id	sid	tid	token	lemma	pos
cana-3672	1	1	communications	communication	NOUN
cana-3672	1	2	on	on	ADP
cana-3672	1	3	applied	apply	VERB
cana-3672	1	4	nonlinear	nonlinear	ADJ
cana-3672	1	5	analysis	analysis	NOUN
cana-3672	1	6	issn	issn	NOUN
cana-3672	1	7	:	:	PUNCT
cana-3672	1	8	1074	1074	NUM
cana-3672	1	9	-	-	PUNCT
cana-3672	1	10	133x	133x	NUM
cana-3672	1	11	vol	vol	NOUN
cana-3672	1	12	32	32	NUM
cana-3672	1	13	no	no	NOUN
cana-3672	1	14	.	.	PUNCT
cana-3672	2	1	8s	8s	PROPN
cana-3672	2	2	(	(	PUNCT
cana-3672	2	3	2025	2025	NUM
cana-3672	2	4	)	)	PUNCT
cana-3672	2	5	302	302	NUM
cana-3672	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3672	2	7	machine	machine	NOUN
cana-3672	2	8	learning	learn	VERB
cana-3672	2	9	approach	approach	NOUN
cana-3672	2	10	for	for	ADP
cana-3672	2	11	optimal	optimal	ADJ
cana-3672	2	12	parameter	parameter	NOUN
cana-3672	2	13	estimation	estimation	NOUN
cana-3672	2	14	in	in	ADP
cana-3672	2	15	vibratory	vibratory	ADJ
cana-3672	2	16	welding	welding	NOUN
cana-3672	2	17	dr	dr	PROPN
cana-3672	2	18	rashmi	rashmi	PROPN
cana-3672	2	19	dwivedi	dwivedi	PROPN
cana-3672	2	20	1	1	NUM
cana-3672	2	21	,	,	PUNCT
cana-3672	2	22	k	k	PROPN
cana-3672	2	23	.	.	PUNCT
cana-3672	3	1	ch	ch	PROPN
cana-3672	3	2	sekhar	sekhar	PROPN
cana-3672	3	3	1*,2	1*,2	PROPN
cana-3672	3	4	,	,	PUNCT
cana-3672	3	5	dr	dr	PROPN
cana-3672	3	6	.	.	PROPN
cana-3672	3	7	v.v	v.v	PROPN
cana-3672	3	8	.	.	PROPN
cana-3672	3	9	rama	rama	PROPN
cana-3672	4	1	reddy2	reddy2	PROPN
cana-3672	4	2	1	1	NUM
cana-3672	4	3	,	,	PUNCT
cana-3672	4	4	department	department	NOUN
cana-3672	4	5	of	of	ADP
cana-3672	4	6	mechanical	mechanical	ADJ
cana-3672	4	7	engineering	engineering	NOUN
cana-3672	4	8	,	,	PUNCT
cana-3672	4	9	school	school	NOUN
cana-3672	4	10	of	of	ADP
cana-3672	4	11	engineering	engineering	NOUN
cana-3672	4	12	,	,	PUNCT
cana-3672	4	13	sri	sri	PROPN
cana-3672	4	14	satya	satya	PROPN
cana-3672	4	15	sai	sai	PROPN
cana-3672	4	16	university	university	PROPN
cana-3672	4	17	of	of	ADP
cana-3672	4	18	technology	technology	PROPN
cana-3672	4	19	&	&	CCONJ
cana-3672	4	20	medical	medical	ADJ
cana-3672	4	21	sciences	sciences	PROPN
cana-3672	4	22	,	,	PUNCT
cana-3672	4	23	sehore	sehore	ADV
cana-3672	4	24	,	,	PUNCT
cana-3672	4	25	m.p	m.p	PROPN
cana-3672	4	26	.	.	PROPN
cana-3672	4	27	,	,	PUNCT
cana-3672	4	28	india	india	PROPN
cana-3672	4	29	.	.	PROPN
cana-3672	4	30	2	2	NUM
cana-3672	4	31	department	department	NOUN
cana-3672	4	32	of	of	ADP
cana-3672	4	33	mechanical	mechanical	ADJ
cana-3672	4	34	engineering	engineering	NOUN
cana-3672	4	35	,	,	PUNCT
cana-3672	4	36	lendi	lendi	PROPN
cana-3672	4	37	institute	institute	PROPN
cana-3672	4	38	of	of	ADP
cana-3672	4	39	engineering	engineering	NOUN
cana-3672	4	40	and	and	CCONJ
cana-3672	4	41	technology	technology	NOUN
cana-3672	4	42	,	,	PUNCT
cana-3672	4	43	vizianagaram	vizianagaram	PROPN
cana-3672	4	44	,	,	PUNCT
cana-3672	4	45	andhra	andhra	PROPN
cana-3672	4	46	pradesh	pradesh	PROPN
cana-3672	4	47	,	,	PUNCT
cana-3672	4	48	india	india	PROPN
cana-3672	4	49	.	.	PUNCT
cana-3672	5	1	*	*	PUNCT
cana-3672	5	2	corresponding	correspond	VERB
cana-3672	5	3	author	author	NOUN
cana-3672	5	4	:	:	PUNCT
cana-3672	5	5	sekhar.lendi@gmail.com	sekhar.lendi@gmail.com	X
cana-3672	5	6	article	article	NOUN
cana-3672	5	7	history	history	NOUN
cana-3672	5	8	:	:	PUNCT
cana-3672	5	9	received	receive	VERB
cana-3672	5	10	:	:	PUNCT
cana-3672	5	11	26	26	NUM
cana-3672	5	12	-	-	SYM
cana-3672	5	13	10	10	NUM
cana-3672	5	14	-	-	PUNCT
cana-3672	5	15	2024	2024	NUM
cana-3672	5	16	revised:25	revised:25	NOUN
cana-3672	5	17	-	-	SYM
cana-3672	5	18	11	11	NUM
cana-3672	5	19	-	-	PUNCT
cana-3672	5	20	2024	2024	NUM
cana-3672	5	21	accepted:27	accepted:27	PROPN
cana-3672	5	22	-	-	PUNCT
cana-3672	5	23	12	12	NUM
cana-3672	5	24	-	-	PUNCT
cana-3672	5	25	2024	2024	NUM
cana-3672	5	26	abstract	abstract	NOUN
cana-3672	5	27	:	:	PUNCT
cana-3672	5	28	vibratory	vibratory	ADJ
cana-3672	5	29	treatment	treatment	NOUN
cana-3672	5	30	during	during	ADP
cana-3672	5	31	welding	welding	NOUN
cana-3672	5	32	process	process	NOUN
cana-3672	5	33	is	be	AUX
cana-3672	5	34	proved	prove	VERB
cana-3672	5	35	to	to	PART
cana-3672	5	36	reduce	reduce	VERB
cana-3672	5	37	residual	residual	ADJ
cana-3672	5	38	stresses	stress	NOUN
cana-3672	5	39	in	in	ADP
cana-3672	5	40	the	the	DET
cana-3672	5	41	weld	weld	NOUN
cana-3672	5	42	joint	joint	NOUN
cana-3672	5	43	and	and	CCONJ
cana-3672	5	44	improve	improve	VERB
cana-3672	5	45	mechanical	mechanical	ADJ
cana-3672	5	46	properties	property	NOUN
cana-3672	5	47	.	.	PUNCT
cana-3672	6	1	but	but	CCONJ
cana-3672	6	2	optimal	optimal	ADJ
cana-3672	6	3	setting	setting	NOUN
cana-3672	6	4	of	of	ADP
cana-3672	6	5	vibration	vibration	NOUN
cana-3672	6	6	parameters	parameter	NOUN
cana-3672	6	7	such	such	ADJ
cana-3672	6	8	as	as	ADP
cana-3672	6	9	frequency	frequency	NOUN
cana-3672	6	10	,	,	PUNCT
cana-3672	6	11	amplitude	amplitude	NOUN
cana-3672	6	12	and	and	CCONJ
cana-3672	6	13	time	time	NOUN
cana-3672	6	14	is	be	AUX
cana-3672	6	15	essential	essential	ADJ
cana-3672	6	16	to	to	PART
cana-3672	6	17	obtain	obtain	VERB
cana-3672	6	18	maximum	maximum	ADJ
cana-3672	6	19	improvement	improvement	NOUN
cana-3672	6	20	strength	strength	NOUN
cana-3672	6	21	of	of	ADP
cana-3672	6	22	the	the	DET
cana-3672	6	23	joint	joint	NOUN
cana-3672	6	24	.	.	PUNCT
cana-3672	7	1	identification	identification	NOUN
cana-3672	7	2	of	of	ADP
cana-3672	7	3	such	such	ADJ
cana-3672	7	4	optimal	optimal	ADJ
cana-3672	7	5	parameter	parameter	NOUN
cana-3672	7	6	set	set	VERB
cana-3672	7	7	through	through	ADP
cana-3672	7	8	series	series	NOUN
cana-3672	7	9	of	of	ADP
cana-3672	7	10	experimentation	experimentation	NOUN
cana-3672	7	11	is	be	AUX
cana-3672	7	12	very	very	ADV
cana-3672	7	13	critical	critical	ADJ
cana-3672	7	14	due	due	ADJ
cana-3672	7	15	to	to	ADP
cana-3672	7	16	severe	severe	ADJ
cana-3672	7	17	consumption	consumption	NOUN
cana-3672	7	18	of	of	ADP
cana-3672	7	19	resources	resource	NOUN
cana-3672	7	20	.	.	PUNCT
cana-3672	8	1	the	the	DET
cana-3672	8	2	research	research	NOUN
cana-3672	8	3	is	be	AUX
cana-3672	8	4	aimed	aim	VERB
cana-3672	8	5	to	to	PART
cana-3672	8	6	identify	identify	VERB
cana-3672	8	7	optimal	optimal	ADJ
cana-3672	8	8	setting	setting	NOUN
cana-3672	8	9	of	of	ADP
cana-3672	8	10	parameters	parameter	NOUN
cana-3672	8	11	through	through	ADP
cana-3672	8	12	machine	machine	NOUN
cana-3672	8	13	learning	learn	VERB
cana-3672	8	14	approach	approach	NOUN
cana-3672	8	15	for	for	ADP
cana-3672	8	16	the	the	DET
cana-3672	8	17	welding	welding	NOUN
cana-3672	8	18	of	of	ADP
cana-3672	8	19	ss304	ss304	PROPN
cana-3672	8	20	in	in	ADP
cana-3672	8	21	the	the	DET
cana-3672	8	22	gas	gas	NOUN
cana-3672	8	23	metal	metal	NOUN
cana-3672	8	24	arc	arc	NOUN
cana-3672	8	25	welding	welding	NOUN
cana-3672	8	26	(	(	PUNCT
cana-3672	8	27	gmaw	gmaw	NOUN
cana-3672	8	28	)	)	PUNCT
cana-3672	8	29	process	process	NOUN
cana-3672	8	30	.	.	PUNCT
cana-3672	9	1	supervised	supervised	ADJ
cana-3672	9	2	learning	learning	NOUN
cana-3672	9	3	is	be	AUX
cana-3672	9	4	preferred	prefer	VERB
cana-3672	9	5	to	to	PART
cana-3672	9	6	run	run	VERB
cana-3672	9	7	in	in	ADP
cana-3672	9	8	the	the	DET
cana-3672	9	9	convolution	convolution	NOUN
cana-3672	9	10	neural	neural	ADJ
cana-3672	9	11	networks	network	NOUN
cana-3672	9	12	(	(	PUNCT
cana-3672	9	13	cnn	cnn	PROPN
cana-3672	9	14	)	)	PUNCT
cana-3672	9	15	by	by	ADP
cana-3672	9	16	feeding	feed	VERB
cana-3672	9	17	the	the	DET
cana-3672	9	18	algorithm	algorithm	NOUN
cana-3672	9	19	with	with	ADP
cana-3672	9	20	essential	essential	ADJ
cana-3672	9	21	data	datum	NOUN
cana-3672	9	22	about	about	ADP
cana-3672	9	23	the	the	DET
cana-3672	9	24	mechanical	mechanical	ADJ
cana-3672	9	25	properties	property	NOUN
cana-3672	9	26	.	.	PUNCT
cana-3672	10	1	the	the	DET
cana-3672	10	2	response	response	NOUN
cana-3672	10	3	is	be	AUX
cana-3672	10	4	observed	observe	VERB
cana-3672	10	5	for	for	ADP
cana-3672	10	6	varying	vary	VERB
cana-3672	10	7	the	the	DET
cana-3672	10	8	frequency	frequency	NOUN
cana-3672	10	9	of	of	ADP
cana-3672	10	10	workpiece	workpiece	NOUN
cana-3672	10	11	,	,	PUNCT
cana-3672	10	12	electrode	electrode	NOUN
cana-3672	10	13	at	at	ADP
cana-3672	10	14	different	different	ADJ
cana-3672	10	15	voltages	voltage	NOUN
cana-3672	10	16	as	as	ADP
cana-3672	10	17	the	the	DET
cana-3672	10	18	time	time	NOUN
cana-3672	10	19	kept	keep	VERB
cana-3672	10	20	constant	constant	ADJ
cana-3672	10	21	and	and	CCONJ
cana-3672	10	22	amplitude	amplitude	NOUN
cana-3672	10	23	found	find	VERB
cana-3672	10	24	with	with	ADP
cana-3672	10	25	adverse	adverse	ADJ
cana-3672	10	26	-	-	PUNCT
cana-3672	10	27	affect	affect	VERB
cana-3672	10	28	over	over	ADP
cana-3672	10	29	weld	weld	NOUN
cana-3672	10	30	strength	strength	NOUN
cana-3672	10	31	.	.	PUNCT
cana-3672	11	1	the	the	DET
cana-3672	11	2	observed	observed	ADJ
cana-3672	11	3	readings	reading	NOUN
cana-3672	11	4	are	be	AUX
cana-3672	11	5	tested	test	VERB
cana-3672	11	6	through	through	ADP
cana-3672	11	7	experimental	experimental	ADJ
cana-3672	11	8	investigation	investigation	NOUN
cana-3672	11	9	and	and	CCONJ
cana-3672	11	10	confirmed	confirm	VERB
cana-3672	11	11	the	the	DET
cana-3672	11	12	response	response	NOUN
cana-3672	11	13	in	in	ADP
cana-3672	11	14	mechanical	mechanical	ADJ
cana-3672	11	15	properties	property	NOUN
cana-3672	11	16	such	such	ADJ
cana-3672	11	17	as	as	ADP
cana-3672	11	18	tensile	tensile	NOUN
cana-3672	11	19	strength	strength	NOUN
cana-3672	11	20	and	and	CCONJ
cana-3672	11	21	hardness	hardness	NOUN
cana-3672	11	22	are	be	AUX
cana-3672	11	23	obtained	obtain	VERB
cana-3672	11	24	within	within	ADP
cana-3672	11	25	the	the	DET
cana-3672	11	26	acceptable	acceptable	ADJ
cana-3672	11	27	range	range	NOUN
cana-3672	11	28	of	of	ADP
cana-3672	11	29	deviation	deviation	NOUN
cana-3672	11	30	.	.	PUNCT
cana-3672	12	1	microstructural	microstructural	ADJ
cana-3672	12	2	characterization	characterization	NOUN
cana-3672	12	3	is	be	AUX
cana-3672	12	4	performed	perform	VERB
cana-3672	12	5	to	to	PART
cana-3672	12	6	record	record	VERB
cana-3672	12	7	the	the	DET
cana-3672	12	8	evidence	evidence	NOUN
cana-3672	12	9	over	over	ADP
cana-3672	12	10	the	the	DET
cana-3672	12	11	grain	grain	NOUN
cana-3672	12	12	refinement	refinement	NOUN
cana-3672	12	13	to	to	PART
cana-3672	12	14	support	support	VERB
cana-3672	12	15	the	the	DET
cana-3672	12	16	maximum	maximum	ADJ
cana-3672	12	17	enhancement	enhancement	NOUN
cana-3672	12	18	in	in	ADP
cana-3672	12	19	mechanical	mechanical	ADJ
cana-3672	12	20	properties	property	NOUN
cana-3672	12	21	of	of	ADP
cana-3672	12	22	weld	weld	NOUN
cana-3672	12	23	joint	joint	NOUN
cana-3672	12	24	.	.	PUNCT
cana-3672	13	1	keywords	keyword	NOUN
cana-3672	13	2	:	:	PUNCT
cana-3672	13	3	machine	machine	NOUN
cana-3672	13	4	learning	learning	NOUN
cana-3672	13	5	,	,	PUNCT
cana-3672	13	6	gas	gas	NOUN
cana-3672	13	7	metal	metal	NOUN
cana-3672	13	8	arc	arc	NOUN
cana-3672	13	9	welding	welding	NOUN
cana-3672	13	10	,	,	PUNCT
cana-3672	13	11	convolutional	convolutional	ADJ
cana-3672	13	12	neural	neural	ADJ
cana-3672	13	13	networks	network	NOUN
cana-3672	13	14	,	,	PUNCT
cana-3672	13	15	vibratory	vibratory	NOUN
cana-3672	13	16	welding	welding	NOUN
cana-3672	13	17	,	,	PUNCT
cana-3672	13	18	tensile	tensile	NOUN
cana-3672	13	19	strength	strength	NOUN
cana-3672	13	20	abbreviations	abbreviation	NOUN
cana-3672	13	21	:	:	PUNCT
cana-3672	13	22	gmaw	gmaw	PROPN
cana-3672	13	23	gas	gas	NOUN
cana-3672	13	24	metal	metal	NOUN
cana-3672	13	25	arc	arc	NOUN
cana-3672	13	26	welding	weld	VERB
cana-3672	13	27	cnn	cnn	PROPN
cana-3672	13	28	convolution	convolution	NOUN
cana-3672	13	29	neural	neural	ADJ
cana-3672	13	30	networks	network	NOUN
cana-3672	13	31	ml	ml	ADP
cana-3672	13	32	machine	machine	NOUN
cana-3672	13	33	learning	learn	VERB
cana-3672	13	34	sem	sem	NOUN
cana-3672	13	35	scanning	scan	VERB
cana-3672	13	36	electron	electron	NOUN
cana-3672	13	37	microscopy	microscopy	NOUN
cana-3672	13	38	rfr	rfr	PROPN
cana-3672	13	39	random	random	PROPN
cana-3672	13	40	forest	forest	NOUN
cana-3672	13	41	regression	regression	NOUN
cana-3672	13	42	1	1	NUM
cana-3672	13	43	.	.	PUNCT
cana-3672	14	1	introduction	introduction	NOUN
cana-3672	14	2	:	:	PUNCT
cana-3672	14	3	global	global	ADJ
cana-3672	14	4	demand	demand	NOUN
cana-3672	14	5	to	to	PART
cana-3672	14	6	produce	produce	VERB
cana-3672	14	7	sophisticated	sophisticated	ADJ
cana-3672	14	8	products	product	NOUN
cana-3672	14	9	and	and	CCONJ
cana-3672	14	10	high	high	ADJ
cana-3672	14	11	-	-	PUNCT
cana-3672	14	12	end	end	NOUN
cana-3672	14	13	equipment	equipment	NOUN
cana-3672	14	14	brought	bring	VERB
cana-3672	14	15	various	various	ADJ
cana-3672	14	16	advancements	advancement	NOUN
cana-3672	14	17	,	,	PUNCT
cana-3672	14	18	upgradations	upgradation	NOUN
cana-3672	14	19	in	in	ADP
cana-3672	14	20	the	the	DET
cana-3672	14	21	manufacturing	manufacturing	NOUN
cana-3672	14	22	sector	sector	NOUN
cana-3672	14	23	.	.	PUNCT
cana-3672	15	1	vibratory	vibratory	ADJ
cana-3672	15	2	treatment	treatment	NOUN
cana-3672	15	3	is	be	AUX
cana-3672	15	4	one	one	NUM
cana-3672	15	5	of	of	ADP
cana-3672	15	6	such	such	ADJ
cana-3672	15	7	improvements	improvement	NOUN
cana-3672	15	8	which	which	PRON
cana-3672	15	9	applied	apply	VERB
cana-3672	15	10	on	on	ADP
cana-3672	15	11	the	the	DET
cana-3672	15	12	welding	welding	NOUN
cana-3672	15	13	process	process	NOUN
cana-3672	15	14	to	to	PART
cana-3672	15	15	improve	improve	VERB
cana-3672	15	16	the	the	DET
cana-3672	15	17	strength	strength	NOUN
cana-3672	15	18	of	of	ADP
cana-3672	15	19	the	the	DET
cana-3672	15	20	joint	joint	NOUN
cana-3672	15	21	by	by	ADP
cana-3672	15	22	removing	remove	VERB
cana-3672	15	23	residual	residual	ADJ
cana-3672	15	24	stresses	stress	NOUN
cana-3672	15	25	[	[	X
cana-3672	15	26	1	1	NUM
cana-3672	15	27	]	]	PUNCT
cana-3672	15	28	.	.	PUNCT
cana-3672	16	1	it	it	PRON
cana-3672	16	2	is	be	AUX
cana-3672	16	3	proven	prove	VERB
cana-3672	16	4	that	that	SCONJ
cana-3672	16	5	the	the	DET
cana-3672	16	6	vibratory	vibratory	ADJ
cana-3672	16	7	treatment	treatment	NOUN
cana-3672	16	8	can	can	AUX
cana-3672	16	9	provide	provide	VERB
cana-3672	16	10	effective	effective	ADJ
cana-3672	16	11	channel	channel	NOUN
cana-3672	16	12	to	to	PART
cana-3672	16	13	evacuate	evacuate	VERB
cana-3672	16	14	communications	communication	NOUN
cana-3672	16	15	on	on	ADP
cana-3672	16	16	applied	apply	VERB
cana-3672	16	17	nonlinear	nonlinear	ADJ
cana-3672	16	18	analysis	analysis	NOUN
cana-3672	16	19	issn	issn	NOUN
cana-3672	16	20	:	:	PUNCT
cana-3672	16	21	1074	1074	NUM
cana-3672	16	22	-	-	PUNCT
cana-3672	16	23	133x	133x	NUM
cana-3672	16	24	vol	vol	NOUN
cana-3672	16	25	32	32	NUM
cana-3672	16	26	no	no	NOUN
cana-3672	16	27	.	.	PUNCT
cana-3672	17	1	8s	8s	PROPN
cana-3672	17	2	(	(	PUNCT
cana-3672	17	3	2025	2025	NUM
cana-3672	17	4	)	)	PUNCT
cana-3672	17	5	303	303	NUM
cana-3672	17	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3672	17	7	excessive	excessive	ADJ
cana-3672	17	8	heat	heat	NOUN
cana-3672	17	9	and	and	CCONJ
cana-3672	17	10	air	air	NOUN
cana-3672	17	11	traps	trap	NOUN
cana-3672	17	12	which	which	PRON
cana-3672	17	13	usually	usually	ADV
cana-3672	17	14	deteriorates	deteriorate	VERB
cana-3672	17	15	the	the	DET
cana-3672	17	16	weld	weld	NOUN
cana-3672	17	17	strength	strength	NOUN
cana-3672	17	18	.	.	PUNCT
cana-3672	18	1	but	but	CCONJ
cana-3672	18	2	,	,	PUNCT
cana-3672	18	3	proper	proper	ADJ
cana-3672	18	4	setting	setting	NOUN
cana-3672	18	5	of	of	ADP
cana-3672	18	6	various	various	ADJ
cana-3672	18	7	welding	welding	NOUN
cana-3672	18	8	parameters	parameter	NOUN
cana-3672	18	9	such	such	ADJ
cana-3672	18	10	as	as	ADP
cana-3672	18	11	amplitude	amplitude	NOUN
cana-3672	18	12	,	,	PUNCT
cana-3672	18	13	frequency	frequency	NOUN
cana-3672	18	14	and	and	CCONJ
cana-3672	18	15	time	time	NOUN
cana-3672	18	16	to	to	PART
cana-3672	18	17	achieve	achieve	VERB
cana-3672	18	18	maximum	maximum	ADJ
cana-3672	18	19	enhancement	enhancement	NOUN
cana-3672	18	20	in	in	ADP
cana-3672	18	21	the	the	DET
cana-3672	18	22	mechanical	mechanical	ADJ
cana-3672	18	23	properties	property	NOUN
cana-3672	18	24	of	of	ADP
cana-3672	18	25	the	the	DET
cana-3672	18	26	welded	weld	VERB
cana-3672	18	27	joint	joint	NOUN
cana-3672	19	1	[	[	X
cana-3672	19	2	2	2	NUM
cana-3672	19	3	]	]	PUNCT
cana-3672	19	4	.	.	PUNCT
cana-3672	20	1	machine	machine	NOUN
cana-3672	20	2	learning	learning	NOUN
cana-3672	20	3	(	(	PUNCT
cana-3672	20	4	ml	ml	NOUN
cana-3672	20	5	)	)	PUNCT
cana-3672	20	6	is	be	AUX
cana-3672	20	7	most	most	ADV
cana-3672	20	8	effective	effective	ADJ
cana-3672	20	9	artificial	artificial	ADJ
cana-3672	20	10	intelligence	intelligence	NOUN
cana-3672	20	11	method	method	NOUN
cana-3672	20	12	which	which	PRON
cana-3672	20	13	used	use	VERB
cana-3672	20	14	to	to	PART
cana-3672	20	15	solve	solve	VERB
cana-3672	20	16	multi	multi	ADJ
cana-3672	20	17	-	-	ADJ
cana-3672	20	18	objective	objective	ADJ
cana-3672	20	19	optimization	optimization	NOUN
cana-3672	20	20	problems	problem	NOUN
cana-3672	20	21	in	in	ADP
cana-3672	20	22	different	different	ADJ
cana-3672	20	23	manufacturing	manufacturing	NOUN
cana-3672	20	24	operations	operation	NOUN
cana-3672	20	25	[	[	X
cana-3672	20	26	3	3	NUM
cana-3672	20	27	]	]	PUNCT
cana-3672	20	28	.	.	PUNCT
cana-3672	21	1	balachandar	balachandar	PROPN
cana-3672	21	2	and	and	CCONJ
cana-3672	21	3	jagadeesh	jagadeesh	PROPN
cana-3672	21	4	aran	aran	PROPN
cana-3672	21	5	et	et	PROPN
cana-3672	21	6	al	al	PROPN
cana-3672	21	7	.	.	PROPN
cana-3672	21	8	applied	apply	VERB
cana-3672	21	9	machine	machine	NOUN
cana-3672	21	10	learning	learn	VERB
cana-3672	21	11	approach	approach	NOUN
cana-3672	21	12	for	for	ADP
cana-3672	21	13	improving	improve	VERB
cana-3672	21	14	the	the	DET
cana-3672	21	15	welding	welding	NOUN
cana-3672	21	16	strength	strength	NOUN
cana-3672	21	17	in	in	ADP
cana-3672	21	18	the	the	DET
cana-3672	21	19	friction	friction	NOUN
cana-3672	21	20	stir	stir	NOUN
cana-3672	21	21	welding	weld	VERB
cana-3672	21	22	to	to	ADP
cana-3672	21	23	the	the	DET
cana-3672	21	24	various	various	ADJ
cana-3672	21	25	commercial	commercial	ADJ
cana-3672	21	26	applications	application	NOUN
cana-3672	21	27	and	and	CCONJ
cana-3672	21	28	stated	state	VERB
cana-3672	21	29	that	that	SCONJ
cana-3672	21	30	the	the	DET
cana-3672	21	31	random	random	ADJ
cana-3672	21	32	forest	forest	NOUN
cana-3672	21	33	given	give	VERB
cana-3672	21	34	best	good	ADJ
cana-3672	21	35	weld	weld	NOUN
cana-3672	21	36	parameter	parameter	NOUN
cana-3672	21	37	set	set	NOUN
cana-3672	21	38	compared	compare	VERB
cana-3672	21	39	to	to	ADP
cana-3672	21	40	other	other	ADJ
cana-3672	21	41	ml	ml	NOUN
cana-3672	21	42	algorithms	algorithm	NOUN
cana-3672	21	43	namely	namely	ADV
cana-3672	21	44	hoeffeding	hoeffede	VERB
cana-3672	21	45	,	,	PUNCT
cana-3672	21	46	logistic	logistic	ADJ
cana-3672	21	47	model	model	NOUN
cana-3672	21	48	tree	tree	NOUN
cana-3672	21	49	,	,	PUNCT
cana-3672	21	50	decision	decision	NOUN
cana-3672	21	51	tree	tree	NOUN
cana-3672	22	1	[	[	X
cana-3672	22	2	4	4	NUM
cana-3672	22	3	]	]	PUNCT
cana-3672	22	4	.	.	PUNCT
cana-3672	23	1	mongan	mongan	PROPN
cana-3672	23	2	et	et	PROPN
cana-3672	23	3	al	al	PROPN
cana-3672	23	4	.	.	PROPN
cana-3672	23	5	applied	apply	VERB
cana-3672	23	6	hybrid	hybrid	NOUN
cana-3672	23	7	ml	ml	NOUN
cana-3672	23	8	approach	approach	NOUN
cana-3672	23	9	to	to	PART
cana-3672	23	10	predict	predict	VERB
cana-3672	23	11	the	the	DET
cana-3672	23	12	quality	quality	NOUN
cana-3672	23	13	of	of	ADP
cana-3672	23	14	the	the	DET
cana-3672	23	15	lap	lap	NOUN
cana-3672	23	16	joint	joint	NOUN
cana-3672	23	17	produced	produce	VERB
cana-3672	23	18	between	between	ADP
cana-3672	23	19	al5754	al5754	PROPN
cana-3672	23	20	plates	plate	NOUN
cana-3672	23	21	through	through	ADP
cana-3672	23	22	the	the	DET
cana-3672	23	23	ultrasonic	ultrasonic	ADJ
cana-3672	23	24	metal	metal	NOUN
cana-3672	23	25	welding	welding	NOUN
cana-3672	23	26	process	process	NOUN
cana-3672	23	27	.	.	PUNCT
cana-3672	24	1	it	it	PRON
cana-3672	24	2	is	be	AUX
cana-3672	24	3	observed	observe	VERB
cana-3672	24	4	that	that	SCONJ
cana-3672	24	5	the	the	DET
cana-3672	24	6	error	error	NOUN
cana-3672	24	7	of	of	ADP
cana-3672	24	8	prediction	prediction	NOUN
cana-3672	24	9	is	be	AUX
cana-3672	24	10	reduced	reduce	VERB
cana-3672	24	11	from	from	ADP
cana-3672	24	12	13.17	13.17	NUM
cana-3672	24	13	to	to	PART
cana-3672	24	14	7.51	7.51	NUM
cana-3672	24	15	%	%	NOUN
cana-3672	24	16	than	than	ADP
cana-3672	24	17	the	the	DET
cana-3672	24	18	other	other	ADJ
cana-3672	24	19	statistical	statistical	ADJ
cana-3672	24	20	techniques	technique	NOUN
cana-3672	24	21	and	and	CCONJ
cana-3672	24	22	observed	observe	VERB
cana-3672	24	23	that	that	SCONJ
cana-3672	24	24	the	the	DET
cana-3672	24	25	surface	surface	NOUN
cana-3672	24	26	cracks	crack	NOUN
cana-3672	24	27	is	be	AUX
cana-3672	24	28	forming	form	VERB
cana-3672	24	29	due	due	ADP
cana-3672	24	30	to	to	ADP
cana-3672	24	31	excess	excess	ADJ
cana-3672	24	32	amount	amount	NOUN
cana-3672	24	33	of	of	ADP
cana-3672	24	34	plastic	plastic	ADJ
cana-3672	24	35	strain	strain	NOUN
cana-3672	24	36	with	with	ADP
cana-3672	24	37	the	the	DET
cana-3672	24	38	excessive	excessive	ADJ
cana-3672	24	39	clamping	clamping	NOUN
cana-3672	24	40	pressure	pressure	NOUN
cana-3672	25	1	[	[	X
cana-3672	25	2	5	5	NUM
cana-3672	25	3	]	]	PUNCT
cana-3672	25	4	.	.	PUNCT
cana-3672	26	1	vidal	vidal	PROPN
cana-3672	26	2	et	et	PROPN
cana-3672	26	3	al	al	PROPN
cana-3672	26	4	.	.	PROPN
cana-3672	26	5	performed	perform	VERB
cana-3672	26	6	regression	regression	NOUN
cana-3672	26	7	analysis	analysis	NOUN
cana-3672	26	8	through	through	ADP
cana-3672	26	9	ml	ml	NOUN
cana-3672	26	10	approach	approach	VERB
cana-3672	26	11	and	and	CCONJ
cana-3672	26	12	attained	attain	VERB
cana-3672	26	13	the	the	DET
cana-3672	26	14	microhardness	microhardness	NOUN
cana-3672	26	15	with	with	ADP
cana-3672	26	16	the	the	DET
cana-3672	26	17	accuracy	accuracy	NOUN
cana-3672	26	18	of	of	ADP
cana-3672	26	19	+	+	NOUN
cana-3672	26	20	3	3	NUM
cana-3672	26	21	%	%	NOUN
cana-3672	26	22	in	in	ADP
cana-3672	26	23	the	the	DET
cana-3672	26	24	laser	laser	NOUN
cana-3672	26	25	welding	welding	NOUN
cana-3672	26	26	of	of	ADP
cana-3672	26	27	a36	a36	NOUN
cana-3672	26	28	steel	steel	NOUN
cana-3672	26	29	sheets	sheet	NOUN
cana-3672	26	30	.	.	PUNCT
cana-3672	27	1	it	it	PRON
cana-3672	27	2	is	be	AUX
cana-3672	27	3	observed	observe	VERB
cana-3672	27	4	that	that	SCONJ
cana-3672	27	5	the	the	DET
cana-3672	27	6	amplitude	amplitude	NOUN
cana-3672	27	7	of	of	ADP
cana-3672	27	8	0.56	0.56	NUM
cana-3672	27	9	mm	mm	NOUN
cana-3672	27	10	and	and	CCONJ
cana-3672	27	11	frequency	frequency	NOUN
cana-3672	27	12	of	of	ADP
cana-3672	27	13	workpiece	workpiece	NOUN
cana-3672	27	14	at	at	ADP
cana-3672	27	15	1034	1034	NUM
cana-3672	27	16	hz	hz	VERB
cana-3672	27	17	can	can	AUX
cana-3672	27	18	bring	bring	VERB
cana-3672	27	19	the	the	DET
cana-3672	27	20	maximum	maximum	ADJ
cana-3672	27	21	enhancement	enhancement	NOUN
cana-3672	27	22	in	in	ADP
cana-3672	27	23	the	the	DET
cana-3672	27	24	hardness	hardness	NOUN
cana-3672	27	25	of	of	ADP
cana-3672	27	26	the	the	DET
cana-3672	27	27	weld	weld	NOUN
cana-3672	27	28	joint	joint	NOUN
cana-3672	28	1	[	[	X
cana-3672	28	2	6	6	NUM
cana-3672	28	3	]	]	PUNCT
cana-3672	28	4	.	.	PUNCT
cana-3672	29	1	das	das	PROPN
cana-3672	29	2	et	et	PROPN
cana-3672	29	3	al	al	PROPN
cana-3672	29	4	.	.	PROPN
cana-3672	29	5	applied	apply	VERB
cana-3672	29	6	various	various	ADJ
cana-3672	29	7	ml	ml	NOUN
cana-3672	29	8	algorithms	algorithm	NOUN
cana-3672	29	9	such	such	ADJ
cana-3672	29	10	as	as	ADP
cana-3672	29	11	random	random	ADJ
cana-3672	29	12	forest	forest	NOUN
cana-3672	29	13	,	,	PUNCT
cana-3672	29	14	reduced	reduce	VERB
cana-3672	29	15	error	error	NOUN
cana-3672	29	16	pruning	prune	VERB
cana-3672	29	17	tree	tree	NOUN
cana-3672	29	18	,	,	PUNCT
cana-3672	29	19	support	support	VERB
cana-3672	29	20	vector	vector	NOUN
cana-3672	29	21	regression	regression	NOUN
cana-3672	29	22	,	,	PUNCT
cana-3672	29	23	multi	multi	ADJ
cana-3672	29	24	-	-	ADJ
cana-3672	29	25	layer	layer	ADJ
cana-3672	29	26	perceptron	perceptron	PROPN
cana-3672	29	27	etc	etc	X
cana-3672	29	28	.	.	X
cana-3672	29	29	to	to	PART
cana-3672	29	30	estimate	estimate	VERB
cana-3672	29	31	the	the	DET
cana-3672	29	32	residual	residual	ADJ
cana-3672	29	33	stresses	stress	NOUN
cana-3672	29	34	formation	formation	NOUN
cana-3672	29	35	in	in	ADP
cana-3672	29	36	the	the	DET
cana-3672	29	37	ss304	ss304	PROPN
cana-3672	29	38	during	during	ADP
cana-3672	29	39	electron	electron	NOUN
cana-3672	29	40	beam	beam	NOUN
cana-3672	29	41	welding	weld	VERB
cana-3672	29	42	through	through	ADP
cana-3672	29	43	vibratory	vibratory	ADJ
cana-3672	29	44	treatment	treatment	NOUN
cana-3672	29	45	and	and	CCONJ
cana-3672	29	46	the	the	DET
cana-3672	29	47	obtained	obtain	VERB
cana-3672	29	48	results	result	NOUN
cana-3672	29	49	are	be	AUX
cana-3672	29	50	validated	validate	VERB
cana-3672	29	51	through	through	ADP
cana-3672	29	52	the	the	DET
cana-3672	29	53	x	x	NOUN
cana-3672	29	54	-	-	NOUN
cana-3672	29	55	ray	ray	NOUN
cana-3672	29	56	diffraction	diffraction	NOUN
cana-3672	29	57	technique	technique	NOUN
cana-3672	29	58	(	(	PUNCT
cana-3672	29	59	xrd	xrd	NOUN
cana-3672	29	60	)	)	PUNCT
cana-3672	30	1	[	[	X
cana-3672	30	2	7	7	NUM
cana-3672	30	3	]	]	PUNCT
cana-3672	30	4	.	.	PUNCT
cana-3672	31	1	schwarz	schwarz	PROPN
cana-3672	31	2	et	et	PROPN
cana-3672	31	3	al	al	PROPN
cana-3672	31	4	.	.	PROPN
cana-3672	31	5	developed	develop	VERB
cana-3672	31	6	central	central	ADJ
cana-3672	31	7	composite	composite	ADJ
cana-3672	31	8	design	design	NOUN
cana-3672	31	9	to	to	PART
cana-3672	31	10	make	make	VERB
cana-3672	31	11	design	design	NOUN
cana-3672	31	12	of	of	ADP
cana-3672	31	13	experiments	experiment	NOUN
cana-3672	31	14	and	and	CCONJ
cana-3672	31	15	applied	apply	VERB
cana-3672	31	16	ml	ml	ADP
cana-3672	31	17	algorithm	algorithm	NOUN
cana-3672	31	18	to	to	PART
cana-3672	31	19	monitor	monitor	VERB
cana-3672	31	20	process	process	NOUN
cana-3672	31	21	improvement	improvement	NOUN
cana-3672	31	22	of	of	ADP
cana-3672	31	23	cu	cu	NOUN
cana-3672	31	24	-	-	PUNCT
cana-3672	31	25	sheet	sheet	NOUN
cana-3672	31	26	welds	weld	NOUN
cana-3672	31	27	through	through	ADP
cana-3672	31	28	ultrasonic	ultrasonic	ADJ
cana-3672	31	29	metal	metal	NOUN
cana-3672	31	30	welding	welding	NOUN
cana-3672	31	31	process	process	NOUN
cana-3672	31	32	[	[	X
cana-3672	31	33	8	8	NUM
cana-3672	31	34	]	]	PUNCT
cana-3672	31	35	.	.	PUNCT
cana-3672	32	1	jang	jang	PROPN
cana-3672	32	2	et	et	PROPN
cana-3672	32	3	al	al	PROPN
cana-3672	32	4	.	.	PROPN
cana-3672	32	5	applied	apply	VERB
cana-3672	32	6	ml	ml	ADP
cana-3672	32	7	algorithm	algorithm	NOUN
cana-3672	32	8	to	to	PART
cana-3672	32	9	detect	detect	VERB
cana-3672	32	10	weld	weld	NOUN
cana-3672	32	11	porosity	porosity	NOUN
cana-3672	32	12	at	at	ADP
cana-3672	32	13	different	different	ADJ
cana-3672	32	14	frequencies	frequency	NOUN
cana-3672	32	15	in	in	ADP
cana-3672	32	16	the	the	DET
cana-3672	32	17	vibratory	vibratory	ADJ
cana-3672	32	18	treatment	treatment	NOUN
cana-3672	32	19	assisted	assist	VERB
cana-3672	32	20	gas	gas	NOUN
cana-3672	32	21	tungsten	tungsten	NOUN
cana-3672	32	22	arc	arc	NOUN
cana-3672	32	23	welding	welding	NOUN
cana-3672	32	24	process	process	NOUN
cana-3672	32	25	and	and	CCONJ
cana-3672	32	26	studied	study	VERB
cana-3672	32	27	x	x	ADJ
cana-3672	32	28	-	-	NOUN
cana-3672	32	29	ray	ray	NOUN
cana-3672	32	30	images	image	NOUN
cana-3672	32	31	to	to	PART
cana-3672	32	32	validated	validate	VERB
cana-3672	32	33	the	the	DET
cana-3672	32	34	obtained	obtain	VERB
cana-3672	32	35	results	result	NOUN
cana-3672	32	36	[	[	X
cana-3672	32	37	9	9	NUM
cana-3672	32	38	]	]	PUNCT
cana-3672	32	39	.	.	PUNCT
cana-3672	33	1	sapthapathy	sapthapathy	PROPN
cana-3672	33	2	et	et	PROPN
cana-3672	33	3	al	al	PROPN
cana-3672	33	4	.	.	PROPN
cana-3672	33	5	applied	apply	VERB
cana-3672	33	6	artificial	artificial	ADJ
cana-3672	33	7	neural	neural	ADJ
cana-3672	33	8	networks	network	NOUN
cana-3672	33	9	in	in	ADP
cana-3672	33	10	the	the	DET
cana-3672	33	11	ml	ml	PROPN
cana-3672	33	12	approach	approach	NOUN
cana-3672	33	13	to	to	PART
cana-3672	33	14	study	study	VERB
cana-3672	33	15	the	the	DET
cana-3672	33	16	weld	weld	NOUN
cana-3672	33	17	strength	strength	NOUN
cana-3672	33	18	of	of	ADP
cana-3672	33	19	cu	cu	NOUN
cana-3672	33	20	sheets	sheet	NOUN
cana-3672	33	21	through	through	ADP
cana-3672	33	22	ultrasonic	ultrasonic	ADJ
cana-3672	33	23	metal	metal	NOUN
cana-3672	33	24	welding	welding	NOUN
cana-3672	33	25	process	process	NOUN
cana-3672	33	26	and	and	CCONJ
cana-3672	33	27	observed	observe	VERB
cana-3672	33	28	that	that	SCONJ
cana-3672	33	29	the	the	DET
cana-3672	33	30	applied	apply	VERB
cana-3672	33	31	model	model	NOUN
cana-3672	33	32	results	result	NOUN
cana-3672	33	33	with	with	ADP
cana-3672	33	34	1	1	NUM
cana-3672	33	35	%	%	NOUN
cana-3672	33	36	error	error	NOUN
cana-3672	33	37	[	[	X
cana-3672	33	38	10	10	NUM
cana-3672	33	39	]	]	PUNCT
cana-3672	33	40	.	.	PUNCT
cana-3672	34	1	sabzi	sabzi	PROPN
cana-3672	34	2	and	and	CCONJ
cana-3672	34	3	dezfuli	dezfuli	PROPN
cana-3672	34	4	studied	study	VERB
cana-3672	34	5	the	the	DET
cana-3672	34	6	influence	influence	NOUN
cana-3672	34	7	of	of	ADP
cana-3672	34	8	vibratory	vibratory	ADJ
cana-3672	34	9	treatment	treatment	NOUN
cana-3672	34	10	over	over	ADP
cana-3672	34	11	the	the	DET
cana-3672	34	12	microstructure	microstructure	ADJ
cana-3672	34	13	and	and	CCONJ
cana-3672	34	14	mechanical	mechanical	ADJ
cana-3672	34	15	properties	property	NOUN
cana-3672	34	16	over	over	ADP
cana-3672	34	17	the	the	DET
cana-3672	34	18	316l	316l	NUM
cana-3672	34	19	stainless	stainless	ADJ
cana-3672	34	20	steel	steel	NOUN
cana-3672	34	21	joints	joint	NOUN
cana-3672	34	22	developed	develop	VERB
cana-3672	34	23	by	by	ADP
cana-3672	34	24	using	use	VERB
cana-3672	34	25	gas	gas	NOUN
cana-3672	34	26	-	-	PUNCT
cana-3672	34	27	tungsten	tungsten	NOUN
cana-3672	34	28	arc	arc	NOUN
cana-3672	34	29	welding	welding	NOUN
cana-3672	34	30	and	and	CCONJ
cana-3672	34	31	observed	observe	VERB
cana-3672	34	32	the	the	DET
cana-3672	34	33	columnar	columnar	ADJ
cana-3672	34	34	type	type	NOUN
cana-3672	34	35	dendrites	dendrite	NOUN
cana-3672	34	36	exhibited	exhibit	VERB
cana-3672	34	37	lower	low	ADJ
cana-3672	34	38	length	length	NOUN
cana-3672	34	39	than	than	ADP
cana-3672	34	40	the	the	DET
cana-3672	34	41	equiaxed	equiaxe	VERB
cana-3672	34	42	dendrites	dendrite	NOUN
cana-3672	34	43	which	which	PRON
cana-3672	34	44	contributed	contribute	VERB
cana-3672	34	45	to	to	PART
cana-3672	34	46	exhibit	exhibit	VERB
cana-3672	34	47	higher	high	ADJ
cana-3672	34	48	mechanical	mechanical	ADJ
cana-3672	34	49	properties	property	NOUN
cana-3672	34	50	than	than	ADP
cana-3672	34	51	the	the	DET
cana-3672	34	52	non	non	ADJ
cana-3672	34	53	-	-	ADJ
cana-3672	34	54	vibratory	vibratory	ADJ
cana-3672	34	55	assistance	assistance	NOUN
cana-3672	34	56	[	[	X
cana-3672	34	57	11	11	NUM
cana-3672	34	58	]	]	PUNCT
cana-3672	34	59	.	.	PUNCT
cana-3672	35	1	singh	singh	PROPN
cana-3672	35	2	et	et	PROPN
cana-3672	35	3	al	al	PROPN
cana-3672	35	4	.	.	PROPN
cana-3672	35	5	applied	apply	VERB
cana-3672	35	6	taguchi	taguchi	PROPN
cana-3672	35	7	analysis	analysis	NOUN
cana-3672	35	8	for	for	ADP
cana-3672	35	9	optimizing	optimize	VERB
cana-3672	35	10	process	process	NOUN
cana-3672	35	11	parameters	parameter	NOUN
cana-3672	35	12	in	in	ADP
cana-3672	35	13	the	the	DET
cana-3672	35	14	vibratory	vibratory	NOUN
cana-3672	35	15	welding	welding	NOUN
cana-3672	35	16	to	to	PART
cana-3672	35	17	achieve	achieve	VERB
cana-3672	35	18	maximum	maximum	ADJ
cana-3672	35	19	enhancement	enhancement	NOUN
cana-3672	35	20	in	in	ADP
cana-3672	35	21	the	the	DET
cana-3672	35	22	hardness	hardness	NOUN
cana-3672	35	23	of	of	ADP
cana-3672	35	24	the	the	DET
cana-3672	35	25	butt	butt	NOUN
cana-3672	35	26	joint	joint	ADJ
cana-3672	35	27	and	and	CCONJ
cana-3672	35	28	performed	perform	VERB
cana-3672	35	29	microstructural	microstructural	ADJ
cana-3672	35	30	analysis	analysis	NOUN
cana-3672	35	31	to	to	PART
cana-3672	35	32	study	study	VERB
cana-3672	35	33	the	the	DET
cana-3672	35	34	grain	grain	NOUN
cana-3672	35	35	refinement	refinement	NOUN
cana-3672	35	36	in	in	ADP
cana-3672	35	37	weldments	weldment	NOUN
cana-3672	35	38	.	.	PUNCT
cana-3672	36	1	it	it	PRON
cana-3672	36	2	is	be	AUX
cana-3672	36	3	observed	observe	VERB
cana-3672	36	4	that	that	SCONJ
cana-3672	36	5	the	the	DET
cana-3672	36	6	auxiliary	auxiliary	ADJ
cana-3672	36	7	vibrations	vibration	NOUN
cana-3672	36	8	supplied	supply	VERB
cana-3672	36	9	to	to	ADP
cana-3672	36	10	weld	weld	NOUN
cana-3672	36	11	zone	zone	NOUN
cana-3672	36	12	prompted	prompt	VERB
cana-3672	36	13	to	to	ADP
cana-3672	36	14	significant	significant	ADJ
cana-3672	36	15	refinement	refinement	NOUN
cana-3672	36	16	in	in	ADP
cana-3672	36	17	the	the	DET
cana-3672	36	18	grain	grain	NOUN
cana-3672	36	19	structure	structure	NOUN
cana-3672	36	20	and	and	CCONJ
cana-3672	36	21	leads	lead	VERB
cana-3672	36	22	to	to	ADP
cana-3672	36	23	improvement	improvement	NOUN
cana-3672	36	24	in	in	ADP
cana-3672	36	25	the	the	DET
cana-3672	36	26	studied	studied	ADJ
cana-3672	36	27	mechanical	mechanical	ADJ
cana-3672	36	28	property	property	NOUN
cana-3672	37	1	[	[	X
cana-3672	37	2	12	12	NUM
cana-3672	37	3	]	]	PUNCT
cana-3672	37	4	.	.	PUNCT
cana-3672	38	1	wang	wang	PROPN
cana-3672	38	2	et	et	PROPN
cana-3672	38	3	al	al	PROPN
cana-3672	38	4	.	.	PROPN
cana-3672	38	5	applied	apply	VERB
cana-3672	38	6	flux	flux	NOUN
cana-3672	38	7	cored	core	VERB
cana-3672	38	8	arc	arc	NOUN
cana-3672	38	9	welding	welding	NOUN
cana-3672	38	10	supported	support	VERB
cana-3672	38	11	with	with	ADP
cana-3672	38	12	vibratory	vibratory	ADJ
cana-3672	38	13	treatment	treatment	NOUN
cana-3672	38	14	and	and	CCONJ
cana-3672	38	15	studied	study	VERB
cana-3672	38	16	the	the	DET
cana-3672	38	17	influence	influence	NOUN
cana-3672	38	18	over	over	ADP
cana-3672	38	19	microstructure	microstructure	NOUN
cana-3672	38	20	of	of	ADP
cana-3672	38	21	the	the	DET
cana-3672	38	22	weldments	weldment	NOUN
cana-3672	38	23	.	.	PUNCT
cana-3672	39	1	it	it	PRON
cana-3672	39	2	is	be	AUX
cana-3672	39	3	observed	observe	VERB
cana-3672	39	4	that	that	SCONJ
cana-3672	39	5	proeutectoid	proeutectoid	PROPN
cana-3672	39	6	ferrite	ferrite	NOUN
cana-3672	39	7	occupied	occupy	VERB
cana-3672	39	8	more	more	ADJ
cana-3672	39	9	than	than	ADP
cana-3672	39	10	the	the	DET
cana-3672	39	11	ferrite	ferrite	ADJ
cana-3672	39	12	side	side	NOUN
cana-3672	39	13	,	,	PUNCT
cana-3672	39	14	acicular	acicular	ADJ
cana-3672	39	15	ferrite	ferrite	NOUN
cana-3672	39	16	in	in	ADP
cana-3672	39	17	the	the	DET
cana-3672	39	18	weld	weld	NOUN
cana-3672	39	19	zone	zone	NOUN
cana-3672	39	20	and	and	CCONJ
cana-3672	39	21	observed	observe	VERB
cana-3672	39	22	the	the	DET
cana-3672	39	23	effective	effective	ADJ
cana-3672	39	24	integrated	integrated	ADJ
cana-3672	39	25	balance	balance	NOUN
cana-3672	39	26	achieved	achieve	VERB
cana-3672	39	27	between	between	ADP
cana-3672	39	28	the	the	DET
cana-3672	39	29	yield	yield	NOUN
cana-3672	39	30	strength	strength	NOUN
cana-3672	39	31	,	,	PUNCT
cana-3672	39	32	toughness	toughness	NOUN
cana-3672	39	33	of	of	ADP
cana-3672	39	34	the	the	DET
cana-3672	39	35	metal	metal	NOUN
cana-3672	40	1	[	[	X
cana-3672	40	2	13	13	NUM
cana-3672	40	3	]	]	PUNCT
cana-3672	40	4	.	.	PUNCT
cana-3672	41	1	liu	liu	PROPN
cana-3672	41	2	et	et	PROPN
cana-3672	41	3	al	al	PROPN
cana-3672	41	4	.	.	PROPN
cana-3672	41	5	investigated	investigate	VERB
cana-3672	41	6	the	the	DET
cana-3672	41	7	mechanical	mechanical	ADJ
cana-3672	41	8	properties	property	NOUN
cana-3672	41	9	of	of	ADP
cana-3672	41	10	the	the	DET
cana-3672	41	11	butt	butt	NOUN
cana-3672	41	12	joint	joint	NOUN
cana-3672	41	13	established	establish	VERB
cana-3672	41	14	between	between	ADP
cana-3672	41	15	the	the	DET
cana-3672	41	16	2024	2024	NUM
cana-3672	41	17	al	al	PROPN
cana-3672	41	18	-	-	PUNCT
cana-3672	41	19	t4	t4	PROPN
cana-3672	41	20	through	through	ADP
cana-3672	41	21	friction	friction	NOUN
cana-3672	41	22	stir	stir	NOUN
cana-3672	41	23	welding	weld	VERB
cana-3672	41	24	under	under	ADP
cana-3672	41	25	the	the	DET
cana-3672	41	26	assistance	assistance	NOUN
cana-3672	41	27	of	of	ADP
cana-3672	41	28	vibratory	vibratory	ADJ
cana-3672	41	29	treatment	treatment	NOUN
cana-3672	41	30	and	and	CCONJ
cana-3672	41	31	observed	observe	VERB
cana-3672	41	32	the	the	DET
cana-3672	41	33	greater	great	ADJ
cana-3672	41	34	improvement	improvement	NOUN
cana-3672	41	35	in	in	ADP
cana-3672	41	36	the	the	DET
cana-3672	41	37	tensile	tensile	NOUN
cana-3672	41	38	strength	strength	NOUN
cana-3672	41	39	compared	compare	VERB
cana-3672	41	40	to	to	PART
cana-3672	41	41	yield	yield	VERB
cana-3672	41	42	,	,	PUNCT
cana-3672	41	43	hardness	hardness	NOUN
cana-3672	41	44	of	of	ADP
cana-3672	41	45	the	the	DET
cana-3672	41	46	weldments	weldment	NOUN
cana-3672	41	47	[	[	X
cana-3672	41	48	14	14	NUM
cana-3672	41	49	]	]	PUNCT
cana-3672	41	50	.	.	PUNCT
cana-3672	42	1	yuvaraj	yuvaraj	PROPN
cana-3672	42	2	et	et	PROPN
cana-3672	42	3	al	al	PROPN
cana-3672	42	4	.	.	PUNCT
cana-3672	42	5	communications	communication	NOUN
cana-3672	42	6	on	on	ADP
cana-3672	42	7	applied	apply	VERB
cana-3672	42	8	nonlinear	nonlinear	ADJ
cana-3672	42	9	analysis	analysis	NOUN
cana-3672	42	10	issn	issn	NOUN
cana-3672	42	11	:	:	PUNCT
cana-3672	42	12	1074	1074	NUM
cana-3672	42	13	-	-	PUNCT
cana-3672	42	14	133x	133x	NUM
cana-3672	42	15	vol	vol	NOUN
cana-3672	42	16	32	32	NUM
cana-3672	42	17	no	no	NOUN
cana-3672	42	18	.	.	PUNCT
cana-3672	43	1	8s	8s	PROPN
cana-3672	43	2	(	(	PUNCT
cana-3672	43	3	2025	2025	NUM
cana-3672	43	4	)	)	PUNCT
cana-3672	43	5	304	304	NUM
cana-3672	43	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3672	43	7	applied	apply	VERB
cana-3672	43	8	cold	cold	ADJ
cana-3672	43	9	metal	metal	NOUN
cana-3672	43	10	transfer	transfer	NOUN
cana-3672	43	11	welding	welding	NOUN
cana-3672	43	12	for	for	ADP
cana-3672	43	13	the	the	DET
cana-3672	43	14	development	development	NOUN
cana-3672	43	15	of	of	ADP
cana-3672	43	16	butt	butt	PROPN
cana-3672	43	17	joint	joint	NOUN
cana-3672	43	18	for	for	ADP
cana-3672	43	19	similar	similar	ADJ
cana-3672	43	20	metal	metal	NOUN
cana-3672	43	21	welding	welding	NOUN
cana-3672	43	22	of	of	ADP
cana-3672	43	23	aisi304	aisi304	PROPN
cana-3672	43	24	stainless	stainless	ADJ
cana-3672	43	25	steel	steel	NOUN
cana-3672	43	26	under	under	ADP
cana-3672	43	27	vibratory	vibratory	ADJ
cana-3672	43	28	treatment	treatment	NOUN
cana-3672	43	29	and	and	CCONJ
cana-3672	43	30	observed	observe	VERB
cana-3672	43	31	the	the	DET
cana-3672	43	32	greater	great	ADJ
cana-3672	43	33	refinement	refinement	NOUN
cana-3672	43	34	in	in	ADP
cana-3672	43	35	the	the	DET
cana-3672	43	36	fusion	fusion	NOUN
cana-3672	43	37	region	region	NOUN
cana-3672	43	38	at	at	ADP
cana-3672	43	39	amplitude	amplitude	NOUN
cana-3672	43	40	of	of	ADP
cana-3672	43	41	99	99	NUM
cana-3672	43	42	µm	µm	NOUN
cana-3672	43	43	and	and	CCONJ
cana-3672	43	44	welding	welding	NOUN
cana-3672	43	45	currents	current	NOUN
cana-3672	43	46	of	of	ADP
cana-3672	43	47	95a	95a	NOUN
cana-3672	43	48	[	[	X
cana-3672	43	49	15	15	NUM
cana-3672	43	50	]	]	PUNCT
cana-3672	43	51	.	.	PUNCT
cana-3672	44	1	the	the	DET
cana-3672	44	2	research	research	NOUN
cana-3672	44	3	is	be	AUX
cana-3672	44	4	focused	focus	VERB
cana-3672	44	5	to	to	PART
cana-3672	44	6	address	address	VERB
cana-3672	44	7	the	the	DET
cana-3672	44	8	above	above	ADJ
cana-3672	44	9	stated	state	VERB
cana-3672	44	10	gaps	gap	NOUN
cana-3672	44	11	in	in	ADP
cana-3672	44	12	the	the	DET
cana-3672	44	13	vibratory	vibratory	NOUN
cana-3672	44	14	welding	welding	NOUN
cana-3672	44	15	and	and	CCONJ
cana-3672	44	16	obtain	obtain	VERB
cana-3672	44	17	optimal	optimal	ADJ
cana-3672	44	18	parameter	parameter	NOUN
cana-3672	44	19	set	set	VERB
cana-3672	44	20	from	from	ADP
cana-3672	44	21	the	the	DET
cana-3672	44	22	frequency	frequency	NOUN
cana-3672	44	23	of	of	ADP
cana-3672	44	24	workpiece	workpiece	NOUN
cana-3672	44	25	,	,	PUNCT
cana-3672	44	26	electrode	electrode	NOUN
cana-3672	44	27	at	at	ADP
cana-3672	44	28	different	different	ADJ
cana-3672	44	29	voltages	voltage	NOUN
cana-3672	44	30	through	through	ADP
cana-3672	44	31	gmaw	gmaw	NOUN
cana-3672	44	32	of	of	ADP
cana-3672	44	33	ss304	ss304	PROPN
cana-3672	44	34	.	.	PROPN
cana-3672	45	1	section-2	section-2	PROPN
cana-3672	45	2	describes	describe	VERB
cana-3672	45	3	the	the	DET
cana-3672	45	4	application	application	NOUN
cana-3672	45	5	of	of	ADP
cana-3672	45	6	ml	ml	PART
cana-3672	45	7	approach	approach	NOUN
cana-3672	45	8	over	over	ADP
cana-3672	45	9	the	the	DET
cana-3672	45	10	designed	design	VERB
cana-3672	45	11	multi	multi	ADJ
cana-3672	45	12	-	-	ADJ
cana-3672	45	13	objective	objective	ADJ
cana-3672	45	14	optimization	optimization	NOUN
cana-3672	45	15	problem	problem	NOUN
cana-3672	45	16	and	and	CCONJ
cana-3672	45	17	working	working	NOUN
cana-3672	45	18	of	of	ADP
cana-3672	45	19	cnn	cnn	PROPN
cana-3672	45	20	algorithm	algorithm	NOUN
cana-3672	45	21	on	on	ADP
cana-3672	45	22	producing	produce	VERB
cana-3672	45	23	the	the	DET
cana-3672	45	24	pareto	pareto	NOUN
cana-3672	45	25	-	-	PUNCT
cana-3672	45	26	optimal	optimal	ADJ
cana-3672	45	27	set	set	NOUN
cana-3672	45	28	.	.	PUNCT
cana-3672	46	1	section-3	section-3	NUM
cana-3672	46	2	presents	present	VERB
cana-3672	46	3	the	the	DET
cana-3672	46	4	results	result	NOUN
cana-3672	46	5	obtained	obtain	VERB
cana-3672	46	6	about	about	ADP
cana-3672	46	7	the	the	DET
cana-3672	46	8	various	various	ADJ
cana-3672	46	9	mechanical	mechanical	ADJ
cana-3672	46	10	properties	property	NOUN
cana-3672	46	11	and	and	CCONJ
cana-3672	46	12	discussions	discussion	NOUN
cana-3672	46	13	over	over	ADP
cana-3672	46	14	the	the	DET
cana-3672	46	15	enhancement	enhancement	NOUN
cana-3672	46	16	or	or	CCONJ
cana-3672	46	17	decrements	decrement	NOUN
cana-3672	46	18	in	in	ADP
cana-3672	46	19	the	the	DET
cana-3672	46	20	studying	study	VERB
cana-3672	46	21	properties	property	NOUN
cana-3672	46	22	at	at	ADP
cana-3672	46	23	different	different	ADJ
cana-3672	46	24	frequencies	frequency	NOUN
cana-3672	46	25	.	.	PUNCT
cana-3672	47	1	section-4	section-4	NUM
cana-3672	47	2	presents	present	VERB
cana-3672	47	3	the	the	DET
cana-3672	47	4	microstructural	microstructural	ADJ
cana-3672	47	5	characterization	characterization	NOUN
cana-3672	47	6	made	make	VERB
cana-3672	47	7	on	on	ADP
cana-3672	47	8	the	the	DET
cana-3672	47	9	weld	weld	NOUN
cana-3672	47	10	joint	joint	NOUN
cana-3672	47	11	through	through	ADP
cana-3672	47	12	scanning	scan	VERB
cana-3672	47	13	electron	electron	NOUN
cana-3672	47	14	microscopy	microscopy	NOUN
cana-3672	47	15	(	(	PUNCT
cana-3672	47	16	sem	sem	NOUN
cana-3672	47	17	)	)	PUNCT
cana-3672	47	18	for	for	ADP
cana-3672	47	19	studying	study	VERB
cana-3672	47	20	grain	grain	NOUN
cana-3672	47	21	refinement	refinement	NOUN
cana-3672	47	22	with	with	ADP
cana-3672	47	23	the	the	DET
cana-3672	47	24	introduction	introduction	NOUN
cana-3672	47	25	of	of	ADP
cana-3672	47	26	vibratory	vibratory	ADJ
cana-3672	47	27	treatment	treatment	NOUN
cana-3672	47	28	in	in	ADP
cana-3672	47	29	the	the	DET
cana-3672	47	30	weld	weld	NOUN
cana-3672	47	31	joint	joint	NOUN
cana-3672	47	32	.	.	PUNCT
cana-3672	48	1	section-5	section-5	PROPN
cana-3672	48	2	concludes	conclude	VERB
cana-3672	48	3	the	the	DET
cana-3672	48	4	article	article	NOUN
cana-3672	48	5	by	by	ADP
cana-3672	48	6	stating	state	VERB
cana-3672	48	7	overall	overall	ADJ
cana-3672	48	8	idea	idea	NOUN
cana-3672	48	9	and	and	CCONJ
cana-3672	48	10	major	major	ADJ
cana-3672	48	11	identifications	identification	NOUN
cana-3672	48	12	in	in	ADP
cana-3672	48	13	the	the	DET
cana-3672	48	14	performed	performed	ADJ
cana-3672	48	15	multi	multi	ADJ
cana-3672	48	16	-	-	ADJ
cana-3672	48	17	objective	objective	ADJ
cana-3672	48	18	optimization	optimization	NOUN
cana-3672	48	19	problem	problem	NOUN
cana-3672	48	20	through	through	ADP
cana-3672	48	21	applied	apply	VERB
cana-3672	48	22	technique	technique	NOUN
cana-3672	48	23	.	.	PUNCT
cana-3672	49	1	2	2	X
cana-3672	49	2	.	.	X
cana-3672	49	3	application	application	NOUN
cana-3672	49	4	of	of	ADP
cana-3672	49	5	ml	ml	ADP
cana-3672	49	6	:	:	PUNCT
cana-3672	49	7	gas	gas	NOUN
cana-3672	49	8	metal	metal	NOUN
cana-3672	49	9	arc	arc	NOUN
cana-3672	49	10	welding	welding	NOUN
cana-3672	49	11	(	(	PUNCT
cana-3672	49	12	gmaw	gmaw	PROPN
cana-3672	49	13	)	)	PUNCT
cana-3672	49	14	with	with	ADP
cana-3672	49	15	the	the	DET
cana-3672	49	16	assistance	assistance	NOUN
cana-3672	49	17	of	of	ADP
cana-3672	49	18	vibratory	vibratory	ADJ
cana-3672	49	19	treatment	treatment	NOUN
cana-3672	49	20	is	be	AUX
cana-3672	49	21	preferred	prefer	VERB
cana-3672	49	22	to	to	PART
cana-3672	49	23	join	join	VERB
cana-3672	49	24	the	the	DET
cana-3672	49	25	similar	similar	ADJ
cana-3672	49	26	metals	metal	NOUN
cana-3672	49	27	such	such	ADJ
cana-3672	49	28	as	as	ADP
cana-3672	49	29	ss304	ss304	PROPN
cana-3672	49	30	through	through	ADP
cana-3672	49	31	a	a	DET
cana-3672	49	32	butt	butt	NOUN
cana-3672	49	33	joint	joint	NOUN
cana-3672	49	34	.	.	PUNCT
cana-3672	50	1	the	the	DET
cana-3672	50	2	parameters	parameter	NOUN
cana-3672	50	3	such	such	ADJ
cana-3672	50	4	as	as	ADP
cana-3672	50	5	amplitude	amplitude	NOUN
cana-3672	50	6	,	,	PUNCT
cana-3672	50	7	time	time	NOUN
cana-3672	50	8	and	and	CCONJ
cana-3672	50	9	frequency	frequency	NOUN
cana-3672	50	10	are	be	AUX
cana-3672	50	11	most	most	ADV
cana-3672	50	12	influenced	influence	VERB
cana-3672	50	13	in	in	ADP
cana-3672	50	14	the	the	DET
cana-3672	50	15	vibratory	vibratory	ADJ
cana-3672	50	16	treatment	treatment	NOUN
cana-3672	50	17	process	process	NOUN
cana-3672	50	18	and	and	CCONJ
cana-3672	50	19	voltage	voltage	NOUN
cana-3672	50	20	supplied	supply	VERB
cana-3672	50	21	during	during	ADP
cana-3672	50	22	the	the	DET
cana-3672	50	23	welding	welding	NOUN
cana-3672	50	24	process	process	NOUN
cana-3672	50	25	can	can	AUX
cana-3672	50	26	influence	influence	VERB
cana-3672	50	27	the	the	DET
cana-3672	50	28	strength	strength	NOUN
cana-3672	50	29	of	of	ADP
cana-3672	50	30	the	the	DET
cana-3672	50	31	butt	butt	NOUN
cana-3672	50	32	joint	joint	ADJ
cana-3672	50	33	before	before	ADP
cana-3672	50	34	the	the	DET
cana-3672	50	35	weldment	weldment	NOUN
cana-3672	50	36	.	.	PUNCT
cana-3672	51	1	although	although	SCONJ
cana-3672	51	2	the	the	DET
cana-3672	51	3	identified	identify	VERB
cana-3672	51	4	parameters	parameter	NOUN
cana-3672	51	5	can	can	AUX
cana-3672	51	6	play	play	VERB
cana-3672	51	7	significant	significant	ADJ
cana-3672	51	8	role	role	NOUN
cana-3672	51	9	in	in	ADP
cana-3672	51	10	the	the	DET
cana-3672	51	11	weld	weld	NOUN
cana-3672	51	12	strength	strength	NOUN
cana-3672	51	13	improvement	improvement	NOUN
cana-3672	51	14	,	,	PUNCT
cana-3672	51	15	the	the	DET
cana-3672	51	16	manipulation	manipulation	NOUN
cana-3672	51	17	of	of	ADP
cana-3672	51	18	most	most	ADV
cana-3672	51	19	influential	influential	ADJ
cana-3672	51	20	parameter	parameter	NOUN
cana-3672	51	21	is	be	AUX
cana-3672	51	22	essential	essential	ADJ
cana-3672	51	23	for	for	ADP
cana-3672	51	24	obtaining	obtain	VERB
cana-3672	51	25	maximum	maximum	ADJ
cana-3672	51	26	enhancement	enhancement	NOUN
cana-3672	51	27	in	in	ADP
cana-3672	51	28	the	the	DET
cana-3672	51	29	studying	study	VERB
cana-3672	51	30	mechanical	mechanical	ADJ
cana-3672	51	31	properties	property	NOUN
cana-3672	51	32	.	.	PUNCT
cana-3672	52	1	random	random	ADJ
cana-3672	52	2	forest	forest	NOUN
cana-3672	52	3	regression	regression	NOUN
cana-3672	52	4	(	(	PUNCT
cana-3672	52	5	rfr	rfr	PROPN
cana-3672	52	6	)	)	PUNCT
cana-3672	52	7	is	be	AUX
cana-3672	52	8	applied	apply	VERB
cana-3672	52	9	to	to	PART
cana-3672	52	10	test	test	VERB
cana-3672	52	11	the	the	DET
cana-3672	52	12	dependency	dependency	NOUN
cana-3672	52	13	of	of	ADP
cana-3672	52	14	influencing	influence	VERB
cana-3672	52	15	parameter	parameter	NOUN
cana-3672	52	16	and	and	CCONJ
cana-3672	52	17	obtained	obtain	VERB
cana-3672	52	18	as	as	ADP
cana-3672	52	19	the	the	DET
cana-3672	52	20	frequency	frequency	NOUN
cana-3672	52	21	;	;	PUNCT
cana-3672	52	22	voltage	voltage	NOUN
cana-3672	52	23	have	have	VERB
cana-3672	52	24	greater	great	ADJ
cana-3672	52	25	influence	influence	NOUN
cana-3672	52	26	over	over	ADP
cana-3672	52	27	the	the	DET
cana-3672	52	28	alteration	alteration	NOUN
cana-3672	52	29	in	in	ADP
cana-3672	52	30	the	the	DET
cana-3672	52	31	mechanical	mechanical	ADJ
cana-3672	52	32	properties	property	NOUN
cana-3672	52	33	of	of	ADP
cana-3672	52	34	the	the	DET
cana-3672	52	35	weld	weld	NOUN
cana-3672	52	36	joint	joint	NOUN
cana-3672	52	37	.	.	PUNCT
cana-3672	53	1	the	the	DET
cana-3672	53	2	parameters	parameter	NOUN
cana-3672	53	3	such	such	ADJ
cana-3672	53	4	as	as	ADP
cana-3672	53	5	frequency	frequency	NOUN
cana-3672	53	6	of	of	ADP
cana-3672	53	7	work	work	NOUN
cana-3672	53	8	piece	piece	NOUN
cana-3672	53	9	,	,	PUNCT
cana-3672	53	10	electrode	electrode	NOUN
cana-3672	53	11	and	and	CCONJ
cana-3672	53	12	voltage	voltage	NOUN
cana-3672	53	13	of	of	ADP
cana-3672	53	14	the	the	DET
cana-3672	53	15	motor	motor	NOUN
cana-3672	53	16	is	be	AUX
cana-3672	53	17	taken	take	VERB
cana-3672	53	18	into	into	ADP
cana-3672	53	19	consideration	consideration	NOUN
cana-3672	53	20	for	for	ADP
cana-3672	53	21	the	the	DET
cana-3672	53	22	present	present	ADJ
cana-3672	53	23	study	study	NOUN
cana-3672	53	24	whereas	whereas	SCONJ
cana-3672	53	25	the	the	DET
cana-3672	53	26	amplitude	amplitude	NOUN
cana-3672	53	27	,	,	PUNCT
cana-3672	53	28	time	time	NOUN
cana-3672	53	29	is	be	AUX
cana-3672	53	30	taken	take	VERB
cana-3672	53	31	at	at	ADP
cana-3672	53	32	constant	constant	ADJ
cana-3672	53	33	.	.	PUNCT
cana-3672	54	1	the	the	DET
cana-3672	54	2	upper	upper	ADJ
cana-3672	54	3	and	and	CCONJ
cana-3672	54	4	lower	low	ADJ
cana-3672	54	5	limits	limit	NOUN
cana-3672	54	6	were	be	AUX
cana-3672	54	7	chosen	choose	VERB
cana-3672	54	8	to	to	PART
cana-3672	54	9	avoid	avoid	VERB
cana-3672	54	10	the	the	DET
cana-3672	54	11	deposition	deposition	NOUN
cana-3672	54	12	of	of	ADP
cana-3672	54	13	filler	filler	NOUN
cana-3672	54	14	metals	metal	NOUN
cana-3672	54	15	at	at	ADP
cana-3672	54	16	the	the	DET
cana-3672	54	17	bottom	bottom	NOUN
cana-3672	54	18	,	,	PUNCT
cana-3672	54	19	the	the	DET
cana-3672	54	20	occurrence	occurrence	NOUN
cana-3672	54	21	of	of	ADP
cana-3672	54	22	heavier	heavy	ADJ
cana-3672	54	23	porosities	porosity	NOUN
cana-3672	54	24	,	,	PUNCT
cana-3672	54	25	and	and	CCONJ
cana-3672	54	26	splash	splash	VERB
cana-3672	54	27	during	during	ADP
cana-3672	54	28	the	the	DET
cana-3672	54	29	gmaw	gmaw	NOUN
cana-3672	55	1	[	[	X
cana-3672	55	2	16	16	NUM
cana-3672	55	3	]	]	PUNCT
cana-3672	55	4	.	.	PUNCT
cana-3672	56	1	the	the	DET
cana-3672	56	2	experiments	experiment	NOUN
cana-3672	56	3	were	be	AUX
cana-3672	56	4	designed	design	VERB
cana-3672	56	5	with	with	ADP
cana-3672	56	6	three	three	NUM
cana-3672	56	7	factors	factor	NOUN
cana-3672	56	8	at	at	ADP
cana-3672	56	9	five	five	NUM
cana-3672	56	10	different	different	ADJ
cana-3672	56	11	levels	level	NOUN
cana-3672	56	12	based	base	VERB
cana-3672	56	13	on	on	ADP
cana-3672	56	14	the	the	DET
cana-3672	56	15	parameters	parameter	NOUN
cana-3672	56	16	chosen	choose	VERB
cana-3672	56	17	to	to	PART
cana-3672	56	18	study	study	VERB
cana-3672	56	19	their	their	PRON
cana-3672	56	20	influence	influence	NOUN
cana-3672	56	21	over	over	ADP
cana-3672	56	22	the	the	DET
cana-3672	56	23	properties	property	NOUN
cana-3672	56	24	such	such	ADJ
cana-3672	56	25	as	as	ADP
cana-3672	56	26	tensile	tensile	NOUN
cana-3672	56	27	strength	strength	NOUN
cana-3672	56	28	and	and	CCONJ
cana-3672	56	29	hardness	hardness	NOUN
cana-3672	56	30	.	.	PUNCT
cana-3672	57	1	the	the	DET
cana-3672	57	2	designed	design	VERB
cana-3672	57	3	levels	level	NOUN
cana-3672	57	4	and	and	CCONJ
cana-3672	57	5	chosen	choose	VERB
cana-3672	57	6	parameters	parameter	NOUN
cana-3672	57	7	for	for	ADP
cana-3672	57	8	the	the	DET
cana-3672	57	9	vibratory	vibratory	ADJ
cana-3672	57	10	treatment	treatment	NOUN
cana-3672	57	11	assisted	assist	VERB
cana-3672	57	12	gmaw	gmaw	NOUN
cana-3672	57	13	process	process	NOUN
cana-3672	57	14	are	be	AUX
cana-3672	57	15	enlisted	enlist	VERB
cana-3672	57	16	in	in	ADP
cana-3672	57	17	table	table	NOUN
cana-3672	57	18	1	1	NUM
cana-3672	57	19	.	.	PUNCT
cana-3672	57	20	table	table	NOUN
cana-3672	57	21	1	1	NUM
cana-3672	57	22	levels	level	NOUN
cana-3672	57	23	and	and	CCONJ
cana-3672	57	24	parameters	parameter	NOUN
cana-3672	57	25	.	.	PUNCT
cana-3672	58	1	parameters	parameter	NOUN
cana-3672	58	2	levels	level	NOUN
cana-3672	58	3	-2	-2	INTJ
cana-3672	58	4	-1	-1	NOUN
cana-3672	58	5	0	0	NUM
cana-3672	58	6	1	1	NUM
cana-3672	58	7	2	2	NUM
cana-3672	58	8	workpiece	workpiece	NOUN
cana-3672	58	9	frequency	frequency	NOUN
cana-3672	58	10	(	(	PUNCT
cana-3672	58	11	hz	hz	PROPN
cana-3672	58	12	)	)	PUNCT
cana-3672	58	13	2	2	NUM
cana-3672	58	14	4	4	NUM
cana-3672	58	15	6	6	NUM
cana-3672	58	16	8	8	NUM
cana-3672	58	17	10	10	NUM
cana-3672	58	18	electrode	electrode	NOUN
cana-3672	58	19	frequency	frequency	NOUN
cana-3672	58	20	(	(	PUNCT
cana-3672	58	21	hz	hz	PROPN
cana-3672	58	22	)	)	PUNCT
cana-3672	58	23	200	200	NUM
cana-3672	58	24	400	400	NUM
cana-3672	58	25	600	600	NUM
cana-3672	58	26	800	800	NUM
cana-3672	58	27	1000	1000	NUM
cana-3672	58	28	motor	motor	NOUN
cana-3672	58	29	voltage	voltage	NOUN
cana-3672	58	30	(	(	PUNCT
cana-3672	58	31	v	v	NOUN
cana-3672	58	32	)	)	PUNCT
cana-3672	58	33	2	2	NUM
cana-3672	58	34	4	4	NUM
cana-3672	58	35	6	6	NUM
cana-3672	58	36	8	8	NUM
cana-3672	58	37	10	10	NUM
cana-3672	58	38	fig	fig	NOUN
cana-3672	58	39	.	.	PUNCT
cana-3672	58	40	1	1	NUM
cana-3672	58	41	represents	represent	VERB
cana-3672	58	42	the	the	DET
cana-3672	58	43	code	code	NOUN
cana-3672	58	44	used	use	VERB
cana-3672	58	45	to	to	PART
cana-3672	58	46	supply	supply	VERB
cana-3672	58	47	in	in	ADP
cana-3672	58	48	the	the	DET
cana-3672	58	49	machine	machine	NOUN
cana-3672	58	50	learning	learn	VERB
cana-3672	58	51	algorithm	algorithm	NOUN
cana-3672	58	52	through	through	ADP
cana-3672	58	53	matlab	matlab	PROPN
cana-3672	58	54	.	.	PUNCT
cana-3672	59	1	communications	communication	NOUN
cana-3672	59	2	on	on	ADP
cana-3672	59	3	applied	apply	VERB
cana-3672	59	4	nonlinear	nonlinear	ADJ
cana-3672	59	5	analysis	analysis	NOUN
cana-3672	59	6	issn	issn	NOUN
cana-3672	59	7	:	:	PUNCT
cana-3672	59	8	1074	1074	NUM
cana-3672	59	9	-	-	PUNCT
cana-3672	59	10	133x	133x	NUM
cana-3672	59	11	vol	vol	NOUN
cana-3672	59	12	32	32	NUM
cana-3672	59	13	no	no	NOUN
cana-3672	59	14	.	.	PUNCT
cana-3672	60	1	8s	8s	PROPN
cana-3672	60	2	(	(	PUNCT
cana-3672	60	3	2025	2025	NUM
cana-3672	60	4	)	)	PUNCT
cana-3672	60	5	305	305	NUM
cana-3672	60	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3672	60	7	fig	fig	NOUN
cana-3672	60	8	.	.	PUNCT
cana-3672	61	1	1	1	X
cana-3672	61	2	.	.	X
cana-3672	61	3	run	run	NOUN
cana-3672	61	4	of	of	ADP
cana-3672	61	5	machine	machine	NOUN
cana-3672	61	6	learning	learn	VERB
cana-3672	61	7	algorithm	algorithm	NOUN
cana-3672	61	8	in	in	ADP
cana-3672	61	9	matlab	matlab	PROPN
cana-3672	61	10	the	the	DET
cana-3672	61	11	user	user	NOUN
cana-3672	61	12	-	-	PUNCT
cana-3672	61	13	defined	define	VERB
cana-3672	61	14	parameters	parameter	NOUN
cana-3672	61	15	are	be	AUX
cana-3672	61	16	chosen	choose	VERB
cana-3672	61	17	based	base	VERB
cana-3672	61	18	on	on	ADP
cana-3672	61	19	training	train	VERB
cana-3672	61	20	the	the	DET
cana-3672	61	21	values	value	NOUN
cana-3672	61	22	of	of	ADP
cana-3672	61	23	the	the	DET
cana-3672	61	24	correlation	correlation	NOUN
cana-3672	61	25	coefficient	coefficient	NOUN
cana-3672	61	26	(	(	PUNCT
cana-3672	61	27	cc	cc	NOUN
cana-3672	61	28	)	)	PUNCT
cana-3672	61	29	.	.	PUNCT
cana-3672	62	1	the	the	DET
cana-3672	62	2	user	user	NOUN
cana-3672	62	3	-	-	PUNCT
cana-3672	62	4	defined	define	VERB
cana-3672	62	5	parameter	parameter	NOUN
cana-3672	62	6	value	value	NOUN
cana-3672	62	7	that	that	PRON
cana-3672	62	8	has	have	VERB
cana-3672	62	9	the	the	DET
cana-3672	62	10	maximum	maximum	ADJ
cana-3672	62	11	cc	cc	NOUN
cana-3672	62	12	for	for	ADP
cana-3672	62	13	the	the	DET
cana-3672	62	14	training	training	NOUN
cana-3672	62	15	data	datum	NOUN
cana-3672	62	16	set	set	VERB
cana-3672	62	17	is	be	AUX
cana-3672	62	18	chosen	choose	VERB
cana-3672	62	19	for	for	ADP
cana-3672	62	20	predicting	predict	VERB
cana-3672	62	21	the	the	DET
cana-3672	62	22	mechanical	mechanical	ADJ
cana-3672	62	23	properties	property	NOUN
cana-3672	62	24	such	such	ADJ
cana-3672	62	25	as	as	ADP
cana-3672	62	26	tensile	tensile	NOUN
cana-3672	62	27	and	and	CCONJ
cana-3672	62	28	hardness	hardness	NOUN
cana-3672	62	29	of	of	ADP
cana-3672	62	30	the	the	DET
cana-3672	62	31	butt	butt	NOUN
cana-3672	62	32	joint	joint	NOUN
cana-3672	62	33	.	.	PUNCT
cana-3672	63	1	3	3	X
cana-3672	63	2	.	.	X
cana-3672	63	3	results	result	NOUN
cana-3672	63	4	and	and	CCONJ
cana-3672	63	5	discussions	discussion	NOUN
cana-3672	63	6	:	:	PUNCT
cana-3672	63	7	after	after	ADP
cana-3672	63	8	supplying	supply	VERB
cana-3672	63	9	the	the	DET
cana-3672	63	10	essential	essential	ADJ
cana-3672	63	11	details	detail	NOUN
cana-3672	63	12	to	to	ADP
cana-3672	63	13	the	the	DET
cana-3672	63	14	api	api	NOUN
cana-3672	63	15	,	,	PUNCT
cana-3672	63	16	the	the	DET
cana-3672	63	17	algorithm	algorithm	NOUN
cana-3672	63	18	examines	examine	VERB
cana-3672	63	19	the	the	DET
cana-3672	63	20	supplied	supply	VERB
cana-3672	63	21	data	datum	NOUN
cana-3672	63	22	and	and	CCONJ
cana-3672	63	23	understands	understand	VERB
cana-3672	63	24	the	the	DET
cana-3672	63	25	features	feature	NOUN
cana-3672	63	26	.	.	PUNCT
cana-3672	64	1	the	the	DET
cana-3672	64	2	variables	variable	NOUN
cana-3672	64	3	are	be	AUX
cana-3672	64	4	examined	examine	VERB
cana-3672	64	5	under	under	ADP
cana-3672	64	6	the	the	DET
cana-3672	64	7	algorithm	algorithm	NOUN
cana-3672	64	8	and	and	CCONJ
cana-3672	64	9	produces	produce	VERB
cana-3672	64	10	the	the	DET
cana-3672	64	11	results	result	NOUN
cana-3672	64	12	from	from	ADP
cana-3672	64	13	the	the	DET
cana-3672	64	14	supplied	supply	VERB
cana-3672	64	15	data	datum	NOUN
cana-3672	64	16	.	.	PUNCT
cana-3672	65	1	3.1	3.1	NUM
cana-3672	65	2	.	.	PUNCT
cana-3672	65	3	tensile	tensile	NOUN
cana-3672	65	4	strength	strength	NOUN
cana-3672	65	5	:	:	PUNCT
cana-3672	65	6	the	the	DET
cana-3672	65	7	response	response	NOUN
cana-3672	65	8	of	of	ADP
cana-3672	65	9	tensile	tensile	NOUN
cana-3672	65	10	strength	strength	NOUN
cana-3672	65	11	for	for	ADP
cana-3672	65	12	the	the	DET
cana-3672	65	13	butt	butt	NOUN
cana-3672	65	14	joint	joint	NOUN
cana-3672	65	15	can	can	AUX
cana-3672	65	16	be	be	AUX
cana-3672	65	17	made	make	VERB
cana-3672	65	18	through	through	ADP
cana-3672	65	19	gmaw	gmaw	NOUN
cana-3672	65	20	process	process	NOUN
cana-3672	65	21	is	be	AUX
cana-3672	65	22	tested	test	VERB
cana-3672	65	23	at	at	ADP
cana-3672	65	24	different	different	ADJ
cana-3672	65	25	ranges	range	NOUN
cana-3672	65	26	of	of	ADP
cana-3672	65	27	frequency	frequency	NOUN
cana-3672	65	28	by	by	ADP
cana-3672	65	29	varying	vary	VERB
cana-3672	65	30	electrode	electrode	NOUN
cana-3672	65	31	and	and	CCONJ
cana-3672	65	32	workpiece	workpiece	NOUN
cana-3672	65	33	individually	individually	ADV
cana-3672	65	34	at	at	ADP
cana-3672	65	35	different	different	ADJ
cana-3672	65	36	voltages	voltage	NOUN
cana-3672	65	37	.	.	PUNCT
cana-3672	66	1	it	it	PRON
cana-3672	66	2	is	be	AUX
cana-3672	66	3	given	give	VERB
cana-3672	66	4	that	that	SCONJ
cana-3672	66	5	the	the	DET
cana-3672	66	6	data	datum	NOUN
cana-3672	66	7	is	be	AUX
cana-3672	66	8	supplied	supply	VERB
cana-3672	66	9	for	for	ADP
cana-3672	66	10	different	different	ADJ
cana-3672	66	11	frequences	frequence	NOUN
cana-3672	66	12	of	of	ADP
cana-3672	66	13	the	the	DET
cana-3672	66	14	electrode	electrode	NOUN
cana-3672	66	15	and	and	CCONJ
cana-3672	66	16	workpiece	workpiece	NOUN
cana-3672	66	17	possible	possible	ADJ
cana-3672	66	18	improvement	improvement	NOUN
cana-3672	66	19	in	in	ADP
cana-3672	66	20	the	the	DET
cana-3672	66	21	tensile	tensile	NOUN
cana-3672	66	22	strength	strength	NOUN
cana-3672	66	23	of	of	ADP
cana-3672	66	24	the	the	DET
cana-3672	66	25	weld	weld	NOUN
cana-3672	66	26	joint	joint	NOUN
cana-3672	66	27	is	be	AUX
cana-3672	66	28	displayed	display	VERB
cana-3672	66	29	by	by	ADP
cana-3672	66	30	the	the	DET
cana-3672	66	31	algorithm	algorithm	NOUN
cana-3672	66	32	.	.	PUNCT
cana-3672	67	1	the	the	DET
cana-3672	67	2	obtained	obtain	VERB
cana-3672	67	3	responses	response	NOUN
cana-3672	67	4	are	be	AUX
cana-3672	67	5	plotted	plot	VERB
cana-3672	67	6	and	and	CCONJ
cana-3672	67	7	represented	represent	VERB
cana-3672	67	8	in	in	ADP
cana-3672	67	9	the	the	DET
cana-3672	67	10	fig	fig	NOUN
cana-3672	67	11	.	.	PUNCT
cana-3672	68	1	2	2	X
cana-3672	68	2	.	.	X
cana-3672	68	3	the	the	DET
cana-3672	68	4	test	test	NOUN
cana-3672	68	5	is	be	AUX
cana-3672	68	6	performed	perform	VERB
cana-3672	68	7	on	on	ADP
cana-3672	68	8	universal	universal	ADJ
cana-3672	68	9	testing	testing	NOUN
cana-3672	68	10	machine	machine	NOUN
cana-3672	68	11	(	(	PUNCT
cana-3672	68	12	utm	utm	PROPN
cana-3672	68	13	)	)	PUNCT
cana-3672	68	14	to	to	PART
cana-3672	68	15	validate	validate	VERB
cana-3672	68	16	the	the	DET
cana-3672	68	17	tensile	tensile	NOUN
cana-3672	68	18	strength	strength	NOUN
cana-3672	68	19	of	of	ADP
cana-3672	68	20	the	the	DET
cana-3672	68	21	vibratory	vibratory	NOUN
cana-3672	68	22	welded	weld	VERB
cana-3672	68	23	specimens	specimen	NOUN
cana-3672	68	24	at	at	ADP
cana-3672	68	25	highest	high	ADJ
cana-3672	68	26	possible	possible	ADJ
cana-3672	68	27	enhancement	enhancement	NOUN
cana-3672	68	28	and	and	CCONJ
cana-3672	68	29	respective	respective	ADJ
cana-3672	68	30	decrement	decrement	NOUN
cana-3672	68	31	with	with	ADP
cana-3672	68	32	the	the	DET
cana-3672	68	33	further	further	ADJ
cana-3672	68	34	manipulation	manipulation	NOUN
cana-3672	68	35	of	of	ADP
cana-3672	68	36	the	the	DET
cana-3672	68	37	frequencies	frequency	NOUN
cana-3672	68	38	about	about	ADP
cana-3672	68	39	workpiece	workpiece	NOUN
cana-3672	68	40	and	and	CCONJ
cana-3672	68	41	electrode	electrode	NOUN
cana-3672	68	42	.	.	PUNCT
cana-3672	69	1	(	(	PUNCT
cana-3672	69	2	a	a	X
cana-3672	69	3	)	)	PUNCT
cana-3672	69	4	(	(	PUNCT
cana-3672	69	5	b	b	X
cana-3672	69	6	)	)	PUNCT
cana-3672	69	7	fig	fig	NOUN
cana-3672	69	8	.	.	PUNCT
cana-3672	70	1	2	2	X
cana-3672	70	2	.	.	X
cana-3672	70	3	tensile	tensile	NOUN
cana-3672	70	4	strength	strength	NOUN
cana-3672	70	5	of	of	ADP
cana-3672	70	6	butt	butt	NOUN
cana-3672	70	7	joint	joint	ADJ
cana-3672	70	8	under	under	ADP
cana-3672	70	9	(	(	PUNCT
cana-3672	70	10	a	a	PRON
cana-3672	70	11	)	)	PUNCT
cana-3672	70	12	electrode	electrode	NOUN
cana-3672	70	13	frequency	frequency	NOUN
cana-3672	70	14	(	(	PUNCT
cana-3672	70	15	b	b	NOUN
cana-3672	70	16	)	)	PUNCT
cana-3672	70	17	workpiece	workpiece	NOUN
cana-3672	70	18	frequency	frequency	NOUN
cana-3672	70	19	communications	communication	NOUN
cana-3672	70	20	on	on	ADP
cana-3672	70	21	applied	apply	VERB
cana-3672	70	22	nonlinear	nonlinear	ADJ
cana-3672	70	23	analysis	analysis	NOUN
cana-3672	70	24	issn	issn	NOUN
cana-3672	70	25	:	:	PUNCT
cana-3672	70	26	1074	1074	NUM
cana-3672	70	27	-	-	PUNCT
cana-3672	70	28	133x	133x	NUM
cana-3672	70	29	vol	vol	NOUN
cana-3672	70	30	32	32	NUM
cana-3672	70	31	no	no	NOUN
cana-3672	70	32	.	.	PUNCT
cana-3672	71	1	8s	8s	PROPN
cana-3672	71	2	(	(	PUNCT
cana-3672	71	3	2025	2025	NUM
cana-3672	71	4	)	)	PUNCT
cana-3672	71	5	306	306	NUM
cana-3672	71	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3672	71	7	it	it	PRON
cana-3672	71	8	can	can	AUX
cana-3672	71	9	be	be	AUX
cana-3672	71	10	observed	observe	VERB
cana-3672	71	11	from	from	ADP
cana-3672	71	12	the	the	DET
cana-3672	71	13	fig	fig	NOUN
cana-3672	71	14	.	.	PUNCT
cana-3672	72	1	2	2	NUM
cana-3672	72	2	that	that	SCONJ
cana-3672	72	3	the	the	DET
cana-3672	72	4	increment	increment	NOUN
cana-3672	72	5	in	in	ADP
cana-3672	72	6	tensile	tensile	NOUN
cana-3672	72	7	strength	strength	NOUN
cana-3672	72	8	with	with	ADP
cana-3672	72	9	the	the	DET
cana-3672	72	10	increase	increase	NOUN
cana-3672	72	11	of	of	ADP
cana-3672	72	12	frequency	frequency	NOUN
cana-3672	72	13	of	of	ADP
cana-3672	72	14	both	both	CCONJ
cana-3672	72	15	electrode	electrode	NOUN
cana-3672	72	16	and	and	CCONJ
cana-3672	72	17	workpiece	workpiece	NOUN
cana-3672	72	18	.	.	PUNCT
cana-3672	73	1	however	however	ADV
cana-3672	73	2	,	,	PUNCT
cana-3672	73	3	the	the	DET
cana-3672	73	4	fig	fig	NOUN
cana-3672	73	5	.	.	PUNCT
cana-3672	74	1	2	2	NUM
cana-3672	74	2	(	(	PUNCT
cana-3672	74	3	b	b	NOUN
cana-3672	74	4	)	)	PUNCT
cana-3672	74	5	represents	represent	VERB
cana-3672	74	6	that	that	SCONJ
cana-3672	74	7	the	the	DET
cana-3672	74	8	increase	increase	NOUN
cana-3672	74	9	in	in	ADP
cana-3672	74	10	the	the	DET
cana-3672	74	11	tensile	tensile	NOUN
cana-3672	74	12	strength	strength	NOUN
cana-3672	74	13	is	be	AUX
cana-3672	74	14	higher	high	ADJ
cana-3672	74	15	for	for	ADP
cana-3672	74	16	the	the	DET
cana-3672	74	17	varying	vary	VERB
cana-3672	74	18	the	the	DET
cana-3672	74	19	workpiece	workpiece	NOUN
cana-3672	74	20	frequency	frequency	NOUN
cana-3672	74	21	than	than	ADP
cana-3672	74	22	the	the	DET
cana-3672	74	23	variation	variation	NOUN
cana-3672	74	24	made	make	VERB
cana-3672	74	25	in	in	ADP
cana-3672	74	26	the	the	DET
cana-3672	74	27	electrode	electrode	NOUN
cana-3672	74	28	.	.	PUNCT
cana-3672	75	1	the	the	DET
cana-3672	75	2	range	range	NOUN
cana-3672	75	3	of	of	ADP
cana-3672	75	4	frequencies	frequency	NOUN
cana-3672	75	5	are	be	AUX
cana-3672	75	6	found	find	VERB
cana-3672	75	7	far	far	ADV
cana-3672	75	8	higher	high	ADJ
cana-3672	75	9	in	in	ADP
cana-3672	75	10	the	the	DET
cana-3672	75	11	electrode	electrode	NOUN
cana-3672	75	12	than	than	ADP
cana-3672	75	13	the	the	DET
cana-3672	75	14	workpiece	workpiece	NOUN
cana-3672	75	15	and	and	CCONJ
cana-3672	75	16	the	the	DET
cana-3672	75	17	highest	high	ADJ
cana-3672	75	18	value	value	NOUN
cana-3672	75	19	of	of	ADP
cana-3672	75	20	tensile	tensile	NOUN
cana-3672	75	21	strength	strength	NOUN
cana-3672	75	22	is	be	AUX
cana-3672	75	23	observed	observe	VERB
cana-3672	75	24	at	at	ADP
cana-3672	75	25	772	772	NUM
cana-3672	75	26	mpa	mpa	NOUN
cana-3672	75	27	with	with	ADP
cana-3672	75	28	the	the	DET
cana-3672	75	29	variation	variation	NOUN
cana-3672	75	30	of	of	ADP
cana-3672	75	31	electrode	electrode	NOUN
cana-3672	75	32	frequency	frequency	NOUN
cana-3672	75	33	at	at	ADP
cana-3672	75	34	800	800	NUM
cana-3672	75	35	hz	hz	VERB
cana-3672	75	36	whereas	whereas	SCONJ
cana-3672	75	37	870	870	NUM
cana-3672	75	38	mpa	mpa	NOUN
cana-3672	75	39	is	be	AUX
cana-3672	75	40	shown	show	VERB
cana-3672	75	41	at	at	ADP
cana-3672	75	42	the	the	DET
cana-3672	75	43	frequency	frequency	NOUN
cana-3672	75	44	of	of	ADP
cana-3672	75	45	5.3	5.3	NUM
cana-3672	75	46	hz	hz	VERB
cana-3672	75	47	with	with	ADP
cana-3672	75	48	the	the	DET
cana-3672	75	49	variation	variation	NOUN
cana-3672	75	50	of	of	ADP
cana-3672	75	51	workpiece	workpiece	NOUN
cana-3672	75	52	[	[	X
cana-3672	75	53	17	17	NUM
cana-3672	75	54	]	]	SYM
cana-3672	75	55	.	.	PUNCT
cana-3672	76	1	3.2	3.2	NUM
cana-3672	76	2	.	.	PUNCT
cana-3672	77	1	hardness	hardness	PROPN
cana-3672	77	2	:	:	PUNCT
cana-3672	77	3	the	the	DET
cana-3672	77	4	variables	variable	NOUN
cana-3672	77	5	are	be	AUX
cana-3672	77	6	examined	examine	VERB
cana-3672	77	7	under	under	ADP
cana-3672	77	8	the	the	DET
cana-3672	77	9	algorithm	algorithm	NOUN
cana-3672	77	10	and	and	CCONJ
cana-3672	77	11	produces	produce	VERB
cana-3672	77	12	the	the	DET
cana-3672	77	13	results	result	NOUN
cana-3672	77	14	about	about	ADP
cana-3672	77	15	hardness	hardness	NOUN
cana-3672	77	16	strength	strength	NOUN
cana-3672	77	17	of	of	ADP
cana-3672	77	18	butt	butt	NOUN
cana-3672	77	19	joint	joint	NOUN
cana-3672	77	20	of	of	ADP
cana-3672	77	21	ss304	ss304	PROPN
cana-3672	77	22	.	.	PUNCT
cana-3672	78	1	it	it	PRON
cana-3672	78	2	is	be	AUX
cana-3672	78	3	given	give	VERB
cana-3672	78	4	that	that	SCONJ
cana-3672	78	5	the	the	DET
cana-3672	78	6	data	datum	NOUN
cana-3672	78	7	is	be	AUX
cana-3672	78	8	supplied	supply	VERB
cana-3672	78	9	for	for	ADP
cana-3672	78	10	different	different	ADJ
cana-3672	78	11	frequences	frequence	NOUN
cana-3672	78	12	of	of	ADP
cana-3672	78	13	the	the	DET
cana-3672	78	14	electrode	electrode	NOUN
cana-3672	78	15	,	,	PUNCT
cana-3672	78	16	workpiece	workpiece	NOUN
cana-3672	78	17	and	and	CCONJ
cana-3672	78	18	possible	possible	ADJ
cana-3672	78	19	improvement	improvement	NOUN
cana-3672	78	20	in	in	ADP
cana-3672	78	21	the	the	DET
cana-3672	78	22	hardness	hardness	NOUN
cana-3672	78	23	of	of	ADP
cana-3672	78	24	the	the	DET
cana-3672	78	25	weld	weld	NOUN
cana-3672	78	26	joint	joint	NOUN
cana-3672	78	27	is	be	AUX
cana-3672	78	28	displayed	display	VERB
cana-3672	78	29	by	by	ADP
cana-3672	78	30	the	the	DET
cana-3672	78	31	algorithm	algorithm	NOUN
cana-3672	78	32	.	.	PUNCT
cana-3672	79	1	the	the	DET
cana-3672	79	2	obtained	obtain	VERB
cana-3672	79	3	responses	response	NOUN
cana-3672	79	4	are	be	AUX
cana-3672	79	5	plotted	plot	VERB
cana-3672	79	6	and	and	CCONJ
cana-3672	79	7	represented	represent	VERB
cana-3672	79	8	in	in	ADP
cana-3672	79	9	the	the	DET
cana-3672	79	10	fig	fig	NOUN
cana-3672	79	11	.	.	PUNCT
cana-3672	80	1	3	3	X
cana-3672	80	2	.	.	X
cana-3672	80	3	the	the	DET
cana-3672	80	4	test	test	NOUN
cana-3672	80	5	is	be	AUX
cana-3672	80	6	performed	perform	VERB
cana-3672	80	7	on	on	ADP
cana-3672	80	8	brinell	brinell	PROPN
cana-3672	80	9	hardness	hardness	ADJ
cana-3672	80	10	tester	tester	NOUN
cana-3672	80	11	to	to	PART
cana-3672	80	12	validate	validate	VERB
cana-3672	80	13	the	the	DET
cana-3672	80	14	hardness	hardness	NOUN
cana-3672	80	15	of	of	ADP
cana-3672	80	16	the	the	DET
cana-3672	80	17	vibratory	vibratory	NOUN
cana-3672	80	18	welded	weld	VERB
cana-3672	80	19	specimens	specimen	NOUN
cana-3672	80	20	at	at	ADP
cana-3672	80	21	highest	high	ADJ
cana-3672	80	22	possible	possible	ADJ
cana-3672	80	23	enhancement	enhancement	NOUN
cana-3672	80	24	and	and	CCONJ
cana-3672	80	25	respective	respective	ADJ
cana-3672	80	26	decrement	decrement	NOUN
cana-3672	80	27	with	with	ADP
cana-3672	80	28	the	the	DET
cana-3672	80	29	further	further	ADJ
cana-3672	80	30	manipulation	manipulation	NOUN
cana-3672	80	31	of	of	ADP
cana-3672	80	32	the	the	DET
cana-3672	80	33	frequencies	frequency	NOUN
cana-3672	80	34	about	about	ADP
cana-3672	80	35	workpiece	workpiece	NOUN
cana-3672	80	36	and	and	CCONJ
cana-3672	80	37	electrode	electrode	NOUN
cana-3672	80	38	.	.	PUNCT
cana-3672	81	1	(	(	PUNCT
cana-3672	81	2	a	a	X
cana-3672	81	3	)	)	PUNCT
cana-3672	81	4	(	(	PUNCT
cana-3672	81	5	b	b	X
cana-3672	81	6	)	)	PUNCT
cana-3672	81	7	fig	fig	NOUN
cana-3672	81	8	.	.	PUNCT
cana-3672	82	1	3	3	X
cana-3672	82	2	.	.	X
cana-3672	82	3	hardness	hardness	NOUN
cana-3672	82	4	of	of	ADP
cana-3672	82	5	butt	butt	NOUN
cana-3672	82	6	joint	joint	ADJ
cana-3672	82	7	under	under	ADP
cana-3672	82	8	(	(	PUNCT
cana-3672	82	9	a	a	DET
cana-3672	82	10	)	)	PUNCT
cana-3672	82	11	electrode	electrode	NOUN
cana-3672	82	12	frequency	frequency	NOUN
cana-3672	82	13	(	(	PUNCT
cana-3672	82	14	b	b	NOUN
cana-3672	82	15	)	)	PUNCT
cana-3672	82	16	workpiece	workpiece	NOUN
cana-3672	82	17	frequency	frequency	NOUN
cana-3672	82	18	it	it	PRON
cana-3672	82	19	can	can	AUX
cana-3672	82	20	be	be	AUX
cana-3672	82	21	observed	observe	VERB
cana-3672	82	22	from	from	ADP
cana-3672	82	23	the	the	DET
cana-3672	82	24	fig	fig	NOUN
cana-3672	82	25	.	.	PUNCT
cana-3672	83	1	3	3	NUM
cana-3672	83	2	that	that	SCONJ
cana-3672	83	3	the	the	DET
cana-3672	83	4	increment	increment	NOUN
cana-3672	83	5	in	in	ADP
cana-3672	83	6	hardness	hardness	NOUN
cana-3672	83	7	with	with	ADP
cana-3672	83	8	the	the	DET
cana-3672	83	9	increase	increase	NOUN
cana-3672	83	10	of	of	ADP
cana-3672	83	11	frequency	frequency	NOUN
cana-3672	83	12	of	of	ADP
cana-3672	83	13	both	both	CCONJ
cana-3672	83	14	electrode	electrode	NOUN
cana-3672	83	15	and	and	CCONJ
cana-3672	83	16	workpiece	workpiece	NOUN
cana-3672	83	17	.	.	PUNCT
cana-3672	84	1	however	however	ADV
cana-3672	84	2	,	,	PUNCT
cana-3672	84	3	the	the	DET
cana-3672	84	4	fig	fig	NOUN
cana-3672	84	5	.	.	PUNCT
cana-3672	85	1	3	3	NUM
cana-3672	85	2	(	(	PUNCT
cana-3672	85	3	b	b	NOUN
cana-3672	85	4	)	)	PUNCT
cana-3672	85	5	represents	represent	VERB
cana-3672	85	6	that	that	SCONJ
cana-3672	85	7	the	the	DET
cana-3672	85	8	increase	increase	NOUN
cana-3672	85	9	in	in	ADP
cana-3672	85	10	the	the	DET
cana-3672	85	11	hardness	hardness	NOUN
cana-3672	85	12	is	be	AUX
cana-3672	85	13	higher	high	ADJ
cana-3672	85	14	for	for	ADP
cana-3672	85	15	the	the	DET
cana-3672	85	16	varying	vary	VERB
cana-3672	85	17	the	the	DET
cana-3672	85	18	workpiece	workpiece	NOUN
cana-3672	85	19	frequency	frequency	NOUN
cana-3672	85	20	than	than	ADP
cana-3672	85	21	the	the	DET
cana-3672	85	22	variation	variation	NOUN
cana-3672	85	23	made	make	VERB
cana-3672	85	24	in	in	ADP
cana-3672	85	25	the	the	DET
cana-3672	85	26	electrode	electrode	NOUN
cana-3672	85	27	.	.	PUNCT
cana-3672	86	1	the	the	DET
cana-3672	86	2	range	range	NOUN
cana-3672	86	3	of	of	ADP
cana-3672	86	4	frequencies	frequency	NOUN
cana-3672	86	5	are	be	AUX
cana-3672	86	6	found	find	VERB
cana-3672	86	7	far	far	ADV
cana-3672	86	8	higher	high	ADJ
cana-3672	86	9	in	in	ADP
cana-3672	86	10	the	the	DET
cana-3672	86	11	electrode	electrode	NOUN
cana-3672	86	12	than	than	ADP
cana-3672	86	13	the	the	DET
cana-3672	86	14	workpiece	workpiece	NOUN
cana-3672	86	15	and	and	CCONJ
cana-3672	86	16	the	the	DET
cana-3672	86	17	highest	high	ADJ
cana-3672	86	18	value	value	NOUN
cana-3672	86	19	of	of	ADP
cana-3672	86	20	hardness	hardness	NOUN
cana-3672	86	21	is	be	AUX
cana-3672	86	22	observed	observe	VERB
cana-3672	86	23	at	at	ADP
cana-3672	86	24	213bhn	213bhn	NUM
cana-3672	86	25	with	with	SCONJ
cana-3672	86	26	the	the	DET
cana-3672	86	27	variation	variation	NOUN
cana-3672	86	28	of	of	ADP
cana-3672	86	29	electrode	electrode	NOUN
cana-3672	86	30	frequency	frequency	NOUN
cana-3672	86	31	at	at	ADP
cana-3672	86	32	5.3	5.3	NUM
cana-3672	86	33	hz	hz	NOUN
cana-3672	86	34	whereas	whereas	SCONJ
cana-3672	86	35	223	223	NUM
cana-3672	86	36	bhn	bhn	NOUN
cana-3672	86	37	is	be	AUX
cana-3672	86	38	shown	show	VERB
cana-3672	86	39	at	at	ADP
cana-3672	86	40	the	the	DET
cana-3672	86	41	frequency	frequency	NOUN
cana-3672	86	42	of	of	ADP
cana-3672	86	43	5.3	5.3	NUM
cana-3672	86	44	hz	hz	VERB
cana-3672	86	45	with	with	ADP
cana-3672	86	46	the	the	DET
cana-3672	86	47	variation	variation	NOUN
cana-3672	86	48	of	of	ADP
cana-3672	86	49	workpiece	workpiece	NOUN
cana-3672	86	50	[	[	X
cana-3672	86	51	18	18	NUM
cana-3672	86	52	]	]	PUNCT
cana-3672	86	53	.	.	PUNCT
cana-3672	87	1	4	4	X
cana-3672	87	2	.	.	NUM
cana-3672	87	3	microstructural	microstructural	ADJ
cana-3672	87	4	characterization	characterization	NOUN
cana-3672	87	5	:	:	PUNCT
cana-3672	87	6	the	the	DET
cana-3672	87	7	characterization	characterization	NOUN
cana-3672	87	8	tests	test	NOUN
cana-3672	87	9	are	be	AUX
cana-3672	87	10	performed	perform	VERB
cana-3672	87	11	over	over	ADP
cana-3672	87	12	the	the	DET
cana-3672	87	13	samples	sample	NOUN
cana-3672	87	14	which	which	PRON
cana-3672	87	15	are	be	AUX
cana-3672	87	16	experimentally	experimentally	ADV
cana-3672	87	17	validated	validate	VERB
cana-3672	87	18	by	by	ADP
cana-3672	87	19	implementing	implement	VERB
cana-3672	87	20	the	the	DET
cana-3672	87	21	results	result	NOUN
cana-3672	87	22	from	from	ADP
cana-3672	87	23	the	the	DET
cana-3672	87	24	machine	machine	NOUN
cana-3672	87	25	learning	learning	NOUN
cana-3672	87	26	algorithm	algorithm	NOUN
cana-3672	87	27	.	.	PUNCT
cana-3672	88	1	the	the	DET
cana-3672	88	2	samples	sample	NOUN
cana-3672	88	3	are	be	AUX
cana-3672	88	4	made	make	VERB
cana-3672	88	5	according	accord	VERB
cana-3672	88	6	to	to	ADP
cana-3672	88	7	the	the	DET
cana-3672	88	8	astm	astm	PROPN
cana-3672	88	9	standards	standard	NOUN
cana-3672	88	10	and	and	CCONJ
cana-3672	88	11	observed	observe	VERB
cana-3672	88	12	the	the	DET
cana-3672	88	13	results	result	NOUN
cana-3672	88	14	with	with	ADP
cana-3672	88	15	the	the	DET
cana-3672	88	16	error	error	NOUN
cana-3672	88	17	rate	rate	NOUN
cana-3672	88	18	of	of	ADP
cana-3672	88	19	5	5	NUM
cana-3672	88	20	%	%	NOUN
cana-3672	88	21	for	for	ADP
cana-3672	88	22	both	both	CCONJ
cana-3672	88	23	the	the	DET
cana-3672	88	24	frequencies	frequency	NOUN
cana-3672	88	25	manipulated	manipulate	VERB
cana-3672	88	26	to	to	ADP
cana-3672	88	27	the	the	DET
cana-3672	88	28	electrode	electrode	NOUN
cana-3672	88	29	,	,	PUNCT
cana-3672	88	30	workpiece	workpiece	NOUN
cana-3672	88	31	.	.	PUNCT
cana-3672	89	1	the	the	DET
cana-3672	89	2	microstructure	microstructure	NOUN
cana-3672	89	3	at	at	ADP
cana-3672	89	4	the	the	DET
cana-3672	89	5	welded	weld	VERB
cana-3672	89	6	zone	zone	NOUN
cana-3672	89	7	for	for	ADP
cana-3672	89	8	tensile	tensile	NOUN
cana-3672	89	9	strength	strength	NOUN
cana-3672	89	10	,	,	PUNCT
cana-3672	89	11	hardness	hardness	NOUN
cana-3672	89	12	tested	test	VERB
cana-3672	89	13	samples	sample	NOUN
cana-3672	89	14	are	be	AUX
cana-3672	89	15	characterized	characterize	VERB
cana-3672	89	16	through	through	ADP
cana-3672	89	17	sem	sem	ADJ
cana-3672	89	18	analysis	analysis	NOUN
cana-3672	89	19	.	.	PUNCT
cana-3672	90	1	etching	etch	VERB
cana-3672	90	2	process	process	NOUN
cana-3672	90	3	is	be	AUX
cana-3672	90	4	performed	perform	VERB
cana-3672	90	5	by	by	ADP
cana-3672	90	6	using	use	VERB
cana-3672	90	7	5	5	NUM
cana-3672	90	8	%	%	NOUN
cana-3672	90	9	nital	nital	ADJ
cana-3672	90	10	reagent	reagent	NOUN
cana-3672	90	11	{	{	PUNCT
cana-3672	90	12	hno3	hno3	NOUN
cana-3672	90	13	(	(	PUNCT
cana-3672	90	14	5ml	5ml	NOUN
cana-3672	90	15	)	)	PUNCT
cana-3672	91	1	+	+	CCONJ
cana-3672	91	2	ethyl	ethyl	PROPN
cana-3672	91	3	alcohol	alcohol	PROPN
cana-3672	91	4	(	(	PUNCT
cana-3672	91	5	100ml	100ml	NOUN
cana-3672	91	6	)	)	PUNCT
cana-3672	91	7	}	}	PUNCT
cana-3672	91	8	over	over	ADP
cana-3672	91	9	these	these	DET
cana-3672	91	10	samples	sample	NOUN
cana-3672	91	11	in	in	ADP
cana-3672	91	12	order	order	NOUN
cana-3672	91	13	to	to	PART
cana-3672	91	14	remove	remove	VERB
cana-3672	91	15	the	the	DET
cana-3672	91	16	blackspots	blackspot	NOUN
cana-3672	91	17	and	and	CCONJ
cana-3672	91	18	smoky	smoky	ADJ
cana-3672	91	19	layer	layer	NOUN
cana-3672	91	20	created	create	VERB
cana-3672	91	21	over	over	ADP
cana-3672	91	22	the	the	DET
cana-3672	91	23	weld	weld	NOUN
cana-3672	91	24	zone	zone	NOUN
cana-3672	91	25	during	during	ADP
cana-3672	91	26	the	the	DET
cana-3672	91	27	gmaw	gmaw	NOUN
cana-3672	91	28	process	process	NOUN
cana-3672	91	29	.	.	PUNCT
cana-3672	92	1	it	it	PRON
cana-3672	92	2	can	can	AUX
cana-3672	92	3	be	be	AUX
cana-3672	92	4	communications	communication	NOUN
cana-3672	92	5	on	on	ADP
cana-3672	92	6	applied	apply	VERB
cana-3672	92	7	nonlinear	nonlinear	ADJ
cana-3672	92	8	analysis	analysis	NOUN
cana-3672	92	9	issn	issn	NOUN
cana-3672	92	10	:	:	PUNCT
cana-3672	92	11	1074	1074	NUM
cana-3672	92	12	-	-	PUNCT
cana-3672	92	13	133x	133x	NUM
cana-3672	92	14	vol	vol	NOUN
cana-3672	92	15	32	32	NUM
cana-3672	92	16	no	no	NOUN
cana-3672	92	17	.	.	PUNCT
cana-3672	93	1	8s	8s	PROPN
cana-3672	93	2	(	(	PUNCT
cana-3672	93	3	2025	2025	NUM
cana-3672	93	4	)	)	PUNCT
cana-3672	93	5	307	307	NUM
cana-3672	93	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3672	93	7	observed	observe	VERB
cana-3672	93	8	from	from	ADP
cana-3672	93	9	the	the	DET
cana-3672	93	10	fig	fig	NOUN
cana-3672	93	11	.	.	PUNCT
cana-3672	94	1	4	4	NUM
cana-3672	94	2	(	(	PUNCT
cana-3672	94	3	a	a	NOUN
cana-3672	94	4	)	)	PUNCT
cana-3672	94	5	that	that	SCONJ
cana-3672	94	6	the	the	DET
cana-3672	94	7	equal	equal	ADJ
cana-3672	94	8	distribution	distribution	NOUN
cana-3672	94	9	of	of	ADP
cana-3672	94	10	filler	filler	NOUN
cana-3672	94	11	material	material	NOUN
cana-3672	94	12	into	into	ADP
cana-3672	94	13	the	the	DET
cana-3672	94	14	weld	weld	NOUN
cana-3672	94	15	zone	zone	NOUN
cana-3672	94	16	made	make	VERB
cana-3672	94	17	through	through	ADP
cana-3672	94	18	gmaw	gmaw	NOUN
cana-3672	94	19	process	process	NOUN
cana-3672	94	20	with	with	ADP
cana-3672	94	21	the	the	DET
cana-3672	94	22	assistance	assistance	NOUN
cana-3672	94	23	of	of	ADP
cana-3672	94	24	vibratory	vibratory	ADJ
cana-3672	94	25	treatment	treatment	NOUN
cana-3672	94	26	.	.	PUNCT
cana-3672	95	1	(	(	PUNCT
cana-3672	95	2	a	a	X
cana-3672	95	3	)	)	PUNCT
cana-3672	95	4	(	(	PUNCT
cana-3672	95	5	b	b	X
cana-3672	95	6	)	)	PUNCT
cana-3672	95	7	(	(	PUNCT
cana-3672	95	8	c	c	X
cana-3672	95	9	)	)	PUNCT
cana-3672	95	10	(	(	PUNCT
cana-3672	95	11	d	d	X
cana-3672	95	12	)	)	PUNCT
cana-3672	95	13	fig	fig	NOUN
cana-3672	95	14	.	.	PUNCT
cana-3672	96	1	4	4	X
cana-3672	96	2	.	.	X
cana-3672	96	3	microstructures	microstructure	NOUN
cana-3672	96	4	at	at	ADP
cana-3672	96	5	various	various	ADJ
cana-3672	96	6	vibratory	vibratory	ADJ
cana-3672	96	7	weld	weld	NOUN
cana-3672	96	8	conditions	condition	NOUN
cana-3672	96	9	(	(	PUNCT
cana-3672	96	10	a	a	DET
cana-3672	96	11	)	)	PUNCT
cana-3672	96	12	tensile	tensile	NOUN
cana-3672	96	13	strength	strength	NOUN
cana-3672	96	14	at	at	ADP
cana-3672	96	15	800	800	NUM
cana-3672	96	16	hz	hz	VERB
cana-3672	96	17	with	with	ADP
cana-3672	96	18	electrode	electrode	NOUN
cana-3672	96	19	vibration	vibration	NOUN
cana-3672	96	20	(	(	PUNCT
cana-3672	96	21	b	b	NOUN
cana-3672	96	22	)	)	PUNCT
cana-3672	96	23	tensile	tensile	NOUN
cana-3672	96	24	strength	strength	NOUN
cana-3672	96	25	at	at	ADP
cana-3672	96	26	5.3	5.3	NUM
cana-3672	96	27	hz	hz	VERB
cana-3672	96	28	with	with	ADP
cana-3672	96	29	workpiece	workpiece	NOUN
cana-3672	96	30	vibration	vibration	NOUN
cana-3672	96	31	(	(	PUNCT
cana-3672	96	32	c	c	X
cana-3672	96	33	)	)	PUNCT
cana-3672	96	34	hardness	hardness	NOUN
cana-3672	96	35	at	at	ADP
cana-3672	96	36	5.3	5.3	NUM
cana-3672	96	37	hz	hz	VERB
cana-3672	96	38	with	with	ADP
cana-3672	96	39	electrode	electrode	NOUN
cana-3672	96	40	vibration	vibration	NOUN
cana-3672	96	41	(	(	PUNCT
cana-3672	96	42	d	d	NOUN
cana-3672	96	43	)	)	PUNCT
cana-3672	96	44	hardness	hardness	NOUN
cana-3672	96	45	at	at	ADP
cana-3672	96	46	5.3	5.3	NUM
cana-3672	96	47	hz	hz	VERB
cana-3672	96	48	with	with	ADP
cana-3672	96	49	workpiece	workpiece	NOUN
cana-3672	96	50	vibration	vibration	NOUN
cana-3672	96	51	the	the	DET
cana-3672	96	52	effect	effect	NOUN
cana-3672	96	53	of	of	ADP
cana-3672	96	54	the	the	DET
cana-3672	96	55	higher	high	ADJ
cana-3672	96	56	frequencies	frequency	NOUN
cana-3672	96	57	employed	employ	VERB
cana-3672	96	58	during	during	ADP
cana-3672	96	59	the	the	DET
cana-3672	96	60	welding	welding	NOUN
cana-3672	96	61	process	process	NOUN
cana-3672	96	62	is	be	AUX
cana-3672	96	63	clearly	clearly	ADV
cana-3672	96	64	appeared	appear	VERB
cana-3672	96	65	in	in	ADP
cana-3672	96	66	the	the	DET
cana-3672	96	67	samples	sample	NOUN
cana-3672	96	68	shown	show	VERB
cana-3672	96	69	in	in	ADP
cana-3672	96	70	the	the	DET
cana-3672	96	71	fig	fig	NOUN
cana-3672	96	72	.	.	PUNCT
cana-3672	97	1	4	4	NUM
cana-3672	97	2	(	(	PUNCT
cana-3672	97	3	a)-(b	a)-(b	NOUN
cana-3672	97	4	)	)	PUNCT
cana-3672	97	5	with	with	ADP
cana-3672	97	6	the	the	DET
cana-3672	97	7	better	well	ADJ
cana-3672	97	8	distribution	distribution	NOUN
cana-3672	97	9	at	at	ADP
cana-3672	97	10	uniform	uniform	ADJ
cana-3672	97	11	rate	rate	NOUN
cana-3672	97	12	whereas	whereas	SCONJ
cana-3672	97	13	the	the	DET
cana-3672	97	14	spurring	spurring	NOUN
cana-3672	97	15	of	of	ADP
cana-3672	97	16	filler	filler	NOUN
cana-3672	97	17	material	material	NOUN
cana-3672	97	18	with	with	ADP
cana-3672	97	19	the	the	DET
cana-3672	97	20	excessive	excessive	ADJ
cana-3672	97	21	vibration	vibration	NOUN
cana-3672	97	22	might	might	AUX
cana-3672	97	23	reduce	reduce	VERB
cana-3672	97	24	the	the	DET
cana-3672	97	25	tensile	tensile	NOUN
cana-3672	97	26	strength	strength	NOUN
cana-3672	97	27	in	in	ADP
cana-3672	97	28	the	the	DET
cana-3672	97	29	sample	sample	NOUN
cana-3672	97	30	than	than	ADP
cana-3672	97	31	the	the	DET
cana-3672	97	32	lower	low	ADJ
cana-3672	97	33	frequencies	frequency	NOUN
cana-3672	97	34	with	with	ADP
cana-3672	97	35	the	the	DET
cana-3672	97	36	vibration	vibration	NOUN
cana-3672	97	37	of	of	ADP
cana-3672	97	38	workpiece	workpiece	NOUN
cana-3672	97	39	.	.	PUNCT
cana-3672	98	1	it	it	PRON
cana-3672	98	2	is	be	AUX
cana-3672	98	3	expected	expect	VERB
cana-3672	98	4	that	that	SCONJ
cana-3672	98	5	the	the	DET
cana-3672	98	6	agitation	agitation	NOUN
cana-3672	98	7	of	of	ADP
cana-3672	98	8	weldments	weldment	NOUN
cana-3672	98	9	in	in	ADP
cana-3672	98	10	the	the	DET
cana-3672	98	11	weld	weld	NOUN
cana-3672	98	12	pool	pool	NOUN
cana-3672	98	13	can	can	AUX
cana-3672	98	14	influence	influence	VERB
cana-3672	98	15	the	the	DET
cana-3672	98	16	solidification	solidification	NOUN
cana-3672	98	17	process	process	NOUN
cana-3672	98	18	[	[	X
cana-3672	98	19	19	19	NUM
cana-3672	98	20	-	-	SYM
cana-3672	98	21	21	21	NUM
cana-3672	98	22	]	]	PUNCT
cana-3672	98	23	.	.	PUNCT
cana-3672	99	1	fig	fig	NOUN
cana-3672	99	2	.	.	PUNCT
cana-3672	100	1	4	4	NUM
cana-3672	100	2	(	(	PUNCT
cana-3672	100	3	c)-(d	c)-(d	NOUN
cana-3672	100	4	)	)	PUNCT
cana-3672	100	5	represents	represent	VERB
cana-3672	100	6	the	the	DET
cana-3672	100	7	hardness	hardness	NOUN
cana-3672	100	8	tested	test	VERB
cana-3672	100	9	samples	sample	NOUN
cana-3672	100	10	made	make	VERB
cana-3672	100	11	from	from	ADP
cana-3672	100	12	gmaw	gmaw	NOUN
cana-3672	100	13	process	process	NOUN
cana-3672	100	14	with	with	ADP
cana-3672	100	15	vibration	vibration	NOUN
cana-3672	100	16	acceleration	acceleration	NOUN
cana-3672	100	17	of	of	ADP
cana-3672	100	18	5.3	5.3	NUM
cana-3672	100	19	hz	hz	NOUN
cana-3672	100	20	for	for	ADP
cana-3672	100	21	the	the	DET
cana-3672	100	22	electrode	electrode	NOUN
cana-3672	100	23	and	and	CCONJ
cana-3672	100	24	workpiece	workpiece	NOUN
cana-3672	100	25	frequencies	frequency	NOUN
cana-3672	100	26	individually	individually	ADV
cana-3672	100	27	.	.	PUNCT
cana-3672	101	1	the	the	DET
cana-3672	101	2	improvements	improvement	NOUN
cana-3672	101	3	achieved	achieve	VERB
cana-3672	101	4	in	in	ADP
cana-3672	101	5	the	the	DET
cana-3672	101	6	effective	effective	ADJ
cana-3672	101	7	distribution	distribution	NOUN
cana-3672	101	8	of	of	ADP
cana-3672	101	9	filler	filler	NOUN
cana-3672	101	10	material	material	NOUN
cana-3672	101	11	along	along	ADP
cana-3672	101	12	with	with	ADP
cana-3672	101	13	the	the	DET
cana-3672	101	14	base	base	NOUN
cana-3672	101	15	metal	metal	NOUN
cana-3672	101	16	at	at	ADP
cana-3672	101	17	the	the	DET
cana-3672	101	18	welded	weld	VERB
cana-3672	101	19	zone	zone	NOUN
cana-3672	101	20	[	[	X
cana-3672	101	21	22	22	NUM
cana-3672	101	22	]	]	PUNCT
cana-3672	101	23	.	.	PUNCT
cana-3672	102	1	the	the	DET
cana-3672	102	2	broken	broken	ADJ
cana-3672	102	3	dendritic	dendritic	ADJ
cana-3672	102	4	structure	structure	NOUN
cana-3672	102	5	during	during	ADP
cana-3672	102	6	the	the	DET
cana-3672	102	7	hardness	hardness	NOUN
cana-3672	102	8	test	test	NOUN
cana-3672	102	9	is	be	AUX
cana-3672	102	10	clearly	clearly	ADV
cana-3672	102	11	appearing	appear	VERB
cana-3672	102	12	by	by	ADP
cana-3672	102	13	the	the	DET
cana-3672	102	14	increased	increase	VERB
cana-3672	102	15	distribution	distribution	NOUN
cana-3672	102	16	of	of	ADP
cana-3672	102	17	the	the	DET
cana-3672	102	18	solidified	solidify	VERB
cana-3672	102	19	liquid	liquid	NOUN
cana-3672	102	20	of	of	ADP
cana-3672	102	21	the	the	DET
cana-3672	102	22	fillet	fillet	PROPN
cana-3672	102	23	metal	metal	NOUN
cana-3672	102	24	.	.	PUNCT
cana-3672	103	1	however	however	ADV
cana-3672	103	2	,	,	PUNCT
cana-3672	103	3	the	the	DET
cana-3672	103	4	increase	increase	NOUN
cana-3672	103	5	of	of	ADP
cana-3672	103	6	vibration	vibration	NOUN
cana-3672	103	7	is	be	AUX
cana-3672	103	8	further	far	ADV
cana-3672	103	9	vibrated	vibrate	VERB
cana-3672	103	10	the	the	DET
cana-3672	103	11	liquid	liquid	ADJ
cana-3672	103	12	metal	metal	NOUN
cana-3672	103	13	and	and	CCONJ
cana-3672	103	14	contributed	contribute	VERB
cana-3672	103	15	to	to	ADP
cana-3672	103	16	the	the	DET
cana-3672	103	17	rate	rate	NOUN
cana-3672	103	18	of	of	ADP
cana-3672	103	19	liquid	liquid	ADJ
cana-3672	103	20	superheat	superheat	NOUN
cana-3672	103	21	which	which	PRON
cana-3672	103	22	is	be	AUX
cana-3672	103	23	generated	generate	VERB
cana-3672	103	24	from	from	ADP
cana-3672	103	25	the	the	DET
cana-3672	103	26	welding	welding	NOUN
cana-3672	103	27	heat	heat	NOUN
cana-3672	103	28	[	[	X
cana-3672	103	29	23,24	23,24	NOUN
cana-3672	103	30	]	]	PUNCT
cana-3672	103	31	.	.	PUNCT
cana-3672	104	1	communications	communication	NOUN
cana-3672	104	2	on	on	ADP
cana-3672	104	3	applied	apply	VERB
cana-3672	104	4	nonlinear	nonlinear	ADJ
cana-3672	104	5	analysis	analysis	NOUN
cana-3672	104	6	issn	issn	NOUN
cana-3672	104	7	:	:	PUNCT
cana-3672	104	8	1074	1074	NUM
cana-3672	104	9	-	-	PUNCT
cana-3672	104	10	133x	133x	NUM
cana-3672	104	11	vol	vol	NOUN
cana-3672	104	12	32	32	NUM
cana-3672	104	13	no	no	NOUN
cana-3672	104	14	.	.	PUNCT
cana-3672	105	1	8s	8s	PROPN
cana-3672	105	2	(	(	PUNCT
cana-3672	105	3	2025	2025	NUM
cana-3672	105	4	)	)	PUNCT
cana-3672	105	5	308	308	NUM
cana-3672	105	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3672	105	7	5	5	NUM
cana-3672	105	8	.	.	X
cana-3672	105	9	conclusion	conclusion	NOUN
cana-3672	105	10	:	:	PUNCT
cana-3672	105	11	the	the	DET
cana-3672	105	12	research	research	NOUN
cana-3672	105	13	is	be	AUX
cana-3672	105	14	aimed	aim	VERB
cana-3672	105	15	to	to	PART
cana-3672	105	16	identify	identify	VERB
cana-3672	105	17	optimal	optimal	ADJ
cana-3672	105	18	setting	setting	NOUN
cana-3672	105	19	of	of	ADP
cana-3672	105	20	parameters	parameter	NOUN
cana-3672	105	21	among	among	ADP
cana-3672	105	22	frequency	frequency	NOUN
cana-3672	105	23	of	of	ADP
cana-3672	105	24	workpiece	workpiece	NOUN
cana-3672	105	25	,	,	PUNCT
cana-3672	105	26	electrode	electrode	NOUN
cana-3672	105	27	at	at	ADP
cana-3672	105	28	different	different	ADJ
cana-3672	105	29	power	power	NOUN
cana-3672	105	30	inputs	input	NOUN
cana-3672	105	31	through	through	ADP
cana-3672	105	32	machine	machine	NOUN
cana-3672	105	33	learning	learn	VERB
cana-3672	105	34	approach	approach	NOUN
cana-3672	105	35	for	for	ADP
cana-3672	105	36	the	the	DET
cana-3672	105	37	welding	welding	NOUN
cana-3672	105	38	of	of	ADP
cana-3672	105	39	ss304	ss304	PROPN
cana-3672	105	40	in	in	ADP
cana-3672	105	41	the	the	DET
cana-3672	105	42	gas	gas	NOUN
cana-3672	105	43	metal	metal	NOUN
cana-3672	105	44	arc	arc	NOUN
cana-3672	105	45	welding	welding	NOUN
cana-3672	105	46	(	(	PUNCT
cana-3672	105	47	gmaw	gmaw	NOUN
cana-3672	105	48	)	)	PUNCT
cana-3672	105	49	process	process	NOUN
cana-3672	105	50	.	.	PUNCT
cana-3672	106	1	•	•	NOUN
cana-3672	106	2	the	the	DET
cana-3672	106	3	experiments	experiment	NOUN
cana-3672	106	4	were	be	AUX
cana-3672	106	5	designed	design	VERB
cana-3672	106	6	to	to	PART
cana-3672	106	7	run	run	VERB
cana-3672	106	8	under	under	ADP
cana-3672	106	9	different	different	ADJ
cana-3672	106	10	levels	level	NOUN
cana-3672	106	11	and	and	CCONJ
cana-3672	106	12	the	the	DET
cana-3672	106	13	response	response	NOUN
cana-3672	106	14	in	in	ADP
cana-3672	106	15	the	the	DET
cana-3672	106	16	improvement	improvement	NOUN
cana-3672	106	17	of	of	ADP
cana-3672	106	18	weld	weld	NOUN
cana-3672	106	19	strength	strength	NOUN
cana-3672	106	20	is	be	AUX
cana-3672	106	21	recorded	record	VERB
cana-3672	106	22	in	in	ADP
cana-3672	106	23	terms	term	NOUN
cana-3672	106	24	of	of	ADP
cana-3672	106	25	mechanical	mechanical	ADJ
cana-3672	106	26	properties	property	NOUN
cana-3672	106	27	.	.	PUNCT
cana-3672	107	1	•	•	NUM
cana-3672	107	2	the	the	DET
cana-3672	107	3	variation	variation	NOUN
cana-3672	107	4	in	in	ADP
cana-3672	107	5	properties	property	NOUN
cana-3672	107	6	such	such	ADJ
cana-3672	107	7	as	as	ADP
cana-3672	107	8	tensile	tensile	NOUN
cana-3672	107	9	strength	strength	NOUN
cana-3672	107	10	,	,	PUNCT
cana-3672	107	11	yield	yield	NOUN
cana-3672	107	12	strength	strength	NOUN
cana-3672	107	13	,	,	PUNCT
cana-3672	107	14	flexural	flexural	ADJ
cana-3672	107	15	strength	strength	NOUN
cana-3672	107	16	,	,	PUNCT
cana-3672	107	17	hardness	hardness	NOUN
cana-3672	107	18	is	be	AUX
cana-3672	107	19	observed	observe	VERB
cana-3672	107	20	at	at	ADP
cana-3672	107	21	different	different	ADJ
cana-3672	107	22	frequencies	frequency	NOUN
cana-3672	107	23	and	and	CCONJ
cana-3672	107	24	aimed	aim	VERB
cana-3672	107	25	to	to	PART
cana-3672	107	26	find	find	VERB
cana-3672	107	27	the	the	DET
cana-3672	107	28	pareto	pareto	ADJ
cana-3672	107	29	optimal	optimal	ADJ
cana-3672	107	30	point	point	NOUN
cana-3672	107	31	to	to	PART
cana-3672	107	32	attain	attain	VERB
cana-3672	107	33	maximum	maximum	ADJ
cana-3672	107	34	enhancement	enhancement	NOUN
cana-3672	107	35	in	in	ADP
cana-3672	107	36	the	the	DET
cana-3672	107	37	weld	weld	NOUN
cana-3672	107	38	strength	strength	NOUN
cana-3672	107	39	.	.	PUNCT
cana-3672	108	1	•	•	NUM
cana-3672	108	2	experimental	experimental	ADJ
cana-3672	108	3	investigations	investigation	NOUN
cana-3672	108	4	are	be	AUX
cana-3672	108	5	performed	perform	VERB
cana-3672	108	6	by	by	ADP
cana-3672	108	7	selecting	select	VERB
cana-3672	108	8	the	the	DET
cana-3672	108	9	parameter	parameter	NOUN
cana-3672	108	10	set	set	VERB
cana-3672	108	11	at	at	ADP
cana-3672	108	12	where	where	SCONJ
cana-3672	108	13	the	the	DET
cana-3672	108	14	maximum	maximum	ADJ
cana-3672	108	15	enhancement	enhancement	NOUN
cana-3672	108	16	is	be	AUX
cana-3672	108	17	shown	show	VERB
cana-3672	108	18	followed	follow	VERB
cana-3672	108	19	with	with	ADP
cana-3672	108	20	the	the	DET
cana-3672	108	21	possible	possible	ADJ
cana-3672	108	22	reduction	reduction	NOUN
cana-3672	108	23	at	at	ADP
cana-3672	108	24	further	further	ADJ
cana-3672	108	25	increase	increase	NOUN
cana-3672	108	26	of	of	ADP
cana-3672	108	27	frequency	frequency	NOUN
cana-3672	108	28	on	on	ADP
cana-3672	108	29	different	different	ADJ
cana-3672	108	30	properties	property	NOUN
cana-3672	108	31	.	.	PUNCT
cana-3672	109	1	•	•	NUM
cana-3672	109	2	the	the	DET
cana-3672	109	3	rate	rate	NOUN
cana-3672	109	4	of	of	ADP
cana-3672	109	5	deviation	deviation	NOUN
cana-3672	109	6	is	be	AUX
cana-3672	109	7	found	find	VERB
cana-3672	109	8	at	at	ADP
cana-3672	109	9	the	the	DET
cana-3672	109	10	average	average	NOUN
cana-3672	109	11	of	of	ADP
cana-3672	109	12	7.34	7.34	NUM
cana-3672	109	13	%	%	NOUN
cana-3672	109	14	for	for	ADP
cana-3672	109	15	all	all	DET
cana-3672	109	16	mechanical	mechanical	ADJ
cana-3672	109	17	properties	property	NOUN
cana-3672	109	18	and	and	CCONJ
cana-3672	109	19	paretooptimal	paretooptimal	ADJ
cana-3672	109	20	solution	solution	NOUN
cana-3672	109	21	is	be	AUX
cana-3672	109	22	with	with	ADP
cana-3672	109	23	5	5	NUM
cana-3672	109	24	%	%	NOUN
cana-3672	109	25	.	.	PUNCT
cana-3672	110	1	•	•	NUM
cana-3672	110	2	characterization	characterization	NOUN
cana-3672	110	3	through	through	ADP
cana-3672	110	4	sem	sem	ADJ
cana-3672	110	5	analysis	analysis	NOUN
cana-3672	110	6	is	be	AUX
cana-3672	110	7	performed	perform	VERB
cana-3672	110	8	to	to	PART
cana-3672	110	9	analyze	analyze	VERB
cana-3672	110	10	the	the	DET
cana-3672	110	11	grain	grain	NOUN
cana-3672	110	12	refinement	refinement	NOUN
cana-3672	110	13	to	to	PART
cana-3672	110	14	improve	improve	VERB
cana-3672	110	15	weld	weld	NOUN
cana-3672	110	16	strength	strength	NOUN
cana-3672	110	17	at	at	ADP
cana-3672	110	18	pareto	pareto	ADJ
cana-3672	110	19	-	-	PUNCT
cana-3672	110	20	optimal	optimal	ADJ
cana-3672	110	21	set	set	NOUN
cana-3672	110	22	and	and	CCONJ
cana-3672	110	23	the	the	DET
cana-3672	110	24	evidence	evidence	NOUN
cana-3672	110	25	is	be	AUX
cana-3672	110	26	recorded	record	VERB
cana-3672	110	27	.	.	PUNCT
cana-3672	111	1	references	reference	NOUN
cana-3672	111	2	:	:	PUNCT
cana-3672	112	1	[	[	X
cana-3672	112	2	1	1	NUM
cana-3672	112	3	]	]	X
cana-3672	112	4	govindarao	govindarao	NOUN
cana-3672	112	5	,	,	PUNCT
cana-3672	112	6	p.	p.	PROPN
cana-3672	112	7	,	,	PUNCT
cana-3672	112	8	p.	p.	PROPN
cana-3672	112	9	srinivasarao	srinivasarao	PROPN
cana-3672	112	10	,	,	PUNCT
cana-3672	112	11	a.	a.	NOUN
cana-3672	112	12	gopalakrishna	gopalakrishna	PROPN
cana-3672	112	13	,	,	PUNCT
cana-3672	112	14	and	and	CCONJ
cana-3672	112	15	m.	m.	NOUN
cana-3672	112	16	sarkar	sarkar	PROPN
cana-3672	112	17	.	.	PUNCT
cana-3672	113	1	"	"	PUNCT
cana-3672	113	2	affect	affect	VERB
cana-3672	113	3	of	of	ADP
cana-3672	113	4	vibratory	vibratory	ADJ
cana-3672	113	5	welding	welding	NOUN
cana-3672	113	6	process	process	NOUN
cana-3672	113	7	to	to	PART
cana-3672	113	8	improve	improve	VERB
cana-3672	113	9	the	the	DET
cana-3672	113	10	mechanical	mechanical	ADJ
cana-3672	113	11	properties	property	NOUN
cana-3672	113	12	of	of	ADP
cana-3672	113	13	butt	butt	NOUN
cana-3672	113	14	welded	weld	VERB
cana-3672	113	15	joints	joint	NOUN
cana-3672	113	16	.	.	PUNCT
cana-3672	113	17	"	"	PUNCT
cana-3672	114	1	international	international	ADJ
cana-3672	114	2	journal	journal	NOUN
cana-3672	114	3	of	of	ADP
cana-3672	114	4	modern	modern	ADJ
cana-3672	114	5	engineering	engineering	NOUN
cana-3672	114	6	research	research	NOUN
cana-3672	114	7	2	2	NUM
cana-3672	114	8	,	,	PUNCT
cana-3672	114	9	no	no	INTJ
cana-3672	114	10	.	.	NOUN
cana-3672	114	11	4	4	NUM
cana-3672	114	12	(	(	PUNCT
cana-3672	114	13	2012	2012	NUM
cana-3672	114	14	):	):	PUNCT
cana-3672	114	15	2766	2766	NUM
cana-3672	114	16	-	-	SYM
cana-3672	114	17	2770	2770	NUM
cana-3672	114	18	.	.	PUNCT
cana-3672	115	1	[	[	X
cana-3672	115	2	2	2	NUM
cana-3672	115	3	]	]	X
cana-3672	115	4	rao	rao	NOUN
cana-3672	115	5	,	,	PUNCT
cana-3672	115	6	p.	p.	PROPN
cana-3672	115	7	govinda	govinda	PROPN
cana-3672	115	8	,	,	PUNCT
cana-3672	115	9	p.	p.	PROPN
cana-3672	115	10	srinivasa	srinivasa	PROPN
cana-3672	115	11	rao	rao	PROPN
cana-3672	115	12	,	,	PUNCT
cana-3672	115	13	and	and	CCONJ
cana-3672	115	14	a.	a.	PROPN
cana-3672	115	15	gopala	gopala	PROPN
cana-3672	115	16	krishna	krishna	PROPN
cana-3672	115	17	.	.	PUNCT
cana-3672	116	1	"	"	PUNCT
cana-3672	116	2	mechanical	mechanical	ADJ
cana-3672	116	3	properties	property	NOUN
cana-3672	116	4	improvement	improvement	NOUN
cana-3672	116	5	of	of	ADP
cana-3672	116	6	weldments	weldment	NOUN
cana-3672	116	7	using	use	VERB
cana-3672	116	8	vibratory	vibratory	ADJ
cana-3672	116	9	welding	welding	NOUN
cana-3672	116	10	system	system	NOUN
cana-3672	116	11	.	.	PUNCT
cana-3672	116	12	"	"	PUNCT
cana-3672	117	1	proceedings	proceeding	NOUN
cana-3672	117	2	of	of	ADP
cana-3672	117	3	the	the	DET
cana-3672	117	4	institution	institution	NOUN
cana-3672	117	5	of	of	ADP
cana-3672	117	6	mechanical	mechanical	ADJ
cana-3672	117	7	engineers	engineer	NOUN
cana-3672	117	8	,	,	PUNCT
cana-3672	117	9	part	part	NOUN
cana-3672	117	10	b	b	NOUN
cana-3672	117	11	:	:	PUNCT
cana-3672	117	12	journal	journal	NOUN
cana-3672	117	13	of	of	ADP
cana-3672	117	14	engineering	engineering	NOUN
cana-3672	117	15	manufacture	manufacture	VERB
cana-3672	117	16	229	229	NUM
cana-3672	117	17	,	,	PUNCT
cana-3672	117	18	no	no	INTJ
cana-3672	117	19	.	.	NOUN
cana-3672	117	20	5	5	NUM
cana-3672	117	21	(	(	PUNCT
cana-3672	117	22	2015	2015	NUM
cana-3672	117	23	):	):	PUNCT
cana-3672	117	24	776	776	NUM
cana-3672	117	25	-	-	NUM
cana-3672	117	26	784	784	NUM
cana-3672	117	27	.	.	PUNCT
cana-3672	118	1	[	[	X
cana-3672	118	2	3	3	NUM
cana-3672	118	3	]	]	X
cana-3672	118	4	elsheikh	elsheikh	PROPN
cana-3672	118	5	,	,	PUNCT
cana-3672	118	6	ammar	ammar	PROPN
cana-3672	118	7	h.	h.	PROPN
cana-3672	119	1	"	"	PUNCT
cana-3672	119	2	applications	application	NOUN
cana-3672	119	3	of	of	ADP
cana-3672	119	4	machine	machine	NOUN
cana-3672	119	5	learning	learning	NOUN
cana-3672	119	6	in	in	ADP
cana-3672	119	7	friction	friction	NOUN
cana-3672	119	8	stir	stir	NOUN
cana-3672	119	9	welding	welding	NOUN
cana-3672	119	10	:	:	PUNCT
cana-3672	119	11	prediction	prediction	NOUN
cana-3672	119	12	of	of	ADP
cana-3672	119	13	joint	joint	ADJ
cana-3672	119	14	properties	property	NOUN
cana-3672	119	15	,	,	PUNCT
cana-3672	119	16	real	real	ADJ
cana-3672	119	17	time	time	NOUN
cana-3672	119	18	control	control	NOUN
cana-3672	119	19	and	and	CCONJ
cana-3672	119	20	tool	tool	NOUN
cana-3672	119	21	failure	failure	NOUN
cana-3672	119	22	diagnosis	diagnosis	NOUN
cana-3672	119	23	.	.	PUNCT
cana-3672	119	24	"	"	PUNCT
cana-3672	120	1	engineering	engineering	NOUN
cana-3672	120	2	applications	application	NOUN
cana-3672	120	3	of	of	ADP
cana-3672	120	4	artificial	artificial	ADJ
cana-3672	120	5	intelligence	intelligence	NOUN
cana-3672	120	6	121	121	NUM
cana-3672	120	7	(	(	PUNCT
cana-3672	120	8	2023	2023	NUM
cana-3672	120	9	):	):	PUNCT
cana-3672	120	10	105961	105961	NUM
cana-3672	120	11	.	.	PUNCT
cana-3672	121	1	[	[	X
cana-3672	121	2	4	4	X
cana-3672	121	3	]	]	PUNCT
cana-3672	121	4	balachandar	balachandar	PROPN
cana-3672	121	5	,	,	PUNCT
cana-3672	121	6	k.	k.	PROPN
cana-3672	121	7	,	,	PUNCT
cana-3672	121	8	and	and	CCONJ
cana-3672	121	9	r.	r.	PROPN
cana-3672	121	10	jegadeeshwaran	jegadeeshwaran	PROPN
cana-3672	121	11	.	.	PUNCT
cana-3672	122	1	"	"	PUNCT
cana-3672	122	2	friction	friction	NOUN
cana-3672	122	3	stir	stir	NOUN
cana-3672	122	4	welding	weld	VERB
cana-3672	122	5	tool	tool	NOUN
cana-3672	122	6	condition	condition	NOUN
cana-3672	122	7	monitoring	monitoring	NOUN
cana-3672	122	8	using	use	VERB
cana-3672	122	9	vibration	vibration	NOUN
cana-3672	122	10	signals	signal	NOUN
cana-3672	122	11	and	and	CCONJ
cana-3672	122	12	random	random	ADJ
cana-3672	122	13	forest	forest	NOUN
cana-3672	122	14	algorithm	algorithm	NOUN
cana-3672	122	15	–	–	PUNCT
cana-3672	122	16	a	a	DET
cana-3672	122	17	machine	machine	NOUN
cana-3672	122	18	learning	learning	NOUN
cana-3672	122	19	approach	approach	NOUN
cana-3672	122	20	.	.	PUNCT
cana-3672	122	21	"	"	PUNCT
cana-3672	123	1	materials	material	NOUN
cana-3672	123	2	today	today	NOUN
cana-3672	123	3	:	:	PUNCT
cana-3672	123	4	proceedings	proceeding	NOUN
cana-3672	123	5	46	46	NUM
cana-3672	123	6	(	(	PUNCT
cana-3672	123	7	2021	2021	NUM
cana-3672	123	8	):	):	PUNCT
cana-3672	123	9	1174	1174	NUM
cana-3672	123	10	-	-	SYM
cana-3672	123	11	1180	1180	NUM
cana-3672	123	12	.	.	PUNCT
cana-3672	124	1	[	[	X
cana-3672	124	2	5	5	NUM
cana-3672	124	3	]	]	X
cana-3672	124	4	mongan	mongan	NOUN
cana-3672	124	5	,	,	PUNCT
cana-3672	124	6	patrick	patrick	PROPN
cana-3672	124	7	g.	g.	PROPN
cana-3672	124	8	,	,	PUNCT
cana-3672	124	9	eoin	eoin	PROPN
cana-3672	124	10	p.	p.	PROPN
cana-3672	124	11	hinchy	hinchy	PROPN
cana-3672	124	12	,	,	PUNCT
cana-3672	124	13	noel	noel	PROPN
cana-3672	124	14	p.	p.	PROPN
cana-3672	124	15	o'dowd	o'dowd	PROPN
cana-3672	124	16	,	,	PUNCT
cana-3672	124	17	and	and	CCONJ
cana-3672	124	18	conor	conor	PROPN
cana-3672	124	19	t.	t.	PROPN
cana-3672	124	20	mccarthy	mccarthy	PROPN
cana-3672	124	21	.	.	PUNCT
cana-3672	125	1	"	"	PUNCT
cana-3672	125	2	quality	quality	NOUN
cana-3672	125	3	prediction	prediction	NOUN
cana-3672	125	4	of	of	ADP
cana-3672	125	5	ultrasonically	ultrasonically	ADJ
cana-3672	125	6	welded	weld	VERB
cana-3672	125	7	joints	joint	NOUN
cana-3672	125	8	using	use	VERB
cana-3672	125	9	a	a	DET
cana-3672	125	10	hybrid	hybrid	ADJ
cana-3672	125	11	machine	machine	NOUN
cana-3672	125	12	learning	learning	NOUN
cana-3672	125	13	model	model	NOUN
cana-3672	125	14	.	.	PUNCT
cana-3672	125	15	"	"	PUNCT
cana-3672	126	1	journal	journal	NOUN
cana-3672	126	2	of	of	ADP
cana-3672	126	3	manufacturing	manufacturing	NOUN
cana-3672	126	4	processes	process	NOUN
cana-3672	126	5	71	71	NUM
cana-3672	126	6	(	(	PUNCT
cana-3672	126	7	2021	2021	NUM
cana-3672	126	8	):	):	PUNCT
cana-3672	126	9	571	571	NUM
cana-3672	126	10	-	-	SYM
cana-3672	126	11	579	579	NUM
cana-3672	126	12	.	.	PUNCT
cana-3672	127	1	[	[	X
cana-3672	127	2	6	6	NUM
cana-3672	127	3	]	]	SYM
cana-3672	127	4	vidal	vidal	NOUN
cana-3672	127	5	,	,	PUNCT
cana-3672	127	6	juan	juan	PROPN
cana-3672	127	7	g.	g.	PROPN
cana-3672	127	8	,	,	PUNCT
cana-3672	127	9	germán	germán	NOUN
cana-3672	127	10	o.	o.	PROPN
cana-3672	127	11	barrionuevo	barrionuevo	PROPN
cana-3672	127	12	,	,	PUNCT
cana-3672	127	13	jorge	jorge	PROPN
cana-3672	127	14	a.	a.	PROPN
cana-3672	127	15	ramos	ramos	PROPN
cana-3672	127	16	-	-	PROPN
cana-3672	127	17	grez	grez	PROPN
cana-3672	127	18	,	,	PUNCT
cana-3672	127	19	julio	julio	PROPN
cana-3672	127	20	vergara	vergara	PROPN
cana-3672	127	21	,	,	PUNCT
cana-3672	127	22	and	and	CCONJ
cana-3672	127	23	josé	josé	PROPN
cana-3672	127	24	l.	l.	PROPN
cana-3672	127	25	mullo	mullo	PROPN
cana-3672	127	26	.	.	PUNCT
cana-3672	128	1	"	"	PUNCT
cana-3672	128	2	vibration	vibration	NOUN
cana-3672	128	3	-	-	PUNCT
cana-3672	128	4	assisted	assist	VERB
cana-3672	128	5	laser	laser	NOUN
cana-3672	128	6	welding	welding	NOUN
cana-3672	128	7	:	:	PUNCT
cana-3672	128	8	frequency	frequency	NOUN
cana-3672	128	9	and	and	CCONJ
cana-3672	128	10	amplitude	amplitude	NOUN
cana-3672	128	11	vibration	vibration	NOUN
cana-3672	128	12	effect	effect	NOUN
cana-3672	128	13	on	on	ADP
cana-3672	128	14	the	the	DET
cana-3672	128	15	microhardness	microhardness	NOUN
cana-3672	128	16	of	of	ADP
cana-3672	128	17	a36	a36	PROPN
cana-3672	128	18	steel	steel	NOUN
cana-3672	128	19	.	.	PUNCT
cana-3672	128	20	"	"	PUNCT
cana-3672	129	1	proceedings	proceeding	NOUN
cana-3672	129	2	of	of	ADP
cana-3672	129	3	the	the	DET
cana-3672	129	4	institution	institution	NOUN
cana-3672	129	5	of	of	ADP
cana-3672	129	6	mechanical	mechanical	ADJ
cana-3672	129	7	engineers	engineer	NOUN
cana-3672	129	8	,	,	PUNCT
cana-3672	129	9	part	part	NOUN
cana-3672	129	10	l	l	NOUN
cana-3672	129	11	:	:	PUNCT
cana-3672	129	12	journal	journal	NOUN
cana-3672	129	13	of	of	ADP
cana-3672	129	14	materials	material	NOUN
cana-3672	129	15	:	:	PUNCT
cana-3672	129	16	design	design	NOUN
cana-3672	129	17	and	and	CCONJ
cana-3672	129	18	applications	application	NOUN
cana-3672	129	19	236	236	NUM
cana-3672	129	20	,	,	PUNCT
cana-3672	129	21	no	no	INTJ
cana-3672	129	22	.	.	NOUN
cana-3672	129	23	10	10	NUM
cana-3672	129	24	(	(	PUNCT
cana-3672	129	25	2022	2022	NUM
cana-3672	129	26	):	):	PUNCT
cana-3672	129	27	21392149	21392149	NUM
cana-3672	129	28	.	.	PUNCT
cana-3672	130	1	[	[	X
cana-3672	130	2	7	7	NUM
cana-3672	130	3	]	]	X
cana-3672	130	4	das	das	PROPN
cana-3672	130	5	,	,	PUNCT
cana-3672	130	6	debasish	debasish	NOUN
cana-3672	130	7	,	,	PUNCT
cana-3672	130	8	amit	amit	PROPN
cana-3672	130	9	kr	kr	PROPN
cana-3672	130	10	das	das	PROPN
cana-3672	130	11	,	,	PUNCT
cana-3672	130	12	d.	d.	PROPN
cana-3672	130	13	k.	k.	PROPN
cana-3672	130	14	pratihar	pratihar	PROPN
cana-3672	130	15	,	,	PUNCT
cana-3672	130	16	and	and	CCONJ
cana-3672	130	17	g.	g.	PROPN
cana-3672	130	18	g.	g.	PROPN
cana-3672	130	19	roy	roy	PROPN
cana-3672	130	20	.	.	PUNCT
cana-3672	131	1	"	"	PUNCT
cana-3672	131	2	prediction	prediction	NOUN
cana-3672	131	3	of	of	ADP
cana-3672	131	4	residual	residual	ADJ
cana-3672	131	5	stress	stress	NOUN
cana-3672	131	6	in	in	ADP
cana-3672	131	7	electron	electron	NOUN
cana-3672	131	8	beam	beam	NOUN
cana-3672	131	9	welding	welding	NOUN
cana-3672	131	10	of	of	ADP
cana-3672	131	11	stainless	stainless	ADJ
cana-3672	131	12	steel	steel	NOUN
cana-3672	131	13	from	from	ADP
cana-3672	131	14	process	process	NOUN
cana-3672	131	15	parameters	parameter	NOUN
cana-3672	131	16	and	and	CCONJ
cana-3672	131	17	natural	natural	ADJ
cana-3672	131	18	frequency	frequency	NOUN
cana-3672	131	19	of	of	ADP
cana-3672	131	20	vibrations	vibration	NOUN
cana-3672	131	21	using	use	VERB
cana-3672	131	22	machine	machine	NOUN
cana-3672	131	23	-learning	-learning	ADJ
cana-3672	131	24	algorithms	algorithm	NOUN
cana-3672	131	25	.	.	PUNCT
cana-3672	131	26	"	"	PUNCT
cana-3672	132	1	proceedings	proceeding	NOUN
cana-3672	132	2	of	of	ADP
cana-3672	132	3	the	the	DET
cana-3672	132	4	institution	institution	NOUN
cana-3672	132	5	of	of	ADP
cana-3672	132	6	mechanical	mechanical	ADJ
cana-3672	132	7	engineers	engineer	NOUN
cana-3672	132	8	,	,	PUNCT
cana-3672	132	9	part	part	NOUN
cana-3672	132	10	c	c	NOUN
cana-3672	132	11	:	:	PUNCT
cana-3672	132	12	journal	journal	NOUN
cana-3672	132	13	of	of	ADP
cana-3672	132	14	mechanical	mechanical	ADJ
cana-3672	132	15	engineering	engineering	NOUN
cana-3672	132	16	science	science	NOUN
cana-3672	132	17	235	235	NUM
cana-3672	132	18	,	,	PUNCT
cana-3672	132	19	no	no	INTJ
cana-3672	132	20	.	.	NOUN
cana-3672	132	21	11	11	NUM
cana-3672	132	22	(	(	PUNCT
cana-3672	132	23	2021	2021	NUM
cana-3672	132	24	):	):	PUNCT
cana-3672	132	25	2008	2008	NUM
cana-3672	132	26	-	-	SYM
cana-3672	132	27	2021	2021	NUM
cana-3672	132	28	.	.	PUNCT
cana-3672	133	1	[	[	X
cana-3672	133	2	8	8	NUM
cana-3672	133	3	]	]	SYM
cana-3672	133	4	schwarz	schwarz	PROPN
cana-3672	133	5	,	,	PUNCT
cana-3672	133	6	elisabeth	elisabeth	PROPN
cana-3672	133	7	birgit	birgit	PROPN
cana-3672	133	8	,	,	PUNCT
cana-3672	133	9	fabian	fabian	PROPN
cana-3672	133	10	bleier	bleier	PROPN
cana-3672	133	11	,	,	PUNCT
cana-3672	133	12	friedhelm	friedhelm	ADJ
cana-3672	133	13	guenter	guenter	PROPN
cana-3672	133	14	,	,	PUNCT
cana-3672	133	15	ralf	ralf	PROPN
cana-3672	133	16	mikut	mikut	NOUN
cana-3672	133	17	,	,	PUNCT
cana-3672	133	18	and	and	CCONJ
cana-3672	133	19	jean	jean	PROPN
cana-3672	133	20	pierre	pierre	PROPN
cana-3672	133	21	bergmann	bergmann	PROPN
cana-3672	133	22	.	.	PUNCT
cana-3672	134	1	"	"	PUNCT
cana-3672	134	2	improving	improve	VERB
cana-3672	134	3	process	process	NOUN
cana-3672	134	4	monitoring	monitoring	NOUN
cana-3672	134	5	of	of	ADP
cana-3672	134	6	ultrasonic	ultrasonic	ADJ
cana-3672	134	7	metal	metal	NOUN
cana-3672	134	8	welding	welding	NOUN
cana-3672	134	9	using	use	VERB
cana-3672	134	10	classical	classical	ADJ
cana-3672	134	11	machine	machine	NOUN
cana-3672	134	12	learning	learn	VERB
cana-3672	134	13	methods	method	NOUN
cana-3672	134	14	and	and	CCONJ
cana-3672	134	15	process	process	NOUN
cana-3672	134	16	-	-	PUNCT
cana-3672	134	17	informed	inform	VERB
cana-3672	134	18	time	time	NOUN
cana-3672	134	19	series	series	PROPN
cana-3672	134	20	evaluation	evaluation	NOUN
cana-3672	134	21	.	.	PUNCT
cana-3672	134	22	"	"	PUNCT
cana-3672	134	23	journal	journal	NOUN
cana-3672	134	24	of	of	ADP
cana-3672	134	25	manufacturing	manufacturing	NOUN
cana-3672	134	26	processes	process	NOUN
cana-3672	134	27	77	77	NUM
cana-3672	134	28	(	(	PUNCT
cana-3672	134	29	2022	2022	NUM
cana-3672	134	30	):	):	PUNCT
cana-3672	134	31	54	54	NUM
cana-3672	134	32	-	-	SYM
cana-3672	134	33	62	62	NUM
cana-3672	134	34	.	.	PUNCT
cana-3672	135	1	[	[	X
cana-3672	135	2	9	9	NUM
cana-3672	135	3	]	]	X
cana-3672	135	4	jang	jang	PROPN
cana-3672	135	5	,	,	PUNCT
cana-3672	135	6	seungbeom	seungbeom	PROPN
cana-3672	135	7	,	,	PUNCT
cana-3672	135	8	wonjoo	wonjoo	PROPN
cana-3672	135	9	lee	lee	PROPN
cana-3672	135	10	,	,	PUNCT
cana-3672	135	11	yuhyeong	yuhyeong	PROPN
cana-3672	135	12	jeong	jeong	PROPN
cana-3672	135	13	,	,	PUNCT
cana-3672	135	14	yunfeng	yunfeng	PROPN
cana-3672	135	15	wang	wang	PROPN
cana-3672	135	16	,	,	PUNCT
cana-3672	135	17	chanhee	chanhee	PROPN
cana-3672	135	18	won	won	PROPN
cana-3672	135	19	,	,	PUNCT
cana-3672	135	20	jangwook	jangwook	PROPN
cana-3672	135	21	lee	lee	PROPN
cana-3672	135	22	,	,	PUNCT
cana-3672	135	23	and	and	CCONJ
cana-3672	135	24	jonghun	jonghun	PROPN
cana-3672	135	25	yoon	yoon	PROPN
cana-3672	135	26	.	.	PUNCT
cana-3672	136	1	"	"	PUNCT
cana-3672	136	2	machine	machine	NOUN
cana-3672	136	3	learning	learning	NOUN
cana-3672	136	4	-	-	PUNCT
cana-3672	136	5	based	base	VERB
cana-3672	136	6	weld	weld	NOUN
cana-3672	136	7	porosity	porosity	NOUN
cana-3672	136	8	detection	detection	NOUN
cana-3672	136	9	using	use	VERB
cana-3672	136	10	frequency	frequency	NOUN
cana-3672	136	11	analysis	analysis	NOUN
cana-3672	136	12	of	of	ADP
cana-3672	136	13	arc	arc	NOUN
cana-3672	136	14	sound	sound	NOUN
cana-3672	136	15	in	in	ADP
cana-3672	136	16	the	the	DET
cana-3672	136	17	pulsed	pulse	VERB
cana-3672	136	18	gas	gas	NOUN
cana-3672	136	19	tungsten	tungsten	NOUN
cana-3672	136	20	arc	arc	NOUN
cana-3672	136	21	welding	welding	NOUN
cana-3672	136	22	process	process	NOUN
cana-3672	136	23	.	.	PUNCT
cana-3672	136	24	"	"	PUNCT
cana-3672	137	1	journal	journal	NOUN
cana-3672	137	2	of	of	ADP
cana-3672	137	3	advanced	advanced	ADJ
cana-3672	137	4	joining	joining	NOUN
cana-3672	137	5	processes	process	NOUN
cana-3672	137	6	10	10	NUM
cana-3672	137	7	(	(	PUNCT
cana-3672	137	8	2024	2024	NUM
cana-3672	137	9	):	):	PUNCT
cana-3672	137	10	100231	100231	NUM
cana-3672	137	11	.	.	PUNCT
cana-3672	138	1	communications	communication	NOUN
cana-3672	138	2	on	on	ADP
cana-3672	138	3	applied	apply	VERB
cana-3672	138	4	nonlinear	nonlinear	ADJ
cana-3672	138	5	analysis	analysis	NOUN
cana-3672	138	6	issn	issn	NOUN
cana-3672	138	7	:	:	PUNCT
cana-3672	138	8	1074	1074	NUM
cana-3672	138	9	-	-	PUNCT
cana-3672	138	10	133x	133x	NUM
cana-3672	138	11	vol	vol	NOUN
cana-3672	138	12	32	32	NUM
cana-3672	138	13	no	no	NOUN
cana-3672	138	14	.	.	PUNCT
cana-3672	139	1	8s	8s	PROPN
cana-3672	139	2	(	(	PUNCT
cana-3672	139	3	2025	2025	NUM
cana-3672	139	4	)	)	PUNCT
cana-3672	139	5	309	309	NUM
cana-3672	139	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3672	140	1	[	[	X
cana-3672	140	2	10	10	NUM
cana-3672	140	3	]	]	X
cana-3672	140	4	satpathy	satpathy	NOUN
cana-3672	140	5	,	,	PUNCT
cana-3672	140	6	mantra	mantra	ADJ
cana-3672	140	7	prasad	prasad	PROPN
cana-3672	140	8	,	,	PUNCT
cana-3672	140	9	swayam	swayam	PROPN
cana-3672	140	10	bikash	bikash	PROPN
cana-3672	140	11	mishra	mishra	PROPN
cana-3672	140	12	,	,	PUNCT
cana-3672	140	13	and	and	CCONJ
cana-3672	140	14	susanta	susanta	VERB
cana-3672	140	15	kumar	kumar	PROPN
cana-3672	140	16	sahoo	sahoo	PROPN
cana-3672	140	17	.	.	PUNCT
cana-3672	141	1	"	"	PUNCT
cana-3672	141	2	ultrasonic	ultrasonic	ADJ
cana-3672	141	3	spot	spot	NOUN
cana-3672	141	4	welding	welding	NOUN
cana-3672	141	5	of	of	ADP
cana-3672	141	6	aluminumcopper	aluminumcopper	ADJ
cana-3672	141	7	dissimilar	dissimilar	ADJ
cana-3672	141	8	metals	metal	NOUN
cana-3672	141	9	:	:	PUNCT
cana-3672	141	10	a	a	DET
cana-3672	141	11	study	study	NOUN
cana-3672	141	12	on	on	ADP
cana-3672	141	13	joint	joint	ADJ
cana-3672	141	14	strength	strength	NOUN
cana-3672	141	15	by	by	ADP
cana-3672	141	16	experimentation	experimentation	NOUN
cana-3672	141	17	and	and	CCONJ
cana-3672	141	18	machine	machine	NOUN
cana-3672	141	19	learning	learn	VERB
cana-3672	141	20	techniques	technique	NOUN
cana-3672	141	21	.	.	PUNCT
cana-3672	141	22	"	"	PUNCT
cana-3672	142	1	journal	journal	NOUN
cana-3672	142	2	of	of	ADP
cana-3672	142	3	manufacturing	manufacturing	NOUN
cana-3672	142	4	processes	process	NOUN
cana-3672	142	5	33	33	NUM
cana-3672	142	6	(	(	PUNCT
cana-3672	142	7	2018	2018	NUM
cana-3672	142	8	):	):	PUNCT
cana-3672	142	9	96	96	NUM
cana-3672	142	10	-	-	SYM
cana-3672	142	11	110	110	NUM
cana-3672	142	12	.	.	PUNCT
cana-3672	143	1	[	[	X
cana-3672	143	2	11	11	NUM
cana-3672	143	3	]	]	PUNCT
cana-3672	143	4	sabzi	sabzi	PROPN
cana-3672	143	5	,	,	PUNCT
cana-3672	143	6	masoud	masoud	PROPN
cana-3672	143	7	,	,	PUNCT
cana-3672	143	8	and	and	CCONJ
cana-3672	143	9	saeid	saeid	PROPN
cana-3672	143	10	mersagh	mersagh	PROPN
cana-3672	143	11	dezfuli	dezfuli	PROPN
cana-3672	143	12	.	.	PUNCT
cana-3672	144	1	"	"	PUNCT
cana-3672	144	2	drastic	drastic	ADJ
cana-3672	144	3	improvement	improvement	NOUN
cana-3672	144	4	in	in	ADP
cana-3672	144	5	mechanical	mechanical	ADJ
cana-3672	144	6	properties	property	NOUN
cana-3672	144	7	and	and	CCONJ
cana-3672	144	8	weldability	weldability	NOUN
cana-3672	144	9	of	of	ADP
cana-3672	144	10	316l	316l	NUM
cana-3672	144	11	stainless	stainless	ADJ
cana-3672	144	12	steel	steel	NOUN
cana-3672	144	13	weld	weld	NOUN
cana-3672	144	14	joints	joint	NOUN
cana-3672	144	15	by	by	ADP
cana-3672	144	16	using	use	VERB
cana-3672	144	17	electromagnetic	electromagnetic	ADJ
cana-3672	144	18	vibration	vibration	NOUN
cana-3672	144	19	during	during	ADP
cana-3672	144	20	gtaw	gtaw	NOUN
cana-3672	144	21	process	process	NOUN
cana-3672	144	22	.	.	PUNCT
cana-3672	144	23	"	"	PUNCT
cana-3672	145	1	journal	journal	NOUN
cana-3672	145	2	of	of	ADP
cana-3672	145	3	manufacturing	manufacturing	NOUN
cana-3672	145	4	processes	process	NOUN
cana-3672	145	5	33	33	NUM
cana-3672	145	6	(	(	PUNCT
cana-3672	145	7	2018	2018	NUM
cana-3672	145	8	):	):	PUNCT
cana-3672	145	9	74	74	NUM
cana-3672	145	10	-	-	SYM
cana-3672	145	11	85	85	NUM
cana-3672	145	12	.	.	PUNCT
cana-3672	146	1	[	[	X
cana-3672	146	2	12	12	NUM
cana-3672	146	3	]	]	X
cana-3672	146	4	singh	singh	PROPN
cana-3672	146	5	,	,	PUNCT
cana-3672	146	6	pravin	pravin	PROPN
cana-3672	146	7	kumar	kumar	PROPN
cana-3672	146	8	,	,	PUNCT
cana-3672	146	9	d.	d.	PROPN
cana-3672	146	10	patel	patel	PROPN
cana-3672	146	11	,	,	PUNCT
cana-3672	146	12	and	and	CCONJ
cana-3672	146	13	s.	s.	PROPN
cana-3672	146	14	b.	b.	PROPN
cana-3672	146	15	prasad	prasad	PROPN
cana-3672	146	16	.	.	PUNCT
cana-3672	147	1	"	"	PUNCT
cana-3672	147	2	optimization	optimization	NOUN
cana-3672	147	3	of	of	ADP
cana-3672	147	4	process	process	NOUN
cana-3672	147	5	parameters	parameter	NOUN
cana-3672	147	6	during	during	ADP
cana-3672	147	7	vibratory	vibratory	ADJ
cana-3672	147	8	welding	welding	NOUN
cana-3672	147	9	technique	technique	NOUN
cana-3672	147	10	using	use	VERB
cana-3672	147	11	taguchi	taguchi	PROPN
cana-3672	147	12	's	's	PART
cana-3672	147	13	analysis	analysis	NOUN
cana-3672	147	14	.	.	PUNCT
cana-3672	147	15	"	"	PUNCT
cana-3672	147	16	perspectives	perspective	NOUN
cana-3672	147	17	in	in	ADP
cana-3672	147	18	science	science	NOUN
cana-3672	147	19	8	8	NUM
cana-3672	147	20	(	(	PUNCT
cana-3672	147	21	2016	2016	NUM
cana-3672	147	22	):	):	PUNCT
cana-3672	147	23	399	399	NUM
cana-3672	147	24	-	-	SYM
cana-3672	147	25	402	402	NUM
cana-3672	147	26	.	.	PUNCT
cana-3672	148	1	[	[	X
cana-3672	148	2	13	13	NUM
cana-3672	148	3	]	]	X
cana-3672	148	4	wang	wang	PROPN
cana-3672	148	5	,	,	PUNCT
cana-3672	148	6	jianfeng	jianfeng	PROPN
cana-3672	148	7	,	,	PUNCT
cana-3672	148	8	qingjie	qingjie	PROPN
cana-3672	148	9	sun	sun	PROPN
cana-3672	148	10	,	,	PUNCT
cana-3672	148	11	laijun	laijun	PROPN
cana-3672	148	12	wu	wu	PROPN
cana-3672	148	13	,	,	PUNCT
cana-3672	148	14	yibo	yibo	PROPN
cana-3672	148	15	liu	liu	PROPN
cana-3672	148	16	,	,	PUNCT
cana-3672	148	17	junbo	junbo	PROPN
cana-3672	148	18	teng	teng	PROPN
cana-3672	148	19	,	,	PUNCT
cana-3672	148	20	and	and	CCONJ
cana-3672	148	21	jicai	jicai	PROPN
cana-3672	148	22	feng	feng	PROPN
cana-3672	148	23	.	.	PUNCT
cana-3672	149	1	"	"	PUNCT
cana-3672	149	2	effect	effect	NOUN
cana-3672	149	3	of	of	ADP
cana-3672	149	4	ultrasonic	ultrasonic	ADJ
cana-3672	149	5	vibration	vibration	NOUN
cana-3672	149	6	on	on	ADP
cana-3672	149	7	microstructural	microstructural	ADJ
cana-3672	149	8	evolution	evolution	NOUN
cana-3672	149	9	and	and	CCONJ
cana-3672	149	10	mechanical	mechanical	ADJ
cana-3672	149	11	properties	property	NOUN
cana-3672	149	12	of	of	ADP
cana-3672	149	13	underwater	underwater	ADJ
cana-3672	149	14	wet	wet	ADJ
cana-3672	149	15	welding	welding	NOUN
cana-3672	149	16	joint	joint	NOUN
cana-3672	149	17	.	.	PUNCT
cana-3672	149	18	"	"	PUNCT
cana-3672	150	1	journal	journal	NOUN
cana-3672	150	2	of	of	ADP
cana-3672	150	3	materials	material	NOUN
cana-3672	150	4	processing	processing	NOUN
cana-3672	150	5	technology	technology	NOUN
cana-3672	150	6	246	246	NUM
cana-3672	150	7	(	(	PUNCT
cana-3672	150	8	2017	2017	NUM
cana-3672	150	9	):	):	PUNCT
cana-3672	150	10	185	185	NUM
cana-3672	150	11	-	-	SYM
cana-3672	150	12	197	197	NUM
cana-3672	150	13	.	.	PUNCT
cana-3672	151	1	[	[	X
cana-3672	151	2	14	14	NUM
cana-3672	151	3	]	]	X
cana-3672	151	4	liu	liu	PROPN
cana-3672	151	5	,	,	PUNCT
cana-3672	151	6	x.	x.	PROPN
cana-3672	151	7	c.	c.	PROPN
cana-3672	151	8	,	,	PUNCT
cana-3672	151	9	c.	c.	PROPN
cana-3672	151	10	s.	s.	PROPN
cana-3672	151	11	wu	wu	PROPN
cana-3672	151	12	,	,	PUNCT
cana-3672	151	13	and	and	CCONJ
cana-3672	151	14	girish	girish	PROPN
cana-3672	151	15	kumar	kumar	PROPN
cana-3672	151	16	padhy	padhy	PROPN
cana-3672	151	17	.	.	PUNCT
cana-3672	152	1	"	"	PUNCT
cana-3672	152	2	improved	improve	VERB
cana-3672	152	3	weld	weld	NOUN
cana-3672	152	4	macrosection	macrosection	NOUN
cana-3672	152	5	,	,	PUNCT
cana-3672	152	6	microstructure	microstructure	ADJ
cana-3672	152	7	and	and	CCONJ
cana-3672	152	8	mechanical	mechanical	ADJ
cana-3672	152	9	properties	property	NOUN
cana-3672	152	10	of	of	ADP
cana-3672	152	11	2024al	2024al	PROPN
cana-3672	152	12	-	-	PUNCT
cana-3672	152	13	t4	t4	PROPN
cana-3672	152	14	butt	butt	NOUN
cana-3672	152	15	joints	joint	NOUN
cana-3672	152	16	in	in	ADP
cana-3672	152	17	ultrasonic	ultrasonic	ADJ
cana-3672	152	18	vibration	vibration	NOUN
cana-3672	152	19	enhanced	enhance	VERB
cana-3672	152	20	friction	friction	NOUN
cana-3672	152	21	stir	stir	NOUN
cana-3672	152	22	welding	weld	VERB
cana-3672	152	23	.	.	PUNCT
cana-3672	152	24	"	"	PUNCT
cana-3672	153	1	science	science	NOUN
cana-3672	153	2	and	and	CCONJ
cana-3672	153	3	technology	technology	NOUN
cana-3672	153	4	of	of	ADP
cana-3672	153	5	welding	welding	NOUN
cana-3672	153	6	and	and	CCONJ
cana-3672	153	7	joining	join	VERB
cana-3672	153	8	20	20	NUM
cana-3672	153	9	,	,	PUNCT
cana-3672	153	10	no	no	INTJ
cana-3672	153	11	.	.	NOUN
cana-3672	153	12	4	4	NUM
cana-3672	153	13	(	(	PUNCT
cana-3672	153	14	2015	2015	NUM
cana-3672	153	15	):	):	PUNCT
cana-3672	153	16	345	345	NUM
cana-3672	153	17	-	-	SYM
cana-3672	153	18	352	352	NUM
cana-3672	153	19	.	.	PUNCT
cana-3672	154	1	[	[	X
cana-3672	154	2	15	15	NUM
cana-3672	154	3	]	]	X
cana-3672	154	4	yuvaraj	yuvaraj	PROPN
cana-3672	154	5	,	,	PUNCT
cana-3672	154	6	n.	n.	NOUN
cana-3672	154	7	,	,	PUNCT
cana-3672	154	8	jayanta	jayanta	PROPN
cana-3672	154	9	ghosh	ghosh	PROPN
cana-3672	154	10	roy	roy	PROPN
cana-3672	154	11	,	,	PUNCT
cana-3672	154	12	and	and	CCONJ
cana-3672	154	13	vipin	vipin	PROPN
cana-3672	154	14	.	.	PUNCT
cana-3672	155	1	"	"	PUNCT
cana-3672	155	2	enhancement	enhancement	NOUN
cana-3672	155	3	of	of	ADP
cana-3672	155	4	microstructural	microstructural	ADJ
cana-3672	155	5	and	and	CCONJ
cana-3672	155	6	mechanical	mechanical	ADJ
cana-3672	155	7	properties	property	NOUN
cana-3672	155	8	of	of	ADP
cana-3672	155	9	ultrasonic	ultrasonic	ADJ
cana-3672	155	10	vibration	vibration	NOUN
cana-3672	155	11	-	-	PUNCT
cana-3672	155	12	assisted	assist	VERB
cana-3672	155	13	cold	cold	ADJ
cana-3672	155	14	metal	metal	NOUN
cana-3672	155	15	transfer	transfer	NOUN
cana-3672	155	16	welding	welding	NOUN
cana-3672	155	17	of	of	ADP
cana-3672	155	18	304	304	NUM
cana-3672	155	19	stainless	stainless	ADJ
cana-3672	155	20	steel	steel	NOUN
cana-3672	155	21	.	.	PUNCT
cana-3672	155	22	"	"	PUNCT
cana-3672	156	1	journal	journal	NOUN
cana-3672	156	2	of	of	ADP
cana-3672	156	3	materials	material	NOUN
cana-3672	156	4	engineering	engineering	NOUN
cana-3672	156	5	and	and	CCONJ
cana-3672	156	6	performance	performance	NOUN
cana-3672	156	7	31	31	NUM
cana-3672	156	8	,	,	PUNCT
cana-3672	156	9	no	no	INTJ
cana-3672	156	10	.	.	NOUN
cana-3672	156	11	10	10	NUM
cana-3672	156	12	(	(	PUNCT
cana-3672	156	13	2022	2022	NUM
cana-3672	156	14	):	):	PUNCT
cana-3672	156	15	8497	8497	NUM
cana-3672	156	16	-	-	SYM
cana-3672	156	17	8511	8511	NUM
cana-3672	156	18	.	.	PUNCT
cana-3672	157	1	[	[	X
cana-3672	157	2	16	16	NUM
cana-3672	157	3	]	]	X
cana-3672	157	4	rao	rao	PROPN
cana-3672	157	5	,	,	PUNCT
cana-3672	157	6	p.	p.	PROPN
cana-3672	157	7	govinda	govinda	PROPN
cana-3672	157	8	,	,	PUNCT
cana-3672	157	9	p.	p.	PROPN
cana-3672	157	10	srinivasa	srinivasa	PROPN
cana-3672	157	11	rao	rao	PROPN
cana-3672	157	12	,	,	PUNCT
cana-3672	157	13	and	and	CCONJ
cana-3672	157	14	a.	a.	PROPN
cana-3672	157	15	gopala	gopala	PROPN
cana-3672	157	16	krishna	krishna	PROPN
cana-3672	157	17	.	.	PUNCT
cana-3672	158	1	"	"	PUNCT
cana-3672	158	2	mechanical	mechanical	ADJ
cana-3672	158	3	properties	property	NOUN
cana-3672	158	4	improvement	improvement	NOUN
cana-3672	158	5	of	of	ADP
cana-3672	158	6	weldments	weldment	NOUN
cana-3672	158	7	using	use	VERB
cana-3672	158	8	vibratory	vibratory	ADJ
cana-3672	158	9	welding	welding	NOUN
cana-3672	158	10	system	system	NOUN
cana-3672	158	11	.	.	PUNCT
cana-3672	158	12	"	"	PUNCT
cana-3672	159	1	proceedings	proceeding	NOUN
cana-3672	159	2	of	of	ADP
cana-3672	159	3	the	the	DET
cana-3672	159	4	institution	institution	NOUN
cana-3672	159	5	of	of	ADP
cana-3672	159	6	mechanical	mechanical	ADJ
cana-3672	159	7	engineers	engineer	NOUN
cana-3672	159	8	,	,	PUNCT
cana-3672	159	9	part	part	NOUN
cana-3672	159	10	b	b	NOUN
cana-3672	159	11	:	:	PUNCT
cana-3672	159	12	journal	journal	NOUN
cana-3672	159	13	of	of	ADP
cana-3672	159	14	engineering	engineering	NOUN
cana-3672	159	15	manufacture	manufacture	VERB
cana-3672	159	16	229	229	NUM
cana-3672	159	17	,	,	PUNCT
cana-3672	159	18	no	no	INTJ
cana-3672	159	19	.	.	NOUN
cana-3672	159	20	5	5	NUM
cana-3672	159	21	(	(	PUNCT
cana-3672	159	22	2015	2015	NUM
cana-3672	159	23	):	):	PUNCT
cana-3672	159	24	776	776	NUM
cana-3672	159	25	-	-	NUM
cana-3672	159	26	784	784	NUM
cana-3672	159	27	.	.	PUNCT
cana-3672	160	1	[	[	X
cana-3672	160	2	17	17	NUM
cana-3672	160	3	]	]	X
cana-3672	160	4	lu	lu	PROPN
cana-3672	160	5	,	,	PUNCT
cana-3672	160	6	qinghua	qinghua	PROPN
cana-3672	160	7	,	,	PUNCT
cana-3672	160	8	ligong	ligong	PROPN
cana-3672	160	9	chen	chen	PROPN
cana-3672	160	10	,	,	PUNCT
cana-3672	160	11	and	and	CCONJ
cana-3672	160	12	chunzhen	chunzhen	PROPN
cana-3672	160	13	ni	ni	PROPN
cana-3672	160	14	.	.	PUNCT
cana-3672	161	1	"	"	PUNCT
cana-3672	161	2	improving	improve	VERB
cana-3672	161	3	welded	weld	VERB
cana-3672	161	4	valve	valve	NOUN
cana-3672	161	5	quality	quality	NOUN
cana-3672	161	6	by	by	ADP
cana-3672	161	7	vibratory	vibratory	ADJ
cana-3672	161	8	weld	weld	NOUN
cana-3672	161	9	conditioning	conditioning	NOUN
cana-3672	161	10	.	.	PUNCT
cana-3672	161	11	"	"	PUNCT
cana-3672	162	1	materials	material	NOUN
cana-3672	162	2	science	science	NOUN
cana-3672	162	3	and	and	CCONJ
cana-3672	162	4	engineering	engineering	NOUN
cana-3672	162	5	:	:	PUNCT
cana-3672	162	6	a	a	DET
cana-3672	162	7	457	457	NUM
cana-3672	162	8	,	,	PUNCT
cana-3672	162	9	no	no	INTJ
cana-3672	162	10	.	.	NOUN
cana-3672	162	11	1	1	NUM
cana-3672	162	12	-	-	SYM
cana-3672	162	13	2	2	NUM
cana-3672	162	14	(	(	PUNCT
cana-3672	162	15	2007	2007	NUM
cana-3672	162	16	):	):	PUNCT
cana-3672	162	17	246	246	NUM
cana-3672	162	18	-	-	SYM
cana-3672	162	19	253	253	NUM
cana-3672	162	20	.	.	PUNCT
cana-3672	163	1	[	[	X
cana-3672	163	2	18	18	NUM
cana-3672	163	3	]	]	PUNCT
cana-3672	163	4	qinghua	qinghua	PROPN
cana-3672	163	5	,	,	PUNCT
cana-3672	163	6	lu	lu	PROPN
cana-3672	163	7	,	,	PUNCT
cana-3672	163	8	chen	chen	PROPN
cana-3672	163	9	ligong	ligong	PROPN
cana-3672	163	10	,	,	PUNCT
cana-3672	163	11	and	and	CCONJ
cana-3672	163	12	ni	ni	PROPN
cana-3672	163	13	chunzhen	chunzhen	PROPN
cana-3672	163	14	.	.	PUNCT
cana-3672	164	1	"	"	PUNCT
cana-3672	164	2	effect	effect	NOUN
cana-3672	164	3	of	of	ADP
cana-3672	164	4	vibratory	vibratory	ADJ
cana-3672	164	5	weld	weld	NOUN
cana-3672	164	6	conditioning	conditioning	NOUN
cana-3672	164	7	on	on	ADP
cana-3672	164	8	welded	weld	VERB
cana-3672	164	9	valve	valve	NOUN
cana-3672	164	10	properties	property	NOUN
cana-3672	164	11	.	.	PUNCT
cana-3672	164	12	"	"	PUNCT
cana-3672	165	1	mechanics	mechanic	NOUN
cana-3672	165	2	of	of	ADP
cana-3672	165	3	materials	material	NOUN
cana-3672	165	4	40	40	NUM
cana-3672	165	5	,	,	PUNCT
cana-3672	165	6	no	no	INTJ
cana-3672	165	7	.	.	NOUN
cana-3672	165	8	7	7	NUM
cana-3672	165	9	(	(	PUNCT
cana-3672	165	10	2008	2008	NUM
cana-3672	165	11	):	):	PUNCT
cana-3672	165	12	565	565	NUM
cana-3672	165	13	-	-	SYM
cana-3672	165	14	574	574	NUM
cana-3672	165	15	.	.	PUNCT
cana-3672	166	1	[	[	X
cana-3672	166	2	19	19	NUM
cana-3672	166	3	]	]	X
cana-3672	166	4	watanabe	watanabe	PROPN
cana-3672	166	5	,	,	PUNCT
cana-3672	166	6	takehiko	takehiko	NOUN
cana-3672	166	7	,	,	PUNCT
cana-3672	166	8	masataka	masataka	ADV
cana-3672	166	9	shiroki	shiroki	NOUN
cana-3672	166	10	,	,	PUNCT
cana-3672	166	11	atsushi	atsushi	PROPN
cana-3672	166	12	yanagisawa	yanagisawa	PROPN
cana-3672	166	13	,	,	PUNCT
cana-3672	166	14	and	and	CCONJ
cana-3672	166	15	tomohiro	tomohiro	PROPN
cana-3672	166	16	sasaki	sasaki	PROPN
cana-3672	166	17	.	.	PUNCT
cana-3672	167	1	"	"	PUNCT
cana-3672	167	2	improvement	improvement	NOUN
cana-3672	167	3	of	of	ADP
cana-3672	167	4	mechanical	mechanical	ADJ
cana-3672	167	5	properties	property	NOUN
cana-3672	167	6	of	of	ADP
cana-3672	167	7	ferritic	ferritic	ADJ
cana-3672	167	8	stainless	stainless	ADJ
cana-3672	167	9	steel	steel	NOUN
cana-3672	167	10	weld	weld	NOUN
cana-3672	167	11	metal	metal	NOUN
cana-3672	167	12	by	by	ADP
cana-3672	167	13	ultrasonic	ultrasonic	ADJ
cana-3672	167	14	vibration	vibration	NOUN
cana-3672	167	15	.	.	PUNCT
cana-3672	167	16	"	"	PUNCT
cana-3672	168	1	journal	journal	NOUN
cana-3672	168	2	of	of	ADP
cana-3672	168	3	materials	material	NOUN
cana-3672	168	4	processing	processing	NOUN
cana-3672	168	5	technology	technology	NOUN
cana-3672	168	6	210	210	NUM
cana-3672	168	7	,	,	PUNCT
cana-3672	168	8	no	no	INTJ
cana-3672	168	9	.	.	PROPN
cana-3672	168	10	12	12	NUM
cana-3672	168	11	(	(	PUNCT
cana-3672	168	12	2010	2010	NUM
cana-3672	168	13	):	):	PUNCT
cana-3672	168	14	1646	1646	NUM
cana-3672	168	15	-	-	SYM
cana-3672	168	16	1651	1651	NUM
cana-3672	168	17	.	.	PUNCT
cana-3672	169	1	[	[	X
cana-3672	169	2	20	20	NUM
cana-3672	169	3	]	]	PUNCT
cana-3672	169	4	vykunta	vykunta	NOUN
cana-3672	169	5	rao	rao	PROPN
cana-3672	169	6	,	,	PUNCT
cana-3672	169	7	m.	m.	NOUN
cana-3672	169	8	,	,	PUNCT
cana-3672	169	9	srinivasa	srinivasa	PROPN
cana-3672	169	10	rao	rao	PROPN
cana-3672	169	11	p	p	X
cana-3672	169	12	,	,	PUNCT
cana-3672	169	13	and	and	CCONJ
cana-3672	169	14	b.	b.	PROPN
cana-3672	169	15	surendra	surendra	PROPN
cana-3672	169	16	babu	babu	PROPN
cana-3672	169	17	.	.	PUNCT
cana-3672	170	1	"	"	PUNCT
cana-3672	170	2	vibratory	vibratory	ADJ
cana-3672	170	3	weld	weld	NOUN
cana-3672	170	4	conditioning	conditioning	NOUN
cana-3672	170	5	during	during	ADP
cana-3672	170	6	gas	gas	NOUN
cana-3672	170	7	tungsten	tungsten	NOUN
cana-3672	170	8	arc	arc	NOUN
cana-3672	170	9	welding	welding	NOUN
cana-3672	170	10	of	of	ADP
cana-3672	170	11	al	al	PROPN
cana-3672	170	12	5052	5052	NUM
cana-3672	170	13	alloy	alloy	NOUN
cana-3672	170	14	on	on	ADP
cana-3672	170	15	the	the	DET
cana-3672	170	16	mechanical	mechanical	ADJ
cana-3672	170	17	and	and	CCONJ
cana-3672	170	18	micro	micro	ADJ
cana-3672	170	19	-	-	ADJ
cana-3672	170	20	structural	structural	ADJ
cana-3672	170	21	behavior	behavior	NOUN
cana-3672	170	22	.	.	PUNCT
cana-3672	170	23	"	"	PUNCT
cana-3672	171	1	world	world	PROPN
cana-3672	171	2	journal	journal	NOUN
cana-3672	171	3	of	of	ADP
cana-3672	171	4	engineering	engineering	NOUN
cana-3672	171	5	17	17	NUM
cana-3672	171	6	,	,	PUNCT
cana-3672	171	7	no	no	INTJ
cana-3672	171	8	.	.	NOUN
cana-3672	171	9	6	6	NUM
cana-3672	171	10	(	(	PUNCT
cana-3672	171	11	2020	2020	NUM
cana-3672	171	12	):	):	PUNCT
cana-3672	171	13	831	831	NUM
cana-3672	171	14	-	-	SYM
cana-3672	171	15	836	836	NUM
cana-3672	171	16	.	.	PUNCT
cana-3672	172	1	[	[	X
cana-3672	172	2	21	21	NUM
cana-3672	172	3	]	]	SYM
cana-3672	172	4	serrati	serrati	NOUN
cana-3672	172	5	,	,	PUNCT
cana-3672	172	6	douglas	douglas	PROPN
cana-3672	172	7	silva	silva	PROPN
cana-3672	172	8	marques	marques	PROPN
cana-3672	172	9	,	,	PUNCT
cana-3672	172	10	ricardo	ricardo	PROPN
cana-3672	172	11	martins	martins	PROPN
cana-3672	172	12	silva	silva	PROPN
cana-3672	172	13	,	,	PUNCT
cana-3672	172	14	jonas	jonas	PROPN
cana-3672	172	15	guilherme	guilherme	PROPN
cana-3672	172	16	gomes	gomes	PROPN
cana-3672	172	17	wiezel	wiezel	PROPN
cana-3672	172	18	,	,	PUNCT
cana-3672	172	19	danilo	danilo	PROPN
cana-3672	172	20	batista	batista	PROPN
cana-3672	172	21	cunha	cunha	PROPN
cana-3672	172	22	,	,	PUNCT
cana-3672	172	23	douglas	douglas	PROPN
cana-3672	172	24	bezerra	bezerra	PROPN
cana-3672	172	25	de	de	PROPN
cana-3672	172	26	araújo	araújo	PROPN
cana-3672	172	27	,	,	PUNCT
cana-3672	172	28	and	and	CCONJ
cana-3672	172	29	louriel	louriel	PROPN
cana-3672	172	30	oliveira	oliveira	PROPN
cana-3672	172	31	vilarinho	vilarinho	PROPN
cana-3672	172	32	.	.	PUNCT
cana-3672	173	1	"	"	PUNCT
cana-3672	173	2	effects	effect	NOUN
cana-3672	173	3	of	of	ADP
cana-3672	173	4	heat	heat	NOUN
cana-3672	173	5	and	and	CCONJ
cana-3672	173	6	vibration	vibration	NOUN
cana-3672	173	7	treatments	treatment	NOUN
cana-3672	173	8	for	for	ADP
cana-3672	173	9	welding	weld	VERB
cana-3672	173	10	on	on	ADP
cana-3672	173	11	residual	residual	ADJ
cana-3672	173	12	stresses	stress	NOUN
cana-3672	173	13	and	and	CCONJ
cana-3672	173	14	mechanical	mechanical	ADJ
cana-3672	173	15	properties	property	NOUN
cana-3672	173	16	.	.	PUNCT
cana-3672	173	17	"	"	PUNCT
cana-3672	174	1	the	the	DET
cana-3672	174	2	international	international	ADJ
cana-3672	174	3	journal	journal	NOUN
cana-3672	174	4	of	of	ADP
cana-3672	174	5	advanced	advanced	ADJ
cana-3672	174	6	manufacturing	manufacturing	NOUN
cana-3672	174	7	technology	technology	NOUN
cana-3672	174	8	128	128	NUM
cana-3672	174	9	,	,	PUNCT
cana-3672	174	10	no	no	INTJ
cana-3672	174	11	.	.	NOUN
cana-3672	174	12	3	3	NUM
cana-3672	174	13	-	-	SYM
cana-3672	174	14	4	4	NUM
cana-3672	174	15	(	(	PUNCT
cana-3672	174	16	2023	2023	NUM
cana-3672	174	17	):	):	PUNCT
cana-3672	174	18	1473	1473	NUM
cana-3672	174	19	-	-	SYM
cana-3672	174	20	1481	1481	NUM
cana-3672	174	21	.	.	PUNCT
cana-3672	175	1	[	[	X
cana-3672	175	2	22	22	NUM
cana-3672	175	3	]	]	X
cana-3672	175	4	bagheri	bagheri	PROPN
cana-3672	175	5	,	,	PUNCT
cana-3672	175	6	behrouz	behrouz	PROPN
cana-3672	175	7	,	,	PUNCT
cana-3672	175	8	mahmoud	mahmoud	PROPN
cana-3672	175	9	abbasi	abbasi	PROPN
cana-3672	175	10	,	,	PUNCT
cana-3672	175	11	and	and	CCONJ
cana-3672	175	12	mostafa	mostafa	PROPN
cana-3672	175	13	dadaei	dadaei	PROPN
cana-3672	175	14	.	.	PUNCT
cana-3672	176	1	"	"	PUNCT
cana-3672	176	2	mechanical	mechanical	ADJ
cana-3672	176	3	behavior	behavior	NOUN
cana-3672	176	4	and	and	CCONJ
cana-3672	176	5	microstructure	microstructure	NOUN
cana-3672	176	6	of	of	ADP
cana-3672	176	7	aa6061	aa6061	NOUN
cana-3672	176	8	-t6	-t6	PUNCT
cana-3672	176	9	joints	joint	NOUN
cana-3672	176	10	made	make	VERB
cana-3672	176	11	by	by	ADP
cana-3672	176	12	friction	friction	NOUN
cana-3672	176	13	stir	stir	VERB
cana-3672	176	14	vibration	vibration	NOUN
cana-3672	176	15	welding	welding	NOUN
cana-3672	176	16	.	.	PUNCT
cana-3672	176	17	"	"	PUNCT
cana-3672	177	1	journal	journal	NOUN
cana-3672	177	2	of	of	ADP
cana-3672	177	3	materials	material	NOUN
cana-3672	177	4	engineering	engineering	NOUN
cana-3672	177	5	and	and	CCONJ
cana-3672	177	6	performance	performance	NOUN
cana-3672	177	7	29	29	NUM
cana-3672	177	8	(	(	PUNCT
cana-3672	177	9	2020	2020	NUM
cana-3672	177	10	):	):	PUNCT
cana-3672	177	11	11651175	11651175	NUM
cana-3672	177	12	.	.	PUNCT
cana-3672	178	1	[	[	X
cana-3672	178	2	23	23	NUM
cana-3672	178	3	]	]	PUNCT
cana-3672	178	4	tamasgavabari	tamasgavabari	PROPN
cana-3672	178	5	,	,	PUNCT
cana-3672	178	6	reza	reza	PROPN
cana-3672	178	7	,	,	PUNCT
cana-3672	178	8	ali	ali	PROPN
cana-3672	178	9	reza	reza	PROPN
cana-3672	178	10	ebrahimi	ebrahimi	PROPN
cana-3672	178	11	,	,	PUNCT
cana-3672	178	12	seyed	seyed	PROPN
cana-3672	178	13	mehdi	mehdi	PROPN
cana-3672	178	14	abbasi	abbasi	PROPN
cana-3672	178	15	,	,	PUNCT
cana-3672	178	16	and	and	CCONJ
cana-3672	178	17	ali	ali	PROPN
cana-3672	178	18	reza	reza	PROPN
cana-3672	178	19	yazdipour	yazdipour	PROPN
cana-3672	178	20	.	.	PUNCT
cana-3672	179	1	"	"	PUNCT
cana-3672	179	2	the	the	DET
cana-3672	179	3	effect	effect	NOUN
cana-3672	179	4	of	of	ADP
cana-3672	179	5	harmonic	harmonic	ADJ
cana-3672	179	6	vibration	vibration	NOUN
cana-3672	179	7	with	with	ADP
cana-3672	179	8	a	a	DET
cana-3672	179	9	frequency	frequency	NOUN
cana-3672	179	10	below	below	ADP
cana-3672	179	11	the	the	DET
cana-3672	179	12	resonant	resonant	ADJ
cana-3672	179	13	range	range	NOUN
cana-3672	179	14	on	on	ADP
cana-3672	179	15	the	the	DET
cana-3672	179	16	mechanical	mechanical	ADJ
cana-3672	179	17	properties	property	NOUN
cana-3672	179	18	of	of	ADP
cana-3672	179	19	aa-5083	aa-5083	NOUN
cana-3672	179	20	-	-	PUNCT
cana-3672	179	21	h321	h321	PROPN
cana-3672	179	22	aluminum	aluminum	NOUN
cana-3672	179	23	alloy	alloy	NOUN
cana-3672	179	24	gmaw	gmaw	NOUN
cana-3672	179	25	welded	weld	VERB
cana-3672	179	26	parts	part	NOUN
cana-3672	179	27	.	.	PUNCT
cana-3672	179	28	"	"	PUNCT
cana-3672	180	1	materials	material	NOUN
cana-3672	180	2	science	science	NOUN
cana-3672	180	3	and	and	CCONJ
cana-3672	180	4	engineering	engineering	NOUN
cana-3672	180	5	:	:	PUNCT
cana-3672	180	6	a	a	DET
cana-3672	180	7	736	736	NUM
cana-3672	180	8	(	(	PUNCT
cana-3672	180	9	2018	2018	NUM
cana-3672	180	10	):	):	PUNCT
cana-3672	180	11	248	248	NUM
cana-3672	180	12	-	-	SYM
cana-3672	180	13	257	257	NUM
cana-3672	180	14	.	.	PUNCT
cana-3672	181	1	[	[	X
cana-3672	181	2	24	24	NUM
cana-3672	181	3	]	]	X
cana-3672	181	4	pal	pal	NOUN
cana-3672	181	5	,	,	PUNCT
cana-3672	181	6	kaushik	kaushik	PROPN
cana-3672	181	7	,	,	PUNCT
cana-3672	181	8	vinay	vinay	PROPN
cana-3672	181	9	panwar	panwar	PROPN
cana-3672	181	10	,	,	PUNCT
cana-3672	181	11	sven	sven	ADJ
cana-3672	181	12	friedrich	friedrich	NOUN
cana-3672	181	13	,	,	PUNCT
cana-3672	181	14	and	and	CCONJ
cana-3672	181	15	michael	michael	PROPN
cana-3672	181	16	gehde	gehde	PROPN
cana-3672	181	17	.	.	PUNCT
cana-3672	182	1	"	"	PUNCT
cana-3672	182	2	an	an	DET
cana-3672	182	3	investigation	investigation	NOUN
cana-3672	182	4	on	on	ADP
cana-3672	182	5	vibration	vibration	NOUN
cana-3672	182	6	welding	welding	NOUN
cana-3672	182	7	of	of	ADP
cana-3672	182	8	amorphous	amorphous	ADJ
cana-3672	182	9	and	and	CCONJ
cana-3672	182	10	semicrystalline	semicrystalline	ADJ
cana-3672	182	11	polymers	polymer	NOUN
cana-3672	182	12	.	.	PUNCT
cana-3672	182	13	"	"	PUNCT
cana-3672	183	1	materials	material	NOUN
cana-3672	183	2	and	and	CCONJ
cana-3672	183	3	manufacturing	manufacturing	NOUN
cana-3672	183	4	processes	process	NOUN
cana-3672	183	5	31	31	NUM
cana-3672	183	6	,	,	PUNCT
cana-3672	183	7	no	no	INTJ
cana-3672	183	8	.	.	NOUN
cana-3672	183	9	3	3	NUM
cana-3672	183	10	(	(	PUNCT
cana-3672	183	11	2016	2016	NUM
cana-3672	183	12	):	):	PUNCT
cana-3672	183	13	372	372	NUM
cana-3672	183	14	-	-	SYM
cana-3672	183	15	378	378	NUM
cana-3672	183	16	.	.	PUNCT