	21	7	and	and	CCONJ
fis-4538	21	8	abrasion	abrasion	NOUN
fis-4538	21	9	as	as	ADP
fis-4538	21	10	presiding	preside	VERB
fis-4538	21	11	wear	wear	NOUN
fis-4538	21	12	mechanisms	mechanism	NOUN
fis-4538	21	13	during	during	ADP
fis-4538	21	14	hard	hard	ADJ
fis-4538	21	15	turning	turning	NOUN
fis-4538	21	16	.	.	PUNCT
fis-4538	22	1	regression	regression	NOUN
fis-4538	22	2	and	and	CCONJ
fis-4538	22	3	artificial	artificial	ADJ
fis-4538	22	4	neural	neural	ADJ
fis-4538	22	5	network	network	NOUN
fis-4538	22	6	(	(	PUNCT
fis-4538	22	7	ann	ann	PROPN
fis-4538	22	8	)	)	PUNCT
fis-4538	22	9	models	model	NOUN
fis-4538	22	10	were	be	AUX
fis-4538	22	11	developed	develop	VERB
fis-4538	22	12	by	by	ADP
fis-4538	22	13	palanisamy	palanisamy	NOUN
fis-4538	22	14	and	and	CCONJ
fis-4538	22	15	shanmugasundaram	shanmugasundaram	NOUN
fis-4538	23	1	[	[	X
fis-4538	23	2	7	7	NUM
fis-4538	23	3	]	]	PUNCT
fis-4538	23	4	to	to	PART
fis-4538	23	5	forecast	forecast	VERB
fis-4538	23	6	surface	surface	NOUN
fis-4538	23	7	roughness	roughness	NOUN
fis-4538	23	8	and	and	CCONJ
fis-4538	23	9	tool	tool	NOUN
fis-4538	23	10	wear	wear	NOUN
fis-4538	23	11	.	.	PUNCT
fis-4538	24	1	the	the	DET
fis-4538	24	2	ann	ann	PROPN
fis-4538	24	3	model	model	NOUN
fis-4538	24	4	has	have	AUX
fis-4538	24	5	been	be	AUX
fis-4538	24	6	found	find	VERB
fis-4538	24	7	to	to	PART
fis-4538	24	8	be	be	AUX
fis-4538	24	9	a	a	DET
fis-4538	24	10	promising	promising	ADJ
fis-4538	24	11	and	and	CCONJ
fis-4538	24	12	effective	effective	ADJ
fis-4538	24	13	technique	technique	NOUN
fis-4538	24	14	for	for	ADP
fis-4538	24	15	mathematically	mathematically	ADV
fis-4538	24	16	modeling	model	VERB
fis-4538	24	17	complicated	complicated	ADJ
fis-4538	24	18	and	and	CCONJ
fis-4538	24	19	nonlinear	nonlinear	ADJ
fis-4538	24	20	wear	wear	NOUN
fis-4538	24	21	behavior	behavior	NOUN
fis-4538	24	22	.	.	PUNCT
fis-4538	25	1	this	this	DET
fis-4538	25	2	technique	technique	NOUN
fis-4538	25	3	takes	take	VERB
fis-4538	25	4	inspiration	inspiration	NOUN
fis-4538	25	5	from	from	ADP
fis-4538	25	6	the	the	DET
fis-4538	25	7	biological	biological	ADJ
fis-4538	25	8	nervous	nervous	ADJ
fis-4538	25	9	system	system	NOUN
fis-4538	25	10	and	and	CCONJ
fis-4538	25	11	models	model	VERB
fis-4538	25	12	a	a	DET
fis-4538	25	13	variety	variety	NOUN
fis-4538	25	14	of	of	ADP
fis-4538	25	15	complex	complex	ADJ
fis-4538	25	16	,	,	PUNCT
fis-4538	25	17	nonlinear	nonlinear	ADJ
fis-4538	25	18	,	,	PUNCT
fis-4538	25	19	and	and	CCONJ
fis-4538	25	20	intricate	intricate	ADJ
fis-4538	25	21	real	real	ADJ
fis-4538	25	22	-	-	PUNCT
fis-4538	25	23	world	world	NOUN
fis-4538	25	24	interactions	interaction	NOUN
fis-4538	25	25	.	.	PUNCT
fis-4538	26	1	ann	ann	PROPN
fis-4538	26	2	assists	assist	VERB
fis-4538	26	3	in	in	ADP
fis-4538	26	4	precisely	precisely	ADV
fis-4538	26	5	simulating	simulate	VERB
fis-4538	26	6	the	the	DET
fis-4538	26	7	nonlinear	nonlinear	ADJ
fis-4538	26	8	characteristics	characteristic	NOUN
fis-4538	26	9	of	of	ADP
fis-4538	26	10	composite	composite	ADJ
fis-4538	26	11	materials	material	NOUN
fis-4538	26	12	and	and	CCONJ
fis-4538	26	13	calculates	calculate	VERB
fis-4538	26	14	how	how	SCONJ
fis-4538	26	15	different	different	ADJ
fis-4538	26	16	input	input	NOUN
fis-4538	26	17	parameters	parameter	NOUN
fis-4538	26	18	will	will	AUX
fis-4538	26	19	affect	affect	VERB
fis-4538	26	20	the	the	DET
fis-4538	26	21	material	material	NOUN
fis-4538	26	22	's	's	PART
fis-4538	26	23	performance	performance	NOUN
fis-4538	26	24	.	.	PUNCT
fis-4538	27	1	a	a	DET
fis-4538	27	2	team	team	NOUN
fis-4538	27	3	of	of	ADP
fis-4538	27	4	researchers	researcher	NOUN
fis-4538	27	5	found	find	VERB
fis-4538	27	6	that	that	SCONJ
fis-4538	27	7	the	the	DET
fis-4538	27	8	quality	quality	NOUN
fis-4538	27	9	and	and	CCONJ
fis-4538	27	10	amount	amount	NOUN
fis-4538	27	11	of	of	ADP
fis-4538	27	12	data	datum	NOUN
fis-4538	27	13	used	use	VERB
fis-4538	27	14	for	for	ADP
fis-4538	27	15	training	train	VERB
fis-4538	27	16	an	an	DET
fis-4538	27	17	ann	ann	PROPN
fis-4538	27	18	model	model	NOUN
fis-4538	27	19	affect	affect	VERB
fis-4538	27	20	how	how	SCONJ
fis-4538	27	21	well	well	ADV
fis-4538	27	22	it	it	PRON
fis-4538	27	23	performs	perform	VERB
fis-4538	27	24	.	.	PUNCT
fis-4538	28	1	in	in	ADP
fis-4538	28	2	order	order	NOUN
fis-4538	28	3	to	to	PART
fis-4538	28	4	reduce	reduce	VERB
fis-4538	28	5	time	time	NOUN
fis-4538	28	6	and	and	CCONJ
fis-4538	28	7	train	train	VERB
fis-4538	28	8	an	an	DET
fis-4538	28	9	ann	ann	PROPN
fis-4538	28	10	model	model	NOUN
fis-4538	28	11	efficiently	efficiently	ADV
fis-4538	28	12	,	,	PUNCT
fis-4538	28	13	it	it	PRON
fis-4538	28	14	is	be	AUX
fis-4538	28	15	further	far	ADV
fis-4538	28	16	noted	note	VERB
fis-4538	28	17	that	that	SCONJ
fis-4538	28	18	a	a	DET
fis-4538	28	19	considerable	considerable	ADJ
fis-4538	28	20	selection	selection	NOUN
fis-4538	28	21	of	of	ADP
fis-4538	28	22	parameters	parameter	NOUN
fis-4538	28	23	must	must	AUX
fis-4538	28	24	be	be	AUX
fis-4538	28	25	chosen	choose	VERB
fis-4538	28	26	[	[	X
fis-4538	28	27	8	8	NUM
fis-4538	28	28	,	,	PUNCT
fis-4538	28	29	9	9	NUM
fis-4538	28	30	]	]	PUNCT
fis-4538	28	31	.	.	PUNCT
fis-4538	29	1	the	the	DET
fis-4538	29	2	ann	ann	PROPN
fis-4538	29	3	modeling	modeling	NOUN
fis-4538	29	4	aids	aid	NOUN
fis-4538	29	5	in	in	ADP
fis-4538	29	6	comprehending	comprehend	VERB
fis-4538	29	7	the	the	DET
fis-4538	29	8	physics	physics	NOUN
fis-4538	29	9	of	of	ADP
fis-4538	29	10	the	the	DET
fis-4538	29	11	process	process	NOUN
fis-4538	29	12	,	,	PUNCT
fis-4538	29	13	which	which	PRON
fis-4538	29	14	would	would	AUX
fis-4538	29	15	enhance	enhance	VERB
fis-4538	29	16	process	process	NOUN
fis-4538	29	17	performance	performance	NOUN
fis-4538	29	18	by	by	ADP
fis-4538	29	19	enabling	enable	VERB
fis-4538	29	20	better	well	ADJ
fis-4538	29	21	process	process	NOUN
fis-4538	29	22	control	control	NOUN
fis-4538	29	23	.	.	PUNCT
fis-4538	30	1	aisi	aisi	PROPN
fis-4538	30	2	304	304	NUM
fis-4538	30	3	austenitic	austenitic	ADJ
fis-4538	30	4	steel	steel	NOUN
fis-4538	30	5	was	be	AUX
fis-4538	30	6	turned	turn	VERB
fis-4538	30	7	by	by	ADP
fis-4538	30	8	kulkarni	kulkarni	PROPN
fis-4538	30	9	et	et	PROPN
fis-4538	30	10	al	al	PROPN
fis-4538	30	11	.	.	PUNCT
fis-4538	31	1	[	[	X
fis-4538	31	2	10	10	NUM
fis-4538	31	3	]	]	PUNCT
fis-4538	31	4	using	use	VERB
fis-4538	31	5	multi	multi	ADJ
fis-4538	31	6	-	-	ADJ
fis-4538	31	7	layer	layer	ADJ
fis-4538	31	8	altin	altin	PROPN
fis-4538	31	9	/	/	SYM
fis-4538	31	10	tialn	tialn	NOUN
fis-4538	31	11	-	-	PUNCT
fis-4538	31	12	coated	coat	VERB
fis-4538	31	13	carbide	carbide	NOUN
fis-4538	31	14	tools	tool	NOUN
fis-4538	31	15	.	.	PUNCT
fis-4538	32	1	their	their	PRON
fis-4538	32	2	research	research	NOUN
fis-4538	32	3	revealed	reveal	VERB
fis-4538	32	4	that	that	SCONJ
fis-4538	32	5	feed	feed	NOUN
fis-4538	32	6	considerably	considerably	ADV
fis-4538	32	7	influenced	influence	VERB
fis-4538	32	8	the	the	DET
fis-4538	32	9	cutting	cut	VERB
fis-4538	32	10	forces	force	NOUN
fis-4538	32	11	,	,	PUNCT
fis-4538	32	12	and	and	CCONJ
fis-4538	32	13	cutting	cut	VERB
fis-4538	32	14	speed	speed	NOUN
fis-4538	32	15	greatly	greatly	ADV
fis-4538	32	16	affected	affect	VERB
fis-4538	32	17	the	the	DET
fis-4538	32	18	cutting	cut	VERB
fis-4538	32	19	temperature	temperature	NOUN
fis-4538	32	20	.	.	PUNCT
fis-4538	33	1	when	when	SCONJ
fis-4538	33	2	turning	turn	VERB
fis-4538	33	3	ss	ss	PROPN
fis-4538	33	4	304	304	NUM
fis-4538	33	5	,	,	PUNCT
fis-4538	33	6	sharma	sharma	PROPN
fis-4538	33	7	and	and	CCONJ
fis-4538	33	8	gupta	gupta	PROPN
fis-4538	33	9	[	[	X
fis-4538	33	10	11	11	NUM
fis-4538	33	11	]	]	PUNCT
fis-4538	33	12	found	find	VERB
fis-4538	33	13	improved	improved	ADJ
fis-4538	33	14	performance	performance	NOUN
fis-4538	33	15	with	with	ADP
fis-4538	33	16	coated	coated	ADJ
fis-4538	33	17	carbide	carbide	NOUN
fis-4538	33	18	tools	tool	NOUN
fis-4538	33	19	compared	compare	VERB
fis-4538	33	20	to	to	ADP
fis-4538	33	21	uncoated	uncoated	ADJ
fis-4538	33	22	tools	tool	NOUN
fis-4538	33	23	.	.	PUNCT
fis-4538	34	1	it	it	PRON
fis-4538	34	2	is	be	AUX
fis-4538	34	3	reported	report	VERB
fis-4538	34	4	that	that	SCONJ
fis-4538	34	5	the	the	DET
fis-4538	34	6	tool	tool	NOUN
fis-4538	34	7	wear	wear	VERB
fis-4538	34	8	significantly	significantly	ADV
fis-4538	34	9	affected	affect	VERB
fis-4538	34	10	by	by	ADP
fis-4538	34	11	the	the	DET
fis-4538	34	12	cutting	cut	VERB
fis-4538	34	13	speed	speed	NOUN
fis-4538	34	14	and	and	CCONJ
fis-4538	34	15	cutting	cut	VERB
fis-4538	34	16	time	time	NOUN
fis-4538	34	17	[	[	X
fis-4538	34	18	12	12	NUM
fis-4538	34	19	,	,	PUNCT
fis-4538	34	20	13	13	NUM
fis-4538	34	21	]	]	PUNCT
fis-4538	34	22	.	.	PUNCT
fis-4538	35	1	a	a	DET
fis-4538	35	2	group	group	NOUN
fis-4538	35	3	of	of	ADP
fis-4538	35	4	researchers	researcher	NOUN
fis-4538	35	5	assessed	assess	VERB
fis-4538	35	6	tool	tool	NOUN
fis-4538	35	7	wear	wear	VERB
fis-4538	35	8	during	during	ADP
fis-4538	35	9	machining	machining	NOUN
fis-4538	35	10	of	of	ADP
fis-4538	35	11	stainless	stainless	ADJ
fis-4538	35	12	steel	steel	NOUN
fis-4538	35	13	using	use	VERB
fis-4538	35	14	different	different	ADJ
fis-4538	35	15	cooling	cool	VERB
fis-4538	35	16	techniques	technique	NOUN
fis-4538	35	17	and	and	CCONJ
fis-4538	35	18	coated	coated	ADJ
fis-4538	35	19	tools	tool	NOUN
fis-4538	35	20	[	[	X
fis-4538	35	21	14	14	NUM
fis-4538	35	22	,	,	PUNCT
fis-4538	35	23	15	15	NUM
fis-4538	35	24	,	,	PUNCT
fis-4538	35	25	16	16	NUM
fis-4538	35	26	]	]	PUNCT
fis-4538	35	27	.	.	PUNCT
fis-4538	36	1	however	however	ADV
fis-4538	36	2	,	,	PUNCT
fis-4538	36	3	the	the	DET
fis-4538	36	4	greatest	great	ADJ
fis-4538	36	5	obstacle	obstacle	NOUN
fis-4538	36	6	to	to	ADP
fis-4538	36	7	the	the	DET
fis-4538	36	8	widespread	widespread	ADJ
fis-4538	36	9	use	use	NOUN
fis-4538	36	10	of	of	ADP
fis-4538	36	11	carbide	carbide	ADJ
fis-4538	36	12	tools	tool	NOUN
fis-4538	36	13	for	for	ADP
fis-4538	36	14	the	the	DET
fis-4538	36	15	high	high	ADJ
fis-4538	36	16	-	-	PUNCT
fis-4538	36	17	speed	speed	NOUN
fis-4538	36	18	machining	machining	NOUN
fis-4538	36	19	of	of	ADP
fis-4538	36	20	stainless	stainless	ADJ
fis-4538	36	21	steel	steel	NOUN
fis-4538	36	22	is	be	AUX
fis-4538	36	23	tool	tool	NOUN
fis-4538	36	24	wear	wear	NOUN
fis-4538	36	25	,	,	PUNCT
fis-4538	36	26	which	which	PRON
fis-4538	36	27	has	have	VERB
fis-4538	36	28	a	a	DET
fis-4538	36	29	negative	negative	ADJ
fis-4538	36	30	impact	impact	NOUN
fis-4538	36	31	on	on	ADP
fis-4538	36	32	workpiece	workpiece	NOUN
fis-4538	36	33	quality	quality	NOUN
fis-4538	36	34	.	.	PUNCT
fis-4538	37	1	hence	hence	ADV
fis-4538	37	2	,	,	PUNCT
fis-4538	37	3	the	the	DET
fis-4538	37	4	creation	creation	NOUN
fis-4538	37	5	of	of	ADP
fis-4538	37	6	a	a	DET
fis-4538	37	7	trustworthy	trustworthy	ADJ
fis-4538	37	8	flank	flank	NOUN
fis-4538	37	9	wear	wear	NOUN
fis-4538	37	10	growth	growth	NOUN
fis-4538	37	11	model	model	NOUN
fis-4538	37	12	will	will	AUX
fis-4538	37	13	be	be	AUX
fis-4538	37	14	quite	quite	ADV
fis-4538	37	15	beneficial	beneficial	ADJ
fis-4538	37	16	.	.	PUNCT
fis-4538	38	1	researchers	researcher	NOUN
fis-4538	38	2	have	have	AUX
fis-4538	38	3	developed	develop	VERB
fis-4538	38	4	ann	ann	PROPN
fis-4538	38	5	models	model	NOUN
fis-4538	38	6	to	to	PART
fis-4538	38	7	predict	predict	VERB
fis-4538	38	8	machining	machining	NOUN
fis-4538	38	9	performance	performance	NOUN
fis-4538	38	10	,	,	PUNCT
fis-4538	38	11	but	but	CCONJ
fis-4538	38	12	no	no	DET
fis-4538	38	13	models	model	NOUN
fis-4538	38	14	have	have	AUX
fis-4538	38	15	been	be	AUX
fis-4538	38	16	developed	develop	VERB
fis-4538	38	17	to	to	PART
fis-4538	38	18	predict	predict	VERB
fis-4538	38	19	the	the	DET
fis-4538	38	20	flank	flank	NOUN
fis-4538	38	21	wear	wear	VERB
fis-4538	38	22	growth	growth	NOUN
fis-4538	38	23	of	of	ADP
fis-4538	38	24	coated	coated	ADJ
fis-4538	38	25	carbide	carbide	NOUN
fis-4538	38	26	tools	tool	NOUN
fis-4538	38	27	while	while	SCONJ
fis-4538	38	28	turning	turn	VERB
fis-4538	38	29	aisi	aisi	PROPN
fis-4538	38	30	304	304	NUM
fis-4538	38	31	stainless	stainless	ADJ
fis-4538	38	32	steel	steel	NOUN
fis-4538	38	33	.	.	PUNCT
fis-4538	39	1	this	this	DET
fis-4538	39	2	study	study	NOUN
fis-4538	39	3	assesses	assess	VERB
fis-4538	39	4	tool	tool	NOUN
fis-4538	39	5	wear	wear	NOUN
fis-4538	39	6	,	,	PUNCT
fis-4538	39	7	its	its	PRON
fis-4538	39	8	forms	form	NOUN
fis-4538	39	9	,	,	PUNCT
fis-4538	39	10	and	and	CCONJ
fis-4538	39	11	wear	wear	VERB
fis-4538	39	12	mechanisms	mechanism	NOUN
fis-4538	39	13	of	of	ADP
fis-4538	39	14	the	the	DET
fis-4538	39	15	mtcvd	mtcvd	NOUN
fis-4538	39	16	-	-	PUNCT
fis-4538	39	17	ticn	ticn	NOUN
fis-4538	39	18	/	/	SYM
fis-4538	39	19	al2o3	al2o3	PROPN
fis-4538	39	20	coated	coat	VERB
fis-4538	39	21	carbide	carbide	NOUN
fis-4538	39	22	tool	tool	NOUN
fis-4538	39	23	while	while	SCONJ
fis-4538	39	24	turning	turn	VERB
fis-4538	39	25	aisi	aisi	PROPN
fis-4538	39	26	304	304	NUM
fis-4538	39	27	stainless	stainless	ADJ
fis-4538	39	28	steel	steel	NOUN
fis-4538	39	29	.	.	PUNCT
fis-4538	40	1	the	the	DET
fis-4538	40	2	empirical	empirical	ADJ
fis-4538	40	3	and	and	CCONJ
fis-4538	40	4	ann	ann	PROPN
fis-4538	40	5	models	model	NOUN
fis-4538	40	6	are	be	AUX
fis-4538	40	7	built	build	VERB
fis-4538	40	8	to	to	PART
fis-4538	40	9	assess	assess	VERB
fis-4538	40	10	flank	flank	NOUN
fis-4538	40	11	wear	wear	NOUN
fis-4538	40	12	growth	growth	NOUN
fis-4538	40	13	.	.	PUNCT
fis-4538	41	1	the	the	DET
fis-4538	41	2	study	study	NOUN
fis-4538	41	3	aims	aim	VERB
fis-4538	41	4	to	to	PART
fis-4538	41	5	provide	provide	VERB
fis-4538	41	6	insights	insight	NOUN
fis-4538	41	7	into	into	ADP
fis-4538	41	8	the	the	DET
fis-4538	41	9	performance	performance	NOUN
fis-4538	41	10	and	and	CCONJ
fis-4538	41	11	durability	durability	NOUN
fis-4538	41	12	of	of	ADP
fis-4538	41	13	the	the	DET
fis-4538	41	14	selected	select	VERB
fis-4538	41	15	tool	tool	NOUN
fis-4538	41	16	.	.	PUNCT
fis-4538	42	1	the	the	DET
fis-4538	42	2	empirical	empirical	ADJ
fis-4538	42	3	and	and	CCONJ
fis-4538	42	4	ann	ann	PROPN
fis-4538	42	5	models	model	NOUN
fis-4538	42	6	will	will	AUX
fis-4538	42	7	enable	enable	VERB
fis-4538	42	8	accurate	accurate	ADJ
fis-4538	42	9	predictions	prediction	NOUN
fis-4538	42	10	of	of	ADP
fis-4538	42	11	flank	flank	NOUN
fis-4538	42	12	wear	wear	NOUN
fis-4538	42	13	growth	growth	NOUN
fis-4538	42	14	,	,	PUNCT
fis-4538	42	15	aiding	aid	VERB
fis-4538	42	16	in	in	ADP
fis-4538	42	17	optimizing	optimize	VERB
fis-4538	42	18	tool	tool	NOUN
fis-4538	42	19	life	life	NOUN
fis-4538	42	20	and	and	CCONJ
fis-4538	42	21	improving	improve	VERB
fis-4538	42	22	machining	machining	NOUN
fis-4538	42	23	efficiency	efficiency	NOUN
fis-4538	42	24	.	.	PUNCT
fis-4538	43	1	the	the	DET
fis-4538	43	2	created	create	VERB
fis-4538	43	3	model	model	NOUN
fis-4538	43	4	is	be	AUX
fis-4538	43	5	calibrated	calibrate	VERB
fis-4538	43	6	and	and	CCONJ
fis-4538	43	7	validated	validate	VERB
fis-4538	43	8	while	while	SCONJ
fis-4538	43	9	rotating	rotate	VERB
fis-4538	43	10	at	at	ADP
fis-4538	43	11	various	various	ADJ
fis-4538	43	12	cutting	cutting	NOUN
fis-4538	43	13	settings	setting	NOUN
fis-4538	43	14	that	that	PRON
fis-4538	43	15	were	be	AUX
fis-4538	43	16	employed	employ	VERB
fis-4538	43	17	in	in	ADP
fis-4538	43	18	the	the	DET
fis-4538	43	19	model	model	NOUN
fis-4538	43	20	's	's	PART
fis-4538	43	21	construction	construction	NOUN
fis-4538	43	22	.	.	PUNCT
fis-4538	44	1	experiments	experiment	NOUN
fis-4538	44	2	were	be	AUX
fis-4538	44	3	designed	design	VERB
fis-4538	44	4	to	to	PART
fis-4538	44	5	cover	cover	VERB
fis-4538	44	6	a	a	DET
fis-4538	44	7	broader	broad	ADJ
fis-4538	44	8	range	range	NOUN
fis-4538	44	9	of	of	ADP
fis-4538	44	10	operating	operate	VERB
fis-4538	44	11	conditions	condition	NOUN
fis-4538	44	12	to	to	PART
fis-4538	44	13	ensure	ensure	VERB
fis-4538	44	14	the	the	DET
fis-4538	44	15	model	model	NOUN
fis-4538	44	16	's	's	PART
fis-4538	44	17	accuracy	accuracy	NOUN
fis-4538	44	18	and	and	CCONJ
fis-4538	44	19	applicability	applicability	NOUN
fis-4538	44	20	in	in	ADP
fis-4538	44	21	practical	practical	ADJ
fis-4538	44	22	machining	machining	NOUN
fis-4538	44	23	scenarios	scenario	NOUN
fis-4538	44	24	.	.	PUNCT
fis-4538	45	1	experimental	experimental	ADJ
fis-4538	45	2	design	design	NOUN
fis-4538	45	3	n	n	PROPN
fis-4538	45	4	a	a	DET
fis-4538	45	5	cnc	cnc	PROPN
fis-4538	45	6	lathe	lathe	NOUN
fis-4538	45	7	,	,	PUNCT
fis-4538	45	8	dry	dry	ADJ
fis-4538	45	9	-	-	PUNCT
fis-4538	45	10	turning	turn	VERB
fis-4538	45	11	tests	test	NOUN
fis-4538	45	12	on	on	ADP
fis-4538	45	13	aisi	aisi	PROPN
fis-4538	45	14	304	304	NUM
fis-4538	45	15	stainless	stainless	ADJ
fis-4538	45	16	steel	steel	NOUN
fis-4538	45	17	were	be	AUX
fis-4538	45	18	performed	perform	VERB
fis-4538	45	19	(	(	PUNCT
fis-4538	45	20	fig	fig	NOUN
fis-4538	45	21	.	.	NOUN
fis-4538	45	22	1	1	NUM
fis-4538	45	23	)	)	PUNCT
fis-4538	45	24	.	.	PUNCT
fis-4538	46	1	cutting	cut	VERB
fis-4538	46	2	tests	test	NOUN
fis-4538	46	3	were	be	AUX
fis-4538	46	4	performed	perform	VERB
fis-4538	46	5	using	use	VERB
fis-4538	46	6	the	the	DET
fis-4538	46	7	most	most	ADV
fis-4538	46	8	popular	popular	ADJ
fis-4538	46	9	and	and	CCONJ
fis-4538	46	10	widely	widely	ADV
fis-4538	46	11	used	use	VERB
fis-4538	46	12	mtcvd	mtcvd	NOUN
fis-4538	46	13	-	-	PUNCT
fis-4538	46	14	ticn	ticn	NOUN
fis-4538	46	15	/	/	SYM
fis-4538	46	16	al2o3	al2o3	PROPN
fis-4538	46	17	coated	coat	VERB
fis-4538	46	18	cemented	cement	VERB
fis-4538	46	19	carbide	carbide	NOUN
fis-4538	46	20	tool	tool	NOUN
fis-4538	46	21	with	with	ADP
fis-4538	46	22	a	a	DET
fis-4538	46	23	geometry	geometry	NOUN
fis-4538	46	24	known	know	VERB
fis-4538	46	25	as	as	ADP
fis-4538	46	26	cnmg	cnmg	ADJ
fis-4538	46	27	120408	120408	NUM
fis-4538	46	28	(	(	PUNCT
fis-4538	46	29	an	an	DET
fis-4538	46	30	80o	80o	NUM
fis-4538	46	31	diamond	diamond	NOUN
fis-4538	46	32	shape	shape	NOUN
fis-4538	46	33	with	with	ADP
fis-4538	46	34	a	a	DET
fis-4538	46	35	0.8	0.8	NUM
fis-4538	46	36	mm	mm	PROPN
fis-4538	46	37	nose	nose	NOUN
fis-4538	46	38	radius	radius	NOUN
fis-4538	46	39	)	)	PUNCT
fis-4538	46	40	according	accord	VERB
fis-4538	46	41	to	to	ADP
fis-4538	46	42	iso	iso	NOUN
fis-4538	46	43	.	.	PUNCT
fis-4538	47	1	the	the	DET
fis-4538	47	2	insert	insert	NOUN
fis-4538	47	3	was	be	AUX
fis-4538	47	4	securely	securely	ADV
fis-4538	47	5	fastened	fasten	VERB
fis-4538	47	6	to	to	ADP
fis-4538	47	7	a	a	DET
fis-4538	47	8	tool	tool	NOUN
fis-4538	47	9	holder	holder	NOUN
fis-4538	47	10	,	,	PUNCT
fis-4538	47	11	pcbnr	pcbnr	NOUN
fis-4538	47	12	2525k12	2525k12	NUM
fis-4538	47	13	,	,	PUNCT
fis-4538	47	14	which	which	PRON
fis-4538	47	15	resulted	result	VERB
fis-4538	47	16	in	in	ADP
fis-4538	47	17	the	the	DET
fis-4538	47	18	orthogonal	orthogonal	ADJ
fis-4538	47	19	rake	rake	NOUN
fis-4538	47	20	angle	angle	NOUN
fis-4538	47	21	of	of	ADP
fis-4538	47	22	-6o	-6o	PROPN
fis-4538	47	23	,	,	PUNCT
fis-4538	47	24	inclination	inclination	NOUN
fis-4538	47	25	angle	angle	NOUN
fis-4538	47	26	of	of	ADP
fis-4538	47	27	-6o	-6o	PROPN
fis-4538	47	28	,	,	PUNCT
fis-4538	47	29	tool	tool	NOUN
fis-4538	47	30	cutting	cut	VERB
fis-4538	47	31	edge	edge	NOUN
fis-4538	47	32	angle	angle	NOUN
fis-4538	47	33	of	of	ADP
fis-4538	47	34	75o	75o	NOUN
fis-4538	47	35	,	,	PUNCT
fis-4538	47	36	and	and	CCONJ
fis-4538	47	37	tool	tool	NOUN
fis-4538	47	38	lead	lead	NOUN
fis-4538	47	39	angle	angle	NOUN
fis-4538	47	40	of	of	ADP
fis-4538	47	41	15o	15o	NOUN
fis-4538	47	42	.	.	PUNCT
fis-4538	48	1	the	the	DET
fis-4538	48	2	material	material	NOUN
fis-4538	48	3	composition	composition	NOUN
fis-4538	48	4	is	be	AUX
fis-4538	48	5	shown	show	VERB
fis-4538	48	6	in	in	ADP
fis-4538	48	7	tab	tab	NOUN
fis-4538	48	8	.	.	PUNCT
fis-4538	49	1	1	1	NUM
fis-4538	49	2	.	.	X
fis-4538	49	3	c	c	PROPN
fis-4538	49	4	si	si	PROPN
fis-4538	49	5	mn	mn	PROPN
fis-4538	49	6	p	p	PROPN
fis-4538	49	7	s	s	PROPN
fis-4538	49	8	cr	cr	PROPN
fis-4538	49	9	ni	ni	PROPN
fis-4538	49	10	n	n	PROPN
fis-4538	49	11	fe	fe	X
fis-4538	49	12	0.033	0.033	NUM
fis-4538	49	13	0.88	0.88	NUM
fis-4538	49	14	1.98	1.98	NUM
fis-4538	49	15	0.037	0.037	NUM
fis-4538	49	16	0.013	0.013	NUM
fis-4538	49	17	18.37	18.37	NUM
fis-4538	49	18	8.82	8.82	NUM
fis-4538	49	19	0.11	0.11	NUM
fis-4538	49	20	balance	balance	NOUN
fis-4538	49	21	table	table	NOUN
fis-4538	49	22	1	1	NUM
fis-4538	49	23	:	:	PUNCT
fis-4538	49	24	chemical	chemical	ADJ
fis-4538	49	25	composition	composition	NOUN
fis-4538	49	26	of	of	ADP
fis-4538	49	27	aisi	aisi	PROPN
fis-4538	49	28	304	304	NUM
fis-4538	49	29	stainless	stainless	ADJ
fis-4538	49	30	steel	steel	NOUN
fis-4538	49	31	(	(	PUNCT
fis-4538	49	32	in	in	ADP
fis-4538	49	33	wt	wt	PROPN
fis-4538	49	34	.	.	NOUN
fis-4538	49	35	%	%	NOUN
fis-4538	49	36	)	)	PUNCT
fis-4538	49	37	.	.	PUNCT
fis-4538	50	1	fig	fig	NOUN
fis-4538	50	2	.	.	PUNCT
fis-4538	51	1	2(a	2(a	NUM
fis-4538	51	2	)	)	PUNCT
fis-4538	51	3	shows	show	VERB
fis-4538	51	4	the	the	DET
fis-4538	51	5	microstructure	microstructure	NOUN
fis-4538	51	6	of	of	ADP
fis-4538	51	7	aisi	aisi	PROPN
fis-4538	51	8	304	304	NUM
fis-4538	51	9	stainless	stainless	ADJ
fis-4538	51	10	steel	steel	PROPN
fis-4538	51	11	.	.	PUNCT
fis-4538	52	1	uniform	uniform	ADJ
fis-4538	52	2	austenitic	austenitic	ADJ
fis-4538	52	3	grain	grain	NOUN
fis-4538	52	4	structure	structure	NOUN
fis-4538	52	5	with	with	ADP
fis-4538	52	6	no	no	DET
fis-4538	52	7	carbide	carbide	ADJ
fis-4538	52	8	precipitation	precipitation	NOUN
fis-4538	52	9	along	along	ADP
fis-4538	52	10	grain	grain	NOUN
fis-4538	52	11	boundaries	boundary	NOUN
fis-4538	52	12	can	can	AUX
fis-4538	52	13	be	be	AUX
fis-4538	52	14	seen	see	VERB
fis-4538	52	15	.	.	PUNCT
fis-4538	53	1	fig	fig	NOUN
fis-4538	53	2	.	.	PUNCT
fis-4538	54	1	2(b	2(b	NUM
fis-4538	54	2	)	)	PUNCT
fis-4538	54	3	shows	show	VERB
fis-4538	54	4	the	the	DET
fis-4538	54	5	cut	cut	NOUN
fis-4538	54	6	-	-	PUNCT
fis-4538	54	7	section	section	NOUN
fis-4538	54	8	of	of	ADP
fis-4538	54	9	a	a	DET
fis-4538	54	10	multi	multi	ADJ
fis-4538	54	11	-	-	ADJ
fis-4538	54	12	layer	layer	ADJ
fis-4538	54	13	mtcvd	mtcvd	NOUN
fis-4538	54	14	-	-	PUNCT
fis-4538	54	15	ticn	ticn	NOUN
fis-4538	54	16	/	/	SYM
fis-4538	54	17	al2o3	al2o3	PROPN
fis-4538	54	18	coated	coated	ADJ
fis-4538	54	19	tool	tool	NOUN
fis-4538	54	20	.	.	PUNCT
fis-4538	55	1	the	the	DET
fis-4538	55	2	average	average	ADJ
fis-4538	55	3	coating	coat	VERB
fis-4538	55	4	thickness	thickness	NOUN
fis-4538	55	5	of	of	ADP
fis-4538	55	6	17.6	17.6	NUM
fis-4538	55	7	µm	µm	NOUN
fis-4538	55	8	can	can	AUX
fis-4538	55	9	be	be	AUX
fis-4538	55	10	seen	see	VERB
fis-4538	55	11	.	.	PUNCT
fis-4538	56	1	the	the	DET
fis-4538	56	2	thicker	thick	ADJ
fis-4538	56	3	mtcvd	mtcvd	NOUN
fis-4538	56	4	coating	coat	VERB
fis-4538	56	5	’s	’s	PART
fis-4538	56	6	inner	inner	ADJ
fis-4538	56	7	ticn	ticn	NOUN
fis-4538	56	8	layer	layer	NOUN
fis-4538	56	9	adheres	adhere	VERB
fis-4538	56	10	to	to	ADP
fis-4538	56	11	the	the	DET
fis-4538	56	12	substrate	substrate	NOUN
fis-4538	56	13	and	and	CCONJ
fis-4538	56	14	provides	provide	VERB
fis-4538	56	15	toughness	toughness	NOUN
fis-4538	56	16	at	at	ADP
fis-4538	56	17	the	the	DET
fis-4538	56	18	cutting	cutting	NOUN
fis-4538	56	19	edge	edge	NOUN
fis-4538	56	20	,	,	PUNCT
fis-4538	56	21	and	and	CCONJ
fis-4538	56	22	the	the	DET
fis-4538	56	23	uppermost	uppermost	ADJ
fis-4538	56	24	al2o3	al2o3	NOUN
fis-4538	56	25	layer	layer	NOUN
fis-4538	56	26	acts	act	VERB
fis-4538	56	27	as	as	ADP
fis-4538	56	28	a	a	DET
fis-4538	56	29	thermal	thermal	ADJ
fis-4538	56	30	barrier	barrier	NOUN
fis-4538	56	31	that	that	PRON
fis-4538	56	32	offers	offer	VERB
fis-4538	56	33	resistance	resistance	NOUN
fis-4538	56	34	toward	toward	ADP
fis-4538	56	35	crater	crater	ADJ
fis-4538	56	36	wear	wear	NOUN
fis-4538	56	37	.	.	PUNCT
fis-4538	57	1	moreover	moreover	ADV
fis-4538	57	2	,	,	PUNCT
fis-4538	57	3	better	well	ADJ
fis-4538	57	4	coating	coat	VERB
fis-4538	57	5	adhesion	adhesion	NOUN
fis-4538	57	6	lowers	lower	VERB
fis-4538	57	7	microchipping	microchipping	NOUN
fis-4538	57	8	,	,	PUNCT
fis-4538	57	9	edge	edge	NOUN
fis-4538	57	10	buildup	buildup	NOUN
fis-4538	57	11	,	,	PUNCT
fis-4538	57	12	burr	burr	NOUN
fis-4538	57	13	formation	formation	NOUN
fis-4538	57	14	,	,	PUNCT
fis-4538	57	15	o	o	PROPN
fis-4538	57	16	s.	s.	PROPN
fis-4538	57	17	chinchanikar	chinchanikar	PROPN
fis-4538	57	18	et	et	PROPN
fis-4538	57	19	alii	alii	PROPN
fis-4538	57	20	,	,	PUNCT
fis-4538	57	21	frattura	frattura	PROPN
fis-4538	57	22	ed	ed	PROPN
fis-4538	57	23	integrità	integrità	PROPN
fis-4538	57	24	strutturale	strutturale	PROPN
fis-4538	57	25	,	,	PUNCT
fis-4538	57	26	67	67	NUM
fis-4538	57	27	(	(	PUNCT
fis-4538	57	28	2023	2023	NUM
fis-4538	57	29	)	)	PUNCT
fis-4538	57	30	176	176	NUM
fis-4538	57	31	-	-	SYM
fis-4538	57	32	191	191	NUM
fis-4538	57	33	;	;	PUNCT
fis-4538	57	34	doi	doi	NOUN
fis-4538	57	35	:	:	PUNCT
fis-4538	57	36	10.3221	10.3221	NUM
fis-4538	57	37	/	/	SYM
fis-4538	57	38	igf	igf	PROPN
fis-4538	57	39	-	-	PROPN
fis-4538	57	40	esis.67.13	esis.67.13	PROPN
fis-4538	57	41	178	178	NUM
fis-4538	57	42	and	and	CCONJ
fis-4538	57	43	depth	depth	NOUN
fis-4538	57	44	-	-	PUNCT
fis-4538	57	45	of	of	ADP
fis-4538	57	46	-	-	PUNCT
fis-4538	57	47	cut	cut	NOUN
fis-4538	57	48	notching	notching	NOUN
fis-4538	57	49	.	.	PUNCT
fis-4538	58	1	images	image	NOUN
fis-4538	58	2	captured	capture	VERB
fis-4538	58	3	by	by	ADP
fis-4538	58	4	a	a	DET
fis-4538	58	5	digital	digital	ADJ
fis-4538	58	6	microscope	microscope	NOUN
fis-4538	58	7	and	and	CCONJ
fis-4538	58	8	a	a	DET
fis-4538	58	9	scanning	scanning	NOUN
fis-4538	58	10	electron	electron	NOUN
fis-4538	58	11	microscope	microscope	NOUN
fis-4538	58	12	(	(	PUNCT
fis-4538	58	13	sem	sem	NOUN
fis-4538	58	14	)	)	PUNCT
fis-4538	58	15	are	be	AUX
fis-4538	58	16	used	use	VERB
fis-4538	58	17	to	to	PART
fis-4538	58	18	describe	describe	VERB
fis-4538	58	19	various	various	ADJ
fis-4538	58	20	tool	tool	NOUN
fis-4538	58	21	wear	wear	VERB
fis-4538	58	22	shapes	shape	NOUN
fis-4538	58	23	and	and	CCONJ
fis-4538	58	24	wear	wear	VERB
fis-4538	58	25	mechanisms	mechanism	NOUN
fis-4538	58	26	discovered	discover	VERB
fis-4538	58	27	for	for	ADP
fis-4538	58	28	these	these	DET
fis-4538	58	29	inserts	insert	NOUN
fis-4538	58	30	.	.	PUNCT
fis-4538	59	1	the	the	DET
fis-4538	59	2	results	result	NOUN
fis-4538	59	3	of	of	ADP
fis-4538	59	4	this	this	DET
fis-4538	59	5	study	study	NOUN
fis-4538	59	6	give	give	VERB
fis-4538	59	7	the	the	DET
fis-4538	59	8	industrial	industrial	ADJ
fis-4538	59	9	community	community	NOUN
fis-4538	59	10	the	the	DET
fis-4538	59	11	knowledge	knowledge	NOUN
fis-4538	59	12	they	they	PRON
fis-4538	59	13	need	need	VERB
fis-4538	59	14	to	to	PART
fis-4538	59	15	make	make	VERB
fis-4538	59	16	decisions	decision	NOUN
fis-4538	59	17	about	about	ADP
fis-4538	59	18	tool	tool	NOUN
fis-4538	59	19	replacement	replacement	NOUN
fis-4538	59	20	policies	policy	NOUN
fis-4538	59	21	and	and	CCONJ
fis-4538	59	22	to	to	PART
fis-4538	59	23	impose	impose	VERB
fis-4538	59	24	restrictions	restriction	NOUN
fis-4538	59	25	on	on	ADP
fis-4538	59	26	the	the	DET
fis-4538	59	27	cutting	cut	VERB
fis-4538	59	28	conditions	condition	NOUN
fis-4538	59	29	that	that	PRON
fis-4538	59	30	may	may	AUX
fis-4538	59	31	be	be	AUX
fis-4538	59	32	used	use	VERB
fis-4538	59	33	while	while	SCONJ
fis-4538	59	34	machining	machine	VERB
fis-4538	59	35	such	such	ADJ
fis-4538	59	36	metals	metal	NOUN
fis-4538	59	37	.	.	PUNCT
fis-4538	60	1	figure	figure	NOUN
fis-4538	60	2	1	1	NUM
fis-4538	60	3	:	:	PUNCT
fis-4538	60	4	experimental	experimental	ADJ
fis-4538	60	5	set	set	NOUN
fis-4538	60	6	-	-	PUNCT
fis-4538	60	7	up	up	NOUN
fis-4538	60	8	.	.	PUNCT
fis-4538	61	1	figure	figure	NOUN
fis-4538	61	2	2	2	NUM
fis-4538	61	3	:	:	PUNCT
fis-4538	61	4	(	(	PUNCT
fis-4538	61	5	a	a	X
fis-4538	61	6	)	)	PUNCT
fis-4538	61	7	microstructure	microstructure	NOUN
fis-4538	61	8	of	of	ADP
fis-4538	61	9	aisi	aisi	PROPN
fis-4538	61	10	304	304	NUM
fis-4538	61	11	stainless	stainless	ADJ
fis-4538	61	12	steel	steel	NOUN
fis-4538	61	13	.	.	PUNCT
fis-4538	62	1	(	(	PUNCT
fis-4538	62	2	b	b	X
fis-4538	62	3	)	)	PUNCT
fis-4538	62	4	cut	cut	NOUN
fis-4538	62	5	-	-	PUNCT
fis-4538	62	6	section	section	NOUN
fis-4538	62	7	of	of	ADP
fis-4538	62	8	mtcvd	mtcvd	NOUN
fis-4538	62	9	-	-	PUNCT
fis-4538	62	10	ticn	ticn	NOUN
fis-4538	62	11	/	/	SYM
fis-4538	62	12	al2o3	al2o3	PROPN
fis-4538	62	13	coated	coated	ADJ
fis-4538	62	14	tool	tool	NOUN
fis-4538	62	15	.	.	PUNCT
fis-4538	63	1	tab	tab	NOUN
fis-4538	63	2	.	.	PUNCT
fis-4538	64	1	2	2	NUM
fis-4538	64	2	displays	display	VERB
fis-4538	64	3	the	the	DET
fis-4538	64	4	cutting	cut	VERB
fis-4538	64	5	parameters	parameter	NOUN
fis-4538	64	6	utilized	utilize	VERB
fis-4538	64	7	while	while	SCONJ
fis-4538	64	8	turning	turn	VERB
fis-4538	64	9	aisi	aisi	PROPN
fis-4538	64	10	304	304	NUM
fis-4538	64	11	stainless	stainless	ADJ
fis-4538	64	12	steel	steel	NOUN
fis-4538	64	13	.	.	PUNCT
fis-4538	65	1	based	base	VERB
fis-4538	65	2	on	on	ADP
fis-4538	65	3	a	a	DET
fis-4538	65	4	review	review	NOUN
fis-4538	65	5	of	of	ADP
fis-4538	65	6	the	the	DET
fis-4538	65	7	relevant	relevant	ADJ
fis-4538	65	8	literature	literature	NOUN
fis-4538	65	9	,	,	PUNCT
fis-4538	65	10	pilot	pilot	NOUN
fis-4538	65	11	experiments	experiment	NOUN
fis-4538	65	12	,	,	PUNCT
fis-4538	65	13	and	and	CCONJ
fis-4538	65	14	advice	advice	NOUN
fis-4538	65	15	from	from	ADP
fis-4538	65	16	the	the	DET
fis-4538	65	17	tool	tool	NOUN
fis-4538	65	18	's	's	PART
fis-4538	65	19	maker	maker	NOUN
fis-4538	65	20	,	,	PUNCT
fis-4538	65	21	ranges	range	VERB
fis-4538	65	22	for	for	ADP
fis-4538	65	23	input	input	NOUN
fis-4538	65	24	variables	variable	NOUN
fis-4538	65	25	were	be	AUX
fis-4538	65	26	selected	select	VERB
fis-4538	65	27	to	to	PART
fis-4538	65	28	ensure	ensure	VERB
fis-4538	65	29	optimal	optimal	ADJ
fis-4538	65	30	cutting	cutting	NOUN
fis-4538	65	31	performance	performance	NOUN
fis-4538	65	32	and	and	CCONJ
fis-4538	65	33	minimum	minimum	NOUN
fis-4538	65	34	tool	tool	NOUN
fis-4538	65	35	wear	wear	NOUN
fis-4538	65	36	.	.	PUNCT
fis-4538	66	1	expt	expt	NOUN
fis-4538	66	2	.	.	PUNCT
fis-4538	67	1	run	run	VERB
fis-4538	67	2	r1	r1	PROPN
fis-4538	67	3	r2	r2	PROPN
fis-4538	67	4	r3	r3	PROPN
fis-4538	67	5	r4	r4	PROPN
fis-4538	67	6	r5	r5	PROPN
fis-4538	67	7	r6	r6	PROPN
fis-4538	67	8	r7	r7	PROPN
fis-4538	67	9	r8	r8	PROPN
fis-4538	67	10	r9	r9	NOUN
fis-4538	67	11	r10	r10	NOUN
fis-4538	67	12	r11	r11	NOUN
fis-4538	67	13	r12	r12	PROPN
fis-4538	67	14	r13	r13	PROPN
fis-4538	67	15	r14	r14	NOUN
fis-4538	67	16	r15	r15	NOUN
fis-4538	67	17	cutting	cut	VERB
fis-4538	67	18	speed	speed	NOUN
fis-4538	67	19	(	(	PUNCT
fis-4538	67	20	v	v	NOUN
fis-4538	67	21	)	)	PUNCT
fis-4538	67	22	(	(	PUNCT
fis-4538	67	23	m	m	NOUN
fis-4538	67	24	/	/	SYM
fis-4538	67	25	min	min	NOUN
fis-4538	67	26	)	)	PUNCT
fis-4538	67	27	300	300	NUM
fis-4538	67	28	350	350	NUM
fis-4538	67	29	350	350	NUM
fis-4538	67	30	250	250	NUM
fis-4538	67	31	250	250	NUM
fis-4538	67	32	300	300	NUM
fis-4538	67	33	300	300	NUM
fis-4538	67	34	300	300	NUM
fis-4538	67	35	200	200	NUM
fis-4538	67	36	400	400	NUM
fis-4538	67	37	350	350	NUM
fis-4538	67	38	250	250	NUM
fis-4538	67	39	350	350	NUM
fis-4538	67	40	250	250	NUM
fis-4538	67	41	300	300	NUM
fis-4538	67	42	feed	feed	NOUN
fis-4538	67	43	(	(	PUNCT
fis-4538	67	44	f	f	X
fis-4538	67	45	)	)	PUNCT
fis-4538	67	46	(	(	PUNCT
fis-4538	67	47	mm	mm	NOUN
fis-4538	67	48	/	/	SYM
fis-4538	67	49	rev	rev	PROPN
fis-4538	67	50	)	)	PUNCT
fis-4538	67	51	0.1	0.1	NUM
fis-4538	67	52	0.08	0.08	NUM
fis-4538	67	53	0.12	0.12	NUM
fis-4538	67	54	0.08	0.08	NUM
fis-4538	67	55	0.12	0.12	NUM
fis-4538	67	56	0.05	0.05	NUM
fis-4538	67	57	0.1	0.1	NUM
fis-4538	67	58	0.15	0.15	NUM
fis-4538	67	59	0.1	0.1	NUM
fis-4538	67	60	0.1	0.1	NUM
fis-4538	67	61	0.08	0.08	NUM
fis-4538	67	62	0.12	0.12	NUM
fis-4538	67	63	0.12	0.12	NUM
fis-4538	67	64	0.08	0.08	NUM
fis-4538	67	65	0.1	0.1	NUM
fis-4538	67	66	depth	depth	NOUN
fis-4538	67	67	of	of	ADP
fis-4538	67	68	cut	cut	NOUN
fis-4538	67	69	(	(	PUNCT
fis-4538	67	70	d	d	NOUN
fis-4538	67	71	)	)	PUNCT
fis-4538	67	72	(	(	PUNCT
fis-4538	67	73	mm	mm	NOUN
fis-4538	67	74	)	)	PUNCT
fis-4538	67	75	0.5	0.5	NUM
fis-4538	67	76	0.4	0.4	NUM
fis-4538	67	77	0.4	0.4	NUM
fis-4538	67	78	0.4	0.4	NUM
fis-4538	67	79	0.4	0.4	NUM
fis-4538	67	80	0.3	0.3	NUM
fis-4538	67	81	0.3	0.3	NUM
fis-4538	67	82	0.3	0.3	NUM
fis-4538	67	83	0.3	0.3	NUM
fis-4538	67	84	0.3	0.3	NUM
fis-4538	67	85	0.2	0.2	NUM
fis-4538	67	86	0.2	0.2	NUM
fis-4538	67	87	0.2	0.2	NUM
fis-4538	67	88	0.2	0.2	NUM
fis-4538	67	89	0.1	0.1	NUM
fis-4538	67	90	table	table	NOUN
fis-4538	67	91	2	2	NUM
fis-4538	67	92	:	:	PUNCT
fis-4538	67	93	experimental	experimental	ADJ
fis-4538	67	94	matrix	matrix	NOUN
fis-4538	67	95	to	to	PART
fis-4538	67	96	assess	assess	VERB
fis-4538	67	97	the	the	DET
fis-4538	67	98	tool	tool	NOUN
fis-4538	67	99	wear	wear	VERB
fis-4538	67	100	growth	growth	NOUN
fis-4538	67	101	in	in	ADP
fis-4538	67	102	turning	turn	VERB
fis-4538	67	103	aisi	aisi	PROPN
fis-4538	67	104	304	304	NUM
fis-4538	67	105	stainless	stainless	ADJ
fis-4538	67	106	steel	steel	NOUN
fis-4538	67	107	.	.	PUNCT
fis-4538	68	1	results	result	NOUN
fis-4538	68	2	and	and	CCONJ
fis-4538	68	3	discussion	discussion	NOUN
fis-4538	68	4	n	n	CCONJ
fis-4538	68	5	this	this	DET
fis-4538	68	6	section	section	NOUN
fis-4538	68	7	,	,	PUNCT
fis-4538	68	8	the	the	DET
fis-4538	68	9	assessment	assessment	NOUN
fis-4538	68	10	of	of	ADP
fis-4538	68	11	tool	tool	NOUN
fis-4538	68	12	wear	wear	NOUN
fis-4538	68	13	,	,	PUNCT
fis-4538	68	14	its	its	PRON
fis-4538	68	15	forms	form	NOUN
fis-4538	68	16	,	,	PUNCT
fis-4538	68	17	and	and	CCONJ
fis-4538	68	18	wear	wear	VERB
fis-4538	68	19	mechanisms	mechanism	NOUN
fis-4538	68	20	are	be	AUX
fis-4538	68	21	discussed	discuss	VERB
fis-4538	68	22	.	.	PUNCT
fis-4538	69	1	the	the	DET
fis-4538	69	2	study	study	NOUN
fis-4538	69	3	develops	develop	VERB
fis-4538	69	4	experimental	experimental	ADV
fis-4538	69	5	-	-	PUNCT
fis-4538	69	6	based	base	VERB
fis-4538	69	7	mathematical	mathematical	ADJ
fis-4538	69	8	and	and	CCONJ
fis-4538	69	9	ann	ann	PROPN
fis-4538	69	10	models	model	NOUN
fis-4538	69	11	to	to	PART
fis-4538	69	12	obtain	obtain	VERB
fis-4538	69	13	flank	flank	NOUN
fis-4538	69	14	wear	wear	NOUN
fis-4538	69	15	growth	growth	NOUN
fis-4538	69	16	of	of	ADP
fis-4538	69	17	mtcvd	mtcvd	NOUN
fis-4538	69	18	-	-	PUNCT
fis-4538	69	19	ticn	ticn	NOUN
fis-4538	69	20	/	/	SYM
fis-4538	69	21	al2o3	al2o3	NOUN
fis-4538	69	22	tools	tool	NOUN
fis-4538	69	23	during	during	ADP
fis-4538	69	24	turning	turn	VERB
fis-4538	69	25	aisi	aisi	PROPN
fis-4538	69	26	304	304	NUM
fis-4538	69	27	stainless	stainless	ADJ
fis-4538	69	28	steel	steel	NOUN
fis-4538	69	29	.	.	PUNCT
fis-4538	70	1	the	the	DET
fis-4538	70	2	experimental	experimental	ADV
fis-4538	70	3	-	-	PUNCT
fis-4538	70	4	based	base	VERB
fis-4538	70	5	mathematical	mathematical	ADJ
fis-4538	70	6	model	model	NOUN
fis-4538	70	7	was	be	AUX
fis-4538	70	8	developed	develop	VERB
fis-4538	70	9	by	by	ADP
fis-4538	70	10	conducting	conduct	VERB
fis-4538	70	11	cutting	cut	VERB
fis-4538	70	12	i	i	PRON
fis-4538	70	13	s.	s.	PROPN
fis-4538	70	14	chinchanikar	chinchanikar	PROPN
fis-4538	70	15	et	et	PROPN
fis-4538	70	16	alii	alii	PROPN
fis-4538	70	17	,	,	PUNCT
fis-4538	70	18	frattura	frattura	PROPN
fis-4538	70	19	ed	ed	PROPN
fis-4538	70	20	integrità	integrità	PROPN
fis-4538	70	21	strutturale	strutturale	PROPN
fis-4538	70	22	,	,	PUNCT
fis-4538	70	23	67	67	NUM
fis-4538	70	24	(	(	PUNCT
fis-4538	70	25	2023	2023	NUM
fis-4538	70	26	)	)	PUNCT
fis-4538	70	27	176	176	NUM
fis-4538	70	28	-	-	SYM
fis-4538	70	29	191	191	NUM
fis-4538	70	30	;	;	PUNCT
fis-4538	70	31	doi	doi	NOUN
fis-4538	70	32	:	:	PUNCT
fis-4538	70	33	10.3221	10.3221	NUM
fis-4538	70	34	/	/	SYM
fis-4538	70	35	igf	igf	PROPN
fis-4538	70	36	-	-	PUNCT
fis-4538	70	37	esis.67.13	esis.67.13	PROPN
fis-4538	70	38	179	179	NUM
fis-4538	70	39	tests	test	NOUN
fis-4538	70	40	under	under	ADP
fis-4538	70	41	various	various	ADJ
fis-4538	70	42	cutting	cutting	NOUN
fis-4538	70	43	conditions	condition	NOUN
fis-4538	70	44	and	and	CCONJ
fis-4538	70	45	measuring	measure	VERB
fis-4538	70	46	flank	flank	NOUN
fis-4538	70	47	wear	wear	NOUN
fis-4538	70	48	growth	growth	NOUN
fis-4538	70	49	.	.	PUNCT
fis-4538	71	1	however	however	ADV
fis-4538	71	2	,	,	PUNCT
fis-4538	71	3	the	the	DET
fis-4538	71	4	ann	ann	PROPN
fis-4538	71	5	model	model	NOUN
fis-4538	71	6	was	be	AUX
fis-4538	71	7	trained	train	VERB
fis-4538	71	8	using	use	VERB
fis-4538	71	9	the	the	DET
fis-4538	71	10	collected	collect	VERB
fis-4538	71	11	experimental	experimental	ADJ
fis-4538	71	12	data	datum	NOUN
fis-4538	71	13	to	to	PART
fis-4538	71	14	predict	predict	VERB
fis-4538	71	15	flank	flank	NOUN
fis-4538	71	16	wear	wear	NOUN
fis-4538	71	17	growth	growth	NOUN
fis-4538	71	18	based	base	VERB
fis-4538	71	19	on	on	ADP
fis-4538	71	20	input	input	NOUN
fis-4538	71	21	parameters	parameter	NOUN
fis-4538	71	22	.	.	PUNCT
fis-4538	72	1	images	image	NOUN
fis-4538	72	2	captured	capture	VERB
fis-4538	72	3	by	by	ADP
fis-4538	72	4	digital	digital	PROPN
fis-4538	72	5	and	and	CCONJ
fis-4538	72	6	scanning	scan	VERB
fis-4538	72	7	electron	electron	NOUN
fis-4538	72	8	microscopes	microscope	NOUN
fis-4538	72	9	(	(	PUNCT
fis-4538	72	10	sem	sem	NOUN
fis-4538	72	11	)	)	PUNCT
fis-4538	72	12	are	be	AUX
fis-4538	72	13	used	use	VERB
fis-4538	72	14	to	to	PART
fis-4538	72	15	describe	describe	VERB
fis-4538	72	16	various	various	ADJ
fis-4538	72	17	tool	tool	NOUN
fis-4538	72	18	wear	wear	VERB
fis-4538	72	19	shapes	shape	NOUN
fis-4538	72	20	and	and	CCONJ
fis-4538	72	21	wear	wear	VERB
fis-4538	72	22	mechanisms	mechanism	NOUN
fis-4538	72	23	discovered	discover	VERB
fis-4538	72	24	for	for	ADP
fis-4538	72	25	these	these	DET
fis-4538	72	26	inserts	insert	NOUN
fis-4538	72	27	.	.	PUNCT
fis-4538	73	1	the	the	DET
fis-4538	73	2	results	result	NOUN
fis-4538	73	3	of	of	ADP
fis-4538	73	4	this	this	DET
fis-4538	73	5	study	study	NOUN
fis-4538	73	6	give	give	VERB
fis-4538	73	7	the	the	DET
fis-4538	73	8	industrial	industrial	ADJ
fis-4538	73	9	community	community	NOUN
fis-4538	73	10	the	the	DET
fis-4538	73	11	knowledge	knowledge	NOUN
fis-4538	73	12	they	they	PRON
fis-4538	73	13	need	need	VERB
fis-4538	73	14	to	to	PART
fis-4538	73	15	make	make	VERB
fis-4538	73	16	decisions	decision	NOUN
fis-4538	73	17	about	about	ADP
fis-4538	73	18	tool	tool	NOUN
fis-4538	73	19	replacement	replacement	NOUN
fis-4538	73	20	policies	policy	NOUN
fis-4538	73	21	and	and	CCONJ
fis-4538	73	22	to	to	PART
fis-4538	73	23	impose	impose	VERB
fis-4538	73	24	restrictions	restriction	NOUN
fis-4538	73	25	on	on	ADP
fis-4538	73	26	the	the	DET
fis-4538	73	27	cutting	cut	VERB
fis-4538	73	28	conditions	condition	NOUN
fis-4538	73	29	that	that	PRON
fis-4538	73	30	may	may	AUX
fis-4538	73	31	be	be	AUX
fis-4538	73	32	used	use	VERB
fis-4538	73	33	while	while	SCONJ
fis-4538	73	34	machining	machine	VERB
fis-4538	73	35	such	such	ADJ
fis-4538	73	36	metals	metal	NOUN
fis-4538	73	37	.	.	PUNCT
fis-4538	74	1	flank	flank	NOUN
fis-4538	74	2	wear	wear	VERB
fis-4538	74	3	growth	growth	NOUN
fis-4538	74	4	for	for	ADP
fis-4538	74	5	selected	select	VERB
fis-4538	74	6	tool	tool	NOUN
fis-4538	74	7	at	at	ADP
fis-4538	74	8	experimental	experimental	ADJ
fis-4538	74	9	runs	run	NOUN
fis-4538	74	10	r1	r1	PROPN
fis-4538	74	11	to	to	ADP
fis-4538	74	12	r15	r15	NOUN
fis-4538	74	13	as	as	SCONJ
fis-4538	74	14	depicted	depict	VERB
fis-4538	74	15	in	in	ADP
fis-4538	74	16	tab	tab	NOUN
fis-4538	74	17	.	.	PUNCT
fis-4538	75	1	2	2	NUM
fis-4538	75	2	is	be	AUX
fis-4538	75	3	shown	show	VERB
fis-4538	75	4	in	in	ADP
fis-4538	75	5	figs	fig	NOUN
fis-4538	75	6	.	.	PUNCT
fis-4538	76	1	3	3	NUM
fis-4538	76	2	and	and	CCONJ
fis-4538	76	3	4	4	NUM
fis-4538	76	4	.	.	NOUN
fis-4538	76	5	plots	plot	NOUN
fis-4538	76	6	demonstrate	demonstrate	VERB
fis-4538	76	7	that	that	SCONJ
fis-4538	76	8	the	the	DET
fis-4538	76	9	flank	flank	NOUN
fis-4538	76	10	wear	wear	VERB
fis-4538	76	11	increases	increase	NOUN
fis-4538	76	12	with	with	ADP
fis-4538	76	13	cutting	cut	VERB
fis-4538	76	14	time	time	NOUN
fis-4538	76	15	and	and	CCONJ
fis-4538	76	16	is	be	AUX
fis-4538	76	17	primarily	primarily	ADV
fis-4538	76	18	concentrated	concentrate	VERB
fis-4538	76	19	in	in	ADP
fis-4538	76	20	three	three	NUM
fis-4538	76	21	regions	region	NOUN
fis-4538	76	22	:	:	PUNCT
fis-4538	76	23	the	the	DET
fis-4538	76	24	initial	initial	ADJ
fis-4538	76	25	breakdown	breakdown	NOUN
fis-4538	76	26	,	,	PUNCT
fis-4538	76	27	the	the	DET
fis-4538	76	28	uniform	uniform	NOUN
fis-4538	76	29	wear	wear	VERB
fis-4538	76	30	rate	rate	NOUN
fis-4538	76	31	,	,	PUNCT
fis-4538	76	32	and	and	CCONJ
fis-4538	76	33	the	the	DET
fis-4538	76	34	rapid	rapid	ADJ
fis-4538	76	35	cutting	cutting	NOUN
fis-4538	76	36	-	-	PUNCT
fis-4538	76	37	edge	edge	NOUN
fis-4538	76	38	breakdown	breakdown	NOUN
fis-4538	76	39	.	.	PUNCT
fis-4538	77	1	these	these	DET
fis-4538	77	2	three	three	NUM
fis-4538	77	3	regions	region	NOUN
fis-4538	77	4	of	of	ADP
fis-4538	77	5	wear	wear	NOUN
fis-4538	77	6	on	on	ADP
fis-4538	77	7	the	the	DET
fis-4538	77	8	flank	flank	ADJ
fis-4538	77	9	face	face	NOUN
fis-4538	77	10	can	can	AUX
fis-4538	77	11	be	be	AUX
fis-4538	77	12	attributed	attribute	VERB
fis-4538	77	13	to	to	ADP
fis-4538	77	14	different	different	ADJ
fis-4538	77	15	mechanisms	mechanism	NOUN
fis-4538	77	16	.	.	PUNCT
fis-4538	78	1	the	the	DET
fis-4538	78	2	initial	initial	ADJ
fis-4538	78	3	breakdown	breakdown	NOUN
fis-4538	78	4	occurs	occur	VERB
fis-4538	78	5	due	due	ADJ
fis-4538	78	6	to	to	ADP
fis-4538	78	7	the	the	DET
fis-4538	78	8	interaction	interaction	NOUN
fis-4538	78	9	between	between	ADP
fis-4538	78	10	the	the	DET
fis-4538	78	11	cutting	cut	VERB
fis-4538	78	12	tool	tool	NOUN
fis-4538	78	13	and	and	CCONJ
fis-4538	78	14	the	the	DET
fis-4538	78	15	workpiece	workpiece	NOUN
fis-4538	78	16	material	material	NOUN
fis-4538	78	17	,	,	PUNCT
fis-4538	78	18	resulting	result	VERB
fis-4538	78	19	in	in	ADP
fis-4538	78	20	micro	micro	ADJ
fis-4538	78	21	-	-	ADJ
fis-4538	78	22	chipping	chipping	ADJ
fis-4538	78	23	and	and	CCONJ
fis-4538	78	24	minor	minor	ADJ
fis-4538	78	25	fractures	fracture	NOUN
fis-4538	78	26	.	.	PUNCT
fis-4538	79	1	the	the	DET
fis-4538	79	2	uniform	uniform	NOUN
fis-4538	79	3	wear	wear	VERB
fis-4538	79	4	rate	rate	NOUN
fis-4538	79	5	region	region	NOUN
fis-4538	79	6	occurs	occur	VERB
fis-4538	79	7	when	when	SCONJ
fis-4538	79	8	the	the	DET
fis-4538	79	9	tool	tool	NOUN
fis-4538	79	10	has	have	AUX
fis-4538	79	11	reached	reach	VERB
fis-4538	79	12	a	a	DET
fis-4538	79	13	stable	stable	ADJ
fis-4538	79	14	state	state	NOUN
fis-4538	79	15	,	,	PUNCT
fis-4538	79	16	where	where	SCONJ
fis-4538	79	17	gradual	gradual	ADJ
fis-4538	79	18	abrasion	abrasion	NOUN
fis-4538	79	19	and	and	CCONJ
fis-4538	79	20	friction	friction	NOUN
fis-4538	79	21	result	result	NOUN
fis-4538	79	22	in	in	ADP
fis-4538	79	23	a	a	DET
fis-4538	79	24	consistent	consistent	ADJ
fis-4538	79	25	wear	wear	NOUN
fis-4538	79	26	pattern	pattern	NOUN
fis-4538	79	27	.	.	PUNCT
fis-4538	80	1	finally	finally	ADV
fis-4538	80	2	,	,	PUNCT
fis-4538	80	3	rapid	rapid	ADJ
fis-4538	80	4	cutting	cutting	NOUN
fis-4538	80	5	-	-	PUNCT
fis-4538	80	6	edge	edge	NOUN
fis-4538	80	7	breakdown	breakdown	NOUN
fis-4538	80	8	is	be	AUX
fis-4538	80	9	characterized	characterize	VERB
fis-4538	80	10	by	by	ADP
fis-4538	80	11	accelerated	accelerate	VERB
fis-4538	80	12	wear	wear	NOUN
fis-4538	80	13	due	due	ADJ
fis-4538	80	14	to	to	ADP
fis-4538	80	15	higher	high	ADJ
fis-4538	80	16	temperatures	temperature	NOUN
fis-4538	80	17	and	and	CCONJ
fis-4538	80	18	increased	increase	VERB
fis-4538	80	19	forces	force	NOUN
fis-4538	80	20	during	during	ADP
fis-4538	80	21	prolonged	prolonged	ADJ
fis-4538	80	22	cutting	cutting	NOUN
fis-4538	80	23	operations	operation	NOUN
fis-4538	80	24	.	.	PUNCT
fis-4538	81	1	fig	fig	NOUN
fis-4538	81	2	.	.	PUNCT
fis-4538	82	1	5	5	NUM
fis-4538	82	2	display	display	NOUN
fis-4538	82	3	insert	insert	NOUN
fis-4538	82	4	images	image	NOUN
fis-4538	82	5	for	for	ADP
fis-4538	82	6	different	different	ADJ
fis-4538	82	7	machining	machining	NOUN
fis-4538	82	8	conditions	condition	NOUN
fis-4538	82	9	,	,	PUNCT
fis-4538	82	10	showing	show	VERB
fis-4538	82	11	flank	flank	NOUN
fis-4538	82	12	wear	wear	NOUN
fis-4538	82	13	as	as	ADP
fis-4538	82	14	predominant	predominant	ADJ
fis-4538	82	15	at	at	ADP
fis-4538	82	16	lower	low	ADJ
fis-4538	82	17	speeds	speed	NOUN
fis-4538	82	18	,	,	PUNCT
fis-4538	82	19	followed	follow	VERB
fis-4538	82	20	by	by	ADP
fis-4538	82	21	coating	coat	VERB
fis-4538	82	22	layer	layer	NOUN
fis-4538	82	23	chipping	chipping	NOUN
fis-4538	82	24	and	and	CCONJ
fis-4538	82	25	catastrophic	catastrophic	ADJ
fis-4538	82	26	failure	failure	NOUN
fis-4538	82	27	at	at	ADP
fis-4538	82	28	higher	high	ADJ
fis-4538	82	29	speeds	speed	NOUN
fis-4538	82	30	.	.	PUNCT
fis-4538	83	1	the	the	DET
fis-4538	83	2	insert	insert	ADJ
fis-4538	83	3	images	image	NOUN
fis-4538	83	4	provide	provide	VERB
fis-4538	83	5	a	a	DET
fis-4538	83	6	clear	clear	ADJ
fis-4538	83	7	visual	visual	ADJ
fis-4538	83	8	representation	representation	NOUN
fis-4538	83	9	of	of	ADP
fis-4538	83	10	the	the	DET
fis-4538	83	11	effects	effect	NOUN
fis-4538	83	12	of	of	ADP
fis-4538	83	13	various	various	ADJ
fis-4538	83	14	cutting	cutting	NOUN
fis-4538	83	15	conditions	condition	NOUN
fis-4538	83	16	on	on	ADP
fis-4538	83	17	the	the	DET
fis-4538	83	18	tool	tool	NOUN
fis-4538	83	19	.	.	PUNCT
fis-4538	84	1	at	at	ADP
fis-4538	84	2	lower	low	ADJ
fis-4538	84	3	speeds	speed	NOUN
fis-4538	84	4	,	,	PUNCT
fis-4538	84	5	flank	flank	ADJ
fis-4538	84	6	wear	wear	NOUN
fis-4538	84	7	is	be	AUX
fis-4538	84	8	observed	observe	VERB
fis-4538	84	9	as	as	ADP
fis-4538	84	10	the	the	DET
fis-4538	84	11	primary	primary	ADJ
fis-4538	84	12	form	form	NOUN
fis-4538	84	13	of	of	ADP
fis-4538	84	14	tool	tool	NOUN
fis-4538	84	15	degradation	degradation	NOUN
fis-4538	84	16	,	,	PUNCT
fis-4538	84	17	indicating	indicate	VERB
fis-4538	84	18	gradual	gradual	ADJ
fis-4538	84	19	wear	wear	NOUN
fis-4538	84	20	and	and	CCONJ
fis-4538	84	21	tear	tear	NOUN
fis-4538	84	22	on	on	ADP
fis-4538	84	23	the	the	DET
fis-4538	84	24	cutting	cut	VERB
fis-4538	84	25	edge	edge	NOUN
fis-4538	84	26	.	.	PUNCT
fis-4538	85	1	as	as	SCONJ
fis-4538	85	2	the	the	DET
fis-4538	85	3	speed	speed	NOUN
fis-4538	85	4	increases	increase	NOUN
fis-4538	85	5	,	,	PUNCT
fis-4538	85	6	chipping	chip	VERB
fis-4538	85	7	of	of	ADP
fis-4538	85	8	the	the	DET
fis-4538	85	9	coating	coat	VERB
fis-4538	85	10	layers	layer	NOUN
fis-4538	85	11	becomes	become	VERB
fis-4538	85	12	more	more	ADV
fis-4538	85	13	prominent	prominent	ADJ
fis-4538	85	14	,	,	PUNCT
fis-4538	85	15	suggesting	suggest	VERB
fis-4538	85	16	that	that	SCONJ
fis-4538	85	17	the	the	DET
fis-4538	85	18	coating	coating	NOUN
fis-4538	85	19	is	be	AUX
fis-4538	85	20	unable	unable	ADJ
fis-4538	85	21	to	to	PART
fis-4538	85	22	withstand	withstand	VERB
fis-4538	85	23	the	the	DET
fis-4538	85	24	higher	high	ADJ
fis-4538	85	25	forces	force	NOUN
fis-4538	85	26	and	and	CCONJ
fis-4538	85	27	stresses	stress	NOUN
fis-4538	85	28	involved	involve	VERB
fis-4538	85	29	.	.	PUNCT
fis-4538	86	1	finally	finally	ADV
fis-4538	86	2	,	,	PUNCT
fis-4538	86	3	at	at	ADP
fis-4538	86	4	higher	high	ADJ
fis-4538	86	5	speeds	speed	NOUN
fis-4538	86	6	,	,	PUNCT
fis-4538	86	7	catastrophic	catastrophic	ADJ
fis-4538	86	8	failure	failure	NOUN
fis-4538	86	9	is	be	AUX
fis-4538	86	10	evident	evident	ADJ
fis-4538	86	11	,	,	PUNCT
fis-4538	86	12	indicating	indicate	VERB
fis-4538	86	13	complete	complete	ADJ
fis-4538	86	14	tool	tool	NOUN
fis-4538	86	15	breakdown	breakdown	NOUN
fis-4538	86	16	and	and	CCONJ
fis-4538	86	17	rendering	render	VERB
fis-4538	86	18	it	it	PRON
fis-4538	86	19	unusable	unusable	ADJ
fis-4538	86	20	for	for	ADP
fis-4538	86	21	further	further	ADJ
fis-4538	86	22	machining	machining	NOUN
fis-4538	86	23	operations	operation	NOUN
fis-4538	86	24	.	.	PUNCT
fis-4538	87	1	figure	figure	VERB
fis-4538	87	2	3	3	NUM
fis-4538	87	3	:	:	PUNCT
fis-4538	87	4	flank	flank	NOUN
fis-4538	87	5	wear	wear	NOUN
fis-4538	87	6	when	when	SCONJ
fis-4538	87	7	turning	turn	VERB
fis-4538	87	8	aisi	aisi	PROPN
fis-4538	87	9	304	304	NUM
fis-4538	87	10	at	at	ADP
fis-4538	87	11	run	run	VERB
fis-4538	87	12	r1	r1	PROPN
fis-4538	87	13	to	to	ADP
fis-4538	87	14	r8	r8	PROPN
fis-4538	87	15	.	.	PUNCT
fis-4538	88	1	figure	figure	NOUN
fis-4538	88	2	4	4	NUM
fis-4538	88	3	:	:	PUNCT
fis-4538	88	4	flank	flank	NOUN
fis-4538	88	5	wear	wear	NOUN
fis-4538	88	6	when	when	SCONJ
fis-4538	88	7	turning	turn	VERB
fis-4538	88	8	aisi	aisi	PROPN
fis-4538	88	9	304	304	NUM
fis-4538	88	10	at	at	ADP
fis-4538	88	11	run	run	NOUN
fis-4538	88	12	r9	r9	NOUN
fis-4538	88	13	to	to	ADP
fis-4538	88	14	r15	r15	VERB
fis-4538	88	15	.	.	PUNCT
fis-4538	89	1	higher	high	ADJ
fis-4538	89	2	tool	tool	NOUN
fis-4538	89	3	life	life	NOUN
fis-4538	89	4	of	of	ADP
fis-4538	89	5	26.6	26.6	NUM
fis-4538	89	6	minutes	minute	NOUN
fis-4538	89	7	can	can	AUX
fis-4538	89	8	be	be	AUX
fis-4538	89	9	seen	see	VERB
fis-4538	89	10	as	as	SCONJ
fis-4538	89	11	obtained	obtain	VERB
fis-4538	89	12	for	for	ADP
fis-4538	89	13	experimental	experimental	ADJ
fis-4538	89	14	run	run	NOUN
fis-4538	89	15	14	14	NUM
fis-4538	89	16	,	,	PUNCT
fis-4538	89	17	i.e.	i.e.	X
fis-4538	89	18	,	,	PUNCT
fis-4538	89	19	at	at	ADP
fis-4538	89	20	v	v	NOUN
fis-4538	89	21	=	=	SYM
fis-4538	89	22	250	250	NUM
fis-4538	89	23	m	m	PROPN
fis-4538	89	24	/	/	SYM
fis-4538	89	25	min	min	PROPN
fis-4538	89	26	,	,	PUNCT
fis-4538	89	27	f	f	PROPN
fis-4538	89	28	=	=	SYM
fis-4538	89	29	0.08	0.08	NUM
fis-4538	89	30	mm	mm	NOUN
fis-4538	89	31	/	/	SYM
fis-4538	89	32	rev	rev	PROPN
fis-4538	89	33	,	,	PUNCT
fis-4538	89	34	and	and	CCONJ
fis-4538	90	1	d	d	NOUN
fis-4538	90	2	=	=	SYM
fis-4538	90	3	0.2	0.2	NUM
fis-4538	90	4	mm	mm	NOUN
fis-4538	90	5	.	.	PUNCT
fis-4538	91	1	lower	low	ADJ
fis-4538	91	2	tool	tool	NOUN
fis-4538	91	3	life	life	NOUN
fis-4538	91	4	of	of	ADP
fis-4538	91	5	9.3	9.3	NUM
fis-4538	91	6	minutes	minute	NOUN
fis-4538	91	7	can	can	AUX
fis-4538	91	8	be	be	AUX
fis-4538	91	9	seen	see	VERB
fis-4538	91	10	as	as	SCONJ
fis-4538	91	11	obtained	obtain	VERB
fis-4538	91	12	for	for	ADP
fis-4538	91	13	experimental	experimental	ADJ
fis-4538	91	14	run	run	NOUN
fis-4538	91	15	3	3	NUM
fis-4538	91	16	,	,	PUNCT
fis-4538	91	17	i.e.	i.e.	X
fis-4538	91	18	,	,	PUNCT
fis-4538	91	19	at	at	ADP
fis-4538	91	20	v	v	NOUN
fis-4538	91	21	=	=	SYM
fis-4538	91	22	350	350	NUM
fis-4538	91	23	m	m	PROPN
fis-4538	91	24	/	/	SYM
fis-4538	91	25	min	min	PROPN
fis-4538	91	26	,	,	PUNCT
fis-4538	91	27	f	f	PROPN
fis-4538	91	28	=	=	SYM
fis-4538	91	29	0.12	0.12	NUM
fis-4538	91	30	mm	mm	NOUN
fis-4538	91	31	/	/	SYM
fis-4538	91	32	rev	rev	PROPN
fis-4538	91	33	,	,	PUNCT
fis-4538	91	34	and	and	CCONJ
fis-4538	92	1	d	d	NOUN
fis-4538	92	2	=	=	SYM
fis-4538	92	3	0.4	0.4	NUM
fis-4538	92	4	mm	mm	NOUN
fis-4538	92	5	.	.	PUNCT
fis-4538	93	1	this	this	DET
fis-4538	93	2	tool	tool	NOUN
fis-4538	93	3	failed	fail	VERB
fis-4538	93	4	because	because	SCONJ
fis-4538	93	5	the	the	DET
fis-4538	93	6	coating	coating	NOUN
fis-4538	93	7	layers	layer	NOUN
fis-4538	93	8	peeled	peel	VERB
fis-4538	93	9	off	off	ADP
fis-4538	93	10	due	due	ADP
fis-4538	93	11	to	to	ADP
fis-4538	93	12	the	the	DET
fis-4538	93	13	fast	fast	ADV
fis-4538	93	14	-	-	PUNCT
fis-4538	93	15	moving	move	VERB
fis-4538	93	16	chips	chip	NOUN
fis-4538	93	17	breaking	break	VERB
fis-4538	93	18	s.	s.	PROPN
fis-4538	93	19	chinchanikar	chinchanikar	PROPN
fis-4538	93	20	et	et	PROPN
fis-4538	93	21	alii	alii	PROPN
fis-4538	93	22	,	,	PUNCT
fis-4538	93	23	frattura	frattura	PROPN
fis-4538	93	24	ed	ed	PROPN
fis-4538	93	25	integrità	integrità	PROPN
fis-4538	93	26	strutturale	strutturale	PROPN
fis-4538	93	27	,	,	PUNCT
fis-4538	93	28	67	67	NUM
fis-4538	93	29	(	(	PUNCT
fis-4538	93	30	2023	2023	NUM
fis-4538	93	31	)	)	PUNCT
fis-4538	93	32	176	176	NUM
fis-4538	93	33	-	-	SYM
fis-4538	93	34	191	191	NUM
fis-4538	93	35	;	;	PUNCT
fis-4538	93	36	doi	doi	NOUN
fis-4538	93	37	:	:	PUNCT
fis-4538	93	38	10.3221	10.3221	NUM
fis-4538	93	39	/	/	SYM
fis-4538	93	40	igf	igf	PROPN
fis-4538	93	41	-	-	PUNCT
fis-4538	93	42	esis.67.13	esis.67.13	PROPN
fis-4538	93	43	180	180	NUM
fis-4538	93	44	the	the	DET
fis-4538	93	45	attached	attached	ADJ
fis-4538	93	46	metal	metal	NOUN
fis-4538	93	47	,	,	PUNCT
fis-4538	93	48	causing	cause	VERB
fis-4538	93	49	an	an	DET
fis-4538	93	50	abrupt	abrupt	ADJ
fis-4538	93	51	fracture	fracture	NOUN
fis-4538	93	52	.	.	PUNCT
fis-4538	94	1	it	it	PRON
fis-4538	94	2	is	be	AUX
fis-4538	94	3	evident	evident	ADJ
fis-4538	94	4	that	that	SCONJ
fis-4538	94	5	reducing	reduce	VERB
fis-4538	94	6	cutting	cut	VERB
fis-4538	94	7	parameters	parameter	NOUN
fis-4538	94	8	extends	extend	VERB
fis-4538	94	9	tool	tool	NOUN
fis-4538	94	10	life	life	NOUN
fis-4538	94	11	.	.	PUNCT
fis-4538	95	1	regular	regular	ADJ
fis-4538	95	2	tool	tool	NOUN
fis-4538	95	3	inspections	inspection	NOUN
fis-4538	95	4	can	can	AUX
fis-4538	95	5	help	help	VERB
fis-4538	95	6	detect	detect	VERB
fis-4538	95	7	and	and	CCONJ
fis-4538	95	8	address	address	VERB
fis-4538	95	9	potential	potential	ADJ
fis-4538	95	10	issues	issue	NOUN
fis-4538	95	11	before	before	SCONJ
fis-4538	95	12	they	they	PRON
fis-4538	95	13	cause	cause	VERB
fis-4538	95	14	abrupt	abrupt	ADJ
fis-4538	95	15	fractures	fracture	NOUN
fis-4538	95	16	by	by	ADP
fis-4538	95	17	identifying	identify	VERB
fis-4538	95	18	signs	sign	NOUN
fis-4538	95	19	of	of	ADP
fis-4538	95	20	wear	wear	NOUN
fis-4538	95	21	or	or	CCONJ
fis-4538	95	22	damage	damage	NOUN
fis-4538	95	23	.	.	PUNCT
fis-4538	96	1	figure	figure	NOUN
fis-4538	96	2	5	5	NUM
fis-4538	96	3	:	:	PUNCT
fis-4538	96	4	flank	flank	NOUN
fis-4538	96	5	wear	wear	NOUN
fis-4538	96	6	when	when	SCONJ
fis-4538	96	7	turning	turn	VERB
fis-4538	96	8	aisi	aisi	PROPN
fis-4538	96	9	304	304	NUM
fis-4538	96	10	at	at	ADP
fis-4538	96	11	run	run	VERB
fis-4538	96	12	r1	r1	PROPN
fis-4538	96	13	to	to	ADP
fis-4538	96	14	r15	r15	NOUN
fis-4538	96	15	.	.	PUNCT
fis-4538	97	1	tool	tool	NOUN
fis-4538	97	2	wear	wear	VERB
fis-4538	97	3	forms	form	NOUN
fis-4538	97	4	and	and	CCONJ
fis-4538	97	5	mechanisms	mechanism	NOUN
fis-4538	97	6	this	this	DET
fis-4538	97	7	section	section	NOUN
fis-4538	97	8	examines	examine	VERB
fis-4538	97	9	the	the	DET
fis-4538	97	10	tool	tool	NOUN
fis-4538	97	11	wear	wear	VERB
fis-4538	97	12	forms	form	NOUN
fis-4538	97	13	and	and	CCONJ
fis-4538	97	14	mechanisms	mechanism	NOUN
fis-4538	97	15	of	of	ADP
fis-4538	97	16	a	a	DET
fis-4538	97	17	selected	select	VERB
fis-4538	97	18	tool	tool	NOUN
fis-4538	97	19	while	while	SCONJ
fis-4538	97	20	turning	turn	VERB
fis-4538	97	21	aisi	aisi	PROPN
fis-4538	97	22	304	304	NUM
fis-4538	97	23	stainless	stainless	ADJ
fis-4538	97	24	steel	steel	NOUN
fis-4538	97	25	using	use	VERB
fis-4538	97	26	digital	digital	ADJ
fis-4538	97	27	and	and	CCONJ
fis-4538	97	28	sem	sem	NOUN
fis-4538	97	29	images	image	NOUN
fis-4538	97	30	.	.	PUNCT
fis-4538	98	1	the	the	DET
fis-4538	98	2	main	main	ADJ
fis-4538	98	3	wear	wear	NOUN
fis-4538	98	4	patterns	pattern	NOUN
fis-4538	98	5	identified	identify	VERB
fis-4538	98	6	were	be	AUX
fis-4538	98	7	flank	flank	NOUN
fis-4538	98	8	wear	wear	NOUN
fis-4538	98	9	,	,	PUNCT
fis-4538	98	10	coating	coat	VERB
fis-4538	98	11	chipping	chipping	NOUN
fis-4538	98	12	,	,	PUNCT
fis-4538	98	13	and	and	CCONJ
fis-4538	98	14	cutting	cutting	NOUN
fis-4538	98	15	-	-	PUNCT
fis-4538	98	16	edge	edge	NOUN
fis-4538	98	17	deformation	deformation	NOUN
fis-4538	98	18	.	.	PUNCT
fis-4538	99	1	figs	fig	NOUN
fis-4538	99	2	.	.	PUNCT
fis-4538	100	1	6–10	6–10	NOUN
fis-4538	100	2	show	show	VERB
fis-4538	100	3	various	various	ADJ
fis-4538	100	4	wear	wear	NOUN
fis-4538	100	5	patterns	pattern	NOUN
fis-4538	100	6	found	find	VERB
fis-4538	100	7	on	on	ADP
fis-4538	100	8	the	the	DET
fis-4538	100	9	tool	tool	NOUN
fis-4538	100	10	after	after	ADP
fis-4538	100	11	cutting	cut	VERB
fis-4538	100	12	.	.	PUNCT
fis-4538	101	1	the	the	DET
fis-4538	101	2	tool	tool	NOUN
fis-4538	101	3	is	be	AUX
fis-4538	101	4	severely	severely	ADV
fis-4538	101	5	damaged	damage	VERB
fis-4538	101	6	by	by	ADP
fis-4538	101	7	metal	metal	NOUN
fis-4538	101	8	adhesion	adhesion	NOUN
fis-4538	101	9	,	,	PUNCT
fis-4538	101	10	coating	coating	NOUN
fis-4538	101	11	delamination	delamination	NOUN
fis-4538	101	12	,	,	PUNCT
fis-4538	101	13	chipping	chipping	NOUN
fis-4538	101	14	,	,	PUNCT
fis-4538	101	15	and	and	CCONJ
fis-4538	101	16	pitting	pitting	NOUN
fis-4538	101	17	.	.	PUNCT
fis-4538	102	1	these	these	DET
fis-4538	102	2	issues	issue	NOUN
fis-4538	102	3	greatly	greatly	ADV
fis-4538	102	4	compromise	compromise	VERB
fis-4538	102	5	the	the	DET
fis-4538	102	6	tool	tool	NOUN
fis-4538	102	7	's	's	PART
fis-4538	102	8	performance	performance	NOUN
fis-4538	102	9	and	and	CCONJ
fis-4538	102	10	durability	durability	NOUN
fis-4538	102	11	.	.	PUNCT
fis-4538	103	1	metal	metal	NOUN
fis-4538	103	2	adhesion	adhesion	NOUN
fis-4538	103	3	can	can	AUX
fis-4538	103	4	cause	cause	VERB
fis-4538	103	5	friction	friction	NOUN
fis-4538	103	6	and	and	CCONJ
fis-4538	103	7	hinder	hinder	VERB
fis-4538	103	8	smooth	smooth	ADJ
fis-4538	103	9	operation	operation	NOUN
fis-4538	103	10	,	,	PUNCT
fis-4538	103	11	while	while	SCONJ
fis-4538	103	12	coating	coat	VERB
fis-4538	103	13	delamination	delamination	NOUN
fis-4538	103	14	exposes	expose	VERB
fis-4538	103	15	the	the	DET
fis-4538	103	16	underlying	underlie	VERB
fis-4538	103	17	material	material	NOUN
fis-4538	103	18	to	to	PART
fis-4538	103	19	corrosion	corrosion	VERB
fis-4538	103	20	and	and	CCONJ
fis-4538	103	21	wear	wear	VERB
fis-4538	103	22	.	.	PUNCT
fis-4538	104	1	additionally	additionally	ADV
fis-4538	104	2	,	,	PUNCT
fis-4538	104	3	chipping	chip	VERB
fis-4538	104	4	and	and	CCONJ
fis-4538	104	5	pitting	pitting	NOUN
fis-4538	104	6	create	create	VERB
fis-4538	104	7	uneven	uneven	ADJ
fis-4538	104	8	surfaces	surface	NOUN
fis-4538	104	9	that	that	PRON
fis-4538	104	10	affect	affect	VERB
fis-4538	104	11	precision	precision	NOUN
fis-4538	104	12	and	and	CCONJ
fis-4538	104	13	efficiency	efficiency	NOUN
fis-4538	104	14	.	.	PUNCT
fis-4538	105	1	a	a	DET
fis-4538	105	2	magnified	magnify	VERB
fis-4538	105	3	view	view	NOUN
fis-4538	105	4	reveals	reveal	VERB
fis-4538	105	5	metal	metal	NOUN
fis-4538	105	6	sticking	stick	VERB
fis-4538	105	7	to	to	ADP
fis-4538	105	8	the	the	DET
fis-4538	105	9	tool	tool	NOUN
fis-4538	105	10	and	and	CCONJ
fis-4538	105	11	small	small	ADJ
fis-4538	105	12	abrasive	abrasive	ADJ
fis-4538	105	13	marks	mark	NOUN
fis-4538	105	14	.	.	PUNCT
fis-4538	106	1	after	after	ADP
fis-4538	106	2	prolonged	prolonged	ADJ
fis-4538	106	3	cutting	cutting	NOUN
fis-4538	106	4	,	,	PUNCT
fis-4538	106	5	this	this	DET
fis-4538	106	6	stuck	stuck	ADJ
fis-4538	106	7	metal	metal	NOUN
fis-4538	106	8	was	be	AUX
fis-4538	106	9	removed	remove	VERB
fis-4538	106	10	and	and	CCONJ
fis-4538	106	11	came	come	VERB
fis-4538	106	12	off	off	ADP
fis-4538	106	13	with	with	ADP
fis-4538	106	14	the	the	DET
fis-4538	106	15	coating	coating	NOUN
fis-4538	106	16	material	material	NOUN
fis-4538	106	17	,	,	PUNCT
fis-4538	106	18	causing	cause	VERB
fis-4538	106	19	damage	damage	NOUN
fis-4538	106	20	to	to	ADP
fis-4538	106	21	the	the	DET
fis-4538	106	22	tool	tool	NOUN
fis-4538	106	23	faces	face	VERB
fis-4538	106	24	and	and	CCONJ
fis-4538	106	25	exposing	expose	VERB
fis-4538	106	26	the	the	DET
fis-4538	106	27	substrate	substrate	NOUN
fis-4538	106	28	.	.	PUNCT
fis-4538	107	1	this	this	DET
fis-4538	107	2	process	process	NOUN
fis-4538	107	3	of	of	ADP
fis-4538	107	4	metal	metal	NOUN
fis-4538	107	5	adhesion	adhesion	NOUN
fis-4538	107	6	and	and	CCONJ
fis-4538	107	7	subsequent	subsequent	ADJ
fis-4538	107	8	dislodgement	dislodgement	NOUN
fis-4538	107	9	not	not	PART
fis-4538	107	10	only	only	ADV
fis-4538	107	11	leads	lead	VERB
fis-4538	107	12	to	to	ADP
fis-4538	107	13	pitting	pit	VERB
fis-4538	107	14	on	on	ADP
fis-4538	107	15	the	the	DET
fis-4538	107	16	tool	tool	NOUN
fis-4538	107	17	faces	face	NOUN
fis-4538	107	18	but	but	CCONJ
fis-4538	107	19	also	also	ADV
fis-4538	107	20	compromises	compromise	VERB
fis-4538	107	21	the	the	DET
fis-4538	107	22	overall	overall	ADJ
fis-4538	107	23	integrity	integrity	NOUN
fis-4538	107	24	of	of	ADP
fis-4538	107	25	the	the	DET
fis-4538	107	26	tool	tool	NOUN
fis-4538	107	27	,	,	PUNCT
fis-4538	107	28	reducing	reduce	VERB
fis-4538	107	29	its	its	PRON
fis-4538	107	30	lifespan	lifespan	NOUN
fis-4538	107	31	and	and	CCONJ
fis-4538	107	32	effectiveness	effectiveness	NOUN
fis-4538	107	33	.	.	PUNCT
fis-4538	108	1	it	it	PRON
fis-4538	108	2	is	be	AUX
fis-4538	108	3	crucial	crucial	ADJ
fis-4538	108	4	to	to	PART
fis-4538	108	5	regularly	regularly	ADV
fis-4538	108	6	inspect	inspect	VERB
fis-4538	108	7	and	and	CCONJ
fis-4538	108	8	maintain	maintain	VERB
fis-4538	108	9	the	the	DET
fis-4538	108	10	tool	tool	NOUN
fis-4538	108	11	to	to	PART
fis-4538	108	12	prevent	prevent	VERB
fis-4538	108	13	such	such	ADJ
fis-4538	108	14	damage	damage	NOUN
fis-4538	108	15	and	and	CCONJ
fis-4538	108	16	ensure	ensure	VERB
fis-4538	108	17	optimal	optimal	ADJ
fis-4538	108	18	performance	performance	NOUN
fis-4538	108	19	.	.	PUNCT
fis-4538	109	1	figure	figure	VERB
fis-4538	109	2	6	6	NUM
fis-4538	109	3	:	:	PUNCT
fis-4538	109	4	tool	tool	NOUN
fis-4538	109	5	images	image	NOUN
fis-4538	109	6	at	at	ADP
fis-4538	109	7	run	run	NOUN
fis-4538	109	8	r1	r1	PROPN
fis-4538	109	9	.	.	PUNCT
fis-4538	110	1	hard	hard	ADJ
fis-4538	110	2	particles	particle	NOUN
fis-4538	110	3	from	from	ADP
fis-4538	110	4	the	the	DET
fis-4538	110	5	tool	tool	NOUN
fis-4538	110	6	flank	flank	NOUN
fis-4538	110	7	surface	surface	NOUN
fis-4538	110	8	,	,	PUNCT
fis-4538	110	9	responsible	responsible	ADJ
fis-4538	110	10	for	for	ADP
fis-4538	110	11	cutting	cutting	NOUN
fis-4538	110	12	,	,	PUNCT
fis-4538	110	13	become	become	VERB
fis-4538	110	14	trapped	trap	VERB
fis-4538	110	15	between	between	ADP
fis-4538	110	16	the	the	DET
fis-4538	110	17	tool	tool	NOUN
fis-4538	110	18	and	and	CCONJ
fis-4538	110	19	machined	machine	VERB
fis-4538	110	20	surface	surface	NOUN
fis-4538	110	21	during	during	ADP
fis-4538	110	22	machining	machining	NOUN
fis-4538	110	23	,	,	PUNCT
fis-4538	110	24	causing	cause	VERB
fis-4538	110	25	them	they	PRON
fis-4538	110	26	to	to	PART
fis-4538	110	27	rub	rub	VERB
fis-4538	110	28	against	against	ADP
fis-4538	110	29	the	the	DET
fis-4538	110	30	tool	tool	NOUN
fis-4538	110	31	flank	flank	NOUN
fis-4538	110	32	.	.	PUNCT
fis-4538	111	1	this	this	DET
fis-4538	111	2	rubbing	rub	VERB
fis-4538	111	3	action	action	NOUN
fis-4538	111	4	generates	generate	VERB
fis-4538	111	5	friction	friction	NOUN
fis-4538	111	6	and	and	CCONJ
fis-4538	111	7	heat	heat	NOUN
fis-4538	111	8	,	,	PUNCT
fis-4538	111	9	causing	cause	VERB
fis-4538	111	10	tool	tool	NOUN
fis-4538	111	11	s.	s.	PROPN
fis-4538	111	12	chinchanikar	chinchanikar	PROPN
fis-4538	111	13	et	et	PROPN
fis-4538	111	14	alii	alii	PROPN
fis-4538	111	15	,	,	PUNCT
fis-4538	111	16	frattura	frattura	PROPN
fis-4538	111	17	ed	ed	PROPN
fis-4538	111	18	integrità	integrità	PROPN
fis-4538	111	19	strutturale	strutturale	PROPN
fis-4538	111	20	,	,	PUNCT
fis-4538	111	21	67	67	NUM
fis-4538	111	22	(	(	PUNCT
fis-4538	111	23	2023	2023	NUM
fis-4538	111	24	)	)	PUNCT
fis-4538	111	25	176	176	NUM
fis-4538	111	26	-	-	SYM
fis-4538	111	27	191	191	NUM
fis-4538	111	28	;	;	PUNCT
fis-4538	111	29	doi	doi	NOUN
fis-4538	111	30	:	:	PUNCT
fis-4538	111	31	10.3221	10.3221	NUM
fis-4538	111	32	/	/	SYM
fis-4538	111	33	igf	igf	PROPN
fis-4538	111	34	-	-	PUNCT
fis-4538	111	35	esis.67.13	esis.67.13	PROPN
fis-4538	111	36	181	181	NUM
fis-4538	111	37	wear	wear	VERB
fis-4538	111	38	and	and	CCONJ
fis-4538	111	39	decreased	decrease	VERB
fis-4538	111	40	machining	machining	NOUN
fis-4538	111	41	efficiency	efficiency	NOUN
fis-4538	111	42	.	.	PUNCT
fis-4538	112	1	additionally	additionally	ADV
fis-4538	112	2	,	,	PUNCT
fis-4538	112	3	the	the	DET
fis-4538	112	4	trapped	trap	VERB
fis-4538	112	5	particles	particle	NOUN
fis-4538	112	6	can	can	AUX
fis-4538	112	7	also	also	ADV
fis-4538	112	8	result	result	VERB
fis-4538	112	9	in	in	ADP
fis-4538	112	10	surface	surface	NOUN
fis-4538	112	11	defects	defect	NOUN
fis-4538	112	12	or	or	CCONJ
fis-4538	112	13	damage	damage	NOUN
fis-4538	112	14	to	to	ADP
fis-4538	112	15	the	the	DET
fis-4538	112	16	machined	machine	VERB
fis-4538	112	17	workpiece	workpiece	NOUN
fis-4538	112	18	.	.	PUNCT
fis-4538	113	1	flank	flank	PROPN
fis-4538	113	2	wear	wear	NOUN
fis-4538	113	3	was	be	AUX
fis-4538	113	4	discovered	discover	VERB
fis-4538	113	5	to	to	PART
fis-4538	113	6	be	be	AUX
fis-4538	113	7	the	the	DET
fis-4538	113	8	predominant	predominant	ADJ
fis-4538	113	9	wear	wear	NOUN
fis-4538	113	10	form	form	NOUN
fis-4538	113	11	.	.	PUNCT
fis-4538	114	1	figs	fig	NOUN
fis-4538	114	2	.	.	PUNCT
fis-4538	115	1	6–7	6–7	NUM
fis-4538	115	2	show	show	NOUN
fis-4538	115	3	coating	coat	VERB
fis-4538	115	4	abrasion	abrasion	NOUN
fis-4538	115	5	by	by	ADP
fis-4538	115	6	hard	hard	ADJ
fis-4538	115	7	tool	tool	NOUN
fis-4538	115	8	particles	particle	NOUN
fis-4538	115	9	,	,	PUNCT
fis-4538	115	10	which	which	PRON
fis-4538	115	11	thereafter	thereafter	ADV
fis-4538	115	12	fracture	fracture	VERB
fis-4538	115	13	owing	owe	VERB
fis-4538	115	14	to	to	ADP
fis-4538	115	15	plucking	pluck	VERB
fis-4538	115	16	of	of	ADP
fis-4538	115	17	the	the	DET
fis-4538	115	18	attached	attach	VERB
fis-4538	115	19	material	material	NOUN
fis-4538	115	20	.	.	PUNCT
fis-4538	116	1	this	this	DET
fis-4538	116	2	plucking	pluck	VERB
fis-4538	116	3	phenomenon	phenomenon	NOUN
fis-4538	116	4	occurs	occur	VERB
fis-4538	116	5	due	due	ADJ
fis-4538	116	6	to	to	ADP
fis-4538	116	7	the	the	DET
fis-4538	116	8	high	high	ADJ
fis-4538	116	9	stress	stress	NOUN
fis-4538	116	10	and	and	CCONJ
fis-4538	116	11	friction	friction	NOUN
fis-4538	116	12	generated	generate	VERB
fis-4538	116	13	during	during	ADP
fis-4538	116	14	the	the	DET
fis-4538	116	15	cutting	cutting	NOUN
fis-4538	116	16	process	process	NOUN
fis-4538	116	17	.	.	PUNCT
fis-4538	117	1	the	the	DET
fis-4538	117	2	presence	presence	NOUN
fis-4538	117	3	of	of	ADP
fis-4538	117	4	hard	hard	ADJ
fis-4538	117	5	tool	tool	NOUN
fis-4538	117	6	particles	particle	NOUN
fis-4538	117	7	further	far	ADV
fis-4538	117	8	exacerbates	exacerbate	VERB
fis-4538	117	9	the	the	DET
fis-4538	117	10	wear	wear	NOUN
fis-4538	117	11	on	on	ADP
fis-4538	117	12	the	the	DET
fis-4538	117	13	coating	coat	VERB
fis-4538	117	14	layers	layer	NOUN
fis-4538	117	15	,	,	PUNCT
fis-4538	117	16	leading	lead	VERB
fis-4538	117	17	to	to	ADP
fis-4538	117	18	their	their	PRON
fis-4538	117	19	eventual	eventual	ADJ
fis-4538	117	20	fracture	fracture	NOUN
fis-4538	117	21	.	.	PUNCT
fis-4538	118	1	this	this	DET
fis-4538	118	2	type	type	NOUN
fis-4538	118	3	of	of	ADP
fis-4538	118	4	wear	wear	NOUN
fis-4538	118	5	is	be	AUX
fis-4538	118	6	known	know	VERB
fis-4538	118	7	as	as	ADP
fis-4538	118	8	adhesive	adhesive	ADJ
fis-4538	118	9	wear	wear	NOUN
fis-4538	118	10	,	,	PUNCT
fis-4538	118	11	where	where	SCONJ
fis-4538	118	12	the	the	DET
fis-4538	118	13	hard	hard	ADJ
fis-4538	118	14	particles	particle	NOUN
fis-4538	118	15	from	from	ADP
fis-4538	118	16	the	the	DET
fis-4538	118	17	tool	tool	NOUN
fis-4538	118	18	flank	flank	NOUN
fis-4538	118	19	adhere	adhere	ADV
fis-4538	118	20	to	to	ADP
fis-4538	118	21	the	the	DET
fis-4538	118	22	machined	machine	VERB
fis-4538	118	23	surface	surface	NOUN
fis-4538	118	24	and	and	CCONJ
fis-4538	118	25	cause	cause	VERB
fis-4538	118	26	friction	friction	NOUN
fis-4538	118	27	.	.	PUNCT
fis-4538	119	1	due	due	ADP
fis-4538	119	2	to	to	ADP
fis-4538	119	3	this	this	PRON
fis-4538	119	4	,	,	PUNCT
fis-4538	119	5	the	the	DET
fis-4538	119	6	coating	coat	VERB
fis-4538	119	7	layers	layer	NOUN
fis-4538	119	8	on	on	ADP
fis-4538	119	9	the	the	DET
fis-4538	119	10	tool	tool	NOUN
fis-4538	119	11	can	can	AUX
fis-4538	119	12	become	become	VERB
fis-4538	119	13	abraded	abrade	VERB
fis-4538	119	14	and	and	CCONJ
fis-4538	119	15	fractured	fractured	ADJ
fis-4538	119	16	.	.	PUNCT
fis-4538	120	1	this	this	PRON
fis-4538	120	2	indicates	indicate	VERB
fis-4538	120	3	that	that	SCONJ
fis-4538	120	4	at	at	ADP
fis-4538	120	5	higher	high	ADJ
fis-4538	120	6	cutting	cutting	NOUN
fis-4538	120	7	speeds	speed	NOUN
fis-4538	120	8	,	,	PUNCT
fis-4538	120	9	adhesion	adhesion	NOUN
fis-4538	120	10	becomes	become	VERB
fis-4538	120	11	a	a	DET
fis-4538	120	12	significant	significant	ADJ
fis-4538	120	13	factor	factor	NOUN
fis-4538	120	14	in	in	ADP
fis-4538	120	15	tool	tool	NOUN
fis-4538	120	16	wear	wear	NOUN
fis-4538	120	17	.	.	PUNCT
fis-4538	121	1	the	the	DET
fis-4538	121	2	presence	presence	NOUN
fis-4538	121	3	of	of	ADP
fis-4538	121	4	adhesion	adhesion	NOUN
fis-4538	121	5	suggests	suggest	VERB
fis-4538	121	6	that	that	SCONJ
fis-4538	121	7	the	the	DET
fis-4538	121	8	tool	tool	NOUN
fis-4538	121	9	and	and	CCONJ
fis-4538	121	10	workpiece	workpiece	NOUN
fis-4538	121	11	materials	material	NOUN
fis-4538	121	12	are	be	AUX
fis-4538	121	13	bonding	bond	VERB
fis-4538	121	14	together	together	ADV
fis-4538	121	15	during	during	ADP
fis-4538	121	16	the	the	DET
fis-4538	121	17	cutting	cutting	NOUN
fis-4538	121	18	process	process	NOUN
fis-4538	121	19	,	,	PUNCT
fis-4538	121	20	leading	lead	VERB
fis-4538	121	21	to	to	ADP
fis-4538	121	22	increased	increase	VERB
fis-4538	121	23	tool	tool	NOUN
fis-4538	121	24	wear	wear	NOUN
fis-4538	121	25	.	.	PUNCT
fis-4538	122	1	figure	figure	VERB
fis-4538	122	2	7	7	NUM
fis-4538	122	3	:	:	PUNCT
fis-4538	122	4	tool	tool	NOUN
fis-4538	122	5	images	image	NOUN
fis-4538	122	6	at	at	ADP
fis-4538	122	7	run	run	NOUN
fis-4538	122	8	r5	r5	PROPN
fis-4538	122	9	.	.	PUNCT
fis-4538	123	1	figure	figure	VERB
fis-4538	123	2	8	8	NUM
fis-4538	123	3	:	:	PUNCT
fis-4538	123	4	tool	tool	NOUN
fis-4538	123	5	images	image	NOUN
fis-4538	123	6	at	at	ADP
fis-4538	123	7	run	run	NOUN
fis-4538	123	8	r9	r9	NOUN
fis-4538	123	9	.	.	PUNCT
fis-4538	124	1	however	however	ADV
fis-4538	124	2	,	,	PUNCT
fis-4538	124	3	when	when	SCONJ
fis-4538	124	4	turning	turn	VERB
fis-4538	124	5	at	at	ADP
fis-4538	124	6	a	a	DET
fis-4538	124	7	lower	low	ADJ
fis-4538	124	8	cutting	cutting	NOUN
fis-4538	124	9	speed	speed	NOUN
fis-4538	124	10	,	,	PUNCT
fis-4538	124	11	pitting	pit	VERB
fis-4538	124	12	on	on	ADP
fis-4538	124	13	the	the	DET
fis-4538	124	14	tool	tool	NOUN
fis-4538	124	15	face	face	NOUN
fis-4538	124	16	with	with	ADP
fis-4538	124	17	metal	metal	NOUN
fis-4538	124	18	adhesion	adhesion	NOUN
fis-4538	124	19	was	be	AUX
fis-4538	124	20	found	find	VERB
fis-4538	124	21	as	as	ADP
fis-4538	124	22	a	a	DET
fis-4538	124	23	predominant	predominant	ADJ
fis-4538	124	24	wear	wear	NOUN
fis-4538	124	25	mechanism	mechanism	NOUN
fis-4538	124	26	.	.	PUNCT
fis-4538	125	1	figs	fig	NOUN
fis-4538	125	2	.	.	PUNCT
fis-4538	126	1	8	8	NUM
fis-4538	126	2	depict	depict	VERB
fis-4538	126	3	the	the	DET
fis-4538	126	4	tool	tool	NOUN
fis-4538	126	5	condition	condition	NOUN
fis-4538	126	6	when	when	SCONJ
fis-4538	126	7	turning	turn	VERB
fis-4538	126	8	a	a	DET
fis-4538	126	9	workpiece	workpiece	NOUN
fis-4538	126	10	at	at	ADP
fis-4538	126	11	run	run	NOUN
fis-4538	126	12	9	9	NUM
fis-4538	126	13	,	,	PUNCT
fis-4538	126	14	as	as	SCONJ
fis-4538	126	15	given	give	VERB
fis-4538	126	16	in	in	ADP
fis-4538	126	17	tab	tab	NOUN
fis-4538	126	18	.	.	PUNCT
fis-4538	127	1	2	2	X
fis-4538	127	2	.	.	X
fis-4538	127	3	in	in	ADP
fis-4538	127	4	this	this	DET
fis-4538	127	5	figure	figure	NOUN
fis-4538	127	6	,	,	PUNCT
fis-4538	127	7	severe	severe	ADJ
fis-4538	127	8	nose	nose	NOUN
fis-4538	127	9	damage	damage	NOUN
fis-4538	127	10	can	can	AUX
fis-4538	127	11	be	be	AUX
fis-4538	127	12	observed	observe	VERB
fis-4538	127	13	with	with	ADP
fis-4538	127	14	metal	metal	NOUN
fis-4538	127	15	adhesion	adhesion	NOUN
fis-4538	127	16	and	and	CCONJ
fis-4538	127	17	pitting	pitting	NOUN
fis-4538	127	18	.	.	PUNCT
fis-4538	128	1	fig	fig	NOUN
fis-4538	128	2	.	.	PUNCT
fis-4538	129	1	9	9	NUM
fis-4538	129	2	shows	show	VERB
fis-4538	129	3	fine	fine	ADJ
fis-4538	129	4	abrasion	abrasion	NOUN
fis-4538	129	5	marks	mark	NOUN
fis-4538	129	6	and	and	CCONJ
fis-4538	129	7	thinly	thinly	ADV
fis-4538	129	8	adhered	adhere	VERB
fis-4538	129	9	material	material	NOUN
fis-4538	129	10	on	on	ADP
fis-4538	129	11	a	a	DET
fis-4538	129	12	tool	tool	NOUN
fis-4538	129	13	that	that	PRON
fis-4538	129	14	depicts	depict	VERB
fis-4538	129	15	the	the	DET
fis-4538	129	16	tool	tool	NOUN
fis-4538	129	17	condition	condition	NOUN
fis-4538	129	18	when	when	SCONJ
fis-4538	129	19	turning	turn	VERB
fis-4538	129	20	at	at	ADP
fis-4538	129	21	run	run	NOUN
fis-4538	129	22	3	3	NUM
fis-4538	129	23	,	,	PUNCT
fis-4538	129	24	as	as	SCONJ
fis-4538	129	25	given	give	VERB
fis-4538	129	26	in	in	ADP
fis-4538	129	27	tab	tab	NOUN
fis-4538	129	28	.	.	PUNCT
fis-4538	130	1	2	2	X
fis-4538	130	2	.	.	X
fis-4538	130	3	fast	fast	ADV
fis-4538	130	4	-	-	PUNCT
fis-4538	130	5	flowing	flow	VERB
fis-4538	130	6	chips	chip	NOUN
fis-4538	130	7	cause	cause	VERB
fis-4538	130	8	tool	tool	NOUN
fis-4538	130	9	material	material	NOUN
fis-4538	130	10	fragmentation	fragmentation	NOUN
fis-4538	130	11	due	due	ADP
fis-4538	130	12	to	to	ADP
fis-4538	130	13	the	the	DET
fis-4538	130	14	loss	loss	NOUN
fis-4538	130	15	of	of	ADP
fis-4538	130	16	adhering	adhere	VERB
fis-4538	130	17	metal	metal	NOUN
fis-4538	130	18	from	from	ADP
fis-4538	130	19	the	the	DET
fis-4538	130	20	tool	tool	NOUN
fis-4538	130	21	surface	surface	NOUN
fis-4538	130	22	.	.	PUNCT
fis-4538	131	1	fig	fig	NOUN
fis-4538	131	2	.	.	PUNCT
fis-4538	132	1	9	9	NUM
fis-4538	132	2	shows	show	VERB
fis-4538	132	3	significant	significant	ADJ
fis-4538	132	4	nose	nose	NOUN
fis-4538	132	5	damage	damage	NOUN
fis-4538	132	6	and	and	CCONJ
fis-4538	132	7	pitting	pitting	NOUN
fis-4538	132	8	on	on	ADP
fis-4538	132	9	the	the	DET
fis-4538	132	10	rake	rake	NOUN
fis-4538	132	11	face	face	NOUN
fis-4538	132	12	,	,	PUNCT
fis-4538	132	13	suggesting	suggest	VERB
fis-4538	132	14	large	large	ADJ
fis-4538	132	15	tool	tool	NOUN
fis-4538	132	16	wear	wear	NOUN
fis-4538	132	17	.	.	PUNCT
fis-4538	133	1	however	however	ADV
fis-4538	133	2	,	,	PUNCT
fis-4538	133	3	severe	severe	ADJ
fis-4538	133	4	pitting	pitting	NOUN
fis-4538	133	5	and	and	CCONJ
fis-4538	133	6	metal	metal	NOUN
fis-4538	133	7	adhesion	adhesion	NOUN
fis-4538	133	8	on	on	ADP
fis-4538	133	9	the	the	DET
fis-4538	133	10	tool	tool	NOUN
fis-4538	133	11	flank	flank	NOUN
fis-4538	133	12	face	face	NOUN
fis-4538	133	13	,	,	PUNCT
fis-4538	133	14	as	as	SCONJ
fis-4538	133	15	shown	show	VERB
fis-4538	133	16	in	in	ADP
fis-4538	133	17	fig	fig	NOUN
fis-4538	133	18	.	.	PUNCT
fis-4538	134	1	10	10	NUM
fis-4538	134	2	,	,	PUNCT
fis-4538	134	3	reveal	reveal	VERB
fis-4538	134	4	that	that	DET
fis-4538	134	5	adhesion	adhesion	NOUN
fis-4538	134	6	as	as	ADP
fis-4538	134	7	a	a	DET
fis-4538	134	8	predominant	predominant	ADJ
fis-4538	134	9	wear	wear	NOUN
fis-4538	134	10	mechanism	mechanism	NOUN
fis-4538	134	11	.	.	PUNCT
fis-4538	135	1	the	the	DET
fis-4538	135	2	metal	metal	NOUN
fis-4538	135	3	attached	attach	VERB
fis-4538	135	4	to	to	ADP
fis-4538	135	5	the	the	DET
fis-4538	135	6	tool	tool	NOUN
fis-4538	135	7	surfaces	surface	NOUN
fis-4538	135	8	was	be	AUX
fis-4538	135	9	removed	remove	VERB
fis-4538	135	10	at	at	ADP
fis-4538	135	11	high	high	ADJ
fis-4538	135	12	sliding	slide	VERB
fis-4538	135	13	speed	speed	NOUN
fis-4538	135	14	,	,	PUNCT
fis-4538	135	15	resulting	result	VERB
fis-4538	135	16	in	in	ADP
fis-4538	135	17	the	the	DET
fis-4538	135	18	formation	formation	NOUN
fis-4538	135	19	of	of	ADP
fis-4538	135	20	shallow	shallow	ADJ
fis-4538	135	21	pockets	pocket	NOUN
fis-4538	135	22	,	,	PUNCT
fis-4538	135	23	as	as	SCONJ
fis-4538	135	24	depicted	depict	VERB
fis-4538	135	25	in	in	ADP
fis-4538	135	26	fig	fig	NOUN
fis-4538	135	27	.	.	PUNCT
fis-4538	136	1	10	10	NUM
fis-4538	136	2	(	(	PUNCT
fis-4538	136	3	run	run	VERB
fis-4538	136	4	10	10	NUM
fis-4538	136	5	)	)	PUNCT
fis-4538	136	6	.	.	PUNCT
fis-4538	137	1	figure	figure	VERB
fis-4538	137	2	9	9	NUM
fis-4538	137	3	:	:	PUNCT
fis-4538	137	4	tool	tool	NOUN
fis-4538	137	5	images	image	NOUN
fis-4538	137	6	at	at	ADP
fis-4538	137	7	run	run	VERB
fis-4538	137	8	r3	r3	PROPN
fis-4538	137	9	.	.	PUNCT
fis-4538	138	1	immediately	immediately	ADV
fis-4538	138	2	following	follow	VERB
fis-4538	138	3	the	the	DET
fis-4538	138	4	loss	loss	NOUN
fis-4538	138	5	of	of	ADP
fis-4538	138	6	the	the	DET
fis-4538	138	7	coating	coating	NOUN
fis-4538	138	8	layer(s	layer(s	NOUN
fis-4538	138	9	)	)	PUNCT
fis-4538	138	10	,	,	PUNCT
fis-4538	138	11	especially	especially	ADV
fis-4538	138	12	while	while	SCONJ
fis-4538	138	13	rotating	rotate	VERB
fis-4538	138	14	at	at	ADP
fis-4538	138	15	higher	high	ADJ
fis-4538	138	16	speeds	speed	NOUN
fis-4538	138	17	,	,	PUNCT
fis-4538	138	18	it	it	PRON
fis-4538	138	19	was	be	AUX
fis-4538	138	20	typical	typical	ADJ
fis-4538	138	21	to	to	PART
fis-4538	138	22	see	see	VERB
fis-4538	138	23	rapid	rapid	ADJ
fis-4538	138	24	degradation	degradation	NOUN
fis-4538	138	25	of	of	ADP
fis-4538	138	26	the	the	DET
fis-4538	138	27	cutting	cut	VERB
fis-4538	138	28	edge	edge	NOUN
fis-4538	138	29	that	that	PRON
fis-4538	138	30	finally	finally	ADV
fis-4538	138	31	resulted	result	VERB
fis-4538	138	32	in	in	ADP
fis-4538	138	33	catastrophic	catastrophic	ADJ
fis-4538	138	34	failure	failure	NOUN
fis-4538	138	35	.	.	PUNCT
fis-4538	139	1	on	on	ADP
fis-4538	139	2	the	the	DET
fis-4538	139	3	tool	tool	NOUN
fis-4538	139	4	faces	face	VERB
fis-4538	139	5	,	,	PUNCT
fis-4538	139	6	the	the	DET
fis-4538	139	7	coating	coating	NOUN
fis-4538	139	8	had	have	AUX
fis-4538	139	9	completely	completely	ADV
fis-4538	139	10	peeled	peel	VERB
fis-4538	139	11	off	off	ADP
fis-4538	139	12	,	,	PUNCT
fis-4538	139	13	and	and	CCONJ
fis-4538	139	14	the	the	DET
fis-4538	139	15	cutting	cut	VERB
fis-4538	139	16	edge	edge	NOUN
fis-4538	139	17	had	have	AUX
fis-4538	139	18	deformed	deform	VERB
fis-4538	139	19	plastically	plastically	NOUN
fis-4538	139	20	.	.	PUNCT
fis-4538	140	1	the	the	DET
fis-4538	140	2	higher	high	ADJ
fis-4538	140	3	cutting	cutting	NOUN
fis-4538	140	4	speeds	speed	NOUN
fis-4538	140	5	and	and	CCONJ
fis-4538	140	6	significant	significant	ADJ
fis-4538	140	7	compressive	compressive	ADJ
fis-4538	140	8	pressures	pressure	NOUN
fis-4538	140	9	s.	s.	PROPN
fis-4538	140	10	chinchanikar	chinchanikar	PROPN
fis-4538	140	11	et	et	PROPN
fis-4538	140	12	alii	alii	PROPN
fis-4538	140	13	,	,	PUNCT
fis-4538	140	14	frattura	frattura	PROPN
fis-4538	140	15	ed	ed	PROPN
fis-4538	140	16	integrità	integrità	PROPN
fis-4538	140	17	strutturale	strutturale	PROPN
fis-4538	140	18	,	,	PUNCT
fis-4538	140	19	67	67	NUM
fis-4538	140	20	(	(	PUNCT
fis-4538	140	21	2023	2023	NUM
fis-4538	140	22	)	)	PUNCT
fis-4538	140	23	176	176	NUM
fis-4538	140	24	-	-	SYM
fis-4538	140	25	191	191	NUM
fis-4538	140	26	;	;	PUNCT
fis-4538	140	27	doi	doi	NOUN
fis-4538	140	28	:	:	PUNCT
fis-4538	140	29	10.3221	10.3221	NUM
fis-4538	140	30	/	/	SYM
fis-4538	140	31	igf	igf	PROPN
fis-4538	140	32	-	-	PROPN
fis-4538	140	33	esis.67.13	esis.67.13	PROPN
fis-4538	140	34	182	182	NUM
fis-4538	140	35	caused	cause	VERB
fis-4538	140	36	the	the	DET
fis-4538	140	37	cutting	cutting	NOUN
fis-4538	140	38	edge	edge	NOUN
fis-4538	140	39	to	to	PART
fis-4538	140	40	distort	distort	VERB
fis-4538	140	41	plastically	plastically	ADV
fis-4538	140	42	.	.	PUNCT
fis-4538	141	1	the	the	DET
fis-4538	141	2	coating	coating	NOUN
fis-4538	141	3	was	be	AUX
fis-4538	141	4	removed	remove	VERB
fis-4538	141	5	due	due	ADP
fis-4538	141	6	to	to	ADP
fis-4538	141	7	the	the	DET
fis-4538	141	8	cracking	cracking	NOUN
fis-4538	141	9	of	of	ADP
fis-4538	141	10	adherent	adherent	ADJ
fis-4538	141	11	metal	metal	NOUN
fis-4538	141	12	on	on	ADP
fis-4538	141	13	the	the	DET
fis-4538	141	14	tool	tool	NOUN
fis-4538	141	15	surfaces	surface	NOUN
fis-4538	141	16	.	.	PUNCT
fis-4538	142	1	the	the	DET
fis-4538	142	2	outcome	outcome	NOUN
fis-4538	142	3	was	be	AUX
fis-4538	142	4	the	the	DET
fis-4538	142	5	creation	creation	NOUN
fis-4538	142	6	of	of	ADP
fis-4538	142	7	a	a	DET
fis-4538	142	8	rough	rough	ADJ
fis-4538	142	9	surface	surface	NOUN
fis-4538	142	10	at	at	ADP
fis-4538	142	11	the	the	DET
fis-4538	142	12	tool	tool	NOUN
fis-4538	142	13	faces	face	VERB
fis-4538	142	14	due	due	ADP
fis-4538	142	15	to	to	ADP
fis-4538	142	16	the	the	DET
fis-4538	142	17	fracture	fracture	NOUN
fis-4538	142	18	of	of	ADP
fis-4538	142	19	tiny	tiny	ADJ
fis-4538	142	20	tool	tool	NOUN
fis-4538	142	21	components	component	NOUN
fis-4538	142	22	that	that	PRON
fis-4538	142	23	were	be	AUX
fis-4538	142	24	taken	take	VERB
fis-4538	142	25	away	away	ADV
fis-4538	142	26	with	with	ADP
fis-4538	142	27	the	the	DET
fis-4538	142	28	chips	chip	NOUN
fis-4538	142	29	.	.	PUNCT
fis-4538	143	1	adhesion	adhesion	NOUN
fis-4538	143	2	and	and	CCONJ
fis-4538	143	3	pitting	pitting	NOUN
fis-4538	143	4	on	on	ADP
fis-4538	143	5	the	the	DET
fis-4538	143	6	substrate	substrate	NOUN
fis-4538	143	7	were	be	AUX
fis-4538	143	8	noticed	notice	VERB
fis-4538	143	9	as	as	ADP
fis-4538	143	10	prime	prime	ADJ
fis-4538	143	11	wear	wear	NOUN
fis-4538	143	12	mechanisms	mechanism	NOUN
fis-4538	143	13	.	.	PUNCT
fis-4538	144	1	when	when	SCONJ
fis-4538	144	2	the	the	DET
fis-4538	144	3	cutting	cutting	NOUN
fis-4538	144	4	was	be	AUX
fis-4538	144	5	continued	continue	VERB
fis-4538	144	6	with	with	ADP
fis-4538	144	7	a	a	DET
fis-4538	144	8	dull	dull	ADJ
fis-4538	144	9	(	(	PUNCT
fis-4538	144	10	fractured	fractured	ADJ
fis-4538	144	11	or	or	CCONJ
fis-4538	144	12	severely	severely	ADV
fis-4538	144	13	damaged	damage	VERB
fis-4538	144	14	)	)	PUNCT
fis-4538	144	15	cutting	cut	VERB
fis-4538	144	16	edge	edge	NOUN
fis-4538	144	17	,	,	PUNCT
fis-4538	144	18	it	it	PRON
fis-4538	144	19	underwent	undergo	VERB
fis-4538	144	20	plastic	plastic	ADJ
fis-4538	144	21	deformation	deformation	NOUN
fis-4538	144	22	because	because	SCONJ
fis-4538	144	23	of	of	ADP
fis-4538	144	24	the	the	DET
fis-4538	144	25	rise	rise	NOUN
fis-4538	144	26	in	in	ADP
fis-4538	144	27	loads	load	NOUN
fis-4538	144	28	and	and	CCONJ
fis-4538	144	29	cutting	cut	VERB
fis-4538	144	30	temperature	temperature	NOUN
fis-4538	144	31	.	.	PUNCT
fis-4538	145	1	figure	figure	NOUN
fis-4538	145	2	10	10	NUM
fis-4538	145	3	:	:	PUNCT
fis-4538	145	4	tool	tool	NOUN
fis-4538	145	5	images	image	NOUN
fis-4538	145	6	at	at	ADP
fis-4538	145	7	run	run	NOUN
fis-4538	145	8	r10	r10	NOUN
fis-4538	145	9	.	.	PUNCT
fis-4538	146	1	empirical	empirical	ADJ
fis-4538	146	2	flank	flank	NOUN
fis-4538	146	3	wear	wear	VERB
fis-4538	146	4	growth	growth	NOUN
fis-4538	146	5	model	model	NOUN
fis-4538	146	6	in	in	ADP
fis-4538	146	7	order	order	NOUN
fis-4538	146	8	to	to	PART
fis-4538	146	9	estimate	estimate	VERB
fis-4538	146	10	the	the	DET
fis-4538	146	11	flank	flank	NOUN
fis-4538	146	12	wear	wear	NOUN
fis-4538	146	13	,	,	PUNCT
fis-4538	146	14	an	an	DET
fis-4538	146	15	experimental	experimental	ADV
fis-4538	146	16	-	-	PUNCT
fis-4538	146	17	based	base	VERB
fis-4538	146	18	mathematical	mathematical	ADJ
fis-4538	146	19	model	model	NOUN
fis-4538	146	20	is	be	AUX
fis-4538	146	21	created	create	VERB
fis-4538	146	22	,	,	PUNCT
fis-4538	146	23	considering	consider	VERB
fis-4538	146	24	the	the	DET
fis-4538	146	25	machining	machining	NOUN
fis-4538	146	26	time	time	NOUN
fis-4538	146	27	and	and	CCONJ
fis-4538	146	28	the	the	DET
fis-4538	146	29	impact	impact	NOUN
fis-4538	146	30	of	of	ADP
fis-4538	146	31	the	the	DET
fis-4538	146	32	cutting	cut	VERB
fis-4538	146	33	parameters	parameter	NOUN
fis-4538	146	34	.	.	PUNCT
fis-4538	147	1	a	a	DET
fis-4538	147	2	flank	flank	NOUN
fis-4538	147	3	wear	wear	NOUN
fis-4538	147	4	growth	growth	NOUN
fis-4538	147	5	model	model	NOUN
fis-4538	147	6	is	be	AUX
fis-4538	147	7	created	create	VERB
fis-4538	147	8	using	use	VERB
fis-4538	147	9	214	214	NUM
fis-4538	147	10	observations	observation	NOUN
fis-4538	147	11	of	of	ADP
fis-4538	147	12	flank	flank	NOUN
fis-4538	147	13	wear	wear	NOUN
fis-4538	147	14	growth	growth	NOUN
fis-4538	147	15	gathered	gather	VERB
fis-4538	147	16	under	under	ADP
fis-4538	147	17	different	different	ADJ
fis-4538	147	18	cutting	cutting	NOUN
fis-4538	147	19	conditions	condition	NOUN
fis-4538	147	20	(	(	PUNCT
fis-4538	147	21	figs	fig	NOUN
fis-4538	147	22	.	.	X
fis-4538	148	1	3	3	NUM
fis-4538	148	2	and	and	CCONJ
fis-4538	148	3	4	4	NUM
fis-4538	148	4	)	)	PUNCT
fis-4538	148	5	.	.	PUNCT
fis-4538	149	1	experimental	experimental	ADJ
fis-4538	149	2	flank	flank	NOUN
fis-4538	149	3	wear	wear	NOUN
fis-4538	149	4	observations	observation	NOUN
fis-4538	149	5	were	be	AUX
fis-4538	149	6	used	use	VERB
fis-4538	149	7	to	to	PART
fis-4538	149	8	calibrate	calibrate	VERB
fis-4538	149	9	the	the	DET
fis-4538	149	10	models	model	NOUN
fis-4538	149	11	.	.	PUNCT
fis-4538	150	1	datafit	datafit	NOUN
fis-4538	150	2	software	software	NOUN
fis-4538	150	3	was	be	AUX
fis-4538	150	4	used	use	VERB
fis-4538	150	5	to	to	PART
fis-4538	150	6	find	find	VERB
fis-4538	150	7	the	the	DET
fis-4538	150	8	unknown	unknown	ADJ
fis-4538	150	9	coefficients	coefficient	NOUN
fis-4538	150	10	and	and	CCONJ
fis-4538	150	11	exponents	exponent	NOUN
fis-4538	150	12	of	of	ADP
fis-4538	150	13	a	a	DET
fis-4538	150	14	model	model	NOUN
fis-4538	150	15	by	by	ADP
fis-4538	150	16	reducing	reduce	VERB
fis-4538	150	17	the	the	DET
fis-4538	150	18	least	least	ADJ
fis-4538	150	19	square	square	ADJ
fis-4538	150	20	error	error	NOUN
fis-4538	150	21	between	between	ADP
fis-4538	150	22	anticipated	anticipate	VERB
fis-4538	150	23	and	and	CCONJ
fis-4538	150	24	experimental	experimental	ADJ
fis-4538	150	25	flank	flank	NOUN
fis-4538	150	26	wear	wear	NOUN
fis-4538	150	27	.	.	PUNCT
fis-4538	151	1	final	final	ADJ
fis-4538	151	2	flank	flank	NOUN
fis-4538	151	3	wear	wear	NOUN
fis-4538	151	4	growth	growth	NOUN
fis-4538	151	5	equation	equation	NOUN
fis-4538	151	6	is	be	AUX
fis-4538	151	7	shown	show	VERB
fis-4538	151	8	by	by	ADP
fis-4538	151	9	eqn	eqn	PROPN
fis-4538	151	10	.	.	PUNCT
fis-4538	152	1	(	(	PUNCT
fis-4538	152	2	1	1	NUM
fis-4538	152	3	)	)	PUNCT
fis-4538	152	4	.	.	PUNCT
fis-4538	153	1	0.7758	0.7758	NUM
fis-4538	153	2	0.4541	0.4541	NUM
fis-4538	153	3	0.2647	0.2647	NUM
fis-4538	153	4	0.74660.00109vb	0.74660.00109vb	NOUN
fis-4538	153	5	v	v	NOUN
fis-4538	153	6	f	f	X
fis-4538	153	7	d	d	NOUN
fis-4538	153	8	t	t	PROPN
fis-4538	153	9	(	(	PUNCT
fis-4538	153	10	1	1	X
fis-4538	153	11	)	)	PUNCT
fis-4538	153	12	figure	figure	NOUN
fis-4538	153	13	11	11	NUM
fis-4538	153	14	:	:	PUNCT
fis-4538	153	15	anticipated	anticipate	VERB
fis-4538	153	16	and	and	CCONJ
fis-4538	153	17	experimental	experimental	ADJ
fis-4538	153	18	flank	flank	NOUN
fis-4538	153	19	wear	wear	VERB
fis-4538	153	20	values	value	NOUN
fis-4538	153	21	when	when	SCONJ
fis-4538	153	22	turning	turn	VERB
fis-4538	153	23	aisi	aisi	PROPN
fis-4538	153	24	304	304	NUM
fis-4538	153	25	stainless	stainless	ADJ
fis-4538	153	26	steel	steel	NOUN
fis-4538	153	27	.	.	PUNCT
fis-4538	154	1	the	the	DET
fis-4538	154	2	flank	flank	NOUN
fis-4538	154	3	wear	wear	NOUN
fis-4538	154	4	growth	growth	NOUN
fis-4538	154	5	was	be	AUX
fis-4538	154	6	predicted	predict	VERB
fis-4538	154	7	using	use	VERB
fis-4538	154	8	eqn	eqn	NOUN
fis-4538	154	9	.	.	PUNCT
fis-4538	155	1	(	(	PUNCT
fis-4538	155	2	1	1	NUM
fis-4538	155	3	)	)	PUNCT
fis-4538	155	4	.	.	PUNCT
fis-4538	156	1	fig	fig	NOUN
fis-4538	156	2	.	.	PUNCT
fis-4538	157	1	11	11	NUM
fis-4538	157	2	displays	display	VERB
fis-4538	157	3	a	a	DET
fis-4538	157	4	plot	plot	NOUN
fis-4538	157	5	of	of	ADP
fis-4538	157	6	experimental	experimental	ADJ
fis-4538	157	7	and	and	CCONJ
fis-4538	157	8	anticipated	anticipate	VERB
fis-4538	157	9	flank	flank	NOUN
fis-4538	157	10	wear	wear	NOUN
fis-4538	157	11	at	at	ADP
fis-4538	157	12	several	several	ADJ
fis-4538	157	13	cutting	cutting	NOUN
fis-4538	157	14	conditions	condition	NOUN
fis-4538	157	15	.	.	PUNCT
fis-4538	158	1	because	because	SCONJ
fis-4538	158	2	the	the	DET
fis-4538	158	3	correlation	correlation	NOUN
fis-4538	158	4	coefficient	coefficient	NOUN
fis-4538	158	5	achieved	achieve	VERB
fis-4538	158	6	between	between	ADP
fis-4538	158	7	the	the	DET
fis-4538	158	8	experimental	experimental	ADJ
fis-4538	158	9	and	and	CCONJ
fis-4538	158	10	anticipated	anticipated	ADJ
fis-4538	158	11	values	value	NOUN
fis-4538	158	12	was	be	AUX
fis-4538	158	13	0.935	0.935	NUM
fis-4538	158	14	,	,	PUNCT
fis-4538	158	15	the	the	DET
fis-4538	158	16	proposed	propose	VERB
fis-4538	158	17	equation	equation	NOUN
fis-4538	158	18	may	may	AUX
fis-4538	158	19	be	be	AUX
fis-4538	158	20	utilized	utilize	VERB
fis-4538	158	21	to	to	PART
fis-4538	158	22	analyze	analyze	VERB
fis-4538	158	23	the	the	DET
fis-4538	158	24	flank	flank	NOUN
fis-4538	158	25	wear	wear	VERB
fis-4538	158	26	growth	growth	NOUN
fis-4538	158	27	for	for	ADP
fis-4538	158	28	a	a	DET
fis-4538	158	29	specified	specify	VERB
fis-4538	158	30	tool	tool	NOUN
fis-4538	158	31	-	-	PUNCT
fis-4538	158	32	workpiece	workpiece	NOUN
fis-4538	158	33	pairing	pairing	NOUN
fis-4538	158	34	in	in	ADP
fis-4538	158	35	turning	turn	VERB
fis-4538	158	36	.	.	PUNCT
fis-4538	159	1	all	all	DET
fis-4538	159	2	the	the	DET
fis-4538	159	3	points	point	NOUN
fis-4538	159	4	can	can	AUX
fis-4538	159	5	be	be	AUX
fis-4538	159	6	seen	see	VERB
fis-4538	159	7	nearly	nearly	ADV
fis-4538	159	8	falling	fall	VERB
fis-4538	159	9	on	on	ADP
fis-4538	159	10	a	a	DET
fis-4538	159	11	line	line	NOUN
fis-4538	159	12	with	with	ADP
fis-4538	159	13	a	a	DET
fis-4538	159	14	slope	slope	NOUN
fis-4538	159	15	of	of	ADP
fis-4538	159	16	45	45	NUM
fis-4538	159	17	°	°	NOUN
fis-4538	159	18	.	.	PUNCT
fis-4538	159	19	to	to	PART
fis-4538	159	20	properly	properly	ADV
fis-4538	159	21	comprehend	comprehend	VERB
fis-4538	159	22	the	the	DET
fis-4538	159	23	impact	impact	NOUN
fis-4538	159	24	of	of	ADP
fis-4538	159	25	a	a	DET
fis-4538	159	26	particular	particular	ADJ
fis-4538	159	27	input	input	NOUN
fis-4538	159	28	parameter	parameter	NOUN
fis-4538	159	29	on	on	ADP
fis-4538	159	30	flank	flank	NOUN
fis-4538	159	31	wear	wear	NOUN
fis-4538	159	32	,	,	PUNCT
fis-4538	159	33	the	the	DET
fis-4538	159	34	established	establish	VERB
fis-4538	159	35	equations	equation	NOUN
fis-4538	159	36	were	be	AUX
fis-4538	159	37	simplified	simplify	VERB
fis-4538	159	38	to	to	ADP
fis-4538	159	39	a	a	DET
fis-4538	159	40	two	two	NUM
fis-4538	159	41	-	-	PUNCT
fis-4538	159	42	parameter	parameter	NOUN
fis-4538	159	43	level	level	NOUN
fis-4538	159	44	.	.	PUNCT
fis-4538	160	1	this	this	DET
fis-4538	160	2	simplification	simplification	NOUN
fis-4538	160	3	allowed	allow	VERB
fis-4538	160	4	for	for	ADP
fis-4538	160	5	a	a	DET
fis-4538	160	6	more	more	ADV
fis-4538	160	7	efficient	efficient	ADJ
fis-4538	160	8	analysis	analysis	NOUN
fis-4538	160	9	of	of	ADP
fis-4538	160	10	each	each	DET
fis-4538	160	11	input	input	NOUN
fis-4538	160	12	parameter	parameter	NOUN
fis-4538	160	13	on	on	ADP
fis-4538	160	14	flank	flank	NOUN
fis-4538	160	15	wear	wear	NOUN
fis-4538	160	16	,	,	PUNCT
fis-4538	160	17	leading	lead	VERB
fis-4538	160	18	to	to	ADP
fis-4538	160	19	a	a	DET
fis-4538	160	20	clearer	clear	ADJ
fis-4538	160	21	understanding	understanding	NOUN
fis-4538	160	22	of	of	ADP
fis-4538	160	23	their	their	PRON
fis-4538	160	24	influence	influence	NOUN
fis-4538	160	25	.	.	PUNCT
fis-4538	161	1	the	the	DET
fis-4538	161	2	computed	compute	VERB
fis-4538	161	3	flank	flank	NOUN
fis-4538	161	4	wear	wear	VERB
fis-4538	161	5	values	value	NOUN
fis-4538	161	6	and	and	CCONJ
fis-4538	161	7	the	the	DET
fis-4538	161	8	matching	match	VERB
fis-4538	161	9	input	input	NOUN
fis-4538	161	10	parameter	parameter	NOUN
fis-4538	162	1	are	be	AUX
fis-4538	162	2	presented	present	VERB
fis-4538	162	3	on	on	ADP
fis-4538	162	4	graphs	graph	NOUN
fis-4538	162	5	.	.	PUNCT
fis-4538	163	1	figs	fig	NOUN
fis-4538	163	2	.	.	PUNCT
fis-4538	164	1	12	12	NUM
fis-4538	164	2	illustrate	illustrate	VERB
fis-4538	164	3	how	how	SCONJ
fis-4538	164	4	cutting	cut	VERB
fis-4538	164	5	parameters	parameter	NOUN
fis-4538	164	6	affect	affect	VERB
fis-4538	164	7	the	the	DET
fis-4538	164	8	development	development	NOUN
fis-4538	164	9	of	of	ADP
fis-4538	164	10	flank	flank	NOUN
fis-4538	164	11	wear	wear	NOUN
fis-4538	164	12	for	for	ADP
fis-4538	164	13	machining	machining	NOUN
fis-4538	164	14	durations	duration	NOUN
fis-4538	164	15	of	of	ADP
fis-4538	164	16	5	5	NUM
fis-4538	164	17	and	and	CCONJ
fis-4538	164	18	15	15	NUM
fis-4538	164	19	minutes	minute	NOUN
fis-4538	164	20	.	.	PUNCT
fis-4538	165	1	the	the	DET
fis-4538	165	2	amount	amount	NOUN
fis-4538	165	3	of	of	ADP
fis-4538	165	4	tool	tool	NOUN
fis-4538	165	5	wear	wear	NOUN
fis-4538	165	6	is	be	AUX
fis-4538	165	7	influenced	influence	VERB
fis-4538	165	8	by	by	ADP
fis-4538	165	9	cutting	cut	VERB
fis-4538	165	10	time	time	NOUN
fis-4538	165	11	,	,	PUNCT
fis-4538	165	12	cutting	cut	VERB
fis-4538	165	13	parameters	parameter	NOUN
fis-4538	165	14	,	,	PUNCT
fis-4538	165	15	workpiece	workpiece	NOUN
fis-4538	165	16	-	-	PUNCT
fis-4538	165	17	tool	tool	NOUN
fis-4538	165	18	combination	combination	NOUN
fis-4538	165	19	,	,	PUNCT
fis-4538	165	20	cooling	cool	VERB
fis-4538	165	21	methods	method	NOUN
fis-4538	165	22	,	,	PUNCT
fis-4538	165	23	etc	etc	X
fis-4538	165	24	.	.	X
fis-4538	166	1	it	it	PRON
fis-4538	166	2	is	be	AUX
fis-4538	166	3	frequently	frequently	ADV
fis-4538	166	4	observed	observe	VERB
fis-4538	166	5	that	that	SCONJ
fis-4538	166	6	tool	tool	NOUN
fis-4538	166	7	wear	wear	VERB
fis-4538	166	8	rises	rise	NOUN
fis-4538	166	9	as	as	ADP
fis-4538	166	10	cutting	cut	VERB
fis-4538	166	11	parameters	parameter	NOUN
fis-4538	166	12	increase	increase	VERB
fis-4538	166	13	.	.	PUNCT
fis-4538	167	1	the	the	DET
fis-4538	167	2	flank	flank	NOUN
fis-4538	167	3	wear	wear	NOUN
fis-4538	167	4	does	do	AUX
fis-4538	167	5	indeed	indeed	ADV
fis-4538	167	6	rise	rise	VERB
fis-4538	167	7	pronounceably	pronounceably	ADV
fis-4538	167	8	with	with	ADP
fis-4538	167	9	the	the	DET
fis-4538	167	10	cutting	cut	VERB
fis-4538	167	11	speed	speed	NOUN
fis-4538	167	12	and	and	CCONJ
fis-4538	167	13	cutting	cutting	NOUN
fis-4538	167	14	time	time	NOUN
fis-4538	167	15	,	,	PUNCT
fis-4538	167	16	as	as	SCONJ
fis-4538	167	17	seen	see	VERB
fis-4538	167	18	in	in	ADP
fis-4538	167	19	fig	fig	NOUN
fis-4538	167	20	.	.	PUNCT
fis-4538	168	1	12	12	NUM
fis-4538	168	2	.	.	PUNCT
fis-4538	169	1	this	this	PRON
fis-4538	169	2	is	be	AUX
fis-4538	169	3	supported	support	VERB
fis-4538	169	4	by	by	ADP
fis-4538	169	5	the	the	DET
fis-4538	169	6	fact	fact	NOUN
fis-4538	169	7	that	that	SCONJ
fis-4538	169	8	the	the	DET
fis-4538	169	9	exponent	exponent	NOUN
fis-4538	169	10	for	for	ADP
fis-4538	169	11	cutting	cut	VERB
fis-4538	169	12	speed	speed	NOUN
fis-4538	169	13	is	be	AUX
fis-4538	169	14	greater	great	ADJ
fis-4538	169	15	than	than	ADP
fis-4538	169	16	the	the	DET
fis-4538	169	17	other	other	ADJ
fis-4538	169	18	parameters	parameter	NOUN
fis-4538	169	19	,	,	PUNCT
fis-4538	169	20	as	as	SCONJ
fis-4538	169	21	seen	see	VERB
fis-4538	169	22	in	in	ADP
fis-4538	169	23	eqn	eqn	NOUN
fis-4538	169	24	.	.	PUNCT
fis-4538	170	1	(	(	PUNCT
fis-4538	170	2	1	1	NUM
fis-4538	170	3	)	)	PUNCT
fis-4538	170	4	.	.	PUNCT
fis-4538	171	1	however	however	ADV
fis-4538	171	2	,	,	PUNCT
fis-4538	171	3	the	the	DET
fis-4538	171	4	exponent	exponent	NOUN
fis-4538	171	5	values	value	NOUN
fis-4538	171	6	do	do	AUX
fis-4538	171	7	not	not	PART
fis-4538	171	8	differ	differ	VERB
fis-4538	171	9	much	much	ADJ
fis-4538	171	10	s.	s.	PROPN
fis-4538	171	11	chinchanikar	chinchanikar	PROPN
fis-4538	171	12	et	et	PROPN
fis-4538	171	13	alii	alii	PROPN
fis-4538	171	14	,	,	PUNCT
fis-4538	171	15	frattura	frattura	PROPN
fis-4538	171	16	ed	ed	PROPN
fis-4538	171	17	integrità	integrità	PROPN
fis-4538	171	18	strutturale	strutturale	PROPN
fis-4538	171	19	,	,	PUNCT
fis-4538	171	20	67	67	NUM
fis-4538	171	21	(	(	PUNCT
fis-4538	171	22	2023	2023	NUM
fis-4538	171	23	)	)	PUNCT
fis-4538	171	24	176	176	NUM
fis-4538	171	25	-	-	SYM
fis-4538	171	26	191	191	NUM
fis-4538	171	27	;	;	PUNCT
fis-4538	171	28	doi	doi	NOUN
fis-4538	171	29	:	:	PUNCT
fis-4538	171	30	10.3221	10.3221	NUM
fis-4538	171	31	/	/	SYM
fis-4538	171	32	igf	igf	PROPN
fis-4538	171	33	-	-	NOUN
fis-4538	171	34	esis.67.13	esis.67.13	PROPN
fis-4538	171	35	183	183	NUM
fis-4538	171	36	for	for	ADP
fis-4538	171	37	the	the	DET
fis-4538	171	38	cutting	cut	VERB
fis-4538	171	39	speed	speed	NOUN
fis-4538	171	40	and	and	CCONJ
fis-4538	171	41	machining	machining	NOUN
fis-4538	171	42	time	time	NOUN
fis-4538	171	43	.	.	PUNCT
fis-4538	172	1	the	the	DET
fis-4538	172	2	generation	generation	NOUN
fis-4538	172	3	of	of	ADP
fis-4538	172	4	higher	high	ADJ
fis-4538	172	5	cutting	cut	VERB
fis-4538	172	6	temperatures	temperature	NOUN
fis-4538	172	7	,	,	PUNCT
fis-4538	172	8	which	which	PRON
fis-4538	172	9	increase	increase	VERB
fis-4538	172	10	flank	flank	ADJ
fis-4538	172	11	wear	wear	NOUN
fis-4538	172	12	rate	rate	NOUN
fis-4538	172	13	,	,	PUNCT
fis-4538	172	14	may	may	AUX
fis-4538	172	15	be	be	AUX
fis-4538	172	16	the	the	DET
fis-4538	172	17	cause	cause	NOUN
fis-4538	172	18	of	of	ADP
fis-4538	172	19	the	the	DET
fis-4538	172	20	rise	rise	NOUN
fis-4538	172	21	in	in	ADP
fis-4538	172	22	flank	flank	ADJ
fis-4538	172	23	wear	wear	NOUN
fis-4538	172	24	with	with	ADP
fis-4538	172	25	higher	high	ADJ
fis-4538	172	26	cutting	cutting	NOUN
fis-4538	172	27	speeds	speed	NOUN
fis-4538	172	28	and	and	CCONJ
fis-4538	172	29	cutting	cut	VERB
fis-4538	172	30	duration	duration	NOUN
fis-4538	172	31	.	.	PUNCT
fis-4538	173	1	figure	figure	NOUN
fis-4538	173	2	12	12	NUM
fis-4538	173	3	:	:	PUNCT
fis-4538	173	4	flank	flank	NOUN
fis-4538	173	5	wear	wear	NOUN
fis-4538	173	6	at	at	ADP
fis-4538	173	7	different	different	ADJ
fis-4538	173	8	machining	machining	NOUN
fis-4538	173	9	times	time	NOUN
fis-4538	173	10	varying	vary	VERB
fis-4538	173	11	with	with	ADP
fis-4538	173	12	cutting	cut	VERB
fis-4538	173	13	speed	speed	NOUN
fis-4538	173	14	,	,	PUNCT
fis-4538	173	15	feed	feed	NOUN
fis-4538	173	16	,	,	PUNCT
fis-4538	173	17	and	and	CCONJ
fis-4538	173	18	depth	depth	NOUN
fis-4538	173	19	of	of	ADP
fis-4538	173	20	cut	cut	NOUN
fis-4538	173	21	.	.	PUNCT
fis-4538	174	1	artificial	artificial	ADJ
fis-4538	174	2	neural	neural	ADJ
fis-4538	174	3	network	network	NOUN
fis-4538	174	4	(	(	PUNCT
fis-4538	174	5	ann	ann	PROPN
fis-4538	174	6	)	)	PUNCT
fis-4538	174	7	flank	flank	NOUN
fis-4538	174	8	wear	wear	VERB
fis-4538	174	9	growth	growth	NOUN
fis-4538	174	10	model	model	NOUN
fis-4538	174	11	a	a	DET
fis-4538	174	12	computer	computer	NOUN
fis-4538	174	13	method	method	NOUN
fis-4538	174	14	called	call	VERB
fis-4538	174	15	an	an	DET
fis-4538	174	16	artificial	artificial	ADJ
fis-4538	174	17	neural	neural	ADJ
fis-4538	174	18	network	network	NOUN
fis-4538	174	19	(	(	PUNCT
fis-4538	174	20	ann	ann	PROPN
fis-4538	174	21	)	)	PUNCT
fis-4538	174	22	can	can	AUX
fis-4538	174	23	simulate	simulate	VERB
fis-4538	174	24	connections	connection	NOUN
fis-4538	174	25	between	between	ADP
fis-4538	174	26	input	input	NOUN
fis-4538	174	27	parameters	parameter	NOUN
fis-4538	174	28	and	and	CCONJ
fis-4538	174	29	output	output	NOUN
fis-4538	174	30	responses	response	NOUN
fis-4538	174	31	.	.	PUNCT
fis-4538	175	1	multilayer	multilayer	PROPN
fis-4538	175	2	perceptron	perceptron	PROPN
fis-4538	175	3	,	,	PUNCT
fis-4538	175	4	or	or	CCONJ
fis-4538	175	5	mlp	mlp	NOUN
fis-4538	175	6	,	,	PUNCT
fis-4538	175	7	is	be	AUX
fis-4538	175	8	the	the	DET
fis-4538	175	9	name	name	NOUN
fis-4538	175	10	of	of	ADP
fis-4538	175	11	a	a	DET
fis-4538	175	12	fully	fully	ADV
fis-4538	175	13	linked	link	VERB
fis-4538	175	14	multi	multi	ADJ
fis-4538	175	15	-	-	ADJ
fis-4538	175	16	layer	layer	ADJ
fis-4538	175	17	neural	neural	ADJ
fis-4538	175	18	network	network	NOUN
fis-4538	175	19	.	.	PUNCT
fis-4538	176	1	a	a	DET
fis-4538	176	2	typical	typical	ADJ
fis-4538	176	3	feedforward	feedforward	ADJ
fis-4538	176	4	artificial	artificial	ADJ
fis-4538	176	5	neural	neural	ADJ
fis-4538	176	6	network	network	NOUN
fis-4538	176	7	is	be	AUX
fis-4538	176	8	an	an	DET
fis-4538	176	9	mlp	mlp	NOUN
fis-4538	176	10	.	.	PUNCT
fis-4538	177	1	the	the	DET
fis-4538	177	2	direction	direction	NOUN
fis-4538	177	3	of	of	ADP
fis-4538	177	4	information	information	NOUN
fis-4538	177	5	flow	flow	NOUN
fis-4538	177	6	in	in	ADP
fis-4538	177	7	feedforward	feedforward	ADJ
fis-4538	177	8	propagation	propagation	NOUN
fis-4538	177	9	is	be	AUX
fis-4538	177	10	forward	forward	ADV
fis-4538	177	11	.	.	PUNCT
fis-4538	178	1	in	in	ADP
fis-4538	178	2	the	the	DET
fis-4538	178	3	hidden	hide	VERB
fis-4538	178	4	layer	layer	NOUN
fis-4538	178	5	,	,	PUNCT
fis-4538	178	6	the	the	DET
fis-4538	178	7	input	input	NOUN
fis-4538	178	8	is	be	AUX
fis-4538	178	9	utilized	utilize	VERB
fis-4538	178	10	to	to	PART
fis-4538	178	11	create	create	VERB
fis-4538	178	12	an	an	DET
fis-4538	178	13	intermediate	intermediate	ADJ
fis-4538	178	14	function	function	NOUN
fis-4538	178	15	,	,	PUNCT
fis-4538	178	16	which	which	PRON
fis-4538	178	17	is	be	AUX
fis-4538	178	18	subsequently	subsequently	ADV
fis-4538	178	19	used	use	VERB
fis-4538	178	20	to	to	PART
fis-4538	178	21	generate	generate	VERB
fis-4538	178	22	an	an	DET
fis-4538	178	23	output	output	NOUN
fis-4538	178	24	.	.	PUNCT
fis-4538	179	1	fig	fig	NOUN
fis-4538	179	2	.	.	PUNCT
fis-4538	180	1	13	13	NUM
fis-4538	180	2	is	be	AUX
fis-4538	180	3	an	an	DET
fis-4538	180	4	example	example	NOUN
fis-4538	180	5	of	of	ADP
fis-4538	180	6	a	a	DET
fis-4538	180	7	common	common	ADJ
fis-4538	180	8	mlp	mlp	NOUN
fis-4538	180	9	design	design	NOUN
fis-4538	180	10	that	that	PRON
fis-4538	180	11	is	be	AUX
fis-4538	180	12	in	in	ADP
fis-4538	180	13	use	use	NOUN
fis-4538	180	14	.	.	PUNCT
fis-4538	181	1	mlp	mlp	NOUN
fis-4538	181	2	is	be	AUX
fis-4538	181	3	characterized	characterize	VERB
fis-4538	181	4	by	by	ADP
fis-4538	181	5	three	three	NUM
fis-4538	181	6	different	different	ADJ
fis-4538	181	7	layers	layer	NOUN
fis-4538	181	8	namely	namely	ADV
fis-4538	181	9	input	input	VERB
fis-4538	181	10	layer	layer	NOUN
fis-4538	181	11	,	,	PUNCT
fis-4538	181	12	hidden	hide	VERB
fis-4538	181	13	layer	layer	NOUN
fis-4538	181	14	,	,	PUNCT
fis-4538	181	15	and	and	CCONJ
fis-4538	181	16	output	output	NOUN
fis-4538	181	17	layer	layer	NOUN
fis-4538	181	18	which	which	PRON
fis-4538	181	19	consist	consist	VERB
fis-4538	181	20	of	of	ADP
fis-4538	181	21	an	an	DET
fis-4538	181	22	interconnected	interconnected	ADJ
fis-4538	181	23	group	group	NOUN
fis-4538	181	24	of	of	ADP
fis-4538	181	25	artificial	artificial	ADJ
fis-4538	181	26	neurons	neuron	NOUN
fis-4538	181	27	.	.	PUNCT
fis-4538	182	1	the	the	DET
fis-4538	182	2	number	number	NOUN
fis-4538	182	3	of	of	ADP
fis-4538	182	4	neurons	neuron	NOUN
fis-4538	182	5	present	present	ADJ
fis-4538	182	6	in	in	ADP
fis-4538	182	7	the	the	DET
fis-4538	182	8	input	input	NOUN
fis-4538	182	9	layer	layer	NOUN
fis-4538	182	10	and	and	CCONJ
fis-4538	182	11	output	output	NOUN
fis-4538	182	12	layer	layer	NOUN
fis-4538	182	13	is	be	AUX
fis-4538	182	14	equal	equal	ADJ
fis-4538	182	15	to	to	ADP
fis-4538	182	16	the	the	DET
fis-4538	182	17	number	number	NOUN
fis-4538	182	18	of	of	ADP
fis-4538	182	19	input	input	NOUN
fis-4538	182	20	variables	variable	NOUN
fis-4538	182	21	and	and	CCONJ
fis-4538	182	22	corresponding	corresponding	ADJ
fis-4538	182	23	output	output	NOUN
fis-4538	182	24	values	value	NOUN
fis-4538	182	25	.	.	PUNCT
fis-4538	183	1	figure	figure	VERB
fis-4538	183	2	13	13	NUM
fis-4538	183	3	:	:	PUNCT
fis-4538	183	4	typical	typical	ADJ
fis-4538	183	5	ann	ann	PROPN
fis-4538	183	6	architecture	architecture	NOUN
fis-4538	183	7	.	.	PUNCT
fis-4538	184	1	the	the	DET
fis-4538	184	2	domain	domain	NOUN
fis-4538	184	3	provides	provide	VERB
fis-4538	184	4	raw	raw	ADJ
fis-4538	184	5	input	input	NOUN
fis-4538	184	6	to	to	ADP
fis-4538	184	7	the	the	DET
fis-4538	184	8	input	input	NOUN
fis-4538	184	9	layer	layer	NOUN
fis-4538	184	10	.	.	PUNCT
fis-4538	185	1	at	at	ADP
fis-4538	185	2	this	this	DET
fis-4538	185	3	layer	layer	NOUN
fis-4538	185	4	,	,	PUNCT
fis-4538	185	5	no	no	DET
fis-4538	185	6	calculation	calculation	NOUN
fis-4538	185	7	is	be	AUX
fis-4538	185	8	done	do	VERB
fis-4538	185	9	.	.	PUNCT
fis-4538	186	1	here	here	ADV
fis-4538	186	2	,	,	PUNCT
fis-4538	186	3	neurons	neuron	NOUN
fis-4538	186	4	only	only	ADV
fis-4538	186	5	transmit	transmit	VERB
fis-4538	186	6	data	datum	NOUN
fis-4538	186	7	to	to	ADP
fis-4538	186	8	the	the	DET
fis-4538	186	9	hidden	hide	VERB
fis-4538	186	10	layer	layer	NOUN
fis-4538	186	11	.	.	PUNCT
fis-4538	187	1	the	the	DET
fis-4538	187	2	neurons	neuron	NOUN
fis-4538	187	3	that	that	PRON
fis-4538	187	4	make	make	VERB
fis-4538	187	5	up	up	ADP
fis-4538	187	6	the	the	DET
fis-4538	187	7	hidden	hide	VERB
fis-4538	187	8	layer	layer	NOUN
fis-4538	187	9	are	be	AUX
fis-4538	187	10	opaque	opaque	ADJ
fis-4538	187	11	to	to	ADP
fis-4538	187	12	the	the	DET
fis-4538	187	13	outside	outside	ADJ
fis-4538	187	14	world	world	NOUN
fis-4538	187	15	and	and	CCONJ
fis-4538	187	16	offer	offer	VERB
fis-4538	187	17	the	the	DET
fis-4538	187	18	neural	neural	ADJ
fis-4538	187	19	network	network	NOUN
fis-4538	187	20	abstraction	abstraction	NOUN
fis-4538	187	21	.	.	PUNCT
fis-4538	188	1	the	the	DET
fis-4538	188	2	characteristics	characteristic	NOUN
fis-4538	188	3	entered	enter	VERB
fis-4538	188	4	through	through	ADP
fis-4538	188	5	the	the	DET
fis-4538	188	6	input	input	NOUN
fis-4538	188	7	layer	layer	NOUN
fis-4538	188	8	are	be	AUX
fis-4538	188	9	subjected	subject	VERB
fis-4538	188	10	to	to	ADP
fis-4538	188	11	various	various	ADJ
fis-4538	188	12	computations	computation	NOUN
fis-4538	188	13	by	by	ADP
fis-4538	188	14	the	the	DET
fis-4538	188	15	hidden	hide	VERB
fis-4538	188	16	layer	layer	NOUN
fis-4538	188	17	,	,	PUNCT
fis-4538	188	18	which	which	PRON
fis-4538	188	19	then	then	ADV
fis-4538	188	20	forwards	forward	VERB
fis-4538	188	21	the	the	DET
fis-4538	188	22	result	result	NOUN
fis-4538	188	23	to	to	ADP
fis-4538	188	24	the	the	DET
fis-4538	188	25	output	output	NOUN
fis-4538	188	26	layer	layer	NOUN
fis-4538	188	27	.	.	PUNCT
fis-4538	189	1	the	the	DET
fis-4538	189	2	last	last	ADJ
fis-4538	189	3	layer	layer	NOUN
fis-4538	189	4	of	of	ADP
fis-4538	189	5	the	the	DET
fis-4538	189	6	network	network	NOUN
fis-4538	189	7	,	,	PUNCT
fis-4538	189	8	known	know	VERB
fis-4538	189	9	as	as	ADP
fis-4538	189	10	the	the	DET
fis-4538	189	11	output	output	NOUN
fis-4538	189	12	layer	layer	NOUN
fis-4538	189	13	,	,	PUNCT
fis-4538	189	14	is	be	AUX
fis-4538	189	15	responsible	responsible	ADJ
fis-4538	189	16	for	for	ADP
fis-4538	189	17	bringing	bring	VERB
fis-4538	189	18	the	the	DET
fis-4538	189	19	knowledge	knowledge	NOUN
fis-4538	189	20	gained	gain	VERB
fis-4538	189	21	from	from	ADP
fis-4538	189	22	the	the	DET
fis-4538	189	23	hidden	hide	VERB
fis-4538	189	24	layer	layer	NOUN
fis-4538	189	25	together	together	ADV
fis-4538	189	26	and	and	CCONJ
fis-4538	189	27	producing	produce	VERB
fis-4538	189	28	the	the	DET
fis-4538	189	29	desired	desire	VERB
fis-4538	189	30	outcome	outcome	NOUN
fis-4538	189	31	.	.	PUNCT
fis-4538	190	1	most	most	ADJ
fis-4538	190	2	of	of	ADP
fis-4538	190	3	the	the	DET
fis-4538	190	4	time	time	NOUN
fis-4538	190	5	,	,	PUNCT
fis-4538	190	6	all	all	DET
fis-4538	190	7	buried	bury	VERB
fis-4538	190	8	layers	layer	NOUN
fis-4538	190	9	have	have	VERB
fis-4538	190	10	the	the	DET
fis-4538	190	11	same	same	ADJ
fis-4538	190	12	activation	activation	NOUN
fis-4538	190	13	function	function	NOUN
fis-4538	190	14	.	.	PUNCT
fis-4538	191	1	however	however	ADV
fis-4538	191	2	,	,	PUNCT
fis-4538	191	3	the	the	DET
fis-4538	191	4	output	output	NOUN
fis-4538	191	5	layer	layer	NOUN
fis-4538	191	6	's	's	PART
fis-4538	191	7	activation	activation	NOUN
fis-4538	191	8	function	function	NOUN
fis-4538	191	9	typically	typically	ADV
fis-4538	191	10	varies	vary	VERB
fis-4538	191	11	from	from	ADP
fis-4538	191	12	the	the	DET
fis-4538	191	13	hidden	hide	VERB
fis-4538	191	14	layer	layer	NOUN
fis-4538	191	15	's	's	PART
fis-4538	191	16	activation	activation	NOUN
fis-4538	191	17	function	function	NOUN
fis-4538	191	18	.	.	PUNCT
fis-4538	192	1	the	the	DET
fis-4538	192	2	model	model	NOUN
fis-4538	192	3	's	's	PART
fis-4538	192	4	choice	choice	NOUN
fis-4538	192	5	depends	depend	VERB
fis-4538	192	6	on	on	ADP
fis-4538	192	7	its	its	PRON
fis-4538	192	8	goal	goal	NOUN
fis-4538	192	9	or	or	CCONJ
fis-4538	192	10	type	type	NOUN
fis-4538	192	11	of	of	ADP
fis-4538	192	12	prediction	prediction	NOUN
fis-4538	192	13	.	.	PUNCT
fis-4538	193	1	the	the	DET
fis-4538	193	2	network	network	NOUN
fis-4538	193	3	must	must	AUX
fis-4538	193	4	be	be	AUX
fis-4538	193	5	trained	train	VERB
fis-4538	193	6	if	if	SCONJ
fis-4538	193	7	output	output	NOUN
fis-4538	193	8	predictions	prediction	NOUN
fis-4538	193	9	are	be	AUX
fis-4538	193	10	to	to	PART
fis-4538	193	11	be	be	AUX
fis-4538	193	12	made	make	VERB
fis-4538	193	13	with	with	ADP
fis-4538	193	14	greater	great	ADJ
fis-4538	193	15	accuracy	accuracy	NOUN
fis-4538	193	16	.	.	PUNCT
fis-4538	194	1	an	an	DET
fis-4538	194	2	ordered	order	VERB
fis-4538	194	3	modification	modification	NOUN
fis-4538	194	4	of	of	ADP
fis-4538	194	5	the	the	DET
fis-4538	194	6	network	network	NOUN
fis-4538	194	7	's	's	PART
fis-4538	194	8	synaptic	synaptic	ADJ
fis-4538	194	9	weights	weight	NOUN
fis-4538	194	10	occurs	occur	VERB
fis-4538	194	11	during	during	ADP
fis-4538	194	12	a	a	DET
fis-4538	194	13	model	model	NOUN
fis-4538	194	14	's	's	PART
fis-4538	194	15	training	training	NOUN
fis-4538	194	16	phase	phase	NOUN
fis-4538	194	17	in	in	ADP
fis-4538	194	18	order	order	NOUN
fis-4538	194	19	to	to	PART
fis-4538	194	20	get	get	VERB
fis-4538	194	21	the	the	DET
fis-4538	194	22	desired	desire	VERB
fis-4538	194	23	result	result	NOUN
fis-4538	194	24	.	.	PUNCT
fis-4538	195	1	the	the	DET
fis-4538	195	2	error	error	NOUN
fis-4538	195	3	backpropagation	backpropagation	NOUN
fis-4538	195	4	method	method	NOUN
fis-4538	195	5	is	be	AUX
fis-4538	195	6	the	the	DET
fis-4538	195	7	most	most	ADV
fis-4538	195	8	often	often	ADV
fis-4538	195	9	used	use	VERB
fis-4538	195	10	training	training	NOUN
fis-4538	195	11	algorithm	algorithm	NOUN
fis-4538	195	12	.	.	PUNCT
fis-4538	196	1	the	the	DET
fis-4538	196	2	initialization	initialization	NOUN
fis-4538	196	3	of	of	ADP
fis-4538	196	4	the	the	DET
fis-4538	196	5	weights	weight	NOUN
fis-4538	196	6	and	and	CCONJ
fis-4538	196	7	thresholds	threshold	NOUN
fis-4538	196	8	occurs	occur	VERB
fis-4538	196	9	in	in	ADP
fis-4538	196	10	the	the	DET
fis-4538	196	11	first	first	ADJ
fis-4538	196	12	phase	phase	NOUN
fis-4538	196	13	of	of	ADP
fis-4538	196	14	a	a	DET
fis-4538	196	15	standard	standard	ADJ
fis-4538	196	16	ann	ann	PROPN
fis-4538	196	17	algorithm	algorithm	NOUN
fis-4538	196	18	.	.	PUNCT
fis-4538	197	1	following	follow	VERB
fis-4538	197	2	that	that	PRON
fis-4538	197	3	,	,	PUNCT
fis-4538	197	4	each	each	DET
fis-4538	197	5	neuron	neuron	NOUN
fis-4538	197	6	's	's	PART
fis-4538	197	7	output	output	NOUN
fis-4538	197	8	is	be	AUX
fis-4538	197	9	computed	compute	VERB
fis-4538	197	10	based	base	VERB
fis-4538	197	11	on	on	ADP
fis-4538	197	12	its	its	PRON
fis-4538	197	13	input	input	NOUN
fis-4538	197	14	data	datum	NOUN
fis-4538	197	15	and	and	CCONJ
fis-4538	197	16	initialization	initialization	NOUN
fis-4538	197	17	weights	weight	NOUN
fis-4538	197	18	,	,	PUNCT
fis-4538	197	19	which	which	PRON
fis-4538	197	20	results	result	VERB
fis-4538	197	21	in	in	ADP
fis-4538	197	22	the	the	DET
fis-4538	197	23	network	network	NOUN
fis-4538	197	24	's	's	PART
fis-4538	197	25	final	final	ADJ
fis-4538	197	26	output	output	NOUN
fis-4538	197	27	prediction	prediction	NOUN
fis-4538	197	28	.	.	PUNCT
fis-4538	198	1	the	the	DET
fis-4538	198	2	weights	weight	NOUN
fis-4538	198	3	are	be	AUX
fis-4538	198	4	then	then	ADV
fis-4538	198	5	adjusted	adjust	VERB
fis-4538	198	6	based	base	VERB
fis-4538	198	7	on	on	ADP
fis-4538	198	8	the	the	DET
fis-4538	198	9	output	output	NOUN
fis-4538	198	10	node	node	NOUN
fis-4538	198	11	error	error	NOUN
fis-4538	198	12	,	,	PUNCT
fis-4538	198	13	which	which	PRON
fis-4538	198	14	is	be	AUX
fis-4538	198	15	determined	determine	VERB
fis-4538	198	16	next	next	ADV
fis-4538	198	17	.	.	PUNCT
fis-4538	199	1	additionally	additionally	ADV
fis-4538	199	2	,	,	PUNCT
fis-4538	199	3	back	back	ADV
fis-4538	199	4	-	-	PUNCT
fis-4538	199	5	propagating	propagate	VERB
fis-4538	199	6	faults	fault	NOUN
fis-4538	199	7	computed	compute	VERB
fis-4538	199	8	at	at	ADP
fis-4538	199	9	output	output	NOUN
fis-4538	199	10	layer	layer	NOUN
fis-4538	199	11	nodes	node	NOUN
fis-4538	199	12	are	be	AUX
fis-4538	199	13	used	use	VERB
fis-4538	199	14	to	to	PART
fis-4538	199	15	alter	alter	VERB
fis-4538	199	16	the	the	DET
fis-4538	199	17	weights	weight	NOUN
fis-4538	199	18	in	in	ADP
fis-4538	199	19	the	the	DET
fis-4538	199	20	preceding	precede	VERB
fis-4538	199	21	layers	layer	NOUN
fis-4538	199	22	[	[	X
fis-4538	199	23	8	8	NUM
fis-4538	199	24	]	]	PUNCT
fis-4538	199	25	.	.	PUNCT
fis-4538	200	1	the	the	DET
fis-4538	200	2	training	training	NOUN
fis-4538	200	3	ends	end	VERB
fis-4538	200	4	when	when	SCONJ
fis-4538	200	5	the	the	DET
fis-4538	200	6	ann	ann	PROPN
fis-4538	200	7	output	output	NOUN
fis-4538	200	8	is	be	AUX
fis-4538	200	9	sufficiently	sufficiently	ADV
fis-4538	200	10	close	close	ADJ
fis-4538	200	11	to	to	ADP
fis-4538	200	12	the	the	DET
fis-4538	200	13	predicted	predict	VERB
fis-4538	200	14	output	output	NOUN
fis-4538	200	15	for	for	ADP
fis-4538	200	16	each	each	DET
fis-4538	200	17	set	set	NOUN
fis-4538	200	18	,	,	PUNCT
fis-4538	200	19	and	and	CCONJ
fis-4538	200	20	this	this	DET
fis-4538	200	21	procedure	procedure	NOUN
fis-4538	200	22	is	be	AUX
fis-4538	200	23	repeated	repeat	VERB
fis-4538	200	24	for	for	ADP
fis-4538	200	25	each	each	DET
fis-4538	200	26	pair	pair	NOUN
fis-4538	200	27	of	of	ADP
fis-4538	200	28	input	input	NOUN
fis-4538	200	29	and	and	CCONJ
fis-4538	200	30	output	output	NOUN
fis-4538	200	31	training	training	NOUN
fis-4538	200	32	data	datum	NOUN
fis-4538	200	33	.	.	PUNCT
fis-4538	201	1	training	training	NOUN
fis-4538	201	2	of	of	ADP
fis-4538	201	3	an	an	DET
fis-4538	201	4	ann	ann	PROPN
fis-4538	201	5	flank	flank	NOUN
fis-4538	201	6	wear	wear	VERB
fis-4538	201	7	growth	growth	NOUN
fis-4538	201	8	model	model	NOUN
fis-4538	201	9	a	a	DET
fis-4538	201	10	neural	neural	ADJ
fis-4538	201	11	network	network	NOUN
fis-4538	201	12	is	be	AUX
fis-4538	201	13	a	a	DET
fis-4538	201	14	supervised	supervised	ADJ
fis-4538	201	15	machine	machine	NOUN
fis-4538	201	16	learning	learn	VERB
fis-4538	201	17	algorithm	algorithm	NOUN
fis-4538	201	18	to	to	PART
fis-4538	201	19	solve	solve	VERB
fis-4538	201	20	classification	classification	NOUN
fis-4538	201	21	or	or	CCONJ
fis-4538	201	22	regression	regression	NOUN
fis-4538	201	23	problems	problem	NOUN
fis-4538	201	24	with	with	ADP
fis-4538	201	25	different	different	ADJ
fis-4538	201	26	sizes	size	NOUN
fis-4538	201	27	and	and	CCONJ
fis-4538	201	28	depths	depth	NOUN
fis-4538	201	29	.	.	PUNCT
fis-4538	202	1	however	however	ADV
fis-4538	202	2	,	,	PUNCT
fis-4538	202	3	one	one	PRON
fis-4538	202	4	need	need	VERB
fis-4538	202	5	to	to	PART
fis-4538	202	6	preprocess	preprocess	NOUN
fis-4538	202	7	input	input	NOUN
fis-4538	202	8	features	feature	NOUN
fis-4538	202	9	,	,	PUNCT
fis-4538	202	10	initialize	initialize	VERB
fis-4538	202	11	the	the	DET
fis-4538	202	12	weights	weight	NOUN
fis-4538	202	13	,	,	PUNCT
fis-4538	202	14	add	add	VERB
fis-4538	202	15	bias	bias	NOUN
fis-4538	202	16	if	if	SCONJ
fis-4538	202	17	needed	need	VERB
fis-4538	202	18	,	,	PUNCT
fis-4538	202	19	and	and	CCONJ
fis-4538	202	20	choose	choose	VERB
fis-4538	202	21	s.	s.	PROPN
fis-4538	202	22	chinchanikar	chinchanikar	PROPN
fis-4538	202	23	et	et	PROPN
fis-4538	202	24	alii	alii	PROPN
fis-4538	202	25	,	,	PUNCT
fis-4538	202	26	frattura	frattura	PROPN
fis-4538	202	27	ed	ed	PROPN
fis-4538	202	28	integrità	integrità	PROPN
fis-4538	202	29	strutturale	strutturale	PROPN
fis-4538	202	30	,	,	PUNCT
fis-4538	202	31	67	67	NUM
fis-4538	202	32	(	(	PUNCT
fis-4538	202	33	2023	2023	NUM
fis-4538	202	34	)	)	PUNCT
fis-4538	202	35	176	176	NUM
fis-4538	202	36	-	-	SYM
fis-4538	202	37	191	191	NUM
fis-4538	202	38	;	;	PUNCT
fis-4538	202	39	doi	doi	NOUN
fis-4538	202	40	:	:	PUNCT
fis-4538	202	41	10.3221	10.3221	NUM
fis-4538	202	42	/	/	SYM
fis-4538	202	43	igf	igf	PROPN
fis-4538	202	44	-	-	PUNCT
fis-4538	202	45	esis.67.13	esis.67.13	PROPN
fis-4538	202	46	184	184	NUM
fis-4538	202	47	appropriate	appropriate	ADJ
fis-4538	202	48	activation	activation	NOUN
fis-4538	202	49	functions	function	NOUN
fis-4538	202	50	.	.	PUNCT
fis-4538	203	1	deciding	decide	VERB
fis-4538	203	2	on	on	ADP
fis-4538	203	3	the	the	DET
fis-4538	203	4	architecture	architecture	NOUN
fis-4538	203	5	of	of	ADP
fis-4538	203	6	a	a	DET
fis-4538	203	7	neural	neural	ADJ
fis-4538	203	8	network	network	NOUN
fis-4538	203	9	is	be	AUX
fis-4538	203	10	a	a	DET
fis-4538	203	11	big	big	ADJ
fis-4538	203	12	step	step	NOUN
fis-4538	203	13	in	in	ADP
fis-4538	203	14	model	model	NOUN
fis-4538	203	15	building	building	NOUN
fis-4538	203	16	.	.	PUNCT
fis-4538	204	1	during	during	ADP
fis-4538	204	2	the	the	DET
fis-4538	204	3	training	training	NOUN
fis-4538	204	4	phase	phase	NOUN
fis-4538	204	5	,	,	PUNCT
fis-4538	204	6	the	the	DET
fis-4538	204	7	aim	aim	NOUN
fis-4538	204	8	is	be	AUX
fis-4538	204	9	to	to	PART
fis-4538	204	10	minimize	minimize	VERB
fis-4538	204	11	the	the	DET
fis-4538	204	12	error	error	NOUN
fis-4538	204	13	rate	rate	NOUN
fis-4538	204	14	as	as	ADV
fis-4538	204	15	well	well	ADV
fis-4538	204	16	as	as	ADP
fis-4538	204	17	make	make	VERB
fis-4538	204	18	sure	sure	ADJ
fis-4538	204	19	that	that	SCONJ
fis-4538	204	20	the	the	DET
fis-4538	204	21	model	model	NOUN
fis-4538	204	22	generalizes	generalize	VERB
fis-4538	204	23	well	well	ADV
fis-4538	204	24	to	to	ADP
fis-4538	204	25	new	new	ADJ
fis-4538	204	26	data	datum	NOUN
fis-4538	204	27	.	.	PUNCT
fis-4538	205	1	a	a	DET
fis-4538	205	2	good	good	ADJ
fis-4538	205	3	model	model	NOUN
fis-4538	205	4	is	be	AUX
fis-4538	205	5	one	one	NUM
fis-4538	205	6	that	that	PRON
fis-4538	205	7	does	do	AUX
fis-4538	205	8	not	not	PART
fis-4538	205	9	overfit	overfit	VERB
fis-4538	205	10	or	or	CCONJ
fis-4538	205	11	underfit	underfit	VERB
fis-4538	205	12	the	the	DET
fis-4538	205	13	data	datum	NOUN
fis-4538	205	14	.	.	PUNCT
fis-4538	206	1	a	a	DET
fis-4538	206	2	flow	flow	NOUN
fis-4538	206	3	chart	chart	NOUN
fis-4538	206	4	of	of	ADP
fis-4538	206	5	the	the	DET
fis-4538	206	6	training	training	NOUN
fis-4538	206	7	of	of	ADP
fis-4538	206	8	the	the	DET
fis-4538	206	9	ann	ann	PROPN
fis-4538	206	10	flank	flank	NOUN
fis-4538	206	11	wear	wear	VERB
fis-4538	206	12	growth	growth	NOUN
fis-4538	206	13	model	model	NOUN
fis-4538	206	14	is	be	AUX
fis-4538	206	15	depicted	depict	VERB
fis-4538	206	16	in	in	ADP
fis-4538	206	17	fig	fig	NOUN
fis-4538	206	18	.	.	PUNCT
fis-4538	207	1	14	14	NUM
fis-4538	207	2	.	.	PUNCT
fis-4538	208	1	figure	figure	NOUN
fis-4538	208	2	14	14	NUM
fis-4538	208	3	:	:	PUNCT
fis-4538	208	4	flow	flow	VERB
fis-4538	208	5	chart	chart	NOUN
fis-4538	208	6	of	of	ADP
fis-4538	208	7	the	the	DET
fis-4538	208	8	training	training	NOUN
fis-4538	208	9	of	of	ADP
fis-4538	208	10	the	the	DET
fis-4538	208	11	ann	ann	PROPN
fis-4538	208	12	flank	flank	NOUN
fis-4538	208	13	wear	wear	VERB
fis-4538	208	14	growth	growth	NOUN
fis-4538	208	15	model	model	NOUN
fis-4538	208	16	.	.	PUNCT
fis-4538	209	1	ann	ann	PROPN
fis-4538	209	2	models	model	NOUN
fis-4538	209	3	use	use	VERB
fis-4538	209	4	parameters	parameter	NOUN
fis-4538	209	5	and	and	CCONJ
fis-4538	209	6	hyperparameters	hyperparameter	NOUN
fis-4538	209	7	,	,	PUNCT
fis-4538	209	8	which	which	PRON
fis-4538	209	9	are	be	AUX
fis-4538	209	10	modified	modify	VERB
fis-4538	209	11	during	during	ADP
fis-4538	209	12	training	training	NOUN
fis-4538	209	13	based	base	VERB
fis-4538	209	14	on	on	ADP
fis-4538	209	15	data	datum	NOUN
fis-4538	209	16	.	.	PUNCT
fis-4538	210	1	parameters	parameter	NOUN
fis-4538	210	2	such	such	ADJ
fis-4538	210	3	as	as	ADP
fis-4538	210	4	weights	weight	NOUN
fis-4538	210	5	and	and	CCONJ
fis-4538	210	6	biases	bias	NOUN
fis-4538	210	7	are	be	AUX
fis-4538	210	8	optimized	optimize	VERB
fis-4538	210	9	during	during	ADP
fis-4538	210	10	backpropagation	backpropagation	NOUN
fis-4538	210	11	to	to	PART
fis-4538	210	12	reduce	reduce	VERB
fis-4538	210	13	costs	cost	NOUN
fis-4538	210	14	.	.	PUNCT
fis-4538	211	1	hyperparameters	hyperparameter	NOUN
fis-4538	211	2	are	be	AUX
fis-4538	211	3	predetermined	predetermine	VERB
fis-4538	211	4	values	value	NOUN
fis-4538	211	5	that	that	PRON
fis-4538	211	6	can	can	AUX
fis-4538	211	7	be	be	AUX
fis-4538	211	8	manually	manually	ADV
fis-4538	211	9	modified	modify	VERB
fis-4538	211	10	,	,	PUNCT
fis-4538	211	11	but	but	CCONJ
fis-4538	211	12	determining	determine	VERB
fis-4538	211	13	optimal	optimal	ADJ
fis-4538	211	14	values	value	NOUN
fis-4538	211	15	can	can	AUX
fis-4538	211	16	be	be	AUX
fis-4538	211	17	challenging	challenge	VERB
fis-4538	211	18	due	due	ADJ
fis-4538	211	19	to	to	ADP
fis-4538	211	20	dataset	dataset	ADJ
fis-4538	211	21	size	size	NOUN
fis-4538	211	22	and	and	CCONJ
fis-4538	211	23	composition	composition	NOUN
fis-4538	211	24	.	.	PUNCT
fis-4538	212	1	hyperparameters	hyperparameter	NOUN
fis-4538	212	2	like	like	ADP
fis-4538	212	3	hidden	hidden	ADJ
fis-4538	212	4	layers	layer	NOUN
fis-4538	212	5	,	,	PUNCT
fis-4538	212	6	neurons	neuron	NOUN
fis-4538	212	7	,	,	PUNCT
fis-4538	212	8	activation	activation	NOUN
fis-4538	212	9	function	function	NOUN
fis-4538	212	10	,	,	PUNCT
fis-4538	212	11	learning	learn	VERB
fis-4538	212	12	rate	rate	NOUN
fis-4538	212	13	,	,	PUNCT
fis-4538	212	14	loss	loss	NOUN
fis-4538	212	15	function	function	NOUN
fis-4538	212	16	,	,	PUNCT
fis-4538	212	17	epochs	epoch	NOUN
fis-4538	212	18	,	,	PUNCT
fis-4538	212	19	optimizer	optimizer	NOUN
fis-4538	212	20	type	type	NOUN
fis-4538	212	21	,	,	PUNCT
fis-4538	212	22	batch	batch	NOUN
fis-4538	212	23	size	size	NOUN
fis-4538	212	24	,	,	PUNCT
fis-4538	212	25	and	and	CCONJ
fis-4538	212	26	others	other	NOUN
fis-4538	212	27	directly	directly	ADV
fis-4538	212	28	affect	affect	VERB
fis-4538	212	29	the	the	DET
fis-4538	212	30	structure	structure	NOUN
fis-4538	212	31	and	and	CCONJ
fis-4538	212	32	training	training	NOUN
fis-4538	212	33	process	process	NOUN
fis-4538	212	34	of	of	ADP
fis-4538	212	35	an	an	DET
fis-4538	212	36	ann	ann	PROPN
fis-4538	212	37	.	.	PUNCT
fis-4538	213	1	hyperparameter	hyperparameter	NOUN
fis-4538	213	2	values	value	NOUN
fis-4538	213	3	also	also	ADV
fis-4538	213	4	have	have	VERB
fis-4538	213	5	a	a	DET
fis-4538	213	6	major	major	ADJ
fis-4538	213	7	impact	impact	NOUN
fis-4538	213	8	on	on	ADP
fis-4538	213	9	prediction	prediction	NOUN
fis-4538	213	10	accuracy	accuracy	NOUN
fis-4538	213	11	,	,	PUNCT
fis-4538	213	12	algorithm	algorithm	NOUN
fis-4538	213	13	execution	execution	NOUN
fis-4538	213	14	time	time	NOUN
fis-4538	213	15	,	,	PUNCT
fis-4538	213	16	and	and	CCONJ
fis-4538	213	17	computational	computational	ADJ
fis-4538	213	18	cost	cost	NOUN
fis-4538	213	19	.	.	PUNCT
fis-4538	214	1	the	the	DET
fis-4538	214	2	larger	large	ADJ
fis-4538	214	3	and	and	CCONJ
fis-4538	214	4	more	more	ADV
fis-4538	214	5	complex	complex	ADJ
fis-4538	214	6	the	the	DET
fis-4538	214	7	dataset	dataset	NOUN
fis-4538	214	8	,	,	PUNCT
fis-4538	214	9	the	the	DET
fis-4538	214	10	more	more	ADV
fis-4538	214	11	hidden	hidden	ADJ
fis-4538	214	12	layers	layer	NOUN
fis-4538	214	13	a	a	DET
fis-4538	214	14	neural	neural	ADJ
fis-4538	214	15	network	network	NOUN
fis-4538	214	16	requires	require	VERB
fis-4538	214	17	to	to	PART
fis-4538	214	18	identify	identify	VERB
fis-4538	214	19	significant	significant	ADJ
fis-4538	214	20	non	non	ADJ
fis-4538	214	21	-	-	ADJ
fis-4538	214	22	linear	linear	ADJ
fis-4538	214	23	patterns	pattern	NOUN
fis-4538	214	24	in	in	ADP
fis-4538	214	25	the	the	DET
fis-4538	214	26	data	datum	NOUN
fis-4538	214	27	.	.	PUNCT
fis-4538	215	1	this	this	PRON
fis-4538	215	2	determines	determine	VERB
fis-4538	215	3	the	the	DET
fis-4538	215	4	neural	neural	ADJ
fis-4538	215	5	network	network	NOUN
fis-4538	215	6	's	's	PART
fis-4538	215	7	learning	learning	NOUN
fis-4538	215	8	capacity	capacity	NOUN
fis-4538	215	9	.	.	PUNCT
fis-4538	216	1	a	a	DET
fis-4538	216	2	smaller	small	ADJ
fis-4538	216	3	network	network	NOUN
fis-4538	216	4	with	with	ADP
fis-4538	216	5	fewer	few	ADJ
fis-4538	216	6	hidden	hidden	ADJ
fis-4538	216	7	layers	layer	NOUN
fis-4538	216	8	may	may	AUX
fis-4538	216	9	not	not	PART
fis-4538	216	10	fit	fit	VERB
fis-4538	216	11	the	the	DET
fis-4538	216	12	training	training	NOUN
fis-4538	216	13	set	set	NOUN
fis-4538	216	14	,	,	PUNCT
fis-4538	216	15	unable	unable	ADJ
fis-4538	216	16	to	to	PART
fis-4538	216	17	recognize	recognize	VERB
fis-4538	216	18	intricate	intricate	ADJ
fis-4538	216	19	patterns	pattern	NOUN
fis-4538	216	20	or	or	CCONJ
fis-4538	216	21	effectively	effectively	ADV
fis-4538	216	22	predict	predict	VERB
fis-4538	216	23	unknown	unknown	ADJ
fis-4538	216	24	data	datum	NOUN
fis-4538	216	25	.	.	PUNCT
fis-4538	217	1	a	a	DET
fis-4538	217	2	bigger	big	ADJ
fis-4538	217	3	network	network	NOUN
fis-4538	217	4	that	that	PRON
fis-4538	217	5	has	have	VERB
fis-4538	217	6	too	too	ADV
fis-4538	217	7	many	many	ADJ
fis-4538	217	8	hidden	hidden	ADJ
fis-4538	217	9	layers	layer	NOUN
fis-4538	217	10	may	may	AUX
fis-4538	217	11	overfit	overfit	VERB
fis-4538	217	12	the	the	DET
fis-4538	217	13	training	training	NOUN
fis-4538	217	14	set	set	NOUN
fis-4538	217	15	.	.	PUNCT
fis-4538	218	1	rather	rather	ADV
fis-4538	218	2	than	than	ADP
fis-4538	218	3	identifying	identify	VERB
fis-4538	218	4	patterns	pattern	NOUN
fis-4538	218	5	in	in	ADP
fis-4538	218	6	the	the	DET
fis-4538	218	7	data	datum	NOUN
fis-4538	218	8	,	,	PUNCT
fis-4538	218	9	that	that	DET
fis-4538	218	10	kind	kind	NOUN
fis-4538	218	11	of	of	ADP
fis-4538	218	12	network	network	NOUN
fis-4538	218	13	attempts	attempt	VERB
fis-4538	218	14	to	to	PART
fis-4538	218	15	memorize	memorize	VERB
fis-4538	218	16	the	the	DET
fis-4538	218	17	training	training	NOUN
fis-4538	218	18	set	set	NOUN
fis-4538	218	19	.	.	PUNCT
fis-4538	219	1	consequently	consequently	ADV
fis-4538	219	2	,	,	PUNCT
fis-4538	219	3	the	the	DET
fis-4538	219	4	generalization	generalization	NOUN
fis-4538	219	5	of	of	ADP
fis-4538	219	6	that	that	DET
fis-4538	219	7	kind	kind	NOUN
fis-4538	219	8	of	of	ADP
fis-4538	219	9	network	network	NOUN
fis-4538	219	10	to	to	ADP
fis-4538	219	11	unknown	unknown	ADJ
fis-4538	219	12	data	datum	NOUN
fis-4538	219	13	is	be	AUX
fis-4538	219	14	poor	poor	ADJ
fis-4538	219	15	.	.	PUNCT
fis-4538	220	1	the	the	DET
fis-4538	220	2	number	number	NOUN
fis-4538	220	3	of	of	ADP
fis-4538	220	4	hidden	hide	VERB
fis-4538	220	5	neurons	neuron	NOUN
fis-4538	220	6	(	(	PUNCT
fis-4538	220	7	the	the	DET
fis-4538	220	8	number	number	NOUN
fis-4538	220	9	of	of	ADP
fis-4538	220	10	neurons	neuron	NOUN
fis-4538	220	11	on	on	ADP
fis-4538	220	12	hidden	hidden	ADJ
fis-4538	220	13	layers	layer	NOUN
fis-4538	220	14	)	)	PUNCT
fis-4538	220	15	in	in	ADP
fis-4538	220	16	a	a	DET
fis-4538	220	17	network	network	NOUN
fis-4538	220	18	impacts	impact	VERB
fis-4538	220	19	its	its	PRON
fis-4538	220	20	learning	learning	NOUN
fis-4538	220	21	capacity	capacity	NOUN
fis-4538	220	22	.	.	PUNCT
fis-4538	221	1	too	too	ADV
fis-4538	221	2	many	many	ADJ
fis-4538	221	3	neurons	neuron	NOUN
fis-4538	221	4	can	can	AUX
fis-4538	221	5	create	create	VERB
fis-4538	221	6	large	large	ADJ
fis-4538	221	7	networks	network	NOUN
fis-4538	221	8	that	that	PRON
fis-4538	221	9	overfit	overfit	VERB
fis-4538	221	10	training	training	NOUN
fis-4538	221	11	data	datum	NOUN
fis-4538	221	12	,	,	PUNCT
fis-4538	221	13	while	while	SCONJ
fis-4538	221	14	too	too	ADV
fis-4538	221	15	few	few	ADJ
fis-4538	221	16	can	can	AUX
fis-4538	221	17	create	create	VERB
fis-4538	221	18	smaller	small	ADJ
fis-4538	221	19	networks	network	NOUN
fis-4538	221	20	that	that	PRON
fis-4538	221	21	underfit	underfit	VERB
fis-4538	221	22	.	.	PUNCT
fis-4538	222	1	large	large	ADJ
fis-4538	222	2	neural	neural	ADJ
fis-4538	222	3	networks	network	NOUN
fis-4538	222	4	require	require	VERB
fis-4538	222	5	significant	significant	ADJ
fis-4538	222	6	computational	computational	ADJ
fis-4538	222	7	resources	resource	NOUN
fis-4538	222	8	.	.	PUNCT
fis-4538	223	1	an	an	DET
fis-4538	223	2	activation	activation	NOUN
fis-4538	223	3	function	function	NOUN
fis-4538	223	4	determines	determine	VERB
fis-4538	223	5	whether	whether	SCONJ
fis-4538	223	6	a	a	DET
fis-4538	223	7	neuron	neuron	NOUN
fis-4538	223	8	's	's	PART
fis-4538	223	9	input	input	NOUN
fis-4538	223	10	is	be	AUX
fis-4538	223	11	important	important	ADJ
fis-4538	223	12	in	in	ADP
fis-4538	223	13	predicting	predict	VERB
fis-4538	223	14	a	a	DET
fis-4538	223	15	network	network	NOUN
fis-4538	223	16	using	use	VERB
fis-4538	223	17	mathematical	mathematical	ADJ
fis-4538	223	18	operations	operation	NOUN
fis-4538	223	19	.	.	PUNCT
fis-4538	224	1	it	it	PRON
fis-4538	224	2	derives	derive	VERB
fis-4538	224	3	output	output	NOUN
fis-4538	224	4	from	from	ADP
fis-4538	224	5	input	input	NOUN
fis-4538	224	6	values	value	NOUN
fis-4538	224	7	,	,	PUNCT
fis-4538	224	8	introducing	introduce	VERB
fis-4538	224	9	non	non	NOUN
fis-4538	224	10	-	-	NOUN
fis-4538	224	11	linearity	linearity	NOUN
fis-4538	224	12	in	in	ADP
fis-4538	224	13	hidden	hidden	ADJ
fis-4538	224	14	layers	layer	NOUN
fis-4538	224	15	and	and	CCONJ
fis-4538	224	16	using	use	VERB
fis-4538	224	17	regression	regression	NOUN
fis-4538	224	18	for	for	ADP
fis-4538	224	19	one	one	NUM
fis-4538	224	20	neuron	neuron	NOUN
fis-4538	224	21	in	in	ADP
fis-4538	224	22	the	the	DET
fis-4538	224	23	output	output	NOUN
fis-4538	224	24	layer	layer	NOUN
fis-4538	224	25	.	.	PUNCT
fis-4538	225	1	the	the	DET
fis-4538	225	2	optimizer	optimizer	NOUN
fis-4538	225	3	's	's	PART
fis-4538	225	4	task	task	NOUN
fis-4538	225	5	is	be	AUX
fis-4538	225	6	to	to	PART
fis-4538	225	7	minimize	minimize	VERB
fis-4538	225	8	the	the	DET
fis-4538	225	9	loss	loss	NOUN
fis-4538	225	10	function	function	NOUN
fis-4538	225	11	by	by	ADP
fis-4538	225	12	updating	update	VERB
fis-4538	225	13	network	network	NOUN
fis-4538	225	14	parameters	parameter	NOUN
fis-4538	225	15	.	.	PUNCT
fis-4538	226	1	gradient	gradient	ADJ
fis-4538	226	2	descent	descent	NOUN
fis-4538	226	3	is	be	AUX
fis-4538	226	4	a	a	DET
fis-4538	226	5	popular	popular	ADJ
fis-4538	226	6	optimization	optimization	NOUN
fis-4538	226	7	algorithm	algorithm	NOUN
fis-4538	226	8	,	,	PUNCT
fis-4538	226	9	requiring	require	VERB
fis-4538	226	10	tiny	tiny	ADJ
fis-4538	226	11	steps	step	NOUN
fis-4538	226	12	to	to	PART
fis-4538	226	13	descend	descend	VERB
fis-4538	226	14	the	the	DET
fis-4538	226	15	error	error	NOUN
fis-4538	226	16	curve	curve	NOUN
fis-4538	226	17	.	.	PUNCT
fis-4538	227	1	the	the	DET
fis-4538	227	2	learning	learning	NOUN
fis-4538	227	3	rate	rate	NOUN
fis-4538	227	4	,	,	PUNCT
fis-4538	227	5	a	a	DET
fis-4538	227	6	crucial	crucial	ADJ
fis-4538	227	7	hyperparameter	hyperparameter	NOUN
fis-4538	227	8	in	in	ADP
fis-4538	227	9	neural	neural	ADJ
fis-4538	227	10	network	network	NOUN
fis-4538	227	11	training	training	NOUN
fis-4538	227	12	,	,	PUNCT
fis-4538	227	13	determines	determine	VERB
fis-4538	227	14	the	the	DET
fis-4538	227	15	speed	speed	NOUN
fis-4538	227	16	and	and	CCONJ
fis-4538	227	17	direction	direction	NOUN
fis-4538	227	18	of	of	ADP
fis-4538	227	19	the	the	DET
fis-4538	227	20	step	step	NOUN
fis-4538	227	21	.	.	PUNCT
fis-4538	228	1	it	it	PRON
fis-4538	228	2	is	be	AUX
fis-4538	228	3	best	good	ADJ
fis-4538	228	4	to	to	PART
fis-4538	228	5	start	start	VERB
fis-4538	228	6	with	with	ADP
fis-4538	228	7	a	a	DET
fis-4538	228	8	small	small	ADJ
fis-4538	228	9	learning	learning	NOUN
fis-4538	228	10	rate	rate	NOUN
fis-4538	228	11	like	like	ADP
fis-4538	228	12	0.001	0.001	NUM
fis-4538	228	13	and	and	CCONJ
fis-4538	228	14	gradually	gradually	ADV
fis-4538	228	15	increase	increase	VERB
fis-4538	228	16	it	it	PRON
fis-4538	228	17	if	if	SCONJ
fis-4538	228	18	necessary	necessary	ADJ
fis-4538	228	19	.	.	PUNCT
fis-4538	229	1	the	the	DET
fis-4538	229	2	loss	loss	NOUN
fis-4538	229	3	function	function	NOUN
fis-4538	229	4	,	,	PUNCT
fis-4538	229	5	which	which	PRON
fis-4538	229	6	calculates	calculate	VERB
fis-4538	229	7	the	the	DET
fis-4538	229	8	error	error	NOUN
fis-4538	229	9	between	between	ADP
fis-4538	229	10	the	the	DET
fis-4538	229	11	anticipated	anticipate	VERB
fis-4538	229	12	and	and	CCONJ
fis-4538	229	13	actual	actual	ADJ
fis-4538	229	14	values	value	NOUN
fis-4538	229	15	,	,	PUNCT
fis-4538	229	16	is	be	AUX
fis-4538	229	17	used	use	VERB
fis-4538	229	18	to	to	PART
fis-4538	229	19	assess	assess	VERB
fis-4538	229	20	a	a	DET
fis-4538	229	21	neural	neural	ADJ
fis-4538	229	22	network	network	NOUN
fis-4538	229	23	's	's	PART
fis-4538	229	24	performance	performance	NOUN
fis-4538	229	25	during	during	ADP
fis-4538	229	26	training	training	NOUN
fis-4538	229	27	.	.	PUNCT
fis-4538	230	1	the	the	DET
fis-4538	230	2	objective	objective	NOUN
fis-4538	230	3	is	be	AUX
fis-4538	230	4	to	to	PART
fis-4538	230	5	use	use	VERB
fis-4538	230	6	an	an	DET
fis-4538	230	7	optimizer	optimizer	NOUN
fis-4538	230	8	to	to	PART
fis-4538	230	9	minimize	minimize	VERB
fis-4538	230	10	the	the	DET
fis-4538	230	11	loss	loss	NOUN
fis-4538	230	12	function	function	NOUN
fis-4538	230	13	.	.	PUNCT
fis-4538	231	1	mean	mean	VERB
fis-4538	231	2	squared	square	VERB
fis-4538	231	3	error	error	NOUN
fis-4538	231	4	(	(	PUNCT
fis-4538	231	5	mse	mse	NOUN
fis-4538	231	6	)	)	PUNCT
fis-4538	231	7	,	,	PUNCT
fis-4538	231	8	mean	mean	VERB
fis-4538	231	9	absolute	absolute	ADJ
fis-4538	231	10	error	error	NOUN
fis-4538	231	11	(	(	PUNCT
fis-4538	231	12	mae	mae	PROPN
fis-4538	231	13	)	)	PUNCT
fis-4538	231	14	,	,	PUNCT
fis-4538	231	15	or	or	CCONJ
fis-4538	231	16	mean	mean	VERB
fis-4538	231	17	percentage	percentage	NOUN
fis-4538	231	18	error	error	NOUN
fis-4538	231	19	are	be	AUX
fis-4538	231	20	the	the	DET
fis-4538	231	21	possible	possible	ADJ
fis-4538	231	22	types	type	NOUN
fis-4538	231	23	of	of	ADP
fis-4538	231	24	loss	loss	NOUN
fis-4538	231	25	functions	function	NOUN
fis-4538	231	26	.	.	PUNCT
fis-4538	232	1	another	another	DET
fis-4538	232	2	significant	significant	ADJ
fis-4538	232	3	hyperparameter	hyperparameter	NOUN
fis-4538	232	4	is	be	AUX
fis-4538	232	5	the	the	DET
fis-4538	232	6	epoch	epoch	NOUN
fis-4538	232	7	.	.	PUNCT
fis-4538	233	1	the	the	DET
fis-4538	233	2	number	number	NOUN
fis-4538	233	3	of	of	ADP
fis-4538	233	4	times	time	NOUN
fis-4538	233	5	the	the	DET
fis-4538	233	6	model	model	NOUN
fis-4538	233	7	views	view	VERB
fis-4538	233	8	the	the	DET
fis-4538	233	9	complete	complete	ADJ
fis-4538	233	10	dataset	dataset	NOUN
fis-4538	233	11	is	be	AUX
fis-4538	233	12	referred	refer	VERB
fis-4538	233	13	to	to	ADP
fis-4538	233	14	as	as	ADP
fis-4538	233	15	an	an	DET
fis-4538	233	16	epoch	epoch	NOUN
fis-4538	233	17	.	.	PUNCT
fis-4538	234	1	when	when	SCONJ
fis-4538	234	2	the	the	DET
fis-4538	234	3	network	network	NOUN
fis-4538	234	4	is	be	AUX
fis-4538	234	5	trained	train	VERB
fis-4538	234	6	with	with	ADP
fis-4538	234	7	a	a	DET
fis-4538	234	8	very	very	ADV
fis-4538	234	9	modest	modest	ADJ
fis-4538	234	10	learning	learning	NOUN
fis-4538	234	11	rate	rate	NOUN
fis-4538	234	12	or	or	CCONJ
fis-4538	234	13	when	when	SCONJ
fis-4538	234	14	the	the	DET
fis-4538	234	15	batch	batch	NOUN
fis-4538	234	16	size	size	NOUN
fis-4538	234	17	is	be	AUX
fis-4538	234	18	too	too	ADV
fis-4538	234	19	small	small	ADJ
fis-4538	234	20	,	,	PUNCT
fis-4538	234	21	the	the	DET
fis-4538	234	22	number	number	NOUN
fis-4538	234	23	of	of	ADP
fis-4538	234	24	epochs	epoch	NOUN
fis-4538	234	25	should	should	AUX
fis-4538	234	26	be	be	AUX
fis-4538	234	27	raised	raise	VERB
fis-4538	234	28	.	.	PUNCT
fis-4538	235	1	the	the	DET
fis-4538	235	2	network	network	NOUN
fis-4538	235	3	may	may	AUX
fis-4538	235	4	occasionally	occasionally	ADV
fis-4538	235	5	tend	tend	VERB
fis-4538	235	6	to	to	PART
fis-4538	235	7	overfit	overfit	VERB
fis-4538	235	8	the	the	DET
fis-4538	235	9	training	training	NOUN
fis-4538	235	10	set	set	VERB
fis-4538	235	11	when	when	SCONJ
fis-4538	235	12	using	use	VERB
fis-4538	235	13	several	several	ADJ
fis-4538	235	14	epochs	epoch	NOUN
fis-4538	235	15	.	.	PUNCT
fis-4538	236	1	the	the	DET
fis-4538	236	2	study	study	NOUN
fis-4538	236	3	utilized	utilize	VERB
fis-4538	236	4	matlab	matlab	PROPN
fis-4538	236	5	software	software	NOUN
fis-4538	236	6	for	for	ADP
fis-4538	236	7	ann	ann	PROPN
fis-4538	236	8	training	training	NOUN
fis-4538	236	9	and	and	CCONJ
fis-4538	236	10	prediction	prediction	NOUN
fis-4538	236	11	analysis	analysis	NOUN
fis-4538	236	12	,	,	PUNCT
fis-4538	236	13	utilizing	utilize	VERB
fis-4538	236	14	the	the	DET
fis-4538	236	15	neural	neural	ADJ
fis-4538	236	16	network	network	NOUN
fis-4538	236	17	toolbox	toolbox	NOUN
fis-4538	236	18	.	.	PUNCT
fis-4538	237	1	various	various	ADJ
fis-4538	237	2	ann	ann	PROPN
fis-4538	237	3	networks	network	NOUN
fis-4538	237	4	were	be	AUX
fis-4538	237	5	built	build	VERB
fis-4538	237	6	by	by	ADP
fis-4538	237	7	varying	vary	VERB
fis-4538	237	8	the	the	DET
fis-4538	237	9	number	number	NOUN
fis-4538	237	10	of	of	ADP
fis-4538	237	11	hidden	hidden	ADJ
fis-4538	237	12	layers	layer	NOUN
fis-4538	237	13	and	and	CCONJ
fis-4538	237	14	neurons	neuron	NOUN
fis-4538	237	15	in	in	ADP
fis-4538	237	16	the	the	DET
fis-4538	237	17	hidden	hidden	ADJ
fis-4538	237	18	layers	layer	NOUN
fis-4538	237	19	.	.	PUNCT
fis-4538	238	1	the	the	DET
fis-4538	238	2	performance	performance	NOUN
fis-4538	238	3	of	of	ADP
fis-4538	238	4	ann	ann	PROPN
fis-4538	238	5	networks	network	NOUN
fis-4538	238	6	was	be	AUX
fis-4538	238	7	assessed	assess	VERB
fis-4538	238	8	by	by	ADP
fis-4538	238	9	plotting	plot	VERB
fis-4538	238	10	training	training	NOUN
fis-4538	238	11	and	and	CCONJ
fis-4538	238	12	test	test	NOUN
fis-4538	238	13	errors	error	NOUN
fis-4538	238	14	against	against	ADP
fis-4538	238	15	epochs	epoch	NOUN
fis-4538	238	16	.	.	PUNCT
fis-4538	239	1	the	the	DET
fis-4538	239	2	number	number	NOUN
fis-4538	239	3	of	of	ADP
fis-4538	239	4	epochs	epoch	NOUN
fis-4538	239	5	was	be	AUX
fis-4538	239	6	set	set	VERB
fis-4538	239	7	before	before	ADP
fis-4538	239	8	training	train	VERB
fis-4538	239	9	a	a	DET
fis-4538	239	10	neural	neural	ADJ
fis-4538	239	11	network	network	NOUN
fis-4538	239	12	model	model	NOUN
fis-4538	239	13	,	,	PUNCT
fis-4538	239	14	ensuring	ensure	VERB
fis-4538	239	15	all	all	DET
fis-4538	239	16	data	datum	NOUN
fis-4538	239	17	was	be	AUX
fis-4538	239	18	used	use	VERB
fis-4538	239	19	exactly	exactly	ADV
fis-4538	239	20	once	once	ADV
fis-4538	239	21	in	in	ADP
fis-4538	239	22	one	one	NUM
fis-4538	239	23	cycle	cycle	NOUN
fis-4538	239	24	.	.	PUNCT
fis-4538	240	1	if	if	SCONJ
fis-4538	240	2	the	the	DET
fis-4538	240	3	number	number	NOUN
fis-4538	240	4	of	of	ADP
fis-4538	240	5	epochs	epoch	NOUN
fis-4538	240	6	is	be	AUX
fis-4538	240	7	s.	s.	PROPN
fis-4538	240	8	chinchanikar	chinchanikar	PROPN
fis-4538	240	9	et	et	PROPN
fis-4538	240	10	alii	alii	PROPN
fis-4538	240	11	,	,	PUNCT
fis-4538	240	12	frattura	frattura	PROPN
fis-4538	240	13	ed	ed	PROPN
fis-4538	240	14	integrità	integrità	PROPN
fis-4538	240	15	strutturale	strutturale	PROPN
fis-4538	240	16	,	,	PUNCT
fis-4538	240	17	67	67	NUM
fis-4538	240	18	(	(	PUNCT
fis-4538	240	19	2023	2023	NUM
fis-4538	240	20	)	)	PUNCT
fis-4538	240	21	176	176	NUM
fis-4538	240	22	-	-	SYM
fis-4538	240	23	191	191	NUM
fis-4538	240	24	;	;	PUNCT
fis-4538	240	25	doi	doi	NOUN
fis-4538	240	26	:	:	PUNCT
fis-4538	240	27	10.3221	10.3221	NUM
fis-4538	240	28	/	/	SYM
fis-4538	240	29	igf	igf	PROPN
fis-4538	240	30	-	-	PUNCT
fis-4538	240	31	esis.67.13	esis.67.13	PROPN
fis-4538	240	32	185	185	NUM
fis-4538	240	33	chosen	choose	VERB
fis-4538	240	34	too	too	ADV
fis-4538	240	35	low	low	ADJ
fis-4538	240	36	during	during	ADP
fis-4538	240	37	the	the	DET
fis-4538	240	38	model	model	NOUN
fis-4538	240	39	-	-	PUNCT
fis-4538	240	40	building	building	NOUN
fis-4538	240	41	phase	phase	NOUN
fis-4538	240	42	,	,	PUNCT
fis-4538	240	43	the	the	DET
fis-4538	240	44	training	training	NOUN
fis-4538	240	45	will	will	AUX
fis-4538	240	46	end	end	VERB
fis-4538	240	47	before	before	SCONJ
fis-4538	240	48	the	the	DET
fis-4538	240	49	model	model	NOUN
fis-4538	240	50	converges	converge	VERB
fis-4538	240	51	.	.	PUNCT
fis-4538	241	1	on	on	ADP
fis-4538	241	2	the	the	DET
fis-4538	241	3	other	other	ADJ
fis-4538	241	4	hand	hand	NOUN
fis-4538	241	5	,	,	PUNCT
fis-4538	241	6	the	the	DET
fis-4538	241	7	data	datum	NOUN
fis-4538	241	8	will	will	AUX
fis-4538	241	9	be	be	AUX
fis-4538	241	10	overfitted	overfitte	VERB
fis-4538	241	11	if	if	SCONJ
fis-4538	241	12	the	the	DET
fis-4538	241	13	number	number	NOUN
fis-4538	241	14	of	of	ADP
fis-4538	241	15	epochs	epoch	NOUN
fis-4538	241	16	chosen	choose	VERB
fis-4538	241	17	is	be	AUX
fis-4538	241	18	very	very	ADV
fis-4538	241	19	high	high	ADJ
fis-4538	241	20	.	.	PUNCT
fis-4538	242	1	furthermore	furthermore	ADV
fis-4538	242	2	,	,	PUNCT
fis-4538	242	3	it	it	PRON
fis-4538	242	4	is	be	AUX
fis-4538	242	5	a	a	DET
fis-4538	242	6	waste	waste	NOUN
fis-4538	242	7	of	of	ADP
fis-4538	242	8	time	time	NOUN
fis-4538	242	9	and	and	CCONJ
fis-4538	242	10	computational	computational	ADJ
fis-4538	242	11	power	power	NOUN
fis-4538	242	12	.	.	PUNCT
fis-4538	243	1	in	in	ADP
fis-4538	243	2	the	the	DET
fis-4538	243	3	present	present	ADJ
fis-4538	243	4	study	study	NOUN
fis-4538	243	5	,	,	PUNCT
fis-4538	243	6	the	the	DET
fis-4538	243	7	maximum	maximum	ADJ
fis-4538	243	8	number	number	NOUN
fis-4538	243	9	of	of	ADP
fis-4538	243	10	epochs	epoch	NOUN
fis-4538	243	11	and	and	CCONJ
fis-4538	243	12	the	the	DET
fis-4538	243	13	learning	learning	NOUN
fis-4538	243	14	rate	rate	NOUN
fis-4538	243	15	were	be	AUX
fis-4538	243	16	set	set	VERB
fis-4538	243	17	at	at	ADP
fis-4538	243	18	default	default	NOUN
fis-4538	243	19	values	value	NOUN
fis-4538	243	20	of	of	ADP
fis-4538	243	21	0.01	0.01	NUM
fis-4538	243	22	and	and	CCONJ
fis-4538	243	23	1000	1000	NUM
fis-4538	243	24	,	,	PUNCT
fis-4538	243	25	respectively	respectively	ADV
fis-4538	243	26	.	.	PUNCT
fis-4538	244	1	the	the	DET
fis-4538	244	2	error	error	NOUN
fis-4538	244	3	goal	goal	NOUN
fis-4538	244	4	was	be	AUX
fis-4538	244	5	set	set	VERB
fis-4538	244	6	to	to	ADP
fis-4538	244	7	zero	zero	NUM
fis-4538	244	8	.	.	PUNCT
fis-4538	245	1	computational	computational	ADJ
fis-4538	245	2	time	time	NOUN
fis-4538	245	3	was	be	AUX
fis-4538	245	4	not	not	PART
fis-4538	245	5	a	a	DET
fis-4538	245	6	constraint	constraint	NOUN
fis-4538	245	7	when	when	SCONJ
fis-4538	245	8	developing	develop	VERB
fis-4538	245	9	an	an	DET
fis-4538	245	10	ann	ann	PROPN
fis-4538	245	11	model	model	NOUN
fis-4538	245	12	.	.	PUNCT
fis-4538	246	1	it	it	PRON
fis-4538	246	2	was	be	AUX
fis-4538	246	3	set	set	VERB
fis-4538	246	4	to	to	PART
fis-4538	246	5	infinite	infinite	VERB
fis-4538	246	6	time	time	NOUN
fis-4538	246	7	.	.	PUNCT
fis-4538	247	1	the	the	DET
fis-4538	247	2	ann	ann	PROPN
fis-4538	247	3	parameters	parameter	NOUN
fis-4538	247	4	and	and	CCONJ
fis-4538	247	5	system	system	NOUN
fis-4538	247	6	configuration	configuration	NOUN
fis-4538	247	7	that	that	PRON
fis-4538	247	8	were	be	AUX
fis-4538	247	9	used	use	VERB
fis-4538	247	10	in	in	ADP
fis-4538	247	11	the	the	DET
fis-4538	247	12	construction	construction	NOUN
fis-4538	247	13	and	and	CCONJ
fis-4538	247	14	analysis	analysis	NOUN
fis-4538	247	15	are	be	AUX
fis-4538	247	16	given	give	VERB
fis-4538	247	17	in	in	ADP
fis-4538	247	18	tab	tab	NOUN
fis-4538	247	19	.	.	PUNCT
fis-4538	248	1	3	3	X
fis-4538	248	2	.	.	X
fis-4538	248	3	ann	ann	PROPN
fis-4538	248	4	parameter	parameter	PROPN
fis-4538	248	5	characteristics	characteristics	PROPN
fis-4538	248	6	system	system	NOUN
fis-4538	248	7	configuration	configuration	NOUN
fis-4538	248	8	number	number	NOUN
fis-4538	248	9	of	of	ADP
fis-4538	248	10	hidden	hide	VERB
fis-4538	248	11	layer(s	layer(s	NOUN
fis-4538	248	12	)	)	PUNCT
fis-4538	248	13	1	1	NUM
fis-4538	248	14	,	,	PUNCT
fis-4538	248	15	3	3	NUM
fis-4538	248	16	,	,	PUNCT
fis-4538	248	17	and	and	CCONJ
fis-4538	248	18	5	5	NUM
fis-4538	248	19	an	an	DET
fis-4538	248	20	x64	x64	NOUN
fis-4538	248	21	-	-	PUNCT
fis-4538	248	22	based	base	VERB
fis-4538	248	23	pc	pc	NOUN
fis-4538	248	24	(	(	PUNCT
fis-4538	248	25	lenevo	lenevo	ADJ
fis-4538	248	26	,	,	PUNCT
fis-4538	248	27	model	model	NOUN
fis-4538	248	28	:	:	PUNCT
fis-4538	248	29	81y4	81y4	NUM
fis-4538	248	30	)	)	PUNCT
fis-4538	248	31	with	with	ADP
fis-4538	248	32	a	a	DET
fis-4538	248	33	processor	processor	NOUN
fis-4538	248	34	intel(r	intel(r	PROPN
fis-4538	248	35	)	)	PUNCT
fis-4538	248	36	core	core	NOUN
fis-4538	248	37	(	(	PUNCT
fis-4538	248	38	tm	tm	NOUN
fis-4538	248	39	)	)	PUNCT
fis-4538	248	40	i7	i7	NOUN
fis-4538	248	41	-	-	PUNCT
fis-4538	248	42	10750h	10750h	NUM
fis-4538	248	43	cpu	cpu	NOUN
fis-4538	248	44	@	@	ADP
fis-4538	248	45	2.60ghz	2.60ghz	NUM
fis-4538	248	46	,	,	PUNCT
fis-4538	248	47	2592	2592	NUM
fis-4538	248	48	mhz	mhz	NOUN
fis-4538	248	49	,	,	PUNCT
fis-4538	248	50	6	6	NUM
fis-4538	248	51	cores	core	NOUN
fis-4538	248	52	,	,	PUNCT
fis-4538	248	53	and	and	CCONJ
fis-4538	248	54	12	12	NUM
fis-4538	248	55	logical	logical	ADJ
fis-4538	248	56	processors	processor	NOUN
fis-4538	248	57	number	number	NOUN
fis-4538	248	58	of	of	ADP
fis-4538	248	59	neurons	neuron	NOUN
fis-4538	248	60	on	on	ADP
fis-4538	248	61	hidden	hide	VERB
fis-4538	248	62	layer	layer	NOUN
fis-4538	248	63	10	10	NUM
fis-4538	248	64	,	,	PUNCT
fis-4538	248	65	30	30	NUM
fis-4538	248	66	,	,	PUNCT
fis-4538	248	67	and	and	CCONJ
fis-4538	248	68	50	50	NUM
fis-4538	248	69	number	number	NOUN
fis-4538	248	70	of	of	ADP
fis-4538	248	71	epochs	epoch	NOUN
fis-4538	248	72	(	(	PUNCT
fis-4538	248	73	max	max	PROPN
fis-4538	248	74	)	)	PUNCT
fis-4538	248	75	1000	1000	NUM
fis-4538	248	76	learning	learning	NOUN
fis-4538	248	77	rate	rate	NOUN
fis-4538	248	78	0.001	0.001	NUM
fis-4538	248	79	rate	rate	NOUN
fis-4538	248	80	of	of	ADP
fis-4538	248	81	train	train	NOUN
fis-4538	248	82	data	datum	NOUN
fis-4538	248	83	(	(	PUNCT
fis-4538	248	84	random	random	ADJ
fis-4538	248	85	)	)	PUNCT
fis-4538	248	86	70	70	NUM
fis-4538	248	87	%	%	NOUN
fis-4538	248	88	rate	rate	NOUN
fis-4538	248	89	of	of	ADP
fis-4538	248	90	test	test	NOUN
fis-4538	248	91	data	datum	NOUN
fis-4538	248	92	(	(	PUNCT
fis-4538	248	93	random	random	ADJ
fis-4538	248	94	)	)	PUNCT
fis-4538	248	95	30	30	NUM
fis-4538	248	96	%	%	NOUN
fis-4538	248	97	learning	learn	VERB
fis-4538	248	98	algorithm	algorithm	PROPN
fis-4538	248	99	levenberg	levenberg	PROPN
fis-4538	248	100	-	-	PUNCT
fis-4538	248	101	marquardt	marquardt	PROPN
fis-4538	248	102	backpropagation	backpropagation	NOUN
fis-4538	248	103	technique	technique	NOUN
fis-4538	248	104	transfer	transfer	NOUN
fis-4538	248	105	function	function	NOUN
fis-4538	248	106	tansig	tansig	NOUN
fis-4538	248	107	(	(	PUNCT
fis-4538	248	108	tangent	tangent	NOUN
fis-4538	248	109	sigmoid	sigmoid	NOUN
fis-4538	248	110	)	)	PUNCT
fis-4538	249	1	learning	learn	VERB
fis-4538	249	2	rule	rule	VERB
fis-4538	249	3	back	back	ADP
fis-4538	249	4	propagation	propagation	NOUN
fis-4538	249	5	table	table	NOUN
fis-4538	249	6	3	3	NUM
fis-4538	249	7	:	:	PUNCT
fis-4538	249	8	ann	ann	PROPN
fis-4538	249	9	model	model	NOUN
fis-4538	249	10	parameters	parameter	NOUN
fis-4538	249	11	and	and	CCONJ
fis-4538	249	12	system	system	NOUN
fis-4538	249	13	configuration	configuration	NOUN
fis-4538	249	14	in	in	ADP
fis-4538	249	15	the	the	DET
fis-4538	249	16	construction	construction	NOUN
fis-4538	249	17	and	and	CCONJ
fis-4538	249	18	analysis	analysis	NOUN
fis-4538	249	19	.	.	PUNCT
fis-4538	250	1	using	use	VERB
fis-4538	250	2	the	the	DET
fis-4538	250	3	matlab	matlab	PROPN
fis-4538	250	4	toolbox	toolbox	NOUN
fis-4538	250	5	,	,	PUNCT
fis-4538	250	6	an	an	DET
fis-4538	250	7	ann	ann	PROPN
fis-4538	250	8	model	model	NOUN
fis-4538	250	9	is	be	AUX
fis-4538	250	10	developed	develop	VERB
fis-4538	250	11	to	to	PART
fis-4538	250	12	obtain	obtain	VERB
fis-4538	250	13	the	the	DET
fis-4538	250	14	flank	flank	NOUN
fis-4538	250	15	wear	wear	VERB
fis-4538	250	16	growth	growth	NOUN
fis-4538	250	17	varying	vary	VERB
fis-4538	250	18	with	with	ADP
fis-4538	250	19	the	the	DET
fis-4538	250	20	cutting	cut	VERB
fis-4538	250	21	parameters	parameter	NOUN
fis-4538	250	22	and	and	CCONJ
fis-4538	250	23	cutting	cut	VERB
fis-4538	250	24	time	time	NOUN
fis-4538	250	25	.	.	PUNCT
fis-4538	251	1	input	input	NOUN
fis-4538	251	2	,	,	PUNCT
fis-4538	251	3	output	output	NOUN
fis-4538	251	4	,	,	PUNCT
fis-4538	251	5	and	and	CCONJ
fis-4538	251	6	hidden	hidden	ADJ
fis-4538	251	7	layers	layer	NOUN
fis-4538	251	8	make	make	VERB
fis-4538	251	9	up	up	ADP
fis-4538	251	10	the	the	DET
fis-4538	251	11	three	three	NUM
fis-4538	251	12	levels	level	NOUN
fis-4538	251	13	of	of	ADP
fis-4538	251	14	the	the	DET
fis-4538	251	15	ann	ann	PROPN
fis-4538	251	16	design	design	PROPN
fis-4538	251	17	(	(	PUNCT
fis-4538	251	18	fig	fig	NOUN
fis-4538	251	19	.	.	PUNCT
fis-4538	251	20	15	15	NUM
fis-4538	251	21	)	)	PUNCT
fis-4538	251	22	.	.	PUNCT
fis-4538	252	1	four	four	NUM
fis-4538	252	2	numbers	number	NOUN
fis-4538	252	3	of	of	ADP
fis-4538	252	4	neurons	neuron	NOUN
fis-4538	252	5	(	(	PUNCT
fis-4538	252	6	for	for	ADP
fis-4538	252	7	input	input	NOUN
fis-4538	252	8	variables	variable	NOUN
fis-4538	252	9	such	such	ADJ
fis-4538	252	10	as	as	ADP
fis-4538	252	11	cutting	cut	VERB
fis-4538	252	12	speed	speed	NOUN
fis-4538	252	13	,	,	PUNCT
fis-4538	252	14	feed	feed	NOUN
fis-4538	252	15	,	,	PUNCT
fis-4538	252	16	depth	depth	NOUN
fis-4538	252	17	of	of	ADP
fis-4538	252	18	cut	cut	NOUN
fis-4538	252	19	,	,	PUNCT
fis-4538	252	20	and	and	CCONJ
fis-4538	252	21	machining	machining	NOUN
fis-4538	252	22	time	time	NOUN
fis-4538	252	23	)	)	PUNCT
fis-4538	252	24	are	be	AUX
fis-4538	252	25	present	present	ADJ
fis-4538	252	26	in	in	ADP
fis-4538	252	27	the	the	DET
fis-4538	252	28	input	input	NOUN
fis-4538	252	29	layer	layer	NOUN
fis-4538	252	30	;	;	PUNCT
fis-4538	252	31	one	one	NUM
fis-4538	252	32	is	be	AUX
fis-4538	252	33	present	present	ADJ
fis-4538	252	34	in	in	ADP
fis-4538	252	35	the	the	DET
fis-4538	252	36	output	output	NOUN
fis-4538	252	37	layer	layer	NOUN
fis-4538	252	38	(	(	PUNCT
fis-4538	252	39	for	for	ADP
fis-4538	252	40	predicting	predict	VERB
fis-4538	252	41	flank	flank	NOUN
fis-4538	252	42	wear	wear	NOUN
fis-4538	252	43	growth	growth	NOUN
fis-4538	252	44	)	)	PUNCT
fis-4538	252	45	,	,	PUNCT
fis-4538	252	46	and	and	CCONJ
fis-4538	252	47	the	the	DET
fis-4538	252	48	necessary	necessary	ADJ
fis-4538	252	49	number	number	NOUN
fis-4538	252	50	of	of	ADP
fis-4538	252	51	neurons	neuron	NOUN
fis-4538	252	52	are	be	AUX
fis-4538	252	53	present	present	ADJ
fis-4538	252	54	in	in	ADP
fis-4538	252	55	the	the	DET
fis-4538	252	56	hidden	hide	VERB
fis-4538	252	57	layer(s	layer(s	NOUN
fis-4538	252	58	)	)	PUNCT
fis-4538	252	59	.	.	PUNCT
fis-4538	253	1	an	an	DET
fis-4538	253	2	array	array	NOUN
fis-4538	253	3	of	of	ADP
fis-4538	253	4	numerical	numerical	ADJ
fis-4538	253	5	inputs	input	NOUN
fis-4538	253	6	is	be	AUX
fis-4538	253	7	mapped	map	VERB
fis-4538	253	8	to	to	ADP
fis-4538	253	9	an	an	DET
fis-4538	253	10	array	array	NOUN
fis-4538	253	11	of	of	ADP
fis-4538	253	12	numerical	numerical	ADJ
fis-4538	253	13	targets	target	NOUN
fis-4538	253	14	using	use	VERB
fis-4538	253	15	a	a	DET
fis-4538	253	16	feed	feed	NOUN
fis-4538	253	17	-	-	PUNCT
fis-4538	253	18	forward	forward	ADV
fis-4538	253	19	neural	neural	ADJ
fis-4538	253	20	network	network	NOUN
fis-4538	253	21	.	.	PUNCT
fis-4538	254	1	the	the	DET
fis-4538	254	2	matlab	matlab	PROPN
fis-4538	254	3	toolbox	toolbox	NOUN
fis-4538	254	4	neural	neural	ADJ
fis-4538	254	5	fitting	fitting	ADJ
fis-4538	254	6	program	program	NOUN
fis-4538	254	7	will	will	AUX
fis-4538	254	8	assist	assist	VERB
fis-4538	254	9	in	in	ADP
fis-4538	254	10	the	the	DET
fis-4538	254	11	selection	selection	NOUN
fis-4538	254	12	of	of	ADP
fis-4538	254	13	data	datum	NOUN
fis-4538	254	14	,	,	PUNCT
fis-4538	254	15	the	the	DET
fis-4538	254	16	design	design	NOUN
fis-4538	254	17	and	and	CCONJ
fis-4538	254	18	training	training	NOUN
fis-4538	254	19	of	of	ADP
fis-4538	254	20	a	a	DET
fis-4538	254	21	network	network	NOUN
fis-4538	254	22	,	,	PUNCT
fis-4538	254	23	and	and	CCONJ
fis-4538	254	24	the	the	DET
fis-4538	254	25	evaluation	evaluation	NOUN
fis-4538	254	26	of	of	ADP
fis-4538	254	27	its	its	PRON
fis-4538	254	28	performance	performance	NOUN
fis-4538	254	29	using	use	VERB
fis-4538	254	30	regression	regression	NOUN
fis-4538	254	31	analysis	analysis	NOUN
fis-4538	254	32	and	and	CCONJ
fis-4538	254	33	mean	mean	VERB
fis-4538	254	34	squared	square	VERB
fis-4538	254	35	error	error	NOUN
fis-4538	254	36	.	.	PUNCT
fis-4538	255	1	given	give	VERB
fis-4538	255	2	reliable	reliable	ADJ
fis-4538	255	3	data	datum	NOUN
fis-4538	255	4	and	and	CCONJ
fis-4538	255	5	adequate	adequate	ADJ
fis-4538	255	6	hidden	hidden	ADJ
fis-4538	255	7	layer	layer	NOUN
fis-4538	255	8	neurons	neuron	NOUN
fis-4538	255	9	,	,	PUNCT
fis-4538	255	10	a	a	DET
fis-4538	255	11	two	two	NUM
fis-4538	255	12	-	-	PUNCT
fis-4538	255	13	layer	layer	NOUN
fis-4538	255	14	feed	feed	NOUN
fis-4538	255	15	-	-	PUNCT
fis-4538	255	16	forward	forward	NOUN
fis-4538	255	17	network	network	NOUN
fis-4538	255	18	with	with	ADP
fis-4538	255	19	sigmoid	sigmoid	NOUN
fis-4538	255	20	hidden	hide	VERB
fis-4538	255	21	neurons	neuron	NOUN
fis-4538	255	22	and	and	CCONJ
fis-4538	255	23	linear	linear	ADJ
fis-4538	255	24	output	output	NOUN
fis-4538	255	25	neurons	neuron	NOUN
fis-4538	255	26	is	be	AUX
fis-4538	255	27	arbitrarily	arbitrarily	ADV
fis-4538	255	28	chosen	choose	VERB
fis-4538	255	29	to	to	PART
fis-4538	255	30	suit	suit	VERB
fis-4538	255	31	multi	multi	ADJ
fis-4538	255	32	-	-	ADJ
fis-4538	255	33	dimensional	dimensional	ADJ
fis-4538	255	34	problems	problem	NOUN
fis-4538	255	35	.	.	PUNCT
fis-4538	256	1	the	the	DET
fis-4538	256	2	hyperbolic	hyperbolic	ADJ
fis-4538	256	3	tangent	tangent	NOUN
fis-4538	256	4	sigmoid	sigmoid	NOUN
fis-4538	256	5	transfer	transfer	NOUN
fis-4538	256	6	function	function	NOUN
fis-4538	256	7	(	(	PUNCT
fis-4538	256	8	tansig	tansig	NOUN
fis-4538	256	9	)	)	PUNCT
fis-4538	256	10	given	give	VERB
fis-4538	256	11	in	in	ADP
fis-4538	256	12	eqn	eqn	NOUN
fis-4538	256	13	.	.	PUNCT
fis-4538	257	1	(	(	PUNCT
fis-4538	257	2	2	2	X
fis-4538	257	3	)	)	PUNCT
fis-4538	257	4	was	be	AUX
fis-4538	257	5	used	use	VERB
fis-4538	257	6	as	as	ADP
fis-4538	257	7	the	the	DET
fis-4538	257	8	transfer	transfer	NOUN
fis-4538	257	9	function	function	NOUN
fis-4538	257	10	.	.	PUNCT
fis-4538	258	1	figure	figure	NOUN
fis-4538	258	2	15	15	NUM
fis-4538	258	3	:	:	PUNCT
fis-4538	258	4	ann	ann	NOUN
fis-4538	258	5	architecture	architecture	NOUN
fis-4538	258	6	to	to	PART
fis-4538	258	7	obtain	obtain	VERB
fis-4538	258	8	flank	flank	NOUN
fis-4538	258	9	wear	wear	NOUN
fis-4538	258	10	growth	growth	NOUN
fis-4538	258	11	.	.	PUNCT
fis-4538	259	1	2	2	NUM
fis-4538	259	2	2	2	NUM
fis-4538	259	3	(	(	PUNCT
fis-4538	259	4	)	)	PUNCT
fis-4538	259	5	tanh	tanh	NOUN
fis-4538	259	6	(	(	PUNCT
fis-4538	259	7	)	)	PUNCT
fis-4538	259	8	1	1	NUM
fis-4538	259	9	1	1	NUM
fis-4538	259	10	nf	nf	NOUN
fis-4538	259	11	n	n	CCONJ
fis-4538	259	12	n	n	ADV
fis-4538	259	13	e	e	NOUN
fis-4538	259	14			NUM
fis-4538	259	15			PROPN
fis-4538	259	16			PROPN
fis-4538	259	17			X
fis-4538	259	18	(	(	PUNCT
fis-4538	259	19	2	2	NUM
fis-4538	259	20	)	)	PUNCT
fis-4538	259	21	where	where	SCONJ
fis-4538	259	22	(	(	PUNCT
fis-4538	259	23	)	)	PUNCT
fis-4538	259	24	f	f	PROPN
fis-4538	259	25	n	n	PRON
fis-4538	259	26	is	be	AUX
fis-4538	259	27	the	the	DET
fis-4538	259	28	hyperbolic	hyperbolic	ADJ
fis-4538	259	29	tangent	tangent	NOUN
fis-4538	259	30	sigmoid	sigmoid	NOUN
fis-4538	259	31	transfer	transfer	NOUN
fis-4538	259	32	function	function	NOUN
fis-4538	259	33	.	.	PUNCT
fis-4538	260	1	the	the	DET
fis-4538	260	2	levenberg	levenberg	PROPN
fis-4538	260	3	-	-	PUNCT
fis-4538	260	4	marquardt	marquardt	PROPN
fis-4538	260	5	method	method	NOUN
fis-4538	260	6	,	,	PUNCT
fis-4538	260	7	bayesian	bayesian	NOUN
fis-4538	260	8	regularization	regularization	NOUN
fis-4538	260	9	,	,	PUNCT
fis-4538	260	10	and	and	CCONJ
fis-4538	260	11	scaled	scale	VERB
fis-4538	260	12	conjugate	conjugate	ADJ
fis-4538	260	13	gradient	gradient	NOUN
fis-4538	260	14	algorithms	algorithm	NOUN
fis-4538	260	15	can	can	AUX
fis-4538	260	16	be	be	AUX
fis-4538	260	17	used	use	VERB
fis-4538	260	18	to	to	PART
fis-4538	260	19	train	train	VERB
fis-4538	260	20	the	the	DET
fis-4538	260	21	network	network	NOUN
fis-4538	260	22	.	.	PUNCT
fis-4538	261	1	in	in	ADP
fis-4538	261	2	this	this	DET
fis-4538	261	3	study	study	NOUN
fis-4538	261	4	,	,	PUNCT
fis-4538	261	5	the	the	DET
fis-4538	261	6	levenberg	levenberg	PROPN
fis-4538	261	7	-	-	PUNCT
fis-4538	261	8	marquardt	marquardt	PROPN
fis-4538	261	9	method	method	NOUN
fis-4538	261	10	has	have	AUX
fis-4538	261	11	been	be	AUX
fis-4538	261	12	primarily	primarily	ADV
fis-4538	261	13	used	use	VERB
fis-4538	261	14	because	because	SCONJ
fis-4538	261	15	it	it	PRON
fis-4538	261	16	is	be	AUX
fis-4538	261	17	quicker	quick	ADJ
fis-4538	261	18	than	than	ADP
fis-4538	261	19	other	other	ADJ
fis-4538	261	20	algorithms	algorithm	NOUN
fis-4538	261	21	.	.	PUNCT
fis-4538	262	1	however	however	ADV
fis-4538	262	2	,	,	PUNCT
fis-4538	262	3	this	this	DET
fis-4538	262	4	approach	approach	NOUN
fis-4538	262	5	nevertheless	nevertheless	ADV
fis-4538	262	6	uses	use	VERB
fis-4538	262	7	more	more	ADJ
fis-4538	262	8	memory	memory	NOUN
fis-4538	262	9	.	.	PUNCT
fis-4538	263	1	three	three	NUM
fis-4538	263	2	different	different	ADJ
fis-4538	263	3	types	type	NOUN
fis-4538	263	4	of	of	ADP
fis-4538	263	5	samples	sample	NOUN
fis-4538	263	6	are	be	AUX
fis-4538	263	7	employed	employ	VERB
fis-4538	263	8	in	in	ADP
fis-4538	263	9	neural	neural	ADJ
fis-4538	263	10	networks	network	NOUN
fis-4538	263	11	for	for	ADP
fis-4538	263	12	the	the	DET
fis-4538	263	13	training	training	NOUN
fis-4538	263	14	and	and	CCONJ
fis-4538	263	15	validation	validation	NOUN
fis-4538	263	16	of	of	ADP
fis-4538	263	17	test	test	NOUN
fis-4538	263	18	data	datum	NOUN
fis-4538	263	19	.	.	PUNCT
fis-4538	264	1	approximately	approximately	ADV
fis-4538	264	2	70	70	NUM
fis-4538	264	3	%	%	NOUN
fis-4538	264	4	of	of	ADP
fis-4538	264	5	the	the	DET
fis-4538	264	6	data	datum	NOUN
fis-4538	264	7	is	be	AUX
fis-4538	264	8	used	use	VERB
fis-4538	264	9	to	to	PART
fis-4538	264	10	train	train	VERB
fis-4538	264	11	the	the	DET
fis-4538	264	12	neural	neural	ADJ
fis-4538	264	13	network	network	NOUN
fis-4538	264	14	.	.	PUNCT
fis-4538	265	1	about	about	ADV
fis-4538	265	2	15	15	NUM
fis-4538	265	3	%	%	NOUN
fis-4538	265	4	of	of	ADP
fis-4538	265	5	the	the	DET
fis-4538	265	6	data	datum	NOUN
fis-4538	265	7	is	be	AUX
fis-4538	265	8	used	use	VERB
fis-4538	265	9	to	to	PART
fis-4538	265	10	verify	verify	VERB
fis-4538	265	11	the	the	DET
fis-4538	265	12	predicted	predict	VERB
fis-4538	265	13	outcomes	outcome	NOUN
fis-4538	265	14	of	of	ADP
fis-4538	265	15	the	the	DET
fis-4538	265	16	trained	train	VERB
fis-4538	265	17	neural	neural	ADJ
fis-4538	265	18	network	network	NOUN
fis-4538	265	19	.	.	PUNCT
fis-4538	266	1	these	these	DET
fis-4538	266	2	validation	validation	NOUN
fis-4538	266	3	data	data	NOUN
fis-4538	266	4	sets	set	NOUN
fis-4538	266	5	are	be	AUX
fis-4538	266	6	employed	employ	VERB
fis-4538	266	7	to	to	PART
fis-4538	266	8	gauge	gauge	VERB
fis-4538	266	9	network	network	NOUN
fis-4538	266	10	generalization	generalization	NOUN
fis-4538	266	11	and	and	CCONJ
fis-4538	266	12	stop	stop	VERB
fis-4538	266	13	training	training	NOUN
fis-4538	266	14	when	when	SCONJ
fis-4538	266	15	generalization	generalization	NOUN
fis-4538	266	16	reaches	reach	VERB
fis-4538	266	17	a	a	DET
fis-4538	266	18	certain	certain	ADJ
fis-4538	266	19	point	point	NOUN
fis-4538	266	20	.	.	PUNCT
fis-4538	267	1	around	around	ADV
fis-4538	267	2	15	15	NUM
fis-4538	267	3	%	%	NOUN
fis-4538	267	4	of	of	ADP
fis-4538	267	5	the	the	DET
fis-4538	267	6	data	datum	NOUN
fis-4538	267	7	is	be	AUX
fis-4538	267	8	utilized	utilize	VERB
fis-4538	267	9	for	for	ADP
fis-4538	267	10	testing	test	VERB
fis-4538	267	11	the	the	DET
fis-4538	267	12	predicted	predict	VERB
fis-4538	267	13	results	result	NOUN
fis-4538	267	14	by	by	ADP
fis-4538	267	15	the	the	DET
fis-4538	267	16	neural	neural	ADJ
fis-4538	267	17	network	network	NOUN
fis-4538	267	18	.	.	PUNCT
fis-4538	268	1	these	these	DET
fis-4538	268	2	data	datum	NOUN
fis-4538	268	3	sets	set	NOUN
fis-4538	268	4	do	do	AUX
fis-4538	268	5	not	not	PART
fis-4538	268	6	influence	influence	VERB
fis-4538	268	7	training	training	NOUN
fis-4538	268	8	and	and	CCONJ
fis-4538	268	9	provide	provide	VERB
fis-4538	268	10	an	an	DET
fis-4538	268	11	independent	independent	ADJ
fis-4538	268	12	measure	measure	NOUN
fis-4538	268	13	of	of	ADP
fis-4538	268	14	network	network	NOUN
fis-4538	268	15	performance	performance	NOUN
fis-4538	268	16	during	during	ADP
fis-4538	268	17	and	and	CCONJ
fis-4538	268	18	after	after	ADP
fis-4538	268	19	training	training	NOUN
fis-4538	268	20	.	.	PUNCT
fis-4538	269	1	the	the	DET
fis-4538	269	2	ann	ann	PROPN
fis-4538	269	3	model	model	NOUN
fis-4538	269	4	is	be	AUX
fis-4538	269	5	developed	develop	VERB
fis-4538	269	6	by	by	ADP
fis-4538	269	7	analyzing	analyze	VERB
fis-4538	269	8	170	170	NUM
fis-4538	269	9	flank	flank	NOUN
fis-4538	269	10	wear	wear	NOUN
fis-4538	269	11	observations	observation	NOUN
fis-4538	269	12	under	under	ADP
fis-4538	269	13	various	various	ADJ
fis-4538	269	14	cutting	cutting	NOUN
fis-4538	269	15	conditions	condition	NOUN
fis-4538	269	16	and	and	CCONJ
fis-4538	269	17	machining	machining	NOUN
fis-4538	269	18	times	time	NOUN
fis-4538	269	19	,	,	PUNCT
fis-4538	269	20	as	as	SCONJ
fis-4538	269	21	shown	show	VERB
fis-4538	269	22	in	in	ADP
fis-4538	269	23	tab	tab	NOUN
fis-4538	269	24	.	.	PUNCT
fis-4538	270	1	4	4	X
fis-4538	270	2	.	.	X
fis-4538	270	3	s.	s.	PROPN
fis-4538	270	4	chinchanikar	chinchanikar	PROPN
fis-4538	270	5	et	et	PROPN
fis-4538	270	6	alii	alii	PROPN
fis-4538	270	7	,	,	PUNCT
fis-4538	270	8	frattura	frattura	PROPN
fis-4538	270	9	ed	ed	PROPN
fis-4538	270	10	integrità	integrità	PROPN
fis-4538	270	11	strutturale	strutturale	PROPN
fis-4538	270	12	,	,	PUNCT
fis-4538	270	13	67	67	NUM
fis-4538	270	14	(	(	PUNCT
fis-4538	270	15	2023	2023	NUM
fis-4538	270	16	)	)	PUNCT
fis-4538	270	17	176	176	NUM
fis-4538	270	18	-	-	SYM
fis-4538	270	19	191	191	NUM
fis-4538	270	20	;	;	PUNCT
fis-4538	270	21	doi	doi	NOUN
fis-4538	270	22	:	:	PUNCT
fis-4538	270	23	10.3221	10.3221	NUM
fis-4538	270	24	/	/	SYM
fis-4538	270	25	igf	igf	PROPN
fis-4538	270	26	-	-	PUNCT
fis-4538	270	27	esis.67.13	esis.67.13	PROPN
fis-4538	270	28	186	186	NUM
fis-4538	270	29	expt	expt	NOUN
fis-4538	270	30	.	.	PUNCT
fis-4538	271	1	run	run	VERB
fis-4538	271	2	cutting	cut	VERB
fis-4538	271	3	speed	speed	NOUN
fis-4538	271	4	(	(	PUNCT
fis-4538	271	5	v	v	NOUN
fis-4538	271	6	)	)	PUNCT
fis-4538	271	7	(	(	PUNCT
fis-4538	271	8	m	m	NOUN
fis-4538	271	9	/	/	SYM
fis-4538	271	10	min	min	NOUN
fis-4538	271	11	)	)	PUNCT
fis-4538	271	12	feed	feed	NOUN
fis-4538	271	13	(	(	PUNCT
fis-4538	271	14	f	f	X
fis-4538	271	15	)	)	PUNCT
fis-4538	271	16	(	(	PUNCT
fis-4538	271	17	mm	mm	NOUN
fis-4538	271	18	/	/	SYM
fis-4538	271	19	rev	rev	ADJ
fis-4538	271	20	)	)	PUNCT
fis-4538	271	21	depth	depth	NOUN
fis-4538	271	22	of	of	ADP
fis-4538	271	23	cut	cut	NOUN
fis-4538	271	24	(	(	PUNCT
fis-4538	271	25	d	d	NOUN
fis-4538	271	26	)	)	PUNCT
fis-4538	271	27	(	(	PUNCT
fis-4538	271	28	mm	mm	NOUN
fis-4538	271	29	)	)	PUNCT
fis-4538	271	30	number	number	NOUN
fis-4538	271	31	of	of	ADP
fis-4538	271	32	observations	observation	NOUN
fis-4538	271	33	used	use	VERB
fis-4538	271	34	for	for	ADP
fis-4538	271	35	ann	ann	PROPN
fis-4538	271	36	observations	observation	NOUN
fis-4538	271	37	can	can	AUX
fis-4538	271	38	be	be	AUX
fis-4538	271	39	referred	refer	VERB
fis-4538	271	40	from	from	ADP
fis-4538	271	41	training	training	NOUN
fis-4538	271	42	testing	testing	NOUN
fis-4538	271	43	r1	r1	NOUN
fis-4538	271	44	300	300	NUM
fis-4538	271	45	0.1	0.1	NUM
fis-4538	271	46	0.5	0.5	NUM
fis-4538	271	47	15	15	NUM
fis-4538	271	48	3	3	NUM
fis-4538	271	49	fig	fig	NOUN
fis-4538	271	50	.	.	PUNCT
fis-4538	272	1	3	3	NUM
fis-4538	272	2	r2	r2	PROPN
fis-4538	272	3	350	350	NUM
fis-4538	272	4	0.08	0.08	NUM
fis-4538	272	5	0.4	0.4	NUM
fis-4538	272	6	10	10	NUM
fis-4538	272	7	2	2	NUM
fis-4538	272	8	fig	fig	NOUN
fis-4538	272	9	.	.	PUNCT
fis-4538	273	1	3	3	NUM
fis-4538	273	2	r3	r3	PROPN
fis-4538	273	3	350	350	NUM
fis-4538	273	4	0.12	0.12	NUM
fis-4538	273	5	0.4	0.4	NUM
fis-4538	273	6	9	9	NUM
fis-4538	273	7	2	2	NUM
fis-4538	273	8	fig	fig	NOUN
fis-4538	273	9	.	.	PUNCT
fis-4538	274	1	3	3	NUM
fis-4538	274	2	r4	r4	VERB
fis-4538	274	3	250	250	NUM
fis-4538	274	4	0.08	0.08	NUM
fis-4538	274	5	0.4	0.4	NUM
fis-4538	274	6	10	10	NUM
fis-4538	274	7	2	2	NUM
fis-4538	274	8	fig	fig	NOUN
fis-4538	274	9	.	.	PUNCT
fis-4538	275	1	3	3	NUM
fis-4538	275	2	r5	r5	PROPN
fis-4538	275	3	250	250	NUM
fis-4538	275	4	0.12	0.12	NUM
fis-4538	275	5	0.4	0.4	NUM
fis-4538	275	6	10	10	NUM
fis-4538	275	7	4	4	NUM
fis-4538	275	8	fig	fig	NOUN
fis-4538	275	9	.	.	PUNCT
fis-4538	276	1	3	3	NUM
fis-4538	276	2	r6	r6	NOUN
fis-4538	276	3	300	300	NUM
fis-4538	276	4	0.05	0.05	NUM
fis-4538	276	5	0.3	0.3	NUM
fis-4538	276	6	6	6	NUM
fis-4538	276	7	4	4	NUM
fis-4538	276	8	fig	fig	NOUN
fis-4538	276	9	.	.	PUNCT
fis-4538	277	1	3	3	NUM
fis-4538	277	2	r7	r7	NOUN
fis-4538	277	3	300	300	NUM
fis-4538	277	4	0.1	0.1	NUM
fis-4538	277	5	0.3	0.3	NUM
fis-4538	277	6	13	13	NUM
fis-4538	277	7	3	3	NUM
fis-4538	277	8	fig	fig	NOUN
fis-4538	277	9	.	.	PUNCT
fis-4538	278	1	3	3	NUM
fis-4538	278	2	r8	r8	NOUN
fis-4538	278	3	300	300	NUM
fis-4538	278	4	0.15	0.15	NUM
fis-4538	278	5	0.3	0.3	NUM
fis-4538	278	6	14	14	NUM
fis-4538	278	7	5	5	NUM
fis-4538	278	8	fig	fig	NOUN
fis-4538	278	9	.	.	PUNCT
fis-4538	279	1	3	3	NUM
fis-4538	279	2	r9	r9	VERB
fis-4538	279	3	200	200	NUM
fis-4538	279	4	0.1	0.1	NUM
fis-4538	279	5	0.3	0.3	NUM
fis-4538	279	6	9	9	NUM
fis-4538	279	7	3	3	NUM
fis-4538	279	8	fig	fig	NOUN
fis-4538	279	9	.	.	PUNCT
fis-4538	280	1	4	4	NUM
fis-4538	280	2	r10	r10	NOUN
fis-4538	280	3	400	400	NUM
fis-4538	280	4	0.1	0.1	NUM
fis-4538	280	5	0.3	0.3	NUM
fis-4538	280	6	7	7	NUM
fis-4538	280	7	3	3	NUM
fis-4538	280	8	fig	fig	NOUN
fis-4538	280	9	.	.	PUNCT
fis-4538	281	1	4	4	NUM
fis-4538	281	2	r11	r11	NOUN
fis-4538	281	3	350	350	NUM
fis-4538	281	4	0.08	0.08	NUM
fis-4538	281	5	0.2	0.2	NUM
fis-4538	281	6	11	11	NUM
fis-4538	281	7	3	3	NUM
fis-4538	281	8	fig	fig	NOUN
fis-4538	281	9	.	.	PUNCT
fis-4538	282	1	4	4	NUM
fis-4538	282	2	r12	r12	NOUN
fis-4538	282	3	250	250	NUM
fis-4538	282	4	0.12	0.12	NUM
fis-4538	282	5	0.2	0.2	NUM
fis-4538	282	6	14	14	NUM
fis-4538	282	7	3	3	NUM
fis-4538	282	8	fig	fig	NOUN
fis-4538	282	9	.	.	PUNCT
fis-4538	282	10	4	4	NUM
fis-4538	282	11	r13	r13	NOUN
fis-4538	282	12	350	350	NUM
fis-4538	282	13	0.12	0.12	NUM
fis-4538	282	14	0.2	0.2	NUM
fis-4538	282	15	16	16	NUM
fis-4538	282	16	2	2	NUM
fis-4538	282	17	fig	fig	NOUN
fis-4538	282	18	.	.	PUNCT
fis-4538	283	1	4	4	NUM
fis-4538	283	2	r14	r14	NOUN
fis-4538	283	3	250	250	NUM
fis-4538	283	4	0.08	0.08	NUM
fis-4538	283	5	0.2	0.2	NUM
fis-4538	283	6	12	12	NUM
fis-4538	283	7	2	2	NUM
fis-4538	283	8	fig	fig	NOUN
fis-4538	283	9	.	.	PUNCT
fis-4538	284	1	4	4	NUM
fis-4538	284	2	r15	r15	NOUN
fis-4538	284	3	300	300	NUM
fis-4538	284	4	0.1	0.1	NUM
fis-4538	284	5	0.1	0.1	NUM
fis-4538	284	6	14	14	NUM
fis-4538	284	7	3	3	NUM
fis-4538	284	8	fig	fig	NOUN
fis-4538	284	9	.	.	PUNCT
fis-4538	285	1	4	4	NUM
fis-4538	285	2	table	table	NOUN
fis-4538	285	3	4	4	NUM
fis-4538	285	4	:	:	PUNCT
fis-4538	285	5	training	training	NOUN
fis-4538	285	6	and	and	CCONJ
fis-4538	285	7	testing	testing	NOUN
fis-4538	285	8	data	datum	NOUN
fis-4538	285	9	set	set	VERB
fis-4538	285	10	(	(	PUNCT
fis-4538	285	11	flank	flank	NOUN
fis-4538	285	12	wear	wear	NOUN
fis-4538	285	13	observations	observation	NOUN
fis-4538	285	14	)	)	PUNCT
fis-4538	285	15	used	use	VERB
fis-4538	285	16	for	for	ADP
fis-4538	285	17	an	an	DET
fis-4538	285	18	ann	ann	PROPN
fis-4538	285	19	model	model	NOUN
fis-4538	285	20	.	.	PUNCT
fis-4538	286	1	the	the	DET
fis-4538	286	2	performance	performance	NOUN
fis-4538	286	3	of	of	ADP
fis-4538	286	4	the	the	DET
fis-4538	286	5	ann	ann	PROPN
fis-4538	286	6	model	model	NOUN
fis-4538	286	7	was	be	AUX
fis-4538	286	8	evaluated	evaluate	VERB
fis-4538	286	9	by	by	ADP
fis-4538	286	10	varying	vary	VERB
fis-4538	286	11	the	the	DET
fis-4538	286	12	number	number	NOUN
fis-4538	286	13	of	of	ADP
fis-4538	286	14	hidden	hidden	ADJ
fis-4538	286	15	layers	layer	NOUN
fis-4538	286	16	and	and	CCONJ
fis-4538	286	17	neurons	neuron	NOUN
fis-4538	286	18	within	within	ADP
fis-4538	286	19	them	they	PRON
fis-4538	286	20	.	.	PUNCT
fis-4538	287	1	examining	examine	VERB
fis-4538	287	2	learning	learn	VERB
fis-4538	287	3	curve	curve	NOUN
fis-4538	287	4	graphs	graph	NOUN
fis-4538	287	5	is	be	AUX
fis-4538	287	6	a	a	DET
fis-4538	287	7	typical	typical	ADJ
fis-4538	287	8	practice	practice	NOUN
fis-4538	287	9	for	for	ADP
fis-4538	287	10	determining	determine	VERB
fis-4538	287	11	the	the	DET
fis-4538	287	12	convergence	convergence	NOUN
fis-4538	287	13	of	of	ADP
fis-4538	287	14	neural	neural	ADJ
fis-4538	287	15	network	network	NOUN
fis-4538	287	16	models	model	NOUN
fis-4538	287	17	.	.	PUNCT
fis-4538	288	1	typically	typically	ADV
fis-4538	288	2	,	,	PUNCT
fis-4538	288	3	a	a	DET
fis-4538	288	4	graph	graph	NOUN
fis-4538	288	5	of	of	ADP
fis-4538	288	6	loss	loss	NOUN
fis-4538	288	7	(	(	PUNCT
fis-4538	288	8	or	or	CCONJ
fis-4538	288	9	error	error	NOUN
fis-4538	288	10	)	)	PUNCT
fis-4538	288	11	versus	versus	ADP
fis-4538	288	12	epoch	epoch	PROPN
fis-4538	288	13	is	be	AUX
fis-4538	288	14	displayed	display	VERB
fis-4538	288	15	.	.	PUNCT
fis-4538	289	1	it	it	PRON
fis-4538	289	2	is	be	AUX
fis-4538	289	3	anticipated	anticipate	VERB
fis-4538	289	4	that	that	SCONJ
fis-4538	289	5	as	as	SCONJ
fis-4538	289	6	the	the	DET
fis-4538	289	7	number	number	NOUN
fis-4538	289	8	of	of	ADP
fis-4538	289	9	training	training	NOUN
fis-4538	289	10	epochs	epoch	NOUN
fis-4538	289	11	rises	rise	VERB
fis-4538	289	12	,	,	PUNCT
fis-4538	289	13	the	the	DET
fis-4538	289	14	accuracy	accuracy	NOUN
fis-4538	289	15	will	will	AUX
fis-4538	289	16	increase	increase	VERB
fis-4538	289	17	,	,	PUNCT
fis-4538	289	18	and	and	CCONJ
fis-4538	289	19	the	the	DET
fis-4538	289	20	loss	loss	NOUN
fis-4538	289	21	will	will	AUX
fis-4538	289	22	fall	fall	VERB
fis-4538	289	23	.	.	PUNCT
fis-4538	290	1	after	after	ADP
fis-4538	290	2	a	a	DET
fis-4538	290	3	while	while	NOUN
fis-4538	290	4	,	,	PUNCT
fis-4538	290	5	they	they	PRON
fis-4538	290	6	will	will	AUX
fis-4538	290	7	,	,	PUNCT
fis-4538	290	8	however	however	ADV
fis-4538	290	9	,	,	PUNCT
fis-4538	290	10	stabilize	stabilize	VERB
fis-4538	290	11	.	.	PUNCT
fis-4538	291	1	after	after	ADP
fis-4538	291	2	undergoing	undergo	VERB
fis-4538	291	3	several	several	ADJ
fis-4538	291	4	training	training	NOUN
fis-4538	291	5	epochs	epoch	NOUN
fis-4538	291	6	,	,	PUNCT
fis-4538	291	7	a	a	DET
fis-4538	291	8	neural	neural	ADJ
fis-4538	291	9	network	network	NOUN
fis-4538	291	10	should	should	AUX
fis-4538	291	11	eventually	eventually	ADV
fis-4538	291	12	converge	converge	VERB
fis-4538	291	13	.	.	PUNCT
fis-4538	292	1	tab	tab	NOUN
fis-4538	292	2	.	.	PUNCT
fis-4538	293	1	5	5	NUM
fis-4538	293	2	depicts	depict	VERB
fis-4538	293	3	the	the	DET
fis-4538	293	4	performance	performance	NOUN
fis-4538	293	5	of	of	ADP
fis-4538	293	6	ann	ann	PROPN
fis-4538	293	7	networks	network	NOUN
fis-4538	293	8	varying	vary	VERB
fis-4538	293	9	with	with	ADP
fis-4538	293	10	the	the	DET
fis-4538	293	11	number	number	NOUN
fis-4538	293	12	of	of	ADP
fis-4538	293	13	hidden	hidden	ADJ
fis-4538	293	14	layers	layer	NOUN
fis-4538	293	15	and	and	CCONJ
fis-4538	293	16	neurons	neuron	NOUN
fis-4538	293	17	within	within	ADP
fis-4538	293	18	them	they	PRON
fis-4538	293	19	.	.	PUNCT
fis-4538	294	1	mean	mean	VERB
fis-4538	294	2	squared	square	VERB
fis-4538	294	3	error	error	NOUN
fis-4538	294	4	(	(	PUNCT
fis-4538	294	5	mse	mse	NOUN
fis-4538	294	6	)	)	PUNCT
fis-4538	294	7	,	,	PUNCT
fis-4538	294	8	computational	computational	ADJ
fis-4538	294	9	time	time	NOUN
fis-4538	294	10	,	,	PUNCT
fis-4538	294	11	and	and	CCONJ
fis-4538	294	12	regression	regression	NOUN
fis-4538	294	13	coefficient	coefficient	NOUN
fis-4538	294	14	(	(	PUNCT
fis-4538	294	15	r	r	NOUN
fis-4538	294	16	)	)	PUNCT
fis-4538	294	17	values	value	NOUN
fis-4538	294	18	were	be	AUX
fis-4538	294	19	used	use	VERB
fis-4538	294	20	as	as	ADP
fis-4538	294	21	performance	performance	NOUN
fis-4538	294	22	criteria	criterion	NOUN
fis-4538	294	23	for	for	ADP
fis-4538	294	24	the	the	DET
fis-4538	294	25	best	good	ADJ
fis-4538	294	26	model	model	NOUN
fis-4538	294	27	selection	selection	NOUN
fis-4538	294	28	.	.	PUNCT
fis-4538	295	1	no	no	INTJ
fis-4538	295	2	.	.	NOUN
fis-4538	296	1	of	of	ADP
fis-4538	296	2	hidden	hide	VERB
fis-4538	296	3	layers	layer	NOUN
fis-4538	296	4	no	no	INTJ
fis-4538	296	5	.	.	PUNCT
fis-4538	297	1	of	of	ADP
fis-4538	297	2	hidden	hide	VERB
fis-4538	297	3	neurons	neuron	NOUN
fis-4538	297	4	epoch	epoch	NOUN
fis-4538	297	5	learning	learning	PROPN
fis-4538	297	6	rate	rate	NOUN
fis-4538	297	7	computational	computational	ADJ
fis-4538	297	8	time	time	NOUN
fis-4538	297	9	(	(	PUNCT
fis-4538	297	10	seconds	second	NOUN
fis-4538	297	11	)	)	PUNCT
fis-4538	297	12	mean	mean	VERB
fis-4538	297	13	squared	square	VERB
fis-4538	297	14	error	error	NOUN
fis-4538	297	15	(	(	PUNCT
fis-4538	297	16	x10	x10	NOUN
fis-4538	297	17	-	-	SYM
fis-4538	297	18	5	5	NUM
fis-4538	297	19	)	)	PUNCT
fis-4538	297	20	regression	regression	NOUN
fis-4538	297	21	coefficient	coefficient	NOUN
fis-4538	297	22	(	(	PUNCT
fis-4538	297	23	overall	overall	ADJ
fis-4538	297	24	)	)	PUNCT
fis-4538	297	25	1	1	NUM
fis-4538	297	26	10	10	NUM
fis-4538	297	27	1000	1000	NUM
fis-4538	297	28	0.001	0.001	NUM
fis-4538	297	29	12	12	NUM
fis-4538	297	30	3.43	3.43	NUM
fis-4538	297	31	0.9975	0.9975	NUM
fis-4538	297	32	1	1	NUM
fis-4538	297	33	30	30	NUM
fis-4538	297	34	1000	1000	NUM
fis-4538	297	35	0.001	0.001	NUM
fis-4538	297	36	29	29	NUM
fis-4538	297	37	3.26	3.26	NUM
fis-4538	297	38	0.9986	0.9986	NUM
fis-4538	297	39	1	1	NUM
fis-4538	297	40	50	50	NUM
fis-4538	297	41	1000	1000	NUM
fis-4538	297	42	0.001	0.001	NUM
fis-4538	297	43	38	38	NUM
fis-4538	297	44	3.84	3.84	NUM
fis-4538	297	45	0.9979	0.9979	NUM
fis-4538	297	46	3	3	NUM
fis-4538	297	47	10	10	NUM
fis-4538	297	48	1000	1000	NUM
fis-4538	297	49	0.001	0.001	NUM
fis-4538	297	50	70.2	70.2	NUM
fis-4538	297	51	3.05	3.05	NUM
fis-4538	297	52	0.9983	0.9983	NUM
fis-4538	297	53	3	3	NUM
fis-4538	297	54	30	30	NUM
fis-4538	297	55	1000	1000	NUM
fis-4538	297	56	0.001	0.001	NUM
fis-4538	297	57	123	123	NUM
fis-4538	297	58	3.11	3.11	NUM
fis-4538	297	59	0.9983	0.9983	NUM
fis-4538	297	60	3	3	NUM
fis-4538	297	61	50	50	NUM
fis-4538	297	62	1000	1000	NUM
fis-4538	297	63	0.001	0.001	NUM
fis-4538	297	64	135.6	135.6	NUM
fis-4538	297	65	3.77	3.77	NUM
fis-4538	297	66	0.9976	0.9976	NUM
fis-4538	297	67	5	5	NUM
fis-4538	297	68	10	10	NUM
fis-4538	297	69	1000	1000	NUM
fis-4538	297	70	0.001	0.001	NUM
fis-4538	297	71	91.2	91.2	NUM
fis-4538	297	72	3.99	3.99	NUM
fis-4538	297	73	0.9967	0.9967	NUM
fis-4538	297	74	5	5	NUM
fis-4538	297	75	30	30	NUM
fis-4538	297	76	1000	1000	NUM
fis-4538	297	77	0.001	0.001	NUM
fis-4538	297	78	139.2	139.2	NUM
fis-4538	297	79	3.37	3.37	NUM
fis-4538	297	80	0.9961	0.9961	NUM
fis-4538	297	81	5	5	NUM
fis-4538	297	82	50	50	NUM
fis-4538	297	83	1000	1000	NUM
fis-4538	297	84	0.001	0.001	NUM
fis-4538	297	85	142.2	142.2	NUM
fis-4538	297	86	4.46	4.46	NUM
fis-4538	297	87	0.9951	0.9951	NUM
fis-4538	297	88	table	table	NOUN
fis-4538	297	89	5	5	NUM
fis-4538	297	90	:	:	PUNCT
fis-4538	297	91	performance	performance	NOUN
fis-4538	297	92	of	of	ADP
fis-4538	297	93	ann	ann	PROPN
fis-4538	297	94	networks	network	NOUN
fis-4538	297	95	.	.	PUNCT
fis-4538	298	1	from	from	ADP
fis-4538	298	2	tab	tab	PROPN
fis-4538	298	3	.	.	PUNCT
fis-4538	299	1	5	5	NUM
fis-4538	299	2	,	,	PUNCT
fis-4538	299	3	the	the	DET
fis-4538	299	4	computational	computational	ADJ
fis-4538	299	5	time	time	NOUN
fis-4538	299	6	(	(	PUNCT
fis-4538	299	7	the	the	DET
fis-4538	299	8	time	time	NOUN
fis-4538	299	9	an	an	DET
fis-4538	299	10	ann	ann	PROPN
fis-4538	299	11	model	model	NOUN
fis-4538	299	12	took	take	VERB
fis-4538	299	13	to	to	PART
fis-4538	299	14	converge	converge	VERB
fis-4538	299	15	)	)	PUNCT
fis-4538	299	16	can	can	AUX
fis-4538	299	17	be	be	AUX
fis-4538	299	18	seen	see	VERB
fis-4538	299	19	as	as	ADP
fis-4538	299	20	increasing	increase	VERB
fis-4538	299	21	with	with	ADP
fis-4538	299	22	the	the	DET
fis-4538	299	23	number	number	NOUN
fis-4538	299	24	of	of	ADP
fis-4538	299	25	hidden	hidden	ADJ
fis-4538	299	26	layers	layer	NOUN
fis-4538	299	27	and	and	CCONJ
fis-4538	299	28	neurons	neuron	NOUN
fis-4538	299	29	within	within	ADP
fis-4538	299	30	them	they	PRON
fis-4538	299	31	.	.	PUNCT
fis-4538	300	1	the	the	DET
fis-4538	300	2	lowest	low	ADJ
fis-4538	300	3	mean	mean	NOUN
fis-4538	300	4	squared	square	VERB
fis-4538	300	5	error	error	NOUN
fis-4538	300	6	and	and	CCONJ
fis-4538	300	7	the	the	DET
fis-4538	300	8	highest	high	ADJ
fis-4538	300	9	regression	regression	NOUN
fis-4538	300	10	coefficient	coefficient	NOUN
fis-4538	300	11	(	(	PUNCT
fis-4538	300	12	overall	overall	ADV
fis-4538	300	13	for	for	ADP
fis-4538	300	14	the	the	DET
fis-4538	300	15	entire	entire	ADJ
fis-4538	300	16	data	datum	NOUN
fis-4538	300	17	set	set	NOUN
fis-4538	300	18	)	)	PUNCT
fis-4538	300	19	can	can	AUX
fis-4538	300	20	be	be	AUX
fis-4538	300	21	obtained	obtain	VERB
fis-4538	300	22	with	with	ADP
fis-4538	300	23	one	one	NUM
fis-4538	300	24	hidden	hide	VERB
fis-4538	300	25	layer	layer	NOUN
fis-4538	300	26	and	and	CCONJ
fis-4538	300	27	30	30	NUM
fis-4538	300	28	neurons	neuron	NOUN
fis-4538	300	29	.	.	PUNCT
fis-4538	301	1	the	the	DET
fis-4538	301	2	number	number	NOUN
fis-4538	301	3	of	of	ADP
fis-4538	301	4	neurons	neuron	NOUN
fis-4538	301	5	can	can	AUX
fis-4538	301	6	be	be	AUX
fis-4538	301	7	seen	see	VERB
fis-4538	301	8	as	as	ADP
fis-4538	301	9	having	have	VERB
fis-4538	301	10	a	a	DET
fis-4538	301	11	greater	great	ADJ
fis-4538	301	12	impact	impact	NOUN
fis-4538	301	13	on	on	ADP
fis-4538	301	14	ann	ann	PROPN
fis-4538	301	15	performance	performance	NOUN
fis-4538	301	16	than	than	ADP
fis-4538	301	17	hidden	hidden	ADJ
fis-4538	301	18	layers	layer	NOUN
fis-4538	301	19	.	.	PUNCT
fis-4538	302	1	it	it	PRON
fis-4538	302	2	is	be	AUX
fis-4538	302	3	found	find	VERB
fis-4538	302	4	that	that	SCONJ
fis-4538	302	5	the	the	DET
fis-4538	302	6	flank	flank	NOUN
fis-4538	302	7	wear	wear	NOUN
fis-4538	302	8	growth	growth	NOUN
fis-4538	302	9	can	can	AUX
fis-4538	302	10	be	be	AUX
fis-4538	302	11	reliably	reliably	ADV
fis-4538	302	12	predicted	predict	VERB
fis-4538	302	13	using	use	VERB
fis-4538	302	14	an	an	DET
fis-4538	302	15	ann	ann	PROPN
fis-4538	302	16	model	model	NOUN
fis-4538	302	17	with	with	ADP
fis-4538	302	18	one	one	NUM
fis-4538	302	19	hidden	hide	VERB
fis-4538	302	20	layer	layer	NOUN
fis-4538	302	21	and	and	CCONJ
fis-4538	302	22	10–30	10–30	NUM
fis-4538	302	23	neurons	neuron	NOUN
fis-4538	302	24	,	,	PUNCT
fis-4538	302	25	considering	consider	VERB
fis-4538	302	26	a	a	DET
fis-4538	302	27	maximum	maximum	ADJ
fis-4538	302	28	number	number	NOUN
fis-4538	302	29	of	of	ADP
fis-4538	302	30	epochs	epoch	NOUN
fis-4538	302	31	and	and	CCONJ
fis-4538	302	32	the	the	DET
fis-4538	302	33	learning	learn	VERB
fis-4538	302	34	s.	s.	PROPN
fis-4538	302	35	chinchanikar	chinchanikar	PROPN
fis-4538	302	36	et	et	PROPN
fis-4538	302	37	alii	alii	PROPN
fis-4538	302	38	,	,	PUNCT
fis-4538	302	39	frattura	frattura	PROPN
fis-4538	302	40	ed	ed	PROPN
fis-4538	302	41	integrità	integrità	PROPN
fis-4538	302	42	strutturale	strutturale	PROPN
fis-4538	302	43	,	,	PUNCT
fis-4538	302	44	67	67	NUM
fis-4538	302	45	(	(	PUNCT
fis-4538	302	46	2023	2023	NUM
fis-4538	302	47	)	)	PUNCT
fis-4538	302	48	176	176	NUM
fis-4538	302	49	-	-	SYM
fis-4538	302	50	191	191	NUM
fis-4538	302	51	;	;	PUNCT
fis-4538	302	52	doi	doi	NOUN
fis-4538	302	53	:	:	PUNCT
fis-4538	302	54	10.3221	10.3221	NUM
fis-4538	302	55	/	/	SYM
fis-4538	302	56	igf	igf	PROPN
fis-4538	302	57	-	-	PUNCT
fis-4538	302	58	esis.67.13	esis.67.13	PROPN
fis-4538	302	59	187	187	NUM
fis-4538	302	60	rate	rate	NOUN
fis-4538	302	61	of	of	ADP
fis-4538	302	62	0.01	0.01	NUM
fis-4538	302	63	and	and	CCONJ
fis-4538	302	64	1000	1000	NUM
fis-4538	302	65	,	,	PUNCT
fis-4538	302	66	respectively	respectively	ADV
fis-4538	302	67	.	.	PUNCT
fis-4538	303	1	however	however	ADV
fis-4538	303	2	,	,	PUNCT
fis-4538	303	3	this	this	DET
fis-4538	303	4	study	study	NOUN
fis-4538	303	5	considered	consider	VERB
fis-4538	303	6	an	an	DET
fis-4538	303	7	ann	ann	PROPN
fis-4538	303	8	model	model	NOUN
fis-4538	303	9	using	use	VERB
fis-4538	303	10	one	one	NUM
fis-4538	303	11	hidden	hide	VERB
fis-4538	303	12	layer	layer	NOUN
fis-4538	303	13	with	with	ADP
fis-4538	303	14	ten	ten	NUM
fis-4538	303	15	neurons	neuron	NOUN
fis-4538	303	16	for	for	ADP
fis-4538	303	17	further	further	ADJ
fis-4538	303	18	discussion	discussion	NOUN
fis-4538	303	19	,	,	PUNCT
fis-4538	303	20	considering	consider	VERB
fis-4538	303	21	its	its	PRON
fis-4538	303	22	lowest	low	ADJ
fis-4538	303	23	computational	computational	ADJ
fis-4538	303	24	time	time	NOUN
fis-4538	303	25	and	and	CCONJ
fis-4538	303	26	better	well	ADJ
fis-4538	303	27	prediction	prediction	NOUN
fis-4538	303	28	accuracy	accuracy	NOUN
fis-4538	303	29	in	in	ADP
fis-4538	303	30	comparison	comparison	NOUN
fis-4538	303	31	to	to	ADP
fis-4538	303	32	other	other	ADJ
fis-4538	303	33	ann	ann	PROPN
fis-4538	303	34	models	model	NOUN
fis-4538	303	35	.	.	PUNCT
fis-4538	304	1	fig	fig	NOUN
fis-4538	304	2	.	.	PUNCT
fis-4538	305	1	16	16	NUM
fis-4538	305	2	depicts	depict	VERB
fis-4538	305	3	the	the	DET
fis-4538	305	4	training	training	NOUN
fis-4538	305	5	performance	performance	NOUN
fis-4538	305	6	of	of	ADP
fis-4538	305	7	an	an	DET
fis-4538	305	8	ann	ann	PROPN
fis-4538	305	9	model	model	NOUN
fis-4538	305	10	using	use	VERB
fis-4538	305	11	one	one	NUM
fis-4538	305	12	hidden	hide	VERB
fis-4538	305	13	layer	layer	NOUN
fis-4538	305	14	with	with	ADP
fis-4538	305	15	ten	ten	NUM
fis-4538	305	16	neurons	neuron	NOUN
fis-4538	305	17	.	.	PUNCT
fis-4538	306	1	the	the	DET
fis-4538	306	2	optimal	optimal	ADJ
fis-4538	306	3	validation	validation	NOUN
fis-4538	306	4	performance	performance	NOUN
fis-4538	306	5	was	be	AUX
fis-4538	306	6	achieved	achieve	VERB
fis-4538	306	7	at	at	ADP
fis-4538	306	8	epoch	epoch	NOUN
fis-4538	306	9	139	139	NUM
fis-4538	306	10	,	,	PUNCT
fis-4538	306	11	with	with	ADP
fis-4538	306	12	a	a	DET
fis-4538	306	13	score	score	NOUN
fis-4538	306	14	of	of	ADP
fis-4538	306	15	3.989	3.989	NUM
fis-4538	306	16	x	x	SYM
fis-4538	306	17	10	10	NUM
fis-4538	306	18	-	-	SYM
fis-4538	306	19	5	5	NUM
fis-4538	306	20	with	with	ADP
fis-4538	306	21	a	a	DET
fis-4538	306	22	prediction	prediction	NOUN
fis-4538	306	23	accuracy	accuracy	NOUN
fis-4538	306	24	of	of	ADP
fis-4538	306	25	0.9975	0.9975	NUM
fis-4538	306	26	.	.	PUNCT
fis-4538	307	1	the	the	DET
fis-4538	307	2	average	average	ADJ
fis-4538	307	3	squared	square	VERB
fis-4538	307	4	error	error	NOUN
fis-4538	307	5	between	between	ADP
fis-4538	307	6	objectives	objective	NOUN
fis-4538	307	7	and	and	CCONJ
fis-4538	307	8	outputs	output	NOUN
fis-4538	307	9	,	,	PUNCT
fis-4538	307	10	or	or	CCONJ
fis-4538	307	11	mean	mean	VERB
fis-4538	307	12	squared	square	VERB
fis-4538	307	13	error	error	NOUN
fis-4538	307	14	,	,	PUNCT
fis-4538	307	15	is	be	AUX
fis-4538	307	16	used	use	VERB
fis-4538	307	17	to	to	PART
fis-4538	307	18	assess	assess	VERB
fis-4538	307	19	the	the	DET
fis-4538	307	20	effectiveness	effectiveness	NOUN
fis-4538	307	21	of	of	ADP
fis-4538	307	22	neural	neural	ADJ
fis-4538	307	23	network	network	NOUN
fis-4538	307	24	training	training	NOUN
fis-4538	307	25	.	.	PUNCT
fis-4538	308	1	lesser	less	ADJ
fis-4538	308	2	values	value	NOUN
fis-4538	308	3	are	be	AUX
fis-4538	308	4	preferable	preferable	ADJ
fis-4538	308	5	.	.	PUNCT
fis-4538	309	1	the	the	DET
fis-4538	309	2	correlation	correlation	NOUN
fis-4538	309	3	between	between	ADP
fis-4538	309	4	outputs	output	NOUN
fis-4538	309	5	(	(	PUNCT
fis-4538	309	6	predicted	predict	VERB
fis-4538	309	7	values	value	NOUN
fis-4538	309	8	)	)	PUNCT
fis-4538	309	9	and	and	CCONJ
fis-4538	309	10	goals	goal	NOUN
fis-4538	309	11	(	(	PUNCT
fis-4538	309	12	inputs	input	NOUN
fis-4538	309	13	)	)	PUNCT
fis-4538	309	14	is	be	AUX
fis-4538	309	15	measured	measure	VERB
fis-4538	309	16	by	by	ADP
fis-4538	309	17	regression	regression	NOUN
fis-4538	309	18	(	(	PUNCT
fis-4538	309	19	r	r	NOUN
fis-4538	309	20	-	-	PUNCT
fis-4538	309	21	squared	square	VERB
fis-4538	309	22	)	)	PUNCT
fis-4538	309	23	values	value	NOUN
fis-4538	309	24	.	.	PUNCT
fis-4538	310	1	figs	fig	NOUN
fis-4538	310	2	.	.	PUNCT
fis-4538	311	1	17(a	17(a	NUM
fis-4538	311	2	)	)	PUNCT
fis-4538	311	3	,	,	PUNCT
fis-4538	311	4	(	(	PUNCT
fis-4538	311	5	b	b	NOUN
fis-4538	311	6	)	)	PUNCT
fis-4538	311	7	,	,	PUNCT
fis-4538	311	8	(	(	PUNCT
fis-4538	311	9	c	c	NOUN
fis-4538	311	10	)	)	PUNCT
fis-4538	311	11	,	,	PUNCT
fis-4538	311	12	and	and	CCONJ
fis-4538	311	13	(	(	PUNCT
fis-4538	311	14	d	d	X
fis-4538	311	15	)	)	PUNCT
fis-4538	311	16	illustrate	illustrate	VERB
fis-4538	311	17	neural	neural	ADJ
fis-4538	311	18	network	network	NOUN
fis-4538	311	19	regression	regression	NOUN
fis-4538	311	20	graphs	graph	NOUN
fis-4538	311	21	with	with	ADP
fis-4538	311	22	regression	regression	NOUN
fis-4538	311	23	coefficients	coefficient	NOUN
fis-4538	311	24	discovered	discover	VERB
fis-4538	311	25	during	during	ADP
fis-4538	311	26	model	model	NOUN
fis-4538	311	27	training	training	NOUN
fis-4538	311	28	,	,	PUNCT
fis-4538	311	29	validation	validation	NOUN
fis-4538	311	30	,	,	PUNCT
fis-4538	311	31	and	and	CCONJ
fis-4538	311	32	testing	testing	NOUN
fis-4538	311	33	,	,	PUNCT
fis-4538	311	34	as	as	ADV
fis-4538	311	35	well	well	ADV
fis-4538	311	36	as	as	ADP
fis-4538	311	37	for	for	ADP
fis-4538	311	38	the	the	DET
fis-4538	311	39	complete	complete	ADJ
fis-4538	311	40	data	datum	NOUN
fis-4538	311	41	set	set	VERB
fis-4538	311	42	.	.	PUNCT
fis-4538	312	1	in	in	ADP
fis-4538	312	2	the	the	DET
fis-4538	312	3	developed	developed	ADJ
fis-4538	312	4	ann	ann	PROPN
fis-4538	312	5	model	model	NOUN
fis-4538	312	6	,	,	PUNCT
fis-4538	312	7	regression	regression	NOUN
fis-4538	312	8	coefficient	coefficient	NOUN
fis-4538	312	9	values	value	NOUN
fis-4538	312	10	obtained	obtain	VERB
fis-4538	312	11	can	can	AUX
fis-4538	312	12	be	be	AUX
fis-4538	312	13	seen	see	VERB
fis-4538	312	14	as	as	ADP
fis-4538	312	15	0.9934	0.9934	NUM
fis-4538	312	16	for	for	ADP
fis-4538	312	17	training	training	NOUN
fis-4538	312	18	data	datum	NOUN
fis-4538	312	19	,	,	PUNCT
fis-4538	312	20	0.9928	0.9928	NUM
fis-4538	312	21	for	for	ADP
fis-4538	312	22	test	test	NOUN
fis-4538	312	23	data	datum	NOUN
fis-4538	312	24	,	,	PUNCT
fis-4538	312	25	and	and	CCONJ
fis-4538	312	26	0.9936	0.9936	NUM
fis-4538	312	27	for	for	ADP
fis-4538	312	28	validation	validation	NOUN
fis-4538	312	29	data	datum	NOUN
fis-4538	312	30	.	.	PUNCT
fis-4538	313	1	figure	figure	VERB
fis-4538	313	2	16	16	NUM
fis-4538	313	3	:	:	PUNCT
fis-4538	313	4	neural	neural	ADJ
fis-4538	313	5	network	network	NOUN
fis-4538	313	6	training	training	NOUN
fis-4538	313	7	performance	performance	NOUN
fis-4538	313	8	.	.	PUNCT
fis-4538	314	1	(	(	PUNCT
fis-4538	314	2	a	a	X
fis-4538	314	3	)	)	PUNCT
fis-4538	314	4	(	(	PUNCT
fis-4538	314	5	b	b	X
fis-4538	314	6	)	)	PUNCT
fis-4538	314	7	(	(	PUNCT
fis-4538	314	8	c	c	X
fis-4538	314	9	)	)	PUNCT
fis-4538	314	10	(	(	PUNCT
fis-4538	314	11	d	d	X
fis-4538	314	12	)	)	PUNCT
fis-4538	314	13	figure	figure	NOUN
fis-4538	314	14	17	17	NUM
fis-4538	314	15	:	:	PUNCT
fis-4538	314	16	neural	neural	ADJ
fis-4538	314	17	network	network	NOUN
fis-4538	314	18	(	(	PUNCT
fis-4538	314	19	a	a	NOUN
fis-4538	314	20	)	)	PUNCT
fis-4538	314	21	training	training	NOUN
fis-4538	314	22	,	,	PUNCT
fis-4538	314	23	(	(	PUNCT
fis-4538	314	24	b	b	NOUN
fis-4538	314	25	)	)	PUNCT
fis-4538	314	26	validation	validation	NOUN
fis-4538	314	27	,	,	PUNCT
fis-4538	314	28	(	(	PUNCT
fis-4538	314	29	c	c	NOUN
fis-4538	314	30	)	)	PUNCT
fis-4538	314	31	test	test	NOUN
fis-4538	314	32	,	,	PUNCT
fis-4538	314	33	(	(	PUNCT
fis-4538	314	34	d	d	X
fis-4538	314	35	)	)	PUNCT
fis-4538	314	36	all	all	DET
fis-4538	314	37	data	datum	NOUN
fis-4538	314	38	set	set	VERB
fis-4538	314	39	.	.	PUNCT
fis-4538	315	1	0	0	NUM
fis-4538	316	1	100	100	NUM
fis-4538	316	2	200	200	NUM
fis-4538	316	3	300	300	NUM
fis-4538	316	4	400	400	NUM
fis-4538	316	5	500	500	NUM
fis-4538	316	6	600	600	NUM
fis-4538	316	7	639	639	NUM
fis-4538	316	8	epochs	epoch	NOUN
fis-4538	316	9	10	10	NUM
fis-4538	316	10	-	-	SYM
fis-4538	316	11	6	6	NUM
fis-4538	316	12	10	10	NUM
fis-4538	316	13	-	-	SYM
fis-4538	316	14	5	5	NUM
fis-4538	316	15	10	10	NUM
fis-4538	316	16	-	-	SYM
fis-4538	316	17	4	4	NUM
fis-4538	316	18	10	10	NUM
fis-4538	316	19	-	-	SYM
fis-4538	316	20	3	3	NUM
fis-4538	316	21	m	m	NOUN
fis-4538	316	22	e	e	NOUN
fis-4538	316	23	a	a	DET
fis-4538	316	24	n	n	NOUN
fis-4538	316	25	s	s	PART
fis-4538	316	26	q	q	X
fis-4538	316	27	u	u	NOUN
fis-4538	316	28	a	a	PRON
fis-4538	316	29	re	re	X
fis-4538	316	30	d	d	X
fis-4538	316	31	e	e	NOUN
fis-4538	316	32	rr	rr	NOUN
fis-4538	316	33	o	o	NOUN
fis-4538	316	34	r	r	NOUN
fis-4538	316	35	(	(	PUNCT
fis-4538	316	36	m	m	PROPN
fis-4538	316	37	s	s	PROPN
fis-4538	316	38	e	e	NOUN
fis-4538	316	39	)	)	PUNCT
fis-4538	316	40	best	good	ADJ
fis-4538	316	41	validation	validation	NOUN
fis-4538	316	42	performance	performance	NOUN
fis-4538	316	43	is	be	AUX
fis-4538	316	44	3.9896e-05	3.9896e-05	NUM
fis-4538	316	45	at	at	ADP
fis-4538	316	46	epoch	epoch	PROPN
fis-4538	316	47	139	139	NUM
fis-4538	316	48	train	train	NOUN
fis-4538	316	49	validation	validation	NOUN
fis-4538	316	50	test	test	NOUN
fis-4538	316	51	best	good	ADJ
fis-4538	316	52	s.	s.	PROPN
fis-4538	316	53	chinchanikar	chinchanikar	PROPN
fis-4538	316	54	et	et	PROPN
fis-4538	316	55	alii	alii	PROPN
fis-4538	316	56	,	,	PUNCT
fis-4538	316	57	frattura	frattura	PROPN
fis-4538	316	58	ed	ed	PROPN
fis-4538	316	59	integrità	integrità	PROPN
fis-4538	316	60	strutturale	strutturale	PROPN
fis-4538	316	61	,	,	PUNCT
fis-4538	316	62	67	67	NUM
fis-4538	316	63	(	(	PUNCT
fis-4538	316	64	2023	2023	NUM
fis-4538	316	65	)	)	PUNCT
fis-4538	316	66	176	176	NUM
fis-4538	316	67	-	-	SYM
fis-4538	316	68	191	191	NUM
fis-4538	316	69	;	;	PUNCT
fis-4538	316	70	doi	doi	NOUN
fis-4538	316	71	:	:	PUNCT
fis-4538	316	72	10.3221	10.3221	NUM
fis-4538	316	73	/	/	SYM
fis-4538	316	74	igf	igf	PROPN
fis-4538	316	75	-	-	PUNCT
fis-4538	316	76	esis.67.13	esis.67.13	PROPN
fis-4538	316	77	188	188	NUM
fis-4538	316	78	expt	expt	NOUN
fis-4538	316	79	.	.	PUNCT
fis-4538	317	1	run	run	VERB
fis-4538	317	2	cutting	cut	VERB
fis-4538	317	3	speed	speed	NOUN
fis-4538	317	4	(	(	PUNCT
fis-4538	317	5	v	v	NOUN
fis-4538	317	6	)	)	PUNCT
fis-4538	317	7	(	(	PUNCT
fis-4538	317	8	m	m	NOUN
fis-4538	317	9	/	/	SYM
fis-4538	317	10	min	min	NOUN
fis-4538	317	11	)	)	PUNCT
fis-4538	317	12	feed	feed	NOUN
fis-4538	317	13	(	(	PUNCT
fis-4538	317	14	f	f	X
fis-4538	317	15	)	)	PUNCT
fis-4538	317	16	(	(	PUNCT
fis-4538	317	17	mm	mm	NOUN
fis-4538	317	18	/	/	SYM
fis-4538	317	19	rev	rev	ADJ
fis-4538	317	20	)	)	PUNCT
fis-4538	317	21	depth	depth	NOUN
fis-4538	317	22	of	of	ADP
fis-4538	317	23	cut	cut	NOUN
fis-4538	317	24	(	(	PUNCT
fis-4538	317	25	d	d	NOUN
fis-4538	317	26	)	)	PUNCT
fis-4538	317	27	(	(	PUNCT
fis-4538	317	28	mm	mm	NOUN
fis-4538	317	29	)	)	PUNCT
fis-4538	317	30	time	time	NOUN
fis-4538	317	31	(	(	PUNCT
fis-4538	317	32	min	min	NOUN
fis-4538	317	33	)	)	PUNCT
fis-4538	317	34	flank	flank	NOUN
fis-4538	317	35	wear	wear	NOUN
fis-4538	317	36	(	(	PUNCT
fis-4538	317	37	mm	mm	NOUN
fis-4538	317	38	)	)	PUNCT
fis-4538	317	39	experimental	experimental	ADJ
fis-4538	317	40	ann	ann	PROPN
fis-4538	317	41	model	model	PROPN
fis-4538	317	42	empirical	empirical	ADJ
fis-4538	317	43	model	model	NOUN
fis-4538	317	44	1	1	NUM
fis-4538	317	45	300	300	NUM
fis-4538	317	46	0.1	0.1	NUM
fis-4538	317	47	0.5	0.5	NUM
fis-4538	317	48	9.38	9.38	NUM
fis-4538	317	49	0.138	0.138	NUM
fis-4538	317	50	0.133	0.133	NUM
fis-4538	317	51	0.142	0.142	NUM
fis-4538	317	52	2	2	NUM
fis-4538	317	53	300	300	NUM
fis-4538	317	54	0.1	0.1	NUM
fis-4538	317	55	0.5	0.5	NUM
fis-4538	317	56	10.56	10.56	NUM
fis-4538	317	57	0.144	0.144	NUM
fis-4538	317	58	0.145	0.145	NUM
fis-4538	317	59	0.155	0.155	NUM
fis-4538	317	60	3	3	NUM
fis-4538	317	61	300	300	NUM
fis-4538	317	62	0.1	0.1	NUM
fis-4538	317	63	0.5	0.5	NUM
fis-4538	317	64	11.69	11.69	NUM
fis-4538	317	65	0.153	0.153	NUM
fis-4538	317	66	0.156	0.156	NUM
fis-4538	317	67	0.167	0.167	NUM
fis-4538	317	68	4	4	NUM
fis-4538	317	69	350	350	NUM
fis-4538	317	70	0.08	0.08	NUM
fis-4538	317	71	0.4	0.4	NUM
fis-4538	317	72	4.60	4.60	NUM
fis-4538	317	73	0.088	0.088	NUM
fis-4538	317	74	0.097	0.097	NUM
fis-4538	317	75	0.080	0.080	NUM
fis-4538	317	76	5	5	NUM
fis-4538	317	77	350	350	NUM
fis-4538	317	78	0.08	0.08	NUM
fis-4538	317	79	0.4	0.4	NUM
fis-4538	317	80	6.07	6.07	NUM
fis-4538	317	81	0.108	0.108	NUM
fis-4538	317	82	0.116	0.116	NUM
fis-4538	317	83	0.098	0.098	NUM
fis-4538	317	84	6	6	NUM
fis-4538	317	85	350	350	NUM
fis-4538	317	86	0.12	0.12	NUM
fis-4538	317	87	0.4	0.4	NUM
fis-4538	317	88	2.07	2.07	NUM
fis-4538	317	89	0.0618	0.0618	NUM
fis-4538	317	90	0.066	0.066	NUM
fis-4538	317	91	0.053	0.053	NUM
fis-4538	317	92	7	7	NUM
fis-4538	317	93	350	350	NUM
fis-4538	317	94	0.12	0.12	NUM
fis-4538	317	95	0.4	0.4	NUM
fis-4538	317	96	3.07	3.07	NUM
fis-4538	317	97	0.081	0.081	NUM
fis-4538	317	98	0.082	0.082	NUM
fis-4538	317	99	0.071	0.071	NUM
fis-4538	317	100	8	8	NUM
fis-4538	317	101	250	250	NUM
fis-4538	317	102	0.08	0.08	NUM
fis-4538	317	103	0.4	0.4	NUM
fis-4538	317	104	4.35	4.35	NUM
fis-4538	317	105	0.0591	0.0591	NUM
fis-4538	317	106	0.069	0.069	NUM
fis-4538	317	107	0.059	0.059	NUM
fis-4538	317	108	9	9	NUM
fis-4538	317	109	250	250	NUM
fis-4538	317	110	0.08	0.08	NUM
fis-4538	317	111	0.4	0.4	NUM
fis-4538	317	112	6.45	6.45	NUM
fis-4538	317	113	0.078	0.078	NUM
fis-4538	317	114	0.087	0.087	NUM
fis-4538	317	115	0.079	0.079	NUM
fis-4538	317	116	10	10	NUM
fis-4538	317	117	250	250	NUM
fis-4538	317	118	0.12	0.12	NUM
fis-4538	317	119	0.4	0.4	NUM
fis-4538	317	120	2.90	2.90	NUM
fis-4538	317	121	0.0578	0.0578	NUM
fis-4538	317	122	0.055	0.055	NUM
fis-4538	317	123	0.052	0.052	NUM
fis-4538	317	124	11	11	NUM
fis-4538	317	125	250	250	NUM
fis-4538	317	126	0.12	0.12	NUM
fis-4538	317	127	0.4	0.4	NUM
fis-4538	317	128	4.30	4.30	NUM
fis-4538	317	129	0.0765	0.0765	NUM
fis-4538	317	130	0.069	0.069	NUM
fis-4538	317	131	0.070	0.070	NUM
fis-4538	317	132	12	12	NUM
fis-4538	317	133	250	250	NUM
fis-4538	317	134	0.12	0.12	NUM
fis-4538	317	135	0.4	0.4	NUM
fis-4538	317	136	13.15	13.15	NUM
fis-4538	317	137	0.188	0.188	NUM
fis-4538	317	138	0.170	0.170	NUM
fis-4538	317	139	0.162	0.162	NUM
fis-4538	317	140	13	13	NUM
fis-4538	317	141	250	250	NUM
fis-4538	317	142	0.12	0.12	NUM
fis-4538	317	143	0.4	0.4	NUM
fis-4538	317	144	14.28	14.28	NUM
fis-4538	317	145	0.209	0.209	NUM
fis-4538	317	146	0.180	0.180	NUM
fis-4538	317	147	0.172	0.172	NUM
fis-4538	317	148	14	14	NUM
fis-4538	317	149	300	300	NUM
fis-4538	317	150	0.05	0.05	NUM
fis-4538	317	151	0.3	0.3	NUM
fis-4538	317	152	11.43	11.43	NUM
fis-4538	317	153	0.0843	0.0843	NUM
fis-4538	317	154	0.066	0.066	NUM
fis-4538	317	155	0.105	0.105	NUM
fis-4538	317	156	15	15	NUM
fis-4538	317	157	300	300	NUM
fis-4538	317	158	0.05	0.05	NUM
fis-4538	317	159	0.3	0.3	NUM
fis-4538	317	160	14.16	14.16	NUM
fis-4538	317	161	0.102	0.102	NUM
fis-4538	317	162	0.073	0.073	NUM
fis-4538	317	163	0.123	0.123	NUM
fis-4538	317	164	16	16	NUM
fis-4538	317	165	300	300	NUM
fis-4538	317	166	0.05	0.05	NUM
fis-4538	317	167	0.3	0.3	NUM
fis-4538	317	168	16.84	16.84	NUM
fis-4538	317	169	0.125	0.125	NUM
fis-4538	317	170	0.082	0.082	NUM
fis-4538	317	171	0.140	0.140	NUM
fis-4538	317	172	17	17	NUM
fis-4538	317	173	300	300	NUM
fis-4538	317	174	0.05	0.05	NUM
fis-4538	317	175	0.3	0.3	NUM
fis-4538	317	176	19.47	19.47	NUM
fis-4538	317	177	0.141	0.141	NUM
fis-4538	317	178	0.115	0.115	NUM
fis-4538	317	179	0.156	0.156	NUM
fis-4538	317	180	18	18	NUM
fis-4538	317	181	300	300	NUM
fis-4538	317	182	0.1	0.1	NUM
fis-4538	317	183	0.3	0.3	NUM
fis-4538	317	184	15.93	15.93	NUM
fis-4538	317	185	0.174	0.174	NUM
fis-4538	317	186	0.175	0.175	NUM
fis-4538	317	187	0.184	0.184	NUM
fis-4538	317	188	19	19	NUM
fis-4538	317	189	300	300	NUM
fis-4538	317	190	0.1	0.1	NUM
fis-4538	317	191	0.3	0.3	NUM
fis-4538	317	192	17.10	17.10	NUM
fis-4538	317	193	0.183	0.183	NUM
fis-4538	317	194	0.187	0.187	NUM
fis-4538	317	195	0.194	0.194	NUM
fis-4538	317	196	20	20	NUM
fis-4538	317	197	300	300	NUM
fis-4538	317	198	0.1	0.1	NUM
fis-4538	317	199	0.3	0.3	NUM
fis-4538	317	200	18.24	18.24	NUM
fis-4538	317	201	0.194	0.194	NUM
fis-4538	317	202	0.200	0.200	NUM
fis-4538	317	203	0.203	0.203	NUM
fis-4538	317	204	21	21	NUM
fis-4538	317	205	300	300	NUM
fis-4538	317	206	0.15	0.15	NUM
fis-4538	317	207	0.3	0.3	NUM
fis-4538	317	208	6.49	6.49	NUM
fis-4538	317	209	0.101	0.101	NUM
fis-4538	317	210	0.098	0.098	NUM
fis-4538	317	211	0.113	0.113	NUM
fis-4538	317	212	22	22	NUM
fis-4538	317	213	300	300	NUM
fis-4538	317	214	0.15	0.15	NUM
fis-4538	317	215	0.3	0.3	NUM
fis-4538	317	216	7.35	7.35	NUM
fis-4538	317	217	0.113	0.113	NUM
fis-4538	317	218	0.109	0.109	NUM
fis-4538	317	219	0.124	0.124	NUM
fis-4538	317	220	23	23	NUM
fis-4538	317	221	300	300	NUM
fis-4538	317	222	0.15	0.15	NUM
fis-4538	317	223	0.3	0.3	NUM
fis-4538	317	224	8.19	8.19	NUM
fis-4538	317	225	0.123	0.123	NUM
fis-4538	317	226	0.120	0.120	NUM
fis-4538	317	227	0.135	0.135	NUM
fis-4538	317	228	24	24	NUM
fis-4538	317	229	300	300	NUM
fis-4538	317	230	0.15	0.15	NUM
fis-4538	317	231	0.3	0.3	NUM
fis-4538	317	232	11.40	11.40	NUM
fis-4538	317	233	0.164	0.164	NUM
fis-4538	317	234	0.163	0.163	NUM
fis-4538	317	235	0.172	0.172	NUM
fis-4538	317	236	25	25	NUM
fis-4538	317	237	300	300	NUM
fis-4538	317	238	0.15	0.15	NUM
fis-4538	317	239	0.3	0.3	NUM
fis-4538	317	240	12.16	12.16	NUM
fis-4538	317	241	0.173	0.173	NUM
fis-4538	317	242	0.173	0.173	NUM
fis-4538	317	243	0.181	0.181	NUM
fis-4538	317	244	26	26	NUM
fis-4538	317	245	200	200	NUM
fis-4538	317	246	0.1	0.1	NUM
fis-4538	317	247	0.3	0.3	NUM
fis-4538	317	248	12.63	12.63	NUM
fis-4538	317	249	0.112	0.112	NUM
fis-4538	317	250	0.112	0.112	NUM
fis-4538	317	251	0.113	0.113	NUM
fis-4538	317	252	27	27	NUM
fis-4538	317	253	200	200	NUM
fis-4538	317	254	0.1	0.1	NUM
fis-4538	317	255	0.3	0.3	NUM
fis-4538	317	256	14.60	14.60	NUM
fis-4538	317	257	0.135	0.135	NUM
fis-4538	317	258	0.131	0.131	NUM
fis-4538	317	259	0.126	0.126	NUM
fis-4538	317	260	28	28	NUM
fis-4538	317	261	200	200	NUM
fis-4538	317	262	0.1	0.1	NUM
fis-4538	317	263	0.3	0.3	NUM
fis-4538	317	264	16.54	16.54	NUM
fis-4538	317	265	0.148	0.148	NUM
fis-4538	317	266	0.152	0.152	NUM
fis-4538	317	267	0.138	0.138	NUM
fis-4538	317	268	29	29	NUM
fis-4538	317	269	400	400	NUM
fis-4538	317	270	0.1	0.1	NUM
fis-4538	317	271	0.3	0.3	NUM
fis-4538	317	272	6.31	6.31	NUM
fis-4538	317	273	0.124	0.124	NUM
fis-4538	317	274	0.134	0.134	NUM
fis-4538	317	275	0.115	0.115	NUM
fis-4538	317	276	30	30	NUM
fis-4538	317	277	400	400	NUM
fis-4538	317	278	0.1	0.1	NUM
fis-4538	317	279	0.3	0.3	NUM
fis-4538	317	280	7.30	7.30	NUM
fis-4538	317	281	0.144	0.144	NUM
fis-4538	317	282	0.155	0.155	NUM
fis-4538	317	283	0.128	0.128	NUM
fis-4538	317	284	31	31	NUM
fis-4538	317	285	400	400	NUM
fis-4538	317	286	0.1	0.1	NUM
fis-4538	317	287	0.3	0.3	NUM
fis-4538	317	288	8.27	8.27	NUM
fis-4538	317	289	0.163	0.163	NUM
fis-4538	317	290	0.177	0.177	NUM
fis-4538	317	291	0.141	0.141	NUM
fis-4538	317	292	32	32	NUM
fis-4538	317	293	350	350	NUM
fis-4538	317	294	0.08	0.08	NUM
fis-4538	317	295	0.2	0.2	NUM
fis-4538	317	296	6.18	6.18	NUM
fis-4538	317	297	0.077	0.077	NUM
fis-4538	317	298	0.077	0.077	NUM
fis-4538	317	299	0.083	0.083	NUM
fis-4538	317	300	33	33	NUM
fis-4538	317	301	350	350	NUM
fis-4538	317	302	0.08	0.08	NUM
fis-4538	317	303	0.2	0.2	NUM
fis-4538	317	304	7.67	7.67	NUM
fis-4538	317	305	0.091	0.091	NUM
fis-4538	317	306	0.093	0.093	NUM
fis-4538	317	307	0.097	0.097	NUM
fis-4538	317	308	34	34	NUM
fis-4538	317	309	350	350	NUM
fis-4538	317	310	0.08	0.08	NUM
fis-4538	317	311	0.2	0.2	NUM
fis-4538	317	312	9.16	9.16	NUM
fis-4538	317	313	0.107	0.107	NUM
fis-4538	317	314	0.107	0.107	NUM
fis-4538	317	315	0.111	0.111	NUM
fis-4538	317	316	35	35	NUM
fis-4538	317	317	250	250	NUM
fis-4538	317	318	0.12	0.12	NUM
fis-4538	317	319	0.2	0.2	NUM
fis-4538	317	320	7.16	7.16	NUM
fis-4538	317	321	0.081	0.081	NUM
fis-4538	317	322	0.085	0.085	NUM
fis-4538	317	323	0.086	0.086	NUM
fis-4538	317	324	36	36	NUM
fis-4538	317	325	250	250	NUM
fis-4538	317	326	0.12	0.12	NUM
fis-4538	317	327	0.2	0.2	NUM
fis-4538	317	328	8.54	8.54	NUM
fis-4538	317	329	0.0931	0.0931	NUM
fis-4538	317	330	0.097	0.097	NUM
fis-4538	317	331	0.098	0.098	NUM
fis-4538	317	332	37	37	NUM
fis-4538	317	333	250	250	NUM
fis-4538	317	334	0.12	0.12	NUM
fis-4538	317	335	0.2	0.2	NUM
fis-4538	317	336	9.91	9.91	NUM
fis-4538	317	337	0.103	0.103	NUM
fis-4538	317	338	0.107	0.107	NUM
fis-4538	317	339	0.109	0.109	NUM
fis-4538	317	340	38	38	NUM
fis-4538	317	341	350	350	NUM
fis-4538	317	342	0.12	0.12	NUM
fis-4538	317	343	0.2	0.2	NUM
fis-4538	317	344	7.08	7.08	NUM
fis-4538	317	345	0.0851	0.0851	NUM
fis-4538	317	346	0.085	0.085	NUM
fis-4538	317	347	0.110	0.110	NUM
fis-4538	317	348	39	39	NUM
fis-4538	317	349	350	350	NUM
fis-4538	317	350	0.12	0.12	NUM
fis-4538	317	351	0.2	0.2	NUM
fis-4538	317	352	8.04	8.04	NUM
fis-4538	317	353	0.0944	0.0944	NUM
fis-4538	317	354	0.097	0.097	NUM
fis-4538	317	355	0.121	0.121	NUM
fis-4538	317	356	40	40	NUM
fis-4538	317	357	250	250	NUM
fis-4538	317	358	0.08	0.08	NUM
fis-4538	317	359	0.2	0.2	NUM
fis-4538	317	360	16.89	16.89	NUM
fis-4538	317	361	0.121	0.121	NUM
fis-4538	317	362	0.117	0.117	NUM
fis-4538	317	363	0.135	0.135	NUM
fis-4538	317	364	41	41	NUM
fis-4538	317	365	250	250	NUM
fis-4538	317	366	0.08	0.08	NUM
fis-4538	317	367	0.2	0.2	NUM
fis-4538	317	368	18.89	18.89	NUM
fis-4538	317	369	0.138	0.138	NUM
fis-4538	317	370	0.133	0.133	NUM
fis-4538	317	371	0.147	0.147	NUM
fis-4538	317	372	42	42	NUM
fis-4538	317	373	300	300	NUM
fis-4538	317	374	0.1	0.1	NUM
fis-4538	317	375	0.1	0.1	NUM
fis-4538	317	376	15.67	15.67	NUM
fis-4538	317	377	0.139	0.139	NUM
fis-4538	317	378	0.142	0.142	NUM
fis-4538	317	379	0.136	0.136	NUM
fis-4538	317	380	43	43	NUM
fis-4538	317	381	300	300	NUM
fis-4538	317	382	0.1	0.1	NUM
fis-4538	317	383	0.1	0.1	NUM
fis-4538	317	384	17.04	17.04	NUM
fis-4538	317	385	0.148	0.148	NUM
fis-4538	317	386	0.157	0.157	NUM
fis-4538	317	387	0.145	0.145	NUM
fis-4538	317	388	44	44	NUM
fis-4538	317	389	300	300	NUM
fis-4538	317	390	0.1	0.1	NUM
fis-4538	317	391	0.1	0.1	NUM
fis-4538	317	392	18.41	18.41	NUM
fis-4538	317	393	0.161	0.161	NUM
fis-4538	317	394	0.171	0.171	NUM
fis-4538	317	395	0.153	0.153	NUM
fis-4538	317	396	table	table	NOUN
fis-4538	317	397	6	6	NUM
fis-4538	317	398	:	:	PUNCT
fis-4538	317	399	experimental	experimental	ADJ
fis-4538	317	400	and	and	CCONJ
fis-4538	317	401	predicted	predict	VERB
fis-4538	317	402	flank	flank	NOUN
fis-4538	317	403	wear	wear	NOUN
fis-4538	317	404	values	value	NOUN
fis-4538	317	405	with	with	ADP
fis-4538	317	406	ann	ann	PROPN
fis-4538	317	407	and	and	CCONJ
fis-4538	317	408	empirical	empirical	ADJ
fis-4538	317	409	models	model	NOUN
fis-4538	317	410	.	.	PUNCT
fis-4538	318	1	s.	s.	PROPN
fis-4538	318	2	chinchanikar	chinchanikar	PROPN
fis-4538	318	3	et	et	PROPN
fis-4538	318	4	alii	alii	PROPN
fis-4538	318	5	,	,	PUNCT
fis-4538	318	6	frattura	frattura	PROPN
fis-4538	318	7	ed	ed	PROPN
fis-4538	318	8	integrità	integrità	PROPN
fis-4538	318	9	strutturale	strutturale	PROPN
fis-4538	318	10	,	,	PUNCT
fis-4538	318	11	67	67	NUM
fis-4538	318	12	(	(	PUNCT
fis-4538	318	13	2023	2023	NUM
fis-4538	318	14	)	)	PUNCT
fis-4538	318	15	176	176	NUM
fis-4538	318	16	-	-	SYM
fis-4538	318	17	191	191	NUM
fis-4538	318	18	;	;	PUNCT
fis-4538	318	19	doi	doi	NOUN
fis-4538	318	20	:	:	PUNCT
fis-4538	318	21	10.3221	10.3221	NUM
fis-4538	318	22	/	/	SYM
fis-4538	318	23	igf	igf	PROPN
fis-4538	318	24	-	-	PUNCT
fis-4538	318	25	esis.67.13	esis.67.13	PROPN
fis-4538	318	26	189	189	NUM
fis-4538	318	27	regression	regression	NOUN
fis-4538	318	28	coefficients	coefficient	NOUN
fis-4538	318	29	close	close	ADV
fis-4538	318	30	to	to	ADP
fis-4538	318	31	one	one	NUM
fis-4538	318	32	for	for	ADP
fis-4538	318	33	training	training	NOUN
fis-4538	318	34	,	,	PUNCT
fis-4538	318	35	validation	validation	NOUN
fis-4538	318	36	,	,	PUNCT
fis-4538	318	37	and	and	CCONJ
fis-4538	318	38	testing	testing	NOUN
fis-4538	318	39	,	,	PUNCT
fis-4538	318	40	and	and	CCONJ
fis-4538	318	41	the	the	DET
fis-4538	318	42	entire	entire	ADJ
fis-4538	318	43	data	datum	NOUN
fis-4538	318	44	set	set	VERB
fis-4538	318	45	demonstrates	demonstrate	VERB
fis-4538	318	46	that	that	SCONJ
fis-4538	318	47	the	the	DET
fis-4538	318	48	developed	develop	VERB
fis-4538	318	49	neural	neural	ADJ
fis-4538	318	50	network	network	NOUN
fis-4538	318	51	model	model	NOUN
fis-4538	318	52	could	could	AUX
fis-4538	318	53	be	be	AUX
fis-4538	318	54	accurately	accurately	ADV
fis-4538	318	55	applied	apply	VERB
fis-4538	318	56	to	to	PART
fis-4538	318	57	forecast	forecast	VERB
fis-4538	318	58	flank	flank	NOUN
fis-4538	318	59	wear	wear	NOUN
fis-4538	318	60	growth	growth	NOUN
fis-4538	318	61	of	of	ADP
fis-4538	318	62	mtcvd	mtcvd	NOUN
fis-4538	318	63	-	-	PUNCT
fis-4538	318	64	ticn	ticn	NOUN
fis-4538	318	65	/	/	SYM
fis-4538	318	66	al2o3	al2o3	NOUN
fis-4538	318	67	coated	coated	ADJ
fis-4538	318	68	tools	tool	NOUN
fis-4538	318	69	when	when	SCONJ
fis-4538	318	70	turning	turn	VERB
fis-4538	318	71	aisi	aisi	PROPN
fis-4538	318	72	304	304	NUM
fis-4538	318	73	stainless	stainless	ADJ
fis-4538	318	74	steel	steel	NOUN
fis-4538	318	75	.	.	PUNCT
fis-4538	319	1	further	far	ADV
fis-4538	319	2	,	,	PUNCT
fis-4538	319	3	the	the	DET
fis-4538	319	4	ann	ann	PROPN
fis-4538	319	5	model	model	NOUN
fis-4538	319	6	's	's	PART
fis-4538	319	7	accuracy	accuracy	NOUN
fis-4538	319	8	is	be	AUX
fis-4538	319	9	evaluated	evaluate	VERB
fis-4538	319	10	by	by	ADP
fis-4538	319	11	predicting	predict	VERB
fis-4538	319	12	44	44	NUM
fis-4538	319	13	flank	flank	NOUN
fis-4538	319	14	wear	wear	NOUN
fis-4538	319	15	observations	observation	NOUN
fis-4538	319	16	at	at	ADP
fis-4538	319	17	various	various	ADJ
fis-4538	319	18	cutting	cutting	NOUN
fis-4538	319	19	conditions	condition	NOUN
fis-4538	319	20	and	and	CCONJ
fis-4538	319	21	machining	machining	NOUN
fis-4538	319	22	times	time	NOUN
fis-4538	319	23	(	(	PUNCT
fis-4538	319	24	figs	fig	NOUN
fis-4538	319	25	.	.	X
fis-4538	320	1	3	3	NUM
fis-4538	320	2	and	and	CCONJ
fis-4538	320	3	4	4	NUM
fis-4538	320	4	,	,	PUNCT
fis-4538	320	5	run	run	VERB
fis-4538	320	6	1	1	NUM
fis-4538	320	7	to	to	ADP
fis-4538	320	8	15	15	NUM
fis-4538	320	9	)	)	PUNCT
fis-4538	320	10	.	.	PUNCT
fis-4538	321	1	tab	tab	NOUN
fis-4538	321	2	.	.	PROPN
fis-4538	322	1	6	6	NUM
fis-4538	322	2	displays	display	VERB
fis-4538	322	3	the	the	DET
fis-4538	322	4	experimental	experimental	ADJ
fis-4538	322	5	and	and	CCONJ
fis-4538	322	6	predicted	predict	VERB
fis-4538	322	7	flank	flank	NOUN
fis-4538	322	8	wear	wear	NOUN
fis-4538	322	9	values	value	NOUN
fis-4538	322	10	for	for	ADP
fis-4538	322	11	different	different	ADJ
fis-4538	322	12	machining	machining	NOUN
fis-4538	322	13	times	time	NOUN
fis-4538	322	14	and	and	CCONJ
fis-4538	322	15	cutting	cut	VERB
fis-4538	322	16	conditions	condition	NOUN
fis-4538	322	17	,	,	PUNCT
fis-4538	322	18	excluding	exclude	VERB
fis-4538	322	19	those	those	PRON
fis-4538	322	20	used	use	VERB
fis-4538	322	21	for	for	ADP
fis-4538	322	22	model	model	NOUN
fis-4538	322	23	development	development	NOUN
fis-4538	322	24	.	.	PUNCT
fis-4538	323	1	a	a	DET
fis-4538	323	2	comparison	comparison	NOUN
fis-4538	323	3	of	of	ADP
fis-4538	323	4	the	the	DET
fis-4538	323	5	predicted	predict	VERB
fis-4538	323	6	results	result	NOUN
fis-4538	323	7	with	with	ADP
fis-4538	323	8	the	the	DET
fis-4538	323	9	experimental	experimental	ADV
fis-4538	323	10	-	-	PUNCT
fis-4538	323	11	based	base	VERB
fis-4538	323	12	mathematical	mathematical	ADJ
fis-4538	323	13	model	model	NOUN
fis-4538	323	14	(	(	PUNCT
fis-4538	323	15	empirical	empirical	ADJ
fis-4538	323	16	model	model	NOUN
fis-4538	323	17	)	)	PUNCT
fis-4538	323	18	and	and	CCONJ
fis-4538	323	19	artificial	artificial	ADJ
fis-4538	323	20	neural	neural	ADJ
fis-4538	323	21	network	network	NOUN
fis-4538	323	22	(	(	PUNCT
fis-4538	323	23	ann	ann	PROPN
fis-4538	323	24	)	)	PUNCT
fis-4538	323	25	model	model	NOUN
fis-4538	323	26	is	be	AUX
fis-4538	323	27	performed	perform	VERB
fis-4538	323	28	.	.	PUNCT
fis-4538	324	1	the	the	DET
fis-4538	324	2	percentage	percentage	NOUN
fis-4538	324	3	error	error	NOUN
fis-4538	324	4	between	between	ADP
fis-4538	324	5	the	the	DET
fis-4538	324	6	predicted	predict	VERB
fis-4538	324	7	and	and	CCONJ
fis-4538	324	8	experimental	experimental	ADJ
fis-4538	324	9	wear	wear	NOUN
fis-4538	324	10	growth	growth	NOUN
fis-4538	324	11	for	for	ADP
fis-4538	324	12	various	various	ADJ
fis-4538	324	13	process	process	NOUN
fis-4538	324	14	parameters	parameter	NOUN
fis-4538	324	15	is	be	AUX
fis-4538	324	16	used	use	VERB
fis-4538	324	17	to	to	PART
fis-4538	324	18	gauge	gauge	VERB
fis-4538	324	19	the	the	DET
fis-4538	324	20	model	model	NOUN
fis-4538	324	21	's	's	PART
fis-4538	324	22	accuracy	accuracy	NOUN
fis-4538	324	23	.	.	PUNCT
fis-4538	325	1	predicted	predict	VERB
fis-4538	325	2	results	result	NOUN
fis-4538	325	3	from	from	ADP
fis-4538	325	4	ann	ann	PROPN
fis-4538	325	5	models	model	NOUN
fis-4538	325	6	can	can	AUX
fis-4538	325	7	be	be	AUX
fis-4538	325	8	seen	see	VERB
fis-4538	325	9	to	to	PART
fis-4538	325	10	be	be	AUX
fis-4538	325	11	in	in	ADP
fis-4538	325	12	better	well	ADJ
fis-4538	325	13	agreement	agreement	NOUN
fis-4538	325	14	with	with	ADP
fis-4538	325	15	the	the	DET
fis-4538	325	16	experimental	experimental	ADJ
fis-4538	325	17	values	value	NOUN
fis-4538	325	18	than	than	ADP
fis-4538	325	19	empirical	empirical	ADJ
fis-4538	325	20	models	model	NOUN
fis-4538	325	21	.	.	PUNCT
fis-4538	326	1	the	the	DET
fis-4538	326	2	average	average	ADJ
fis-4538	326	3	prediction	prediction	NOUN
fis-4538	326	4	error	error	NOUN
fis-4538	326	5	of	of	ADP
fis-4538	326	6	6.5	6.5	NUM
fis-4538	326	7	%	%	NOUN
fis-4538	326	8	and	and	CCONJ
fis-4538	326	9	9.3	9.3	NUM
fis-4538	326	10	%	%	NOUN
fis-4538	326	11	is	be	AUX
fis-4538	326	12	observed	observe	VERB
fis-4538	326	13	for	for	ADP
fis-4538	326	14	ann	ann	PROPN
fis-4538	326	15	and	and	CCONJ
fis-4538	326	16	empirical	empirical	ADJ
fis-4538	326	17	models	model	NOUN
fis-4538	326	18	,	,	PUNCT
fis-4538	326	19	respectively	respectively	ADV
fis-4538	326	20	.	.	PUNCT
fis-4538	327	1	it	it	PRON
fis-4538	327	2	can	can	AUX
fis-4538	327	3	also	also	ADV
fis-4538	327	4	be	be	AUX
fis-4538	327	5	confirmed	confirm	VERB
fis-4538	327	6	from	from	ADP
fis-4538	327	7	the	the	DET
fis-4538	327	8	experimental	experimental	ADJ
fis-4538	327	9	vs.	vs.	ADP
fis-4538	327	10	precited	precite	VERB
fis-4538	327	11	flank	flank	NOUN
fis-4538	327	12	wear	wear	NOUN
fis-4538	327	13	values	value	NOUN
fis-4538	327	14	using	use	VERB
fis-4538	327	15	ann	ann	PROPN
fis-4538	327	16	and	and	CCONJ
fis-4538	327	17	empirical	empirical	ADJ
fis-4538	327	18	models	model	NOUN
fis-4538	327	19	plotted	plot	VERB
fis-4538	327	20	at	at	ADP
fis-4538	327	21	two	two	NUM
fis-4538	327	22	different	different	ADJ
fis-4538	327	23	cutting	cutting	NOUN
fis-4538	327	24	conditions	condition	NOUN
fis-4538	327	25	,	,	PUNCT
fis-4538	327	26	as	as	SCONJ
fis-4538	327	27	shown	show	VERB
fis-4538	327	28	in	in	ADP
fis-4538	327	29	fig	fig	NOUN
fis-4538	327	30	.	.	PUNCT
fis-4538	328	1	18	18	NUM
fis-4538	328	2	.	.	PUNCT
fis-4538	329	1	it	it	PRON
fis-4538	329	2	is	be	AUX
fis-4538	329	3	apparent	apparent	ADJ
fis-4538	329	4	that	that	SCONJ
fis-4538	329	5	the	the	DET
fis-4538	329	6	results	result	NOUN
fis-4538	329	7	predicted	predict	VERB
fis-4538	329	8	by	by	ADP
fis-4538	329	9	the	the	DET
fis-4538	329	10	ann	ann	PROPN
fis-4538	329	11	model	model	NOUN
fis-4538	329	12	are	be	AUX
fis-4538	329	13	in	in	ADP
fis-4538	329	14	better	well	ADJ
fis-4538	329	15	agreement	agreement	NOUN
fis-4538	329	16	with	with	ADP
fis-4538	329	17	the	the	DET
fis-4538	329	18	experimental	experimental	ADJ
fis-4538	329	19	results	result	NOUN
fis-4538	329	20	as	as	SCONJ
fis-4538	329	21	compared	compare	VERB
fis-4538	329	22	to	to	ADP
fis-4538	329	23	the	the	DET
fis-4538	329	24	empirical	empirical	ADJ
fis-4538	329	25	model	model	NOUN
fis-4538	329	26	.	.	PUNCT
fis-4538	330	1	(	(	PUNCT
fis-4538	330	2	a	a	X
fis-4538	330	3	)	)	PUNCT
fis-4538	330	4	(	(	PUNCT
fis-4538	330	5	b	b	X
fis-4538	330	6	)	)	PUNCT
fis-4538	330	7	figure	figure	NOUN
fis-4538	330	8	18	18	NUM
fis-4538	330	9	:	:	PUNCT
fis-4538	330	10	experimental	experimental	PROPN
fis-4538	330	11	vs.	vs.	ADP
fis-4538	330	12	predicted	predict	VERB
fis-4538	330	13	flank	flank	NOUN
fis-4538	330	14	wear	wear	NOUN
fis-4538	330	15	using	use	VERB
fis-4538	330	16	empirical	empirical	ADJ
fis-4538	330	17	and	and	CCONJ
fis-4538	330	18	ann	ann	PROPN
fis-4538	330	19	models	model	NOUN
fis-4538	330	20	at	at	ADP
fis-4538	330	21	(	(	PUNCT
fis-4538	330	22	a	a	PRON
fis-4538	330	23	)	)	PUNCT
fis-4538	330	24	run	run	NOUN
fis-4538	330	25	9	9	NUM
fis-4538	330	26	(	(	PUNCT
fis-4538	330	27	b	b	NOUN
fis-4538	330	28	)	)	PUNCT
fis-4538	330	29	run3	run3	PROPN
fis-4538	330	30	.	.	PUNCT
fis-4538	331	1	the	the	DET
fis-4538	331	2	experimental	experimental	ADJ
fis-4538	331	3	and	and	CCONJ
fis-4538	331	4	projected	project	VERB
fis-4538	331	5	flank	flank	NOUN
fis-4538	331	6	wear	wear	NOUN
fis-4538	331	7	values	value	NOUN
fis-4538	331	8	show	show	VERB
fis-4538	331	9	good	good	ADJ
fis-4538	331	10	agreement	agreement	NOUN
fis-4538	331	11	.	.	PUNCT
fis-4538	332	1	in	in	ADP
fis-4538	332	2	the	the	DET
fis-4538	332	3	majority	majority	NOUN
fis-4538	332	4	of	of	ADP
fis-4538	332	5	cutting	cut	VERB
fis-4538	332	6	situations	situation	NOUN
fis-4538	332	7	,	,	PUNCT
fis-4538	332	8	tool	tool	NOUN
fis-4538	332	9	failure	failure	NOUN
fis-4538	332	10	happened	happen	VERB
fis-4538	332	11	because	because	SCONJ
fis-4538	332	12	the	the	DET
fis-4538	332	13	coating	coating	NOUN
fis-4538	332	14	layer	layer	NOUN
fis-4538	332	15	broke	break	VERB
fis-4538	332	16	off	off	ADP
fis-4538	332	17	rather	rather	ADV
fis-4538	332	18	than	than	ADP
fis-4538	332	19	the	the	DET
fis-4538	332	20	flank	flank	NOUN
fis-4538	332	21	wear	wear	VERB
fis-4538	332	22	gradually	gradually	ADV
fis-4538	332	23	wearing	wear	VERB
fis-4538	332	24	up	up	ADP
fis-4538	332	25	to	to	PART
fis-4538	332	26	0.2	0.2	NUM
fis-4538	332	27	mm	mm	NOUN
fis-4538	332	28	.	.	PUNCT
fis-4538	333	1	it	it	PRON
fis-4538	333	2	can	can	AUX
fis-4538	333	3	be	be	AUX
fis-4538	333	4	confirmed	confirm	VERB
fis-4538	333	5	from	from	ADP
fis-4538	333	6	the	the	DET
fis-4538	333	7	tool	tool	NOUN
fis-4538	333	8	wear	wear	VERB
fis-4538	333	9	sem	sem	NOUN
fis-4538	333	10	images	image	NOUN
fis-4538	333	11	,	,	PUNCT
fis-4538	333	12	as	as	SCONJ
fis-4538	333	13	shown	show	VERB
fis-4538	333	14	in	in	ADP
fis-4538	333	15	figs	fig	NOUN
fis-4538	333	16	.	.	PUNCT
fis-4538	334	1	4–10	4–10	NOUN
fis-4538	334	2	.	.	PUNCT
fis-4538	335	1	the	the	DET
fis-4538	335	2	coating	coating	NOUN
fis-4538	335	3	delamination	delamination	NOUN
fis-4538	335	4	,	,	PUNCT
fis-4538	335	5	metal	metal	NOUN
fis-4538	335	6	adhesion	adhesion	NOUN
fis-4538	335	7	,	,	PUNCT
fis-4538	335	8	pitting	pit	VERB
fis-4538	335	9	on	on	ADP
fis-4538	335	10	the	the	DET
fis-4538	335	11	substrate	substrate	NOUN
fis-4538	335	12	,	,	PUNCT
fis-4538	335	13	and	and	CCONJ
fis-4538	335	14	cutting	cut	VERB
fis-4538	335	15	-	-	PUNCT
fis-4538	335	16	edge	edge	NOUN
fis-4538	335	17	chipping	chipping	NOUN
fis-4538	335	18	were	be	AUX
fis-4538	335	19	seen	see	VERB
fis-4538	335	20	for	for	ADP
fis-4538	335	21	a	a	DET
fis-4538	335	22	specified	specify	VERB
fis-4538	335	23	tool	tool	NOUN
fis-4538	335	24	-	-	PUNCT
fis-4538	335	25	workpiece	workpiece	NOUN
fis-4538	335	26	pairing	pairing	NOUN
fis-4538	335	27	in	in	ADP
fis-4538	335	28	turning	turn	VERB
fis-4538	335	29	.	.	PUNCT
fis-4538	336	1	as	as	SCONJ
fis-4538	336	2	was	be	AUX
fis-4538	336	3	previously	previously	ADV
fis-4538	336	4	mentioned	mention	VERB
fis-4538	336	5	,	,	PUNCT
fis-4538	336	6	prolonged	prolonged	ADJ
fis-4538	336	7	cutting	cutting	NOUN
fis-4538	336	8	causes	cause	VERB
fis-4538	336	9	metal	metal	NOUN
fis-4538	336	10	adhesion	adhesion	NOUN
fis-4538	336	11	and	and	CCONJ
fis-4538	336	12	dislodgement	dislodgement	NOUN
fis-4538	336	13	,	,	PUNCT
fis-4538	336	14	causing	cause	VERB
fis-4538	336	15	damage	damage	NOUN
fis-4538	336	16	to	to	ADP
fis-4538	336	17	tool	tool	NOUN
fis-4538	336	18	faces	face	NOUN
fis-4538	336	19	,	,	PUNCT
fis-4538	336	20	rake	rake	VERB
fis-4538	336	21	faces	face	NOUN
fis-4538	336	22	,	,	PUNCT
fis-4538	336	23	and	and	CCONJ
fis-4538	336	24	substrates	substrate	NOUN
fis-4538	336	25	,	,	PUNCT
fis-4538	336	26	compromising	compromise	VERB
fis-4538	336	27	tool	tool	NOUN
fis-4538	336	28	integrity	integrity	NOUN
fis-4538	336	29	,	,	PUNCT
fis-4538	336	30	lifespan	lifespan	NOUN
fis-4538	336	31	,	,	PUNCT
fis-4538	336	32	and	and	CCONJ
fis-4538	336	33	effectiveness	effectiveness	NOUN
fis-4538	336	34	.	.	PUNCT
fis-4538	337	1	the	the	DET
fis-4538	337	2	tool	tool	NOUN
fis-4538	337	3	wear	wear	VERB
fis-4538	337	4	criterion	criterion	NOUN
fis-4538	337	5	of	of	ADP
fis-4538	337	6	0.2	0.2	NUM
fis-4538	337	7	mm	mm	NOUN
fis-4538	337	8	is	be	AUX
fis-4538	337	9	more	more	ADV
fis-4538	337	10	realistic	realistic	ADJ
fis-4538	337	11	for	for	ADP
fis-4538	337	12	achieving	achieve	VERB
fis-4538	337	13	superior	superior	ADJ
fis-4538	337	14	dimensional	dimensional	ADJ
fis-4538	337	15	accuracy	accuracy	NOUN
fis-4538	337	16	and	and	CCONJ
fis-4538	337	17	surface	surface	NOUN
fis-4538	337	18	quality	quality	NOUN
fis-4538	337	19	while	while	SCONJ
fis-4538	337	20	machining	machine	VERB
fis-4538	337	21	aisi	aisi	PROPN
fis-4538	337	22	304	304	NUM
fis-4538	337	23	stainless	stainless	ADJ
fis-4538	337	24	steel	steel	NOUN
fis-4538	337	25	using	use	VERB
fis-4538	337	26	selected	select	VERB
fis-4538	337	27	tools	tool	NOUN
fis-4538	337	28	.	.	PUNCT
fis-4538	338	1	s.	s.	PROPN
fis-4538	338	2	chinchanikar	chinchanikar	PROPN
fis-4538	338	3	et	et	PROPN
fis-4538	338	4	alii	alii	PROPN
fis-4538	338	5	,	,	PUNCT
fis-4538	338	6	frattura	frattura	PROPN
fis-4538	338	7	ed	ed	PROPN
fis-4538	338	8	integrità	integrità	PROPN
fis-4538	338	9	strutturale	strutturale	PROPN
fis-4538	338	10	,	,	PUNCT
fis-4538	338	11	67	67	NUM
fis-4538	338	12	(	(	PUNCT
fis-4538	338	13	2023	2023	NUM
fis-4538	338	14	)	)	PUNCT
fis-4538	338	15	176	176	NUM
fis-4538	338	16	-	-	SYM
fis-4538	338	17	191	191	NUM
fis-4538	338	18	;	;	PUNCT
fis-4538	338	19	doi	doi	NOUN
fis-4538	338	20	:	:	PUNCT
fis-4538	338	21	10.3221	10.3221	NUM
fis-4538	338	22	/	/	SYM
fis-4538	338	23	igf	igf	PROPN
fis-4538	338	24	-	-	PUNCT
fis-4538	338	25	esis.67.13	esis.67.13	PROPN
fis-4538	338	26	190	190	NUM
fis-4538	338	27	conclusions	conclusion	NOUN
fis-4538	338	28	lank	lank	ADJ
fis-4538	338	29	wear	wear	NOUN
fis-4538	338	30	,	,	PUNCT
fis-4538	338	31	a	a	DET
fis-4538	338	32	gradual	gradual	ADJ
fis-4538	338	33	wear	wear	NOUN
fis-4538	338	34	and	and	CCONJ
fis-4538	338	35	tear	tear	NOUN
fis-4538	338	36	on	on	ADP
fis-4538	338	37	a	a	DET
fis-4538	338	38	tool	tool	NOUN
fis-4538	338	39	's	's	PART
fis-4538	338	40	cutting	cutting	NOUN
fis-4538	338	41	edge	edge	NOUN
fis-4538	338	42	during	during	ADP
fis-4538	338	43	machining	machining	NOUN
fis-4538	338	44	operations	operation	NOUN
fis-4538	338	45	,	,	PUNCT
fis-4538	338	46	is	be	AUX
fis-4538	338	47	crucial	crucial	ADJ
fis-4538	338	48	for	for	ADP
fis-4538	338	49	sustainable	sustainable	ADJ
fis-4538	338	50	manufacturing	manufacturing	NOUN
fis-4538	338	51	.	.	PUNCT
fis-4538	339	1	it	it	PRON
fis-4538	339	2	affects	affect	VERB
fis-4538	339	3	product	product	NOUN
fis-4538	339	4	quality	quality	NOUN
fis-4538	339	5	,	,	PUNCT
fis-4538	339	6	and	and	CCONJ
fis-4538	339	7	replacing	replace	VERB
fis-4538	339	8	tools	tool	NOUN
fis-4538	339	9	before	before	SCONJ
fis-4538	339	10	their	their	PRON
fis-4538	339	11	tool	tool	NOUN
fis-4538	339	12	life	life	NOUN
fis-4538	339	13	significantly	significantly	ADV
fis-4538	339	14	impacts	impact	VERB
fis-4538	339	15	the	the	DET
fis-4538	339	16	machining	machining	NOUN
fis-4538	339	17	economy	economy	NOUN
fis-4538	339	18	.	.	PUNCT
fis-4538	340	1	accurate	accurate	ADJ
fis-4538	340	2	evaluation	evaluation	NOUN
fis-4538	340	3	of	of	ADP
fis-4538	340	4	flank	flank	NOUN
fis-4538	340	5	wear	wear	NOUN
fis-4538	340	6	allows	allow	VERB
fis-4538	340	7	manufacturers	manufacturer	NOUN
fis-4538	340	8	to	to	PART
fis-4538	340	9	replace	replace	VERB
fis-4538	340	10	tools	tool	NOUN
fis-4538	340	11	at	at	ADP
fis-4538	340	12	the	the	DET
fis-4538	340	13	optimal	optimal	ADJ
fis-4538	340	14	time	time	NOUN
fis-4538	340	15	,	,	PUNCT
fis-4538	340	16	maximize	maximize	VERB
fis-4538	340	17	tool	tool	NOUN
fis-4538	340	18	life	life	NOUN
fis-4538	340	19	,	,	PUNCT
fis-4538	340	20	and	and	CCONJ
fis-4538	340	21	minimize	minimize	VERB
fis-4538	340	22	production	production	NOUN
fis-4538	340	23	downtime	downtime	NOUN
fis-4538	340	24	.	.	PUNCT
fis-4538	341	1	this	this	DET
fis-4538	341	2	proactive	proactive	ADJ
fis-4538	341	3	maintenance	maintenance	NOUN
fis-4538	341	4	planning	planning	NOUN
fis-4538	341	5	reduces	reduce	VERB
fis-4538	341	6	the	the	DET
fis-4538	341	7	risk	risk	NOUN
fis-4538	341	8	of	of	ADP
fis-4538	341	9	sudden	sudden	ADJ
fis-4538	341	10	tool	tool	NOUN
fis-4538	341	11	failure	failure	NOUN
fis-4538	341	12	and	and	CCONJ
fis-4538	341	13	potential	potential	ADJ
fis-4538	341	14	workpiece	workpiece	NOUN
fis-4538	341	15	damage	damage	NOUN
fis-4538	341	16	.	.	PUNCT
fis-4538	342	1	with	with	ADP
fis-4538	342	2	this	this	DET
fis-4538	342	3	perspective	perspective	NOUN
fis-4538	342	4	,	,	PUNCT
fis-4538	342	5	the	the	DET
fis-4538	342	6	study	study	NOUN
fis-4538	342	7	constructed	construct	VERB
fis-4538	342	8	ann	ann	PROPN
fis-4538	342	9	and	and	CCONJ
fis-4538	342	10	empirical	empirical	ADJ
fis-4538	342	11	flank	flank	NOUN
fis-4538	342	12	wear	wear	NOUN
fis-4538	342	13	growth	growth	NOUN
fis-4538	342	14	models	model	NOUN
fis-4538	342	15	while	while	SCONJ
fis-4538	342	16	turning	turn	VERB
fis-4538	342	17	aisi	aisi	PROPN
fis-4538	342	18	304	304	NUM
fis-4538	342	19	stainless	stainless	ADJ
fis-4538	342	20	steel	steel	NOUN
fis-4538	342	21	with	with	ADP
fis-4538	342	22	mtcvd	mtcvd	NOUN
fis-4538	342	23	-	-	PUNCT
fis-4538	342	24	ticn	ticn	NOUN
fis-4538	342	25	/	/	SYM
fis-4538	342	26	al2o3	al2o3	PROPN
fis-4538	342	27	coated	coat	VERB
fis-4538	342	28	carbide	carbide	NOUN
fis-4538	342	29	tools	tool	NOUN
fis-4538	342	30	.	.	PUNCT
fis-4538	343	1	the	the	DET
fis-4538	343	2	study	study	NOUN
fis-4538	343	3	provides	provide	VERB
fis-4538	343	4	several	several	ADJ
fis-4538	343	5	possible	possible	ADJ
fis-4538	343	6	conclusions	conclusion	NOUN
fis-4538	343	7	.	.	PUNCT
fis-4538	344	1			PUNCT
fis-4538	344	2	the	the	DET
fis-4538	344	3	flank	flank	NOUN
fis-4538	344	4	wear	wear	NOUN
fis-4538	344	5	increased	increase	VERB
fis-4538	344	6	noticeably	noticeably	ADV
fis-4538	344	7	with	with	ADP
fis-4538	344	8	the	the	DET
fis-4538	344	9	cutting	cut	VERB
fis-4538	344	10	speed	speed	NOUN
fis-4538	344	11	and	and	CCONJ
fis-4538	344	12	machining	machining	NOUN
fis-4538	344	13	time	time	NOUN
fis-4538	344	14	.	.	PUNCT
fis-4538	345	1	empirical	empirical	ADJ
fis-4538	345	2	models	model	NOUN
fis-4538	345	3	developed	develop	VERB
fis-4538	345	4	also	also	ADV
fis-4538	345	5	revealed	reveal	VERB
fis-4538	345	6	that	that	SCONJ
fis-4538	345	7	cutting	cut	VERB
fis-4538	345	8	speed	speed	NOUN
fis-4538	345	9	,	,	PUNCT
fis-4538	345	10	followed	follow	VERB
fis-4538	345	11	by	by	ADP
fis-4538	345	12	machining	machining	NOUN
fis-4538	345	13	time	time	NOUN
fis-4538	345	14	,	,	PUNCT
fis-4538	345	15	was	be	AUX
fis-4538	345	16	the	the	DET
fis-4538	345	17	most	most	ADV
fis-4538	345	18	influential	influential	ADJ
fis-4538	345	19	factor	factor	NOUN
fis-4538	345	20	in	in	ADP
fis-4538	345	21	flank	flank	NOUN
fis-4538	345	22	wear	wear	NOUN
fis-4538	345	23	.	.	PUNCT
fis-4538	346	1			NOUN
fis-4538	346	2	adhesion	adhesion	NOUN
fis-4538	346	3	and	and	CCONJ
fis-4538	346	4	pitting	pitting	NOUN
fis-4538	346	5	on	on	ADP
fis-4538	346	6	the	the	DET
fis-4538	346	7	substrate	substrate	NOUN
fis-4538	346	8	were	be	AUX
fis-4538	346	9	observed	observe	VERB
fis-4538	346	10	as	as	ADP
fis-4538	346	11	prime	prime	ADJ
fis-4538	346	12	wear	wear	NOUN
fis-4538	346	13	mechanisms	mechanism	NOUN
fis-4538	346	14	.	.	PUNCT
fis-4538	347	1	when	when	SCONJ
fis-4538	347	2	cutting	cut	VERB
fis-4538	347	3	was	be	AUX
fis-4538	347	4	continued	continue	VERB
fis-4538	347	5	while	while	SCONJ
fis-4538	347	6	using	use	VERB
fis-4538	347	7	a	a	DET
fis-4538	347	8	dull	dull	ADJ
fis-4538	347	9	(	(	PUNCT
fis-4538	347	10	fractured	fractured	ADJ
fis-4538	347	11	or	or	CCONJ
fis-4538	347	12	severely	severely	ADV
fis-4538	347	13	damaged	damage	VERB
fis-4538	347	14	)	)	PUNCT
fis-4538	347	15	cutting	cut	VERB
fis-4538	347	16	edge	edge	NOUN
fis-4538	347	17	,	,	PUNCT
fis-4538	347	18	it	it	PRON
fis-4538	347	19	was	be	AUX
fis-4538	347	20	found	find	VERB
fis-4538	347	21	that	that	SCONJ
fis-4538	347	22	the	the	DET
fis-4538	347	23	cutting	cutting	NOUN
fis-4538	347	24	edge	edge	NOUN
fis-4538	347	25	underwent	underwent	ADJ
fis-4538	347	26	plastic	plastic	ADJ
fis-4538	347	27	deformation	deformation	NOUN
fis-4538	347	28	because	because	SCONJ
fis-4538	347	29	of	of	ADP
fis-4538	347	30	the	the	DET
fis-4538	347	31	rise	rise	NOUN
fis-4538	347	32	in	in	ADP
fis-4538	347	33	loads	load	NOUN
fis-4538	347	34	and	and	CCONJ
fis-4538	347	35	cutting	cut	VERB
fis-4538	347	36	temperature	temperature	NOUN
fis-4538	347	37	.	.	PUNCT
fis-4538	348	1			X
fis-4538	349	1	at	at	ADP
fis-4538	349	2	higher	high	ADJ
fis-4538	349	3	cutting	cutting	NOUN
fis-4538	349	4	speeds	speed	NOUN
fis-4538	349	5	,	,	PUNCT
fis-4538	349	6	the	the	DET
fis-4538	349	7	tool	tool	NOUN
fis-4538	349	8	failed	fail	VERB
fis-4538	349	9	because	because	SCONJ
fis-4538	349	10	the	the	DET
fis-4538	349	11	coating	coating	NOUN
fis-4538	349	12	layers	layer	NOUN
fis-4538	349	13	peeled	peel	VERB
fis-4538	349	14	off	off	ADP
fis-4538	349	15	due	due	ADP
fis-4538	349	16	to	to	ADP
fis-4538	349	17	the	the	DET
fis-4538	349	18	fast	fast	ADV
fis-4538	349	19	-	-	PUNCT
fis-4538	349	20	moving	move	VERB
fis-4538	349	21	chips	chip	NOUN
fis-4538	349	22	breaking	break	VERB
fis-4538	349	23	the	the	DET
fis-4538	349	24	attached	attached	ADJ
fis-4538	349	25	metal	metal	NOUN
fis-4538	349	26	,	,	PUNCT
fis-4538	349	27	causing	cause	VERB
fis-4538	349	28	an	an	DET
fis-4538	349	29	abrupt	abrupt	ADJ
fis-4538	349	30	fracture	fracture	NOUN
fis-4538	349	31	.	.	PUNCT
fis-4538	350	1	regular	regular	ADJ
fis-4538	350	2	tool	tool	NOUN
fis-4538	350	3	inspections	inspection	NOUN
fis-4538	350	4	could	could	AUX
fis-4538	350	5	address	address	VERB
fis-4538	350	6	potential	potential	ADJ
fis-4538	350	7	issues	issue	NOUN
fis-4538	350	8	before	before	SCONJ
fis-4538	350	9	they	they	PRON
fis-4538	350	10	cause	cause	VERB
fis-4538	350	11	abrupt	abrupt	ADJ
fis-4538	350	12	fractures	fracture	NOUN
fis-4538	350	13	by	by	ADP
fis-4538	350	14	identifying	identify	VERB
fis-4538	350	15	signs	sign	NOUN
fis-4538	350	16	of	of	ADP
fis-4538	350	17	wear	wear	NOUN
fis-4538	350	18	or	or	CCONJ
fis-4538	350	19	damage	damage	NOUN
fis-4538	350	20	.	.	PUNCT
fis-4538	351	1			NOUN
fis-4538	351	2	in	in	ADP
fis-4538	351	3	the	the	DET
fis-4538	351	4	developed	developed	ADJ
fis-4538	351	5	ann	ann	PROPN
fis-4538	351	6	model	model	NOUN
fis-4538	351	7	,	,	PUNCT
fis-4538	351	8	regression	regression	NOUN
fis-4538	351	9	coefficient	coefficient	NOUN
fis-4538	351	10	values	value	NOUN
fis-4538	351	11	obtained	obtain	VERB
fis-4538	351	12	close	close	ADV
fis-4538	351	13	to	to	ADP
fis-4538	351	14	one	one	NUM
fis-4538	351	15	for	for	ADP
fis-4538	351	16	training	training	NOUN
fis-4538	351	17	,	,	PUNCT
fis-4538	351	18	validation	validation	NOUN
fis-4538	351	19	,	,	PUNCT
fis-4538	351	20	and	and	CCONJ
fis-4538	351	21	testing	testing	NOUN
fis-4538	351	22	,	,	PUNCT
fis-4538	351	23	and	and	CCONJ
fis-4538	351	24	the	the	DET
fis-4538	351	25	entire	entire	ADJ
fis-4538	351	26	data	datum	NOUN
fis-4538	351	27	set	set	VERB
fis-4538	351	28	demonstrates	demonstrate	VERB
fis-4538	351	29	that	that	SCONJ
fis-4538	351	30	the	the	DET
fis-4538	351	31	developed	develop	VERB
fis-4538	351	32	neural	neural	ADJ
fis-4538	351	33	network	network	NOUN
fis-4538	351	34	model	model	NOUN
fis-4538	351	35	could	could	AUX
fis-4538	351	36	be	be	AUX
fis-4538	351	37	accurately	accurately	ADV
fis-4538	351	38	applied	apply	VERB
fis-4538	351	39	to	to	PART
fis-4538	351	40	forecast	forecast	VERB
fis-4538	351	41	flank	flank	NOUN
fis-4538	351	42	wear	wear	NOUN
fis-4538	351	43	growth	growth	NOUN
fis-4538	351	44	of	of	ADP
fis-4538	351	45	mtcvd	mtcvd	NOUN
fis-4538	351	46	-	-	PUNCT
fis-4538	351	47	ticn	ticn	NOUN
fis-4538	351	48	/	/	SYM
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fis-4538	351	51	tools	tool	NOUN
fis-4538	351	52	when	when	SCONJ
fis-4538	351	53	turning	turn	VERB
fis-4538	351	54	aisi	aisi	PROPN
fis-4538	351	55	304	304	NUM
fis-4538	351	56	stainless	stainless	ADJ
fis-4538	351	57	steel	steel	NOUN
fis-4538	351	58	.	.	PUNCT
fis-4538	352	1			PUNCT
fis-4538	353	1	the	the	DET
fis-4538	353	2	predicted	predict	VERB
fis-4538	353	3	results	result	NOUN
fis-4538	353	4	by	by	ADP
fis-4538	353	5	ann	ann	PROPN
fis-4538	353	6	models	model	NOUN
fis-4538	353	7	were	be	AUX
fis-4538	353	8	in	in	ADP
fis-4538	353	9	better	well	ADJ
fis-4538	353	10	agreement	agreement	NOUN
fis-4538	353	11	with	with	ADP
fis-4538	353	12	the	the	DET
fis-4538	353	13	experimental	experimental	ADJ
fis-4538	353	14	values	value	NOUN
fis-4538	353	15	than	than	ADP
fis-4538	353	16	the	the	DET
fis-4538	353	17	empirical	empirical	ADJ
fis-4538	353	18	model	model	NOUN
fis-4538	353	19	.	.	PUNCT
fis-4538	354	1	the	the	DET
fis-4538	354	2	average	average	ADJ
fis-4538	354	3	prediction	prediction	NOUN
fis-4538	354	4	error	error	NOUN
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fis-4538	354	6	6.5	6.5	NUM
fis-4538	354	7	%	%	NOUN
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fis-4538	354	9	9.3	9.3	NUM
fis-4538	354	10	%	%	NOUN
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fis-4538	354	12	observed	observe	VERB
fis-4538	354	13	for	for	ADP
fis-4538	354	14	ann	ann	PROPN
fis-4538	354	15	and	and	CCONJ
fis-4538	354	16	empirical	empirical	ADJ
fis-4538	354	17	models	model	NOUN
fis-4538	354	18	,	,	PUNCT
fis-4538	354	19	respectively	respectively	ADV
fis-4538	354	20	.	.	PUNCT
fis-4538	355	1			PUNCT
fis-4538	356	1	the	the	DET
fis-4538	356	2	tool	tool	NOUN
fis-4538	356	3	wear	wear	VERB
fis-4538	356	4	criterion	criterion	NOUN
fis-4538	356	5	of	of	ADP
fis-4538	356	6	0.2	0.2	NUM
fis-4538	356	7	mm	mm	NOUN
fis-4538	356	8	has	have	AUX
fis-4538	356	9	been	be	AUX
fis-4538	356	10	found	find	VERB
fis-4538	356	11	to	to	PART
fis-4538	356	12	be	be	AUX
fis-4538	356	13	more	more	ADV
fis-4538	356	14	realistic	realistic	ADJ
fis-4538	356	15	for	for	ADP
fis-4538	356	16	achieving	achieve	VERB
fis-4538	356	17	superior	superior	ADJ
fis-4538	356	18	dimensional	dimensional	ADJ
fis-4538	356	19	accuracy	accuracy	NOUN
fis-4538	356	20	and	and	CCONJ
fis-4538	356	21	surface	surface	NOUN
fis-4538	356	22	quality	quality	NOUN
fis-4538	356	23	while	while	SCONJ
fis-4538	356	24	machining	machine	VERB
fis-4538	356	25	aisi	aisi	PROPN
fis-4538	356	26	304	304	NUM
fis-4538	356	27	stainless	stainless	ADJ
fis-4538	356	28	steel	steel	NOUN
fis-4538	356	29	using	use	VERB
fis-4538	356	30	selected	select	VERB
fis-4538	356	31	tools	tool	NOUN
fis-4538	356	32	,	,	PUNCT
fis-4538	356	33	as	as	SCONJ
fis-4538	356	34	prolonged	prolong	VERB
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fis-4538	356	36	causes	cause	VERB
fis-4538	356	37	metal	metal	NOUN
fis-4538	356	38	adhesion	adhesion	NOUN
fis-4538	356	39	and	and	CCONJ
fis-4538	356	40	dislodgement	dislodgement	NOUN
fis-4538	356	41	,	,	PUNCT
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fis-4538	356	43	damage	damage	NOUN
fis-4538	356	44	to	to	ADP
fis-4538	356	45	tool	tool	NOUN
fis-4538	356	46	faces	face	NOUN
fis-4538	356	47	,	,	PUNCT
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fis-4538	356	49	faces	face	NOUN
fis-4538	356	50	,	,	PUNCT
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fis-4538	356	53	,	,	PUNCT
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fis-4538	356	55	tool	tool	NOUN
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fis-4538	356	57	,	,	PUNCT
fis-4538	356	58	lifespan	lifespan	NOUN
fis-4538	356	59	,	,	PUNCT
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fis-4538	357	3	1	1	NUM
fis-4538	357	4	]	]	X
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fis-4538	357	13	(	(	PUNCT
fis-4538	357	14	2010	2010	NUM
fis-4538	357	15	)	)	PUNCT
fis-4538	357	16	.	.	PUNCT
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fis-4538	374	4	.	.	PUNCT
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fis-4538	378	10	.	.	PUNCT
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fis-4538	404	5	)	)	PUNCT
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fis-4538	406	3	]	]	PUNCT
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fis-4538	434	9	,	,	PUNCT
fis-4538	434	10	s.k	s.k	PROPN
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fis-4538	434	14	.	.	PUNCT
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fis-4538	435	5	wear	wear	NOUN
fis-4538	435	6	progression	progression	NOUN
fis-4538	435	7	of	of	ADP
fis-4538	435	8	coated	coated	ADJ
fis-4538	435	9	carbide	carbide	NOUN
fis-4538	435	10	tool	tool	NOUN
fis-4538	435	11	in	in	ADP
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fis-4538	436	2	.	.	PUNCT
fis-4538	437	1	j.	j.	PROPN
fis-4538	437	2	adv	adv	PROPN
fis-4538	437	3	.	.	PUNCT
fis-4538	438	1	manuf	manuf	PROPN
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fis-4538	439	5	,	,	PUNCT
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fis-4538	439	8	1201	1201	NUM
fis-4538	439	9	.	.	PUNCT
fis-4538	440	1	doi	doi	NOUN
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fis-4538	440	8	-	-	PUNCT
fis-4538	440	9	6285	6285	NUM
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fis-4538	440	11	6	6	NUM
fis-4538	440	12	.	.	PUNCT
fis-4538	441	1	[	[	X
fis-4538	441	2	14	14	NUM
fis-4538	441	3	]	]	X
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fis-4538	441	5	,	,	PUNCT
fis-4538	441	6	t.	t.	PROPN
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fis-4538	441	9	,	,	PUNCT
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fis-4538	441	11	.	.	PROPN
fis-4538	441	12	,	,	PUNCT
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fis-4538	441	14	,	,	PUNCT
fis-4538	441	15	m.	m.	NOUN
fis-4538	441	16	and	and	CCONJ
fis-4538	441	17	bhatti	bhatti	PROPN
fis-4538	441	18	,	,	PUNCT
fis-4538	441	19	m.s	m.s	PROPN
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fis-4538	441	23	.	.	PUNCT
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fis-4538	442	2	-	-	ADJ
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fis-4538	443	2	.	.	PUNCT
fis-4538	444	1	model	model	PROPN
fis-4538	444	2	.	.	PUNCT
fis-4538	445	1	mater	mater	NOUN
fis-4538	445	2	.	.	PUNCT
fis-4538	445	3	struct	struct	NOUN
fis-4538	445	4	.	.	PUNCT
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fis-4538	445	7	)	)	PUNCT
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fis-4538	445	10	-	-	SYM
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fis-4538	445	12	.	.	PUNCT
fis-4538	446	1	doi	doi	NOUN
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fis-4538	446	4	/	/	SYM
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fis-4538	446	6	-	-	PUNCT
fis-4538	446	7	2018	2018	NUM
fis-4538	446	8	-	-	PUNCT
fis-4538	446	9	0139	0139	NUM
fis-4538	446	10	.	.	PUNCT
fis-4538	447	1	[	[	X
fis-4538	447	2	15	15	NUM
fis-4538	447	3	]	]	X
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fis-4538	447	5	,	,	PUNCT
fis-4538	447	6	s.s	s.s	PROPN
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fis-4538	447	8	,	,	PUNCT
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fis-4538	447	15	,	,	PUNCT
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fis-4538	447	17	and	and	CCONJ
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fis-4538	447	19	,	,	PUNCT
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fis-4538	447	23	.	.	PUNCT
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fis-4538	448	2	of	of	ADP
fis-4538	448	3	cutting	cut	VERB
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fis-4538	448	6	dry	dry	ADJ
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fis-4538	448	9	aisi	aisi	PROPN
fis-4538	448	10	304	304	NUM
fis-4538	448	11	stainless	stainless	ADJ
fis-4538	448	12	steel	steel	NOUN
fis-4538	448	13	.	.	PUNCT
fis-4538	449	1	mater	mater	NOUN
fis-4538	449	2	.	.	PUNCT
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fis-4538	450	8	-	-	SYM
fis-4538	450	9	2180	2180	NUM
fis-4538	450	10	.	.	PUNCT
fis-4538	451	1	doi	doi	NOUN
fis-4538	451	2	:	:	PUNCT
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fis-4538	452	3	]	]	X
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fis-4538	452	6	n.a	n.a	PROPN
fis-4538	452	7	.	.	PROPN
fis-4538	452	8	,	,	PUNCT
fis-4538	452	9	karadag	karadag	PROPN
fis-4538	452	10	,	,	PUNCT
fis-4538	452	11	m.i̇.	m.i̇.	NOUN
fis-4538	452	12	and	and	CCONJ
fis-4538	452	13	özbek	özbek	NOUN
fis-4538	452	14	,	,	PUNCT
fis-4538	452	15	o.	o.	PROPN
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fis-4538	452	17	2020	2020	NUM
fis-4538	452	18	.	.	PUNCT
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fis-4538	453	2	of	of	ADP
fis-4538	453	3	flank	flank	NOUN
fis-4538	453	4	wear	wear	NOUN
fis-4538	453	5	and	and	CCONJ
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fis-4538	453	7	roughness	roughness	NOUN
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fis-4538	453	10	of	of	ADP
fis-4538	453	11	aisi	aisi	PROPN
fis-4538	453	12	304	304	NUM
fis-4538	453	13	stainless	stainless	ADJ
fis-4538	453	14	steel	steel	NOUN
fis-4538	453	15	using	use	VERB
fis-4538	453	16	the	the	DET
fis-4538	453	17	taguchi	taguchi	PROPN
fis-4538	453	18	method	method	NOUN
fis-4538	453	19	.	.	PUNCT
fis-4538	454	1	mater	mater	NOUN
fis-4538	454	2	.	.	PUNCT
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fis-4538	454	4	.	.	PUNCT
fis-4538	454	5	,	,	PUNCT
fis-4538	454	6	62(9	62(9	NUM
fis-4538	454	7	)	)	PUNCT
fis-4538	454	8	,	,	PUNCT
fis-4538	454	9	pp.957	pp.957	NOUN
fis-4538	454	10	-	-	PUNCT
fis-4538	454	11	961	961	NUM
fis-4538	454	12	.	.	PUNCT
fis-4538	455	1	doi	doi	NOUN
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fis-4538	456	1	<	<	X
fis-4538	456	2	<	<	X
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fis-4538	456	4	false	false	ADJ
fis-4538	456	5	/allowtransparency	/allowtransparency	NOUN
fis-4538	456	6	false	false	ADJ
fis-4538	456	7	/autopositionepsfiles	/autopositionepsfile	NOUN
fis-4538	456	8	true	true	ADJ
fis-4538	456	9	/autorotatepages	/autorotatepage	NOUN
fis-4538	456	10	/none	/none	PUNCT
fis-4538	456	11	/binding	/binding	PUNCT
fis-4538	456	12	/left	/left	ADJ
fis-4538	457	1	/calgrayprofile	/calgrayprofile	VERB
fis-4538	457	2	(	(	PUNCT
fis-4538	457	3	dot	dot	NOUN
fis-4538	457	4	gain	gain	NOUN
fis-4538	457	5	20	20	NUM
fis-4538	457	6	%	%	NOUN
fis-4538	457	7	)	)	PUNCT
fis-4538	457	8	/calrgbprofile	/calrgbprofile	PUNCT
fis-4538	458	1	(	(	PUNCT
fis-4538	458	2	srgb	srgb	PROPN
fis-4538	458	3	iec61966	iec61966	NOUN
fis-4538	458	4	-	-	PUNCT
fis-4538	458	5	2.1	2.1	NUM
fis-4538	458	6	)	)	PUNCT
fis-4538	458	7	/calcmykprofile	/calcmykprofile	PUNCT
fis-4538	459	1	(	(	PUNCT
fis-4538	459	2	u.s	u.s	PROPN
fis-4538	459	3	.	.	PROPN
fis-4538	459	4	web	web	NOUN
fis-4538	459	5	coated	coat	VERB
fis-4538	459	6	\050swop\051	\050swop\051	ADJ
fis-4538	459	7	v2	v2	NOUN
fis-4538	459	8	)	)	PUNCT
fis-4538	459	9	/srgbprofile	/srgbprofile	PUNCT
fis-4538	459	10	(	(	PUNCT
fis-4538	459	11	srgb	srgb	PROPN
fis-4538	459	12	iec61966	iec61966	NOUN
fis-4538	459	13	-	-	PUNCT
fis-4538	459	14	2.1	2.1	NUM
fis-4538	459	15	)	)	PUNCT
fis-4538	459	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
fis-4538	460	1	/error	/error	INTJ
fis-4538	460	2	/compatibilitylevel	/compatibilitylevel	NOUN
fis-4538	461	1	1.4	1.4	NUM
fis-4538	461	2	/compressobjects	/compressobject	NOUN
fis-4538	461	3	/tags	/tag	VERB
fis-4538	461	4	/compresspages	/compresspage	NOUN
fis-4538	461	5	true	true	ADJ
fis-4538	461	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
fis-4538	461	7	true	true	ADJ
fis-4538	461	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
fis-4538	461	9	true	true	ADJ
fis-4538	461	10	/createjobticket	/createjobticket	NOUN
fis-4538	461	11	false	false	ADJ
fis-4538	461	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
fis-4538	461	13	/default	/default	PUNCT
fis-4538	461	14	/detectblends	/detectblend	NOUN
fis-4538	461	15	true	true	ADJ
fis-4538	461	16	/detectcurves	/detectcurve	VERB
fis-4538	462	1	0.0000	0.0000	NUM
fis-4538	462	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
fis-4538	462	3	/cmyk	/cmyk	PUNCT
fis-4538	463	1	/dothumbnails	/dothumbnail	VERB
fis-4538	464	1	false	false	ADJ
fis-4538	464	2	/embedallfonts	/embedallfont	NOUN
fis-4538	464	3	true	true	ADJ
fis-4538	464	4	/embedopentype	/embedopentype	PUNCT
fis-4538	464	5	false	false	ADJ
fis-4538	464	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
fis-4538	464	7	true	true	ADJ
fis-4538	464	8	/embedjoboptions	/embedjoboption	NOUN
fis-4538	464	9	true	true	ADJ
fis-4538	464	10	/dscreportinglevel	/dscreportinglevel	NOUN
fis-4538	464	11	0	0	NUM
fis-4538	464	12	/emitdscwarnings	/emitdscwarning	NOUN
fis-4538	464	13	false	false	ADJ
fis-4538	464	14	/endpage	/endpage	NOUN
fis-4538	464	15	-1	-1	NOUN
fis-4538	464	16	/imagememory	/imagememory	NUM
fis-4538	464	17	1048576	1048576	NUM
fis-4538	464	18	/lockdistillerparams	/lockdistillerparams	NOUN
fis-4538	464	19	false	false	ADJ
fis-4538	464	20	/maxsubsetpct	/maxsubsetpct	ADJ
fis-4538	464	21	100	100	NUM
fis-4538	464	22	/optimize	/optimize	NOUN
fis-4538	464	23	true	true	ADJ
fis-4538	464	24	/opm	/opm	NOUN
fis-4538	464	25	1	1	NUM
fis-4538	464	26	/parsedsccomments	/parsedsccomment	NOUN
fis-4538	464	27	true	true	ADJ
fis-4538	464	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
fis-4538	464	29	true	true	ADJ
fis-4538	464	30	/preservecopypage	/preservecopypage	NOUN
fis-4538	464	31	true	true	ADJ
fis-4538	464	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
fis-4538	464	33	true	true	ADJ
fis-4538	464	34	/preserveepsinfo	/preserveepsinfo	NOUN
fis-4538	464	35	true	true	ADJ
fis-4538	464	36	/preserveflatness	/preserveflatness	NOUN
fis-4538	464	37	true	true	ADJ
fis-4538	464	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
fis-4538	464	39	false	false	ADJ
fis-4538	464	40	/preserveopicomments	/preserveopicomment	NOUN
fis-4538	464	41	true	true	ADJ
fis-4538	464	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
fis-4538	464	43	true	true	ADJ
fis-4538	464	44	/startpage	/startpage	NOUN
fis-4538	464	45	1	1	NUM
fis-4538	464	46	/subsetfonts	/subsetfont	NOUN
fis-4538	464	47	true	true	ADJ
fis-4538	464	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
fis-4538	464	49	/apply	/apply	PUNCT
fis-4538	464	50	/ucrandbginfo	/ucrandbginfo	PUNCT
fis-4538	465	1	/preserve	/preserve	NOUN
fis-4538	465	2	/useprologue	/useprologue	NOUN
fis-4538	465	3	false	false	ADJ
fis-4538	465	4	/colorsettingsfile	/colorsettingsfile	NOUN
fis-4538	465	5	(	(	PUNCT
fis-4538	465	6	)	)	PUNCT
fis-4538	465	7	/alwaysembed	/alwaysembe	VERB
fis-4538	465	8	[	[	PUNCT
fis-4538	465	9	true	true	ADJ
fis-4538	465	10	]	]	PUNCT
fis-4538	465	11	/neverembed	/neverembed	PUNCT
fis-4538	466	1	[	[	PUNCT
fis-4538	466	2	true	true	ADJ
fis-4538	466	3	]	]	PUNCT
fis-4538	466	4	/antialiascolorimages	/antialiascolorimages	X
fis-4538	466	5	false	false	ADJ
fis-4538	466	6	/cropcolorimages	/cropcolorimages	PUNCT
fis-4538	466	7	true	true	ADJ
fis-4538	466	8	/colorimageminresolution	/colorimageminresolution	PUNCT
fis-4538	466	9	300	300	NUM
fis-4538	466	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
fis-4538	466	11	/ok	/ok	ADJ
fis-4538	467	1	/downsamplecolorimages	/downsamplecolorimage	VERB
fis-4538	468	1	true	true	ADJ
fis-4538	468	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
fis-4538	468	3	/bicubic	/bicubic	NOUN
fis-4538	468	4	/colorimageresolution	/colorimageresolution	NOUN
fis-4538	469	1	300	300	NUM
fis-4538	469	2	/colorimagedepth	/colorimagedepth	PRON
fis-4538	469	3	-1	-1	INTJ
fis-4538	469	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
fis-4538	469	5	1	1	NUM
fis-4538	469	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
fis-4538	469	7	1.50000	1.50000	NUM
fis-4538	469	8	/encodecolorimages	/encodecolorimage	NOUN
fis-4538	469	9	true	true	ADJ
fis-4538	469	10	/colorimagefilter	/colorimagefilter	PUNCT
fis-4538	469	11	/dctencode	/dctencode	PUNCT
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fis-4538	470	2	true	true	ADJ
fis-4538	470	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
fis-4538	470	4	/jpeg	/jpeg	PUNCT
fis-4538	470	5	/coloracsimagedict	/coloracsimagedict	PUNCT
fis-4538	471	1	<	<	X
fis-4538	471	2	<	<	X
fis-4538	471	3	/qfactor	/qfactor	NOUN
fis-4538	471	4	0.15	0.15	NUM
fis-4538	471	5	/hsamples	/hsample	NOUN
fis-4538	472	1	[	[	X
fis-4538	472	2	1	1	NUM
fis-4538	472	3	1	1	NUM
fis-4538	472	4	1	1	NUM
fis-4538	472	5	1	1	NUM
fis-4538	472	6	]	]	PUNCT
fis-4538	472	7	/vsamples	/vsample	NOUN
fis-4538	473	1	[	[	X
fis-4538	473	2	1	1	NUM
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fis-4538	482	6	]	]	PUNCT
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fis-4538	501	2	>	>	X
fis-4538	501	3	/deu	/deu	PUNCT
fis-4538	501	4	<	<	X
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fis-4538	501	6	>	>	X
fis-4538	501	7	/esp	/esp	PUNCT
fis-4538	501	8	<	<	X
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fis-4538	501	10	>	>	X
fis-4538	501	11	/eti	/eti	X
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fis-4538	502	3	>	>	X
fis-4538	502	4	/fra	/fra	PUNCT
fis-4538	503	1	<	<	X
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fis-4538	503	3	>	>	X
fis-4538	503	4	/gre	/gre	PUNCT
fis-4538	503	5	<	<	X
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fis-4538	503	7	>	>	X
fis-4538	503	8	/heb	/heb	X
fis-4538	503	9	<	<	X
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fis-4538	503	11	>	>	X
fis-4538	503	12	/hrv	/hrv	PROPN
fis-4538	504	1	(	(	PUNCT
fis-4538	504	2	za	za	PROPN
fis-4538	504	3	stvaranje	stvaranje	PROPN
fis-4538	504	4	adobe	adobe	PROPN
fis-4538	504	5	pdf	pdf	PROPN
fis-4538	504	6	dokumenata	dokumenata	PROPN
fis-4538	504	7	najpogodnijih	najpogodnijih	PROPN
fis-4538	504	8	za	za	PROPN
fis-4538	504	9	visokokvalitetni	visokokvalitetni	VERB
fis-4538	504	10	ispis	ispis	ADJ
fis-4538	504	11	prije	prije	NOUN
fis-4538	504	12	tiskanja	tiskanja	PROPN
fis-4538	504	13	koristite	koristite	PROPN
fis-4538	504	14	ove	ove	NOUN
fis-4538	504	15	postavke	postavke	NOUN
fis-4538	504	16	.	.	PUNCT
fis-4538	505	1	stvoreni	stvoreni	ADJ
fis-4538	505	2	pdf	pdf	NOUN
fis-4538	505	3	dokumenti	dokumenti	PROPN
fis-4538	505	4	mogu	mogu	PROPN
fis-4538	505	5	se	se	X
fis-4538	505	6	otvoriti	otvoriti	PROPN
fis-4538	505	7	acrobat	acrobat	PROPN
fis-4538	506	1	i	i	PRON
fis-4538	506	2	adobe	adobe	PROPN
fis-4538	506	3	reader	reader	PROPN
fis-4538	506	4	5.0	5.0	NUM
fis-4538	506	5	i	i	PRON
fis-4538	506	6	kasnijim	kasnijim	VERB
fis-4538	506	7	verzijama	verzijama	NOUN
fis-4538	506	8	.	.	PUNCT
fis-4538	506	9	)	)	PUNCT
fis-4538	507	1	/hun	/hun	PUNCT
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fis-4538	508	3	>	>	X
fis-4538	508	4	/ita	/ita	PUNCT
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fis-4538	513	3	>	>	X
fis-4538	513	4	/nld	/nld	PUNCT
fis-4538	514	1	(	(	PUNCT
fis-4538	514	2	gebruik	gebruik	NOUN
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fis-4538	520	4	/sve	/sve	PROPN
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fis-4538	520	8	/tur	/tur	X
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fis-4538	520	16	/enu	/enu	PUNCT
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fis-4538	520	22	create	create	VERB
fis-4538	520	23	adobe	adobe	PROPN
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fis-4538	520	29	high	high	ADJ
fis-4538	520	30	-	-	PUNCT
fis-4538	520	31	quality	quality	NOUN
fis-4538	520	32	prepress	prepress	NOUN
fis-4538	520	33	printing	printing	NOUN
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fis-4538	521	1	created	create	VERB
fis-4538	521	2	pdf	pdf	NOUN
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fis-4538	521	4	can	can	AUX
fis-4538	521	5	be	be	AUX
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fis-4538	521	7	with	with	ADP
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fis-4538	521	9	and	and	CCONJ
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fis-4538	521	13	and	and	CCONJ
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fis-4538	523	10	)	)	PUNCT
fis-4538	523	11	]	]	PUNCT
fis-4538	524	1	/othernamespaces	/othernamespace	VERB
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fis-4538	524	5	/asreaderspreads	/asreaderspreads	X
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fis-4538	524	8	true	true	ADJ
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fis-4538	525	4	/includeguidesgrids	/includeguidesgrid	NOUN
fis-4538	525	5	false	false	ADJ
fis-4538	525	6	/includenonprinting	/includenonprinting	NOUN
fis-4538	525	7	false	false	ADJ
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fis-4538	525	9	false	false	ADJ
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fis-4538	526	12	/omitplacedbitmaps	/omitplacedbitmaps	PUNCT
fis-4538	527	1	false	false	ADJ
fis-4538	527	2	/omitplacedeps	/omitplacedeps	INTJ
fis-4538	527	3	false	false	ADJ
fis-4538	527	4	/omitplacedpdf	/omitplacedpdf	PUNCT
fis-4538	527	5	false	false	ADJ
fis-4538	527	6	/simulateoverprint	/simulateoverprint	NOUN
fis-4538	527	7	/legacy	/legacy	PUNCT
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fis-4538	528	2	>	>	X
fis-4538	529	1	<	<	X
fis-4538	529	2	<	<	X
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fis-4538	529	4	false	false	ADJ
fis-4538	529	5	/addcolorbars	/addcolorbars	INTJ
fis-4538	529	6	false	false	ADJ
fis-4538	529	7	/addcropmarks	/addcropmarks	PUNCT
fis-4538	529	8	false	false	ADJ
fis-4538	529	9	/addpageinfo	/addpageinfo	INTJ
fis-4538	529	10	false	false	ADJ
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fis-4538	529	12	false	false	ADJ
fis-4538	529	13	/convertcolors	/convertcolor	NOUN
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fis-4538	530	4	/mediumresolution	/mediumresolution	NOUN
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fis-4538	531	3	false	false	ADJ
fis-4538	531	4	/includebookmarks	/includebookmark	NOUN
fis-4538	531	5	false	false	ADJ
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fis-4538	531	7	false	false	ADJ
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fis-4538	531	9	false	false	ADJ
fis-4538	531	10	/includelayers	/includelayer	NOUN
fis-4538	531	11	false	false	ADJ
fis-4538	531	12	/includeprofiles	/includeprofiles	INTJ
fis-4538	531	13	false	false	ADJ
fis-4538	531	14	/multimediahandling	/multimediahandling	NOUN
fis-4538	532	1	/useobjectsettings	/useobjectsettings	PRON
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fis-4538	535	1	/pdfxoutputintentprofileselector	/pdfxoutputintentprofileselector	INTJ
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fis-4538	536	7	/usedocumentbleed	/usedocumentbleed	NOUN
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