id	sid	tid	token	lemma	pos
cana-1577	1	1	communications	communication	NOUN
cana-1577	1	2	on	on	ADP
cana-1577	1	3	applied	apply	VERB
cana-1577	1	4	nonlinear	nonlinear	ADJ
cana-1577	1	5	analysis	analysis	NOUN
cana-1577	1	6	issn	issn	NOUN
cana-1577	1	7	:	:	PUNCT
cana-1577	1	8	1074	1074	NUM
cana-1577	1	9	-	-	PUNCT
cana-1577	1	10	133x	133x	NUM
cana-1577	1	11	vol	vol	NOUN
cana-1577	1	12	31	31	NUM
cana-1577	1	13	no	no	NOUN
cana-1577	1	14	.	.	PUNCT
cana-1577	2	1	8s	8s	PROPN
cana-1577	2	2	(	(	PUNCT
cana-1577	2	3	2024	2024	NUM
cana-1577	2	4	)	)	PUNCT
cana-1577	2	5	671	671	NUM
cana-1577	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	2	7	advanced	advance	VERB
cana-1577	2	8	modeling	modeling	NOUN
cana-1577	2	9	techniques	technique	NOUN
cana-1577	2	10	for	for	ADP
cana-1577	2	11	predicting	predict	VERB
cana-1577	2	12	and	and	CCONJ
cana-1577	2	13	enhancing	enhance	VERB
cana-1577	2	14	drilling	drilling	NOUN
cana-1577	2	15	performance	performance	NOUN
cana-1577	2	16	:	:	PUNCT
cana-1577	2	17	a	a	DET
cana-1577	2	18	comprehensive	comprehensive	ADJ
cana-1577	2	19	review	review	NOUN
cana-1577	2	20	yogesh	yogesh	PROPN
cana-1577	2	21	dinkar	dinkar	PROPN
cana-1577	2	22	jadhav1,dr	jadhav1,dr	PROPN
cana-1577	2	23	.	.	PUNCT
cana-1577	3	1	a	a	DET
cana-1577	3	2	p	p	X
cana-1577	3	3	pandhare2	pandhare2	PROPN
cana-1577	3	4	1phd	1phd	NUM
cana-1577	3	5	scholar	scholar	NOUN
cana-1577	3	6	,	,	PUNCT
cana-1577	3	7	department	department	NOUN
cana-1577	3	8	of	of	ADP
cana-1577	3	9	mechanical	mechanical	ADJ
cana-1577	3	10	engineering	engineering	NOUN
cana-1577	3	11	,	,	PUNCT
cana-1577	3	12	sinhgad	sinhgad	VERB
cana-1577	3	13	college	college	NOUN
cana-1577	3	14	of	of	ADP
cana-1577	3	15	engineering	engineering	NOUN
cana-1577	3	16	and	and	CCONJ
cana-1577	3	17	assistant	assistant	NOUN
cana-1577	3	18	professor	professor	NOUN
cana-1577	3	19	,	,	PUNCT
cana-1577	3	20	nbn	nbn	PROPN
cana-1577	3	21	sinhgad	sinhgad	PROPN
cana-1577	3	22	technical	technical	PROPN
cana-1577	3	23	institutes	institutes	PROPN
cana-1577	3	24	campus	campus	PROPN
cana-1577	3	25	,	,	PUNCT
cana-1577	3	26	pune	pune	PROPN
cana-1577	3	27	,	,	PUNCT
cana-1577	3	28	maharashtra	maharashtra	PROPN
cana-1577	3	29	-411046	-411046	PROPN
cana-1577	3	30	,	,	PUNCT
cana-1577	3	31	india	india	PROPN
cana-1577	3	32	.	.	PUNCT
cana-1577	3	33	sittpo3@gmail.com	sittpo3@gmail.com	X
cana-1577	4	1	2department	2department	NUM
cana-1577	4	2	of	of	ADP
cana-1577	4	3	mechanical	mechanical	ADJ
cana-1577	4	4	engineering	engineering	NOUN
cana-1577	4	5	,	,	PUNCT
cana-1577	4	6	professor	professor	NOUN
cana-1577	4	7	,	,	PUNCT
cana-1577	4	8	sinhgad	sinhgad	VERB
cana-1577	4	9	college	college	NOUN
cana-1577	4	10	of	of	ADP
cana-1577	4	11	engineering	engineering	NOUN
cana-1577	4	12	(	(	PUNCT
cana-1577	4	13	scoe	scoe	PROPN
cana-1577	4	14	)	)	PUNCT
cana-1577	4	15	,	,	PUNCT
cana-1577	4	16	vadgaon	vadgaon	PROPN
cana-1577	4	17	bk	bk	PROPN
cana-1577	4	18	,	,	PUNCT
cana-1577	4	19	pune	pune	NOUN
cana-1577	4	20	,	,	PUNCT
cana-1577	4	21	maharashtra-411041	maharashtra-411041	NOUN
cana-1577	4	22	,	,	PUNCT
cana-1577	4	23	india	india	PROPN
cana-1577	4	24	.	.	PUNCT
cana-1577	5	1	appandhare@sinhgad.edu	appandhare@sinhgad.edu	NOUN
cana-1577	5	2	article	article	NOUN
cana-1577	5	3	history	history	NOUN
cana-1577	5	4	:	:	PUNCT
cana-1577	5	5	received	receive	VERB
cana-1577	5	6	:	:	PUNCT
cana-1577	5	7	29	29	NUM
cana-1577	5	8	-	-	SYM
cana-1577	5	9	05	05	NUM
cana-1577	5	10	-	-	PUNCT
cana-1577	5	11	2024	2024	NUM
cana-1577	5	12	revised	revise	VERB
cana-1577	5	13	:	:	PUNCT
cana-1577	5	14	11	11	NUM
cana-1577	5	15	-	-	SYM
cana-1577	5	16	07	07	NUM
cana-1577	5	17	-	-	PUNCT
cana-1577	5	18	2024	2024	NUM
cana-1577	5	19	accepted	accept	VERB
cana-1577	5	20	:	:	PUNCT
cana-1577	5	21	29	29	NUM
cana-1577	5	22	-	-	SYM
cana-1577	5	23	06	06	NUM
cana-1577	5	24	-	-	PUNCT
cana-1577	5	25	2024	2024	NUM
cana-1577	5	26	abstract	abstract	NOUN
cana-1577	5	27	:	:	PUNCT
cana-1577	5	28	drilling	drilling	NOUN
cana-1577	5	29	activities	activity	NOUN
cana-1577	5	30	within	within	ADP
cana-1577	5	31	the	the	DET
cana-1577	5	32	oil	oil	NOUN
cana-1577	5	33	and	and	CCONJ
cana-1577	5	34	gas	gas	NOUN
cana-1577	5	35	trade	trade	NOUN
cana-1577	5	36	have	have	AUX
cana-1577	5	37	changed	change	VERB
cana-1577	5	38	a	a	DET
cana-1577	5	39	lot	lot	NOUN
cana-1577	5	40	in	in	ADP
cana-1577	5	41	recent	recent	ADJ
cana-1577	5	42	a	a	DET
cana-1577	5	43	long	long	ADJ
cana-1577	5	44	time	time	NOUN
cana-1577	5	45	.	.	PUNCT
cana-1577	6	1	this	this	PRON
cana-1577	6	2	can	can	AUX
cana-1577	6	3	be	be	AUX
cana-1577	6	4	since	since	SCONJ
cana-1577	6	5	the	the	DET
cana-1577	6	6	industry	industry	NOUN
cana-1577	6	7	ought	ought	AUX
cana-1577	6	8	to	to	PART
cana-1577	6	9	be	be	AUX
cana-1577	6	10	more	more	ADV
cana-1577	6	11	proficient	proficient	ADJ
cana-1577	6	12	,	,	PUNCT
cana-1577	6	13	secure	secure	ADJ
cana-1577	6	14	,	,	PUNCT
cana-1577	6	15	and	and	CCONJ
cana-1577	6	16	cost	cost	NOUN
cana-1577	6	17	-	-	PUNCT
cana-1577	6	18	effective	effective	ADJ
cana-1577	6	19	.	.	PUNCT
cana-1577	7	1	this	this	DET
cana-1577	7	2	indepth	indepth	NOUN
cana-1577	7	3	ponder	ponder	VERB
cana-1577	7	4	looks	look	VERB
cana-1577	7	5	at	at	ADP
cana-1577	7	6	the	the	DET
cana-1577	7	7	most	most	ADV
cana-1577	7	8	recent	recent	ADJ
cana-1577	7	9	modeling	modeling	NOUN
cana-1577	7	10	strategies	strategy	NOUN
cana-1577	7	11	that	that	PRON
cana-1577	7	12	have	have	AUX
cana-1577	7	13	been	be	AUX
cana-1577	7	14	created	create	VERB
cana-1577	7	15	to	to	PART
cana-1577	7	16	move	move	VERB
cana-1577	7	17	forward	forward	ADV
cana-1577	7	18	the	the	DET
cana-1577	7	19	execution	execution	NOUN
cana-1577	7	20	of	of	ADP
cana-1577	7	21	burrowing	burrowing	NOUN
cana-1577	7	22	.	.	PUNCT
cana-1577	8	1	these	these	DET
cana-1577	8	2	strategies	strategy	NOUN
cana-1577	8	3	utilize	utilize	VERB
cana-1577	8	4	progressed	progress	VERB
cana-1577	8	5	innovations	innovation	NOUN
cana-1577	8	6	like	like	ADP
cana-1577	8	7	machine	machine	NOUN
cana-1577	8	8	learning	learning	NOUN
cana-1577	8	9	,	,	PUNCT
cana-1577	8	10	information	information	NOUN
cana-1577	8	11	analytics	analytic	NOUN
cana-1577	8	12	,	,	PUNCT
cana-1577	8	13	and	and	CCONJ
cana-1577	8	14	physics	physics	NOUN
cana-1577	8	15	-	-	PUNCT
cana-1577	8	16	based	base	VERB
cana-1577	8	17	models	model	NOUN
cana-1577	8	18	to	to	PART
cana-1577	8	19	figure	figure	VERB
cana-1577	8	20	and	and	CCONJ
cana-1577	8	21	move	move	VERB
cana-1577	8	22	forward	forward	ADV
cana-1577	8	23	distinctive	distinctive	ADJ
cana-1577	8	24	parts	part	NOUN
cana-1577	8	25	of	of	ADP
cana-1577	8	26	the	the	DET
cana-1577	8	27	penetrating	penetrate	VERB
cana-1577	8	28	handle	handle	NOUN
cana-1577	8	29	.	.	PUNCT
cana-1577	9	1	by	by	ADP
cana-1577	9	2	combining	combine	VERB
cana-1577	9	3	real	real	ADJ
cana-1577	9	4	-	-	PUNCT
cana-1577	9	5	time	time	NOUN
cana-1577	9	6	information	information	NOUN
cana-1577	9	7	with	with	ADP
cana-1577	9	8	past	past	ADJ
cana-1577	9	9	records	record	NOUN
cana-1577	9	10	,	,	PUNCT
cana-1577	9	11	these	these	DET
cana-1577	9	12	models	model	NOUN
cana-1577	9	13	can	can	AUX
cana-1577	9	14	anticipate	anticipate	VERB
cana-1577	9	15	boring	boring	NOUN
cana-1577	9	16	comes	come	VERB
cana-1577	9	17	about	about	ADP
cana-1577	9	18	with	with	ADP
cana-1577	9	19	a	a	DET
cana-1577	9	20	level	level	NOUN
cana-1577	9	21	of	of	ADP
cana-1577	9	22	precision	precision	NOUN
cana-1577	9	23	that	that	PRON
cana-1577	9	24	has	have	AUX
cana-1577	9	25	never	never	ADV
cana-1577	9	26	been	be	AUX
cana-1577	9	27	seen	see	VERB
cana-1577	9	28	some	some	DET
cana-1577	9	29	time	time	NOUN
cana-1577	9	30	recently	recently	ADV
cana-1577	9	31	.	.	PUNCT
cana-1577	10	1	this	this	PRON
cana-1577	10	2	lets	let	VERB
cana-1577	10	3	supervisors	supervisor	NOUN
cana-1577	10	4	make	make	VERB
cana-1577	10	5	choices	choice	NOUN
cana-1577	10	6	that	that	PRON
cana-1577	10	7	decrease	decrease	VERB
cana-1577	10	8	hazard	hazard	NOUN
cana-1577	10	9	and	and	CCONJ
cana-1577	10	10	boost	boost	VERB
cana-1577	10	11	working	working	NOUN
cana-1577	10	12	productivity	productivity	NOUN
cana-1577	10	13	.	.	PUNCT
cana-1577	11	1	the	the	DET
cana-1577	11	2	survey	survey	NOUN
cana-1577	11	3	isolates	isolate	VERB
cana-1577	11	4	modeling	model	VERB
cana-1577	11	5	strategies	strategy	NOUN
cana-1577	11	6	into	into	ADP
cana-1577	11	7	three	three	NUM
cana-1577	11	8	bunches	bunche	NOUN
cana-1577	11	9	:	:	PUNCT
cana-1577	11	10	data	data	NOUN
cana-1577	11	11	-	-	PUNCT
cana-1577	11	12	driven	drive	VERB
cana-1577	11	13	models	model	NOUN
cana-1577	11	14	,	,	PUNCT
cana-1577	11	15	blended	blended	ADJ
cana-1577	11	16	models	model	NOUN
cana-1577	11	17	,	,	PUNCT
cana-1577	11	18	and	and	CCONJ
cana-1577	11	19	mechanical	mechanical	ADJ
cana-1577	11	20	models	model	NOUN
cana-1577	11	21	.	.	PUNCT
cana-1577	12	1	each	each	PRON
cana-1577	12	2	has	have	VERB
cana-1577	12	3	its	its	PRON
cana-1577	12	4	claim	claim	NOUN
cana-1577	12	5	aces	ace	NOUN
cana-1577	12	6	and	and	CCONJ
cana-1577	12	7	cons	con	NOUN
cana-1577	12	8	.	.	PUNCT
cana-1577	13	1	individuals	individual	NOUN
cana-1577	13	2	like	like	ADP
cana-1577	13	3	data	data	NOUN
cana-1577	13	4	-	-	PUNCT
cana-1577	13	5	driven	drive	VERB
cana-1577	13	6	models	model	NOUN
cana-1577	13	7	like	like	ADP
cana-1577	13	8	neural	neural	ADJ
cana-1577	13	9	systems	system	NOUN
cana-1577	13	10	and	and	CCONJ
cana-1577	13	11	relapse	relapse	NOUN
cana-1577	13	12	investigation	investigation	NOUN
cana-1577	13	13	since	since	SCONJ
cana-1577	13	14	they	they	PRON
cana-1577	13	15	can	can	AUX
cana-1577	13	16	discover	discover	VERB
cana-1577	13	17	complicated	complicated	ADJ
cana-1577	13	18	patterns	pattern	NOUN
cana-1577	13	19	in	in	ADP
cana-1577	13	20	enormous	enormous	ADJ
cana-1577	13	21	sets	set	NOUN
cana-1577	13	22	of	of	ADP
cana-1577	13	23	information	information	NOUN
cana-1577	13	24	.	.	PUNCT
cana-1577	14	1	machine	machine	NOUN
cana-1577	14	2	learning	learning	NOUN
cana-1577	14	3	and	and	CCONJ
cana-1577	14	4	standard	standard	ADJ
cana-1577	14	5	physics	physics	NOUN
cana-1577	14	6	-	-	PUNCT
cana-1577	14	7	based	base	VERB
cana-1577	14	8	strategies	strategy	NOUN
cana-1577	14	9	are	be	AUX
cana-1577	14	10	both	both	PRON
cana-1577	14	11	utilized	utilize	VERB
cana-1577	14	12	in	in	ADP
cana-1577	14	13	half	half	ADJ
cana-1577	14	14	breed	breed	NOUN
cana-1577	14	15	models	model	NOUN
cana-1577	14	16	to	to	PART
cana-1577	14	17	allow	allow	VERB
cana-1577	14	18	a	a	DET
cana-1577	14	19	reasonable	reasonable	ADJ
cana-1577	14	20	see	see	NOUN
cana-1577	14	21	that	that	PRON
cana-1577	14	22	incorporates	incorporate	VERB
cana-1577	14	23	both	both	CCONJ
cana-1577	14	24	real	real	ADJ
cana-1577	14	25	-	-	PUNCT
cana-1577	14	26	world	world	NOUN
cana-1577	14	27	and	and	CCONJ
cana-1577	14	28	hypothesis	hypothesis	NOUN
cana-1577	14	29	thoughts	thought	NOUN
cana-1577	14	30	.	.	PUNCT
cana-1577	15	1	unthinking	unthinking	ADJ
cana-1577	15	2	models	model	NOUN
cana-1577	15	3	,	,	PUNCT
cana-1577	15	4	which	which	PRON
cana-1577	15	5	are	be	AUX
cana-1577	15	6	based	base	VERB
cana-1577	15	7	on	on	ADP
cana-1577	15	8	physical	physical	ADJ
cana-1577	15	9	rules	rule	NOUN
cana-1577	15	10	,	,	PUNCT
cana-1577	15	11	provide	provide	VERB
cana-1577	15	12	us	we	PRON
cana-1577	15	13	a	a	DET
cana-1577	15	14	clear	clear	ADJ
cana-1577	15	15	picture	picture	NOUN
cana-1577	15	16	of	of	ADP
cana-1577	15	17	how	how	SCONJ
cana-1577	15	18	things	thing	NOUN
cana-1577	15	19	move	move	VERB
cana-1577	15	20	underground	underground	ADV
cana-1577	15	21	and	and	CCONJ
cana-1577	15	22	are	be	AUX
cana-1577	15	23	fundamental	fundamental	ADJ
cana-1577	15	24	for	for	ADP
cana-1577	15	25	arranging	arrange	VERB
cana-1577	15	26	how	how	SCONJ
cana-1577	15	27	to	to	PART
cana-1577	15	28	bore	bore	VERB
cana-1577	15	29	.	.	PUNCT
cana-1577	16	1	this	this	DET
cana-1577	16	2	paper	paper	NOUN
cana-1577	16	3	also	also	ADV
cana-1577	16	4	talks	talk	VERB
cana-1577	16	5	approximately	approximately	ADV
cana-1577	16	6	the	the	DET
cana-1577	16	7	issues	issue	NOUN
cana-1577	16	8	that	that	PRON
cana-1577	16	9	come	come	VERB
cana-1577	16	10	with	with	ADP
cana-1577	16	11	utilizing	utilize	VERB
cana-1577	16	12	these	these	DET
cana-1577	16	13	progressed	progress	VERB
cana-1577	16	14	strategies	strategy	NOUN
cana-1577	16	15	,	,	PUNCT
cana-1577	16	16	such	such	ADJ
cana-1577	16	17	as	as	ADP
cana-1577	16	18	poor	poor	ADJ
cana-1577	16	19	information	information	NOUN
cana-1577	16	20	quality	quality	NOUN
cana-1577	16	21	,	,	PUNCT
cana-1577	16	22	restricted	restrict	VERB
cana-1577	16	23	computing	computing	NOUN
cana-1577	16	24	power	power	NOUN
cana-1577	16	25	,	,	PUNCT
cana-1577	16	26	and	and	CCONJ
cana-1577	16	27	the	the	DET
cana-1577	16	28	require	require	NOUN
cana-1577	16	29	for	for	ADP
cana-1577	16	30	subject	subject	ADJ
cana-1577	16	31	information	information	NOUN
cana-1577	16	32	to	to	PART
cana-1577	16	33	accurately	accurately	ADV
cana-1577	16	34	get	get	VERB
cana-1577	16	35	it	it	PRON
cana-1577	16	36	show	show	NOUN
cana-1577	16	37	comes	come	VERB
cana-1577	16	38	about	about	ADP
cana-1577	16	39	.	.	PUNCT
cana-1577	17	1	what	what	PRON
cana-1577	17	2	it	it	PRON
cana-1577	17	3	moreover	moreover	ADV
cana-1577	17	4	does	do	AUX
cana-1577	17	5	is	be	AUX
cana-1577	17	6	appear	appear	VERB
cana-1577	17	7	how	how	SCONJ
cana-1577	17	8	future	future	ADJ
cana-1577	17	9	enhancements	enhancement	NOUN
cana-1577	17	10	in	in	ADP
cana-1577	17	11	sensor	sensor	NOUN
cana-1577	17	12	innovation	innovation	NOUN
cana-1577	17	13	and	and	CCONJ
cana-1577	17	14	computer	computer	NOUN
cana-1577	17	15	control	control	NOUN
cana-1577	17	16	may	may	AUX
cana-1577	17	17	make	make	VERB
cana-1577	17	18	models	model	NOUN
cana-1577	17	19	indeed	indeed	ADV
cana-1577	17	20	superior	superior	ADJ
cana-1577	17	21	.	.	PUNCT
cana-1577	18	1	this	this	DET
cana-1577	18	2	survey	survey	NOUN
cana-1577	18	3	gives	give	VERB
cana-1577	18	4	a	a	DET
cana-1577	18	5	full	full	ADJ
cana-1577	18	6	picture	picture	NOUN
cana-1577	18	7	of	of	ADP
cana-1577	18	8	the	the	DET
cana-1577	18	9	display	display	NOUN
cana-1577	18	10	and	and	CCONJ
cana-1577	18	11	potential	potential	ADJ
cana-1577	18	12	future	future	NOUN
cana-1577	18	13	of	of	ADP
cana-1577	18	14	progressed	progress	VERB
cana-1577	18	15	modeling	modeling	NOUN
cana-1577	18	16	methods	method	NOUN
cana-1577	18	17	.	.	PUNCT
cana-1577	19	1	its	its	PRON
cana-1577	19	2	objective	objective	NOUN
cana-1577	19	3	is	be	AUX
cana-1577	19	4	to	to	PART
cana-1577	19	5	assist	assist	VERB
cana-1577	19	6	researchers	researcher	NOUN
cana-1577	19	7	and	and	CCONJ
cana-1577	19	8	experts	expert	NOUN
cana-1577	19	9	within	within	ADP
cana-1577	19	10	the	the	DET
cana-1577	19	11	field	field	NOUN
cana-1577	19	12	find	find	VERB
cana-1577	19	13	better	well	ADJ
cana-1577	19	14	approaches	approach	NOUN
cana-1577	19	15	to	to	PART
cana-1577	19	16	move	move	VERB
cana-1577	19	17	forward	forward	ADV
cana-1577	19	18	boring	boring	ADJ
cana-1577	19	19	execution	execution	NOUN
cana-1577	19	20	,	,	PUNCT
cana-1577	19	21	which	which	PRON
cana-1577	19	22	is	be	AUX
cana-1577	19	23	able	able	ADJ
cana-1577	19	24	eventually	eventually	ADV
cana-1577	19	25	,	,	PUNCT
cana-1577	19	26	lead	lead	VERB
cana-1577	19	27	to	to	ADP
cana-1577	19	28	the	the	DET
cana-1577	19	29	long	long	ADJ
cana-1577	19	30	-	-	PUNCT
cana-1577	19	31	term	term	NOUN
cana-1577	19	32	development	development	NOUN
cana-1577	19	33	of	of	ADP
cana-1577	19	34	vitality	vitality	NOUN
cana-1577	19	35	assets	asset	NOUN
cana-1577	19	36	.	.	PUNCT
cana-1577	20	1	keywords	keyword	NOUN
cana-1577	20	2	:	:	PUNCT
cana-1577	20	3	drilling	drill	VERB
cana-1577	20	4	performance	performance	NOUN
cana-1577	20	5	optimization	optimization	NOUN
cana-1577	20	6	,	,	PUNCT
cana-1577	20	7	machine	machine	NOUN
cana-1577	20	8	learning	learning	NOUN
cana-1577	20	9	in	in	ADP
cana-1577	20	10	drilling	drilling	NOUN
cana-1577	20	11	,	,	PUNCT
cana-1577	20	12	data	data	NOUN
cana-1577	20	13	-	-	PUNCT
cana-1577	20	14	driven	drive	VERB
cana-1577	20	15	models	model	NOUN
cana-1577	20	16	,	,	PUNCT
cana-1577	20	17	hybrid	hybrid	ADJ
cana-1577	20	18	modeling	modeling	NOUN
cana-1577	20	19	techniques	technique	NOUN
cana-1577	20	20	,	,	PUNCT
cana-1577	20	21	subsurface	subsurface	NOUN
cana-1577	20	22	dynamics	dynamic	NOUN
cana-1577	20	23	simulation	simulation	PROPN
cana-1577	20	24	i.	i.	PROPN
cana-1577	20	25	introduction	introduction	NOUN
cana-1577	20	26	the	the	DET
cana-1577	20	27	oil	oil	NOUN
cana-1577	20	28	and	and	CCONJ
cana-1577	20	29	gas	gas	NOUN
cana-1577	20	30	business	business	NOUN
cana-1577	20	31	has	have	AUX
cana-1577	20	32	been	be	AUX
cana-1577	20	33	an	an	DET
cana-1577	20	34	important	important	ADJ
cana-1577	20	35	part	part	NOUN
cana-1577	20	36	of	of	ADP
cana-1577	20	37	the	the	DET
cana-1577	20	38	world	world	NOUN
cana-1577	20	39	economy	economy	NOUN
cana-1577	20	40	for	for	ADP
cana-1577	20	41	a	a	DET
cana-1577	20	42	long	long	ADJ
cana-1577	20	43	time	time	NOUN
cana-1577	20	44	,	,	PUNCT
cana-1577	20	45	giving	give	VERB
cana-1577	20	46	the	the	DET
cana-1577	20	47	resources	resource	NOUN
cana-1577	20	48	that	that	PRON
cana-1577	20	49	modern	modern	ADJ
cana-1577	20	50	societies	society	NOUN
cana-1577	20	51	need	need	VERB
cana-1577	20	52	to	to	PART
cana-1577	20	53	run	run	VERB
cana-1577	20	54	.	.	PUNCT
cana-1577	21	1	as	as	SCONJ
cana-1577	21	2	the	the	DET
cana-1577	21	3	need	need	NOUN
cana-1577	21	4	for	for	ADP
cana-1577	21	5	energy	energy	NOUN
cana-1577	21	6	keeps	keep	VERB
cana-1577	21	7	going	go	VERB
cana-1577	21	8	up	up	ADP
cana-1577	21	9	,	,	PUNCT
cana-1577	21	10	drilling	drilling	NOUN
cana-1577	21	11	activities	activity	NOUN
cana-1577	21	12	need	need	VERB
cana-1577	21	13	to	to	PART
cana-1577	21	14	be	be	AUX
cana-1577	21	15	improved	improve	VERB
cana-1577	21	16	to	to	PART
cana-1577	21	17	be	be	AUX
cana-1577	21	18	more	more	ADV
cana-1577	21	19	efficient	efficient	ADJ
cana-1577	21	20	,	,	PUNCT
cana-1577	21	21	save	save	VERB
cana-1577	21	22	money	money	NOUN
cana-1577	21	23	,	,	PUNCT
cana-1577	21	24	and	and	CCONJ
cana-1577	21	25	have	have	VERB
cana-1577	21	26	less	less	ADJ
cana-1577	21	27	of	of	ADP
cana-1577	21	28	an	an	DET
cana-1577	21	29	effect	effect	NOUN
cana-1577	21	30	on	on	ADP
cana-1577	21	31	the	the	DET
cana-1577	21	32	earth	earth	NOUN
cana-1577	21	33	.	.	PUNCT
cana-1577	22	1	to	to	PART
cana-1577	22	2	deal	deal	VERB
cana-1577	22	3	with	with	ADP
cana-1577	22	4	these	these	DET
cana-1577	22	5	problems	problem	NOUN
cana-1577	22	6	,	,	PUNCT
cana-1577	22	7	new	new	ADJ
cana-1577	22	8	modeling	modeling	NOUN
cana-1577	22	9	methods	method	NOUN
cana-1577	22	10	have	have	AUX
cana-1577	22	11	become	become	VERB
cana-1577	22	12	useful	useful	ADJ
cana-1577	22	13	for	for	ADP
cana-1577	22	14	guessing	guess	VERB
cana-1577	22	15	how	how	SCONJ
cana-1577	22	16	well	well	ADV
cana-1577	22	17	drilling	drilling	NOUN
cana-1577	22	18	will	will	AUX
cana-1577	22	19	work	work	VERB
cana-1577	22	20	and	and	CCONJ
cana-1577	22	21	making	make	VERB
cana-1577	22	22	it	it	PRON
cana-1577	22	23	better	well	ADV
cana-1577	22	24	.	.	PUNCT
cana-1577	23	1	diverse	diverse	ADJ
cana-1577	23	2	strategies	strategy	NOUN
cana-1577	23	3	are	be	AUX
cana-1577	23	4	utilized	utilize	VERB
cana-1577	23	5	in	in	ADP
cana-1577	23	6	these	these	DET
cana-1577	23	7	procedures	procedure	NOUN
cana-1577	23	8	,	,	PUNCT
cana-1577	23	9	such	such	ADJ
cana-1577	23	10	as	as	ADP
cana-1577	23	11	datacommunications	datacommunication	NOUN
cana-1577	23	12	on	on	ADP
cana-1577	23	13	applied	apply	VERB
cana-1577	23	14	nonlinear	nonlinear	ADJ
cana-1577	23	15	analysis	analysis	NOUN
cana-1577	23	16	issn	issn	NOUN
cana-1577	23	17	:	:	PUNCT
cana-1577	23	18	1074	1074	NUM
cana-1577	23	19	-	-	PUNCT
cana-1577	23	20	133x	133x	NUM
cana-1577	23	21	vol	vol	NOUN
cana-1577	23	22	31	31	NUM
cana-1577	23	23	no	no	NOUN
cana-1577	23	24	.	.	PUNCT
cana-1577	24	1	8s	8s	PROPN
cana-1577	24	2	(	(	PUNCT
cana-1577	24	3	2024	2024	NUM
cana-1577	24	4	)	)	PUNCT
cana-1577	24	5	672	672	NUM
cana-1577	24	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1577	24	7	driven	drive	VERB
cana-1577	24	8	models	model	NOUN
cana-1577	24	9	,	,	PUNCT
cana-1577	24	10	machine	machine	NOUN
cana-1577	24	11	learning	learning	NOUN
cana-1577	24	12	calculations	calculation	NOUN
cana-1577	24	13	,	,	PUNCT
cana-1577	24	14	and	and	CCONJ
cana-1577	24	15	physics	physics	NOUN
cana-1577	24	16	-	-	PUNCT
cana-1577	24	17	based	base	VERB
cana-1577	24	18	simulation	simulation	NOUN
cana-1577	24	19	[	[	X
cana-1577	24	20	1	1	NUM
cana-1577	24	21	]	]	PUNCT
cana-1577	24	22	.	.	PUNCT
cana-1577	25	1	each	each	DET
cana-1577	25	2	one	one	NOUN
cana-1577	25	3	gives	give	VERB
cana-1577	25	4	diverse	diverse	ADJ
cana-1577	25	5	data	datum	NOUN
cana-1577	25	6	almost	almost	ADV
cana-1577	25	7	how	how	SCONJ
cana-1577	25	8	complicated	complicated	ADJ
cana-1577	25	9	boring	boring	ADJ
cana-1577	25	10	forms	form	NOUN
cana-1577	25	11	are	be	AUX
cana-1577	25	12	.	.	PUNCT
cana-1577	26	1	the	the	DET
cana-1577	26	2	quick	quick	ADJ
cana-1577	26	3	development	development	NOUN
cana-1577	26	4	of	of	ADP
cana-1577	26	5	innovation	innovation	NOUN
cana-1577	26	6	and	and	CCONJ
cana-1577	26	7	the	the	DET
cana-1577	26	8	gigantic	gigantic	ADJ
cana-1577	26	9	sum	sum	NOUN
cana-1577	26	10	of	of	ADP
cana-1577	26	11	information	information	NOUN
cana-1577	26	12	accessible	accessible	ADJ
cana-1577	26	13	have	have	AUX
cana-1577	26	14	opened	open	VERB
cana-1577	26	15	up	up	ADP
cana-1577	26	16	better	well	ADJ
cana-1577	26	17	approaches	approach	NOUN
cana-1577	26	18	to	to	PART
cana-1577	26	19	move	move	VERB
cana-1577	26	20	forward	forward	ADV
cana-1577	26	21	burrowing	burrow	VERB
cana-1577	26	22	operations	operation	NOUN
cana-1577	26	23	.	.	PUNCT
cana-1577	27	1	boring	bore	VERB
cana-1577	27	2	has	have	AUX
cana-1577	27	3	customarily	customarily	ADV
cana-1577	27	4	been	be	AUX
cana-1577	27	5	a	a	DET
cana-1577	27	6	labour	labour	NOUN
cana-1577	27	7	-	-	PUNCT
cana-1577	27	8	intensive	intensive	ADJ
cana-1577	27	9	prepare	prepare	NOUN
cana-1577	27	10	that	that	PRON
cana-1577	27	11	depended	depend	VERB
cana-1577	27	12	on	on	ADP
cana-1577	27	13	involvement	involvement	NOUN
cana-1577	27	14	and	and	CCONJ
cana-1577	27	15	trial	trial	NOUN
cana-1577	27	16	-	-	PUNCT
cana-1577	27	17	and	and	CCONJ
cana-1577	27	18	-	-	PUNCT
cana-1577	27	19	error	error	NOUN
cana-1577	27	20	.	.	PUNCT
cana-1577	28	1	in	in	ADP
cana-1577	28	2	any	any	DET
cana-1577	28	3	case	case	NOUN
cana-1577	28	4	,	,	PUNCT
cana-1577	28	5	the	the	DET
cana-1577	28	6	utilize	utilize	NOUN
cana-1577	28	7	of	of	ADP
cana-1577	28	8	computerized	computerized	ADJ
cana-1577	28	9	apparatuses	apparatus	NOUN
cana-1577	28	10	and	and	CCONJ
cana-1577	28	11	the	the	DET
cana-1577	28	12	expansion	expansion	NOUN
cana-1577	28	13	of	of	ADP
cana-1577	28	14	screens	screen	NOUN
cana-1577	28	15	and	and	CCONJ
cana-1577	28	16	information	information	NOUN
cana-1577	28	17	analytics	analytic	NOUN
cana-1577	28	18	to	to	ADP
cana-1577	28	19	burrowing	burrow	VERB
cana-1577	28	20	exercises	exercise	NOUN
cana-1577	28	21	have	have	AUX
cana-1577	28	22	changed	change	VERB
cana-1577	28	23	this	this	PRON
cana-1577	28	24	.	.	PUNCT
cana-1577	29	1	nowadays	nowadays	ADV
cana-1577	29	2	,	,	PUNCT
cana-1577	29	3	penetrating	penetrate	VERB
cana-1577	29	4	engineers	engineer	NOUN
cana-1577	29	5	can	can	AUX
cana-1577	29	6	utilize	utilize	VERB
cana-1577	29	7	the	the	DET
cana-1577	29	8	colossal	colossal	ADJ
cana-1577	29	9	sums	sum	NOUN
cana-1577	29	10	of	of	ADP
cana-1577	29	11	information	information	NOUN
cana-1577	29	12	they	they	PRON
cana-1577	29	13	collect	collect	VERB
cana-1577	29	14	from	from	ADP
cana-1577	29	15	boring	boring	ADJ
cana-1577	29	16	destinations	destination	NOUN
cana-1577	29	17	to	to	PART
cana-1577	29	18	create	create	VERB
cana-1577	29	19	complex	complex	ADJ
cana-1577	29	20	models	model	NOUN
cana-1577	29	21	that	that	PRON
cana-1577	29	22	precisely	precisely	ADV
cana-1577	29	23	recreate	recreate	VERB
cana-1577	29	24	boring	boring	ADJ
cana-1577	29	25	conditions	condition	NOUN
cana-1577	29	26	and	and	CCONJ
cana-1577	29	27	foresee	foresee	VERB
cana-1577	29	28	what	what	PRON
cana-1577	29	29	will	will	AUX
cana-1577	29	30	happen	happen	VERB
cana-1577	29	31	.	.	PUNCT
cana-1577	30	1	these	these	DET
cana-1577	30	2	models	model	NOUN
cana-1577	30	3	offer	offer	VERB
cana-1577	30	4	assistance	assistance	NOUN
cana-1577	30	5	labourers	labourer	NOUN
cana-1577	30	6	make	make	VERB
cana-1577	30	7	keen	keen	ADJ
cana-1577	30	8	choices	choice	NOUN
cana-1577	30	9	that	that	PRON
cana-1577	30	10	make	make	VERB
cana-1577	30	11	strides	strides	ADJ
cana-1577	30	12	execution	execution	NOUN
cana-1577	30	13	and	and	CCONJ
cana-1577	30	14	security	security	NOUN
cana-1577	30	15	by	by	ADP
cana-1577	30	16	giving	give	VERB
cana-1577	30	17	them	they	PRON
cana-1577	30	18	a	a	DET
cana-1577	30	19	part	part	NOUN
cana-1577	30	20	of	of	ADP
cana-1577	30	21	data	datum	NOUN
cana-1577	30	22	approximately	approximately	ADV
cana-1577	30	23	things	thing	NOUN
cana-1577	30	24	like	like	ADP
cana-1577	30	25	bit	bit	NOUN
cana-1577	30	26	wear	wear	NOUN
cana-1577	30	27	,	,	PUNCT
cana-1577	30	28	penetrating	penetrate	VERB
cana-1577	30	29	liquid	liquid	ADJ
cana-1577	30	30	elements	element	NOUN
cana-1577	30	31	,	,	PUNCT
cana-1577	30	32	rate	rate	NOUN
cana-1577	30	33	of	of	ADP
cana-1577	30	34	passage	passage	NOUN
cana-1577	30	35	,	,	PUNCT
cana-1577	30	36	and	and	CCONJ
cana-1577	30	37	underground	underground	ADJ
cana-1577	30	38	geography	geography	NOUN
cana-1577	30	39	.	.	PUNCT
cana-1577	31	1	out	out	ADP
cana-1577	31	2	of	of	ADP
cana-1577	31	3	all	all	DET
cana-1577	31	4	the	the	DET
cana-1577	31	5	modeling	modeling	NOUN
cana-1577	31	6	strategies	strategy	NOUN
cana-1577	31	7	,	,	PUNCT
cana-1577	31	8	machine	machine	NOUN
cana-1577	31	9	learning	learning	NOUN
cana-1577	31	10	has	have	AUX
cana-1577	31	11	appeared	appear	VERB
cana-1577	31	12	itself	itself	PRON
cana-1577	31	13	to	to	PART
cana-1577	31	14	be	be	AUX
cana-1577	31	15	the	the	DET
cana-1577	31	16	foremost	foremost	ADJ
cana-1577	31	17	guarantee	guarantee	NOUN
cana-1577	31	18	for	for	ADP
cana-1577	31	19	making	make	VERB
cana-1577	31	20	strides	stride	NOUN
cana-1577	31	21	penetrating	penetrate	VERB
cana-1577	31	22	proficiency	proficiency	NOUN
cana-1577	31	23	.	.	PUNCT
cana-1577	32	1	by	by	ADP
cana-1577	32	2	utilizing	utilize	VERB
cana-1577	32	3	ancient	ancient	ADJ
cana-1577	32	4	burrowing	burrow	VERB
cana-1577	32	5	information	information	NOUN
cana-1577	32	6	to	to	PART
cana-1577	32	7	prepare	prepare	VERB
cana-1577	32	8	their	their	PRON
cana-1577	32	9	calculations	calculation	NOUN
cana-1577	32	10	,	,	PUNCT
cana-1577	32	11	machine	machine	NOUN
cana-1577	32	12	learning	learning	NOUN
cana-1577	32	13	models	model	NOUN
cana-1577	32	14	can	can	AUX
cana-1577	32	15	discover	discover	VERB
cana-1577	32	16	complex	complex	ADJ
cana-1577	32	17	designs	design	NOUN
cana-1577	32	18	and	and	CCONJ
cana-1577	32	19	associations	association	NOUN
cana-1577	32	20	that	that	PRON
cana-1577	32	21	people	people	NOUN
cana-1577	32	22	might	might	AUX
cana-1577	32	23	not	not	PART
cana-1577	32	24	see	see	VERB
cana-1577	32	25	at	at	ADP
cana-1577	32	26	to	to	PART
cana-1577	32	27	begin	begin	VERB
cana-1577	32	28	with	with	ADP
cana-1577	32	29	look	look	VERB
cana-1577	32	30	[	[	X
cana-1577	32	31	2	2	NUM
cana-1577	32	32	]	]	PUNCT
cana-1577	32	33	.	.	PUNCT
cana-1577	33	1	these	these	DET
cana-1577	33	2	models	model	NOUN
cana-1577	33	3	are	be	AUX
cana-1577	33	4	exceptionally	exceptionally	ADV
cana-1577	33	5	great	great	ADJ
cana-1577	33	6	at	at	ADP
cana-1577	33	7	foreseeing	foresee	VERB
cana-1577	33	8	key	key	ADJ
cana-1577	33	9	victory	victory	NOUN
cana-1577	33	10	measures	measure	NOUN
cana-1577	33	11	like	like	ADP
cana-1577	33	12	bit	bit	NOUN
cana-1577	33	13	life	life	NOUN
cana-1577	33	14	and	and	CCONJ
cana-1577	33	15	rate	rate	NOUN
cana-1577	33	16	of	of	ADP
cana-1577	33	17	section	section	NOUN
cana-1577	33	18	.	.	PUNCT
cana-1577	34	1	they	they	PRON
cana-1577	34	2	can	can	AUX
cana-1577	34	3	indeed	indeed	ADV
cana-1577	34	4	anticipate	anticipate	VERB
cana-1577	34	5	issues	issue	NOUN
cana-1577	34	6	that	that	PRON
cana-1577	34	7	might	might	AUX
cana-1577	34	8	happen	happen	VERB
cana-1577	34	9	,	,	PUNCT
cana-1577	34	10	like	like	ADP
cana-1577	34	11	hardware	hardware	NOUN
cana-1577	34	12	breaking	break	VERB
cana-1577	34	13	down	down	ADP
cana-1577	34	14	or	or	CCONJ
cana-1577	34	15	a	a	DET
cana-1577	34	16	pipe	pipe	NOUN
cana-1577	34	17	getting	getting	AUX
cana-1577	34	18	stuck	stick	VERB
cana-1577	34	19	.	.	PUNCT
cana-1577	35	1	in	in	ADP
cana-1577	35	2	expansion	expansion	NOUN
cana-1577	35	3	,	,	PUNCT
cana-1577	35	4	including	include	VERB
cana-1577	35	5	real	real	ADJ
cana-1577	35	6	-	-	PUNCT
cana-1577	35	7	time	time	NOUN
cana-1577	35	8	information	information	NOUN
cana-1577	35	9	to	to	ADP
cana-1577	35	10	these	these	DET
cana-1577	35	11	models	model	NOUN
cana-1577	35	12	lets	let	VERB
cana-1577	35	13	them	they	PRON
cana-1577	35	14	alter	alter	VERB
cana-1577	35	15	with	with	ADP
cana-1577	35	16	the	the	DET
cana-1577	35	17	times	time	NOUN
cana-1577	35	18	,	,	PUNCT
cana-1577	35	19	giving	give	VERB
cana-1577	35	20	labourers	labourer	NOUN
cana-1577	35	21	the	the	DET
cana-1577	35	22	foremost	foremost	ADJ
cana-1577	35	23	up	up	ADP
cana-1577	35	24	-	-	PUNCT
cana-1577	35	25	to	to	ADP
cana-1577	35	26	-	-	PUNCT
cana-1577	35	27	date	date	NOUN
cana-1577	35	28	data	datum	NOUN
cana-1577	35	29	they	they	PRON
cana-1577	35	30	ought	ought	AUX
cana-1577	35	31	to	to	PART
cana-1577	35	32	make	make	VERB
cana-1577	35	33	choices	choice	NOUN
cana-1577	35	34	right	right	ADV
cana-1577	35	35	absent	absent	ADJ
cana-1577	35	36	[	[	X
cana-1577	35	37	3	3	NUM
cana-1577	35	38	]	]	PUNCT
cana-1577	35	39	.	.	PUNCT
cana-1577	36	1	a	a	DET
cana-1577	36	2	reasonable	reasonable	ADJ
cana-1577	36	3	see	see	NOUN
cana-1577	36	4	of	of	ADP
cana-1577	36	5	boring	boring	ADJ
cana-1577	36	6	operations	operation	NOUN
cana-1577	36	7	can	can	AUX
cana-1577	36	8	be	be	AUX
cana-1577	36	9	picked	pick	VERB
cana-1577	36	10	up	up	ADP
cana-1577	36	11	from	from	ADP
cana-1577	36	12	both	both	DET
cana-1577	36	13	data	data	NOUN
cana-1577	36	14	-	-	PUNCT
cana-1577	36	15	driven	drive	VERB
cana-1577	36	16	models	model	NOUN
cana-1577	36	17	and	and	CCONJ
cana-1577	36	18	blended	blend	VERB
cana-1577	36	19	modeling	modeling	NOUN
cana-1577	36	20	methods	method	NOUN
cana-1577	36	21	that	that	PRON
cana-1577	36	22	combine	combine	VERB
cana-1577	36	23	machine	machine	NOUN
cana-1577	36	24	learning	learn	VERB
cana-1577	36	25	with	with	ADP
cana-1577	36	26	standard	standard	ADJ
cana-1577	36	27	physics	physics	NOUN
cana-1577	36	28	-	-	PUNCT
cana-1577	36	29	based	base	VERB
cana-1577	36	30	approaches	approach	NOUN
cana-1577	36	31	.	.	PUNCT
cana-1577	37	1	these	these	DET
cana-1577	37	2	models	model	NOUN
cana-1577	37	3	take	take	VERB
cana-1577	37	4	into	into	ADP
cana-1577	37	5	consideration	consideration	NOUN
cana-1577	37	6	both	both	CCONJ
cana-1577	37	7	real	real	ADJ
cana-1577	37	8	-	-	PUNCT
cana-1577	37	9	world	world	NOUN
cana-1577	37	10	information	information	NOUN
cana-1577	37	11	and	and	CCONJ
cana-1577	37	12	hypothetical	hypothetical	ADJ
cana-1577	37	13	thoughts	thought	NOUN
cana-1577	37	14	.	.	PUNCT
cana-1577	38	1	they	they	PRON
cana-1577	38	2	appear	appear	VERB
cana-1577	38	3	both	both	PRON
cana-1577	38	4	what	what	PRON
cana-1577	38	5	has	have	AUX
cana-1577	38	6	been	be	AUX
cana-1577	38	7	seen	see	VERB
cana-1577	38	8	and	and	CCONJ
cana-1577	38	9	the	the	DET
cana-1577	38	10	physical	physical	ADJ
cana-1577	38	11	rules	rule	NOUN
cana-1577	38	12	that	that	PRON
cana-1577	38	13	control	control	VERB
cana-1577	38	14	penetrating	penetrate	VERB
cana-1577	38	15	forms	form	NOUN
cana-1577	38	16	.	.	PUNCT
cana-1577	39	1	half	half	ADJ
cana-1577	39	2	breed	breed	NOUN
cana-1577	39	3	models	model	NOUN
cana-1577	39	4	are	be	AUX
cana-1577	39	5	particularly	particularly	ADV
cana-1577	39	6	accommodating	accommodate	VERB
cana-1577	39	7	for	for	ADP
cana-1577	39	8	figuring	figure	VERB
cana-1577	39	9	out	out	ADP
cana-1577	39	10	complicated	complicated	ADJ
cana-1577	39	11	things	thing	NOUN
cana-1577	39	12	like	like	ADP
cana-1577	39	13	how	how	SCONJ
cana-1577	39	14	boring	boring	ADJ
cana-1577	39	15	liquids	liquid	NOUN
cana-1577	39	16	and	and	CCONJ
cana-1577	39	17	underground	underground	ADJ
cana-1577	39	18	rocks	rock	NOUN
cana-1577	39	19	combine	combine	PROPN
cana-1577	39	20	,	,	PUNCT
cana-1577	39	21	which	which	PRON
cana-1577	39	22	can	can	AUX
cana-1577	39	23	have	have	VERB
cana-1577	39	24	a	a	DET
cana-1577	39	25	enormous	enormous	ADJ
cana-1577	39	26	impact	impact	NOUN
cana-1577	39	27	on	on	ADP
cana-1577	39	28	how	how	SCONJ
cana-1577	39	29	well	well	ADV
cana-1577	39	30	and	and	CCONJ
cana-1577	39	31	securely	securely	ADV
cana-1577	39	32	the	the	DET
cana-1577	39	33	boring	boring	NOUN
cana-1577	39	34	is	be	AUX
cana-1577	39	35	worn	wear	VERB
cana-1577	39	36	.	.	PUNCT
cana-1577	40	1	out	out	ADP
cana-1577	40	2	boring	boring	ADJ
cana-1577	40	3	optimization	optimization	NOUN
cana-1577	40	4	,	,	PUNCT
cana-1577	40	5	unthinking	unthinking	ADJ
cana-1577	40	6	models	model	NOUN
cana-1577	40	7	that	that	PRON
cana-1577	40	8	are	be	AUX
cana-1577	40	9	based	base	VERB
cana-1577	40	10	on	on	ADP
cana-1577	40	11	material	material	NOUN
cana-1577	40	12	science	science	NOUN
cana-1577	40	13	concepts	concept	NOUN
cana-1577	40	14	are	be	AUX
cana-1577	40	15	still	still	ADV
cana-1577	40	16	exceptionally	exceptionally	ADV
cana-1577	40	17	imperative	imperative	ADJ
cana-1577	40	18	.	.	PUNCT
cana-1577	41	1	these	these	DET
cana-1577	41	2	models	model	NOUN
cana-1577	41	3	give	give	VERB
cana-1577	41	4	us	we	PRON
cana-1577	41	5	a	a	DET
cana-1577	41	6	full	full	ADJ
cana-1577	41	7	picture	picture	NOUN
cana-1577	41	8	of	of	ADP
cana-1577	41	9	how	how	SCONJ
cana-1577	41	10	the	the	DET
cana-1577	41	11	ground	ground	NOUN
cana-1577	41	12	works	work	VERB
cana-1577	41	13	and	and	CCONJ
cana-1577	41	14	are	be	AUX
cana-1577	41	15	essential	essential	ADJ
cana-1577	41	16	for	for	ADP
cana-1577	41	17	arranging	arrange	VERB
cana-1577	41	18	effective	effective	ADJ
cana-1577	41	19	burrowing	burrow	VERB
cana-1577	41	20	plans	plan	NOUN
cana-1577	41	21	.	.	PUNCT
cana-1577	42	1	unthinking	unthinke	VERB
cana-1577	42	2	models	model	NOUN
cana-1577	42	3	offer	offer	VERB
cana-1577	42	4	assistance	assistance	NOUN
cana-1577	42	5	engineers	engineer	NOUN
cana-1577	42	6	discover	discover	VERB
cana-1577	42	7	the	the	DET
cana-1577	42	8	most	most	ADV
cana-1577	42	9	excellent	excellent	ADJ
cana-1577	42	10	penetrating	penetrate	VERB
cana-1577	42	11	settings	setting	NOUN
cana-1577	42	12	and	and	CCONJ
cana-1577	42	13	foresee	foresee	ADJ
cana-1577	42	14	issues	issue	NOUN
cana-1577	42	15	by	by	ADP
cana-1577	42	16	modeling	model	VERB
cana-1577	42	17	how	how	SCONJ
cana-1577	42	18	the	the	DET
cana-1577	42	19	bore	bore	NOUN
cana-1577	42	20	string	string	NOUN
cana-1577	42	21	,	,	PUNCT
cana-1577	42	22	bit	bit	NOUN
cana-1577	42	23	,	,	PUNCT
cana-1577	42	24	and	and	CCONJ
cana-1577	42	25	penetrating	penetrate	VERB
cana-1577	42	26	liquid	liquid	NOUN
cana-1577	42	27	will	will	AUX
cana-1577	42	28	respond	respond	VERB
cana-1577	42	29	to	to	ADP
cana-1577	42	30	distinctive	distinctive	ADJ
cana-1577	42	31	circumstances	circumstance	NOUN
cana-1577	42	32	[	[	X
cana-1577	42	33	4	4	NUM
cana-1577	42	34	]	]	PUNCT
cana-1577	42	35	.	.	PUNCT
cana-1577	43	1	making	make	VERB
cana-1577	43	2	sure	sure	ADJ
cana-1577	43	3	that	that	SCONJ
cana-1577	43	4	the	the	DET
cana-1577	43	5	data	datum	NOUN
cana-1577	43	6	gathered	gather	VERB
cana-1577	43	7	from	from	ADP
cana-1577	43	8	digging	dig	VERB
cana-1577	43	9	places	place	NOUN
cana-1577	43	10	is	be	AUX
cana-1577	43	11	correct	correct	ADJ
cana-1577	43	12	is	be	AUX
cana-1577	43	13	important	important	ADJ
cana-1577	43	14	for	for	ADP
cana-1577	43	15	creating	create	VERB
cana-1577	43	16	strong	strong	ADJ
cana-1577	43	17	models	model	NOUN
cana-1577	43	18	that	that	PRON
cana-1577	43	19	can	can	AUX
cana-1577	43	20	handle	handle	VERB
cana-1577	43	21	the	the	DET
cana-1577	43	22	difficulties	difficulty	NOUN
cana-1577	43	23	of	of	ADP
cana-1577	43	24	real	real	ADJ
cana-1577	43	25	-	-	PUNCT
cana-1577	43	26	world	world	NOUN
cana-1577	43	27	operations	operation	NOUN
cana-1577	43	28	[	[	X
cana-1577	43	29	5	5	NUM
cana-1577	43	30	]	]	PUNCT
cana-1577	43	31	.	.	PUNCT
cana-1577	44	1	it	it	PRON
cana-1577	44	2	also	also	ADV
cana-1577	44	3	takes	take	VERB
cana-1577	44	4	a	a	DET
cana-1577	44	5	lot	lot	NOUN
cana-1577	44	6	of	of	ADP
cana-1577	44	7	computing	compute	VERB
cana-1577	44	8	power	power	NOUN
cana-1577	44	9	and	and	CCONJ
cana-1577	44	10	knowledge	knowledge	NOUN
cana-1577	44	11	in	in	ADP
cana-1577	44	12	both	both	DET
cana-1577	44	13	data	datum	NOUN
cana-1577	44	14	science	science	NOUN
cana-1577	44	15	and	and	CCONJ
cana-1577	44	16	drilling	drilling	NOUN
cana-1577	44	17	engineering	engineering	NOUN
cana-1577	44	18	to	to	PART
cana-1577	44	19	put	put	VERB
cana-1577	44	20	advanced	advanced	ADJ
cana-1577	44	21	models	model	NOUN
cana-1577	44	22	into	into	ADP
cana-1577	44	23	action	action	NOUN
cana-1577	44	24	.	.	PUNCT
cana-1577	45	1	it	it	PRON
cana-1577	45	2	is	be	AUX
cana-1577	45	3	important	important	ADJ
cana-1577	45	4	to	to	PART
cana-1577	45	5	bring	bring	VERB
cana-1577	45	6	these	these	DET
cana-1577	45	7	fields	field	NOUN
cana-1577	45	8	together	together	ADV
cana-1577	45	9	so	so	SCONJ
cana-1577	45	10	that	that	SCONJ
cana-1577	45	11	we	we	PRON
cana-1577	45	12	can	can	AUX
cana-1577	45	13	make	make	VERB
cana-1577	45	14	models	model	NOUN
cana-1577	45	15	that	that	PRON
cana-1577	45	16	are	be	AUX
cana-1577	45	17	not	not	PART
cana-1577	45	18	only	only	ADV
cana-1577	45	19	scientifically	scientifically	ADV
cana-1577	45	20	good	good	ADJ
cana-1577	45	21	but	but	CCONJ
cana-1577	45	22	also	also	ADV
cana-1577	45	23	useful	useful	ADJ
cana-1577	45	24	in	in	ADP
cana-1577	45	25	the	the	DET
cana-1577	45	26	real	real	ADJ
cana-1577	45	27	world	world	NOUN
cana-1577	45	28	.	.	PUNCT
cana-1577	46	1	new	new	ADJ
cana-1577	46	2	developments	development	NOUN
cana-1577	46	3	in	in	ADP
cana-1577	46	4	monitoring	monitor	VERB
cana-1577	46	5	technology	technology	NOUN
cana-1577	46	6	,	,	PUNCT
cana-1577	46	7	data	datum	NOUN
cana-1577	46	8	analytics	analytic	NOUN
cana-1577	46	9	,	,	PUNCT
cana-1577	46	10	and	and	CCONJ
cana-1577	46	11	computing	computing	NOUN
cana-1577	46	12	power	power	NOUN
cana-1577	46	13	will	will	AUX
cana-1577	46	14	likely	likely	ADV
cana-1577	46	15	lead	lead	VERB
cana-1577	46	16	to	to	ADP
cana-1577	46	17	even	even	ADV
cana-1577	46	18	more	more	ADJ
cana-1577	46	19	progress	progress	NOUN
cana-1577	46	20	in	in	ADP
cana-1577	46	21	the	the	DET
cana-1577	46	22	future	future	NOUN
cana-1577	46	23	of	of	ADP
cana-1577	46	24	drilling	drill	VERB
cana-1577	46	25	optimization	optimization	NOUN
cana-1577	46	26	.	.	PUNCT
cana-1577	47	1	as	as	SCONJ
cana-1577	47	2	the	the	DET
cana-1577	47	3	business	business	NOUN
cana-1577	47	4	world	world	NOUN
cana-1577	47	5	becomes	become	VERB
cana-1577	47	6	more	more	ADV
cana-1577	47	7	computerized	computerized	ADJ
cana-1577	47	8	and	and	CCONJ
cana-1577	47	9	data	datum	NOUN
cana-1577	47	10	-	-	PUNCT
cana-1577	47	11	driven	drive	VERB
cana-1577	47	12	,	,	PUNCT
cana-1577	47	13	using	use	VERB
cana-1577	47	14	advanced	advanced	ADJ
cana-1577	47	15	modeling	modeling	NOUN
cana-1577	47	16	methods	method	NOUN
cana-1577	47	17	will	will	AUX
cana-1577	47	18	become	become	VERB
cana-1577	47	19	more	more	ADV
cana-1577	47	20	and	and	CCONJ
cana-1577	47	21	more	more	ADV
cana-1577	47	22	important	important	ADJ
cana-1577	47	23	.	.	PUNCT
cana-1577	48	1	the	the	DET
cana-1577	48	2	oil	oil	NOUN
cana-1577	48	3	and	and	CCONJ
cana-1577	48	4	gas	gas	NOUN
cana-1577	48	5	business	business	NOUN
cana-1577	48	6	can	can	AUX
cana-1577	48	7	make	make	VERB
cana-1577	48	8	big	big	ADJ
cana-1577	48	9	steps	step	NOUN
cana-1577	48	10	forward	forward	ADV
cana-1577	48	11	in	in	ADP
cana-1577	48	12	efficiency	efficiency	NOUN
cana-1577	48	13	,	,	PUNCT
cana-1577	48	14	safety	safety	NOUN
cana-1577	48	15	,	,	PUNCT
cana-1577	48	16	and	and	CCONJ
cana-1577	48	17	sustainability	sustainability	NOUN
cana-1577	48	18	by	by	ADP
cana-1577	48	19	using	use	VERB
cana-1577	48	20	these	these	DET
cana-1577	48	21	models	model	NOUN
cana-1577	48	22	to	to	ADP
cana-1577	48	23	their	their	PRON
cana-1577	48	24	full	full	ADJ
cana-1577	48	25	potential	potential	NOUN
cana-1577	48	26	.	.	PUNCT
cana-1577	49	1	this	this	PRON
cana-1577	49	2	will	will	AUX
cana-1577	49	3	eventually	eventually	ADV
cana-1577	49	4	lead	lead	VERB
cana-1577	49	5	to	to	ADP
cana-1577	49	6	the	the	DET
cana-1577	49	7	responsible	responsible	ADJ
cana-1577	49	8	growth	growth	NOUN
cana-1577	49	9	of	of	ADP
cana-1577	49	10	energy	energy	NOUN
cana-1577	49	11	supplies	supply	NOUN
cana-1577	49	12	.	.	PUNCT
cana-1577	50	1	communications	communication	NOUN
cana-1577	50	2	on	on	ADP
cana-1577	50	3	applied	apply	VERB
cana-1577	50	4	nonlinear	nonlinear	ADJ
cana-1577	50	5	analysis	analysis	NOUN
cana-1577	50	6	issn	issn	NOUN
cana-1577	50	7	:	:	PUNCT
cana-1577	50	8	1074	1074	NUM
cana-1577	50	9	-	-	PUNCT
cana-1577	50	10	133x	133x	NUM
cana-1577	50	11	vol	vol	NOUN
cana-1577	50	12	31	31	NUM
cana-1577	50	13	no	no	NOUN
cana-1577	50	14	.	.	PUNCT
cana-1577	51	1	8s	8s	PROPN
cana-1577	51	2	(	(	PUNCT
cana-1577	51	3	2024	2024	NUM
cana-1577	51	4	)	)	PUNCT
cana-1577	51	5	673	673	NUM
cana-1577	51	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	51	7	ii	ii	PROPN
cana-1577	51	8	.	.	PUNCT
cana-1577	52	1	background	background	NOUN
cana-1577	52	2	over	over	ADP
cana-1577	52	3	the	the	DET
cana-1577	52	4	past	past	ADJ
cana-1577	52	5	few	few	ADJ
cana-1577	52	6	decades	decade	NOUN
cana-1577	52	7	,	,	PUNCT
cana-1577	52	8	the	the	DET
cana-1577	52	9	oil	oil	NOUN
cana-1577	52	10	and	and	CCONJ
cana-1577	52	11	gas	gas	NOUN
cana-1577	52	12	trade	trade	NOUN
cana-1577	52	13	has	have	AUX
cana-1577	52	14	made	make	VERB
cana-1577	52	15	a	a	DET
cana-1577	52	16	part	part	NOUN
cana-1577	52	17	of	of	ADP
cana-1577	52	18	logical	logical	ADJ
cana-1577	52	19	advance	advance	NOUN
cana-1577	52	20	.	.	PUNCT
cana-1577	53	1	typically	typically	ADV
cana-1577	53	2	since	since	SCONJ
cana-1577	53	3	of	of	ADP
cana-1577	53	4	the	the	DET
cana-1577	53	5	growing	grow	VERB
cana-1577	53	6	require	require	NOUN
cana-1577	53	7	for	for	ADP
cana-1577	53	8	vitality	vitality	NOUN
cana-1577	53	9	and	and	CCONJ
cana-1577	53	10	the	the	DET
cana-1577	53	11	ought	ought	AUX
cana-1577	53	12	to	to	PART
cana-1577	53	13	get	get	VERB
cana-1577	53	14	resources	resource	NOUN
cana-1577	53	15	out	out	ADP
cana-1577	53	16	of	of	ADP
cana-1577	53	17	the	the	DET
cana-1577	53	18	ground	ground	NOUN
cana-1577	53	19	more	more	ADV
cana-1577	53	20	efficiently	efficiently	ADV
cana-1577	53	21	.	.	PUNCT
cana-1577	54	1	improving	improve	VERB
cana-1577	54	2	the	the	DET
cana-1577	54	3	execution	execution	NOUN
cana-1577	54	4	of	of	ADP
cana-1577	54	5	boring	boring	NOUN
cana-1577	54	6	has	have	AUX
cana-1577	54	7	been	be	AUX
cana-1577	54	8	one	one	NUM
cana-1577	54	9	of	of	ADP
cana-1577	54	10	the	the	DET
cana-1577	54	11	most	most	ADJ
cana-1577	54	12	objectives	objective	NOUN
cana-1577	54	13	,	,	PUNCT
cana-1577	54	14	because	because	SCONJ
cana-1577	54	15	it	it	PRON
cana-1577	54	16	may	may	AUX
cana-1577	54	17	be	be	AUX
cana-1577	54	18	a	a	DET
cana-1577	54	19	key	key	ADJ
cana-1577	54	20	way	way	NOUN
cana-1577	54	21	to	to	PART
cana-1577	54	22	cut	cut	VERB
cana-1577	54	23	down	down	ADP
cana-1577	54	24	on	on	ADP
cana-1577	54	25	running	running	NOUN
cana-1577	54	26	costs	cost	NOUN
cana-1577	54	27	and	and	CCONJ
cana-1577	54	28	natural	natural	ADJ
cana-1577	54	29	harm	harm	NOUN
cana-1577	54	30	.	.	PUNCT
cana-1577	55	1	within	within	ADP
cana-1577	55	2	the	the	DET
cana-1577	55	3	past	past	NOUN
cana-1577	55	4	,	,	PUNCT
cana-1577	55	5	boring	boring	ADJ
cana-1577	55	6	operations	operation	NOUN
cana-1577	55	7	depended	depend	VERB
cana-1577	55	8	a	a	DET
cana-1577	55	9	part	part	NOUN
cana-1577	55	10	on	on	ADP
cana-1577	55	11	common	common	ADJ
cana-1577	55	12	sense	sense	NOUN
cana-1577	55	13	data	datum	NOUN
cana-1577	55	14	and	and	CCONJ
cana-1577	55	15	tried	try	VERB
cana-1577	55	16	-	-	PUNCT
cana-1577	55	17	and	and	CCONJ
cana-1577	55	18	-	-	PUNCT
cana-1577	55	19	true	true	ADJ
cana-1577	55	20	strategies	strategy	NOUN
cana-1577	55	21	,	,	PUNCT
cana-1577	55	22	which	which	PRON
cana-1577	55	23	frequently	frequently	ADV
cana-1577	55	24	driven	drive	VERB
cana-1577	55	25	to	to	ADP
cana-1577	55	26	destitute	destitute	ADJ
cana-1577	55	27	comes	come	VERB
cana-1577	55	28	about	about	ADP
cana-1577	55	29	and	and	CCONJ
cana-1577	55	30	issues	issue	NOUN
cana-1577	55	31	that	that	PRON
cana-1577	55	32	were	be	AUX
cana-1577	55	33	not	not	PART
cana-1577	55	34	anticipated	anticipate	VERB
cana-1577	55	35	.	.	PUNCT
cana-1577	56	1	but	but	CCONJ
cana-1577	56	2	since	since	SCONJ
cana-1577	56	3	more	more	ADJ
cana-1577	56	4	progressed	progress	VERB
cana-1577	56	5	modeling	modeling	NOUN
cana-1577	56	6	strategies	strategy	NOUN
cana-1577	56	7	came	come	VERB
cana-1577	56	8	out	out	ADP
cana-1577	56	9	,	,	PUNCT
cana-1577	56	10	the	the	DET
cana-1577	56	11	industry	industry	NOUN
cana-1577	56	12	has	have	AUX
cana-1577	56	13	changed	change	VERB
cana-1577	56	14	its	its	PRON
cana-1577	56	15	center	center	NOUN
cana-1577	56	16	to	to	ADP
cana-1577	56	17	ways	way	NOUN
cana-1577	56	18	that	that	PRON
cana-1577	56	19	are	be	AUX
cana-1577	56	20	based	base	VERB
cana-1577	56	21	on	on	ADP
cana-1577	56	22	information	information	NOUN
cana-1577	56	23	and	and	CCONJ
cana-1577	56	24	recreations	recreation	NOUN
cana-1577	56	25	[	[	X
cana-1577	56	26	6	6	NUM
cana-1577	56	27	,	,	PUNCT
cana-1577	56	28	7	7	NUM
cana-1577	56	29	]	]	PUNCT
cana-1577	56	30	.	.	PUNCT
cana-1577	57	1	datadriven	datadriven	ADJ
cana-1577	57	2	models	model	NOUN
cana-1577	57	3	have	have	AUX
cana-1577	57	4	gotten	get	VERB
cana-1577	57	5	to	to	PART
cana-1577	57	6	be	be	AUX
cana-1577	57	7	an	an	DET
cana-1577	57	8	imperative	imperative	ADJ
cana-1577	57	9	portion	portion	NOUN
cana-1577	57	10	of	of	ADP
cana-1577	57	11	making	make	VERB
cana-1577	57	12	burrowing	burrow	VERB
cana-1577	57	13	forms	form	NOUN
cana-1577	57	14	superior	superior	ADJ
cana-1577	57	15	.	.	PUNCT
cana-1577	58	1	expansive	expansive	ADJ
cana-1577	58	2	datasets	dataset	NOUN
cana-1577	58	3	accumulated	accumulate	VERB
cana-1577	58	4	from	from	ADP
cana-1577	58	5	burrowing	burrow	VERB
cana-1577	58	6	operations	operation	NOUN
cana-1577	58	7	are	be	AUX
cana-1577	58	8	utilized	utilize	VERB
cana-1577	58	9	by	by	ADP
cana-1577	58	10	these	these	DET
cana-1577	58	11	models	model	NOUN
cana-1577	58	12	to	to	PART
cana-1577	58	13	discover	discover	VERB
cana-1577	58	14	patterns	pattern	NOUN
cana-1577	58	15	and	and	CCONJ
cana-1577	58	16	associations	association	NOUN
cana-1577	58	17	that	that	PRON
cana-1577	58	18	are	be	AUX
cana-1577	58	19	difficult	difficult	ADJ
cana-1577	58	20	to	to	PART
cana-1577	58	21	see	see	VERB
cana-1577	58	22	with	with	ADP
cana-1577	58	23	conventional	conventional	ADJ
cana-1577	58	24	strategies	strategy	NOUN
cana-1577	58	25	.	.	PUNCT
cana-1577	59	1	a	a	DET
cana-1577	59	2	part	part	NOUN
cana-1577	59	3	of	of	ADP
cana-1577	59	4	work	work	NOUN
cana-1577	59	5	has	have	AUX
cana-1577	59	6	been	be	AUX
cana-1577	59	7	done	do	VERB
cana-1577	59	8	utilizing	utilize	VERB
cana-1577	59	9	machine	machine	NOUN
cana-1577	59	10	learning	learning	NOUN
cana-1577	59	11	strategies	strategy	NOUN
cana-1577	59	12	like	like	ADP
cana-1577	59	13	neural	neural	ADJ
cana-1577	59	14	systems	system	NOUN
cana-1577	59	15	,	,	PUNCT
cana-1577	59	16	bolster	bolster	VERB
cana-1577	59	17	vector	vector	NOUN
cana-1577	59	18	machines	machine	NOUN
cana-1577	59	19	,	,	PUNCT
cana-1577	59	20	and	and	CCONJ
cana-1577	59	21	choice	choice	NOUN
cana-1577	59	22	trees	tree	NOUN
cana-1577	59	23	to	to	PART
cana-1577	59	24	figure	figure	VERB
cana-1577	59	25	imperative	imperative	ADJ
cana-1577	59	26	penetrating	penetrating	NOUN
cana-1577	59	27	components	component	NOUN
cana-1577	59	28	like	like	ADP
cana-1577	59	29	rate	rate	NOUN
cana-1577	59	30	of	of	ADP
cana-1577	59	31	passage	passage	NOUN
cana-1577	59	32	,	,	PUNCT
cana-1577	59	33	torque	torque	NOUN
cana-1577	59	34	,	,	PUNCT
cana-1577	59	35	and	and	CCONJ
cana-1577	59	36	drag	drag	VERB
cana-1577	59	37	[	[	X
cana-1577	59	38	8	8	NUM
cana-1577	59	39	,	,	PUNCT
cana-1577	59	40	9	9	NUM
cana-1577	59	41	]	]	PUNCT
cana-1577	59	42	.	.	PUNCT
cana-1577	60	1	analysts	analyst	NOUN
cana-1577	60	2	have	have	AUX
cana-1577	60	3	been	be	AUX
cana-1577	60	4	able	able	ADJ
cana-1577	60	5	to	to	PART
cana-1577	60	6	form	form	VERB
cana-1577	60	7	models	model	NOUN
cana-1577	60	8	that	that	PRON
cana-1577	60	9	can	can	AUX
cana-1577	60	10	accurately	accurately	ADV
cana-1577	60	11	foresee	foresee	VERB
cana-1577	60	12	how	how	SCONJ
cana-1577	60	13	well	well	ADV
cana-1577	60	14	penetrating	penetrating	NOUN
cana-1577	60	15	will	will	AUX
cana-1577	60	16	work	work	VERB
cana-1577	60	17	,	,	PUNCT
cana-1577	60	18	discover	discover	VERB
cana-1577	60	19	conceivable	conceivable	ADJ
cana-1577	60	20	dangers	danger	NOUN
cana-1577	60	21	,	,	PUNCT
cana-1577	60	22	and	and	CCONJ
cana-1577	60	23	move	move	VERB
cana-1577	60	24	forward	forward	ADV
cana-1577	60	25	working	work	VERB
cana-1577	60	26	components	component	NOUN
cana-1577	60	27	in	in	ADP
cana-1577	60	28	genuine	genuine	ADJ
cana-1577	60	29	time	time	NOUN
cana-1577	60	30	by	by	ADP
cana-1577	60	31	preparing	prepare	VERB
cana-1577	60	32	these	these	DET
cana-1577	60	33	calculations	calculation	NOUN
cana-1577	60	34	on	on	ADP
cana-1577	60	35	old	old	ADJ
cana-1577	60	36	data	datum	NOUN
cana-1577	60	37	[	[	X
cana-1577	60	38	10	10	NUM
cana-1577	60	39	]	]	PUNCT
cana-1577	60	40	.	.	PUNCT
cana-1577	61	1	machine	machine	NOUN
cana-1577	61	2	learning	learning	NOUN
cana-1577	61	3	has	have	AUX
cana-1577	61	4	appeared	appear	VERB
cana-1577	61	5	a	a	DET
cana-1577	61	6	parcel	parcel	NOUN
cana-1577	61	7	of	of	ADP
cana-1577	61	8	potential	potential	NOUN
cana-1577	61	9	when	when	SCONJ
cana-1577	61	10	used	use	VERB
cana-1577	61	11	in	in	ADP
cana-1577	61	12	penetrating	penetrate	VERB
cana-1577	61	13	.	.	PUNCT
cana-1577	62	1	thinks	think	VERB
cana-1577	62	2	about	about	ADP
cana-1577	62	3	have	have	AUX
cana-1577	62	4	appeared	appear	VERB
cana-1577	62	5	that	that	SCONJ
cana-1577	62	6	it	it	PRON
cana-1577	62	7	can	can	AUX
cana-1577	62	8	make	make	VERB
cana-1577	62	9	strides	stride	NOUN
cana-1577	62	10	boring	boring	ADJ
cana-1577	62	11	execution	execution	NOUN
cana-1577	62	12	and	and	CCONJ
cana-1577	62	13	cut	cut	VERB
cana-1577	62	14	down	down	ADP
cana-1577	62	15	on	on	ADP
cana-1577	62	16	time	time	NOUN
cana-1577	62	17	went	go	VERB
cana-1577	62	18	through	through	ADP
cana-1577	62	19	not	not	PART
cana-1577	62	20	doing	do	VERB
cana-1577	62	21	anything	anything	PRON
cana-1577	62	22	[	[	X
cana-1577	62	23	11	11	NUM
cana-1577	62	24	]	]	PUNCT
cana-1577	62	25	.	.	PUNCT
cana-1577	63	1	one	one	NUM
cana-1577	63	2	of	of	ADP
cana-1577	63	3	the	the	DET
cana-1577	63	4	best	good	ADJ
cana-1577	63	5	things	thing	NOUN
cana-1577	63	6	almost	almost	ADV
cana-1577	63	7	data	data	NOUN
cana-1577	63	8	-	-	PUNCT
cana-1577	63	9	driven	drive	VERB
cana-1577	63	10	models	model	NOUN
cana-1577	63	11	is	be	AUX
cana-1577	63	12	that	that	SCONJ
cana-1577	63	13	they	they	PRON
cana-1577	63	14	can	can	AUX
cana-1577	63	15	alter	alter	VERB
cana-1577	63	16	as	as	SCONJ
cana-1577	63	17	things	thing	NOUN
cana-1577	63	18	happen	happen	VERB
cana-1577	63	19	.	.	PUNCT
cana-1577	64	1	as	as	SCONJ
cana-1577	64	2	the	the	DET
cana-1577	64	3	boring	boring	ADJ
cana-1577	64	4	handle	handle	NOUN
cana-1577	64	5	goes	go	VERB
cana-1577	64	6	on	on	ADV
cana-1577	64	7	,	,	PUNCT
cana-1577	64	8	sensors	sensor	NOUN
cana-1577	64	9	built	build	VERB
cana-1577	64	10	into	into	ADP
cana-1577	64	11	the	the	DET
cana-1577	64	12	penetrating	penetrating	NOUN
cana-1577	64	13	apparatuses	apparatus	NOUN
cana-1577	64	14	send	send	VERB
cana-1577	64	15	real	real	ADJ
cana-1577	64	16	-	-	PUNCT
cana-1577	64	17	time	time	NOUN
cana-1577	64	18	information	information	NOUN
cana-1577	64	19	streams	stream	NOUN
cana-1577	64	20	that	that	PRON
cana-1577	64	21	keep	keep	VERB
cana-1577	64	22	track	track	NOUN
cana-1577	64	23	of	of	ADP
cana-1577	64	24	execution	execution	NOUN
cana-1577	64	25	measures	measure	NOUN
cana-1577	64	26	and	and	CCONJ
cana-1577	64	27	climate	climate	NOUN
cana-1577	64	28	components	component	NOUN
cana-1577	64	29	.	.	PUNCT
cana-1577	65	1	this	this	DET
cana-1577	65	2	colossal	colossal	ADJ
cana-1577	65	3	sum	sum	NOUN
cana-1577	65	4	of	of	ADP
cana-1577	65	5	information	information	NOUN
cana-1577	65	6	lets	let	VERB
cana-1577	65	7	machine	machine	NOUN
cana-1577	65	8	learning	learning	NOUN
cana-1577	65	9	models	model	NOUN
cana-1577	65	10	alter	alter	VERB
cana-1577	65	11	their	their	PRON
cana-1577	65	12	forecasts	forecast	NOUN
cana-1577	65	13	on	on	ADP
cana-1577	65	14	the	the	DET
cana-1577	65	15	fly	fly	NOUN
cana-1577	65	16	,	,	PUNCT
cana-1577	65	17	giving	give	VERB
cana-1577	65	18	specialists	specialist	NOUN
cana-1577	65	19	valuable	valuable	ADJ
cana-1577	65	20	data	datum	NOUN
cana-1577	65	21	that	that	PRON
cana-1577	65	22	can	can	AUX
cana-1577	65	23	offer	offer	VERB
cana-1577	65	24	assistance	assistance	NOUN
cana-1577	65	25	them	they	PRON
cana-1577	65	26	make	make	VERB
cana-1577	65	27	choices	choice	NOUN
cana-1577	65	28	[	[	X
cana-1577	65	29	12	12	NUM
cana-1577	65	30	]	]	PUNCT
cana-1577	65	31	.	.	PUNCT
cana-1577	66	1	including	include	VERB
cana-1577	66	2	real	real	ADJ
cana-1577	66	3	-	-	PUNCT
cana-1577	66	4	time	time	NOUN
cana-1577	66	5	information	information	NOUN
cana-1577	66	6	analytics	analytic	NOUN
cana-1577	66	7	to	to	ADP
cana-1577	66	8	penetrating	penetrate	VERB
cana-1577	66	9	operations	operation	NOUN
cana-1577	66	10	could	could	AUX
cana-1577	66	11	be	be	AUX
cana-1577	66	12	a	a	DET
cana-1577	66	13	huge	huge	ADJ
cana-1577	66	14	step	step	NOUN
cana-1577	66	15	forward	forward	ADV
cana-1577	66	16	for	for	ADP
cana-1577	66	17	the	the	DET
cana-1577	66	18	trade	trade	NOUN
cana-1577	66	19	since	since	SCONJ
cana-1577	66	20	it	it	PRON
cana-1577	66	21	makes	make	VERB
cana-1577	66	22	drilling	drilling	NOUN
cana-1577	66	23	tactics	tactic	NOUN
cana-1577	66	24	more	more	ADV
cana-1577	66	25	speedy	speedy	ADJ
cana-1577	66	26	and	and	CCONJ
cana-1577	66	27	adaptable	adaptable	ADJ
cana-1577	66	28	[	[	PUNCT
cana-1577	66	29	13	13	NUM
cana-1577	66	30	]	]	PUNCT
cana-1577	66	31	.	.	PUNCT
cana-1577	67	1	within	within	ADP
cana-1577	67	2	the	the	DET
cana-1577	67	3	past	past	ADJ
cana-1577	67	4	few	few	ADJ
cana-1577	67	5	a	a	DET
cana-1577	67	6	long	long	ADJ
cana-1577	67	7	time	time	NOUN
cana-1577	67	8	,	,	PUNCT
cana-1577	67	9	crossover	crossover	ADP
cana-1577	67	10	modeling	model	VERB
cana-1577	67	11	frameworks	framework	NOUN
cana-1577	67	12	that	that	PRON
cana-1577	67	13	utilize	utilize	VERB
cana-1577	67	14	both	both	DET
cana-1577	67	15	data	data	NOUN
cana-1577	67	16	-	-	PUNCT
cana-1577	67	17	driven	drive	VERB
cana-1577	67	18	strategies	strategy	NOUN
cana-1577	67	19	and	and	CCONJ
cana-1577	67	20	physics	physics	NOUN
cana-1577	67	21	-	-	PUNCT
cana-1577	67	22	based	base	VERB
cana-1577	67	23	models	model	NOUN
cana-1577	67	24	have	have	AUX
cana-1577	67	25	moreover	moreover	ADV
cana-1577	67	26	ended	end	VERB
cana-1577	67	27	up	up	ADP
cana-1577	67	28	more	more	ADV
cana-1577	67	29	prevalent	prevalent	ADJ
cana-1577	67	30	.	.	PUNCT
cana-1577	68	1	these	these	DET
cana-1577	68	2	models	model	NOUN
cana-1577	68	3	utilize	utilize	VERB
cana-1577	68	4	both	both	DET
cana-1577	68	5	real	real	ADJ
cana-1577	68	6	-	-	PUNCT
cana-1577	68	7	world	world	NOUN
cana-1577	68	8	information	information	NOUN
cana-1577	68	9	and	and	CCONJ
cana-1577	68	10	hypothetical	hypothetical	ADJ
cana-1577	68	11	thoughts	thought	NOUN
cana-1577	68	12	to	to	PART
cana-1577	68	13	clarify	clarify	VERB
cana-1577	68	14	both	both	CCONJ
cana-1577	68	15	what	what	PRON
cana-1577	68	16	is	be	AUX
cana-1577	68	17	being	be	AUX
cana-1577	68	18	noticed	notice	VERB
cana-1577	68	19	and	and	CCONJ
cana-1577	68	20	what	what	PRON
cana-1577	68	21	is	be	AUX
cana-1577	68	22	truly	truly	ADV
cana-1577	68	23	going	go	VERB
cana-1577	68	24	on	on	ADP
cana-1577	68	25	physically	physically	ADV
cana-1577	68	26	[	[	X
cana-1577	68	27	14	14	NUM
cana-1577	68	28	]	]	PUNCT
cana-1577	68	29	.	.	PUNCT
cana-1577	69	1	by	by	ADP
cana-1577	69	2	utilizing	utilize	VERB
cana-1577	69	3	the	the	DET
cana-1577	69	4	finest	fine	ADJ
cana-1577	69	5	parts	part	NOUN
cana-1577	69	6	of	of	ADP
cana-1577	69	7	both	both	DET
cana-1577	69	8	approaches	approach	NOUN
cana-1577	69	9	,	,	PUNCT
cana-1577	69	10	crossover	crossover	NOUN
cana-1577	69	11	models	model	NOUN
cana-1577	69	12	deliver	deliver	VERB
cana-1577	69	13	us	we	PRON
cana-1577	69	14	a	a	DET
cana-1577	69	15	full	full	ADJ
cana-1577	69	16	picture	picture	NOUN
cana-1577	69	17	of	of	ADP
cana-1577	69	18	complicated	complicated	ADJ
cana-1577	69	19	penetrating	penetrating	NOUN
cana-1577	69	20	forms	form	NOUN
cana-1577	69	21	.	.	PUNCT
cana-1577	70	1	for	for	ADP
cana-1577	70	2	case	case	NOUN
cana-1577	70	3	,	,	PUNCT
cana-1577	70	4	they	they	PRON
cana-1577	70	5	can	can	AUX
cana-1577	70	6	demonstrate	demonstrate	VERB
cana-1577	70	7	how	how	SCONJ
cana-1577	70	8	penetrating	penetrate	VERB
cana-1577	70	9	liquids	liquid	NOUN
cana-1577	70	10	connected	connect	VERB
cana-1577	70	11	with	with	ADP
cana-1577	70	12	rock	rock	NOUN
cana-1577	70	13	layers	layer	NOUN
cana-1577	70	14	underneath	underneath	ADP
cana-1577	70	15	the	the	DET
cana-1577	70	16	surface	surface	NOUN
cana-1577	70	17	,	,	PUNCT
cana-1577	70	18	which	which	PRON
cana-1577	70	19	may	may	AUX
cana-1577	70	20	be	be	AUX
cana-1577	70	21	a	a	DET
cana-1577	70	22	key	key	ADJ
cana-1577	70	23	portion	portion	NOUN
cana-1577	70	24	of	of	ADP
cana-1577	70	25	finding	find	VERB
cana-1577	70	26	the	the	DET
cana-1577	70	27	leading	lead	VERB
cana-1577	70	28	cosmetics	cosmetic	NOUN
cana-1577	70	29	and	and	CCONJ
cana-1577	70	30	stream	stream	NOUN
cana-1577	70	31	rates	rate	NOUN
cana-1577	70	32	for	for	ADP
cana-1577	70	33	boring	bore	VERB
cana-1577	70	34	liquids	liquid	NOUN
cana-1577	70	35	[	[	X
cana-1577	70	36	15	15	NUM
cana-1577	70	37	]	]	PUNCT
cana-1577	70	38	.	.	PUNCT
cana-1577	71	1	it	it	PRON
cana-1577	71	2	has	have	AUX
cana-1577	71	3	been	be	AUX
cana-1577	71	4	appeared	appear	VERB
cana-1577	71	5	that	that	SCONJ
cana-1577	71	6	crossover	crossover	NOUN
cana-1577	71	7	models	model	NOUN
cana-1577	71	8	can	can	AUX
cana-1577	71	9	make	make	VERB
cana-1577	71	10	forecasts	forecast	NOUN
cana-1577	71	11	more	more	ADV
cana-1577	71	12	exact	exact	ADJ
cana-1577	71	13	and	and	CCONJ
cana-1577	71	14	boring	boring	ADJ
cana-1577	71	15	strategies	strategy	NOUN
cana-1577	71	16	more	more	ADV
cana-1577	71	17	solid	solid	ADJ
cana-1577	71	18	.	.	PUNCT
cana-1577	72	1	this	this	PRON
cana-1577	72	2	makes	make	VERB
cana-1577	72	3	them	they	PRON
cana-1577	72	4	valuable	valuable	ADJ
cana-1577	72	5	apparatuses	apparatus	NOUN
cana-1577	72	6	for	for	ADP
cana-1577	72	7	boring	boring	ADJ
cana-1577	72	8	engineers	engineer	NOUN
cana-1577	72	9	[	[	X
cana-1577	72	10	16	16	NUM
cana-1577	72	11	]	]	PUNCT
cana-1577	72	12	.	.	PUNCT
cana-1577	73	1	in	in	ADP
cana-1577	73	2	arrange	arrange	NOUN
cana-1577	73	3	to	to	PART
cana-1577	73	4	progress	progress	VERB
cana-1577	73	5	penetrating	penetrate	VERB
cana-1577	73	6	execution	execution	NOUN
cana-1577	73	7	,	,	PUNCT
cana-1577	73	8	unthinking	unthinking	ADJ
cana-1577	73	9	models	model	NOUN
cana-1577	73	10	,	,	PUNCT
cana-1577	73	11	which	which	PRON
cana-1577	73	12	are	be	AUX
cana-1577	73	13	based	base	VERB
cana-1577	73	14	on	on	ADP
cana-1577	73	15	physical	physical	ADJ
cana-1577	73	16	laws	law	NOUN
cana-1577	73	17	,	,	PUNCT
cana-1577	73	18	are	be	AUX
cana-1577	73	19	still	still	ADV
cana-1577	73	20	exceptionally	exceptionally	ADV
cana-1577	73	21	vital	vital	ADJ
cana-1577	73	22	.	.	PUNCT
cana-1577	74	1	these	these	DET
cana-1577	74	2	models	model	NOUN
cana-1577	74	3	grant	grant	VERB
cana-1577	74	4	us	we	PRON
cana-1577	74	5	a	a	DET
cana-1577	74	6	part	part	NOUN
cana-1577	74	7	of	of	ADP
cana-1577	74	8	data	datum	NOUN
cana-1577	74	9	almost	almost	ADV
cana-1577	74	10	how	how	SCONJ
cana-1577	74	11	the	the	DET
cana-1577	74	12	ground	ground	NOUN
cana-1577	74	13	moves	move	VERB
cana-1577	74	14	and	and	CCONJ
cana-1577	74	15	are	be	AUX
cana-1577	74	16	necessary	necessary	ADJ
cana-1577	74	17	for	for	ADP
cana-1577	74	18	making	make	VERB
cana-1577	74	19	great	great	ADJ
cana-1577	74	20	boring	boring	ADJ
cana-1577	74	21	plans	plan	NOUN
cana-1577	74	22	[	[	X
cana-1577	74	23	17	17	NUM
cana-1577	74	24	]	]	PUNCT
cana-1577	74	25	.	.	PUNCT
cana-1577	75	1	unthinking	unthinke	VERB
cana-1577	75	2	models	model	NOUN
cana-1577	75	3	can	can	AUX
cana-1577	75	4	duplicate	duplicate	VERB
cana-1577	75	5	how	how	SCONJ
cana-1577	75	6	the	the	DET
cana-1577	75	7	bore	bore	NOUN
cana-1577	75	8	string	string	NOUN
cana-1577	75	9	,	,	PUNCT
cana-1577	75	10	bit	bit	NOUN
cana-1577	75	11	,	,	PUNCT
cana-1577	75	12	and	and	CCONJ
cana-1577	75	13	penetrating	penetrate	VERB
cana-1577	75	14	liquid	liquid	ADJ
cana-1577	75	15	act	act	NOUN
cana-1577	75	16	totally	totally	ADV
cana-1577	75	17	different	different	ADJ
cana-1577	75	18	circumstances	circumstance	NOUN
cana-1577	75	19	.	.	PUNCT
cana-1577	76	1	this	this	PRON
cana-1577	76	2	lets	let	VERB
cana-1577	76	3	engineers	engineer	NOUN
cana-1577	76	4	see	see	VERB
cana-1577	76	5	at	at	ADP
cana-1577	76	6	diverse	diverse	ADJ
cana-1577	76	7	conceivable	conceivable	ADJ
cana-1577	76	8	outcomes	outcome	NOUN
cana-1577	76	9	and	and	CCONJ
cana-1577	76	10	alter	alter	VERB
cana-1577	76	11	the	the	DET
cana-1577	76	12	boring	boring	ADJ
cana-1577	76	13	settings	setting	NOUN
cana-1577	76	14	as	as	SCONJ
cana-1577	76	15	required	require	VERB
cana-1577	76	16	.	.	PUNCT
cana-1577	77	1	more	more	ADV
cana-1577	77	2	powerful	powerful	ADJ
cana-1577	77	3	computers	computer	NOUN
cana-1577	77	4	and	and	CCONJ
cana-1577	77	5	superior	superior	ADJ
cana-1577	77	6	modeling	modeling	NOUN
cana-1577	77	7	apparatuses	apparatus	NOUN
cana-1577	77	8	have	have	AUX
cana-1577	77	9	made	make	VERB
cana-1577	77	10	it	it	PRON
cana-1577	77	11	conceivable	conceivable	ADJ
cana-1577	77	12	to	to	PART
cana-1577	77	13	form	form	VERB
cana-1577	77	14	complex	complex	ADJ
cana-1577	77	15	atomic	atomic	ADJ
cana-1577	77	16	models	model	NOUN
cana-1577	77	17	that	that	PRON
cana-1577	77	18	precisely	precisely	ADV
cana-1577	77	19	appear	appear	VERB
cana-1577	77	20	how	how	SCONJ
cana-1577	77	21	boring	boring	ADJ
cana-1577	77	22	works	work	NOUN
cana-1577	77	23	[	[	X
cana-1577	77	24	18	18	NUM
cana-1577	77	25	]	]	PUNCT
cana-1577	77	26	.	.	PUNCT
cana-1577	78	1	a	a	DET
cana-1577	78	2	part	part	NOUN
cana-1577	78	3	of	of	ADP
cana-1577	78	4	issues	issue	NOUN
cana-1577	78	5	come	come	VERB
cana-1577	78	6	up	up	ADP
cana-1577	78	7	after	after	SCONJ
cana-1577	78	8	you	you	PRON
cana-1577	78	9	attempt	attempt	VERB
cana-1577	78	10	to	to	PART
cana-1577	78	11	utilize	utilize	VERB
cana-1577	78	12	progressed	progress	VERB
cana-1577	78	13	modeling	modeling	NOUN
cana-1577	78	14	strategies	strategy	NOUN
cana-1577	78	15	in	in	ADP
cana-1577	78	16	drills	drill	NOUN
cana-1577	78	17	.	.	PUNCT
cana-1577	79	1	concerns	concern	NOUN
cana-1577	79	2	about	about	ADP
cana-1577	79	3	data	datum	NOUN
cana-1577	79	4	quality	quality	NOUN
cana-1577	79	5	and	and	CCONJ
cana-1577	79	6	access	access	NOUN
cana-1577	79	7	still	still	ADV
cana-1577	79	8	exist	exist	VERB
cana-1577	79	9	,	,	PUNCT
cana-1577	79	10	since	since	SCONJ
cana-1577	79	11	the	the	DET
cana-1577	79	12	accuracy	accuracy	NOUN
cana-1577	79	13	and	and	CCONJ
cana-1577	79	14	communications	communication	NOUN
cana-1577	79	15	on	on	ADP
cana-1577	79	16	applied	apply	VERB
cana-1577	79	17	nonlinear	nonlinear	ADJ
cana-1577	79	18	analysis	analysis	NOUN
cana-1577	79	19	issn	issn	NOUN
cana-1577	79	20	:	:	PUNCT
cana-1577	79	21	1074	1074	NUM
cana-1577	79	22	-	-	PUNCT
cana-1577	79	23	133x	133x	NUM
cana-1577	79	24	vol	vol	NOUN
cana-1577	79	25	31	31	NUM
cana-1577	79	26	no	no	NOUN
cana-1577	79	27	.	.	PUNCT
cana-1577	80	1	8s	8s	PROPN
cana-1577	80	2	(	(	PUNCT
cana-1577	80	3	2024	2024	NUM
cana-1577	80	4	)	)	PUNCT
cana-1577	80	5	674	674	NUM
cana-1577	80	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	80	7	dependability	dependability	NOUN
cana-1577	80	8	of	of	ADP
cana-1577	80	9	models	model	NOUN
cana-1577	80	10	depend	depend	VERB
cana-1577	80	11	a	a	DET
cana-1577	80	12	lot	lot	NOUN
cana-1577	80	13	on	on	ADP
cana-1577	80	14	the	the	DET
cana-1577	80	15	quality	quality	NOUN
cana-1577	80	16	of	of	ADP
cana-1577	80	17	the	the	DET
cana-1577	80	18	data	datum	NOUN
cana-1577	80	19	that	that	PRON
cana-1577	80	20	goes	go	VERB
cana-1577	80	21	into	into	ADP
cana-1577	80	22	them	they	PRON
cana-1577	80	23	[	[	X
cana-1577	80	24	19	19	NUM
cana-1577	80	25	]	]	PUNCT
cana-1577	80	26	.	.	PUNCT
cana-1577	81	1	when	when	SCONJ
cana-1577	81	2	data	datum	NOUN
cana-1577	81	3	is	be	AUX
cana-1577	81	4	missing	miss	VERB
cana-1577	81	5	or	or	CCONJ
cana-1577	81	6	confusing	confusing	ADJ
cana-1577	81	7	,	,	PUNCT
cana-1577	81	8	it	it	PRON
cana-1577	81	9	can	can	AUX
cana-1577	81	10	cause	cause	VERB
cana-1577	81	11	predictions	prediction	NOUN
cana-1577	81	12	to	to	PART
cana-1577	81	13	be	be	AUX
cana-1577	81	14	wrong	wrong	ADJ
cana-1577	81	15	and	and	CCONJ
cana-1577	81	16	decisions	decision	NOUN
cana-1577	81	17	to	to	PART
cana-1577	81	18	not	not	PART
cana-1577	81	19	be	be	AUX
cana-1577	81	20	the	the	DET
cana-1577	81	21	best	good	ADJ
cana-1577	81	22	they	they	PRON
cana-1577	81	23	could	could	AUX
cana-1577	81	24	be	be	AUX
cana-1577	81	25	.	.	PUNCT
cana-1577	82	1	strong	strong	ADJ
cana-1577	82	2	data	datum	NOUN
cana-1577	82	3	management	management	NOUN
cana-1577	82	4	and	and	CCONJ
cana-1577	82	5	the	the	DET
cana-1577	82	6	use	use	NOUN
cana-1577	82	7	of	of	ADP
cana-1577	82	8	advanced	advanced	ADJ
cana-1577	82	9	data	datum	NOUN
cana-1577	82	10	cleaning	cleaning	NOUN
cana-1577	82	11	and	and	CCONJ
cana-1577	82	12	preparation	preparation	NOUN
cana-1577	82	13	methods	method	NOUN
cana-1577	82	14	[	[	PUNCT
cana-1577	82	15	20	20	NUM
cana-1577	82	16	]	]	PUNCT
cana-1577	82	17	are	be	AUX
cana-1577	82	18	needed	need	VERB
cana-1577	82	19	to	to	PART
cana-1577	82	20	make	make	VERB
cana-1577	82	21	sure	sure	ADJ
cana-1577	82	22	that	that	SCONJ
cana-1577	82	23	the	the	DET
cana-1577	82	24	data	data	NOUN
cana-1577	82	25	is	be	AUX
cana-1577	82	26	accurate	accurate	ADJ
cana-1577	82	27	.	.	PUNCT
cana-1577	83	1	this	this	PRON
cana-1577	83	2	is	be	AUX
cana-1577	83	3	also	also	ADV
cana-1577	83	4	because	because	SCONJ
cana-1577	83	5	using	use	VERB
cana-1577	83	6	advanced	advanced	ADJ
cana-1577	83	7	models	model	NOUN
cana-1577	83	8	needs	need	VERB
cana-1577	83	9	a	a	DET
cana-1577	83	10	lot	lot	NOUN
cana-1577	83	11	of	of	ADP
cana-1577	83	12	computing	compute	VERB
cana-1577	83	13	power	power	NOUN
cana-1577	83	14	and	and	CCONJ
cana-1577	83	15	knowledge	knowledge	NOUN
cana-1577	83	16	in	in	ADP
cana-1577	83	17	both	both	DET
cana-1577	83	18	data	datum	NOUN
cana-1577	83	19	science	science	NOUN
cana-1577	83	20	and	and	CCONJ
cana-1577	83	21	drilling	drilling	NOUN
cana-1577	83	22	engineering	engineering	NOUN
cana-1577	83	23	.	.	PUNCT
cana-1577	84	1	this	this	DET
cana-1577	84	2	requirement	requirement	NOUN
cana-1577	84	3	from	from	ADP
cana-1577	84	4	a	a	DET
cana-1577	84	5	different	different	ADJ
cana-1577	84	6	field	field	NOUN
cana-1577	84	7	shows	show	VERB
cana-1577	84	8	how	how	SCONJ
cana-1577	84	9	important	important	ADJ
cana-1577	84	10	it	it	PRON
cana-1577	84	11	is	be	AUX
cana-1577	84	12	for	for	ADP
cana-1577	84	13	data	data	NOUN
cana-1577	84	14	scientists	scientist	NOUN
cana-1577	84	15	and	and	CCONJ
cana-1577	84	16	drilling	drill	VERB
cana-1577	84	17	experts	expert	NOUN
cana-1577	84	18	to	to	PART
cana-1577	84	19	work	work	VERB
cana-1577	84	20	together	together	ADV
cana-1577	84	21	to	to	PART
cana-1577	84	22	create	create	VERB
cana-1577	84	23	useful	useful	ADJ
cana-1577	84	24	solutions	solution	NOUN
cana-1577	84	25	[	[	X
cana-1577	84	26	21	21	NUM
cana-1577	84	27	]	]	PUNCT
cana-1577	84	28	.	.	PUNCT
cana-1577	85	1	even	even	ADV
cana-1577	85	2	with	with	ADP
cana-1577	85	3	these	these	DET
cana-1577	85	4	problems	problem	NOUN
cana-1577	85	5	,	,	PUNCT
cana-1577	85	6	the	the	DET
cana-1577	85	7	future	future	NOUN
cana-1577	85	8	of	of	ADP
cana-1577	85	9	drilling	drill	VERB
cana-1577	85	10	optimization	optimization	NOUN
cana-1577	85	11	looks	look	VERB
cana-1577	85	12	bright	bright	ADJ
cana-1577	85	13	because	because	SCONJ
cana-1577	85	14	monitoring	monitor	VERB
cana-1577	85	15	technology	technology	NOUN
cana-1577	85	16	,	,	PUNCT
cana-1577	85	17	data	datum	NOUN
cana-1577	85	18	analytics	analytic	NOUN
cana-1577	85	19	,	,	PUNCT
cana-1577	85	20	and	and	CCONJ
cana-1577	85	21	computers	computer	NOUN
cana-1577	85	22	are	be	AUX
cana-1577	85	23	getting	get	VERB
cana-1577	85	24	better	well	ADJ
cana-1577	85	25	all	all	DET
cana-1577	85	26	the	the	DET
cana-1577	85	27	time	time	NOUN
cana-1577	85	28	.	.	PUNCT
cana-1577	86	1	adding	add	VERB
cana-1577	86	2	the	the	DET
cana-1577	86	3	internet	internet	NOUN
cana-1577	86	4	of	of	ADP
cana-1577	86	5	things	thing	NOUN
cana-1577	86	6	(	(	PUNCT
cana-1577	86	7	iot	iot	NOUN
cana-1577	86	8	)	)	PUNCT
cana-1577	86	9	and	and	CCONJ
cana-1577	86	10	edge	edge	NOUN
cana-1577	86	11	computing	compute	VERB
cana-1577	86	12	to	to	ADP
cana-1577	86	13	drilling	drilling	NOUN
cana-1577	86	14	operations	operation	NOUN
cana-1577	86	15	should	should	AUX
cana-1577	86	16	improve	improve	VERB
cana-1577	86	17	data	data	NOUN
cana-1577	86	18	collection	collection	NOUN
cana-1577	86	19	and	and	CCONJ
cana-1577	86	20	processing	processing	NOUN
cana-1577	86	21	even	even	ADV
cana-1577	86	22	more	more	ADV
cana-1577	86	23	,	,	PUNCT
cana-1577	86	24	giving	give	VERB
cana-1577	86	25	model	model	NOUN
cana-1577	86	26	developers	developer	NOUN
cana-1577	86	27	even	even	ADV
cana-1577	86	28	more	more	ADJ
cana-1577	86	29	data	datum	NOUN
cana-1577	86	30	to	to	PART
cana-1577	86	31	work	work	VERB
cana-1577	86	32	with	with	ADP
cana-1577	86	33	[	[	X
cana-1577	86	34	22	22	NUM
cana-1577	86	35	]	]	PUNCT
cana-1577	86	36	.	.	PUNCT
cana-1577	87	1	as	as	SCONJ
cana-1577	87	2	the	the	DET
cana-1577	87	3	business	business	NOUN
cana-1577	87	4	world	world	NOUN
cana-1577	87	5	becomes	become	VERB
cana-1577	87	6	more	more	ADV
cana-1577	87	7	computerized	computerized	ADJ
cana-1577	87	8	and	and	CCONJ
cana-1577	87	9	data	datum	NOUN
cana-1577	87	10	-	-	PUNCT
cana-1577	87	11	driven	drive	VERB
cana-1577	87	12	,	,	PUNCT
cana-1577	87	13	advanced	advanced	ADJ
cana-1577	87	14	modeling	modeling	NOUN
cana-1577	87	15	methods	method	NOUN
cana-1577	87	16	will	will	AUX
cana-1577	87	17	become	become	VERB
cana-1577	87	18	more	more	ADV
cana-1577	87	19	important	important	ADJ
cana-1577	87	20	for	for	ADP
cana-1577	87	21	making	make	VERB
cana-1577	87	22	big	big	ADJ
cana-1577	87	23	changes	change	NOUN
cana-1577	87	24	in	in	ADP
cana-1577	87	25	safety	safety	NOUN
cana-1577	87	26	,	,	PUNCT
cana-1577	87	27	efficiency	efficiency	NOUN
cana-1577	87	28	,	,	PUNCT
cana-1577	87	29	and	and	CCONJ
cana-1577	87	30	environmental	environmental	ADJ
cana-1577	87	31	friendliness	friendliness	NOUN
cana-1577	88	1	[	[	X
cana-1577	88	2	23	23	NUM
cana-1577	88	3	]	]	PUNCT
cana-1577	88	4	.	.	PUNCT
cana-1577	89	1	table	table	NOUN
cana-1577	89	2	1	1	NUM
cana-1577	89	3	:	:	PUNCT
cana-1577	89	4	summary	summary	NOUN
cana-1577	89	5	of	of	ADP
cana-1577	89	6	the	the	DET
cana-1577	89	7	different	different	ADJ
cana-1577	89	8	modeling	modeling	NOUN
cana-1577	89	9	techniques	technique	NOUN
cana-1577	89	10	applied	apply	VERB
cana-1577	89	11	in	in	ADP
cana-1577	89	12	drilling	drilling	NOUN
cana-1577	89	13	performance	performance	NOUN
cana-1577	89	14	method	method	NOUN
cana-1577	89	15	application	application	NOUN
cana-1577	89	16	data	datum	NOUN
cana-1577	89	17	type	type	NOUN
cana-1577	89	18	limitations	limitation	NOUN
cana-1577	89	19	future	future	ADJ
cana-1577	89	20	prospects	prospect	NOUN
cana-1577	89	21	neural	neural	ADJ
cana-1577	89	22	networks	network	NOUN
cana-1577	90	1	[	[	X
cana-1577	90	2	11	11	NUM
cana-1577	90	3	]	]	SYM
cana-1577	90	4	rate	rate	NOUN
cana-1577	90	5	of	of	ADP
cana-1577	90	6	penetration	penetration	NOUN
cana-1577	90	7	prediction	prediction	NOUN
cana-1577	90	8	historical	historical	ADJ
cana-1577	90	9	drilling	drilling	NOUN
cana-1577	90	10	data	datum	NOUN
cana-1577	90	11	requires	require	VERB
cana-1577	90	12	large	large	ADJ
cana-1577	90	13	datasets	dataset	NOUN
cana-1577	90	14	integration	integration	NOUN
cana-1577	90	15	with	with	ADP
cana-1577	90	16	realtime	realtime	NOUN
cana-1577	90	17	data	datum	NOUN
cana-1577	90	18	regression	regression	NOUN
cana-1577	90	19	models	model	NOUN
cana-1577	90	20	torque	torque	NOUN
cana-1577	90	21	and	and	CCONJ
cana-1577	90	22	drag	drag	VERB
cana-1577	90	23	estimation	estimation	NOUN
cana-1577	90	24	[	[	X
cana-1577	90	25	23	23	NUM
cana-1577	90	26	]	]	PUNCT
cana-1577	90	27	sensor	sensor	NOUN
cana-1577	90	28	data	datum	NOUN
cana-1577	90	29	limited	limit	VERB
cana-1577	90	30	to	to	ADP
cana-1577	90	31	linear	linear	ADJ
cana-1577	90	32	relationships	relationship	NOUN
cana-1577	90	33	development	development	NOUN
cana-1577	90	34	of	of	ADP
cana-1577	90	35	nonlinear	nonlinear	ADJ
cana-1577	90	36	regression	regression	NOUN
cana-1577	90	37	models	model	NOUN
cana-1577	90	38	decision	decision	VERB
cana-1577	90	39	trees	tree	NOUN
cana-1577	90	40	equipment	equipment	NOUN
cana-1577	90	41	failure	failure	NOUN
cana-1577	90	42	prediction	prediction	NOUN
cana-1577	91	1	[	[	X
cana-1577	91	2	24	24	NUM
cana-1577	91	3	]	]	PUNCT
cana-1577	91	4	maintenance	maintenance	NOUN
cana-1577	91	5	records	record	NOUN
cana-1577	91	6	prone	prone	ADJ
cana-1577	91	7	to	to	ADP
cana-1577	91	8	overfitting	overfitte	VERB
cana-1577	91	9	implementation	implementation	NOUN
cana-1577	91	10	of	of	ADP
cana-1577	91	11	ensemble	ensemble	ADJ
cana-1577	91	12	techniques	technique	NOUN
cana-1577	91	13	support	support	VERB
cana-1577	91	14	vector	vector	NOUN
cana-1577	91	15	machines	machine	NOUN
cana-1577	91	16	[	[	X
cana-1577	91	17	12	12	NUM
cana-1577	91	18	]	]	PUNCT
cana-1577	91	19	drilling	drilling	NOUN
cana-1577	91	20	fluid	fluid	ADJ
cana-1577	91	21	optimization	optimization	NOUN
cana-1577	91	22	lab	lab	NOUN
cana-1577	91	23	experiment	experiment	NOUN
cana-1577	91	24	data	datum	NOUN
cana-1577	91	25	computationally	computationally	ADV
cana-1577	91	26	intensive	intensive	ADJ
cana-1577	91	27	use	use	NOUN
cana-1577	91	28	of	of	ADP
cana-1577	91	29	kernel	kernel	PROPN
cana-1577	91	30	optimization	optimization	NOUN
cana-1577	91	31	to	to	PART
cana-1577	91	32	improve	improve	VERB
cana-1577	91	33	efficiency	efficiency	NOUN
cana-1577	91	34	hybrid	hybrid	NOUN
cana-1577	91	35	models	model	NOUN
cana-1577	91	36	formation	formation	NOUN
cana-1577	91	37	evaluation	evaluation	NOUN
cana-1577	91	38	[	[	X
cana-1577	91	39	25	25	NUM
cana-1577	91	40	]	]	PUNCT
cana-1577	91	41	combined	combined	ADJ
cana-1577	91	42	data	datum	NOUN
cana-1577	91	43	sources	source	NOUN
cana-1577	91	44	complex	complex	ADJ
cana-1577	91	45	integration	integration	NOUN
cana-1577	91	46	required	require	VERB
cana-1577	91	47	exploration	exploration	NOUN
cana-1577	91	48	of	of	ADP
cana-1577	91	49	more	more	ADV
cana-1577	91	50	flexible	flexible	ADJ
cana-1577	91	51	hybrid	hybrid	ADJ
cana-1577	91	52	frameworks	framework	NOUN
cana-1577	91	53	finite	finite	VERB
cana-1577	91	54	element	element	NOUN
cana-1577	91	55	analysis	analysis	NOUN
cana-1577	91	56	drill	drill	NOUN
cana-1577	91	57	string	string	NOUN
cana-1577	91	58	dynamics	dynamic	NOUN
cana-1577	91	59	[	[	X
cana-1577	91	60	26	26	NUM
cana-1577	91	61	]	]	PUNCT
cana-1577	91	62	simulation	simulation	NOUN
cana-1577	91	63	data	data	VERB
cana-1577	91	64	high	high	ADJ
cana-1577	91	65	computational	computational	ADJ
cana-1577	91	66	cost	cost	NOUN
cana-1577	91	67	enhanced	enhance	VERB
cana-1577	91	68	algorithms	algorithm	NOUN
cana-1577	91	69	for	for	ADP
cana-1577	91	70	faster	fast	ADJ
cana-1577	91	71	simulations	simulation	NOUN
cana-1577	91	72	bayesian	bayesian	NOUN
cana-1577	91	73	networks	network	NOUN
cana-1577	91	74	stuck	stick	VERB
cana-1577	91	75	pipe	pipe	NOUN
cana-1577	91	76	prediction	prediction	NOUN
cana-1577	91	77	[	[	X
cana-1577	91	78	27	27	NUM
cana-1577	91	79	]	]	SYM
cana-1577	91	80	historical	historical	ADJ
cana-1577	91	81	and	and	CCONJ
cana-1577	91	82	real	real	ADJ
cana-1577	91	83	-	-	PUNCT
cana-1577	91	84	time	time	NOUN
cana-1577	91	85	data	datum	NOUN
cana-1577	91	86	sensitivity	sensitivity	NOUN
cana-1577	91	87	to	to	ADP
cana-1577	91	88	data	datum	NOUN
cana-1577	91	89	quality	quality	NOUN
cana-1577	91	90	integration	integration	NOUN
cana-1577	91	91	with	with	ADP
cana-1577	91	92	realtime	realtime	ADJ
cana-1577	91	93	data	datum	NOUN
cana-1577	91	94	streams	stream	VERB
cana-1577	91	95	random	random	ADJ
cana-1577	91	96	forest	forest	NOUN
cana-1577	91	97	bit	bit	NOUN
cana-1577	91	98	wear	wear	NOUN
cana-1577	91	99	prediction	prediction	NOUN
cana-1577	91	100	historical	historical	ADJ
cana-1577	91	101	drilling	drilling	NOUN
cana-1577	91	102	data	datum	NOUN
cana-1577	91	103	requires	require	VERB
cana-1577	91	104	parameter	parameter	NOUN
cana-1577	91	105	tuning	tune	VERB
cana-1577	91	106	automation	automation	NOUN
cana-1577	91	107	of	of	ADP
cana-1577	91	108	parameter	parameter	NOUN
cana-1577	91	109	selection	selection	NOUN
cana-1577	91	110	genetic	genetic	ADJ
cana-1577	91	111	algorithms	algorithm	NOUN
cana-1577	91	112	drilling	drill	VERB
cana-1577	91	113	path	path	NOUN
cana-1577	91	114	optimization	optimization	NOUN
cana-1577	91	115	[	[	X
cana-1577	91	116	28	28	NUM
cana-1577	91	117	]	]	X
cana-1577	91	118	geological	geological	ADJ
cana-1577	91	119	models	model	NOUN
cana-1577	91	120	computationally	computationally	ADV
cana-1577	91	121	expensive	expensive	ADJ
cana-1577	91	122	parallel	parallel	ADJ
cana-1577	91	123	computing	computing	NOUN
cana-1577	91	124	to	to	PART
cana-1577	91	125	reduce	reduce	VERB
cana-1577	91	126	processing	processing	NOUN
cana-1577	91	127	time	time	NOUN
cana-1577	91	128	monte	monte	PROPN
cana-1577	91	129	carlo	carlo	PROPN
cana-1577	91	130	simulations	simulation	NOUN
cana-1577	91	131	risk	risk	NOUN
cana-1577	91	132	assessment	assessment	NOUN
cana-1577	91	133	probabilistic	probabilistic	ADJ
cana-1577	91	134	data	datum	NOUN
cana-1577	91	135	requires	require	VERB
cana-1577	91	136	extensive	extensive	ADJ
cana-1577	91	137	computation	computation	NOUN
cana-1577	91	138	improved	improve	VERB
cana-1577	91	139	sampling	sample	VERB
cana-1577	91	140	techniques	technique	NOUN
cana-1577	91	141	for	for	ADP
cana-1577	91	142	communications	communication	NOUN
cana-1577	91	143	on	on	ADP
cana-1577	91	144	applied	apply	VERB
cana-1577	91	145	nonlinear	nonlinear	ADJ
cana-1577	91	146	analysis	analysis	NOUN
cana-1577	91	147	issn	issn	NOUN
cana-1577	91	148	:	:	PUNCT
cana-1577	91	149	1074	1074	NUM
cana-1577	91	150	-	-	PUNCT
cana-1577	91	151	133x	133x	NUM
cana-1577	91	152	vol	vol	NOUN
cana-1577	91	153	31	31	NUM
cana-1577	91	154	no	no	NOUN
cana-1577	91	155	.	.	PUNCT
cana-1577	92	1	8s	8s	PROPN
cana-1577	92	2	(	(	PUNCT
cana-1577	92	3	2024	2024	NUM
cana-1577	92	4	)	)	PUNCT
cana-1577	92	5	675	675	NUM
cana-1577	92	6	https://internationalpubls.com	https://internationalpubls.com	NOUN
cana-1577	92	7	efficiency	efficiency	NOUN
cana-1577	92	8	deep	deep	ADJ
cana-1577	92	9	learning	learn	VERB
cana-1577	92	10	subsurface	subsurface	NOUN
cana-1577	92	11	imaging	image	VERB
cana-1577	92	12	seismic	seismic	ADJ
cana-1577	92	13	data	data	PROPN
cana-1577	92	14	high	high	ADJ
cana-1577	92	15	computational	computational	ADJ
cana-1577	92	16	demand	demand	NOUN
cana-1577	92	17	utilization	utilization	NOUN
cana-1577	92	18	of	of	ADP
cana-1577	92	19	cloudbased	cloudbase	VERB
cana-1577	92	20	computing	computing	NOUN
cana-1577	92	21	resources	resource	NOUN
cana-1577	92	22	particle	particle	NOUN
cana-1577	92	23	swarm	swarm	NOUN
cana-1577	92	24	optimization	optimization	NOUN
cana-1577	92	25	parameter	parameter	NOUN
cana-1577	92	26	tuning	tune	VERB
cana-1577	92	27	simulation	simulation	NOUN
cana-1577	92	28	data	datum	NOUN
cana-1577	92	29	may	may	AUX
cana-1577	92	30	converge	converge	VERB
cana-1577	92	31	to	to	ADP
cana-1577	92	32	local	local	ADJ
cana-1577	92	33	optima	optima	NOUN
cana-1577	92	34	hybridization	hybridization	NOUN
cana-1577	92	35	with	with	ADP
cana-1577	92	36	other	other	ADJ
cana-1577	92	37	optimization	optimization	NOUN
cana-1577	92	38	methods	method	NOUN
cana-1577	92	39	k	k	NOUN
cana-1577	92	40	-	-	PUNCT
cana-1577	92	41	means	mean	VERB
cana-1577	92	42	clustering	cluster	VERB
cana-1577	92	43	lithology	lithology	NOUN
cana-1577	92	44	classification	classification	NOUN
cana-1577	92	45	well	well	INTJ
cana-1577	92	46	log	log	NOUN
cana-1577	92	47	data	datum	NOUN
cana-1577	92	48	limited	limit	VERB
cana-1577	92	49	to	to	AUX
cana-1577	92	50	predefined	predefine	VERB
cana-1577	92	51	clusters	cluster	NOUN
cana-1577	92	52	dynamic	dynamic	ADJ
cana-1577	92	53	clustering	clustering	NOUN
cana-1577	92	54	techniques	technique	NOUN
cana-1577	92	55	for	for	ADP
cana-1577	92	56	improved	improved	ADJ
cana-1577	92	57	accuracy	accuracy	NOUN
cana-1577	92	58	fuzzy	fuzzy	ADJ
cana-1577	92	59	logic	logic	NOUN
cana-1577	92	60	drilling	drilling	NOUN
cana-1577	92	61	performance	performance	NOUN
cana-1577	92	62	evaluation	evaluation	NOUN
cana-1577	92	63	expert	expert	NOUN
cana-1577	92	64	knowledge	knowledge	NOUN
cana-1577	92	65	subjective	subjective	ADJ
cana-1577	92	66	nature	nature	NOUN
cana-1577	92	67	of	of	ADP
cana-1577	92	68	fuzzy	fuzzy	ADJ
cana-1577	92	69	rules	rule	NOUN
cana-1577	92	70	development	development	NOUN
cana-1577	92	71	of	of	ADP
cana-1577	92	72	more	more	ADJ
cana-1577	92	73	objective	objective	ADJ
cana-1577	92	74	fuzzy	fuzzy	ADJ
cana-1577	92	75	systems	system	NOUN
cana-1577	92	76	iii	iii	PROPN
cana-1577	92	77	.	.	PUNCT
cana-1577	92	78	evolution	evolution	NOUN
cana-1577	92	79	of	of	ADP
cana-1577	92	80	drilling	drilling	NOUN
cana-1577	92	81	techniques	technique	NOUN
cana-1577	92	82	the	the	DET
cana-1577	92	83	advancement	advancement	NOUN
cana-1577	92	84	of	of	ADP
cana-1577	92	85	penetrating	penetrate	VERB
cana-1577	92	86	strategies	strategy	NOUN
cana-1577	92	87	has	have	AUX
cana-1577	92	88	been	be	AUX
cana-1577	92	89	stamped	stamp	VERB
cana-1577	92	90	by	by	ADP
cana-1577	92	91	critical	critical	ADJ
cana-1577	92	92	progressions	progression	NOUN
cana-1577	92	93	driven	drive	VERB
cana-1577	92	94	by	by	ADP
cana-1577	92	95	mechanical	mechanical	ADJ
cana-1577	92	96	advancement	advancement	NOUN
cana-1577	92	97	and	and	CCONJ
cana-1577	92	98	the	the	DET
cana-1577	92	99	require	require	NOUN
cana-1577	92	100	for	for	ADP
cana-1577	92	101	more	more	ADV
cana-1577	92	102	noteworthy	noteworthy	ADJ
cana-1577	92	103	effectiveness	effectiveness	NOUN
cana-1577	92	104	and	and	CCONJ
cana-1577	92	105	security	security	NOUN
cana-1577	92	106	.	.	PUNCT
cana-1577	93	1	customarily	customarily	ADV
cana-1577	93	2	,	,	PUNCT
cana-1577	93	3	penetrating	penetrate	VERB
cana-1577	93	4	depended	depend	VERB
cana-1577	93	5	on	on	ADP
cana-1577	93	6	manual	manual	NOUN
cana-1577	93	7	,	,	PUNCT
cana-1577	93	8	experimental	experimental	ADJ
cana-1577	93	9	strategies	strategy	NOUN
cana-1577	93	10	that	that	PRON
cana-1577	93	11	frequently	frequently	ADV
cana-1577	93	12	driven	drive	VERB
cana-1577	93	13	to	to	ADP
cana-1577	93	14	wasteful	wasteful	ADJ
cana-1577	93	15	aspects	aspect	NOUN
cana-1577	93	16	and	and	CCONJ
cana-1577	93	17	eccentric	eccentric	NOUN
cana-1577	93	18	comes	come	VERB
cana-1577	93	19	about	about	ADP
cana-1577	93	20	.	.	PUNCT
cana-1577	94	1	with	with	ADP
cana-1577	94	2	the	the	DET
cana-1577	94	3	coming	coming	NOUN
cana-1577	94	4	of	of	ADP
cana-1577	94	5	advanced	advanced	ADJ
cana-1577	94	6	advances	advance	NOUN
cana-1577	94	7	,	,	PUNCT
cana-1577	94	8	the	the	DET
cana-1577	94	9	industry	industry	NOUN
cana-1577	94	10	has	have	AUX
cana-1577	94	11	transitioned	transition	VERB
cana-1577	94	12	towards	towards	ADP
cana-1577	94	13	more	more	ADJ
cana-1577	94	14	data	data	NOUN
cana-1577	94	15	-	-	PUNCT
cana-1577	94	16	driven	drive	VERB
cana-1577	94	17	and	and	CCONJ
cana-1577	94	18	computerized	computerized	ADJ
cana-1577	94	19	approaches	approach	NOUN
cana-1577	94	20	.	.	PUNCT
cana-1577	95	1	the	the	DET
cana-1577	95	2	integration	integration	NOUN
cana-1577	95	3	of	of	ADP
cana-1577	95	4	sensors	sensor	NOUN
cana-1577	95	5	and	and	CCONJ
cana-1577	95	6	real	real	ADJ
cana-1577	95	7	-	-	PUNCT
cana-1577	95	8	time	time	NOUN
cana-1577	95	9	information	information	NOUN
cana-1577	95	10	analytics	analytic	NOUN
cana-1577	95	11	has	have	AUX
cana-1577	95	12	changed	change	VERB
cana-1577	95	13	penetrating	penetrate	VERB
cana-1577	95	14	operations	operation	NOUN
cana-1577	95	15	,	,	PUNCT
cana-1577	95	16	empowering	empower	VERB
cana-1577	95	17	administrators	administrator	NOUN
cana-1577	95	18	to	to	PART
cana-1577	95	19	screen	screen	VERB
cana-1577	95	20	conditions	condition	NOUN
cana-1577	95	21	and	and	CCONJ
cana-1577	95	22	optimize	optimize	VERB
cana-1577	95	23	forms	form	NOUN
cana-1577	95	24	powerfully	powerfully	ADV
cana-1577	95	25	,	,	PUNCT
cana-1577	95	26	overview	overview	NOUN
cana-1577	95	27	of	of	ADP
cana-1577	95	28	flowchart	flowchart	NOUN
cana-1577	95	29	shown	show	VERB
cana-1577	95	30	in	in	ADP
cana-1577	95	31	figure	figure	NOUN
cana-1577	95	32	1	1	NUM
cana-1577	95	33	.	.	PUNCT
cana-1577	95	34	progressed	progress	VERB
cana-1577	95	35	modeling	modeling	NOUN
cana-1577	95	36	procedures	procedure	NOUN
cana-1577	95	37	,	,	PUNCT
cana-1577	95	38	such	such	ADJ
cana-1577	95	39	as	as	ADP
cana-1577	95	40	machine	machine	NOUN
cana-1577	95	41	learning	learning	NOUN
cana-1577	95	42	and	and	CCONJ
cana-1577	95	43	simulation	simulation	NOUN
cana-1577	95	44	-	-	PUNCT
cana-1577	95	45	based	base	VERB
cana-1577	95	46	strategies	strategy	NOUN
cana-1577	95	47	,	,	PUNCT
cana-1577	95	48	have	have	AUX
cana-1577	95	49	assist	assist	NOUN
cana-1577	95	50	upgraded	upgrade	VERB
cana-1577	95	51	the	the	DET
cana-1577	95	52	capacity	capacity	NOUN
cana-1577	95	53	to	to	PART
cana-1577	95	54	foresee	foresee	VERB
cana-1577	95	55	penetrating	penetrating	NOUN
cana-1577	95	56	results	result	NOUN
cana-1577	95	57	and	and	CCONJ
cana-1577	95	58	make	make	VERB
cana-1577	95	59	strides	strides	ADJ
cana-1577	95	60	execution	execution	NOUN
cana-1577	95	61	.	.	PUNCT
cana-1577	96	1	these	these	DET
cana-1577	96	2	developments	development	NOUN
cana-1577	96	3	have	have	VERB
cana-1577	96	4	not	not	PART
cana-1577	96	5	as	as	SCONJ
cana-1577	96	6	it	it	PRON
cana-1577	96	7	were	be	AUX
cana-1577	96	8	expanded	expand	VERB
cana-1577	96	9	productivity	productivity	NOUN
cana-1577	96	10	and	and	CCONJ
cana-1577	96	11	diminished	diminish	VERB
cana-1577	96	12	costs	cost	NOUN
cana-1577	96	13	but	but	CCONJ
cana-1577	96	14	too	too	ADV
cana-1577	96	15	progressed	progress	VERB
cana-1577	96	16	security	security	NOUN
cana-1577	96	17	and	and	CCONJ
cana-1577	96	18	natural	natural	ADJ
cana-1577	96	19	maintainability	maintainability	NOUN
cana-1577	96	20	in	in	ADP
cana-1577	96	21	boring	boring	ADJ
cana-1577	96	22	operations	operation	NOUN
cana-1577	96	23	.	.	PUNCT
cana-1577	97	1	a.	a.	NOUN
cana-1577	97	2	traditional	traditional	ADJ
cana-1577	97	3	drilling	drilling	NOUN
cana-1577	97	4	methods	method	NOUN
cana-1577	97	5	traditional	traditional	ADJ
cana-1577	97	6	digging	digging	NOUN
cana-1577	97	7	methods	method	NOUN
cana-1577	97	8	,	,	PUNCT
cana-1577	97	9	which	which	PRON
cana-1577	97	10	involve	involve	VERB
cana-1577	97	11	doing	do	VERB
cana-1577	97	12	things	thing	NOUN
cana-1577	97	13	by	by	ADP
cana-1577	97	14	hand	hand	NOUN
cana-1577	97	15	and	and	CCONJ
cana-1577	97	16	relying	rely	VERB
cana-1577	97	17	on	on	ADP
cana-1577	97	18	what	what	PRON
cana-1577	97	19	you	you	PRON
cana-1577	97	20	know	know	VERB
cana-1577	97	21	from	from	ADP
cana-1577	97	22	experience	experience	NOUN
cana-1577	97	23	,	,	PUNCT
cana-1577	97	24	have	have	AUX
cana-1577	97	25	been	be	AUX
cana-1577	97	26	the	the	DET
cana-1577	97	27	backbone	backbone	NOUN
cana-1577	97	28	of	of	ADP
cana-1577	97	29	the	the	DET
cana-1577	97	30	oil	oil	NOUN
cana-1577	97	31	and	and	CCONJ
cana-1577	97	32	gas	gas	NOUN
cana-1577	97	33	business	business	NOUN
cana-1577	97	34	for	for	ADP
cana-1577	97	35	decades	decade	NOUN
cana-1577	97	36	.	.	PUNCT
cana-1577	98	1	rotary	rotary	ADJ
cana-1577	98	2	drilling	drilling	NOUN
cana-1577	98	3	,	,	PUNCT
cana-1577	98	4	in	in	ADP
cana-1577	98	5	which	which	PRON
cana-1577	98	6	a	a	DET
cana-1577	98	7	drill	drill	NOUN
cana-1577	98	8	bit	bit	NOUN
cana-1577	98	9	is	be	AUX
cana-1577	98	10	turned	turn	VERB
cana-1577	98	11	to	to	PART
cana-1577	98	12	cut	cut	VERB
cana-1577	98	13	through	through	ADP
cana-1577	98	14	the	the	DET
cana-1577	98	15	earth	earth	NOUN
cana-1577	98	16	's	's	PART
cana-1577	98	17	layers	layer	NOUN
cana-1577	98	18	,	,	PUNCT
cana-1577	98	19	was	be	AUX
cana-1577	98	20	usually	usually	ADV
cana-1577	98	21	used	use	VERB
cana-1577	98	22	for	for	ADP
cana-1577	98	23	these	these	DET
cana-1577	98	24	ways	way	NOUN
cana-1577	98	25	.	.	PUNCT
cana-1577	99	1	drilling	drill	VERB
cana-1577	99	2	mud	mud	NOUN
cana-1577	99	3	is	be	AUX
cana-1577	99	4	pumped	pump	VERB
cana-1577	99	5	down	down	ADP
cana-1577	99	6	the	the	DET
cana-1577	99	7	drill	drill	NOUN
cana-1577	99	8	pipe	pipe	NOUN
cana-1577	99	9	to	to	PART
cana-1577	99	10	cool	cool	VERB
cana-1577	99	11	the	the	DET
cana-1577	99	12	bit	bit	NOUN
cana-1577	99	13	and	and	CCONJ
cana-1577	99	14	bring	bring	VERB
cana-1577	99	15	pieces	piece	NOUN
cana-1577	99	16	back	back	ADV
cana-1577	99	17	to	to	ADP
cana-1577	99	18	the	the	DET
cana-1577	99	19	surface	surface	NOUN
cana-1577	99	20	.	.	PUNCT
cana-1577	100	1	the	the	DET
cana-1577	100	2	drill	drill	NOUN
cana-1577	100	3	string	string	NOUN
cana-1577	100	4	is	be	AUX
cana-1577	100	5	made	make	VERB
cana-1577	100	6	up	up	ADP
cana-1577	100	7	of	of	ADP
cana-1577	100	8	several	several	ADJ
cana-1577	100	9	parts	part	NOUN
cana-1577	100	10	that	that	PRON
cana-1577	100	11	are	be	AUX
cana-1577	100	12	all	all	ADV
cana-1577	100	13	linked	link	VERB
cana-1577	100	14	to	to	ADP
cana-1577	100	15	each	each	DET
cana-1577	100	16	other	other	ADJ
cana-1577	100	17	.	.	PUNCT
cana-1577	101	1	even	even	ADV
cana-1577	101	2	though	though	SCONJ
cana-1577	101	3	this	this	DET
cana-1577	101	4	method	method	NOUN
cana-1577	101	5	set	set	VERB
cana-1577	101	6	the	the	DET
cana-1577	101	7	foundations	foundation	NOUN
cana-1577	101	8	for	for	ADP
cana-1577	101	9	modern	modern	ADJ
cana-1577	101	10	drills	drill	NOUN
cana-1577	101	11	,	,	PUNCT
cana-1577	101	12	it	it	PRON
cana-1577	101	13	was	be	AUX
cana-1577	101	14	limited	limit	VERB
cana-1577	101	15	by	by	ADP
cana-1577	101	16	the	the	DET
cana-1577	101	17	fact	fact	NOUN
cana-1577	101	18	that	that	SCONJ
cana-1577	101	19	it	it	PRON
cana-1577	101	20	relied	rely	VERB
cana-1577	101	21	on	on	ADP
cana-1577	101	22	empirical	empirical	ADJ
cana-1577	101	23	methods	method	NOUN
cana-1577	101	24	and	and	CCONJ
cana-1577	101	25	did	do	AUX
cana-1577	101	26	not	not	PART
cana-1577	101	27	allow	allow	VERB
cana-1577	101	28	for	for	ADP
cana-1577	101	29	real	real	ADJ
cana-1577	101	30	-	-	PUNCT
cana-1577	101	31	time	time	NOUN
cana-1577	101	32	data	datum	NOUN
cana-1577	101	33	analysis	analysis	NOUN
cana-1577	101	34	.	.	PUNCT
cana-1577	102	1	decisions	decision	NOUN
cana-1577	102	2	were	be	AUX
cana-1577	102	3	often	often	ADV
cana-1577	102	4	based	base	VERB
cana-1577	102	5	on	on	ADP
cana-1577	102	6	what	what	PRON
cana-1577	102	7	the	the	DET
cana-1577	102	8	drilling	drilling	NOUN
cana-1577	102	9	crew	crew	NOUN
cana-1577	102	10	knew	know	VERB
cana-1577	102	11	,	,	PUNCT
cana-1577	102	12	which	which	PRON
cana-1577	102	13	meant	mean	VERB
cana-1577	102	14	they	they	PRON
cana-1577	102	15	could	could	AUX
cana-1577	102	16	be	be	AUX
cana-1577	102	17	wrong	wrong	ADJ
cana-1577	102	18	or	or	CCONJ
cana-1577	102	19	vary	vary	VERB
cana-1577	102	20	from	from	ADP
cana-1577	102	21	person	person	NOUN
cana-1577	102	22	to	to	ADP
cana-1577	102	23	person	person	NOUN
cana-1577	102	24	[	[	X
cana-1577	102	25	17	17	NUM
cana-1577	102	26	]	]	PUNCT
cana-1577	102	27	.	.	PUNCT
cana-1577	103	1	one	one	NUM
cana-1577	103	2	big	big	ADJ
cana-1577	103	3	problem	problem	NOUN
cana-1577	103	4	with	with	ADP
cana-1577	103	5	standard	standard	ADJ
cana-1577	103	6	methods	method	NOUN
cana-1577	103	7	is	be	AUX
cana-1577	103	8	that	that	SCONJ
cana-1577	103	9	they	they	PRON
cana-1577	103	10	can	can	AUX
cana-1577	103	11	not	not	PART
cana-1577	103	12	properly	properly	ADV
cana-1577	103	13	predict	predict	VERB
cana-1577	103	14	what	what	PRON
cana-1577	103	15	will	will	AUX
cana-1577	103	16	happen	happen	VERB
cana-1577	103	17	below	below	ADP
cana-1577	103	18	the	the	DET
cana-1577	103	19	surface	surface	NOUN
cana-1577	103	20	.	.	PUNCT
cana-1577	104	1	a	a	DET
cana-1577	104	2	lot	lot	NOUN
cana-1577	104	3	of	of	ADP
cana-1577	104	4	the	the	DET
cana-1577	104	5	time	time	NOUN
cana-1577	104	6	,	,	PUNCT
cana-1577	104	7	operators	operator	NOUN
cana-1577	104	8	had	have	VERB
cana-1577	104	9	to	to	PART
cana-1577	104	10	depend	depend	VERB
cana-1577	104	11	on	on	ADP
cana-1577	104	12	geological	geological	ADJ
cana-1577	104	13	studies	study	NOUN
cana-1577	104	14	and	and	CCONJ
cana-1577	104	15	old	old	ADJ
cana-1577	104	16	data	datum	NOUN
cana-1577	104	17	,	,	PUNCT
cana-1577	104	18	which	which	PRON
cana-1577	104	19	could	could	AUX
cana-1577	104	20	be	be	AUX
cana-1577	104	21	wrong	wrong	ADJ
cana-1577	104	22	or	or	CCONJ
cana-1577	104	23	out	out	ADP
cana-1577	104	24	of	of	ADP
cana-1577	104	25	date	date	NOUN
cana-1577	104	26	.	.	PUNCT
cana-1577	105	1	this	this	PRON
cana-1577	105	2	made	make	VERB
cana-1577	105	3	digging	dig	VERB
cana-1577	105	4	less	less	ADV
cana-1577	105	5	efficient	efficient	ADJ
cana-1577	105	6	and	and	CCONJ
cana-1577	105	7	led	lead	VERB
cana-1577	105	8	to	to	ADP
cana-1577	105	9	problems	problem	NOUN
cana-1577	105	10	that	that	PRON
cana-1577	105	11	were	be	AUX
cana-1577	105	12	not	not	PART
cana-1577	105	13	expected	expect	VERB
cana-1577	105	14	.	.	PUNCT
cana-1577	106	1	because	because	SCONJ
cana-1577	106	2	managers	manager	NOUN
cana-1577	106	3	had	have	VERB
cana-1577	106	4	to	to	PART
cana-1577	106	5	change	change	VERB
cana-1577	106	6	their	their	PRON
cana-1577	106	7	plans	plan	NOUN
cana-1577	106	8	on	on	ADP
cana-1577	106	9	the	the	DET
cana-1577	106	10	spot	spot	NOUN
cana-1577	106	11	when	when	SCONJ
cana-1577	106	12	unexpected	unexpected	ADJ
cana-1577	106	13	rock	rock	NOUN
cana-1577	106	14	formations	formation	NOUN
cana-1577	106	15	or	or	CCONJ
cana-1577	106	16	machine	machine	NOUN
cana-1577	106	17	problems	problem	NOUN
cana-1577	106	18	happened	happen	VERB
cana-1577	106	19	,	,	PUNCT
cana-1577	106	20	this	this	DET
cana-1577	106	21	uncertainty	uncertainty	NOUN
cana-1577	106	22	led	lead	VERB
cana-1577	106	23	to	to	ADP
cana-1577	106	24	more	more	ADJ
cana-1577	106	25	time	time	NOUN
cana-1577	106	26	spent	spend	VERB
cana-1577	106	27	not	not	PART
cana-1577	106	28	working	work	VERB
cana-1577	106	29	and	and	CCONJ
cana-1577	106	30	higher	high	ADJ
cana-1577	106	31	running	running	NOUN
cana-1577	106	32	costs	cost	NOUN
cana-1577	106	33	.	.	PUNCT
cana-1577	107	1	also	also	ADV
cana-1577	107	2	,	,	PUNCT
cana-1577	107	3	because	because	SCONJ
cana-1577	107	4	these	these	DET
cana-1577	107	5	communications	communication	NOUN
cana-1577	107	6	on	on	ADP
cana-1577	107	7	applied	apply	VERB
cana-1577	107	8	nonlinear	nonlinear	ADJ
cana-1577	107	9	analysis	analysis	NOUN
cana-1577	107	10	issn	issn	NOUN
cana-1577	107	11	:	:	PUNCT
cana-1577	107	12	1074	1074	NUM
cana-1577	107	13	-	-	PUNCT
cana-1577	107	14	133x	133x	NUM
cana-1577	107	15	vol	vol	NOUN
cana-1577	107	16	31	31	NUM
cana-1577	107	17	no	no	NOUN
cana-1577	107	18	.	.	PUNCT
cana-1577	108	1	8s	8s	PROPN
cana-1577	108	2	(	(	PUNCT
cana-1577	108	3	2024	2024	NUM
cana-1577	108	4	)	)	PUNCT
cana-1577	108	5	676	676	NUM
cana-1577	108	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	108	7	methods	method	NOUN
cana-1577	108	8	were	be	AUX
cana-1577	108	9	based	base	VERB
cana-1577	108	10	on	on	ADP
cana-1577	108	11	experience	experience	NOUN
cana-1577	108	12	,	,	PUNCT
cana-1577	108	13	it	it	PRON
cana-1577	108	14	was	be	AUX
cana-1577	108	15	hard	hard	ADJ
cana-1577	108	16	to	to	PART
cana-1577	108	17	find	find	VERB
cana-1577	108	18	the	the	DET
cana-1577	108	19	best	good	ADJ
cana-1577	108	20	drilling	drilling	NOUN
cana-1577	108	21	factors	factor	NOUN
cana-1577	108	22	,	,	PUNCT
cana-1577	108	23	like	like	SCONJ
cana-1577	108	24	the	the	DET
cana-1577	108	25	bit	bit	NOUN
cana-1577	108	26	is	be	AUX
cana-1577	108	27	weight	weight	NOUN
cana-1577	108	28	and	and	CCONJ
cana-1577	108	29	spinning	spinning	NOUN
cana-1577	108	30	speed	speed	NOUN
cana-1577	108	31	,	,	PUNCT
cana-1577	108	32	which	which	PRON
cana-1577	108	33	are	be	AUX
cana-1577	108	34	necessary	necessary	ADJ
cana-1577	108	35	to	to	PART
cana-1577	108	36	improve	improve	VERB
cana-1577	108	37	drilling	drilling	NOUN
cana-1577	108	38	efficiency	efficiency	NOUN
cana-1577	108	39	and	and	CCONJ
cana-1577	108	40	bit	bit	NOUN
cana-1577	108	41	life	life	NOUN
cana-1577	108	42	.	.	PUNCT
cana-1577	109	1	figure	figure	VERB
cana-1577	109	2	1	1	NUM
cana-1577	109	3	:	:	PUNCT
cana-1577	109	4	representation	representation	NOUN
cana-1577	109	5	of	of	ADP
cana-1577	109	6	modeling	model	VERB
cana-1577	109	7	techniques	technique	NOUN
cana-1577	109	8	for	for	ADP
cana-1577	109	9	predicting	predict	VERB
cana-1577	109	10	and	and	CCONJ
cana-1577	109	11	enhancing	enhance	VERB
cana-1577	109	12	drilling	drilling	NOUN
cana-1577	109	13	performance	performance	NOUN
cana-1577	109	14	another	another	DET
cana-1577	109	15	big	big	ADJ
cana-1577	109	16	problem	problem	NOUN
cana-1577	109	17	was	be	AUX
cana-1577	109	18	that	that	SCONJ
cana-1577	109	19	standard	standard	ADJ
cana-1577	109	20	drilling	drilling	NOUN
cana-1577	109	21	methods	method	NOUN
cana-1577	109	22	often	often	ADV
cana-1577	109	23	involve	involve	VERB
cana-1577	109	24	trying	try	VERB
cana-1577	109	25	things	thing	NOUN
cana-1577	109	26	out	out	ADP
cana-1577	109	27	and	and	CCONJ
cana-1577	109	28	seeing	see	VERB
cana-1577	109	29	what	what	PRON
cana-1577	109	30	works	work	VERB
cana-1577	109	31	and	and	CCONJ
cana-1577	109	32	what	what	PRON
cana-1577	109	33	does	do	VERB
cana-1577	109	34	n't	not	PART
cana-1577	109	35	.	.	PUNCT
cana-1577	110	1	with	with	ADP
cana-1577	110	2	this	this	DET
cana-1577	110	3	method	method	NOUN
cana-1577	110	4	,	,	PUNCT
cana-1577	110	5	changes	change	NOUN
cana-1577	110	6	were	be	AUX
cana-1577	110	7	made	make	VERB
cana-1577	110	8	to	to	ADP
cana-1577	110	9	the	the	DET
cana-1577	110	10	drilling	drilling	NOUN
cana-1577	110	11	settings	setting	NOUN
cana-1577	110	12	without	without	ADP
cana-1577	110	13	fully	fully	ADV
cana-1577	110	14	knowing	know	VERB
cana-1577	110	15	how	how	SCONJ
cana-1577	110	16	they	they	PRON
cana-1577	110	17	would	would	AUX
cana-1577	110	18	affect	affect	VERB
cana-1577	110	19	the	the	DET
cana-1577	110	20	overall	overall	ADJ
cana-1577	110	21	performance	performance	NOUN
cana-1577	110	22	.	.	PUNCT
cana-1577	111	1	this	this	PRON
cana-1577	111	2	could	could	AUX
cana-1577	111	3	have	have	AUX
cana-1577	111	4	led	lead	VERB
cana-1577	111	5	to	to	ADP
cana-1577	111	6	less	less	ADJ
cana-1577	111	7	-	-	PUNCT
cana-1577	111	8	than	than	ADP
cana-1577	111	9	-	-	PUNCT
cana-1577	111	10	ideal	ideal	ADJ
cana-1577	111	11	results	result	NOUN
cana-1577	111	12	and	and	CCONJ
cana-1577	111	13	safety	safety	NOUN
cana-1577	111	14	risks	risk	NOUN
cana-1577	111	15	[	[	X
cana-1577	111	16	21	21	NUM
cana-1577	111	17	]	]	PUNCT
cana-1577	111	18	.	.	PUNCT
cana-1577	112	1	for	for	ADP
cana-1577	112	2	example	example	NOUN
cana-1577	112	3	,	,	PUNCT
cana-1577	112	4	wellbore	wellbore	NOUN
cana-1577	112	5	instability	instability	NOUN
cana-1577	112	6	,	,	PUNCT
cana-1577	112	7	lost	lose	VERB
cana-1577	112	8	circulation	circulation	NOUN
cana-1577	112	9	,	,	PUNCT
cana-1577	112	10	or	or	CCONJ
cana-1577	112	11	even	even	ADV
cana-1577	112	12	blowouts	blowout	NOUN
cana-1577	112	13	could	could	AUX
cana-1577	112	14	happen	happen	VERB
cana-1577	112	15	if	if	SCONJ
cana-1577	112	16	the	the	DET
cana-1577	112	17	mud	mud	NOUN
cana-1577	112	18	is	be	AUX
cana-1577	112	19	not	not	PART
cana-1577	112	20	moving	move	VERB
cana-1577	112	21	around	around	ADV
cana-1577	112	22	enough	enough	ADV
cana-1577	112	23	.	.	PUNCT
cana-1577	113	1	not	not	PART
cana-1577	113	2	being	be	AUX
cana-1577	113	3	able	able	ADJ
cana-1577	113	4	to	to	PART
cana-1577	113	5	successfully	successfully	ADV
cana-1577	113	6	watch	watch	VERB
cana-1577	113	7	and	and	CCONJ
cana-1577	113	8	control	control	VERB
cana-1577	113	9	digging	dig	VERB
cana-1577	113	10	conditions	condition	NOUN
cana-1577	113	11	in	in	ADP
cana-1577	113	12	real	real	ADJ
cana-1577	113	13	time	time	NOUN
cana-1577	113	14	created	create	VERB
cana-1577	113	15	major	major	ADJ
cana-1577	113	16	safety	safety	NOUN
cana-1577	113	17	and	and	CCONJ
cana-1577	113	18	environmental	environmental	ADJ
cana-1577	113	19	risks	risk	NOUN
cana-1577	113	20	,	,	PUNCT
cana-1577	113	21	such	such	ADJ
cana-1577	113	22	as	as	ADP
cana-1577	113	23	the	the	DET
cana-1577	113	24	chance	chance	NOUN
cana-1577	113	25	of	of	ADP
cana-1577	113	26	oil	oil	NOUN
cana-1577	113	27	spills	spill	NOUN
cana-1577	113	28	and	and	CCONJ
cana-1577	113	29	other	other	ADJ
cana-1577	113	30	damage	damage	NOUN
cana-1577	113	31	to	to	ADP
cana-1577	113	32	the	the	DET
cana-1577	113	33	environment	environment	NOUN
cana-1577	113	34	.	.	PUNCT
cana-1577	114	1	the	the	DET
cana-1577	114	2	problems	problem	NOUN
cana-1577	114	3	with	with	ADP
cana-1577	114	4	old	old	ADJ
cana-1577	114	5	ways	way	NOUN
cana-1577	114	6	of	of	ADP
cana-1577	114	7	doing	do	VERB
cana-1577	114	8	things	thing	NOUN
cana-1577	114	9	became	become	VERB
cana-1577	114	10	clearer	clear	ADJ
cana-1577	114	11	as	as	SCONJ
cana-1577	114	12	the	the	DET
cana-1577	114	13	need	need	NOUN
cana-1577	114	14	for	for	ADP
cana-1577	114	15	energy	energy	NOUN
cana-1577	114	16	supplies	supply	NOUN
cana-1577	114	17	increased	increase	VERB
cana-1577	114	18	and	and	CCONJ
cana-1577	114	19	research	research	NOUN
cana-1577	114	20	moved	move	VERB
cana-1577	114	21	into	into	ADP
cana-1577	114	22	tougher	tough	ADJ
cana-1577	114	23	areas	area	NOUN
cana-1577	114	24	.	.	PUNCT
cana-1577	115	1	for	for	ADP
cana-1577	115	2	safer	safe	ADJ
cana-1577	115	3	and	and	CCONJ
cana-1577	115	4	more	more	ADV
cana-1577	115	5	efficient	efficient	ADJ
cana-1577	115	6	digging	digging	NOUN
cana-1577	115	7	,	,	PUNCT
cana-1577	115	8	more	more	ADV
cana-1577	115	9	advanced	advanced	ADJ
cana-1577	115	10	technologies	technology	NOUN
cana-1577	115	11	were	be	AUX
cana-1577	115	12	needed	need	VERB
cana-1577	115	13	for	for	ADP
cana-1577	115	14	deeper	deep	ADJ
cana-1577	115	15	wells	well	NOUN
cana-1577	115	16	and	and	CCONJ
cana-1577	115	17	more	more	ADV
cana-1577	115	18	complicated	complicated	ADJ
cana-1577	115	19	rock	rock	NOUN
cana-1577	115	20	formations	formation	NOUN
cana-1577	115	21	.	.	PUNCT
cana-1577	116	1	this	this	PRON
cana-1577	116	2	need	need	VERB
cana-1577	116	3	for	for	ADP
cana-1577	116	4	more	more	ADJ
cana-1577	116	5	accuracy	accuracy	NOUN
cana-1577	116	6	and	and	CCONJ
cana-1577	116	7	efficiency	efficiency	NOUN
cana-1577	116	8	is	be	AUX
cana-1577	116	9	what	what	PRON
cana-1577	116	10	led	lead	VERB
cana-1577	116	11	to	to	ADP
cana-1577	116	12	the	the	DET
cana-1577	116	13	creation	creation	NOUN
cana-1577	116	14	of	of	ADP
cana-1577	116	15	digital	digital	ADJ
cana-1577	116	16	technologies	technology	NOUN
cana-1577	116	17	and	and	CCONJ
cana-1577	116	18	methods	method	NOUN
cana-1577	116	19	that	that	PRON
cana-1577	116	20	are	be	AUX
cana-1577	116	21	based	base	VERB
cana-1577	116	22	on	on	ADP
cana-1577	116	23	data	datum	NOUN
cana-1577	116	24	that	that	PRON
cana-1577	116	25	are	be	AUX
cana-1577	116	26	used	use	VERB
cana-1577	116	27	in	in	ADP
cana-1577	116	28	modern	modern	ADJ
cana-1577	116	29	drills	drill	NOUN
cana-1577	116	30	.	.	PUNCT
cana-1577	117	1	the	the	DET
cana-1577	117	2	industry	industry	NOUN
cana-1577	117	3	has	have	AUX
cana-1577	117	4	changed	change	VERB
cana-1577	117	5	a	a	DET
cana-1577	117	6	lot	lot	NOUN
cana-1577	117	7	since	since	SCONJ
cana-1577	117	8	human	human	ADJ
cana-1577	117	9	tasks	task	NOUN
cana-1577	117	10	were	be	AUX
cana-1577	117	11	replaced	replace	VERB
cana-1577	117	12	with	with	ADP
cana-1577	117	13	computerized	computerized	ADJ
cana-1577	117	14	ones	one	NOUN
cana-1577	117	15	and	and	CCONJ
cana-1577	117	16	real	real	ADJ
cana-1577	117	17	-	-	PUNCT
cana-1577	117	18	time	time	NOUN
cana-1577	117	19	data	datum	NOUN
cana-1577	117	20	analytics	analytic	NOUN
cana-1577	117	21	were	be	AUX
cana-1577	117	22	added	add	VERB
cana-1577	117	23	.	.	PUNCT
cana-1577	118	1	this	this	PRON
cana-1577	118	2	has	have	AUX
cana-1577	118	3	made	make	VERB
cana-1577	118	4	drilling	drilling	NOUN
cana-1577	118	5	operations	operation	NOUN
cana-1577	118	6	more	more	ADV
cana-1577	118	7	efficient	efficient	ADJ
cana-1577	118	8	and	and	CCONJ
cana-1577	118	9	environmentally	environmentally	ADV
cana-1577	118	10	friendly	friendly	ADJ
cana-1577	118	11	.	.	PUNCT
cana-1577	119	1	as	as	SCONJ
cana-1577	119	2	drilling	drilling	NOUN
cana-1577	119	3	technology	technology	NOUN
cana-1577	119	4	has	have	AUX
cana-1577	119	5	improved	improve	VERB
cana-1577	119	6	,	,	PUNCT
cana-1577	119	7	workers	worker	NOUN
cana-1577	119	8	can	can	AUX
cana-1577	119	9	better	well	ADV
cana-1577	119	10	understand	understand	VERB
cana-1577	119	11	what	what	PRON
cana-1577	119	12	is	be	AUX
cana-1577	119	13	below	below	ADP
cana-1577	119	14	the	the	DET
cana-1577	119	15	ground	ground	NOUN
cana-1577	119	16	,	,	PUNCT
cana-1577	119	17	use	use	VERB
cana-1577	119	18	the	the	DET
cana-1577	119	19	best	good	ADJ
cana-1577	119	20	drilling	drilling	NOUN
cana-1577	119	21	settings	setting	NOUN
cana-1577	119	22	,	,	PUNCT
cana-1577	119	23	and	and	CCONJ
cana-1577	119	24	leave	leave	VERB
cana-1577	119	25	less	less	ADJ
cana-1577	119	26	of	of	ADP
cana-1577	119	27	an	an	DET
cana-1577	119	28	impact	impact	NOUN
cana-1577	119	29	on	on	ADP
cana-1577	119	30	the	the	DET
cana-1577	119	31	environment	environment	NOUN
cana-1577	119	32	.	.	PUNCT
cana-1577	120	1	this	this	PRON
cana-1577	120	2	is	be	AUX
cana-1577	120	3	a	a	DET
cana-1577	120	4	big	big	ADJ
cana-1577	120	5	step	step	NOUN
cana-1577	120	6	forward	forward	ADV
cana-1577	120	7	from	from	ADP
cana-1577	120	8	the	the	DET
cana-1577	120	9	way	way	NOUN
cana-1577	120	10	things	thing	NOUN
cana-1577	120	11	were	be	AUX
cana-1577	120	12	done	do	VERB
cana-1577	120	13	in	in	ADP
cana-1577	120	14	the	the	DET
cana-1577	120	15	past	past	NOUN
cana-1577	120	16	.	.	PUNCT
cana-1577	121	1	1	1	X
cana-1577	121	2	.	.	X
cana-1577	121	3	rotary	rotary	NOUN
cana-1577	121	4	drilling	drill	VERB
cana-1577	121	5	one	one	NUM
cana-1577	121	6	very	very	ADV
cana-1577	121	7	common	common	ADJ
cana-1577	121	8	old	old	ADJ
cana-1577	121	9	method	method	NOUN
cana-1577	121	10	is	be	AUX
cana-1577	121	11	rotary	rotary	ADJ
cana-1577	121	12	drilling	drilling	NOUN
cana-1577	121	13	,	,	PUNCT
cana-1577	121	14	which	which	PRON
cana-1577	121	15	uses	use	VERB
cana-1577	121	16	a	a	DET
cana-1577	121	17	drill	drill	NOUN
cana-1577	121	18	bit	bit	NOUN
cana-1577	121	19	that	that	PRON
cana-1577	121	20	spins	spin	VERB
cana-1577	121	21	to	to	PART
cana-1577	121	22	cut	cut	VERB
cana-1577	121	23	through	through	ADP
cana-1577	121	24	the	the	DET
cana-1577	121	25	earth	earth	NOUN
cana-1577	121	26	's	's	PART
cana-1577	121	27	layers	layer	NOUN
cana-1577	121	28	.	.	PUNCT
cana-1577	122	1	the	the	DET
cana-1577	122	2	surface	surface	NOUN
cana-1577	122	3	's	's	PART
cana-1577	122	4	spinning	spinning	NOUN
cana-1577	122	5	force	force	NOUN
cana-1577	122	6	is	be	AUX
cana-1577	122	7	sent	send	VERB
cana-1577	122	8	to	to	ADP
cana-1577	122	9	the	the	DET
cana-1577	122	10	bit	bit	NOUN
cana-1577	122	11	by	by	ADP
cana-1577	122	12	the	the	DET
cana-1577	122	13	drill	drill	NOUN
cana-1577	122	14	string	string	NOUN
cana-1577	122	15	,	,	PUNCT
cana-1577	122	16	which	which	PRON
cana-1577	122	17	is	be	AUX
cana-1577	122	18	made	make	VERB
cana-1577	122	19	up	up	ADP
cana-1577	122	20	of	of	ADP
cana-1577	122	21	communications	communication	NOUN
cana-1577	122	22	on	on	ADP
cana-1577	122	23	applied	apply	VERB
cana-1577	122	24	nonlinear	nonlinear	ADJ
cana-1577	122	25	analysis	analysis	NOUN
cana-1577	122	26	issn	issn	NOUN
cana-1577	122	27	:	:	PUNCT
cana-1577	122	28	1074	1074	NUM
cana-1577	122	29	-	-	PUNCT
cana-1577	122	30	133x	133x	NUM
cana-1577	122	31	vol	vol	NOUN
cana-1577	122	32	31	31	NUM
cana-1577	122	33	no	no	NOUN
cana-1577	122	34	.	.	PUNCT
cana-1577	123	1	8s	8s	PROPN
cana-1577	123	2	(	(	PUNCT
cana-1577	123	3	2024	2024	NUM
cana-1577	123	4	)	)	PUNCT
cana-1577	123	5	677	677	NUM
cana-1577	123	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	123	7	several	several	ADJ
cana-1577	123	8	lines	line	NOUN
cana-1577	123	9	that	that	PRON
cana-1577	123	10	are	be	AUX
cana-1577	123	11	linked	link	VERB
cana-1577	123	12	to	to	ADP
cana-1577	123	13	each	each	DET
cana-1577	123	14	other	other	ADJ
cana-1577	123	15	.	.	PUNCT
cana-1577	124	1	more	more	ADJ
cana-1577	124	2	drilling	drilling	NOUN
cana-1577	124	3	mud	mud	NOUN
cana-1577	124	4	is	be	AUX
cana-1577	124	5	pumped	pump	VERB
cana-1577	124	6	down	down	ADP
cana-1577	124	7	the	the	DET
cana-1577	124	8	pipe	pipe	NOUN
cana-1577	124	9	to	to	PART
cana-1577	124	10	cool	cool	VERB
cana-1577	124	11	the	the	DET
cana-1577	124	12	bit	bit	NOUN
cana-1577	124	13	and	and	CCONJ
cana-1577	124	14	move	move	VERB
cana-1577	124	15	the	the	DET
cana-1577	124	16	bits	bit	NOUN
cana-1577	124	17	to	to	ADP
cana-1577	124	18	the	the	DET
cana-1577	124	19	top	top	ADJ
cana-1577	124	20	,	,	PUNCT
cana-1577	124	21	process	process	NOUN
cana-1577	124	22	shown	show	VERB
cana-1577	124	23	in	in	ADP
cana-1577	124	24	figure	figure	NOUN
cana-1577	124	25	2	2	NUM
cana-1577	124	26	.	.	PUNCT
cana-1577	124	27	figure	figure	NOUN
cana-1577	124	28	2	2	NUM
cana-1577	124	29	:	:	PUNCT
cana-1577	124	30	overview	overview	NOUN
cana-1577	124	31	of	of	ADP
cana-1577	124	32	rotary	rotary	ADJ
cana-1577	124	33	drilling	drilling	NOUN
cana-1577	124	34	process	process	NOUN
cana-1577	124	35	this	this	DET
cana-1577	124	36	approach	approach	NOUN
cana-1577	124	37	has	have	AUX
cana-1577	124	38	been	be	AUX
cana-1577	124	39	the	the	DET
cana-1577	124	40	standard	standard	NOUN
cana-1577	124	41	in	in	ADP
cana-1577	124	42	the	the	DET
cana-1577	124	43	field	field	NOUN
cana-1577	124	44	for	for	ADP
cana-1577	124	45	a	a	DET
cana-1577	124	46	long	long	ADJ
cana-1577	124	47	time	time	NOUN
cana-1577	124	48	,	,	PUNCT
cana-1577	124	49	but	but	CCONJ
cana-1577	124	50	it	it	PRON
cana-1577	124	51	has	have	VERB
cana-1577	124	52	some	some	DET
cana-1577	124	53	problems	problem	NOUN
cana-1577	124	54	because	because	SCONJ
cana-1577	124	55	it	it	PRON
cana-1577	124	56	relies	rely	VERB
cana-1577	124	57	on	on	ADP
cana-1577	124	58	actual	actual	ADJ
cana-1577	124	59	information	information	NOUN
cana-1577	124	60	and	and	CCONJ
cana-1577	124	61	human	human	ADJ
cana-1577	124	62	changes	change	NOUN
cana-1577	124	63	[	[	X
cana-1577	124	64	24	24	NUM
cana-1577	124	65	]	]	PUNCT
cana-1577	124	66	.	.	PUNCT
cana-1577	125	1	most	most	ADJ
cana-1577	125	2	of	of	ADP
cana-1577	125	3	the	the	DET
cana-1577	125	4	time	time	NOUN
cana-1577	125	5	,	,	PUNCT
cana-1577	125	6	decisions	decision	NOUN
cana-1577	125	7	about	about	ADP
cana-1577	125	8	drilling	drilling	NOUN
cana-1577	125	9	factors	factor	NOUN
cana-1577	125	10	like	like	ADP
cana-1577	125	11	bit	bit	NOUN
cana-1577	125	12	weight	weight	NOUN
cana-1577	125	13	and	and	CCONJ
cana-1577	125	14	spinning	spinning	NOUN
cana-1577	125	15	speed	speed	NOUN
cana-1577	125	16	were	be	AUX
cana-1577	125	17	made	make	VERB
cana-1577	125	18	without	without	ADP
cana-1577	125	19	using	use	VERB
cana-1577	125	20	data	datum	NOUN
cana-1577	125	21	or	or	CCONJ
cana-1577	125	22	experience	experience	NOUN
cana-1577	125	23	.	.	PUNCT
cana-1577	126	1	this	this	PRON
cana-1577	126	2	made	make	VERB
cana-1577	126	3	the	the	DET
cana-1577	126	4	process	process	NOUN
cana-1577	126	5	less	less	ADV
cana-1577	126	6	efficient	efficient	ADJ
cana-1577	126	7	and	and	CCONJ
cana-1577	126	8	raised	raise	VERB
cana-1577	126	9	the	the	DET
cana-1577	126	10	risk	risk	NOUN
cana-1577	126	11	of	of	ADP
cana-1577	126	12	accidents	accident	NOUN
cana-1577	126	13	.	.	PUNCT
cana-1577	127	1	rotary	rotary	ADJ
cana-1577	127	2	drilling	drilling	NOUN
cana-1577	127	3	is	be	AUX
cana-1577	127	4	still	still	ADV
cana-1577	127	5	an	an	DET
cana-1577	127	6	important	important	ADJ
cana-1577	127	7	part	part	NOUN
cana-1577	127	8	of	of	ADP
cana-1577	127	9	drilling	drilling	NOUN
cana-1577	127	10	processes	process	NOUN
cana-1577	127	11	,	,	PUNCT
cana-1577	127	12	even	even	ADV
cana-1577	127	13	with	with	ADP
cana-1577	127	14	these	these	DET
cana-1577	127	15	problems	problem	NOUN
cana-1577	127	16	.	.	PUNCT
cana-1577	128	1	2	2	X
cana-1577	128	2	.	.	X
cana-1577	128	3	cable	cable	NOUN
cana-1577	128	4	tool	tool	NOUN
cana-1577	128	5	drilling	drill	VERB
cana-1577	128	6	one	one	NUM
cana-1577	128	7	of	of	ADP
cana-1577	128	8	the	the	DET
cana-1577	128	9	oldest	old	ADJ
cana-1577	128	10	ways	way	NOUN
cana-1577	128	11	to	to	PART
cana-1577	128	12	drill	drill	VERB
cana-1577	128	13	is	be	AUX
cana-1577	128	14	with	with	ADP
cana-1577	128	15	a	a	DET
cana-1577	128	16	cable	cable	NOUN
cana-1577	128	17	tool	tool	NOUN
cana-1577	128	18	that	that	PRON
cana-1577	128	19	lifts	lift	VERB
cana-1577	128	20	and	and	CCONJ
cana-1577	128	21	drops	drop	VERB
cana-1577	128	22	a	a	DET
cana-1577	128	23	heavy	heavy	ADJ
cana-1577	128	24	drill	drill	NOUN
cana-1577	128	25	bit	bit	NOUN
cana-1577	128	26	into	into	ADP
cana-1577	128	27	the	the	DET
cana-1577	128	28	wellbore	wellbore	NOUN
cana-1577	128	29	over	over	ADV
cana-1577	128	30	and	and	CCONJ
cana-1577	128	31	over	over	ADV
cana-1577	128	32	,	,	PUNCT
cana-1577	128	33	breaking	break	VERB
cana-1577	128	34	up	up	ADP
cana-1577	128	35	rock	rock	NOUN
cana-1577	128	36	forms	form	NOUN
cana-1577	128	37	.	.	PUNCT
cana-1577	129	1	modern	modern	ADJ
cana-1577	129	2	methods	method	NOUN
cana-1577	129	3	are	be	AUX
cana-1577	129	4	faster	fast	ADJ
cana-1577	129	5	and	and	CCONJ
cana-1577	129	6	more	more	ADV
cana-1577	129	7	effective	effective	ADJ
cana-1577	129	8	than	than	ADP
cana-1577	129	9	this	this	DET
cana-1577	129	10	percussion	percussion	NOUN
cana-1577	129	11	method	method	NOUN
cana-1577	129	12	,	,	PUNCT
cana-1577	129	13	but	but	CCONJ
cana-1577	129	14	it	it	PRON
cana-1577	129	15	is	be	AUX
cana-1577	129	16	easy	easy	ADJ
cana-1577	129	17	to	to	PART
cana-1577	129	18	use	use	VERB
cana-1577	129	19	and	and	CCONJ
cana-1577	129	20	works	work	VERB
cana-1577	129	21	well	well	ADV
cana-1577	129	22	for	for	ADP
cana-1577	129	23	small	small	ADJ
cana-1577	129	24	wells	well	NOUN
cana-1577	129	25	and	and	CCONJ
cana-1577	129	26	some	some	DET
cana-1577	129	27	natural	natural	ADJ
cana-1577	129	28	situations	situation	NOUN
cana-1577	129	29	,	,	PUNCT
cana-1577	129	30	shown	show	VERB
cana-1577	129	31	in	in	ADP
cana-1577	129	32	figure	figure	NOUN
cana-1577	129	33	3	3	NUM
cana-1577	129	34	.	.	PUNCT
cana-1577	130	1	it	it	PRON
cana-1577	130	2	costs	cost	VERB
cana-1577	130	3	less	less	ADV
cana-1577	130	4	and	and	CCONJ
cana-1577	130	5	does	do	AUX
cana-1577	130	6	not	not	PART
cana-1577	130	7	need	need	VERB
cana-1577	130	8	as	as	ADV
cana-1577	130	9	much	much	ADJ
cana-1577	130	10	tools	tool	NOUN
cana-1577	130	11	,	,	PUNCT
cana-1577	130	12	so	so	SCONJ
cana-1577	130	13	it	it	PRON
cana-1577	130	14	can	can	AUX
cana-1577	130	15	be	be	AUX
cana-1577	130	16	used	use	VERB
cana-1577	130	17	for	for	ADP
cana-1577	130	18	small	small	ADJ
cana-1577	130	19	jobs	job	NOUN
cana-1577	130	20	or	or	CCONJ
cana-1577	130	21	places	place	NOUN
cana-1577	130	22	where	where	SCONJ
cana-1577	130	23	rotor	rotor	NOUN
cana-1577	130	24	drilling	drilling	NOUN
cana-1577	130	25	might	might	AUX
cana-1577	130	26	not	not	PART
cana-1577	130	27	be	be	AUX
cana-1577	130	28	possible	possible	ADJ
cana-1577	130	29	.	.	PUNCT
cana-1577	131	1	however	however	ADV
cana-1577	131	2	,	,	PUNCT
cana-1577	131	3	it	it	PRON
cana-1577	131	4	can	can	AUX
cana-1577	131	5	not	not	PART
cana-1577	131	6	go	go	VERB
cana-1577	131	7	very	very	ADV
cana-1577	131	8	deep	deep	ADJ
cana-1577	131	9	because	because	SCONJ
cana-1577	131	10	it	it	PRON
cana-1577	131	11	does	do	AUX
cana-1577	131	12	not	not	PART
cana-1577	131	13	have	have	VERB
cana-1577	131	14	continuous	continuous	ADJ
cana-1577	131	15	spinning	spinning	NOUN
cana-1577	131	16	,	,	PUNCT
cana-1577	131	17	and	and	CCONJ
cana-1577	131	18	making	make	VERB
cana-1577	131	19	changes	change	NOUN
cana-1577	131	20	by	by	ADP
cana-1577	131	21	hand	hand	NOUN
cana-1577	131	22	can	can	AUX
cana-1577	131	23	make	make	VERB
cana-1577	131	24	drilling	drilling	NOUN
cana-1577	131	25	processes	process	NOUN
cana-1577	131	26	less	less	ADV
cana-1577	131	27	accurate	accurate	ADJ
cana-1577	131	28	and	and	CCONJ
cana-1577	131	29	less	less	ADV
cana-1577	131	30	efficient	efficient	ADJ
cana-1577	131	31	,	,	PUNCT
cana-1577	131	32	showing	show	VERB
cana-1577	131	33	the	the	DET
cana-1577	131	34	need	need	NOUN
cana-1577	131	35	for	for	ADP
cana-1577	131	36	more	more	ADV
cana-1577	131	37	advanced	advanced	ADJ
cana-1577	131	38	technologies	technology	NOUN
cana-1577	131	39	[	[	X
cana-1577	131	40	22	22	NUM
cana-1577	131	41	]	]	PUNCT
cana-1577	131	42	.	.	PUNCT
cana-1577	132	1	communications	communication	NOUN
cana-1577	132	2	on	on	ADP
cana-1577	132	3	applied	apply	VERB
cana-1577	132	4	nonlinear	nonlinear	ADJ
cana-1577	132	5	analysis	analysis	NOUN
cana-1577	132	6	issn	issn	NOUN
cana-1577	132	7	:	:	PUNCT
cana-1577	132	8	1074	1074	NUM
cana-1577	132	9	-	-	PUNCT
cana-1577	132	10	133x	133x	NUM
cana-1577	132	11	vol	vol	NOUN
cana-1577	132	12	31	31	NUM
cana-1577	132	13	no	no	NOUN
cana-1577	132	14	.	.	PUNCT
cana-1577	133	1	8s	8s	PROPN
cana-1577	133	2	(	(	PUNCT
cana-1577	133	3	2024	2024	NUM
cana-1577	133	4	)	)	PUNCT
cana-1577	133	5	678	678	NUM
cana-1577	133	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	133	7	figure	figure	NOUN
cana-1577	133	8	3	3	NUM
cana-1577	133	9	:	:	PUNCT
cana-1577	133	10	representation	representation	NOUN
cana-1577	133	11	of	of	ADP
cana-1577	133	12	steps	step	NOUN
cana-1577	133	13	involved	involve	VERB
cana-1577	133	14	in	in	ADP
cana-1577	133	15	the	the	DET
cana-1577	133	16	cable	cable	NOUN
cana-1577	133	17	tool	tool	NOUN
cana-1577	133	18	drilling	drilling	NOUN
cana-1577	133	19	method	method	NOUN
cana-1577	133	20	3	3	NUM
cana-1577	133	21	.	.	PUNCT
cana-1577	133	22	auger	auger	NOUN
cana-1577	133	23	drilling	drill	VERB
cana-1577	133	24	a	a	DET
cana-1577	133	25	spiral	spiral	ADJ
cana-1577	133	26	screw	screw	NOUN
cana-1577	133	27	is	be	AUX
cana-1577	133	28	used	use	VERB
cana-1577	133	29	in	in	ADP
cana-1577	133	30	auger	auger	NOUN
cana-1577	133	31	drilling	drilling	NOUN
cana-1577	133	32	to	to	PART
cana-1577	133	33	take	take	VERB
cana-1577	133	34	material	material	NOUN
cana-1577	133	35	from	from	ADP
cana-1577	133	36	the	the	DET
cana-1577	133	37	ground	ground	NOUN
cana-1577	133	38	.	.	PUNCT
cana-1577	134	1	this	this	DET
cana-1577	134	2	method	method	NOUN
cana-1577	134	3	is	be	AUX
cana-1577	134	4	often	often	ADV
cana-1577	134	5	used	use	VERB
cana-1577	134	6	for	for	ADP
cana-1577	134	7	earth	earth	NOUN
cana-1577	134	8	studies	study	NOUN
cana-1577	134	9	and	and	CCONJ
cana-1577	134	10	small	small	ADJ
cana-1577	134	11	drilling	drilling	NOUN
cana-1577	134	12	tasks	task	NOUN
cana-1577	134	13	.	.	PUNCT
cana-1577	135	1	this	this	DET
cana-1577	135	2	method	method	NOUN
cana-1577	135	3	works	work	VERB
cana-1577	135	4	for	for	ADP
cana-1577	135	5	soft	soft	ADJ
cana-1577	135	6	,	,	PUNCT
cana-1577	135	7	unconsolidated	unconsolidated	ADJ
cana-1577	135	8	materials	material	NOUN
cana-1577	135	9	and	and	CCONJ
cana-1577	135	10	makes	make	VERB
cana-1577	135	11	drilling	drilling	NOUN
cana-1577	135	12	go	go	VERB
cana-1577	135	13	quickly	quickly	ADV
cana-1577	135	14	and	and	CCONJ
cana-1577	135	15	sample	sample	VERB
cana-1577	135	16	return	return	NOUN
cana-1577	135	17	easy	easy	ADV
cana-1577	135	18	.	.	PUNCT
cana-1577	136	1	speed	speed	NOUN
cana-1577	136	2	and	and	CCONJ
cana-1577	136	3	cheap	cheap	ADJ
cana-1577	136	4	cost	cost	NOUN
cana-1577	136	5	are	be	AUX
cana-1577	136	6	important	important	ADJ
cana-1577	136	7	in	in	ADP
cana-1577	136	8	environmental	environmental	ADJ
cana-1577	136	9	and	and	CCONJ
cana-1577	136	10	geotechnical	geotechnical	ADJ
cana-1577	136	11	studies	study	NOUN
cana-1577	136	12	,	,	PUNCT
cana-1577	136	13	which	which	PRON
cana-1577	136	14	is	be	AUX
cana-1577	136	15	why	why	SCONJ
cana-1577	136	16	auger	auger	NOUN
cana-1577	136	17	drilling	drilling	NOUN
cana-1577	136	18	is	be	AUX
cana-1577	136	19	often	often	ADV
cana-1577	136	20	used	use	VERB
cana-1577	136	21	.	.	PUNCT
cana-1577	137	1	it	it	PRON
cana-1577	137	2	can	can	AUX
cana-1577	137	3	only	only	ADV
cana-1577	137	4	be	be	AUX
cana-1577	137	5	used	use	VERB
cana-1577	137	6	at	at	ADP
cana-1577	137	7	short	short	ADJ
cana-1577	137	8	depths	depth	NOUN
cana-1577	137	9	and	and	CCONJ
cana-1577	137	10	in	in	ADP
cana-1577	137	11	soft	soft	ADJ
cana-1577	137	12	soils	soil	NOUN
cana-1577	137	13	,	,	PUNCT
cana-1577	137	14	though	though	ADV
cana-1577	137	15	,	,	PUNCT
cana-1577	137	16	because	because	SCONJ
cana-1577	137	17	it	it	PRON
cana-1577	137	18	has	have	VERB
cana-1577	137	19	trouble	trouble	NOUN
cana-1577	137	20	with	with	ADP
cana-1577	137	21	hard	hard	ADJ
cana-1577	137	22	rock	rock	NOUN
cana-1577	137	23	formations	formation	NOUN
cana-1577	138	1	[	[	X
cana-1577	138	2	9	9	NUM
cana-1577	138	3	]	]	PUNCT
cana-1577	138	4	.	.	PUNCT
cana-1577	139	1	because	because	SCONJ
cana-1577	139	2	it	it	PRON
cana-1577	139	3	can	can	AUX
cana-1577	139	4	not	not	PART
cana-1577	139	5	handle	handle	VERB
cana-1577	139	6	complicated	complicated	ADJ
cana-1577	139	7	physical	physical	ADJ
cana-1577	139	8	conditions	condition	NOUN
cana-1577	139	9	and	and	CCONJ
cana-1577	139	10	can	can	AUX
cana-1577	139	11	only	only	ADV
cana-1577	139	12	go	go	VERB
cana-1577	139	13	so	so	ADV
cana-1577	139	14	deep	deep	ADJ
cana-1577	139	15	,	,	PUNCT
cana-1577	139	16	auger	auger	NOUN
cana-1577	139	17	drilling	drilling	NOUN
cana-1577	139	18	is	be	AUX
cana-1577	139	19	not	not	PART
cana-1577	139	20	good	good	ADJ
cana-1577	139	21	for	for	ADP
cana-1577	139	22	deeper	deep	ADJ
cana-1577	139	23	,	,	PUNCT
cana-1577	139	24	more	more	ADV
cana-1577	139	25	difficult	difficult	ADJ
cana-1577	139	26	projects	project	NOUN
cana-1577	139	27	.	.	PUNCT
cana-1577	140	1	this	this	PRON
cana-1577	140	2	shows	show	VERB
cana-1577	140	3	how	how	SCONJ
cana-1577	140	4	important	important	ADJ
cana-1577	140	5	it	it	PRON
cana-1577	140	6	is	be	AUX
cana-1577	140	7	to	to	PART
cana-1577	140	8	use	use	VERB
cana-1577	140	9	more	more	ADV
cana-1577	140	10	advanced	advanced	ADJ
cana-1577	140	11	drilling	drilling	NOUN
cana-1577	140	12	methods	method	NOUN
cana-1577	140	13	in	in	ADP
cana-1577	140	14	these	these	DET
cana-1577	140	15	cases	case	NOUN
cana-1577	140	16	.	.	PUNCT
cana-1577	141	1	b.	b.	PROPN
cana-1577	141	2	transition	transition	NOUN
cana-1577	141	3	to	to	ADP
cana-1577	141	4	digital	digital	PROPN
cana-1577	141	5	and	and	CCONJ
cana-1577	141	6	data	datum	NOUN
cana-1577	141	7	-	-	PUNCT
cana-1577	141	8	driven	drive	VERB
cana-1577	141	9	techniques	technique	NOUN
cana-1577	141	10	the	the	DET
cana-1577	141	11	oil	oil	NOUN
cana-1577	141	12	and	and	CCONJ
cana-1577	141	13	gas	gas	NOUN
cana-1577	141	14	business	business	NOUN
cana-1577	141	15	has	have	AUX
cana-1577	141	16	changed	change	VERB
cana-1577	141	17	a	a	DET
cana-1577	141	18	lot	lot	NOUN
cana-1577	141	19	since	since	SCONJ
cana-1577	141	20	digital	digital	ADJ
cana-1577	141	21	technologies	technology	NOUN
cana-1577	141	22	were	be	AUX
cana-1577	141	23	used	use	VERB
cana-1577	141	24	in	in	ADP
cana-1577	141	25	digging	dig	VERB
cana-1577	141	26	.	.	PUNCT
cana-1577	142	1	this	this	PRON
cana-1577	142	2	is	be	AUX
cana-1577	142	3	a	a	DET
cana-1577	142	4	big	big	ADJ
cana-1577	142	5	change	change	NOUN
cana-1577	142	6	from	from	ADP
cana-1577	142	7	the	the	DET
cana-1577	142	8	old	old	ADJ
cana-1577	142	9	ways	way	NOUN
cana-1577	142	10	of	of	ADP
cana-1577	142	11	doing	do	VERB
cana-1577	142	12	things	thing	NOUN
cana-1577	142	13	.	.	PUNCT
cana-1577	143	1	this	this	DET
cana-1577	143	2	change	change	NOUN
cana-1577	143	3	happened	happen	VERB
cana-1577	143	4	because	because	SCONJ
cana-1577	143	5	of	of	ADP
cana-1577	143	6	the	the	DET
cana-1577	143	7	need	need	NOUN
cana-1577	143	8	for	for	ADP
cana-1577	143	9	better	well	ADJ
cana-1577	143	10	safety	safety	NOUN
cana-1577	143	11	,	,	PUNCT
cana-1577	143	12	speed	speed	NOUN
cana-1577	143	13	,	,	PUNCT
cana-1577	143	14	and	and	CCONJ
cana-1577	143	15	cost	cost	NOUN
cana-1577	143	16	-	-	PUNCT
cana-1577	143	17	effectiveness	effectiveness	NOUN
cana-1577	143	18	in	in	ADP
cana-1577	143	19	digging	dig	VERB
cana-1577	143	20	settings	setting	NOUN
cana-1577	143	21	that	that	PRON
cana-1577	143	22	are	be	AUX
cana-1577	143	23	getting	get	VERB
cana-1577	143	24	more	more	ADV
cana-1577	143	25	complicated	complicated	ADJ
cana-1577	143	26	.	.	PUNCT
cana-1577	144	1	digital	digital	ADJ
cana-1577	144	2	technologies	technology	NOUN
cana-1577	144	3	have	have	AUX
cana-1577	144	4	made	make	VERB
cana-1577	144	5	a	a	DET
cana-1577	144	6	lot	lot	NOUN
cana-1577	144	7	of	of	ADP
cana-1577	144	8	new	new	ADJ
cana-1577	144	9	things	thing	NOUN
cana-1577	144	10	possible	possible	ADJ
cana-1577	144	11	,	,	PUNCT
cana-1577	144	12	like	like	ADP
cana-1577	144	13	advanced	advanced	ADJ
cana-1577	144	14	tracking	tracking	NOUN
cana-1577	144	15	systems	system	NOUN
cana-1577	144	16	and	and	CCONJ
cana-1577	144	17	real	real	ADJ
cana-1577	144	18	-	-	PUNCT
cana-1577	144	19	time	time	NOUN
cana-1577	144	20	data	datum	NOUN
cana-1577	144	21	analytics	analytic	NOUN
cana-1577	144	22	.	.	PUNCT
cana-1577	145	1	these	these	PRON
cana-1577	145	2	have	have	AUX
cana-1577	145	3	completely	completely	ADV
cana-1577	145	4	changed	change	VERB
cana-1577	145	5	how	how	SCONJ
cana-1577	145	6	drilling	drilling	NOUN
cana-1577	145	7	operations	operation	NOUN
cana-1577	145	8	are	be	AUX
cana-1577	145	9	run	run	VERB
cana-1577	145	10	and	and	CCONJ
cana-1577	145	11	controlled	control	VERB
cana-1577	145	12	.	.	PUNCT
cana-1577	146	1	putting	put	VERB
cana-1577	146	2	in	in	ADP
cana-1577	146	3	place	place	NOUN
cana-1577	146	4	real	real	ADJ
cana-1577	146	5	-	-	PUNCT
cana-1577	146	6	time	time	NOUN
cana-1577	146	7	tracking	tracking	NOUN
cana-1577	146	8	tools	tool	NOUN
cana-1577	146	9	is	be	AUX
cana-1577	146	10	a	a	DET
cana-1577	146	11	key	key	ADJ
cana-1577	146	12	part	part	NOUN
cana-1577	146	13	of	of	ADP
cana-1577	146	14	this	this	DET
cana-1577	146	15	digital	digital	ADJ
cana-1577	146	16	change	change	NOUN
cana-1577	146	17	.	.	PUNCT
cana-1577	147	1	these	these	DET
cana-1577	147	2	systems	system	NOUN
cana-1577	147	3	use	use	VERB
cana-1577	147	4	sensors	sensor	NOUN
cana-1577	147	5	built	build	VERB
cana-1577	147	6	into	into	ADP
cana-1577	147	7	drilling	drilling	NOUN
cana-1577	147	8	tools	tool	NOUN
cana-1577	147	9	to	to	PART
cana-1577	147	10	constantly	constantly	ADV
cana-1577	147	11	gather	gather	VERB
cana-1577	147	12	information	information	NOUN
cana-1577	147	13	about	about	ADP
cana-1577	147	14	things	thing	NOUN
cana-1577	147	15	like	like	ADP
cana-1577	147	16	temperature	temperature	NOUN
cana-1577	147	17	,	,	PUNCT
cana-1577	147	18	sound	sound	NOUN
cana-1577	147	19	,	,	PUNCT
cana-1577	147	20	and	and	CCONJ
cana-1577	147	21	pressure	pressure	NOUN
cana-1577	147	22	[	[	X
cana-1577	147	23	27	27	NUM
cana-1577	147	24	]	]	PUNCT
cana-1577	147	25	.	.	PUNCT
cana-1577	148	1	this	this	DET
cana-1577	148	2	information	information	NOUN
cana-1577	148	3	is	be	AUX
cana-1577	148	4	sent	send	VERB
cana-1577	148	5	to	to	ADP
cana-1577	148	6	computers	computer	NOUN
cana-1577	148	7	on	on	ADP
cana-1577	148	8	the	the	DET
cana-1577	148	9	surface	surface	NOUN
cana-1577	148	10	,	,	PUNCT
cana-1577	148	11	where	where	SCONJ
cana-1577	148	12	it	it	PRON
cana-1577	148	13	is	be	AUX
cana-1577	148	14	studied	study	VERB
cana-1577	148	15	to	to	PART
cana-1577	148	16	give	give	VERB
cana-1577	148	17	real	real	ADJ
cana-1577	148	18	-	-	PUNCT
cana-1577	148	19	time	time	NOUN
cana-1577	148	20	information	information	NOUN
cana-1577	148	21	about	about	ADP
cana-1577	148	22	the	the	DET
cana-1577	148	23	digging	dig	VERB
cana-1577	148	24	circumstances	circumstance	NOUN
cana-1577	148	25	.	.	PUNCT
cana-1577	149	1	real	real	ADJ
cana-1577	149	2	-	-	PUNCT
cana-1577	149	3	time	time	NOUN
cana-1577	149	4	monitoring	monitoring	NOUN
cana-1577	149	5	of	of	ADP
cana-1577	149	6	operations	operation	NOUN
cana-1577	149	7	lets	let	VERB
cana-1577	149	8	workers	worker	NOUN
cana-1577	149	9	make	make	VERB
cana-1577	149	10	quick	quick	ADJ
cana-1577	149	11	,	,	PUNCT
cana-1577	149	12	well	well	ADV
cana-1577	149	13	-	-	PUNCT
cana-1577	149	14	informed	inform	VERB
cana-1577	149	15	decisions	decision	NOUN
cana-1577	149	16	about	about	ADP
cana-1577	149	17	how	how	SCONJ
cana-1577	149	18	to	to	PART
cana-1577	149	19	best	well	ADV
cana-1577	149	20	set	set	VERB
cana-1577	149	21	up	up	ADP
cana-1577	149	22	drilling	drilling	NOUN
cana-1577	149	23	settings	setting	NOUN
cana-1577	149	24	to	to	PART
cana-1577	149	25	improve	improve	VERB
cana-1577	149	26	performance	performance	NOUN
cana-1577	149	27	and	and	CCONJ
cana-1577	149	28	avoid	avoid	VERB
cana-1577	149	29	problems	problem	NOUN
cana-1577	149	30	like	like	ADP
cana-1577	149	31	equipment	equipment	NOUN
cana-1577	149	32	failures	failure	NOUN
cana-1577	149	33	or	or	CCONJ
cana-1577	149	34	wellbore	wellbore	NOUN
cana-1577	149	35	instability	instability	NOUN
cana-1577	149	36	.	.	PUNCT
cana-1577	150	1	this	this	DET
cana-1577	150	2	feature	feature	NOUN
cana-1577	150	3	cuts	cut	VERB
cana-1577	150	4	down	down	ADP
cana-1577	150	5	on	on	ADP
cana-1577	150	6	time	time	NOUN
cana-1577	150	7	spent	spend	VERB
cana-1577	150	8	doing	do	VERB
cana-1577	150	9	nothing	nothing	PRON
cana-1577	150	10	and	and	CCONJ
cana-1577	150	11	boosts	boost	VERB
cana-1577	150	12	total	total	ADJ
cana-1577	150	13	efficiency	efficiency	NOUN
cana-1577	150	14	.	.	PUNCT
cana-1577	151	1	in	in	ADP
cana-1577	151	2	this	this	DET
cana-1577	151	3	digital	digital	ADJ
cana-1577	151	4	age	age	NOUN
cana-1577	151	5	,	,	PUNCT
cana-1577	151	6	data	datum	NOUN
cana-1577	151	7	analytics	analytic	NOUN
cana-1577	151	8	is	be	AUX
cana-1577	151	9	very	very	ADV
cana-1577	151	10	important	important	ADJ
cana-1577	151	11	because	because	SCONJ
cana-1577	151	12	it	it	PRON
cana-1577	151	13	lets	let	VERB
cana-1577	151	14	us	we	PRON
cana-1577	151	15	handle	handle	VERB
cana-1577	151	16	and	and	CCONJ
cana-1577	151	17	make	make	VERB
cana-1577	151	18	sense	sense	NOUN
cana-1577	151	19	of	of	ADP
cana-1577	151	20	the	the	DET
cana-1577	151	21	huge	huge	ADJ
cana-1577	151	22	amounts	amount	NOUN
cana-1577	151	23	of	of	ADP
cana-1577	151	24	data	datum	NOUN
cana-1577	151	25	that	that	PRON
cana-1577	151	26	are	be	AUX
cana-1577	151	27	collected	collect	VERB
cana-1577	151	28	during	during	ADP
cana-1577	151	29	digging	dig	VERB
cana-1577	151	30	.	.	PUNCT
cana-1577	152	1	machine	machine	NOUN
cana-1577	152	2	learning	learn	VERB
cana-1577	152	3	algorithms	algorithm	NOUN
cana-1577	152	4	and	and	CCONJ
cana-1577	152	5	advanced	advanced	ADJ
cana-1577	152	6	analytics	analytic	NOUN
cana-1577	152	7	tools	tool	NOUN
cana-1577	152	8	are	be	AUX
cana-1577	152	9	used	use	VERB
cana-1577	152	10	to	to	PART
cana-1577	152	11	find	find	VERB
cana-1577	152	12	trends	trend	NOUN
cana-1577	152	13	and	and	CCONJ
cana-1577	152	14	connections	connection	NOUN
cana-1577	152	15	in	in	ADP
cana-1577	152	16	the	the	DET
cana-1577	152	17	data	datum	NOUN
cana-1577	152	18	.	.	PUNCT
cana-1577	153	1	this	this	PRON
cana-1577	153	2	gives	give	VERB
cana-1577	153	3	us	we	PRON
cana-1577	153	4	new	new	ADJ
cana-1577	153	5	insights	insight	NOUN
cana-1577	153	6	that	that	PRON
cana-1577	153	7	we	we	PRON
cana-1577	153	8	could	could	AUX
cana-1577	153	9	n't	not	PART
cana-1577	153	10	get	get	VERB
cana-1577	153	11	with	with	ADP
cana-1577	153	12	older	old	ADJ
cana-1577	153	13	methods	method	NOUN
cana-1577	153	14	.	.	PUNCT
cana-1577	154	1	for	for	ADP
cana-1577	154	2	case	case	NOUN
cana-1577	154	3	,	,	PUNCT
cana-1577	154	4	prescient	prescient	ADJ
cana-1577	154	5	analytics	analytic	NOUN
cana-1577	154	6	can	can	AUX
cana-1577	154	7	foresee	foresee	VERB
cana-1577	154	8	how	how	SCONJ
cana-1577	154	9	burrowing	burrowing	NOUN
cana-1577	154	10	will	will	AUX
cana-1577	154	11	go	go	VERB
cana-1577	154	12	by	by	ADP
cana-1577	154	13	utilizing	utilize	VERB
cana-1577	154	14	both	both	PRON
cana-1577	154	15	past	past	ADJ
cana-1577	154	16	and	and	CCONJ
cana-1577	154	17	real	real	ADJ
cana-1577	154	18	-	-	PUNCT
cana-1577	154	19	time	time	NOUN
cana-1577	154	20	information	information	NOUN
cana-1577	154	21	.	.	PUNCT
cana-1577	155	1	this	this	PRON
cana-1577	155	2	lets	let	VERB
cana-1577	155	3	labourers	labourer	NOUN
cana-1577	155	4	arrange	arrange	VERB
cana-1577	155	5	ahead	ahead	ADV
cana-1577	155	6	for	for	ADP
cana-1577	155	7	issues	issue	NOUN
cana-1577	155	8	and	and	CCONJ
cana-1577	155	9	make	make	VERB
cana-1577	155	10	communications	communication	NOUN
cana-1577	155	11	on	on	ADP
cana-1577	155	12	applied	apply	VERB
cana-1577	155	13	nonlinear	nonlinear	ADJ
cana-1577	155	14	analysis	analysis	NOUN
cana-1577	155	15	issn	issn	NOUN
cana-1577	155	16	:	:	PUNCT
cana-1577	155	17	1074	1074	NUM
cana-1577	155	18	-	-	PUNCT
cana-1577	155	19	133x	133x	NUM
cana-1577	155	20	vol	vol	NOUN
cana-1577	155	21	31	31	NUM
cana-1577	155	22	no	no	NOUN
cana-1577	155	23	.	.	PUNCT
cana-1577	156	1	8s	8s	PROPN
cana-1577	156	2	(	(	PUNCT
cana-1577	156	3	2024	2024	NUM
cana-1577	156	4	)	)	PUNCT
cana-1577	156	5	679	679	NUM
cana-1577	157	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	157	2	changes	change	NOUN
cana-1577	157	3	to	to	ADP
cana-1577	157	4	their	their	PRON
cana-1577	157	5	methodologies	methodology	NOUN
cana-1577	157	6	some	some	DET
cana-1577	157	7	time	time	NOUN
cana-1577	157	8	recently	recently	ADV
cana-1577	157	9	they	they	PRON
cana-1577	157	10	happen	happen	VERB
cana-1577	157	11	.	.	PUNCT
cana-1577	158	1	this	this	DET
cana-1577	158	2	strategy	strategy	NOUN
cana-1577	158	3	based	base	VERB
cana-1577	158	4	on	on	ADP
cana-1577	158	5	information	information	NOUN
cana-1577	158	6	makes	make	VERB
cana-1577	158	7	penetrating	penetrate	VERB
cana-1577	158	8	forms	form	NOUN
cana-1577	158	9	more	more	ADV
cana-1577	158	10	exact	exact	ADJ
cana-1577	158	11	and	and	CCONJ
cana-1577	158	12	solid	solid	ADJ
cana-1577	158	13	,	,	PUNCT
cana-1577	158	14	which	which	PRON
cana-1577	158	15	brings	bring	VERB
cana-1577	158	16	down	down	ADP
cana-1577	158	17	dangers	danger	NOUN
cana-1577	158	18	and	and	CCONJ
cana-1577	158	19	raises	raise	VERB
cana-1577	158	20	security	security	NOUN
cana-1577	158	21	.	.	PUNCT
cana-1577	159	1	boring	boring	NOUN
cana-1577	159	2	has	have	AUX
cana-1577	159	3	moreover	moreover	ADV
cana-1577	159	4	gotten	get	VERB
cana-1577	159	5	to	to	PART
cana-1577	159	6	be	be	AUX
cana-1577	159	7	more	more	ADV
cana-1577	159	8	computerized	computerized	ADJ
cana-1577	159	9	and	and	CCONJ
cana-1577	159	10	can	can	AUX
cana-1577	159	11	be	be	AUX
cana-1577	159	12	controlled	control	VERB
cana-1577	159	13	from	from	ADP
cana-1577	159	14	a	a	DET
cana-1577	159	15	remote	remote	ADJ
cana-1577	159	16	place	place	NOUN
cana-1577	159	17	much	much	ADV
cana-1577	159	18	obliged	oblige	VERB
cana-1577	159	19	to	to	ADP
cana-1577	159	20	computerized	computerized	ADJ
cana-1577	159	21	innovations	innovation	NOUN
cana-1577	159	22	.	.	PUNCT
cana-1577	160	1	mechanized	mechanized	ADJ
cana-1577	160	2	boring	boring	ADJ
cana-1577	160	3	frameworks	framework	NOUN
cana-1577	160	4	can	can	AUX
cana-1577	160	5	do	do	VERB
cana-1577	160	6	complicated	complicated	ADJ
cana-1577	160	7	employments	employment	NOUN
cana-1577	160	8	with	with	ADP
cana-1577	160	9	small	small	ADJ
cana-1577	160	10	offer	offer	NOUN
cana-1577	160	11	assistance	assistance	NOUN
cana-1577	160	12	from	from	ADP
cana-1577	160	13	individuals	individual	NOUN
cana-1577	160	14	,	,	PUNCT
cana-1577	160	15	which	which	PRON
cana-1577	160	16	boost	boost	VERB
cana-1577	160	17	speed	speed	NOUN
cana-1577	160	18	and	and	CCONJ
cana-1577	160	19	brings	bring	VERB
cana-1577	160	20	down	down	ADP
cana-1577	160	21	the	the	DET
cana-1577	160	22	chance	chance	NOUN
cana-1577	160	23	of	of	ADP
cana-1577	160	24	botches	botch	NOUN
cana-1577	160	25	.	.	PUNCT
cana-1577	161	1	with	with	ADP
cana-1577	161	2	advanced	advanced	ADJ
cana-1577	161	3	information	information	NOUN
cana-1577	161	4	utilized	utilize	VERB
cana-1577	161	5	for	for	ADP
cana-1577	161	6	heading	head	VERB
cana-1577	161	7	and	and	CCONJ
cana-1577	161	8	back	back	ADV
cana-1577	161	9	,	,	PUNCT
cana-1577	161	10	inaccessible	inaccessible	ADJ
cana-1577	161	11	operation	operation	NOUN
cana-1577	161	12	center	center	NOUN
cana-1577	161	13	let	let	VERB
cana-1577	161	14	specialists	specialist	NOUN
cana-1577	161	15	keep	keep	VERB
cana-1577	161	16	an	an	DET
cana-1577	161	17	eye	eye	NOUN
cana-1577	161	18	on	on	ADP
cana-1577	161	19	numerous	numerous	ADJ
cana-1577	161	20	penetrating	penetrate	VERB
cana-1577	161	21	ventures	venture	NOUN
cana-1577	161	22	from	from	ADP
cana-1577	161	23	one	one	NUM
cana-1577	161	24	put	put	NOUN
cana-1577	161	25	.	.	PUNCT
cana-1577	162	1	this	this	PRON
cana-1577	162	2	not	not	PART
cana-1577	162	3	as	as	SCONJ
cana-1577	162	4	it	it	PRON
cana-1577	162	5	were	be	AUX
cana-1577	162	6	moves	move	NOUN
cana-1577	162	7	forward	forward	ADV
cana-1577	162	8	working	working	NOUN
cana-1577	162	9	effectiveness	effectiveness	NOUN
cana-1577	162	10	,	,	PUNCT
cana-1577	162	11	but	but	CCONJ
cana-1577	162	12	it	it	PRON
cana-1577	162	13	moreover	moreover	ADV
cana-1577	162	14	makes	make	VERB
cana-1577	162	15	things	thing	NOUN
cana-1577	162	16	more	more	ADV
cana-1577	162	17	secure	secure	ADJ
cana-1577	162	18	by	by	ADP
cana-1577	162	19	cutting	cut	VERB
cana-1577	162	20	down	down	ADP
cana-1577	162	21	on	on	ADP
cana-1577	162	22	the	the	DET
cana-1577	162	23	number	number	NOUN
cana-1577	162	24	of	of	ADP
cana-1577	162	25	individuals	individual	NOUN
cana-1577	162	26	who	who	PRON
cana-1577	162	27	got	get	VERB
cana-1577	162	28	to	to	PART
cana-1577	162	29	be	be	AUX
cana-1577	162	30	in	in	ADP
cana-1577	162	31	unsafe	unsafe	ADJ
cana-1577	162	32	places	place	NOUN
cana-1577	162	33	.	.	PUNCT
cana-1577	163	1	1	1	X
cana-1577	163	2	.	.	X
cana-1577	163	3	impact	impact	NOUN
cana-1577	163	4	of	of	ADP
cana-1577	163	5	real	real	ADJ
cana-1577	163	6	-	-	PUNCT
cana-1577	163	7	time	time	NOUN
cana-1577	163	8	data	datum	NOUN
cana-1577	163	9	collection	collection	NOUN
cana-1577	163	10	and	and	CCONJ
cana-1577	163	11	analysis	analysis	NOUN
cana-1577	163	12	on	on	ADP
cana-1577	163	13	drilling	drilling	NOUN
cana-1577	163	14	performance	performance	NOUN
cana-1577	163	15	the	the	DET
cana-1577	163	16	collecting	collecting	NOUN
cana-1577	163	17	and	and	CCONJ
cana-1577	163	18	think	think	VERB
cana-1577	163	19	about	about	ADP
cana-1577	163	20	of	of	ADP
cana-1577	163	21	real	real	ADJ
cana-1577	163	22	-	-	PUNCT
cana-1577	163	23	time	time	NOUN
cana-1577	163	24	information	information	NOUN
cana-1577	163	25	has	have	AUX
cana-1577	163	26	had	have	VERB
cana-1577	163	27	a	a	DET
cana-1577	163	28	colossal	colossal	ADJ
cana-1577	163	29	impact	impact	NOUN
cana-1577	163	30	on	on	ADP
cana-1577	163	31	the	the	DET
cana-1577	163	32	victory	victory	NOUN
cana-1577	163	33	of	of	ADP
cana-1577	163	34	boring	bore	VERB
cana-1577	163	35	,	,	PUNCT
cana-1577	163	36	totally	totally	ADV
cana-1577	163	37	changing	change	VERB
cana-1577	163	38	how	how	SCONJ
cana-1577	163	39	exercises	exercise	NOUN
cana-1577	163	40	are	be	AUX
cana-1577	163	41	run	run	VERB
cana-1577	163	42	and	and	CCONJ
cana-1577	163	43	controlled	control	VERB
cana-1577	163	44	.	.	PUNCT
cana-1577	164	1	this	this	DET
cana-1577	164	2	modern	modern	ADJ
cana-1577	164	3	innovation	innovation	NOUN
cana-1577	164	4	has	have	AUX
cana-1577	164	5	brought	bring	VERB
cana-1577	164	6	exactness	exactness	NOUN
cana-1577	164	7	,	,	PUNCT
cana-1577	164	8	speed	speed	NOUN
cana-1577	164	9	,	,	PUNCT
cana-1577	164	10	and	and	CCONJ
cana-1577	164	11	security	security	NOUN
cana-1577	164	12	to	to	ADP
cana-1577	164	13	the	the	DET
cana-1577	164	14	oil	oil	NOUN
cana-1577	164	15	and	and	CCONJ
cana-1577	164	16	gas	gas	NOUN
cana-1577	164	17	commerce	commerce	NOUN
cana-1577	164	18	to	to	ADP
cana-1577	164	19	levels	level	NOUN
cana-1577	164	20	that	that	PRON
cana-1577	164	21	have	have	AUX
cana-1577	164	22	never	never	ADV
cana-1577	164	23	been	be	AUX
cana-1577	164	24	seen	see	VERB
cana-1577	164	25	some	some	DET
cana-1577	164	26	time	time	NOUN
cana-1577	164	27	recently	recently	ADV
cana-1577	164	28	.	.	PUNCT
cana-1577	165	1	it	it	PRON
cana-1577	165	2	also	also	ADV
cana-1577	165	3	lets	let	VERB
cana-1577	165	4	workers	worker	NOUN
cana-1577	165	5	adapt	adapt	VERB
cana-1577	165	6	quickly	quickly	ADV
cana-1577	165	7	to	to	ADP
cana-1577	165	8	changing	change	VERB
cana-1577	165	9	conditions	condition	NOUN
cana-1577	165	10	in	in	ADP
cana-1577	165	11	digging	dig	VERB
cana-1577	165	12	sites	site	NOUN
cana-1577	165	13	.	.	PUNCT
cana-1577	166	1	for	for	ADP
cana-1577	166	2	real	real	ADJ
cana-1577	166	3	-	-	PUNCT
cana-1577	166	4	time	time	NOUN
cana-1577	166	5	data	datum	NOUN
cana-1577	166	6	collection	collection	NOUN
cana-1577	166	7	to	to	PART
cana-1577	166	8	work	work	VERB
cana-1577	166	9	,	,	PUNCT
cana-1577	166	10	sensors	sensor	NOUN
cana-1577	166	11	built	build	VERB
cana-1577	166	12	into	into	ADP
cana-1577	166	13	the	the	DET
cana-1577	166	14	drilling	drilling	NOUN
cana-1577	166	15	tools	tool	NOUN
cana-1577	166	16	must	must	AUX
cana-1577	166	17	constantly	constantly	ADV
cana-1577	166	18	check	check	VERB
cana-1577	166	19	the	the	DET
cana-1577	166	20	drilling	drilling	NOUN
cana-1577	166	21	settings	setting	NOUN
cana-1577	166	22	.	.	PUNCT
cana-1577	167	1	these	these	DET
cana-1577	167	2	sensors	sensor	NOUN
cana-1577	167	3	record	record	VERB
cana-1577	167	4	a	a	DET
cana-1577	167	5	lot	lot	NOUN
cana-1577	167	6	of	of	ADP
cana-1577	167	7	information	information	NOUN
cana-1577	167	8	,	,	PUNCT
cana-1577	167	9	like	like	ADP
cana-1577	167	10	pressure	pressure	NOUN
cana-1577	167	11	,	,	PUNCT
cana-1577	167	12	temperature	temperature	NOUN
cana-1577	167	13	,	,	PUNCT
cana-1577	167	14	sound	sound	NOUN
cana-1577	167	15	,	,	PUNCT
cana-1577	167	16	and	and	CCONJ
cana-1577	167	17	torque	torque	NOUN
cana-1577	167	18	,	,	PUNCT
cana-1577	167	19	so	so	SCONJ
cana-1577	167	20	you	you	PRON
cana-1577	167	21	can	can	AUX
cana-1577	167	22	see	see	VERB
cana-1577	167	23	the	the	DET
cana-1577	167	24	whole	whole	ADJ
cana-1577	167	25	drilling	drilling	NOUN
cana-1577	167	26	process	process	NOUN
cana-1577	167	27	as	as	SCONJ
cana-1577	167	28	it	it	PRON
cana-1577	167	29	happens	happen	VERB
cana-1577	167	30	.	.	PUNCT
cana-1577	168	1	because	because	SCONJ
cana-1577	168	2	this	this	DET
cana-1577	168	3	information	information	NOUN
cana-1577	168	4	is	be	AUX
cana-1577	168	5	available	available	ADJ
cana-1577	168	6	right	right	ADV
cana-1577	168	7	away	away	ADV
cana-1577	168	8	,	,	PUNCT
cana-1577	168	9	workers	worker	NOUN
cana-1577	168	10	can	can	AUX
cana-1577	168	11	make	make	VERB
cana-1577	168	12	quick	quick	ADJ
cana-1577	168	13	choices	choice	NOUN
cana-1577	168	14	based	base	VERB
cana-1577	168	15	on	on	ADP
cana-1577	168	16	well	well	ADV
cana-1577	168	17	-	-	PUNCT
cana-1577	168	18	researched	research	VERB
cana-1577	168	19	facts	fact	NOUN
cana-1577	168	20	.	.	PUNCT
cana-1577	169	1	for	for	ADP
cana-1577	169	2	example	example	NOUN
cana-1577	169	3	,	,	PUNCT
cana-1577	169	4	they	they	PRON
cana-1577	169	5	can	can	AUX
cana-1577	169	6	change	change	VERB
cana-1577	169	7	the	the	DET
cana-1577	169	8	weight	weight	NOUN
cana-1577	169	9	on	on	ADP
cana-1577	169	10	the	the	DET
cana-1577	169	11	bit	bit	NOUN
cana-1577	169	12	and	and	CCONJ
cana-1577	169	13	the	the	DET
cana-1577	169	14	speed	speed	NOUN
cana-1577	169	15	of	of	ADP
cana-1577	169	16	spinning	spin	VERB
cana-1577	169	17	to	to	PART
cana-1577	169	18	get	get	VERB
cana-1577	169	19	the	the	DET
cana-1577	169	20	best	good	ADJ
cana-1577	169	21	results	result	NOUN
cana-1577	169	22	while	while	SCONJ
cana-1577	169	23	reducing	reduce	VERB
cana-1577	169	24	equipment	equipment	NOUN
cana-1577	169	25	wear	wear	NOUN
cana-1577	169	26	[	[	PUNCT
cana-1577	169	27	13	13	NUM
cana-1577	169	28	]	]	PUNCT
cana-1577	169	29	.	.	PUNCT
cana-1577	170	1	figure	figure	VERB
cana-1577	170	2	4	4	NUM
cana-1577	170	3	:	:	PUNCT
cana-1577	170	4	overview	overview	NOUN
cana-1577	170	5	of	of	ADP
cana-1577	170	6	real	real	ADJ
cana-1577	170	7	-	-	PUNCT
cana-1577	170	8	time	time	NOUN
cana-1577	170	9	data	datum	NOUN
cana-1577	170	10	collection	collection	NOUN
cana-1577	170	11	and	and	CCONJ
cana-1577	170	12	analysis	analysis	NOUN
cana-1577	170	13	communications	communication	NOUN
cana-1577	170	14	on	on	ADP
cana-1577	170	15	applied	apply	VERB
cana-1577	170	16	nonlinear	nonlinear	ADJ
cana-1577	170	17	analysis	analysis	NOUN
cana-1577	170	18	issn	issn	NOUN
cana-1577	170	19	:	:	PUNCT
cana-1577	170	20	1074	1074	NUM
cana-1577	170	21	-	-	PUNCT
cana-1577	170	22	133x	133x	NUM
cana-1577	170	23	vol	vol	NOUN
cana-1577	170	24	31	31	NUM
cana-1577	170	25	no	no	NOUN
cana-1577	170	26	.	.	PUNCT
cana-1577	171	1	8s	8s	PROPN
cana-1577	171	2	(	(	PUNCT
cana-1577	171	3	2024	2024	NUM
cana-1577	171	4	)	)	PUNCT
cana-1577	171	5	680	680	NUM
cana-1577	171	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	171	7	modern	modern	ADJ
cana-1577	171	8	analytics	analytic	NOUN
cana-1577	171	9	tools	tool	NOUN
cana-1577	171	10	and	and	CCONJ
cana-1577	171	11	machine	machine	NOUN
cana-1577	171	12	learning	learn	VERB
cana-1577	171	13	algorithms	algorithm	NOUN
cana-1577	171	14	make	make	VERB
cana-1577	171	15	it	it	PRON
cana-1577	171	16	easier	easy	ADJ
cana-1577	171	17	to	to	PART
cana-1577	171	18	look	look	VERB
cana-1577	171	19	at	at	ADP
cana-1577	171	20	real	real	ADJ
cana-1577	171	21	-	-	PUNCT
cana-1577	171	22	time	time	NOUN
cana-1577	171	23	data	datum	NOUN
cana-1577	171	24	.	.	PUNCT
cana-1577	172	1	these	these	DET
cana-1577	172	2	tools	tool	NOUN
cana-1577	172	3	process	process	VERB
cana-1577	172	4	the	the	DET
cana-1577	172	5	data	datum	NOUN
cana-1577	172	6	to	to	PART
cana-1577	172	7	find	find	VERB
cana-1577	172	8	trends	trend	NOUN
cana-1577	172	9	and	and	CCONJ
cana-1577	172	10	outliers	outlier	NOUN
cana-1577	172	11	.	.	PUNCT
cana-1577	173	1	this	this	DET
cana-1577	173	2	feature	feature	NOUN
cana-1577	173	3	is	be	AUX
cana-1577	173	4	very	very	ADV
cana-1577	173	5	important	important	ADJ
cana-1577	173	6	for	for	ADP
cana-1577	173	7	predictive	predictive	ADJ
cana-1577	173	8	maintenance	maintenance	NOUN
cana-1577	173	9	because	because	SCONJ
cana-1577	173	10	it	it	PRON
cana-1577	173	11	lets	let	VERB
cana-1577	173	12	you	you	PRON
cana-1577	173	13	find	find	VERB
cana-1577	173	14	problems	problem	NOUN
cana-1577	173	15	with	with	ADP
cana-1577	173	16	equipment	equipment	NOUN
cana-1577	173	17	or	or	CCONJ
cana-1577	173	18	bad	bad	ADJ
cana-1577	173	19	conditions	condition	NOUN
cana-1577	173	20	before	before	SCONJ
cana-1577	173	21	they	they	PRON
cana-1577	173	22	get	get	VERB
cana-1577	173	23	worse	bad	ADJ
cana-1577	173	24	and	and	CCONJ
cana-1577	173	25	cause	cause	VERB
cana-1577	173	26	expensive	expensive	ADJ
cana-1577	173	27	downtimes	downtime	NOUN
cana-1577	173	28	or	or	CCONJ
cana-1577	173	29	safety	safety	NOUN
cana-1577	173	30	issues	issue	NOUN
cana-1577	173	31	.	.	PUNCT
cana-1577	174	1	by	by	ADP
cana-1577	174	2	predicting	predict	VERB
cana-1577	174	3	possible	possible	ADJ
cana-1577	174	4	problems	problem	NOUN
cana-1577	174	5	before	before	SCONJ
cana-1577	174	6	they	they	PRON
cana-1577	174	7	happen	happen	VERB
cana-1577	174	8	,	,	PUNCT
cana-1577	174	9	workers	worker	NOUN
cana-1577	174	10	can	can	AUX
cana-1577	174	11	take	take	VERB
cana-1577	174	12	steps	step	NOUN
cana-1577	174	13	to	to	PART
cana-1577	174	14	avoid	avoid	VERB
cana-1577	174	15	them	they	PRON
cana-1577	174	16	,	,	PUNCT
cana-1577	174	17	like	like	ADP
cana-1577	174	18	changing	change	VERB
cana-1577	174	19	their	their	PRON
cana-1577	174	20	drilling	drilling	NOUN
cana-1577	174	21	methods	method	NOUN
cana-1577	174	22	or	or	CCONJ
cana-1577	174	23	planning	planning	NOUN
cana-1577	174	24	repairs	repair	NOUN
cana-1577	174	25	,	,	PUNCT
cana-1577	174	26	represent	represent	VERB
cana-1577	174	27	it	it	PRON
cana-1577	174	28	in	in	ADP
cana-1577	174	29	figure	figure	NOUN
cana-1577	174	30	4	4	NUM
cana-1577	174	31	.	.	PUNCT
cana-1577	174	32	real	real	ADJ
cana-1577	174	33	-	-	PUNCT
cana-1577	174	34	time	time	NOUN
cana-1577	174	35	data	datum	NOUN
cana-1577	174	36	analysis	analysis	NOUN
cana-1577	174	37	also	also	ADV
cana-1577	174	38	improves	improve	VERB
cana-1577	174	39	safety	safety	NOUN
cana-1577	174	40	by	by	ADP
cana-1577	174	41	giving	give	VERB
cana-1577	174	42	instant	instant	ADJ
cana-1577	174	43	feedback	feedback	NOUN
cana-1577	174	44	on	on	ADP
cana-1577	174	45	the	the	DET
cana-1577	174	46	conditions	condition	NOUN
cana-1577	174	47	of	of	ADP
cana-1577	174	48	the	the	DET
cana-1577	174	49	digging	digging	NOUN
cana-1577	174	50	.	.	PUNCT
cana-1577	175	1	this	this	DET
cana-1577	175	2	feedback	feedback	NOUN
cana-1577	175	3	can	can	AUX
cana-1577	175	4	let	let	VERB
cana-1577	175	5	workers	worker	NOUN
cana-1577	175	6	know	know	VERB
cana-1577	175	7	about	about	ADP
cana-1577	175	8	possible	possible	ADJ
cana-1577	175	9	dangers	danger	NOUN
cana-1577	175	10	,	,	PUNCT
cana-1577	175	11	like	like	ADP
cana-1577	175	12	rocks	rock	NOUN
cana-1577	175	13	that	that	PRON
cana-1577	175	14	are	be	AUX
cana-1577	175	15	too	too	ADV
cana-1577	175	16	pressured	pressured	ADJ
cana-1577	175	17	or	or	CCONJ
cana-1577	175	18	wellbore	wellbore	VERB
cana-1577	175	19	conditions	condition	NOUN
cana-1577	175	20	that	that	PRON
cana-1577	175	21	are	be	AUX
cana-1577	175	22	n't	not	PART
cana-1577	175	23	stable	stable	ADJ
cana-1577	175	24	,	,	PUNCT
cana-1577	175	25	so	so	SCONJ
cana-1577	175	26	they	they	PRON
cana-1577	175	27	can	can	AUX
cana-1577	175	28	quickly	quickly	ADV
cana-1577	175	29	fix	fix	VERB
cana-1577	175	30	the	the	DET
cana-1577	175	31	problem	problem	NOUN
cana-1577	175	32	and	and	CCONJ
cana-1577	175	33	lower	lower	VERB
cana-1577	175	34	the	the	DET
cana-1577	175	35	risk	risk	NOUN
cana-1577	175	36	.	.	PUNCT
cana-1577	176	1	being	be	AUX
cana-1577	176	2	able	able	ADJ
cana-1577	176	3	to	to	PART
cana-1577	176	4	see	see	VERB
cana-1577	176	5	and	and	CCONJ
cana-1577	176	6	act	act	VERB
cana-1577	176	7	on	on	ADP
cana-1577	176	8	these	these	DET
cana-1577	176	9	situations	situation	NOUN
cana-1577	176	10	in	in	ADP
cana-1577	176	11	real	real	ADJ
cana-1577	176	12	time	time	NOUN
cana-1577	176	13	makes	make	VERB
cana-1577	176	14	accidents	accident	NOUN
cana-1577	176	15	and	and	CCONJ
cana-1577	176	16	environmental	environmental	ADJ
cana-1577	176	17	problems	problem	NOUN
cana-1577	176	18	much	much	ADV
cana-1577	176	19	less	less	ADV
cana-1577	176	20	likely	likely	ADJ
cana-1577	176	21	,	,	PUNCT
cana-1577	176	22	which	which	PRON
cana-1577	176	23	encourages	encourage	VERB
cana-1577	176	24	better	well	ADV
cana-1577	176	25	and	and	CCONJ
cana-1577	176	26	more	more	ADV
cana-1577	176	27	responsible	responsible	ADJ
cana-1577	176	28	digging	digging	NOUN
cana-1577	176	29	.	.	PUNCT
cana-1577	177	1	real	real	ADJ
cana-1577	177	2	-	-	PUNCT
cana-1577	177	3	time	time	NOUN
cana-1577	177	4	data	datum	NOUN
cana-1577	177	5	gathering	gathering	NOUN
cana-1577	177	6	and	and	CCONJ
cana-1577	177	7	analysis	analysis	NOUN
cana-1577	177	8	are	be	AUX
cana-1577	177	9	built	build	VERB
cana-1577	177	10	in	in	ADP
cana-1577	177	11	,	,	PUNCT
cana-1577	177	12	which	which	PRON
cana-1577	177	13	also	also	ADV
cana-1577	177	14	makes	make	VERB
cana-1577	177	15	it	it	PRON
cana-1577	177	16	possible	possible	ADJ
cana-1577	177	17	to	to	PART
cana-1577	177	18	operate	operate	VERB
cana-1577	177	19	from	from	ADP
cana-1577	177	20	afar	afar	ADV
cana-1577	177	21	.	.	PUNCT
cana-1577	178	1	digital	digital	PROPN
cana-1577	178	2	technologies	technology	NOUN
cana-1577	178	3	allow	allow	VERB
cana-1577	178	4	operators	operator	NOUN
cana-1577	178	5	to	to	PART
cana-1577	178	6	keep	keep	VERB
cana-1577	178	7	an	an	DET
cana-1577	178	8	eye	eye	NOUN
cana-1577	178	9	on	on	ADP
cana-1577	178	10	multiple	multiple	ADJ
cana-1577	178	11	projects	project	NOUN
cana-1577	178	12	at	at	ADP
cana-1577	178	13	once	once	ADV
cana-1577	178	14	from	from	ADP
cana-1577	178	15	centralized	centralized	ADJ
cana-1577	178	16	control	control	NOUN
cana-1577	178	17	centers	center	NOUN
cana-1577	178	18	where	where	SCONJ
cana-1577	178	19	they	they	PRON
cana-1577	178	20	can	can	AUX
cana-1577	178	21	watch	watch	VERB
cana-1577	178	22	digging	dig	VERB
cana-1577	178	23	operations	operation	NOUN
cana-1577	178	24	.	.	PUNCT
cana-1577	179	1	this	this	DET
cana-1577	179	2	online	online	ADJ
cana-1577	179	3	supervision	supervision	NOUN
cana-1577	179	4	not	not	PART
cana-1577	179	5	only	only	ADV
cana-1577	179	6	makes	make	VERB
cana-1577	179	7	operations	operation	NOUN
cana-1577	179	8	run	run	VERB
cana-1577	179	9	more	more	ADV
cana-1577	179	10	smoothly	smoothly	ADV
cana-1577	179	11	,	,	PUNCT
cana-1577	179	12	but	but	CCONJ
cana-1577	179	13	it	it	PRON
cana-1577	179	14	also	also	ADV
cana-1577	179	15	cuts	cut	VERB
cana-1577	179	16	down	down	ADP
cana-1577	179	17	on	on	ADP
cana-1577	179	18	the	the	DET
cana-1577	179	19	need	need	NOUN
cana-1577	179	20	for	for	SCONJ
cana-1577	179	21	people	people	NOUN
cana-1577	179	22	to	to	PART
cana-1577	179	23	be	be	AUX
cana-1577	179	24	in	in	ADP
cana-1577	179	25	possibly	possibly	ADV
cana-1577	179	26	dangerous	dangerous	ADJ
cana-1577	179	27	places	place	NOUN
cana-1577	179	28	.	.	PUNCT
cana-1577	180	1	table	table	NOUN
cana-1577	180	2	2	2	NUM
cana-1577	180	3	:	:	PUNCT
cana-1577	180	4	summary	summary	NOUN
cana-1577	180	5	of	of	ADP
cana-1577	180	6	real	real	ADJ
cana-1577	180	7	-	-	PUNCT
cana-1577	180	8	time	time	NOUN
cana-1577	180	9	data	datum	NOUN
cana-1577	180	10	collection	collection	NOUN
cana-1577	180	11	and	and	CCONJ
cana-1577	180	12	analysis	analysis	NOUN
cana-1577	180	13	on	on	ADP
cana-1577	180	14	drilling	drilling	NOUN
cana-1577	180	15	performance	performance	NOUN
cana-1577	180	16	aspect	aspect	NOUN
cana-1577	180	17	parameter	parameter	NOUN
cana-1577	180	18	impact	impact	NOUN
cana-1577	180	19	operational	operational	ADJ
cana-1577	180	20	efficiency	efficiency	NOUN
cana-1577	180	21	improved	improve	VERB
cana-1577	180	22	efficiency	efficiency	NOUN
cana-1577	180	23	real	real	ADJ
cana-1577	180	24	-	-	PUNCT
cana-1577	180	25	time	time	NOUN
cana-1577	180	26	data	datum	NOUN
cana-1577	180	27	allows	allow	VERB
cana-1577	180	28	for	for	ADP
cana-1577	180	29	dynamic	dynamic	ADJ
cana-1577	180	30	adjustments	adjustment	NOUN
cana-1577	180	31	in	in	ADP
cana-1577	180	32	drilling	drilling	NOUN
cana-1577	180	33	parameters	parameter	NOUN
cana-1577	180	34	,	,	PUNCT
cana-1577	180	35	reducing	reduce	VERB
cana-1577	180	36	non	non	ADJ
cana-1577	180	37	-	-	ADJ
cana-1577	180	38	productive	productive	ADJ
cana-1577	180	39	time	time	NOUN
cana-1577	180	40	and	and	CCONJ
cana-1577	180	41	enhancing	enhance	VERB
cana-1577	180	42	overall	overall	ADJ
cana-1577	180	43	performance	performance	NOUN
cana-1577	180	44	.	.	PUNCT
cana-1577	181	1	safety	safety	NOUN
cana-1577	181	2	enhanced	enhance	VERB
cana-1577	181	3	safety	safety	NOUN
cana-1577	181	4	immediate	immediate	ADJ
cana-1577	181	5	feedback	feedback	NOUN
cana-1577	181	6	on	on	ADP
cana-1577	181	7	drilling	drilling	NOUN
cana-1577	181	8	conditions	condition	NOUN
cana-1577	181	9	helps	help	VERB
cana-1577	181	10	mitigate	mitigate	VERB
cana-1577	181	11	risks	risk	NOUN
cana-1577	181	12	and	and	CCONJ
cana-1577	181	13	prevent	prevent	VERB
cana-1577	181	14	accidents	accident	NOUN
cana-1577	181	15	,	,	PUNCT
cana-1577	181	16	promoting	promote	VERB
cana-1577	181	17	safer	safe	ADJ
cana-1577	181	18	operations	operation	NOUN
cana-1577	181	19	.	.	PUNCT
cana-1577	182	1	cost	cost	NOUN
cana-1577	182	2	management	management	NOUN
cana-1577	182	3	cost	cost	NOUN
cana-1577	182	4	reduction	reduction	NOUN
cana-1577	182	5	early	early	ADJ
cana-1577	182	6	detection	detection	NOUN
cana-1577	182	7	of	of	ADP
cana-1577	182	8	issues	issue	NOUN
cana-1577	182	9	through	through	ADP
cana-1577	182	10	predictive	predictive	ADJ
cana-1577	182	11	analytics	analytic	NOUN
cana-1577	182	12	reduces	reduce	VERB
cana-1577	182	13	downtime	downtime	NOUN
cana-1577	182	14	and	and	CCONJ
cana-1577	182	15	maintenance	maintenance	NOUN
cana-1577	182	16	costs	cost	NOUN
cana-1577	182	17	,	,	PUNCT
cana-1577	182	18	optimizing	optimize	VERB
cana-1577	182	19	resource	resource	NOUN
cana-1577	182	20	utilization	utilization	NOUN
cana-1577	182	21	.	.	PUNCT
cana-1577	183	1	data	datum	NOUN
cana-1577	183	2	quality	quality	NOUN
cana-1577	183	3	data	datum	NOUN
cana-1577	183	4	accuracy	accuracy	NOUN
cana-1577	183	5	continuous	continuous	ADJ
cana-1577	183	6	monitoring	monitoring	NOUN
cana-1577	183	7	ensures	ensure	VERB
cana-1577	183	8	high	high	ADJ
cana-1577	183	9	data	datum	NOUN
cana-1577	183	10	accuracy	accuracy	NOUN
cana-1577	183	11	,	,	PUNCT
cana-1577	183	12	providing	provide	VERB
cana-1577	183	13	reliable	reliable	ADJ
cana-1577	183	14	inputs	input	NOUN
cana-1577	183	15	for	for	ADP
cana-1577	183	16	analysis	analysis	NOUN
cana-1577	183	17	and	and	CCONJ
cana-1577	183	18	decision	decision	NOUN
cana-1577	183	19	-	-	PUNCT
cana-1577	183	20	making	making	NOUN
cana-1577	183	21	.	.	PUNCT
cana-1577	184	1	decision	decision	NOUN
cana-1577	184	2	-	-	PUNCT
cana-1577	184	3	making	make	VERB
cana-1577	184	4	informed	informed	ADJ
cana-1577	184	5	decisions	decision	NOUN
cana-1577	184	6	real	real	ADJ
cana-1577	184	7	-	-	PUNCT
cana-1577	184	8	time	time	NOUN
cana-1577	184	9	insights	insight	NOUN
cana-1577	184	10	enable	enable	VERB
cana-1577	184	11	operators	operator	NOUN
cana-1577	184	12	to	to	PART
cana-1577	184	13	make	make	VERB
cana-1577	184	14	quick	quick	ADJ
cana-1577	184	15	,	,	PUNCT
cana-1577	184	16	datadriven	datadriven	ADJ
cana-1577	184	17	decisions	decision	NOUN
cana-1577	184	18	,	,	PUNCT
cana-1577	184	19	optimizing	optimize	VERB
cana-1577	184	20	drilling	drilling	NOUN
cana-1577	184	21	strategies	strategy	NOUN
cana-1577	184	22	and	and	CCONJ
cana-1577	184	23	outcomes	outcome	NOUN
cana-1577	184	24	.	.	PUNCT
cana-1577	185	1	predictive	predictive	ADJ
cana-1577	185	2	maintenance	maintenance	NOUN
cana-1577	185	3	equipment	equipment	NOUN
cana-1577	185	4	longevity	longevity	NOUN
cana-1577	185	5	predictive	predictive	ADJ
cana-1577	185	6	analytics	analytic	NOUN
cana-1577	185	7	identify	identify	VERB
cana-1577	185	8	potential	potential	ADJ
cana-1577	185	9	equipment	equipment	NOUN
cana-1577	185	10	failures	failure	NOUN
cana-1577	185	11	,	,	PUNCT
cana-1577	185	12	allowing	allow	VERB
cana-1577	185	13	for	for	ADP
cana-1577	185	14	timely	timely	ADJ
cana-1577	185	15	maintenance	maintenance	NOUN
cana-1577	185	16	and	and	CCONJ
cana-1577	185	17	reducing	reduce	VERB
cana-1577	185	18	wear	wear	NOUN
cana-1577	185	19	and	and	CCONJ
cana-1577	185	20	tear	tear	ADJ
cana-1577	185	21	.	.	PUNCT
cana-1577	186	1	environmental	environmental	ADJ
cana-1577	186	2	impact	impact	NOUN
cana-1577	186	3	reduced	reduce	VERB
cana-1577	186	4	impact	impact	NOUN
cana-1577	186	5	monitoring	monitoring	NOUN
cana-1577	186	6	and	and	CCONJ
cana-1577	186	7	controlling	control	VERB
cana-1577	186	8	drilling	drilling	NOUN
cana-1577	186	9	parameters	parameter	NOUN
cana-1577	186	10	help	help	VERB
cana-1577	186	11	minimize	minimize	VERB
cana-1577	186	12	environmental	environmental	ADJ
cana-1577	186	13	risks	risk	NOUN
cana-1577	186	14	,	,	PUNCT
cana-1577	186	15	such	such	ADJ
cana-1577	186	16	as	as	ADP
cana-1577	186	17	spills	spill	NOUN
cana-1577	186	18	and	and	CCONJ
cana-1577	186	19	emissions	emission	NOUN
cana-1577	186	20	.	.	PUNCT
cana-1577	187	1	remote	remote	ADJ
cana-1577	187	2	operations	operation	NOUN
cana-1577	187	3	centralized	centralize	VERB
cana-1577	187	4	oversight	oversight	NOUN
cana-1577	187	5	real	real	ADJ
cana-1577	187	6	-	-	PUNCT
cana-1577	187	7	time	time	NOUN
cana-1577	187	8	data	datum	NOUN
cana-1577	187	9	supports	support	VERB
cana-1577	187	10	remote	remote	ADJ
cana-1577	187	11	monitoring	monitoring	NOUN
cana-1577	187	12	and	and	CCONJ
cana-1577	187	13	control	control	NOUN
cana-1577	187	14	,	,	PUNCT
cana-1577	187	15	improving	improve	VERB
cana-1577	187	16	efficiency	efficiency	NOUN
cana-1577	187	17	and	and	CCONJ
cana-1577	187	18	reducing	reduce	VERB
cana-1577	187	19	the	the	DET
cana-1577	187	20	need	need	NOUN
cana-1577	187	21	for	for	ADP
cana-1577	187	22	on	on	ADP
cana-1577	187	23	-	-	PUNCT
cana-1577	187	24	site	site	NOUN
cana-1577	187	25	personnel	personnel	NOUN
cana-1577	187	26	.	.	PUNCT
cana-1577	188	1	risk	risk	NOUN
cana-1577	188	2	management	management	NOUN
cana-1577	188	3	proactive	proactive	ADJ
cana-1577	188	4	risk	risk	NOUN
cana-1577	188	5	mitigation	mitigation	NOUN
cana-1577	188	6	continuous	continuous	ADJ
cana-1577	188	7	data	datum	NOUN
cana-1577	188	8	analysis	analysis	NOUN
cana-1577	188	9	allows	allow	VERB
cana-1577	188	10	for	for	ADP
cana-1577	188	11	early	early	ADJ
cana-1577	188	12	identification	identification	NOUN
cana-1577	188	13	of	of	ADP
cana-1577	188	14	potential	potential	ADJ
cana-1577	188	15	hazards	hazard	NOUN
cana-1577	188	16	,	,	PUNCT
cana-1577	188	17	enabling	enable	VERB
cana-1577	188	18	preemptive	preemptive	ADJ
cana-1577	188	19	actions	action	NOUN
cana-1577	188	20	to	to	PART
cana-1577	188	21	manage	manage	VERB
cana-1577	188	22	communications	communication	NOUN
cana-1577	188	23	on	on	ADP
cana-1577	188	24	applied	apply	VERB
cana-1577	188	25	nonlinear	nonlinear	ADJ
cana-1577	188	26	analysis	analysis	NOUN
cana-1577	188	27	issn	issn	NOUN
cana-1577	188	28	:	:	PUNCT
cana-1577	188	29	1074	1074	NUM
cana-1577	188	30	-	-	PUNCT
cana-1577	188	31	133x	133x	NUM
cana-1577	188	32	vol	vol	NOUN
cana-1577	188	33	31	31	NUM
cana-1577	188	34	no	no	NOUN
cana-1577	188	35	.	.	PUNCT
cana-1577	189	1	8s	8s	PROPN
cana-1577	189	2	(	(	PUNCT
cana-1577	189	3	2024	2024	NUM
cana-1577	189	4	)	)	PUNCT
cana-1577	189	5	681	681	NUM
cana-1577	189	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1577	189	7	risks	risk	NOUN
cana-1577	189	8	.	.	PUNCT
cana-1577	190	1	innovation	innovation	NOUN
cana-1577	190	2	technological	technological	ADJ
cana-1577	190	3	advancement	advancement	NOUN
cana-1577	190	4	integration	integration	NOUN
cana-1577	190	5	of	of	ADP
cana-1577	190	6	real	real	ADJ
cana-1577	190	7	-	-	PUNCT
cana-1577	190	8	time	time	NOUN
cana-1577	190	9	data	datum	NOUN
cana-1577	190	10	drives	drive	VERB
cana-1577	190	11	technological	technological	ADJ
cana-1577	190	12	innovation	innovation	NOUN
cana-1577	190	13	,	,	PUNCT
cana-1577	190	14	paving	pave	VERB
cana-1577	190	15	the	the	DET
cana-1577	190	16	way	way	NOUN
cana-1577	190	17	for	for	ADP
cana-1577	190	18	more	more	ADV
cana-1577	190	19	advanced	advanced	ADJ
cana-1577	190	20	and	and	CCONJ
cana-1577	190	21	sustainable	sustainable	ADJ
cana-1577	190	22	drilling	drilling	NOUN
cana-1577	190	23	techniques	technique	NOUN
cana-1577	190	24	.	.	PUNCT
cana-1577	191	1	iv	iv	X
cana-1577	191	2	.	.	PUNCT
cana-1577	192	1	advanced	advanced	ADJ
cana-1577	192	2	modeling	modeling	NOUN
cana-1577	192	3	techniques	technique	NOUN
cana-1577	192	4	a.	a.	NOUN
cana-1577	192	5	data	data	PROPN
cana-1577	192	6	-	-	PUNCT
cana-1577	192	7	driven	drive	VERB
cana-1577	192	8	models	model	NOUN
cana-1577	192	9	the	the	DET
cana-1577	192	10	oil	oil	NOUN
cana-1577	192	11	and	and	CCONJ
cana-1577	192	12	gas	gas	NOUN
cana-1577	192	13	business	business	NOUN
cana-1577	192	14	has	have	AUX
cana-1577	192	15	changed	change	VERB
cana-1577	192	16	a	a	DET
cana-1577	192	17	lot	lot	NOUN
cana-1577	192	18	about	about	ADP
cana-1577	192	19	how	how	SCONJ
cana-1577	192	20	they	they	PRON
cana-1577	192	21	do	do	AUX
cana-1577	192	22	digging	dig	VERB
cana-1577	192	23	operations	operation	NOUN
cana-1577	192	24	since	since	SCONJ
cana-1577	192	25	data	data	NOUN
cana-1577	192	26	-	-	PUNCT
cana-1577	192	27	driven	drive	VERB
cana-1577	192	28	models	model	NOUN
cana-1577	192	29	came	come	VERB
cana-1577	192	30	out	out	ADP
cana-1577	192	31	.	.	PUNCT
cana-1577	193	1	the	the	DET
cana-1577	193	2	machine	machine	NOUN
cana-1577	193	3	learning	learn	VERB
cana-1577	193	4	methods	method	NOUN
cana-1577	193	5	in	in	ADP
cana-1577	193	6	these	these	DET
cana-1577	193	7	models	model	NOUN
cana-1577	193	8	are	be	AUX
cana-1577	193	9	used	use	VERB
cana-1577	193	10	to	to	PART
cana-1577	193	11	look	look	VERB
cana-1577	193	12	at	at	ADP
cana-1577	193	13	and	and	CCONJ
cana-1577	193	14	make	make	VERB
cana-1577	193	15	sense	sense	NOUN
cana-1577	193	16	of	of	ADP
cana-1577	193	17	the	the	DET
cana-1577	193	18	huge	huge	ADJ
cana-1577	193	19	amounts	amount	NOUN
cana-1577	193	20	of	of	ADP
cana-1577	193	21	data	datum	NOUN
cana-1577	193	22	that	that	PRON
cana-1577	193	23	come	come	VERB
cana-1577	193	24	from	from	ADP
cana-1577	193	25	digging	dig	VERB
cana-1577	193	26	.	.	PUNCT
cana-1577	194	1	operators	operator	NOUN
cana-1577	194	2	can	can	AUX
cana-1577	194	3	improve	improve	VERB
cana-1577	194	4	digging	dig	VERB
cana-1577	194	5	processes	process	NOUN
cana-1577	194	6	,	,	PUNCT
cana-1577	194	7	make	make	VERB
cana-1577	194	8	them	they	PRON
cana-1577	194	9	more	more	ADV
cana-1577	194	10	efficient	efficient	ADJ
cana-1577	194	11	,	,	PUNCT
cana-1577	194	12	and	and	CCONJ
cana-1577	194	13	cut	cut	VERB
cana-1577	194	14	costs	cost	NOUN
cana-1577	194	15	by	by	ADP
cana-1577	194	16	using	use	VERB
cana-1577	194	17	the	the	DET
cana-1577	194	18	trends	trend	NOUN
cana-1577	194	19	and	and	CCONJ
cana-1577	194	20	ideas	idea	NOUN
cana-1577	194	21	they	they	PRON
cana-1577	194	22	can	can	AUX
cana-1577	194	23	get	get	VERB
cana-1577	194	24	from	from	ADP
cana-1577	194	25	this	this	DET
cana-1577	194	26	data	datum	NOUN
cana-1577	194	27	.	.	PUNCT
cana-1577	195	1	neural	neural	ADJ
cana-1577	195	2	networks	network	NOUN
cana-1577	195	3	,	,	PUNCT
cana-1577	195	4	regression	regression	NOUN
cana-1577	195	5	models	model	NOUN
cana-1577	195	6	,	,	PUNCT
cana-1577	195	7	and	and	CCONJ
cana-1577	195	8	decision	decision	NOUN
cana-1577	195	9	trees	tree	NOUN
cana-1577	195	10	are	be	AUX
cana-1577	195	11	some	some	PRON
cana-1577	195	12	of	of	ADP
cana-1577	195	13	the	the	DET
cana-1577	195	14	most	most	ADV
cana-1577	195	15	important	important	ADJ
cana-1577	195	16	machine	machine	NOUN
cana-1577	195	17	learning	learning	NOUN
cana-1577	195	18	methods	method	NOUN
cana-1577	195	19	used	use	VERB
cana-1577	195	20	in	in	ADP
cana-1577	195	21	this	this	DET
cana-1577	195	22	field	field	NOUN
cana-1577	195	23	.	.	PUNCT
cana-1577	196	1	each	each	PRON
cana-1577	196	2	has	have	VERB
cana-1577	196	3	its	its	PRON
cana-1577	196	4	own	own	ADJ
cana-1577	196	5	benefits	benefit	NOUN
cana-1577	196	6	and	and	CCONJ
cana-1577	196	7	uses	use	VERB
cana-1577	196	8	in	in	ADP
cana-1577	196	9	modeling	model	VERB
cana-1577	196	10	complex	complex	ADJ
cana-1577	196	11	drilling	drilling	NOUN
cana-1577	196	12	processes	process	NOUN
cana-1577	196	13	.	.	PUNCT
cana-1577	197	1	1	1	X
cana-1577	197	2	.	.	X
cana-1577	197	3	describes	describe	VERB
cana-1577	197	4	the	the	DET
cana-1577	197	5	machine	machine	NOUN
cana-1577	197	6	learning	learn	VERB
cana-1577	197	7	algorithms	algorithm	NOUN
cana-1577	197	8	that	that	PRON
cana-1577	197	9	are	be	AUX
cana-1577	197	10	used	use	VERB
cana-1577	197	11	in	in	ADP
cana-1577	197	12	drilling	drilling	NOUN
cana-1577	197	13	machine	machine	NOUN
cana-1577	197	14	learning	learning	NOUN
cana-1577	197	15	strategies	strategy	NOUN
cana-1577	197	16	are	be	AUX
cana-1577	197	17	presently	presently	ADV
cana-1577	197	18	an	an	DET
cana-1577	197	19	imperative	imperative	ADJ
cana-1577	197	20	portion	portion	NOUN
cana-1577	197	21	of	of	ADP
cana-1577	197	22	cutting	cut	VERB
cana-1577	197	23	edge	edge	NOUN
cana-1577	197	24	drills	drill	NOUN
cana-1577	197	25	since	since	SCONJ
cana-1577	197	26	they	they	PRON
cana-1577	197	27	can	can	AUX
cana-1577	197	28	handle	handle	VERB
cana-1577	197	29	enormous	enormous	ADJ
cana-1577	197	30	datasets	dataset	NOUN
cana-1577	197	31	and	and	CCONJ
cana-1577	197	32	discover	discover	VERB
cana-1577	197	33	complex	complex	ADJ
cana-1577	197	34	associations	association	NOUN
cana-1577	197	35	between	between	ADP
cana-1577	197	36	components	component	NOUN
cana-1577	197	37	.	.	PUNCT
cana-1577	198	1	neural	neural	ADJ
cana-1577	198	2	systems	system	NOUN
cana-1577	198	3	are	be	AUX
cana-1577	198	4	one	one	NUM
cana-1577	198	5	of	of	ADP
cana-1577	198	6	the	the	DET
cana-1577	198	7	foremost	foremost	ADJ
cana-1577	198	8	prevalent	prevalent	ADJ
cana-1577	198	9	ways	way	NOUN
cana-1577	198	10	to	to	PART
cana-1577	198	11	utilize	utilize	VERB
cana-1577	198	12	machine	machine	NOUN
cana-1577	198	13	learning	learning	NOUN
cana-1577	198	14	.	.	PUNCT
cana-1577	199	1	they	they	PRON
cana-1577	199	2	are	be	AUX
cana-1577	199	3	made	make	VERB
cana-1577	199	4	to	to	PART
cana-1577	199	5	work	work	VERB
cana-1577	199	6	and	and	CCONJ
cana-1577	199	7	see	see	VERB
cana-1577	199	8	just	just	ADV
cana-1577	199	9	like	like	ADP
cana-1577	199	10	the	the	DET
cana-1577	199	11	human	human	ADJ
cana-1577	199	12	brain	brain	NOUN
cana-1577	199	13	.	.	PUNCT
cana-1577	200	1	they	they	PRON
cana-1577	200	2	are	be	AUX
cana-1577	200	3	made	make	VERB
cana-1577	200	4	up	up	ADP
cana-1577	200	5	of	of	ADP
cana-1577	200	6	layers	layer	NOUN
cana-1577	200	7	of	of	ADP
cana-1577	200	8	hubs	hub	NOUN
cana-1577	200	9	,	,	PUNCT
cana-1577	200	10	or	or	CCONJ
cana-1577	200	11	neurons	neuron	NOUN
cana-1577	200	12	,	,	PUNCT
cana-1577	200	13	that	that	PRON
cana-1577	200	14	are	be	AUX
cana-1577	200	15	connected	connect	VERB
cana-1577	200	16	to	to	ADP
cana-1577	200	17	each	each	DET
cana-1577	200	18	other	other	ADJ
cana-1577	200	19	and	and	CCONJ
cana-1577	200	20	prepare	prepare	VERB
cana-1577	200	21	and	and	CCONJ
cana-1577	200	22	alter	alter	VERB
cana-1577	200	23	crude	crude	ADJ
cana-1577	200	24	information	information	NOUN
cana-1577	200	25	into	into	ADP
cana-1577	200	26	yield	yield	NOUN
cana-1577	200	27	information	information	NOUN
cana-1577	200	28	.	.	PUNCT
cana-1577	201	1	in	in	ADP
cana-1577	201	2	penetrating	penetrate	VERB
cana-1577	201	3	,	,	PUNCT
cana-1577	201	4	neural	neural	ADJ
cana-1577	201	5	systems	system	NOUN
cana-1577	201	6	are	be	AUX
cana-1577	201	7	exceptionally	exceptionally	ADV
cana-1577	201	8	great	great	ADJ
cana-1577	201	9	at	at	ADP
cana-1577	201	10	figuring	figure	VERB
cana-1577	201	11	out	out	ADP
cana-1577	201	12	the	the	DET
cana-1577	201	13	complicated	complicated	ADJ
cana-1577	201	14	designs	design	NOUN
cana-1577	201	15	and	and	CCONJ
cana-1577	201	16	nonlinear	nonlinear	ADJ
cana-1577	201	17	connections	connection	NOUN
cana-1577	201	18	that	that	PRON
cana-1577	201	19	are	be	AUX
cana-1577	201	20	common	common	ADJ
cana-1577	201	21	within	within	ADP
cana-1577	201	22	the	the	DET
cana-1577	201	23	ground	ground	NOUN
cana-1577	201	24	and	and	CCONJ
cana-1577	201	25	the	the	DET
cana-1577	201	26	boring	boring	ADJ
cana-1577	201	27	parameters	parameter	NOUN
cana-1577	201	28	.	.	PUNCT
cana-1577	202	1	this	this	PRON
cana-1577	202	2	makes	make	VERB
cana-1577	202	3	them	they	PRON
cana-1577	202	4	culminate	culminate	VERB
cana-1577	202	5	for	for	ADP
cana-1577	202	6	speculating	speculate	VERB
cana-1577	202	7	things	thing	NOUN
cana-1577	202	8	just	just	ADV
cana-1577	202	9	like	like	ADP
cana-1577	202	10	the	the	DET
cana-1577	202	11	rate	rate	NOUN
cana-1577	202	12	of	of	ADP
cana-1577	202	13	entrance	entrance	NOUN
cana-1577	202	14	(	(	PUNCT
cana-1577	202	15	rop	rop	PROPN
cana-1577	202	16	)	)	PUNCT
cana-1577	202	17	,	,	PUNCT
cana-1577	202	18	bit	bit	NOUN
cana-1577	202	19	wear	wear	NOUN
cana-1577	202	20	,	,	PUNCT
cana-1577	202	21	and	and	CCONJ
cana-1577	202	22	arrangement	arrangement	NOUN
cana-1577	202	23	highlights	highlight	NOUN
cana-1577	202	24	,	,	PUNCT
cana-1577	202	25	which	which	PRON
cana-1577	202	26	makes	make	VERB
cana-1577	202	27	a	a	DET
cana-1577	202	28	difference	difference	NOUN
cana-1577	202	29	make	make	VERB
cana-1577	202	30	expectations	expectation	NOUN
cana-1577	202	31	and	and	CCONJ
cana-1577	202	32	choices	choice	NOUN
cana-1577	202	33	that	that	PRON
cana-1577	202	34	are	be	AUX
cana-1577	202	35	more	more	ADV
cana-1577	202	36	exact	exact	ADJ
cana-1577	202	37	.	.	PUNCT
cana-1577	203	1	in	in	ADP
cana-1577	203	2	data	data	NOUN
cana-1577	203	3	-	-	PUNCT
cana-1577	203	4	driven	drive	VERB
cana-1577	203	5	penetrating	penetrating	NOUN
cana-1577	203	6	investigation	investigation	NOUN
cana-1577	203	7	,	,	PUNCT
cana-1577	203	8	relapse	relapse	NOUN
cana-1577	203	9	models	model	NOUN
cana-1577	203	10	are	be	AUX
cana-1577	203	11	very	very	ADV
cana-1577	203	12	imperative	imperative	ADJ
cana-1577	203	13	.	.	PUNCT
cana-1577	204	1	there	there	PRON
cana-1577	204	2	are	be	VERB
cana-1577	204	3	both	both	ADV
cana-1577	204	4	straight	straight	ADJ
cana-1577	204	5	and	and	CCONJ
cana-1577	204	6	nonlinear	nonlinear	ADJ
cana-1577	204	7	sorts	sort	NOUN
cana-1577	204	8	of	of	ADP
cana-1577	204	9	relapse	relapse	NOUN
cana-1577	204	10	models	model	NOUN
cana-1577	204	11	.	.	PUNCT
cana-1577	205	1	with	with	ADP
cana-1577	205	2	direct	direct	ADJ
cana-1577	205	3	relapse	relapse	NOUN
cana-1577	205	4	models	model	NOUN
cana-1577	205	5	,	,	PUNCT
cana-1577	205	6	you	you	PRON
cana-1577	205	7	'll	will	AUX
cana-1577	205	8	be	be	AUX
cana-1577	205	9	able	able	ADJ
cana-1577	205	10	effectively	effectively	ADV
cana-1577	205	11	figure	figure	VERB
cana-1577	205	12	what	what	PRON
cana-1577	205	13	will	will	AUX
cana-1577	205	14	happen	happen	VERB
cana-1577	205	15	by	by	ADP
cana-1577	205	16	looking	look	VERB
cana-1577	205	17	at	at	ADP
cana-1577	205	18	past	past	ADJ
cana-1577	205	19	information	information	NOUN
cana-1577	205	20	and	and	CCONJ
cana-1577	205	21	figuring	figure	VERB
cana-1577	205	22	out	out	ADP
cana-1577	205	23	how	how	SCONJ
cana-1577	205	24	the	the	DET
cana-1577	205	25	free	free	ADJ
cana-1577	205	26	and	and	CCONJ
cana-1577	205	27	subordinate	subordinate	ADJ
cana-1577	205	28	components	component	NOUN
cana-1577	205	29	are	be	AUX
cana-1577	205	30	related	relate	VERB
cana-1577	205	31	.	.	PUNCT
cana-1577	206	1	on	on	ADP
cana-1577	206	2	the	the	DET
cana-1577	206	3	other	other	ADJ
cana-1577	206	4	hand	hand	NOUN
cana-1577	206	5	,	,	PUNCT
cana-1577	206	6	nonlinear	nonlinear	ADJ
cana-1577	206	7	relapse	relapse	NOUN
cana-1577	206	8	models	model	NOUN
cana-1577	206	9	can	can	AUX
cana-1577	206	10	appear	appear	VERB
cana-1577	206	11	how	how	SCONJ
cana-1577	206	12	factors	factor	NOUN
cana-1577	206	13	combine	combine	VERB
cana-1577	206	14	in	in	ADP
cana-1577	206	15	more	more	ADV
cana-1577	206	16	complicated	complicated	ADJ
cana-1577	206	17	ways	way	NOUN
cana-1577	206	18	,	,	PUNCT
cana-1577	206	19	which	which	PRON
cana-1577	206	20	gives	give	VERB
cana-1577	206	21	them	they	PRON
cana-1577	206	22	more	more	ADJ
cana-1577	206	23	adaptability	adaptability	NOUN
cana-1577	206	24	and	and	CCONJ
cana-1577	206	25	precision	precision	NOUN
cana-1577	206	26	in	in	ADP
cana-1577	206	27	their	their	PRON
cana-1577	206	28	gauges	gauge	NOUN
cana-1577	206	29	.	.	PUNCT
cana-1577	207	1	a	a	DET
cana-1577	207	2	part	part	NOUN
cana-1577	207	3	of	of	ADP
cana-1577	207	4	individuals	individual	NOUN
cana-1577	207	5	utilize	utilize	VERB
cana-1577	207	6	these	these	DET
cana-1577	207	7	models	model	NOUN
cana-1577	207	8	to	to	PART
cana-1577	207	9	figure	figure	VERB
cana-1577	207	10	constrain	constrain	VERB
cana-1577	207	11	,	,	PUNCT
cana-1577	207	12	drag	drag	VERB
cana-1577	207	13	,	,	PUNCT
cana-1577	207	14	and	and	CCONJ
cana-1577	207	15	other	other	ADJ
cana-1577	207	16	vital	vital	ADJ
cana-1577	207	17	components	component	NOUN
cana-1577	207	18	,	,	PUNCT
cana-1577	207	19	which	which	PRON
cana-1577	207	20	lets	let	VERB
cana-1577	207	21	specialists	specialist	NOUN
cana-1577	207	22	alter	alter	VERB
cana-1577	207	23	their	their	PRON
cana-1577	207	24	penetrating	penetrate	VERB
cana-1577	207	25	plans	plan	NOUN
cana-1577	207	26	ahead	ahead	ADV
cana-1577	207	27	of	of	ADP
cana-1577	207	28	time	time	NOUN
cana-1577	207	29	.	.	PUNCT
cana-1577	208	1	choice	choice	NOUN
cana-1577	208	2	trees	tree	NOUN
cana-1577	208	3	are	be	AUX
cana-1577	208	4	another	another	DET
cana-1577	208	5	adaptable	adaptable	ADJ
cana-1577	208	6	type	type	NOUN
cana-1577	208	7	of	of	ADP
cana-1577	208	8	machine	machine	NOUN
cana-1577	208	9	learning	learn	VERB
cana-1577	208	10	that	that	PRON
cana-1577	208	11	's	be	AUX
cana-1577	208	12	utilized	utilize	VERB
cana-1577	208	13	in	in	ADP
cana-1577	208	14	penetrating	penetrate	VERB
cana-1577	208	15	.	.	PUNCT
cana-1577	209	1	these	these	DET
cana-1577	209	2	models	model	NOUN
cana-1577	209	3	make	make	VERB
cana-1577	209	4	a	a	DET
cana-1577	209	5	structure	structure	NOUN
cana-1577	209	6	of	of	ADP
cana-1577	209	7	choices	choice	NOUN
cana-1577	209	8	that	that	PRON
cana-1577	209	9	looks	look	VERB
cana-1577	209	10	like	like	ADP
cana-1577	209	11	a	a	DET
cana-1577	209	12	tree	tree	NOUN
cana-1577	209	13	.	.	PUNCT
cana-1577	210	1	each	each	DET
cana-1577	210	2	node	node	NOUN
cana-1577	210	3	could	could	AUX
cana-1577	210	4	be	be	AUX
cana-1577	210	5	a	a	DET
cana-1577	210	6	choice	choice	NOUN
cana-1577	210	7	point	point	NOUN
cana-1577	210	8	based	base	VERB
cana-1577	210	9	on	on	ADP
cana-1577	210	10	a	a	DET
cana-1577	210	11	diverse	diverse	ADJ
cana-1577	210	12	variable	variable	NOUN
cana-1577	210	13	that	that	PRON
cana-1577	210	14	leads	lead	VERB
cana-1577	210	15	to	to	ADP
cana-1577	210	16	an	an	DET
cana-1577	210	17	anticipated	anticipate	VERB
cana-1577	210	18	result	result	NOUN
cana-1577	210	19	.	.	PUNCT
cana-1577	211	1	choice	choice	NOUN
cana-1577	211	2	trees	tree	NOUN
cana-1577	211	3	are	be	AUX
cana-1577	211	4	valuable	valuable	ADJ
cana-1577	211	5	since	since	SCONJ
cana-1577	211	6	they	they	PRON
cana-1577	211	7	are	be	AUX
cana-1577	211	8	simple	simple	ADJ
cana-1577	211	9	to	to	PART
cana-1577	211	10	get	get	VERB
cana-1577	211	11	it	it	PRON
cana-1577	211	12	and	and	CCONJ
cana-1577	211	13	utilize	utilize	VERB
cana-1577	211	14	.	.	PUNCT
cana-1577	212	1	this	this	PRON
cana-1577	212	2	makes	make	VERB
cana-1577	212	3	them	they	PRON
cana-1577	212	4	good	good	ADJ
cana-1577	212	5	for	for	ADP
cana-1577	212	6	assignments	assignment	NOUN
cana-1577	212	7	like	like	ADP
cana-1577	212	8	figuring	figure	VERB
cana-1577	212	9	out	out	ADP
cana-1577	212	10	what	what	DET
cana-1577	212	11	conditions	condition	NOUN
cana-1577	212	12	are	be	AUX
cana-1577	212	13	underneath	underneath	ADP
cana-1577	212	14	ground	ground	NOUN
cana-1577	212	15	and	and	CCONJ
cana-1577	212	16	assessing	assess	VERB
cana-1577	212	17	conceivable	conceivable	ADJ
cana-1577	212	18	risks	risk	NOUN
cana-1577	212	19	.	.	PUNCT
cana-1577	213	1	decision	decision	NOUN
cana-1577	213	2	trees	tree	NOUN
cana-1577	213	3	offer	offer	VERB
cana-1577	213	4	assistance	assistance	NOUN
cana-1577	213	5	labourers	labourer	NOUN
cana-1577	213	6	discover	discover	VERB
cana-1577	213	7	the	the	DET
cana-1577	213	8	finest	fine	ADJ
cana-1577	213	9	penetrating	penetrate	VERB
cana-1577	213	10	settings	setting	NOUN
cana-1577	213	11	and	and	CCONJ
cana-1577	213	12	diminish	diminish	VERB
cana-1577	213	13	dangers	danger	NOUN
cana-1577	213	14	by	by	ADP
cana-1577	213	15	giving	give	VERB
cana-1577	213	16	them	they	PRON
cana-1577	213	17	a	a	DET
cana-1577	213	18	clear	clear	ADJ
cana-1577	213	19	and	and	CCONJ
cana-1577	213	20	sensible	sensible	ADJ
cana-1577	213	21	way	way	NOUN
cana-1577	213	22	to	to	PART
cana-1577	213	23	create	create	VERB
cana-1577	213	24	choices	choice	NOUN
cana-1577	213	25	[	[	X
cana-1577	213	26	20	20	NUM
cana-1577	213	27	]	]	PUNCT
cana-1577	213	28	.	.	PUNCT
cana-1577	214	1	2	2	X
cana-1577	214	2	.	.	X
cana-1577	214	3	applications	application	NOUN
cana-1577	214	4	in	in	ADP
cana-1577	214	5	predicting	predict	VERB
cana-1577	214	6	drilling	drill	VERB
cana-1577	214	7	the	the	DET
cana-1577	214	8	utilize	utilize	NOUN
cana-1577	214	9	of	of	ADP
cana-1577	214	10	machine	machine	NOUN
cana-1577	214	11	learning	learn	VERB
cana-1577	214	12	strategies	strategy	NOUN
cana-1577	214	13	to	to	PART
cana-1577	214	14	figure	figure	VERB
cana-1577	214	15	imperative	imperative	ADJ
cana-1577	214	16	penetrating	penetrating	NOUN
cana-1577	214	17	components	component	NOUN
cana-1577	214	18	has	have	AUX
cana-1577	214	19	changed	change	VERB
cana-1577	214	20	the	the	DET
cana-1577	214	21	way	way	NOUN
cana-1577	214	22	specialists	specialist	NOUN
cana-1577	214	23	run	run	VERB
cana-1577	214	24	boring	boring	ADJ
cana-1577	214	25	operations	operation	NOUN
cana-1577	214	26	.	.	PUNCT
cana-1577	215	1	the	the	DET
cana-1577	215	2	rate	rate	NOUN
cana-1577	215	3	of	of	ADP
cana-1577	215	4	infiltration	infiltration	NOUN
cana-1577	215	5	(	(	PUNCT
cana-1577	215	6	rop	rop	PROPN
cana-1577	215	7	)	)	PUNCT
cana-1577	215	8	,	,	PUNCT
cana-1577	215	9	which	which	PRON
cana-1577	215	10	appears	appear	VERB
cana-1577	215	11	how	how	SCONJ
cana-1577	215	12	quick	quick	ADJ
cana-1577	215	13	communications	communication	NOUN
cana-1577	215	14	on	on	ADP
cana-1577	215	15	applied	apply	VERB
cana-1577	215	16	nonlinear	nonlinear	ADJ
cana-1577	215	17	analysis	analysis	NOUN
cana-1577	215	18	issn	issn	NOUN
cana-1577	215	19	:	:	PUNCT
cana-1577	215	20	1074	1074	NUM
cana-1577	215	21	-	-	PUNCT
cana-1577	215	22	133x	133x	NUM
cana-1577	215	23	vol	vol	NOUN
cana-1577	215	24	31	31	NUM
cana-1577	215	25	no	no	NOUN
cana-1577	215	26	.	.	PUNCT
cana-1577	216	1	8s	8s	PROPN
cana-1577	216	2	(	(	PUNCT
cana-1577	216	3	2024	2024	NUM
cana-1577	216	4	)	)	PUNCT
cana-1577	216	5	682	682	NUM
cana-1577	216	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	216	7	the	the	DET
cana-1577	216	8	penetrate	penetrate	NOUN
cana-1577	216	9	bit	bit	NOUN
cana-1577	216	10	moves	move	NOUN
cana-1577	216	11	through	through	ADP
cana-1577	216	12	the	the	DET
cana-1577	216	13	shake	shake	NOUN
cana-1577	216	14	,	,	PUNCT
cana-1577	216	15	is	be	AUX
cana-1577	216	16	one	one	NUM
cana-1577	216	17	of	of	ADP
cana-1577	216	18	the	the	DET
cana-1577	216	19	foremost	foremost	ADJ
cana-1577	216	20	important	important	ADJ
cana-1577	216	21	factors	factor	NOUN
cana-1577	216	22	in	in	ADP
cana-1577	216	23	drilling	drill	VERB
cana-1577	216	24	.	.	PUNCT
cana-1577	217	1	to	to	PART
cana-1577	217	2	induce	induce	VERB
cana-1577	217	3	the	the	DET
cana-1577	217	4	finest	fine	ADJ
cana-1577	217	5	boring	boring	NOUN
cana-1577	217	6	comes	come	VERB
cana-1577	217	7	about	about	ADV
cana-1577	217	8	and	and	CCONJ
cana-1577	217	9	the	the	DET
cana-1577	217	10	slightest	slight	ADJ
cana-1577	217	11	sum	sum	NOUN
cana-1577	217	12	of	of	ADP
cana-1577	217	13	downtime	downtime	NOUN
cana-1577	217	14	,	,	PUNCT
cana-1577	217	15	it	it	PRON
cana-1577	217	16	's	be	AUX
cana-1577	217	17	critical	critical	ADJ
cana-1577	217	18	to	to	PART
cana-1577	217	19	accurately	accurately	ADV
cana-1577	217	20	foresee	foresee	VERB
cana-1577	217	21	rop	rop	NOUN
cana-1577	217	22	.	.	PUNCT
cana-1577	218	1	since	since	SCONJ
cana-1577	218	2	neural	neural	ADJ
cana-1577	218	3	systems	system	NOUN
cana-1577	218	4	can	can	AUX
cana-1577	218	5	depict	depict	VERB
cana-1577	218	6	complex	complex	ADJ
cana-1577	218	7	connections	connection	NOUN
cana-1577	218	8	between	between	ADP
cana-1577	218	9	components	component	NOUN
cana-1577	218	10	,	,	PUNCT
cana-1577	218	11	they	they	PRON
cana-1577	218	12	are	be	AUX
cana-1577	218	13	frequently	frequently	ADV
cana-1577	218	14	utilized	utilize	VERB
cana-1577	218	15	to	to	PART
cana-1577	218	16	anticipate	anticipate	VERB
cana-1577	218	17	rop	rop	PROPN
cana-1577	218	18	based	base	VERB
cana-1577	218	19	on	on	ADP
cana-1577	218	20	bits	bit	NOUN
cana-1577	218	21	'	'	PART
cana-1577	218	22	weight	weight	NOUN
cana-1577	218	23	,	,	PUNCT
cana-1577	218	24	the	the	DET
cana-1577	218	25	speed	speed	NOUN
cana-1577	218	26	of	of	ADP
cana-1577	218	27	turn	turn	NOUN
cana-1577	218	28	,	,	PUNCT
cana-1577	218	29	and	and	CCONJ
cana-1577	218	30	the	the	DET
cana-1577	218	31	features	feature	NOUN
cana-1577	218	32	of	of	ADP
cana-1577	218	33	the	the	DET
cana-1577	218	34	arrangement	arrangement	NOUN
cana-1577	218	35	.	.	PUNCT
cana-1577	219	1	real	real	ADJ
cana-1577	219	2	-	-	PUNCT
cana-1577	219	3	time	time	NOUN
cana-1577	219	4	rop	rop	PROPN
cana-1577	219	5	expectations	expectation	NOUN
cana-1577	219	6	let	let	VERB
cana-1577	219	7	specialists	specialist	NOUN
cana-1577	219	8	alter	alter	VERB
cana-1577	219	9	the	the	DET
cana-1577	219	10	settings	setting	NOUN
cana-1577	219	11	of	of	ADP
cana-1577	219	12	the	the	DET
cana-1577	219	13	penetrate	penetrate	NOUN
cana-1577	219	14	to	to	PART
cana-1577	219	15	induce	induce	VERB
cana-1577	219	16	the	the	DET
cana-1577	219	17	foremost	foremost	NOUN
cana-1577	219	18	out	out	ADP
cana-1577	219	19	of	of	ADP
cana-1577	219	20	it	it	PRON
cana-1577	219	21	and	and	CCONJ
cana-1577	219	22	keep	keep	VERB
cana-1577	219	23	devices	device	NOUN
cana-1577	219	24	from	from	ADP
cana-1577	219	25	wearing	wear	VERB
cana-1577	219	26	out	out	ADP
cana-1577	219	27	.	.	PUNCT
cana-1577	220	1	two	two	NUM
cana-1577	220	2	other	other	ADJ
cana-1577	220	3	vital	vital	ADJ
cana-1577	220	4	components	component	NOUN
cana-1577	220	5	that	that	PRON
cana-1577	220	6	have	have	VERB
cana-1577	220	7	a	a	DET
cana-1577	220	8	huge	huge	ADJ
cana-1577	220	9	impact	impact	NOUN
cana-1577	220	10	on	on	ADP
cana-1577	220	11	penetrating	penetrate	VERB
cana-1577	220	12	ability	ability	NOUN
cana-1577	220	13	are	be	AUX
cana-1577	220	14	torque	torque	NOUN
cana-1577	220	15	and	and	CCONJ
cana-1577	220	16	drag	drag	VERB
cana-1577	220	17	.	.	PUNCT
cana-1577	221	1	drag	drag	NOUN
cana-1577	221	2	is	be	AUX
cana-1577	221	3	the	the	DET
cana-1577	221	4	weight	weight	NOUN
cana-1577	221	5	that	that	PRON
cana-1577	221	6	the	the	DET
cana-1577	221	7	penetrate	penetrate	ADJ
cana-1577	221	8	string	string	NOUN
cana-1577	221	9	faces	face	NOUN
cana-1577	221	10	because	because	SCONJ
cana-1577	221	11	it	it	PRON
cana-1577	221	12	goes	go	VERB
cana-1577	221	13	through	through	ADP
cana-1577	221	14	the	the	DET
cana-1577	221	15	wellbore	wellbore	NOUN
cana-1577	221	16	.	.	PUNCT
cana-1577	222	1	torque	torque	NOUN
cana-1577	222	2	is	be	AUX
cana-1577	222	3	the	the	DET
cana-1577	222	4	turning	turn	VERB
cana-1577	222	5	force	force	NOUN
cana-1577	222	6	that	that	PRON
cana-1577	222	7	's	be	AUX
cana-1577	222	8	required	require	VERB
cana-1577	222	9	to	to	PART
cana-1577	222	10	turn	turn	VERB
cana-1577	222	11	the	the	DET
cana-1577	222	12	penetrate	penetrate	ADJ
cana-1577	222	13	string	string	NOUN
cana-1577	222	14	.	.	PUNCT
cana-1577	223	1	for	for	ADP
cana-1577	223	2	adjusting	adjust	VERB
cana-1577	223	3	the	the	DET
cana-1577	223	4	weight	weight	NOUN
cana-1577	223	5	on	on	ADP
cana-1577	223	6	the	the	DET
cana-1577	223	7	bit	bit	NOUN
cana-1577	223	8	,	,	PUNCT
cana-1577	223	9	the	the	DET
cana-1577	223	10	turning	turning	NOUN
cana-1577	223	11	speed	speed	NOUN
cana-1577	223	12	,	,	PUNCT
cana-1577	223	13	and	and	CCONJ
cana-1577	223	14	the	the	DET
cana-1577	223	15	qualities	quality	NOUN
cana-1577	223	16	of	of	ADP
cana-1577	223	17	the	the	DET
cana-1577	223	18	penetrating	penetrate	VERB
cana-1577	223	19	liquid	liquid	NOUN
cana-1577	223	20	,	,	PUNCT
cana-1577	223	21	it	it	PRON
cana-1577	223	22	is	be	AUX
cana-1577	223	23	essential	essential	ADJ
cana-1577	223	24	to	to	PART
cana-1577	223	25	form	form	VERB
cana-1577	223	26	precise	precise	ADJ
cana-1577	223	27	gauges	gauge	NOUN
cana-1577	223	28	of	of	ADP
cana-1577	223	29	torque	torque	NOUN
cana-1577	223	30	and	and	CCONJ
cana-1577	223	31	drag	drag	VERB
cana-1577	223	32	.	.	PUNCT
cana-1577	224	1	this	this	PRON
cana-1577	224	2	makes	make	VERB
cana-1577	224	3	beyond	beyond	ADP
cana-1577	224	4	any	any	DET
cana-1577	224	5	doubt	doubt	NOUN
cana-1577	224	6	that	that	SCONJ
cana-1577	224	7	the	the	DET
cana-1577	224	8	penetrating	penetrate	VERB
cana-1577	224	9	operations	operation	NOUN
cana-1577	224	10	go	go	VERB
cana-1577	224	11	easily	easily	ADV
cana-1577	224	12	and	and	CCONJ
cana-1577	224	13	rapidly	rapidly	ADV
cana-1577	224	14	.	.	PUNCT
cana-1577	225	1	both	both	CCONJ
cana-1577	225	2	direct	direct	ADJ
cana-1577	225	3	and	and	CCONJ
cana-1577	225	4	nonlinear	nonlinear	ADJ
cana-1577	225	5	relapse	relapse	NOUN
cana-1577	225	6	models	model	NOUN
cana-1577	225	7	are	be	AUX
cana-1577	225	8	frequently	frequently	ADV
cana-1577	225	9	utilized	utilize	VERB
cana-1577	225	10	to	to	PART
cana-1577	225	11	figure	figure	VERB
cana-1577	225	12	torque	torque	NOUN
cana-1577	225	13	and	and	CCONJ
cana-1577	225	14	drag	drag	VERB
cana-1577	225	15	from	from	ADP
cana-1577	225	16	past	past	ADJ
cana-1577	225	17	information	information	NOUN
cana-1577	225	18	and	and	CCONJ
cana-1577	225	19	instrument	instrument	NOUN
cana-1577	225	20	inputs	input	NOUN
cana-1577	225	21	in	in	ADP
cana-1577	225	22	genuine	genuine	ADJ
cana-1577	225	23	time	time	NOUN
cana-1577	225	24	.	.	PUNCT
cana-1577	226	1	these	these	DET
cana-1577	226	2	expectations	expectation	NOUN
cana-1577	226	3	offer	offer	VERB
cana-1577	226	4	assistance	assistance	NOUN
cana-1577	226	5	specialists	specialist	NOUN
cana-1577	226	6	arrange	arrange	VERB
cana-1577	226	7	for	for	ADP
cana-1577	226	8	conceivable	conceivable	ADJ
cana-1577	226	9	issues	issue	NOUN
cana-1577	226	10	,	,	PUNCT
cana-1577	226	11	like	like	ADP
cana-1577	226	12	a	a	DET
cana-1577	226	13	pipe	pipe	NOUN
cana-1577	226	14	getting	getting	AUX
cana-1577	226	15	stuck	stick	VERB
cana-1577	226	16	or	or	CCONJ
cana-1577	226	17	as	as	ADV
cana-1577	226	18	well	well	ADV
cana-1577	226	19	much	much	ADJ
cana-1577	226	20	wear	wear	NOUN
cana-1577	226	21	,	,	PUNCT
cana-1577	226	22	and	and	CCONJ
cana-1577	226	23	make	make	VERB
cana-1577	226	24	the	the	DET
cana-1577	226	25	changes	change	NOUN
cana-1577	226	26	that	that	PRON
cana-1577	226	27	are	be	AUX
cana-1577	226	28	needed	need	VERB
cana-1577	226	29	to	to	PART
cana-1577	226	30	avoid	avoid	VERB
cana-1577	226	31	costly	costly	ADJ
cana-1577	226	32	downtime	downtime	NOUN
cana-1577	226	33	and	and	CCONJ
cana-1577	226	34	harm	harm	NOUN
cana-1577	226	35	to	to	AUX
cana-1577	226	36	gear	gear	NOUN
cana-1577	226	37	.	.	PUNCT
cana-1577	227	1	machine	machine	NOUN
cana-1577	227	2	learning	learn	VERB
cana-1577	227	3	methods	method	NOUN
cana-1577	227	4	are	be	AUX
cana-1577	227	5	being	be	AUX
cana-1577	227	6	utilized	utilize	VERB
cana-1577	227	7	increasingly	increasingly	ADV
cana-1577	227	8	to	to	PART
cana-1577	227	9	combine	combine	VERB
cana-1577	227	10	information	information	NOUN
cana-1577	227	11	from	from	ADP
cana-1577	227	12	diverse	diverse	ADJ
cana-1577	227	13	sources	source	NOUN
cana-1577	227	14	and	and	CCONJ
cana-1577	227	15	allow	allow	VERB
cana-1577	227	16	a	a	DET
cana-1577	227	17	full	full	ADJ
cana-1577	227	18	picture	picture	NOUN
cana-1577	227	19	of	of	ADP
cana-1577	227	20	boring	boring	ADJ
cana-1577	227	21	exercises	exercise	NOUN
cana-1577	227	22	,	,	PUNCT
cana-1577	227	23	in	in	ADP
cana-1577	227	24	expansion	expansion	NOUN
cana-1577	227	25	to	to	ADP
cana-1577	227	26	foreseeing	foresee	VERB
cana-1577	227	27	person	person	NOUN
cana-1577	227	28	variables	variable	NOUN
cana-1577	227	29	.	.	PUNCT
cana-1577	228	1	data	data	NOUN
cana-1577	228	2	-	-	PUNCT
cana-1577	228	3	driven	drive	VERB
cana-1577	228	4	models	model	NOUN
cana-1577	228	5	can	can	AUX
cana-1577	228	6	discover	discover	VERB
cana-1577	228	7	patterns	pattern	NOUN
cana-1577	228	8	and	and	CCONJ
cana-1577	228	9	associations	association	NOUN
cana-1577	228	10	that	that	PRON
cana-1577	228	11	offer	offer	VERB
cana-1577	228	12	assistance	assistance	NOUN
cana-1577	228	13	with	with	ADP
cana-1577	228	14	making	make	VERB
cana-1577	228	15	choices	choice	NOUN
cana-1577	228	16	and	and	CCONJ
cana-1577	228	17	coming	come	VERB
cana-1577	228	18	up	up	ADP
cana-1577	228	19	with	with	ADP
cana-1577	228	20	strategies	strategy	NOUN
cana-1577	228	21	by	by	ADP
cana-1577	228	22	looking	look	VERB
cana-1577	228	23	at	at	ADP
cana-1577	228	24	information	information	NOUN
cana-1577	228	25	from	from	ADP
cana-1577	228	26	cameras	camera	NOUN
cana-1577	228	27	,	,	PUNCT
cana-1577	228	28	logs	log	NOUN
cana-1577	228	29	,	,	PUNCT
cana-1577	228	30	and	and	CCONJ
cana-1577	228	31	geographic	geographic	ADJ
cana-1577	228	32	thinks	think	VERB
cana-1577	228	33	about	about	ADP
cana-1577	228	34	.	.	PUNCT
cana-1577	229	1	with	with	ADP
cana-1577	229	2	this	this	DET
cana-1577	229	3	all	all	ADV
cana-1577	229	4	-	-	PUNCT
cana-1577	229	5	around	around	ADP
cana-1577	229	6	strategy	strategy	NOUN
cana-1577	229	7	,	,	PUNCT
cana-1577	229	8	specialists	specialist	NOUN
cana-1577	229	9	can	can	AUX
cana-1577	229	10	way	way	VERB
cana-1577	229	11	better	well	ADV
cana-1577	229	12	move	move	VERB
cana-1577	229	13	forward	forward	ADV
cana-1577	229	14	the	the	DET
cana-1577	229	15	penetrating	penetrate	VERB
cana-1577	229	16	handle	handle	NOUN
cana-1577	229	17	,	,	PUNCT
cana-1577	229	18	which	which	PRON
cana-1577	229	19	raises	raise	VERB
cana-1577	229	20	add	add	VERB
cana-1577	229	21	up	up	ADP
cana-1577	229	22	to	to	ADP
cana-1577	229	23	execution	execution	NOUN
cana-1577	229	24	and	and	CCONJ
cana-1577	229	25	brings	bring	VERB
cana-1577	229	26	down	down	ADP
cana-1577	229	27	costs	cost	NOUN
cana-1577	229	28	.	.	PUNCT
cana-1577	230	1	3	3	X
cana-1577	230	2	.	.	X
cana-1577	230	3	case	case	NOUN
cana-1577	230	4	studies	study	NOUN
cana-1577	230	5	demonstrating	demonstrate	VERB
cana-1577	230	6	the	the	DET
cana-1577	230	7	effectiveness	effectiveness	NOUN
cana-1577	230	8	of	of	ADP
cana-1577	230	9	data	data	NOUN
cana-1577	230	10	-	-	PUNCT
cana-1577	230	11	driven	drive	VERB
cana-1577	230	12	models	model	NOUN
cana-1577	230	13	a	a	DET
cana-1577	230	14	few	few	ADJ
cana-1577	230	15	case	case	NOUN
cana-1577	230	16	ponders	ponder	NOUN
cana-1577	230	17	appear	appear	VERB
cana-1577	230	18	how	how	SCONJ
cana-1577	230	19	data	data	NOUN
cana-1577	230	20	-	-	PUNCT
cana-1577	230	21	driven	drive	VERB
cana-1577	230	22	models	model	NOUN
cana-1577	230	23	can	can	AUX
cana-1577	230	24	be	be	AUX
cana-1577	230	25	utilized	utilize	VERB
cana-1577	230	26	to	to	PART
cana-1577	230	27	progress	progress	VERB
cana-1577	230	28	execution	execution	NOUN
cana-1577	230	29	and	and	CCONJ
cana-1577	230	30	make	make	VERB
cana-1577	230	31	penetrating	penetrate	VERB
cana-1577	230	32	operations	operation	NOUN
cana-1577	230	33	more	more	ADV
cana-1577	230	34	proficient	proficient	ADJ
cana-1577	230	35	.	.	PUNCT
cana-1577	231	1	in	in	ADP
cana-1577	231	2	one	one	NUM
cana-1577	231	3	consider	consider	VERB
cana-1577	231	4	,	,	PUNCT
cana-1577	231	5	an	an	DET
cana-1577	231	6	oil	oil	NOUN
cana-1577	231	7	and	and	CCONJ
cana-1577	231	8	gas	gas	NOUN
cana-1577	231	9	commerce	commerce	NOUN
cana-1577	231	10	utilized	utilize	VERB
cana-1577	231	11	a	a	DET
cana-1577	231	12	neural	neural	ADJ
cana-1577	231	13	arrange	arrange	NOUN
cana-1577	231	14	demonstrate	demonstrate	NOUN
cana-1577	231	15	to	to	PART
cana-1577	231	16	figure	figure	VERB
cana-1577	231	17	the	the	DET
cana-1577	231	18	rate	rate	NOUN
cana-1577	231	19	of	of	ADP
cana-1577	231	20	entrance	entrance	NOUN
cana-1577	231	21	(	(	PUNCT
cana-1577	231	22	rop	rop	PROPN
cana-1577	231	23	)	)	PUNCT
cana-1577	231	24	by	by	ADP
cana-1577	231	25	looking	look	VERB
cana-1577	231	26	at	at	ADP
cana-1577	231	27	information	information	NOUN
cana-1577	231	28	from	from	ADP
cana-1577	231	29	past	past	ADJ
cana-1577	231	30	drills	drill	NOUN
cana-1577	231	31	and	and	CCONJ
cana-1577	231	32	instrument	instrument	NOUN
cana-1577	231	33	inputs	input	NOUN
cana-1577	231	34	in	in	ADP
cana-1577	231	35	genuine	genuine	ADJ
cana-1577	231	36	time	time	NOUN
cana-1577	231	37	.	.	PUNCT
cana-1577	232	1	the	the	DET
cana-1577	232	2	show	show	NOUN
cana-1577	232	3	was	be	AUX
cana-1577	232	4	exceptionally	exceptionally	ADV
cana-1577	232	5	precise	precise	ADJ
cana-1577	232	6	,	,	PUNCT
cana-1577	232	7	which	which	PRON
cana-1577	232	8	let	let	VERB
cana-1577	232	9	the	the	DET
cana-1577	232	10	company	company	NOUN
cana-1577	232	11	discover	discover	VERB
cana-1577	232	12	the	the	DET
cana-1577	232	13	leading	lead	VERB
cana-1577	232	14	penetrating	penetrate	VERB
cana-1577	232	15	settings	setting	NOUN
cana-1577	232	16	and	and	CCONJ
cana-1577	232	17	cut	cut	VERB
cana-1577	232	18	down	down	ADP
cana-1577	232	19	on	on	ADP
cana-1577	232	20	squandered	squandered	ADJ
cana-1577	232	21	time	time	NOUN
cana-1577	232	22	by	by	ADP
cana-1577	232	23	an	an	DET
cana-1577	232	24	expansive	expansive	ADJ
cana-1577	232	25	sum	sum	NOUN
cana-1577	232	26	.	.	PUNCT
cana-1577	233	1	by	by	ADP
cana-1577	233	2	utilizing	utilize	VERB
cana-1577	233	3	the	the	DET
cana-1577	233	4	neural	neural	ADJ
cana-1577	233	5	network	network	NOUN
cana-1577	233	6	's	's	PART
cana-1577	233	7	prediction	prediction	NOUN
cana-1577	233	8	capacities	capacity	NOUN
cana-1577	233	9	,	,	PUNCT
cana-1577	233	10	the	the	DET
cana-1577	233	11	company	company	NOUN
cana-1577	233	12	was	be	AUX
cana-1577	233	13	able	able	ADJ
cana-1577	233	14	to	to	PART
cana-1577	233	15	create	create	VERB
cana-1577	233	16	drills	drill	NOUN
cana-1577	233	17	much	much	ADV
cana-1577	233	18	more	more	ADV
cana-1577	233	19	effective	effective	ADJ
cana-1577	233	20	and	and	CCONJ
cana-1577	233	21	cut	cut	VERB
cana-1577	233	22	costs	cost	NOUN
cana-1577	233	23	by	by	ADP
cana-1577	233	24	a	a	DET
cana-1577	233	25	huge	huge	ADJ
cana-1577	233	26	sum	sum	NOUN
cana-1577	233	27	.	.	PUNCT
cana-1577	234	1	in	in	ADP
cana-1577	234	2	a	a	DET
cana-1577	234	3	distinctive	distinctive	ADJ
cana-1577	234	4	case	case	NOUN
cana-1577	234	5	,	,	PUNCT
cana-1577	234	6	choice	choice	NOUN
cana-1577	234	7	trees	tree	NOUN
cana-1577	234	8	were	be	AUX
cana-1577	234	9	utilized	utilize	VERB
cana-1577	234	10	to	to	PART
cana-1577	234	11	sort	sort	VERB
cana-1577	234	12	underground	underground	ADJ
cana-1577	234	13	conditions	condition	NOUN
cana-1577	234	14	into	into	ADP
cana-1577	234	15	bunches	bunche	NOUN
cana-1577	234	16	based	base	VERB
cana-1577	234	17	on	on	ADP
cana-1577	234	18	the	the	DET
cana-1577	234	19	factors	factor	NOUN
cana-1577	234	20	of	of	ADP
cana-1577	234	21	the	the	DET
cana-1577	234	22	burrowing	burrowing	NOUN
cana-1577	234	23	.	.	PUNCT
cana-1577	235	1	this	this	DET
cana-1577	235	2	strategy	strategy	NOUN
cana-1577	235	3	made	make	VERB
cana-1577	235	4	a	a	DET
cana-1577	235	5	difference	difference	NOUN
cana-1577	235	6	the	the	DET
cana-1577	235	7	trade	trade	NOUN
cana-1577	235	8	figure	figure	NOUN
cana-1577	235	9	out	out	ADP
cana-1577	235	10	the	the	DET
cana-1577	235	11	leading	lead	VERB
cana-1577	235	12	ways	way	NOUN
cana-1577	235	13	to	to	PART
cana-1577	235	14	penetrate	penetrate	VERB
cana-1577	235	15	and	and	CCONJ
cana-1577	235	16	lower	lower	VERB
cana-1577	235	17	the	the	DET
cana-1577	235	18	chances	chance	NOUN
cana-1577	235	19	of	of	ADP
cana-1577	235	20	apparatuses	apparatus	NOUN
cana-1577	235	21	breaking	break	VERB
cana-1577	235	22	down	down	ADP
cana-1577	235	23	or	or	CCONJ
cana-1577	235	24	channels	channel	NOUN
cana-1577	235	25	getting	getting	AUX
cana-1577	235	26	stuck	stick	VERB
cana-1577	235	27	.	.	PUNCT
cana-1577	236	1	the	the	DET
cana-1577	236	2	choice	choice	NOUN
cana-1577	236	3	tree	tree	NOUN
cana-1577	236	4	demonstrate	demonstrate	NOUN
cana-1577	236	5	gave	give	VERB
cana-1577	236	6	labourers	labourer	NOUN
cana-1577	236	7	clear	clear	ADJ
cana-1577	236	8	and	and	CCONJ
cana-1577	236	9	valuable	valuable	ADJ
cana-1577	236	10	data	datum	NOUN
cana-1577	236	11	that	that	PRON
cana-1577	236	12	made	make	VERB
cana-1577	236	13	a	a	DET
cana-1577	236	14	difference	difference	NOUN
cana-1577	236	15	them	they	PRON
cana-1577	236	16	make	make	VERB
cana-1577	236	17	keen	keen	ADJ
cana-1577	236	18	choices	choice	NOUN
cana-1577	236	19	and	and	CCONJ
cana-1577	236	20	move	move	VERB
cana-1577	236	21	forward	forward	ADV
cana-1577	236	22	working	work	VERB
cana-1577	236	23	execution	execution	NOUN
cana-1577	236	24	.	.	PUNCT
cana-1577	237	1	there	there	PRON
cana-1577	237	2	have	have	AUX
cana-1577	237	3	too	too	ADV
cana-1577	237	4	been	be	AUX
cana-1577	237	5	great	great	ADJ
cana-1577	237	6	employments	employment	NOUN
cana-1577	237	7	of	of	ADP
cana-1577	237	8	relapse	relapse	NOUN
cana-1577	237	9	models	model	NOUN
cana-1577	237	10	to	to	PART
cana-1577	237	11	anticipate	anticipate	VERB
cana-1577	237	12	torque	torque	NOUN
cana-1577	237	13	and	and	CCONJ
cana-1577	237	14	drag	drag	VERB
cana-1577	237	15	,	,	PUNCT
cana-1577	237	16	which	which	PRON
cana-1577	237	17	gives	give	VERB
cana-1577	237	18	administrators	administrator	NOUN
cana-1577	237	19	valuable	valuable	ADJ
cana-1577	237	20	data	datum	NOUN
cana-1577	237	21	for	for	ADP
cana-1577	237	22	making	make	VERB
cana-1577	237	23	savvy	savvy	ADJ
cana-1577	237	24	choices	choice	NOUN
cana-1577	237	25	ahead	ahead	ADV
cana-1577	237	26	of	of	ADP
cana-1577	237	27	time	time	NOUN
cana-1577	237	28	.	.	PUNCT
cana-1577	238	1	one	one	NUM
cana-1577	238	2	company	company	NOUN
cana-1577	238	3	utilized	utilize	VERB
cana-1577	238	4	direct	direct	ADJ
cana-1577	238	5	relapse	relapse	NOUN
cana-1577	238	6	models	model	NOUN
cana-1577	238	7	to	to	PART
cana-1577	238	8	anticipate	anticipate	VERB
cana-1577	238	9	torque	torque	NOUN
cana-1577	238	10	and	and	CCONJ
cana-1577	238	11	drag	drag	VERB
cana-1577	238	12	in	in	ADP
cana-1577	238	13	genuine	genuine	ADJ
cana-1577	238	14	time	time	NOUN
cana-1577	238	15	.	.	PUNCT
cana-1577	239	1	this	this	PRON
cana-1577	239	2	let	let	VERB
cana-1577	239	3	specialists	specialist	NOUN
cana-1577	239	4	alter	alter	VERB
cana-1577	239	5	how	how	SCONJ
cana-1577	239	6	they	they	PRON
cana-1577	239	7	bored	bore	VERB
cana-1577	239	8	to	to	PART
cana-1577	239	9	maintain	maintain	VERB
cana-1577	239	10	a	a	DET
cana-1577	239	11	strategic	strategic	ADJ
cana-1577	239	12	distance	distance	NOUN
cana-1577	239	13	from	from	ADP
cana-1577	239	14	costly	costly	ADJ
cana-1577	239	15	downtime	downtime	NOUN
cana-1577	239	16	and	and	CCONJ
cana-1577	239	17	harm	harm	NOUN
cana-1577	239	18	to	to	ADP
cana-1577	239	19	the	the	DET
cana-1577	239	20	gear	gear	NOUN
cana-1577	239	21	.	.	PUNCT
cana-1577	240	1	this	this	DET
cana-1577	240	2	preventive	preventive	ADJ
cana-1577	240	3	strategy	strategy	NOUN
cana-1577	240	4	driven	drive	VERB
cana-1577	240	5	to	to	ADP
cana-1577	240	6	way	way	NOUN
cana-1577	240	7	better	well	ADV
cana-1577	240	8	boring	bore	VERB
cana-1577	240	9	proficiency	proficiency	NOUN
cana-1577	240	10	and	and	CCONJ
cana-1577	240	11	lower	low	ADJ
cana-1577	240	12	costs	cost	NOUN
cana-1577	240	13	for	for	ADP
cana-1577	240	14	upkeep	upkeep	NOUN
cana-1577	240	15	[	[	X
cana-1577	240	16	24	24	NUM
cana-1577	240	17	]	]	PUNCT
cana-1577	240	18	.	.	PUNCT
cana-1577	241	1	the	the	DET
cana-1577	241	2	taking	taking	NOUN
cana-1577	241	3	after	after	ADP
cana-1577	241	4	case	case	NOUN
cana-1577	241	5	considers	consider	VERB
cana-1577	241	6	appear	appear	VERB
cana-1577	241	7	how	how	SCONJ
cana-1577	241	8	data	data	NOUN
cana-1577	241	9	-	-	PUNCT
cana-1577	241	10	driven	drive	VERB
cana-1577	241	11	models	model	NOUN
cana-1577	241	12	can	can	AUX
cana-1577	241	13	have	have	VERB
cana-1577	241	14	a	a	DET
cana-1577	241	15	enormous	enormous	ADJ
cana-1577	241	16	impact	impact	NOUN
cana-1577	241	17	on	on	ADP
cana-1577	241	18	boring	boring	ADJ
cana-1577	241	19	operations	operation	NOUN
cana-1577	241	20	.	.	PUNCT
cana-1577	242	1	these	these	DET
cana-1577	242	2	models	model	NOUN
cana-1577	242	3	offer	offer	VERB
cana-1577	242	4	assistance	assistance	NOUN
cana-1577	242	5	specialists	specialist	NOUN
cana-1577	242	6	make	make	VERB
cana-1577	242	7	strides	strides	ADJ
cana-1577	242	8	burrowing	burrow	VERB
cana-1577	242	9	forms	form	NOUN
cana-1577	242	10	,	,	PUNCT
cana-1577	242	11	lower	low	ADJ
cana-1577	242	12	dangers	danger	NOUN
cana-1577	242	13	,	,	PUNCT
cana-1577	242	14	and	and	CCONJ
cana-1577	242	15	save	save	VERB
cana-1577	242	16	money	money	NOUN
cana-1577	242	17	by	by	ADP
cana-1577	242	18	giving	give	VERB
cana-1577	242	19	them	they	PRON
cana-1577	242	20	adjust	adjust	VERB
cana-1577	242	21	expectations	expectation	NOUN
cana-1577	242	22	and	and	CCONJ
cana-1577	242	23	valuable	valuable	ADJ
cana-1577	242	24	data	datum	NOUN
cana-1577	242	25	that	that	PRON
cana-1577	242	26	they	they	PRON
cana-1577	242	27	can	can	AUX
cana-1577	242	28	utilize	utilize	VERB
cana-1577	242	29	.	.	PUNCT
cana-1577	243	1	as	as	SCONJ
cana-1577	243	2	the	the	DET
cana-1577	243	3	oil	oil	NOUN
cana-1577	243	4	and	and	CCONJ
cana-1577	243	5	gas	gas	NOUN
cana-1577	243	6	industry	industry	NOUN
cana-1577	243	7	communications	communication	NOUN
cana-1577	243	8	on	on	ADP
cana-1577	243	9	applied	apply	VERB
cana-1577	243	10	nonlinear	nonlinear	ADJ
cana-1577	243	11	analysis	analysis	NOUN
cana-1577	243	12	issn	issn	NOUN
cana-1577	243	13	:	:	PUNCT
cana-1577	243	14	1074	1074	NUM
cana-1577	243	15	-	-	PUNCT
cana-1577	243	16	133x	133x	NUM
cana-1577	243	17	vol	vol	NOUN
cana-1577	243	18	31	31	NUM
cana-1577	243	19	no	no	NOUN
cana-1577	243	20	.	.	PUNCT
cana-1577	244	1	8s	8s	PROPN
cana-1577	244	2	(	(	PUNCT
cana-1577	244	3	2024	2024	NUM
cana-1577	244	4	)	)	PUNCT
cana-1577	244	5	683	683	NUM
cana-1577	244	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	244	7	proceeds	proceed	VERB
cana-1577	244	8	to	to	PART
cana-1577	244	9	embrace	embrace	VERB
cana-1577	244	10	computerized	computerized	ADJ
cana-1577	244	11	change	change	NOUN
cana-1577	244	12	and	and	CCONJ
cana-1577	244	13	data	data	NOUN
cana-1577	244	14	-	-	PUNCT
cana-1577	244	15	driven	drive	VERB
cana-1577	244	16	strategies	strategy	NOUN
cana-1577	244	17	,	,	PUNCT
cana-1577	244	18	more	more	ADJ
cana-1577	244	19	machine	machine	NOUN
cana-1577	244	20	learning	learning	NOUN
cana-1577	244	21	strategies	strategy	NOUN
cana-1577	244	22	will	will	AUX
cana-1577	244	23	likely	likely	ADV
cana-1577	244	24	be	be	AUX
cana-1577	244	25	utilized	utilize	VERB
cana-1577	244	26	in	in	ADP
cana-1577	244	27	boring	boring	ADJ
cana-1577	244	28	operations	operation	NOUN
cana-1577	244	29	.	.	PUNCT
cana-1577	245	1	this	this	PRON
cana-1577	245	2	will	will	AUX
cana-1577	245	3	lead	lead	VERB
cana-1577	245	4	to	to	ADP
cana-1577	245	5	indeed	indeed	ADV
cana-1577	245	6	more	more	ADV
cana-1577	245	7	prominent	prominent	ADJ
cana-1577	245	8	changes	change	NOUN
cana-1577	245	9	in	in	ADP
cana-1577	245	10	security	security	NOUN
cana-1577	245	11	,	,	PUNCT
cana-1577	245	12	proficiency	proficiency	NOUN
cana-1577	245	13	,	,	PUNCT
cana-1577	245	14	and	and	CCONJ
cana-1577	245	15	the	the	DET
cana-1577	245	16	environment	environment	NOUN
cana-1577	245	17	.	.	PUNCT
cana-1577	246	1	b.	b.	PROPN
cana-1577	246	2	hybrid	hybrid	ADJ
cana-1577	246	3	modeling	modeling	NOUN
cana-1577	246	4	approaches	approach	NOUN
cana-1577	246	5	when	when	SCONJ
cana-1577	246	6	it	it	PRON
cana-1577	246	7	comes	come	VERB
cana-1577	246	8	to	to	ADP
cana-1577	246	9	progressing	progress	VERB
cana-1577	246	10	boring	boring	ADJ
cana-1577	246	11	operations	operation	NOUN
cana-1577	246	12	,	,	PUNCT
cana-1577	246	13	crossover	crossover	ADP
cana-1577	246	14	modeling	modeling	NOUN
cana-1577	246	15	methods	method	NOUN
cana-1577	246	16	have	have	AUX
cana-1577	246	17	gotten	get	VERB
cana-1577	246	18	to	to	PART
cana-1577	246	19	be	be	AUX
cana-1577	246	20	an	an	DET
cana-1577	246	21	effective	effective	ADJ
cana-1577	246	22	other	other	ADJ
cana-1577	246	23	way	way	NOUN
cana-1577	246	24	of	of	ADP
cana-1577	246	25	doing	do	VERB
cana-1577	246	26	things	thing	NOUN
cana-1577	246	27	within	within	ADP
cana-1577	246	28	the	the	DET
cana-1577	246	29	oil	oil	NOUN
cana-1577	246	30	and	and	CCONJ
cana-1577	246	31	gas	gas	NOUN
cana-1577	246	32	commerce	commerce	NOUN
cana-1577	246	33	.	.	PUNCT
cana-1577	247	1	these	these	DET
cana-1577	247	2	strategies	strategy	NOUN
cana-1577	247	3	take	take	VERB
cana-1577	247	4	the	the	DET
cana-1577	247	5	leading	lead	VERB
cana-1577	247	6	parts	part	NOUN
cana-1577	247	7	of	of	ADP
cana-1577	247	8	machine	machine	NOUN
cana-1577	247	9	learning	learning	NOUN
cana-1577	247	10	procedures	procedure	NOUN
cana-1577	247	11	and	and	CCONJ
cana-1577	247	12	physics	physics	NOUN
cana-1577	247	13	-	-	PUNCT
cana-1577	247	14	based	base	VERB
cana-1577	247	15	models	model	NOUN
cana-1577	247	16	and	and	CCONJ
cana-1577	247	17	put	put	VERB
cana-1577	247	18	them	they	PRON
cana-1577	247	19	together	together	ADV
cana-1577	247	20	to	to	PART
cana-1577	247	21	form	form	VERB
cana-1577	247	22	a	a	DET
cana-1577	247	23	total	total	ADJ
cana-1577	247	24	framework	framework	NOUN
cana-1577	247	25	for	for	ADP
cana-1577	247	26	modeling	model	VERB
cana-1577	247	27	complicated	complicated	ADJ
cana-1577	247	28	boring	boring	ADJ
cana-1577	247	29	flow	flow	NOUN
cana-1577	247	30	.	.	PUNCT
cana-1577	248	1	cross	cross	NOUN
cana-1577	248	2	breed	breed	PROPN
cana-1577	248	3	models	model	NOUN
cana-1577	248	4	allow	allow	VERB
cana-1577	248	5	a	a	DET
cana-1577	248	6	more	more	ADV
cana-1577	248	7	total	total	ADJ
cana-1577	248	8	and	and	CCONJ
cana-1577	248	9	exact	exact	ADJ
cana-1577	248	10	picture	picture	NOUN
cana-1577	248	11	of	of	ADP
cana-1577	248	12	how	how	SCONJ
cana-1577	248	13	boring	boring	ADJ
cana-1577	248	14	works	work	NOUN
cana-1577	248	15	by	by	ADP
cana-1577	248	16	combining	combine	VERB
cana-1577	248	17	real	real	ADJ
cana-1577	248	18	-	-	PUNCT
cana-1577	248	19	world	world	NOUN
cana-1577	248	20	information	information	NOUN
cana-1577	248	21	with	with	ADP
cana-1577	248	22	hypothetical	hypothetical	ADJ
cana-1577	248	23	thoughts	thought	NOUN
cana-1577	248	24	.	.	PUNCT
cana-1577	249	1	this	this	PRON
cana-1577	249	2	makes	make	VERB
cana-1577	249	3	a	a	DET
cana-1577	249	4	difference	difference	NOUN
cana-1577	249	5	labourers	labourer	NOUN
cana-1577	249	6	progress	progress	VERB
cana-1577	249	7	execution	execution	NOUN
cana-1577	249	8	,	,	PUNCT
cana-1577	249	9	lower	low	ADJ
cana-1577	249	10	dangers	danger	NOUN
cana-1577	249	11	,	,	PUNCT
cana-1577	249	12	and	and	CCONJ
cana-1577	249	13	work	work	VERB
cana-1577	249	14	more	more	ADV
cana-1577	249	15	proficiently	proficiently	ADV
cana-1577	249	16	.	.	PUNCT
cana-1577	250	1	1	1	X
cana-1577	250	2	.	.	X
cana-1577	250	3	combination	combination	NOUN
cana-1577	250	4	of	of	ADP
cana-1577	250	5	machine	machine	NOUN
cana-1577	250	6	learning	learn	VERB
cana-1577	250	7	with	with	ADP
cana-1577	250	8	physics	physics	NOUN
cana-1577	250	9	-	-	PUNCT
cana-1577	250	10	based	base	VERB
cana-1577	250	11	simulations	simulation	NOUN
cana-1577	250	12	putting	put	VERB
cana-1577	250	13	machine	machine	NOUN
cana-1577	250	14	learning	learning	NOUN
cana-1577	250	15	and	and	CCONJ
cana-1577	250	16	physics	physics	NOUN
cana-1577	250	17	-	-	PUNCT
cana-1577	250	18	based	base	VERB
cana-1577	250	19	reenactments	reenactment	NOUN
cana-1577	250	20	together	together	ADV
cana-1577	250	21	could	could	AUX
cana-1577	250	22	be	be	AUX
cana-1577	250	23	a	a	DET
cana-1577	250	24	enormous	enormous	ADJ
cana-1577	250	25	step	step	NOUN
cana-1577	250	26	forward	forward	ADV
cana-1577	250	27	in	in	ADP
cana-1577	250	28	how	how	SCONJ
cana-1577	250	29	penetrating	penetrating	NOUN
cana-1577	250	30	models	model	NOUN
cana-1577	250	31	are	be	AUX
cana-1577	250	32	made	make	VERB
cana-1577	250	33	.	.	PUNCT
cana-1577	251	1	machine	machine	NOUN
cana-1577	251	2	learning	learn	VERB
cana-1577	251	3	frameworks	framework	NOUN
cana-1577	251	4	are	be	AUX
cana-1577	251	5	exceptionally	exceptionally	ADV
cana-1577	251	6	great	great	ADJ
cana-1577	251	7	at	at	ADP
cana-1577	251	8	looking	look	VERB
cana-1577	251	9	at	at	ADP
cana-1577	251	10	huge	huge	ADJ
cana-1577	251	11	sets	set	NOUN
cana-1577	251	12	of	of	ADP
cana-1577	251	13	information	information	NOUN
cana-1577	251	14	and	and	CCONJ
cana-1577	251	15	finding	find	VERB
cana-1577	251	16	patterns	pattern	NOUN
cana-1577	251	17	that	that	PRON
cana-1577	251	18	might	might	AUX
cana-1577	251	19	not	not	PART
cana-1577	251	20	be	be	AUX
cana-1577	251	21	self	self	NOUN
cana-1577	251	22	-	-	PUNCT
cana-1577	251	23	evident	evident	ADJ
cana-1577	251	24	at	at	ADP
cana-1577	251	25	to	to	PART
cana-1577	251	26	begin	begin	VERB
cana-1577	251	27	with	with	ADP
cana-1577	251	28	look	look	VERB
cana-1577	251	29	utilizing	utilize	VERB
cana-1577	251	30	old	old	ADJ
cana-1577	251	31	-	-	PUNCT
cana-1577	251	32	fashioned	fashioned	ADJ
cana-1577	251	33	strategies	strategy	NOUN
cana-1577	251	34	.	.	PUNCT
cana-1577	252	1	since	since	SCONJ
cana-1577	252	2	they	they	PRON
cana-1577	252	3	can	can	AUX
cana-1577	252	4	show	show	VERB
cana-1577	252	5	complicated	complicated	ADJ
cana-1577	252	6	connections	connection	NOUN
cana-1577	252	7	between	between	ADP
cana-1577	252	8	factors	factor	NOUN
cana-1577	252	9	,	,	PUNCT
cana-1577	252	10	these	these	DET
cana-1577	252	11	calculations	calculation	NOUN
cana-1577	252	12	are	be	AUX
cana-1577	252	13	awesome	awesome	ADJ
cana-1577	252	14	for	for	ADP
cana-1577	252	15	speculating	speculate	VERB
cana-1577	252	16	penetrating	penetrate	VERB
cana-1577	252	17	parameters	parameter	NOUN
cana-1577	252	18	and	and	CCONJ
cana-1577	252	19	making	make	VERB
cana-1577	252	20	operations	operation	NOUN
cana-1577	252	21	run	run	VERB
cana-1577	252	22	more	more	ADV
cana-1577	252	23	easily	easily	ADV
cana-1577	252	24	.	.	PUNCT
cana-1577	253	1	but	but	CCONJ
cana-1577	253	2	machine	machine	NOUN
cana-1577	253	3	learning	learning	NOUN
cana-1577	253	4	models	model	NOUN
cana-1577	253	5	regularly	regularly	ADV
cana-1577	253	6	depend	depend	VERB
cana-1577	253	7	a	a	DET
cana-1577	253	8	part	part	NOUN
cana-1577	253	9	on	on	ADP
cana-1577	253	10	the	the	DET
cana-1577	253	11	sum	sum	NOUN
cana-1577	253	12	and	and	CCONJ
cana-1577	253	13	quality	quality	NOUN
cana-1577	253	14	of	of	ADP
cana-1577	253	15	information	information	NOUN
cana-1577	253	16	that	that	PRON
cana-1577	253	17	's	be	AUX
cana-1577	253	18	accessible	accessible	ADJ
cana-1577	253	19	.	.	PUNCT
cana-1577	254	1	this	this	PRON
cana-1577	254	2	could	could	AUX
cana-1577	254	3	make	make	VERB
cana-1577	254	4	them	they	PRON
cana-1577	254	5	less	less	ADV
cana-1577	254	6	exact	exact	ADJ
cana-1577	254	7	and	and	CCONJ
cana-1577	254	8	valuable	valuable	ADJ
cana-1577	254	9	in	in	ADP
cana-1577	254	10	a	a	DET
cana-1577	254	11	few	few	ADJ
cana-1577	254	12	circumstances	circumstance	NOUN
cana-1577	254	13	.	.	PUNCT
cana-1577	255	1	physics	physics	NOUN
cana-1577	255	2	-	-	PUNCT
cana-1577	255	3	based	base	VERB
cana-1577	255	4	models	model	NOUN
cana-1577	255	5	,	,	PUNCT
cana-1577	255	6	on	on	ADP
cana-1577	255	7	the	the	DET
cana-1577	255	8	other	other	ADJ
cana-1577	255	9	hand	hand	NOUN
cana-1577	255	10	,	,	PUNCT
cana-1577	255	11	are	be	AUX
cana-1577	255	12	based	base	VERB
cana-1577	255	13	on	on	ADP
cana-1577	255	14	essential	essential	ADJ
cana-1577	255	15	science	science	NOUN
cana-1577	255	16	thoughts	thought	NOUN
cana-1577	255	17	and	and	CCONJ
cana-1577	255	18	deliver	deliver	VERB
cana-1577	255	19	a	a	DET
cana-1577	255	20	exhaustive	exhaustive	ADJ
cana-1577	255	21	picture	picture	NOUN
cana-1577	255	22	of	of	ADP
cana-1577	255	23	how	how	SCONJ
cana-1577	255	24	the	the	DET
cana-1577	255	25	soil	soil	NOUN
cana-1577	255	26	moves	move	VERB
cana-1577	255	27	and	and	CCONJ
cana-1577	255	28	how	how	SCONJ
cana-1577	255	29	digging	digging	NOUN
cana-1577	255	30	works	work	VERB
cana-1577	255	31	.	.	PUNCT
cana-1577	256	1	these	these	DET
cana-1577	256	2	recreations	recreation	NOUN
cana-1577	256	3	are	be	AUX
cana-1577	256	4	based	base	VERB
cana-1577	256	5	on	on	ADP
cana-1577	256	6	numerical	numerical	ADJ
cana-1577	256	7	models	model	NOUN
cana-1577	256	8	that	that	PRON
cana-1577	256	9	appear	appear	VERB
cana-1577	256	10	how	how	SCONJ
cana-1577	256	11	penetrating	penetrate	VERB
cana-1577	256	12	frameworks	framework	NOUN
cana-1577	256	13	work	work	VERB
cana-1577	256	14	completely	completely	ADV
cana-1577	256	15	different	different	ADJ
cana-1577	256	16	circumstances	circumstance	NOUN
cana-1577	256	17	.	.	PUNCT
cana-1577	257	1	they	they	PRON
cana-1577	257	2	offer	offer	VERB
cana-1577	257	3	assistance	assistance	NOUN
cana-1577	257	4	us	we	PRON
cana-1577	257	5	get	get	VERB
cana-1577	257	6	it	it	PRON
cana-1577	257	7	imperative	imperative	ADJ
cana-1577	257	8	things	thing	NOUN
cana-1577	257	9	like	like	ADP
cana-1577	257	10	shake	shake	NOUN
cana-1577	257	11	mechanics	mechanic	NOUN
cana-1577	257	12	,	,	PUNCT
cana-1577	257	13	liquid	liquid	ADJ
cana-1577	257	14	stream	stream	NOUN
cana-1577	257	15	,	,	PUNCT
cana-1577	257	16	and	and	CCONJ
cana-1577	257	17	wellbore	wellbore	NOUN
cana-1577	257	18	steadiness	steadiness	NOUN
cana-1577	257	19	.	.	PUNCT
cana-1577	258	1	but	but	CCONJ
cana-1577	258	2	physics	physics	NOUN
cana-1577	258	3	-	-	PUNCT
cana-1577	258	4	based	base	VERB
cana-1577	258	5	models	model	NOUN
cana-1577	258	6	can	can	AUX
cana-1577	258	7	be	be	AUX
cana-1577	258	8	difficult	difficult	ADJ
cana-1577	258	9	to	to	PART
cana-1577	258	10	run	run	VERB
cana-1577	258	11	on	on	ADP
cana-1577	258	12	computers	computer	NOUN
cana-1577	258	13	and	and	CCONJ
cana-1577	258	14	may	may	AUX
cana-1577	258	15	require	require	VERB
cana-1577	258	16	presumptions	presumption	NOUN
cana-1577	258	17	that	that	PRON
cana-1577	258	18	are	be	AUX
cana-1577	258	19	distorted	distort	VERB
cana-1577	258	20	,	,	PUNCT
cana-1577	258	21	which	which	PRON
cana-1577	258	22	makes	make	VERB
cana-1577	258	23	them	they	PRON
cana-1577	258	24	less	less	ADV
cana-1577	258	25	exact	exact	ADJ
cana-1577	258	26	in	in	ADP
cana-1577	258	27	complicated	complicated	ADJ
cana-1577	258	28	real	real	ADJ
cana-1577	258	29	-	-	PUNCT
cana-1577	258	30	world	world	NOUN
cana-1577	258	31	circumstances	circumstance	NOUN
cana-1577	258	32	.	.	PUNCT
cana-1577	259	1	cross	cross	NOUN
cana-1577	259	2	breed	breed	NOUN
cana-1577	259	3	models	model	NOUN
cana-1577	259	4	take	take	VERB
cana-1577	259	5	the	the	DET
cana-1577	259	6	leading	lead	VERB
cana-1577	259	7	parts	part	NOUN
cana-1577	259	8	of	of	ADP
cana-1577	259	9	both	both	DET
cana-1577	259	10	strategies	strategy	NOUN
cana-1577	259	11	by	by	ADP
cana-1577	259	12	blending	blend	VERB
cana-1577	259	13	the	the	DET
cana-1577	259	14	data	data	NOUN
cana-1577	259	15	-	-	PUNCT
cana-1577	259	16	driven	drive	VERB
cana-1577	259	17	bits	bit	NOUN
cana-1577	259	18	of	of	ADP
cana-1577	259	19	knowledge	knowledge	NOUN
cana-1577	259	20	of	of	ADP
cana-1577	259	21	machine	machine	NOUN
cana-1577	259	22	learning	learn	VERB
cana-1577	259	23	calculations	calculation	NOUN
cana-1577	259	24	with	with	ADP
cana-1577	259	25	the	the	DET
cana-1577	259	26	hypothetical	hypothetical	ADJ
cana-1577	259	27	clarity	clarity	NOUN
cana-1577	259	28	of	of	ADP
cana-1577	259	29	recreations	recreation	NOUN
cana-1577	259	30	based	base	VERB
cana-1577	259	31	on	on	ADP
cana-1577	259	32	material	material	NOUN
cana-1577	259	33	science	science	NOUN
cana-1577	259	34	.	.	PUNCT
cana-1577	260	1	this	this	DET
cana-1577	260	2	mix	mix	NOUN
cana-1577	260	3	makes	make	VERB
cana-1577	260	4	it	it	PRON
cana-1577	260	5	conceivable	conceivable	ADJ
cana-1577	260	6	to	to	PART
cana-1577	260	7	create	create	VERB
cana-1577	260	8	models	model	NOUN
cana-1577	260	9	that	that	PRON
cana-1577	260	10	appear	appear	VERB
cana-1577	260	11	both	both	CCONJ
cana-1577	260	12	the	the	DET
cana-1577	260	13	behavior	behavior	NOUN
cana-1577	260	14	that	that	PRON
cana-1577	260	15	has	have	AUX
cana-1577	260	16	been	be	AUX
cana-1577	260	17	seen	see	VERB
cana-1577	260	18	and	and	CCONJ
cana-1577	260	19	the	the	DET
cana-1577	260	20	physical	physical	ADJ
cana-1577	260	21	rules	rule	NOUN
cana-1577	260	22	that	that	PRON
cana-1577	260	23	control	control	VERB
cana-1577	260	24	boring	boring	ADJ
cana-1577	260	25	forms	form	NOUN
cana-1577	260	26	.	.	PUNCT
cana-1577	261	1	half	half	ADJ
cana-1577	261	2	breed	breed	NOUN
cana-1577	261	3	models	model	NOUN
cana-1577	261	4	make	make	VERB
cana-1577	261	5	penetrating	penetrate	VERB
cana-1577	261	6	optimization	optimization	NOUN
cana-1577	261	7	more	more	ADV
cana-1577	261	8	precise	precise	ADJ
cana-1577	261	9	and	and	CCONJ
cana-1577	261	10	solid	solid	ADJ
cana-1577	261	11	by	by	ADP
cana-1577	261	12	combining	combine	VERB
cana-1577	261	13	these	these	DET
cana-1577	261	14	distinctive	distinctive	ADJ
cana-1577	261	15	but	but	CCONJ
cana-1577	261	16	valuable	valuable	ADJ
cana-1577	261	17	strategies	strategy	NOUN
cana-1577	261	18	.	.	PUNCT
cana-1577	262	1	2	2	X
cana-1577	262	2	.	.	X
cana-1577	262	3	advantages	advantage	NOUN
cana-1577	262	4	of	of	ADP
cana-1577	262	5	integrating	integrate	VERB
cana-1577	262	6	empirical	empirical	ADJ
cana-1577	262	7	data	datum	NOUN
cana-1577	262	8	with	with	ADP
cana-1577	262	9	theoretical	theoretical	ADJ
cana-1577	262	10	insights	insight	NOUN
cana-1577	262	11	putting	put	VERB
cana-1577	262	12	together	together	ADV
cana-1577	262	13	real	real	ADJ
cana-1577	262	14	-	-	PUNCT
cana-1577	262	15	world	world	NOUN
cana-1577	262	16	information	information	NOUN
cana-1577	262	17	with	with	ADP
cana-1577	262	18	hypothesis	hypothesis	NOUN
cana-1577	262	19	thoughts	thought	NOUN
cana-1577	262	20	can	can	AUX
cana-1577	262	21	offer	offer	VERB
cana-1577	262	22	assistance	assistance	NOUN
cana-1577	262	23	with	with	ADP
cana-1577	262	24	boring	boring	ADJ
cana-1577	262	25	optimization	optimization	NOUN
cana-1577	262	26	in	in	ADP
cana-1577	262	27	a	a	DET
cana-1577	262	28	number	number	NOUN
cana-1577	262	29	of	of	ADP
cana-1577	262	30	ways	way	NOUN
cana-1577	262	31	.	.	PUNCT
cana-1577	263	1	to	to	PART
cana-1577	263	2	begin	begin	VERB
cana-1577	263	3	with	with	ADP
cana-1577	263	4	,	,	PUNCT
cana-1577	263	5	it	it	PRON
cana-1577	263	6	makes	make	VERB
cana-1577	263	7	estimates	estimate	NOUN
cana-1577	263	8	more	more	ADV
cana-1577	263	9	precise	precise	ADJ
cana-1577	263	10	and	and	CCONJ
cana-1577	263	11	reliable	reliable	ADJ
cana-1577	263	12	by	by	ADP
cana-1577	263	13	blending	blend	VERB
cana-1577	263	14	the	the	DET
cana-1577	263	15	data	data	NOUN
cana-1577	263	16	-	-	PUNCT
cana-1577	263	17	driven	drive	VERB
cana-1577	263	18	insights	insight	NOUN
cana-1577	263	19	of	of	ADP
cana-1577	263	20	machine	machine	NOUN
cana-1577	263	21	learning	learn	VERB
cana-1577	263	22	with	with	ADP
cana-1577	263	23	the	the	DET
cana-1577	263	24	essential	essential	ADJ
cana-1577	263	25	understanding	understanding	NOUN
cana-1577	263	26	that	that	PRON
cana-1577	263	27	physicsbased	physicsbase	VERB
cana-1577	263	28	models	model	NOUN
cana-1577	263	29	deliver	deliver	VERB
cana-1577	263	30	.	.	PUNCT
cana-1577	264	1	this	this	DET
cana-1577	264	2	combination	combination	NOUN
cana-1577	264	3	makes	make	VERB
cana-1577	264	4	it	it	PRON
cana-1577	264	5	conceivable	conceivable	ADJ
cana-1577	264	6	to	to	PART
cana-1577	264	7	foresee	foresee	VERB
cana-1577	264	8	complex	complex	ADJ
cana-1577	264	9	boring	boring	ADJ
cana-1577	264	10	forms	form	NOUN
cana-1577	264	11	more	more	ADV
cana-1577	264	12	precisely	precisely	ADV
cana-1577	264	13	,	,	PUNCT
cana-1577	264	14	which	which	PRON
cana-1577	264	15	brings	bring	VERB
cana-1577	264	16	down	down	ADP
cana-1577	264	17	vulnerability	vulnerability	NOUN
cana-1577	264	18	and	and	CCONJ
cana-1577	264	19	makes	make	VERB
cana-1577	264	20	a	a	DET
cana-1577	264	21	difference	difference	NOUN
cana-1577	264	22	individuals	individual	NOUN
cana-1577	264	23	make	make	VERB
cana-1577	264	24	superior	superior	ADJ
cana-1577	264	25	choices	choice	NOUN
cana-1577	264	26	.	.	PUNCT
cana-1577	265	1	moment	moment	NOUN
cana-1577	265	2	,	,	PUNCT
cana-1577	265	3	machine	machine	NOUN
cana-1577	265	4	learning	learning	NOUN
cana-1577	265	5	calculations	calculation	NOUN
cana-1577	265	6	can	can	AUX
cana-1577	265	7	handle	handle	VERB
cana-1577	265	8	and	and	CCONJ
cana-1577	265	9	study	study	VERB
cana-1577	265	10	real	real	ADJ
cana-1577	265	11	-	-	PUNCT
cana-1577	265	12	time	time	NOUN
cana-1577	265	13	information	information	NOUN
cana-1577	265	14	streams	stream	NOUN
cana-1577	265	15	,	,	PUNCT
cana-1577	265	16	which	which	PRON
cana-1577	265	17	lets	let	VERB
cana-1577	265	18	blended	blend	VERB
cana-1577	265	19	models	model	NOUN
cana-1577	265	20	alter	alter	VERB
cana-1577	265	21	to	to	ADP
cana-1577	265	22	changing	change	VERB
cana-1577	265	23	conditions	condition	NOUN
cana-1577	265	24	in	in	ADP
cana-1577	265	25	genuine	genuine	ADJ
cana-1577	265	26	time	time	NOUN
cana-1577	265	27	.	.	PUNCT
cana-1577	266	1	this	this	PRON
cana-1577	266	2	include	include	VERB
cana-1577	266	3	lets	let	VERB
cana-1577	266	4	specialists	specialist	NOUN
cana-1577	266	5	communications	communication	NOUN
cana-1577	266	6	on	on	ADP
cana-1577	266	7	applied	apply	VERB
cana-1577	266	8	nonlinear	nonlinear	ADJ
cana-1577	266	9	analysis	analysis	NOUN
cana-1577	266	10	issn	issn	NOUN
cana-1577	266	11	:	:	PUNCT
cana-1577	266	12	1074	1074	NUM
cana-1577	266	13	-	-	PUNCT
cana-1577	266	14	133x	133x	NUM
cana-1577	266	15	vol	vol	NOUN
cana-1577	266	16	31	31	NUM
cana-1577	266	17	no	no	NOUN
cana-1577	266	18	.	.	PUNCT
cana-1577	267	1	8s	8s	PROPN
cana-1577	267	2	(	(	PUNCT
cana-1577	267	3	2024	2024	NUM
cana-1577	267	4	)	)	PUNCT
cana-1577	267	5	684	684	NUM
cana-1577	267	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	267	7	alter	alter	VERB
cana-1577	267	8	the	the	DET
cana-1577	267	9	settings	setting	NOUN
cana-1577	267	10	of	of	ADP
cana-1577	267	11	the	the	DET
cana-1577	267	12	boring	boring	ADJ
cana-1577	267	13	handle	handle	NOUN
cana-1577	267	14	on	on	ADP
cana-1577	267	15	the	the	DET
cana-1577	267	16	fly	fly	NOUN
cana-1577	267	17	,	,	PUNCT
cana-1577	267	18	which	which	PRON
cana-1577	267	19	progresses	progress	VERB
cana-1577	267	20	execution	execution	NOUN
cana-1577	267	21	and	and	CCONJ
cana-1577	267	22	cuts	cut	VERB
cana-1577	267	23	down	down	ADP
cana-1577	267	24	on	on	ADP
cana-1577	267	25	time	time	NOUN
cana-1577	267	26	went	go	VERB
cana-1577	267	27	through	through	ADP
cana-1577	267	28	doing	do	VERB
cana-1577	267	29	nothing	nothing	PRON
cana-1577	267	30	.	.	PUNCT
cana-1577	268	1	by	by	ADP
cana-1577	268	2	utilizing	utilize	VERB
cana-1577	268	3	physics	physics	NOUN
cana-1577	268	4	-	-	PUNCT
cana-1577	268	5	based	base	VERB
cana-1577	268	6	re	re	NOUN
cana-1577	268	7	-	-	NOUN
cana-1577	268	8	enactments	enactment	NOUN
cana-1577	268	9	,	,	PUNCT
cana-1577	268	10	half	half	ADJ
cana-1577	268	11	breed	breed	NOUN
cana-1577	268	12	models	model	NOUN
cana-1577	268	13	can	can	AUX
cana-1577	268	14	also	also	ADV
cana-1577	268	15	allow	allow	VERB
cana-1577	268	16	specialists	specialist	NOUN
cana-1577	268	17	valuable	valuable	ADJ
cana-1577	268	18	data	datum	NOUN
cana-1577	268	19	approximately	approximately	ADV
cana-1577	268	20	what	what	PRON
cana-1577	268	21	's	be	AUX
cana-1577	268	22	truly	truly	ADV
cana-1577	268	23	going	go	VERB
cana-1577	268	24	on	on	ADP
cana-1577	268	25	when	when	SCONJ
cana-1577	268	26	things	thing	NOUN
cana-1577	268	27	like	like	ADP
cana-1577	268	28	wellbore	wellbore	NOUN
cana-1577	268	29	flimsiness	flimsiness	NOUN
cana-1577	268	30	or	or	CCONJ
cana-1577	268	31	hardware	hardware	NOUN
cana-1577	268	32	disappointments	disappointment	NOUN
cana-1577	268	33	happen	happen	VERB
cana-1577	268	34	[	[	X
cana-1577	268	35	21	21	NUM
cana-1577	268	36	]	]	PUNCT
cana-1577	268	37	.	.	PUNCT
cana-1577	269	1	this	this	PRON
cana-1577	269	2	makes	make	VERB
cana-1577	269	3	a	a	DET
cana-1577	269	4	difference	difference	NOUN
cana-1577	269	5	them	they	PRON
cana-1577	269	6	come	come	VERB
cana-1577	269	7	up	up	ADP
cana-1577	269	8	with	with	ADP
cana-1577	269	9	way	way	NOUN
cana-1577	269	10	better	well	ADJ
cana-1577	269	11	ways	way	NOUN
cana-1577	269	12	to	to	PART
cana-1577	269	13	bargain	bargain	VERB
cana-1577	269	14	with	with	ADP
cana-1577	269	15	these	these	DET
cana-1577	269	16	issues	issue	NOUN
cana-1577	269	17	.	.	PUNCT
cana-1577	270	1	third	third	ADJ
cana-1577	270	2	,	,	PUNCT
cana-1577	270	3	blended	blend	VERB
cana-1577	270	4	models	model	NOUN
cana-1577	270	5	are	be	AUX
cana-1577	270	6	more	more	ADV
cana-1577	270	7	versatile	versatile	ADJ
cana-1577	270	8	and	and	CCONJ
cana-1577	270	9	adaptable	adaptable	ADJ
cana-1577	270	10	than	than	ADP
cana-1577	270	11	standard	standard	ADJ
cana-1577	270	12	strategies	strategy	NOUN
cana-1577	270	13	since	since	SCONJ
cana-1577	270	14	they	they	PRON
cana-1577	270	15	can	can	AUX
cana-1577	270	16	be	be	AUX
cana-1577	270	17	changed	change	VERB
cana-1577	270	18	to	to	PART
cana-1577	270	19	fit	fit	VERB
cana-1577	270	20	distinctive	distinctive	ADJ
cana-1577	270	21	cutting	cutting	NOUN
cana-1577	270	22	circumstances	circumstance	NOUN
cana-1577	270	23	and	and	CCONJ
cana-1577	270	24	working	working	NOUN
cana-1577	270	25	conditions	condition	NOUN
cana-1577	270	26	.	.	PUNCT
cana-1577	271	1	since	since	SCONJ
cana-1577	271	2	it	it	PRON
cana-1577	271	3	is	be	AUX
cana-1577	271	4	adaptable	adaptable	ADJ
cana-1577	271	5	,	,	PUNCT
cana-1577	271	6	it	it	PRON
cana-1577	271	7	is	be	AUX
cana-1577	271	8	conceivable	conceivable	ADJ
cana-1577	271	9	to	to	PART
cana-1577	271	10	come	come	VERB
cana-1577	271	11	up	up	ADP
cana-1577	271	12	with	with	ADP
cana-1577	271	13	custom	custom	NOUN
cana-1577	271	14	arrangements	arrangement	NOUN
cana-1577	271	15	that	that	PRON
cana-1577	271	16	work	work	VERB
cana-1577	271	17	for	for	ADP
cana-1577	271	18	each	each	DET
cana-1577	271	19	boring	boring	ADJ
cana-1577	271	20	project	project	NOUN
cana-1577	271	21	's	's	PART
cana-1577	271	22	particular	particular	ADJ
cana-1577	271	23	issues	issue	NOUN
cana-1577	271	24	.	.	PUNCT
cana-1577	272	1	this	this	PRON
cana-1577	272	2	makes	make	VERB
cana-1577	272	3	strides	stride	NOUN
cana-1577	272	4	add	add	VERB
cana-1577	272	5	up	up	ADP
cana-1577	272	6	to	to	ADP
cana-1577	272	7	execution	execution	NOUN
cana-1577	272	8	and	and	CCONJ
cana-1577	272	9	proficiency	proficiency	NOUN
cana-1577	272	10	.	.	PUNCT
cana-1577	273	1	3	3	X
cana-1577	273	2	.	.	X
cana-1577	273	3	hybrid	hybrid	NOUN
cana-1577	273	4	models	model	NOUN
cana-1577	273	5	used	use	VERB
cana-1577	273	6	in	in	ADP
cana-1577	273	7	drilling	drill	VERB
cana-1577	273	8	optimization	optimization	NOUN
cana-1577	273	9	a	a	DET
cana-1577	273	10	few	few	ADJ
cana-1577	273	11	cases	case	NOUN
cana-1577	273	12	of	of	ADP
cana-1577	273	13	blended	blend	VERB
cana-1577	273	14	models	model	NOUN
cana-1577	273	15	appear	appear	VERB
cana-1577	273	16	how	how	SCONJ
cana-1577	273	17	well	well	ADV
cana-1577	273	18	they	they	PRON
cana-1577	273	19	work	work	VERB
cana-1577	273	20	to	to	PART
cana-1577	273	21	make	make	VERB
cana-1577	273	22	strides	stride	NOUN
cana-1577	273	23	penetrating	penetrate	VERB
cana-1577	273	24	operations	operation	NOUN
cana-1577	273	25	.	.	PUNCT
cana-1577	274	1	one	one	NUM
cana-1577	274	2	critical	critical	ADJ
cana-1577	274	3	utilize	utilize	NOUN
cana-1577	274	4	is	be	AUX
cana-1577	274	5	to	to	PART
cana-1577	274	6	figure	figure	VERB
cana-1577	274	7	the	the	DET
cana-1577	274	8	rate	rate	NOUN
cana-1577	274	9	of	of	ADP
cana-1577	274	10	entrance	entrance	NOUN
cana-1577	274	11	(	(	PUNCT
cana-1577	274	12	rop	rop	PROPN
cana-1577	274	13	)	)	PUNCT
cana-1577	274	14	and	and	CCONJ
cana-1577	274	15	discover	discover	VERB
cana-1577	274	16	the	the	DET
cana-1577	274	17	leading	lead	VERB
cana-1577	274	18	penetrating	penetrate	VERB
cana-1577	274	19	settings	setting	NOUN
cana-1577	274	20	utilizing	utilize	VERB
cana-1577	274	21	blended	blended	ADJ
cana-1577	274	22	models	model	NOUN
cana-1577	274	23	.	.	PUNCT
cana-1577	275	1	in	in	ADP
cana-1577	275	2	this	this	DET
cana-1577	275	3	strategy	strategy	NOUN
cana-1577	275	4	,	,	PUNCT
cana-1577	275	5	machine	machine	NOUN
cana-1577	275	6	learning	learning	NOUN
cana-1577	275	7	calculations	calculation	NOUN
cana-1577	275	8	see	see	VERB
cana-1577	275	9	at	at	ADP
cana-1577	275	10	past	past	ADJ
cana-1577	275	11	boring	boring	ADJ
cana-1577	275	12	information	information	NOUN
cana-1577	275	13	to	to	PART
cana-1577	275	14	discover	discover	VERB
cana-1577	275	15	designs	design	NOUN
cana-1577	275	16	and	and	CCONJ
cana-1577	275	17	joins	join	NOUN
cana-1577	275	18	,	,	PUNCT
cana-1577	275	19	whereas	whereas	SCONJ
cana-1577	275	20	physics	physics	NOUN
cana-1577	275	21	-	-	PUNCT
cana-1577	275	22	based	base	VERB
cana-1577	275	23	recreations	recreation	NOUN
cana-1577	275	24	appear	appear	VERB
cana-1577	275	25	how	how	SCONJ
cana-1577	275	26	the	the	DET
cana-1577	275	27	penetrate	penetrate	NOUN
cana-1577	275	28	bit	bit	NOUN
cana-1577	275	29	and	and	CCONJ
cana-1577	275	30	the	the	DET
cana-1577	275	31	shake	shake	NOUN
cana-1577	275	32	move	move	NOUN
cana-1577	275	33	and	and	CCONJ
cana-1577	275	34	connected	connect	VERB
cana-1577	275	35	mechanically	mechanically	ADV
cana-1577	275	36	.	.	PUNCT
cana-1577	276	1	by	by	ADP
cana-1577	276	2	putting	put	VERB
cana-1577	276	3	these	these	DET
cana-1577	276	4	thoughts	thought	NOUN
cana-1577	276	5	together	together	ADV
cana-1577	276	6	,	,	PUNCT
cana-1577	276	7	specialists	specialist	NOUN
cana-1577	276	8	can	can	AUX
cana-1577	276	9	discover	discover	VERB
cana-1577	276	10	the	the	DET
cana-1577	276	11	leading	lead	VERB
cana-1577	276	12	balance	balance	NOUN
cana-1577	276	13	between	between	ADP
cana-1577	276	14	bit	bit	NOUN
cana-1577	276	15	weight	weight	NOUN
cana-1577	276	16	,	,	PUNCT
cana-1577	276	17	turning	turn	VERB
cana-1577	276	18	speed	speed	NOUN
cana-1577	276	19	,	,	PUNCT
cana-1577	276	20	and	and	CCONJ
cana-1577	276	21	the	the	DET
cana-1577	276	22	qualities	quality	NOUN
cana-1577	276	23	of	of	ADP
cana-1577	276	24	the	the	DET
cana-1577	276	25	boring	boring	ADJ
cana-1577	276	26	liquid	liquid	NOUN
cana-1577	276	27	to	to	PART
cana-1577	276	28	urge	urge	VERB
cana-1577	276	29	the	the	DET
cana-1577	276	30	most	most	ADV
cana-1577	276	31	excellent	excellent	ADJ
cana-1577	276	32	rop	rop	NOUN
cana-1577	276	33	and	and	CCONJ
cana-1577	276	34	the	the	DET
cana-1577	276	35	slightest	slight	ADJ
cana-1577	276	36	sum	sum	NOUN
cana-1577	276	37	of	of	ADP
cana-1577	276	38	hardware	hardware	NOUN
cana-1577	276	39	wear	wear	NOUN
cana-1577	276	40	.	.	PUNCT
cana-1577	277	1	one	one	NUM
cana-1577	277	2	more	more	ADJ
cana-1577	277	3	case	case	NOUN
cana-1577	277	4	is	be	AUX
cana-1577	277	5	utilizing	utilize	VERB
cana-1577	277	6	blended	blended	ADJ
cana-1577	277	7	models	model	NOUN
cana-1577	277	8	to	to	PART
cana-1577	277	9	progress	progress	VERB
cana-1577	277	10	the	the	DET
cana-1577	277	11	security	security	NOUN
cana-1577	277	12	of	of	ADP
cana-1577	277	13	the	the	DET
cana-1577	277	14	wellbore	wellbore	NOUN
cana-1577	277	15	and	and	CCONJ
cana-1577	277	16	get	get	VERB
cana-1577	277	17	the	the	DET
cana-1577	277	18	leading	lead	VERB
cana-1577	277	19	qualities	quality	NOUN
cana-1577	277	20	from	from	ADP
cana-1577	277	21	the	the	DET
cana-1577	277	22	boring	boring	ADJ
cana-1577	277	23	liquid	liquid	NOUN
cana-1577	277	24	.	.	PUNCT
cana-1577	278	1	machine	machine	NOUN
cana-1577	278	2	learning	learn	VERB
cana-1577	278	3	programs	program	NOUN
cana-1577	278	4	see	see	VERB
cana-1577	278	5	at	at	ADP
cana-1577	278	6	information	information	NOUN
cana-1577	278	7	around	around	ADP
cana-1577	278	8	the	the	DET
cana-1577	278	9	highlights	highlight	NOUN
cana-1577	278	10	of	of	ADP
cana-1577	278	11	the	the	DET
cana-1577	278	12	liquid	liquid	NOUN
cana-1577	278	13	,	,	PUNCT
cana-1577	278	14	the	the	DET
cana-1577	278	15	arrangement	arrangement	NOUN
cana-1577	278	16	,	,	PUNCT
cana-1577	278	17	and	and	CCONJ
cana-1577	278	18	the	the	DET
cana-1577	278	19	burrowing	burrow	VERB
cana-1577	278	20	conditions	condition	NOUN
cana-1577	278	21	.	.	PUNCT
cana-1577	279	1	at	at	ADP
cana-1577	279	2	the	the	DET
cana-1577	279	3	same	same	ADJ
cana-1577	279	4	time	time	NOUN
cana-1577	279	5	,	,	PUNCT
cana-1577	279	6	physics	physics	NOUN
cana-1577	279	7	-	-	PUNCT
cana-1577	279	8	based	base	VERB
cana-1577	279	9	recreations	recreation	NOUN
cana-1577	279	10	appear	appear	VERB
cana-1577	279	11	how	how	SCONJ
cana-1577	279	12	the	the	DET
cana-1577	279	13	liquid	liquid	NOUN
cana-1577	279	14	and	and	CCONJ
cana-1577	279	15	the	the	DET
cana-1577	279	16	arrangement	arrangement	NOUN
cana-1577	279	17	connected	connect	VERB
cana-1577	279	18	with	with	ADP
cana-1577	279	19	each	each	DET
cana-1577	279	20	other	other	ADJ
cana-1577	279	21	[	[	X
cana-1577	279	22	17	17	NUM
cana-1577	279	23	]	]	PUNCT
cana-1577	279	24	.	.	PUNCT
cana-1577	280	1	this	this	PRON
cana-1577	280	2	bound	bind	VERB
cana-1577	280	3	together	together	ADV
cana-1577	280	4	strategy	strategy	NOUN
cana-1577	280	5	makes	make	VERB
cana-1577	280	6	it	it	PRON
cana-1577	280	7	conceivable	conceivable	ADJ
cana-1577	280	8	to	to	PART
cana-1577	280	9	make	make	VERB
cana-1577	280	10	the	the	DET
cana-1577	280	11	most	most	ADV
cana-1577	280	12	excellent	excellent	ADJ
cana-1577	280	13	liquid	liquid	ADJ
cana-1577	280	14	blends	blend	NOUN
cana-1577	280	15	that	that	PRON
cana-1577	280	16	make	make	VERB
cana-1577	280	17	the	the	DET
cana-1577	280	18	wellbore	wellbore	NOUN
cana-1577	280	19	more	more	ADV
cana-1577	280	20	steady	steady	ADJ
cana-1577	280	21	and	and	CCONJ
cana-1577	280	22	lower	low	ADJ
cana-1577	280	23	the	the	DET
cana-1577	280	24	risk	risk	NOUN
cana-1577	280	25	of	of	ADP
cana-1577	280	26	problems	problem	NOUN
cana-1577	280	27	like	like	ADP
cana-1577	280	28	misplaced	misplaced	ADJ
cana-1577	280	29	circulation	circulation	NOUN
cana-1577	280	30	or	or	CCONJ
cana-1577	280	31	channels	channel	NOUN
cana-1577	280	32	getting	getting	AUX
cana-1577	280	33	stuck	stick	VERB
cana-1577	280	34	.	.	PUNCT
cana-1577	281	1	it	it	PRON
cana-1577	281	2	is	be	AUX
cana-1577	281	3	additionally	additionally	ADV
cana-1577	281	4	utilized	utilize	VERB
cana-1577	281	5	to	to	PART
cana-1577	281	6	make	make	VERB
cana-1577	281	7	and	and	CCONJ
cana-1577	281	8	move	move	VERB
cana-1577	281	9	forward	forward	ADV
cana-1577	281	10	cutting	cut	VERB
cana-1577	281	11	apparatuses	apparatus	NOUN
cana-1577	281	12	like	like	ADP
cana-1577	281	13	bore	bore	NOUN
cana-1577	281	14	bits	bit	NOUN
cana-1577	281	15	and	and	CCONJ
cana-1577	281	16	bore	bore	NOUN
cana-1577	281	17	strings	string	NOUN
cana-1577	281	18	using	use	VERB
cana-1577	281	19	crossover	crossover	NOUN
cana-1577	281	20	models	model	NOUN
cana-1577	281	21	.	.	PUNCT
cana-1577	282	1	combining	combine	VERB
cana-1577	282	2	machine	machine	NOUN
cana-1577	282	3	learning	learning	NOUN
cana-1577	282	4	strategies	strategy	NOUN
cana-1577	282	5	with	with	ADP
cana-1577	282	6	finite	finite	ADJ
cana-1577	282	7	component	component	NOUN
cana-1577	282	8	examination	examination	NOUN
cana-1577	282	9	(	(	PUNCT
cana-1577	282	10	fea	fea	NOUN
cana-1577	282	11	)	)	PUNCT
cana-1577	282	12	recreations	recreation	NOUN
cana-1577	282	13	lets	let	VERB
cana-1577	282	14	specialists	specialist	NOUN
cana-1577	282	15	test	test	VERB
cana-1577	282	16	how	how	SCONJ
cana-1577	282	17	well	well	ADV
cana-1577	282	18	diverse	diverse	ADJ
cana-1577	282	19	gear	gear	NOUN
cana-1577	282	20	plans	plan	NOUN
cana-1577	282	21	work	work	VERB
cana-1577	282	22	in	in	ADP
cana-1577	282	23	a	a	DET
cana-1577	282	24	extend	extend	NOUN
cana-1577	282	25	of	of	ADP
cana-1577	282	26	circumstances	circumstance	NOUN
cana-1577	282	27	,	,	PUNCT
cana-1577	282	28	finding	find	VERB
cana-1577	282	29	the	the	DET
cana-1577	282	30	leading	lead	VERB
cana-1577	282	31	setups	setup	NOUN
cana-1577	282	32	that	that	PRON
cana-1577	282	33	move	move	VERB
cana-1577	282	34	forward	forward	ADV
cana-1577	282	35	boring	boring	ADJ
cana-1577	282	36	effectiveness	effectiveness	NOUN
cana-1577	282	37	and	and	CCONJ
cana-1577	282	38	lower	low	ADJ
cana-1577	282	39	down	down	ADP
cana-1577	282	40	on	on	ADP
cana-1577	282	41	damage	damage	NOUN
cana-1577	282	42	.	.	PUNCT
cana-1577	283	1	c.	c.	PROPN
cana-1577	283	2	mechanistic	mechanistic	ADJ
cana-1577	283	3	models	model	NOUN
cana-1577	283	4	robotic	robotic	ADJ
cana-1577	283	5	models	model	NOUN
cana-1577	283	6	play	play	VERB
cana-1577	283	7	a	a	DET
cana-1577	283	8	significant	significant	ADJ
cana-1577	283	9	part	part	NOUN
cana-1577	283	10	within	within	ADP
cana-1577	283	11	the	the	DET
cana-1577	283	12	oil	oil	NOUN
cana-1577	283	13	and	and	CCONJ
cana-1577	283	14	gas	gas	NOUN
cana-1577	283	15	industry	industry	NOUN
cana-1577	283	16	,	,	PUNCT
cana-1577	283	17	advertising	advertise	VERB
cana-1577	283	18	a	a	DET
cana-1577	283	19	point	point	NOUN
cana-1577	283	20	by	by	ADP
cana-1577	283	21	point	point	NOUN
cana-1577	283	22	understanding	understanding	NOUN
cana-1577	283	23	of	of	ADP
cana-1577	283	24	subsurface	subsurface	NOUN
cana-1577	283	25	elements	element	NOUN
cana-1577	283	26	and	and	CCONJ
cana-1577	283	27	boring	boring	ADJ
cana-1577	283	28	mechanics	mechanic	NOUN
cana-1577	283	29	.	.	PUNCT
cana-1577	284	1	these	these	DET
cana-1577	284	2	models	model	NOUN
cana-1577	284	3	are	be	AUX
cana-1577	284	4	grounded	ground	VERB
cana-1577	284	5	within	within	ADP
cana-1577	284	6	the	the	DET
cana-1577	284	7	standards	standard	NOUN
cana-1577	284	8	of	of	ADP
cana-1577	284	9	physics	physics	NOUN
cana-1577	284	10	and	and	CCONJ
cana-1577	284	11	are	be	AUX
cana-1577	284	12	utilized	utilize	VERB
cana-1577	284	13	to	to	PART
cana-1577	284	14	mimic	mimic	VERB
cana-1577	284	15	the	the	DET
cana-1577	284	16	complex	complex	ADJ
cana-1577	284	17	intuitive	intuitive	ADJ
cana-1577	284	18	between	between	ADP
cana-1577	284	19	different	different	ADJ
cana-1577	284	20	components	component	NOUN
cana-1577	284	21	of	of	ADP
cana-1577	284	22	the	the	DET
cana-1577	284	23	boring	boring	ADJ
cana-1577	284	24	framework	framework	NOUN
cana-1577	284	25	,	,	PUNCT
cana-1577	284	26	such	such	ADJ
cana-1577	284	27	as	as	ADP
cana-1577	284	28	the	the	DET
cana-1577	284	29	bore	bore	NOUN
cana-1577	284	30	string	string	NOUN
cana-1577	284	31	,	,	PUNCT
cana-1577	284	32	bore	bore	NOUN
cana-1577	284	33	bit	bit	NOUN
cana-1577	284	34	,	,	PUNCT
cana-1577	284	35	and	and	CCONJ
cana-1577	284	36	penetrating	penetrate	VERB
cana-1577	284	37	liquids	liquid	NOUN
cana-1577	284	38	.	.	PUNCT
cana-1577	285	1	by	by	ADP
cana-1577	285	2	giving	give	VERB
cana-1577	285	3	bits	bit	NOUN
cana-1577	285	4	of	of	ADP
cana-1577	285	5	knowledge	knowledge	NOUN
cana-1577	285	6	into	into	ADP
cana-1577	285	7	the	the	DET
cana-1577	285	8	elemental	elemental	ADJ
cana-1577	285	9	forms	form	NOUN
cana-1577	285	10	overseeing	oversee	VERB
cana-1577	285	11	boring	boring	ADJ
cana-1577	285	12	operations	operation	NOUN
cana-1577	285	13	,	,	PUNCT
cana-1577	285	14	unthinking	unthinke	VERB
cana-1577	285	15	models	model	NOUN
cana-1577	285	16	empower	empower	VERB
cana-1577	285	17	administrators	administrator	NOUN
cana-1577	285	18	to	to	PART
cana-1577	285	19	optimize	optimize	VERB
cana-1577	285	20	execution	execution	NOUN
cana-1577	285	21	,	,	PUNCT
cana-1577	285	22	upgrade	upgrade	VERB
cana-1577	285	23	security	security	NOUN
cana-1577	285	24	,	,	PUNCT
cana-1577	285	25	and	and	CCONJ
cana-1577	285	26	diminish	diminish	VERB
cana-1577	285	27	costs	cost	NOUN
cana-1577	285	28	.	.	PUNCT
cana-1577	286	1	1	1	X
cana-1577	286	2	.	.	X
cana-1577	286	3	role	role	NOUN
cana-1577	286	4	of	of	ADP
cana-1577	286	5	physics	physics	NOUN
cana-1577	286	6	-	-	PUNCT
cana-1577	286	7	based	base	VERB
cana-1577	286	8	models	model	NOUN
cana-1577	286	9	in	in	ADP
cana-1577	286	10	understanding	understand	VERB
cana-1577	286	11	subsurface	subsurface	NOUN
cana-1577	286	12	dynamics	dynamic	NOUN
cana-1577	286	13	physics	physics	NOUN
cana-1577	286	14	-	-	PUNCT
cana-1577	286	15	based	base	VERB
cana-1577	286	16	models	model	NOUN
cana-1577	286	17	are	be	AUX
cana-1577	286	18	fundamental	fundamental	ADJ
cana-1577	286	19	for	for	ADP
cana-1577	286	20	understanding	understand	VERB
cana-1577	286	21	the	the	DET
cana-1577	286	22	complicated	complicated	ADJ
cana-1577	286	23	flow	flow	NOUN
cana-1577	286	24	of	of	ADP
cana-1577	286	25	subsurface	subsurface	NOUN
cana-1577	286	26	arrangements	arrangement	NOUN
cana-1577	286	27	and	and	CCONJ
cana-1577	286	28	penetrating	penetrate	VERB
cana-1577	286	29	operations	operation	NOUN
cana-1577	286	30	.	.	PUNCT
cana-1577	287	1	these	these	DET
cana-1577	287	2	models	model	NOUN
cana-1577	287	3	are	be	AUX
cana-1577	287	4	built	build	VERB
cana-1577	287	5	on	on	ADP
cana-1577	287	6	essential	essential	ADJ
cana-1577	287	7	logical	logical	ADJ
cana-1577	287	8	standards	standard	NOUN
cana-1577	287	9	,	,	PUNCT
cana-1577	287	10	such	such	ADJ
cana-1577	287	11	as	as	ADP
cana-1577	287	12	liquid	liquid	ADJ
cana-1577	287	13	flow	flow	NOUN
cana-1577	287	14	,	,	PUNCT
cana-1577	287	15	shake	shake	NOUN
cana-1577	287	16	mechanics	mechanic	NOUN
cana-1577	287	17	,	,	PUNCT
cana-1577	287	18	and	and	CCONJ
cana-1577	287	19	thermodynamics	thermodynamic	NOUN
cana-1577	287	20	,	,	PUNCT
cana-1577	287	21	to	to	PART
cana-1577	287	22	mimic	mimic	VERB
cana-1577	287	23	the	the	DET
cana-1577	287	24	behavior	behavior	NOUN
cana-1577	287	25	of	of	ADP
cana-1577	287	26	penetrating	penetrate	VERB
cana-1577	287	27	frameworks	framework	NOUN
cana-1577	287	28	beneath	beneath	ADP
cana-1577	287	29	different	different	ADJ
cana-1577	287	30	conditions	condition	NOUN
cana-1577	287	31	[	[	X
cana-1577	287	32	9	9	NUM
cana-1577	287	33	]	]	PUNCT
cana-1577	287	34	.	.	PUNCT
cana-1577	288	1	by	by	ADP
cana-1577	288	2	capturing	capture	VERB
cana-1577	288	3	the	the	DET
cana-1577	288	4	basic	basic	ADJ
cana-1577	288	5	physical	physical	ADJ
cana-1577	288	6	forms	form	NOUN
cana-1577	288	7	that	that	PRON
cana-1577	288	8	administer	administer	VERB
cana-1577	288	9	penetrating	penetrate	VERB
cana-1577	288	10	operations	operation	NOUN
cana-1577	288	11	,	,	PUNCT
cana-1577	288	12	unthinking	unthinking	ADJ
cana-1577	288	13	models	model	NOUN
cana-1577	288	14	give	give	VERB
cana-1577	288	15	profitable	profitable	ADJ
cana-1577	288	16	experiences	experience	NOUN
cana-1577	288	17	into	into	ADP
cana-1577	288	18	basic	basic	ADJ
cana-1577	288	19	variables	variable	NOUN
cana-1577	288	20	such	such	ADJ
cana-1577	288	21	as	as	ADP
cana-1577	288	22	communications	communication	NOUN
cana-1577	288	23	on	on	ADP
cana-1577	288	24	applied	apply	VERB
cana-1577	288	25	nonlinear	nonlinear	ADJ
cana-1577	288	26	analysis	analysis	NOUN
cana-1577	288	27	issn	issn	NOUN
cana-1577	288	28	:	:	PUNCT
cana-1577	288	29	1074	1074	NUM
cana-1577	288	30	-	-	PUNCT
cana-1577	288	31	133x	133x	NUM
cana-1577	288	32	vol	vol	NOUN
cana-1577	288	33	31	31	NUM
cana-1577	288	34	no	no	NOUN
cana-1577	288	35	.	.	PUNCT
cana-1577	289	1	8s	8s	PROPN
cana-1577	289	2	(	(	PUNCT
cana-1577	289	3	2024	2024	NUM
cana-1577	289	4	)	)	PUNCT
cana-1577	289	5	685	685	NUM
cana-1577	289	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	289	7	arrangement	arrangement	NOUN
cana-1577	289	8	properties	property	NOUN
cana-1577	289	9	,	,	PUNCT
cana-1577	289	10	wellbore	wellbore	NOUN
cana-1577	289	11	soundness	soundness	NOUN
cana-1577	289	12	,	,	PUNCT
cana-1577	289	13	and	and	CCONJ
cana-1577	289	14	liquid	liquid	ADJ
cana-1577	289	15	stream	stream	NOUN
cana-1577	289	16	.	.	PUNCT
cana-1577	290	1	within	within	ADP
cana-1577	290	2	the	the	DET
cana-1577	290	3	setting	setting	NOUN
cana-1577	290	4	of	of	ADP
cana-1577	290	5	subsurface	subsurface	NOUN
cana-1577	290	6	flow	flow	NOUN
cana-1577	290	7	,	,	PUNCT
cana-1577	290	8	robotic	robotic	ADJ
cana-1577	290	9	models	model	NOUN
cana-1577	290	10	offer	offer	VERB
cana-1577	290	11	assistance	assistance	NOUN
cana-1577	290	12	administrators	administrator	NOUN
cana-1577	290	13	foresee	foresee	VERB
cana-1577	290	14	how	how	SCONJ
cana-1577	290	15	distinctive	distinctive	ADJ
cana-1577	290	16	arrangements	arrangement	NOUN
cana-1577	290	17	will	will	AUX
cana-1577	290	18	react	react	VERB
cana-1577	290	19	to	to	ADP
cana-1577	290	20	boring	boring	ADJ
cana-1577	290	21	exercises	exercise	NOUN
cana-1577	290	22	,	,	PUNCT
cana-1577	290	23	permitting	permit	VERB
cana-1577	290	24	for	for	ADP
cana-1577	290	25	the	the	DET
cana-1577	290	26	plan	plan	NOUN
cana-1577	290	27	of	of	ADP
cana-1577	290	28	optimized	optimize	VERB
cana-1577	290	29	boring	boring	NOUN
cana-1577	290	30	techniques	technique	NOUN
cana-1577	290	31	.	.	PUNCT
cana-1577	291	1	for	for	ADP
cana-1577	291	2	case	case	NOUN
cana-1577	291	3	,	,	PUNCT
cana-1577	291	4	these	these	DET
cana-1577	291	5	models	model	NOUN
cana-1577	291	6	can	can	AUX
cana-1577	291	7	recreate	recreate	VERB
cana-1577	291	8	the	the	DET
cana-1577	291	9	mechanical	mechanical	ADJ
cana-1577	291	10	properties	property	NOUN
cana-1577	291	11	of	of	ADP
cana-1577	291	12	shake	shake	NOUN
cana-1577	291	13	arrangements	arrangement	NOUN
cana-1577	291	14	,	,	PUNCT
cana-1577	291	15	making	make	VERB
cana-1577	291	16	a	a	DET
cana-1577	291	17	difference	difference	NOUN
cana-1577	291	18	administrators	administrator	NOUN
cana-1577	291	19	select	select	VERB
cana-1577	291	20	the	the	DET
cana-1577	291	21	fitting	fitting	ADJ
cana-1577	291	22	bore	bore	NOUN
cana-1577	291	23	bit	bit	NOUN
cana-1577	291	24	and	and	CCONJ
cana-1577	291	25	boring	boring	ADJ
cana-1577	291	26	parameters	parameter	NOUN
cana-1577	291	27	to	to	PART
cana-1577	291	28	maximize	maximize	VERB
cana-1577	291	29	the	the	DET
cana-1577	291	30	rate	rate	NOUN
cana-1577	291	31	of	of	ADP
cana-1577	291	32	infiltration	infiltration	NOUN
cana-1577	291	33	(	(	PUNCT
cana-1577	291	34	rop	rop	PROPN
cana-1577	291	35	)	)	PUNCT
cana-1577	291	36	whereas	whereas	SCONJ
cana-1577	291	37	minimizing	minimize	VERB
cana-1577	291	38	wear	wear	NOUN
cana-1577	291	39	on	on	ADP
cana-1577	291	40	hardware	hardware	NOUN
cana-1577	291	41	.	.	PUNCT
cana-1577	292	1	also	also	ADV
cana-1577	292	2	,	,	PUNCT
cana-1577	292	3	unthinking	unthinking	ADJ
cana-1577	292	4	models	model	NOUN
cana-1577	292	5	are	be	AUX
cana-1577	292	6	utilized	utilize	VERB
cana-1577	292	7	to	to	PART
cana-1577	292	8	survey	survey	VERB
cana-1577	292	9	the	the	DET
cana-1577	292	10	steadiness	steadiness	NOUN
cana-1577	292	11	of	of	ADP
cana-1577	292	12	the	the	DET
cana-1577	292	13	wellbore	wellbore	NOUN
cana-1577	292	14	,	,	PUNCT
cana-1577	292	15	empowering	empower	VERB
cana-1577	292	16	administrators	administrator	NOUN
cana-1577	292	17	to	to	PART
cana-1577	292	18	execute	execute	VERB
cana-1577	292	19	techniques	technique	NOUN
cana-1577	292	20	to	to	PART
cana-1577	292	21	avoid	avoid	VERB
cana-1577	292	22	issues	issue	NOUN
cana-1577	292	23	such	such	ADJ
cana-1577	292	24	as	as	ADP
cana-1577	292	25	wellbore	wellbore	NOUN
cana-1577	292	26	collapse	collapse	NOUN
cana-1577	292	27	or	or	CCONJ
cana-1577	292	28	misplaced	misplaced	ADJ
cana-1577	292	29	circulation	circulation	NOUN
cana-1577	292	30	.	.	PUNCT
cana-1577	293	1	2	2	X
cana-1577	293	2	.	.	X
cana-1577	293	3	simulation	simulation	NOUN
cana-1577	293	4	techniques	technique	NOUN
cana-1577	293	5	for	for	ADP
cana-1577	293	6	evaluating	evaluate	VERB
cana-1577	293	7	drill	drill	NOUN
cana-1577	293	8	string	string	NOUN
cana-1577	293	9	,	,	PUNCT
cana-1577	293	10	bit	bit	NOUN
cana-1577	293	11	behavior	behavior	NOUN
cana-1577	293	12	,	,	PUNCT
cana-1577	293	13	and	and	CCONJ
cana-1577	293	14	fluid	fluid	ADJ
cana-1577	293	15	dynamics	dynamic	NOUN
cana-1577	293	16	robotic	robotic	ADJ
cana-1577	293	17	models	model	NOUN
cana-1577	293	18	utilize	utilize	VERB
cana-1577	293	19	a	a	DET
cana-1577	293	20	variety	variety	NOUN
cana-1577	293	21	of	of	ADP
cana-1577	293	22	re	re	NOUN
cana-1577	293	23	-	-	NOUN
cana-1577	293	24	enactment	enactment	NOUN
cana-1577	293	25	strategies	strategy	NOUN
cana-1577	293	26	to	to	PART
cana-1577	293	27	assess	assess	VERB
cana-1577	293	28	the	the	DET
cana-1577	293	29	behavior	behavior	NOUN
cana-1577	293	30	of	of	ADP
cana-1577	293	31	basic	basic	ADJ
cana-1577	293	32	components	component	NOUN
cana-1577	293	33	in	in	ADP
cana-1577	293	34	boring	boring	ADJ
cana-1577	293	35	operations	operation	NOUN
cana-1577	293	36	.	.	PUNCT
cana-1577	294	1	one	one	NUM
cana-1577	294	2	such	such	ADJ
cana-1577	294	3	strategy	strategy	NOUN
cana-1577	294	4	is	be	AUX
cana-1577	294	5	limited	limited	ADJ
cana-1577	294	6	component	component	NOUN
cana-1577	294	7	investigation	investigation	NOUN
cana-1577	294	8	(	(	PUNCT
cana-1577	294	9	fea	fea	PROPN
cana-1577	294	10	)	)	PUNCT
cana-1577	294	11	,	,	PUNCT
cana-1577	294	12	which	which	PRON
cana-1577	294	13	is	be	AUX
cana-1577	294	14	utilized	utilize	VERB
cana-1577	294	15	to	to	PART
cana-1577	294	16	mimic	mimic	VERB
cana-1577	294	17	the	the	DET
cana-1577	294	18	mechanical	mechanical	ADJ
cana-1577	294	19	behavior	behavior	NOUN
cana-1577	294	20	of	of	ADP
cana-1577	294	21	the	the	DET
cana-1577	294	22	penetrate	penetrate	ADJ
cana-1577	294	23	string	string	NOUN
cana-1577	294	24	and	and	CCONJ
cana-1577	294	25	penetrate	penetrate	VERB
cana-1577	294	26	bit	bit	NOUN
cana-1577	294	27	.	.	PUNCT
cana-1577	295	1	fea	fea	PROPN
cana-1577	295	2	separates	separate	VERB
cana-1577	295	3	the	the	DET
cana-1577	295	4	penetrate	penetrate	ADJ
cana-1577	295	5	string	string	NOUN
cana-1577	295	6	and	and	CCONJ
cana-1577	295	7	bit	bit	NOUN
cana-1577	295	8	into	into	ADP
cana-1577	295	9	a	a	DET
cana-1577	295	10	limited	limited	ADJ
cana-1577	295	11	number	number	NOUN
cana-1577	295	12	of	of	ADP
cana-1577	295	13	components	component	NOUN
cana-1577	295	14	,	,	PUNCT
cana-1577	295	15	permitting	permit	VERB
cana-1577	295	16	for	for	ADP
cana-1577	295	17	the	the	DET
cana-1577	295	18	examination	examination	NOUN
cana-1577	295	19	of	of	ADP
cana-1577	295	20	stretch	stretch	NOUN
cana-1577	295	21	,	,	PUNCT
cana-1577	295	22	strain	strain	NOUN
cana-1577	295	23	,	,	PUNCT
cana-1577	295	24	and	and	CCONJ
cana-1577	295	25	misshaping	misshape	VERB
cana-1577	295	26	beneath	beneath	ADP
cana-1577	295	27	distinctive	distinctive	ADJ
cana-1577	295	28	stacking	stacking	NOUN
cana-1577	295	29	conditions	condition	NOUN
cana-1577	295	30	.	.	PUNCT
cana-1577	296	1	this	this	DET
cana-1577	296	2	strategy	strategy	NOUN
cana-1577	296	3	makes	make	VERB
cana-1577	296	4	a	a	DET
cana-1577	296	5	difference	difference	NOUN
cana-1577	296	6	administrators	administrator	NOUN
cana-1577	296	7	evaluate	evaluate	VERB
cana-1577	296	8	the	the	DET
cana-1577	296	9	auxiliary	auxiliary	ADJ
cana-1577	296	10	judgment	judgment	NOUN
cana-1577	296	11	of	of	ADP
cana-1577	296	12	penetrating	penetrate	VERB
cana-1577	296	13	gear	gear	NOUN
cana-1577	296	14	and	and	CCONJ
cana-1577	296	15	optimize	optimize	VERB
cana-1577	296	16	its	its	PRON
cana-1577	296	17	plan	plan	NOUN
cana-1577	296	18	for	for	ADP
cana-1577	296	19	progressed	progress	VERB
cana-1577	296	20	execution	execution	NOUN
cana-1577	296	21	and	and	CCONJ
cana-1577	296	22	life	life	NOUN
cana-1577	296	23	span	span	NOUN
cana-1577	296	24	.	.	PUNCT
cana-1577	297	1	in	in	ADP
cana-1577	297	2	expansion	expansion	NOUN
cana-1577	297	3	to	to	ADP
cana-1577	297	4	assessing	assess	VERB
cana-1577	297	5	the	the	DET
cana-1577	297	6	bore	bore	NOUN
cana-1577	297	7	string	string	NOUN
cana-1577	297	8	and	and	CCONJ
cana-1577	297	9	bit	bit	NOUN
cana-1577	297	10	behavior	behavior	NOUN
cana-1577	297	11	,	,	PUNCT
cana-1577	297	12	unthinking	unthinke	VERB
cana-1577	297	13	models	model	NOUN
cana-1577	297	14	re	re	VERB
cana-1577	297	15	-	-	VERB
cana-1577	297	16	enact	enact	VERB
cana-1577	297	17	the	the	DET
cana-1577	297	18	flow	flow	NOUN
cana-1577	297	19	of	of	ADP
cana-1577	297	20	boring	boring	ADJ
cana-1577	297	21	liquids	liquid	NOUN
cana-1577	297	22	,	,	PUNCT
cana-1577	297	23	which	which	PRON
cana-1577	297	24	play	play	VERB
cana-1577	297	25	a	a	DET
cana-1577	297	26	vital	vital	ADJ
cana-1577	297	27	part	part	NOUN
cana-1577	297	28	in	in	ADP
cana-1577	297	29	keeping	keep	VERB
cana-1577	297	30	up	up	ADP
cana-1577	297	31	wellbore	wellbore	NOUN
cana-1577	297	32	soundness	soundness	NOUN
cana-1577	297	33	and	and	CCONJ
cana-1577	297	34	optimizing	optimize	VERB
cana-1577	297	35	boring	boring	ADJ
cana-1577	297	36	execution	execution	NOUN
cana-1577	297	37	[	[	X
cana-1577	297	38	15	15	NUM
cana-1577	297	39	]	]	PUNCT
cana-1577	297	40	.	.	PUNCT
cana-1577	298	1	computational	computational	ADJ
cana-1577	298	2	liquid	liquid	ADJ
cana-1577	298	3	flow	flow	NOUN
cana-1577	298	4	(	(	PUNCT
cana-1577	298	5	cfd	cfd	NOUN
cana-1577	298	6	)	)	PUNCT
cana-1577	298	7	could	could	AUX
cana-1577	298	8	be	be	AUX
cana-1577	298	9	a	a	DET
cana-1577	298	10	broadly	broadly	ADV
cana-1577	298	11	utilized	utilize	VERB
cana-1577	298	12	recreation	recreation	NOUN
cana-1577	298	13	strategy	strategy	NOUN
cana-1577	298	14	for	for	ADP
cana-1577	298	15	modeling	model	VERB
cana-1577	298	16	liquid	liquid	ADJ
cana-1577	298	17	stream	stream	NOUN
cana-1577	298	18	in	in	ADP
cana-1577	298	19	penetrating	penetrate	VERB
cana-1577	298	20	operations	operation	NOUN
cana-1577	298	21	.	.	PUNCT
cana-1577	299	1	cfd	cfd	NOUN
cana-1577	299	2	empowers	empower	VERB
cana-1577	299	3	administrators	administrator	NOUN
cana-1577	299	4	to	to	PART
cana-1577	299	5	analyze	analyze	VERB
cana-1577	299	6	the	the	DET
cana-1577	299	7	behavior	behavior	NOUN
cana-1577	299	8	of	of	ADP
cana-1577	299	9	penetrating	penetrate	VERB
cana-1577	299	10	liquids	liquid	NOUN
cana-1577	299	11	beneath	beneath	ADP
cana-1577	299	12	different	different	ADJ
cana-1577	299	13	conditions	condition	NOUN
cana-1577	299	14	,	,	PUNCT
cana-1577	299	15	such	such	ADJ
cana-1577	299	16	as	as	ADP
cana-1577	299	17	changes	change	NOUN
cana-1577	299	18	in	in	ADP
cana-1577	299	19	weight	weight	NOUN
cana-1577	299	20	,	,	PUNCT
cana-1577	299	21	temperature	temperature	NOUN
cana-1577	299	22	,	,	PUNCT
cana-1577	299	23	and	and	CCONJ
cana-1577	299	24	stream	stream	NOUN
cana-1577	299	25	rate	rate	NOUN
cana-1577	299	26	.	.	PUNCT
cana-1577	300	1	by	by	ADP
cana-1577	300	2	understanding	understand	VERB
cana-1577	300	3	liquid	liquid	ADJ
cana-1577	300	4	elements	element	NOUN
cana-1577	300	5	,	,	PUNCT
cana-1577	300	6	administrators	administrator	NOUN
cana-1577	300	7	can	can	AUX
cana-1577	300	8	optimize	optimize	VERB
cana-1577	300	9	boring	boring	ADJ
cana-1577	300	10	liquid	liquid	ADJ
cana-1577	300	11	properties	property	NOUN
cana-1577	300	12	,	,	PUNCT
cana-1577	300	13	such	such	ADJ
cana-1577	300	14	as	as	ADP
cana-1577	300	15	thickness	thickness	NOUN
cana-1577	300	16	and	and	CCONJ
cana-1577	300	17	thickness	thickness	NOUN
cana-1577	300	18	,	,	PUNCT
cana-1577	300	19	to	to	PART
cana-1577	300	20	improve	improve	VERB
cana-1577	300	21	cuttings	cutting	NOUN
cana-1577	300	22	transport	transport	NOUN
cana-1577	300	23	,	,	PUNCT
cana-1577	300	24	minimize	minimize	VERB
cana-1577	300	25	arrangement	arrangement	NOUN
cana-1577	300	26	harm	harm	NOUN
cana-1577	300	27	,	,	PUNCT
cana-1577	300	28	and	and	CCONJ
cana-1577	300	29	avoid	avoid	VERB
cana-1577	300	30	issues	issue	NOUN
cana-1577	300	31	like	like	ADP
cana-1577	300	32	misplaced	misplaced	ADJ
cana-1577	300	33	circulation	circulation	NOUN
cana-1577	300	34	.	.	PUNCT
cana-1577	301	1	unthinking	unthinking	ADJ
cana-1577	301	2	models	model	NOUN
cana-1577	301	3	moreover	moreover	ADV
cana-1577	301	4	re	re	NOUN
cana-1577	301	5	-	-	VERB
cana-1577	301	6	enact	enact	VERB
cana-1577	301	7	the	the	DET
cana-1577	301	8	intelligent	intelligent	ADJ
cana-1577	301	9	between	between	ADP
cana-1577	301	10	the	the	DET
cana-1577	301	11	penetrate	penetrate	ADJ
cana-1577	301	12	string	string	NOUN
cana-1577	301	13	,	,	PUNCT
cana-1577	301	14	bit	bit	NOUN
cana-1577	301	15	,	,	PUNCT
cana-1577	301	16	and	and	CCONJ
cana-1577	301	17	formation	formation	NOUN
cana-1577	301	18	,	,	PUNCT
cana-1577	301	19	giving	give	VERB
cana-1577	301	20	experiences	experience	NOUN
cana-1577	301	21	into	into	ADP
cana-1577	301	22	the	the	DET
cana-1577	301	23	strengths	strength	NOUN
cana-1577	301	24	and	and	CCONJ
cana-1577	301	25	torques	torque	NOUN
cana-1577	301	26	acting	act	VERB
cana-1577	301	27	on	on	ADP
cana-1577	301	28	the	the	DET
cana-1577	301	29	boring	boring	ADJ
cana-1577	301	30	framework	framework	NOUN
cana-1577	301	31	.	.	PUNCT
cana-1577	302	1	these	these	DET
cana-1577	302	2	reenactments	reenactment	NOUN
cana-1577	302	3	offer	offer	VERB
cana-1577	302	4	assistance	assistance	NOUN
cana-1577	302	5	administrators	administrator	NOUN
cana-1577	302	6	optimize	optimize	VERB
cana-1577	302	7	boring	boring	ADJ
cana-1577	302	8	parameters	parameter	NOUN
cana-1577	302	9	,	,	PUNCT
cana-1577	302	10	such	such	ADJ
cana-1577	302	11	as	as	ADP
cana-1577	302	12	weight	weight	NOUN
cana-1577	302	13	on	on	ADP
cana-1577	302	14	bit	bit	NOUN
cana-1577	302	15	and	and	CCONJ
cana-1577	302	16	rotational	rotational	ADJ
cana-1577	302	17	speed	speed	NOUN
cana-1577	302	18	,	,	PUNCT
cana-1577	302	19	to	to	PART
cana-1577	302	20	maximize	maximize	VERB
cana-1577	302	21	productivity	productivity	NOUN
cana-1577	302	22	and	and	CCONJ
cana-1577	302	23	diminish	diminish	VERB
cana-1577	302	24	wear	wear	NOUN
cana-1577	302	25	on	on	ADP
cana-1577	302	26	gear	gear	NOUN
cana-1577	302	27	.	.	PUNCT
cana-1577	303	1	3	3	X
cana-1577	303	2	.	.	X
cana-1577	303	3	advances	advance	NOUN
cana-1577	303	4	in	in	ADP
cana-1577	303	5	computational	computational	ADJ
cana-1577	303	6	power	power	NOUN
cana-1577	303	7	and	and	CCONJ
cana-1577	303	8	their	their	PRON
cana-1577	303	9	impact	impact	NOUN
cana-1577	303	10	on	on	ADP
cana-1577	303	11	mechanistic	mechanistic	ADJ
cana-1577	303	12	modeling	modeling	NOUN
cana-1577	303	13	later	later	ADV
cana-1577	303	14	progresses	progress	NOUN
cana-1577	303	15	in	in	ADP
cana-1577	303	16	computational	computational	ADJ
cana-1577	303	17	control	control	NOUN
cana-1577	303	18	have	have	AUX
cana-1577	303	19	essentially	essentially	ADV
cana-1577	303	20	affected	affect	VERB
cana-1577	303	21	the	the	DET
cana-1577	303	22	improvement	improvement	NOUN
cana-1577	303	23	and	and	CCONJ
cana-1577	303	24	application	application	NOUN
cana-1577	303	25	of	of	ADP
cana-1577	303	26	robotic	robotic	ADJ
cana-1577	303	27	models	model	NOUN
cana-1577	303	28	in	in	ADP
cana-1577	303	29	penetrating	penetrate	VERB
cana-1577	303	30	operations	operation	NOUN
cana-1577	303	31	.	.	PUNCT
cana-1577	304	1	expanded	expand	VERB
cana-1577	304	2	computational	computational	ADJ
cana-1577	304	3	capacity	capacity	NOUN
cana-1577	304	4	permits	permit	NOUN
cana-1577	304	5	for	for	ADP
cana-1577	304	6	the	the	DET
cana-1577	304	7	recreation	recreation	NOUN
cana-1577	304	8	of	of	ADP
cana-1577	304	9	more	more	ADJ
cana-1577	304	10	complex	complex	ADJ
cana-1577	304	11	frameworks	framework	NOUN
cana-1577	304	12	and	and	CCONJ
cana-1577	304	13	the	the	DET
cana-1577	304	14	examination	examination	NOUN
cana-1577	304	15	of	of	ADP
cana-1577	304	16	bigger	big	ADJ
cana-1577	304	17	datasets	dataset	NOUN
cana-1577	304	18	,	,	PUNCT
cana-1577	304	19	driving	drive	VERB
cana-1577	304	20	to	to	ADP
cana-1577	304	21	more	more	ADV
cana-1577	304	22	precise	precise	ADJ
cana-1577	304	23	and	and	CCONJ
cana-1577	304	24	nitty	nitty	ADJ
cana-1577	304	25	gritty	gritty	ADJ
cana-1577	304	26	models	model	NOUN
cana-1577	304	27	.	.	PUNCT
cana-1577	305	1	high	high	ADJ
cana-1577	305	2	-	-	PUNCT
cana-1577	305	3	performance	performance	NOUN
cana-1577	305	4	computing	computing	NOUN
cana-1577	305	5	(	(	PUNCT
cana-1577	305	6	hpc	hpc	NOUN
cana-1577	305	7	)	)	PUNCT
cana-1577	305	8	empowers	empower	VERB
cana-1577	305	9	administrators	administrator	NOUN
cana-1577	305	10	to	to	PART
cana-1577	305	11	perform	perform	VERB
cana-1577	305	12	recreations	recreation	NOUN
cana-1577	305	13	in	in	ADP
cana-1577	305	14	a	a	DET
cana-1577	305	15	division	division	NOUN
cana-1577	305	16	of	of	ADP
cana-1577	305	17	the	the	DET
cana-1577	305	18	time	time	NOUN
cana-1577	305	19	required	require	VERB
cana-1577	305	20	by	by	ADP
cana-1577	305	21	conventional	conventional	ADJ
cana-1577	305	22	strategies	strategy	NOUN
cana-1577	305	23	,	,	PUNCT
cana-1577	305	24	encouraging	encourage	VERB
cana-1577	305	25	realtime	realtime	NOUN
cana-1577	305	26	examination	examination	NOUN
cana-1577	305	27	and	and	CCONJ
cana-1577	305	28	decision	decision	NOUN
cana-1577	305	29	-	-	PUNCT
cana-1577	305	30	making	making	NOUN
cana-1577	305	31	[	[	X
cana-1577	305	32	19	19	NUM
cana-1577	305	33	]	]	PUNCT
cana-1577	305	34	.	.	PUNCT
cana-1577	306	1	the	the	DET
cana-1577	306	2	capacity	capacity	NOUN
cana-1577	306	3	to	to	PART
cana-1577	306	4	perform	perform	VERB
cana-1577	306	5	high	high	ADJ
cana-1577	306	6	-	-	PUNCT
cana-1577	306	7	fidelity	fidelity	NOUN
cana-1577	306	8	reenactments	reenactment	NOUN
cana-1577	306	9	has	have	AUX
cana-1577	306	10	extended	extend	VERB
cana-1577	306	11	the	the	DET
cana-1577	306	12	scope	scope	NOUN
cana-1577	306	13	of	of	ADP
cana-1577	306	14	unthinking	unthinke	VERB
cana-1577	306	15	modeling	modeling	NOUN
cana-1577	306	16	,	,	PUNCT
cana-1577	306	17	permitting	permit	VERB
cana-1577	306	18	for	for	ADP
cana-1577	306	19	the	the	DET
cana-1577	306	20	examination	examination	NOUN
cana-1577	306	21	of	of	ADP
cana-1577	306	22	more	more	ADV
cana-1577	306	23	perplexing	perplexing	ADJ
cana-1577	306	24	intuitive	intuitive	ADJ
cana-1577	306	25	between	between	ADP
cana-1577	306	26	penetrating	penetrate	VERB
cana-1577	306	27	components	component	NOUN
cana-1577	306	28	and	and	CCONJ
cana-1577	306	29	subsurface	subsurface	NOUN
cana-1577	306	30	arrangements	arrangement	NOUN
cana-1577	306	31	.	.	PUNCT
cana-1577	307	1	for	for	ADP
cana-1577	307	2	illustration	illustration	NOUN
cana-1577	307	3	,	,	PUNCT
cana-1577	307	4	progressed	progress	VERB
cana-1577	307	5	recreations	recreation	NOUN
cana-1577	307	6	can	can	AUX
cana-1577	307	7	demonstrate	demonstrate	VERB
cana-1577	307	8	the	the	DET
cana-1577	307	9	energetic	energetic	ADJ
cana-1577	307	10	behavior	behavior	NOUN
cana-1577	307	11	of	of	ADP
cana-1577	307	12	the	the	DET
cana-1577	307	13	penetrate	penetrate	ADJ
cana-1577	307	14	string	string	NOUN
cana-1577	307	15	and	and	CCONJ
cana-1577	307	16	bit	bit	NOUN
cana-1577	307	17	in	in	ADP
cana-1577	307	18	real	real	ADJ
cana-1577	307	19	-	-	PUNCT
cana-1577	307	20	time	time	NOUN
cana-1577	307	21	,	,	PUNCT
cana-1577	307	22	bookkeeping	bookkeepe	VERB
cana-1577	307	23	for	for	ADP
cana-1577	307	24	variables	variable	NOUN
cana-1577	307	25	such	such	ADJ
cana-1577	307	26	as	as	ADP
cana-1577	307	27	vibration	vibration	NOUN
cana-1577	307	28	,	,	PUNCT
cana-1577	307	29	spin	spin	NOUN
cana-1577	307	30	,	,	PUNCT
cana-1577	307	31	and	and	CCONJ
cana-1577	307	32	buckling	buckling	NOUN
cana-1577	307	33	.	.	PUNCT
cana-1577	308	1	these	these	DET
cana-1577	308	2	bits	bit	NOUN
cana-1577	308	3	of	of	ADP
cana-1577	308	4	knowledge	knowledge	NOUN
cana-1577	308	5	empower	empower	PROPN
cana-1577	308	6	administrators	administrator	NOUN
cana-1577	308	7	to	to	PART
cana-1577	308	8	distinguish	distinguish	VERB
cana-1577	308	9	and	and	CCONJ
cana-1577	308	10	moderate	moderate	ADJ
cana-1577	308	11	potential	potential	ADJ
cana-1577	308	12	issues	issue	NOUN
cana-1577	308	13	some	some	DET
cana-1577	308	14	time	time	NOUN
cana-1577	308	15	recently	recently	ADV
cana-1577	308	16	they	they	PRON
cana-1577	308	17	raise	raise	VERB
cana-1577	308	18	,	,	PUNCT
cana-1577	308	19	improving	improve	VERB
cana-1577	308	20	security	security	NOUN
cana-1577	308	21	and	and	CCONJ
cana-1577	308	22	productivity	productivity	NOUN
cana-1577	308	23	.	.	PUNCT
cana-1577	309	1	besides	besides	SCONJ
cana-1577	309	2	,	,	PUNCT
cana-1577	309	3	progresses	progress	NOUN
cana-1577	309	4	in	in	ADP
cana-1577	309	5	computational	computational	ADJ
cana-1577	309	6	control	control	NOUN
cana-1577	309	7	have	have	AUX
cana-1577	309	8	encouraged	encourage	VERB
cana-1577	309	9	the	the	DET
cana-1577	309	10	integration	integration	NOUN
cana-1577	309	11	of	of	ADP
cana-1577	309	12	robotic	robotic	ADJ
cana-1577	309	13	models	model	NOUN
cana-1577	309	14	with	with	ADP
cana-1577	309	15	other	other	ADJ
cana-1577	309	16	modeling	modeling	NOUN
cana-1577	309	17	approaches	approach	NOUN
cana-1577	309	18	,	,	PUNCT
cana-1577	309	19	such	such	ADJ
cana-1577	309	20	as	as	ADP
cana-1577	309	21	machine	machine	NOUN
cana-1577	309	22	learning	learning	NOUN
cana-1577	309	23	and	and	CCONJ
cana-1577	309	24	communications	communication	NOUN
cana-1577	309	25	on	on	ADP
cana-1577	309	26	applied	apply	VERB
cana-1577	309	27	nonlinear	nonlinear	ADJ
cana-1577	309	28	analysis	analysis	NOUN
cana-1577	309	29	issn	issn	NOUN
cana-1577	309	30	:	:	PUNCT
cana-1577	309	31	1074	1074	NUM
cana-1577	309	32	-	-	PUNCT
cana-1577	309	33	133x	133x	NUM
cana-1577	309	34	vol	vol	NOUN
cana-1577	309	35	31	31	NUM
cana-1577	309	36	no	no	NOUN
cana-1577	309	37	.	.	PUNCT
cana-1577	310	1	8s	8s	PROPN
cana-1577	310	2	(	(	PUNCT
cana-1577	310	3	2024	2024	NUM
cana-1577	310	4	)	)	PUNCT
cana-1577	310	5	686	686	NUM
cana-1577	310	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	310	7	crossover	crossover	NOUN
cana-1577	310	8	models	model	NOUN
cana-1577	310	9	.	.	PUNCT
cana-1577	311	1	this	this	DET
cana-1577	311	2	integration	integration	NOUN
cana-1577	311	3	permits	permit	VERB
cana-1577	311	4	for	for	ADP
cana-1577	311	5	the	the	DET
cana-1577	311	6	improvement	improvement	NOUN
cana-1577	311	7	of	of	ADP
cana-1577	311	8	comprehensive	comprehensive	ADJ
cana-1577	311	9	models	model	NOUN
cana-1577	311	10	that	that	PRON
cana-1577	311	11	capture	capture	VERB
cana-1577	311	12	both	both	CCONJ
cana-1577	311	13	the	the	DET
cana-1577	311	14	watched	watch	VERB
cana-1577	311	15	behavior	behavior	NOUN
cana-1577	311	16	and	and	CCONJ
cana-1577	311	17	the	the	DET
cana-1577	311	18	basic	basic	ADJ
cana-1577	311	19	physical	physical	ADJ
cana-1577	311	20	standards	standard	NOUN
cana-1577	311	21	overseeing	oversee	VERB
cana-1577	311	22	penetrating	penetrate	VERB
cana-1577	311	23	operations	operation	NOUN
cana-1577	311	24	.	.	PUNCT
cana-1577	312	1	by	by	ADP
cana-1577	312	2	leveraging	leverage	VERB
cana-1577	312	3	the	the	DET
cana-1577	312	4	qualities	quality	NOUN
cana-1577	312	5	of	of	ADP
cana-1577	312	6	different	different	ADJ
cana-1577	312	7	modeling	modeling	NOUN
cana-1577	312	8	methods	method	NOUN
cana-1577	312	9	,	,	PUNCT
cana-1577	312	10	administrators	administrator	NOUN
cana-1577	312	11	can	can	AUX
cana-1577	312	12	optimize	optimize	VERB
cana-1577	312	13	penetrating	penetrating	NOUN
cana-1577	312	14	procedures	procedure	NOUN
cana-1577	312	15	more	more	ADV
cana-1577	312	16	viably	viably	ADV
cana-1577	312	17	,	,	PUNCT
cana-1577	312	18	making	make	VERB
cana-1577	312	19	strides	stride	NOUN
cana-1577	312	20	execution	execution	NOUN
cana-1577	312	21	and	and	CCONJ
cana-1577	312	22	lessening	lessen	VERB
cana-1577	312	23	costs	cost	NOUN
cana-1577	312	24	.	.	PUNCT
cana-1577	313	1	v.	v.	ADP
cana-1577	313	2	implementation	implementation	NOUN
cana-1577	313	3	challenges	challenge	NOUN
cana-1577	313	4	utilizing	utilize	VERB
cana-1577	313	5	progressed	progress	VERB
cana-1577	313	6	modeling	modeling	NOUN
cana-1577	313	7	strategies	strategy	NOUN
cana-1577	313	8	in	in	ADP
cana-1577	313	9	boring	boring	ADJ
cana-1577	313	10	operations	operation	NOUN
cana-1577	313	11	can	can	AUX
cana-1577	313	12	be	be	AUX
cana-1577	313	13	difficult	difficult	ADJ
cana-1577	313	14	for	for	ADP
cana-1577	313	15	a	a	DET
cana-1577	313	16	number	number	NOUN
cana-1577	313	17	of	of	ADP
cana-1577	313	18	reasons	reason	NOUN
cana-1577	313	19	,	,	PUNCT
cana-1577	313	20	counting	count	VERB
cana-1577	313	21	require	require	VERB
cana-1577	313	22	for	for	ADP
cana-1577	313	23	specialists	specialist	NOUN
cana-1577	313	24	from	from	ADP
cana-1577	313	25	distinctive	distinctive	ADJ
cana-1577	313	26	areas	area	NOUN
cana-1577	313	27	,	,	PUNCT
cana-1577	313	28	the	the	DET
cana-1577	313	29	quality	quality	NOUN
cana-1577	313	30	and	and	CCONJ
cana-1577	313	31	accessibility	accessibility	NOUN
cana-1577	313	32	of	of	ADP
cana-1577	313	33	information	information	NOUN
cana-1577	313	34	,	,	PUNCT
cana-1577	313	35	and	and	CCONJ
cana-1577	313	36	the	the	DET
cana-1577	313	37	accessibility	accessibility	NOUN
cana-1577	313	38	of	of	ADP
cana-1577	313	39	computing	compute	VERB
cana-1577	313	40	control	control	NOUN
cana-1577	313	41	.	.	PUNCT
cana-1577	314	1	getting	get	VERB
cana-1577	314	2	past	past	ADP
cana-1577	314	3	these	these	DET
cana-1577	314	4	issues	issue	NOUN
cana-1577	314	5	is	be	AUX
cana-1577	314	6	imperative	imperative	ADJ
cana-1577	314	7	for	for	ADP
cana-1577	314	8	moving	move	VERB
cana-1577	314	9	forward	forward	ADV
cana-1577	314	10	the	the	DET
cana-1577	314	11	execution	execution	NOUN
cana-1577	314	12	of	of	ADP
cana-1577	314	13	burrowing	burrow	VERB
cana-1577	314	14	and	and	CCONJ
cana-1577	314	15	utilizing	utilize	VERB
cana-1577	314	16	advanced	advanced	ADJ
cana-1577	314	17	advances	advance	NOUN
cana-1577	314	18	to	to	ADP
cana-1577	314	19	their	their	PRON
cana-1577	314	20	fullest	full	ADJ
cana-1577	314	21	within	within	ADP
cana-1577	314	22	the	the	DET
cana-1577	314	23	oil	oil	NOUN
cana-1577	314	24	and	and	CCONJ
cana-1577	314	25	gas	gas	NOUN
cana-1577	314	26	trade	trade	NOUN
cana-1577	314	27	.	.	PUNCT
cana-1577	315	1	1	1	X
cana-1577	315	2	.	.	X
cana-1577	315	3	quality	quality	NOUN
cana-1577	315	4	and	and	CCONJ
cana-1577	315	5	accessibility	accessibility	NOUN
cana-1577	315	6	of	of	ADP
cana-1577	315	7	data	datum	NOUN
cana-1577	315	8	the	the	DET
cana-1577	315	9	quality	quality	NOUN
cana-1577	315	10	and	and	CCONJ
cana-1577	315	11	amount	amount	NOUN
cana-1577	315	12	of	of	ADP
cana-1577	315	13	information	information	NOUN
cana-1577	315	14	are	be	AUX
cana-1577	315	15	exceptionally	exceptionally	ADV
cana-1577	315	16	imperative	imperative	ADJ
cana-1577	315	17	for	for	ADP
cana-1577	315	18	the	the	DET
cana-1577	315	19	effective	effective	ADJ
cana-1577	315	20	utilize	utilize	NOUN
cana-1577	315	21	of	of	ADP
cana-1577	315	22	progressed	progress	VERB
cana-1577	315	23	models	model	NOUN
cana-1577	315	24	in	in	ADP
cana-1577	315	25	penetrating	penetrate	VERB
cana-1577	315	26	operations	operation	NOUN
cana-1577	315	27	.	.	PUNCT
cana-1577	316	1	the	the	DET
cana-1577	316	2	quality	quality	NOUN
cana-1577	316	3	of	of	ADP
cana-1577	316	4	the	the	DET
cana-1577	316	5	information	information	NOUN
cana-1577	316	6	that	that	PRON
cana-1577	316	7	goes	go	VERB
cana-1577	316	8	into	into	ADP
cana-1577	316	9	these	these	DET
cana-1577	316	10	models	model	NOUN
cana-1577	316	11	is	be	AUX
cana-1577	316	12	exceptionally	exceptionally	ADV
cana-1577	316	13	vital	vital	ADJ
cana-1577	316	14	for	for	ADP
cana-1577	316	15	how	how	SCONJ
cana-1577	316	16	exact	exact	ADJ
cana-1577	316	17	and	and	CCONJ
cana-1577	316	18	dependable	dependable	ADJ
cana-1577	316	19	they	they	PRON
cana-1577	316	20	are	be	AUX
cana-1577	316	21	.	.	PUNCT
cana-1577	317	1	high	high	ADJ
cana-1577	317	2	-	-	PUNCT
cana-1577	317	3	quality	quality	NOUN
cana-1577	317	4	information	information	NOUN
cana-1577	317	5	makes	make	VERB
cana-1577	317	6	beyond	beyond	ADP
cana-1577	317	7	any	any	DET
cana-1577	317	8	doubt	doubt	NOUN
cana-1577	317	9	that	that	SCONJ
cana-1577	317	10	the	the	DET
cana-1577	317	11	models	model	NOUN
cana-1577	317	12	can	can	AUX
cana-1577	317	13	accurately	accurately	ADV
cana-1577	317	14	appear	appear	VERB
cana-1577	317	15	the	the	DET
cana-1577	317	16	complicated	complicated	ADJ
cana-1577	317	17	associations	association	NOUN
cana-1577	317	18	between	between	ADP
cana-1577	317	19	burrowing	burrow	VERB
cana-1577	317	20	variables	variable	NOUN
cana-1577	317	21	and	and	CCONJ
cana-1577	317	22	conditions	condition	NOUN
cana-1577	317	23	underneath	underneath	ADP
cana-1577	317	24	the	the	DET
cana-1577	317	25	surface	surface	NOUN
cana-1577	317	26	.	.	PUNCT
cana-1577	318	1	this	this	PRON
cana-1577	318	2	lets	let	VERB
cana-1577	318	3	us	we	PRON
cana-1577	318	4	make	make	VERB
cana-1577	318	5	more	more	ADV
cana-1577	318	6	precise	precise	ADJ
cana-1577	318	7	surmises	surmise	NOUN
cana-1577	318	8	and	and	CCONJ
cana-1577	318	9	learn	learn	VERB
cana-1577	318	10	things	thing	NOUN
cana-1577	318	11	that	that	PRON
cana-1577	318	12	we	we	PRON
cana-1577	318	13	will	will	AUX
cana-1577	318	14	utilize	utilize	VERB
cana-1577	318	15	.	.	PUNCT
cana-1577	319	1	however	however	ADV
cana-1577	319	2	,	,	PUNCT
cana-1577	319	3	monitor	monitor	VERB
cana-1577	319	4	botches	botch	NOUN
cana-1577	319	5	,	,	PUNCT
cana-1577	319	6	issues	issue	NOUN
cana-1577	319	7	with	with	ADP
cana-1577	319	8	information	information	NOUN
cana-1577	319	9	exchange	exchange	NOUN
cana-1577	319	10	,	,	PUNCT
cana-1577	319	11	and	and	CCONJ
cana-1577	319	12	changes	change	NOUN
cana-1577	319	13	within	within	ADP
cana-1577	319	14	the	the	DET
cana-1577	319	15	environment	environment	NOUN
cana-1577	319	16	can	can	AUX
cana-1577	319	17	all	all	ADV
cana-1577	319	18	lower	lower	VERB
cana-1577	319	19	the	the	DET
cana-1577	319	20	quality	quality	NOUN
cana-1577	319	21	of	of	ADP
cana-1577	319	22	information	information	NOUN
cana-1577	319	23	.	.	PUNCT
cana-1577	320	1	forecasts	forecast	NOUN
cana-1577	320	2	that	that	PRON
cana-1577	320	3	are	be	AUX
cana-1577	320	4	offbase	offbase	ADJ
cana-1577	320	5	since	since	SCONJ
cana-1577	320	6	of	of	ADP
cana-1577	320	7	deficient	deficient	ADJ
cana-1577	320	8	or	or	CCONJ
cana-1577	320	9	boisterous	boisterous	ADJ
cana-1577	320	10	information	information	NOUN
cana-1577	320	11	can	can	AUX
cana-1577	320	12	lead	lead	VERB
cana-1577	320	13	to	to	ADP
cana-1577	320	14	awful	awful	ADJ
cana-1577	320	15	choices	choice	NOUN
cana-1577	320	16	and	and	CCONJ
cana-1577	320	17	higher	high	ADJ
cana-1577	320	18	commerce	commerce	NOUN
cana-1577	320	19	dangers	danger	NOUN
cana-1577	320	20	.	.	PUNCT
cana-1577	321	1	making	make	VERB
cana-1577	321	2	sure	sure	ADJ
cana-1577	321	3	the	the	DET
cana-1577	321	4	information	information	NOUN
cana-1577	321	5	is	be	AUX
cana-1577	321	6	rectify	rectify	VERB
cana-1577	321	7	is	be	AUX
cana-1577	321	8	imperative	imperative	ADJ
cana-1577	321	9	for	for	ADP
cana-1577	321	10	compelling	compelling	ADJ
cana-1577	321	11	modeling	modeling	NOUN
cana-1577	321	12	and	and	CCONJ
cana-1577	321	13	incorporates	incorporate	VERB
cana-1577	321	14	a	a	DET
cana-1577	321	15	number	number	NOUN
cana-1577	321	16	of	of	ADP
cana-1577	321	17	critical	critical	ADJ
cana-1577	321	18	steps	step	NOUN
cana-1577	321	19	.	.	PUNCT
cana-1577	322	1	to	to	PART
cana-1577	322	2	begin	begin	VERB
cana-1577	322	3	with	with	ADP
cana-1577	322	4	,	,	PUNCT
cana-1577	322	5	it	it	PRON
cana-1577	322	6	's	be	AUX
cana-1577	322	7	imperative	imperative	ADJ
cana-1577	322	8	to	to	PART
cana-1577	322	9	set	set	VERB
cana-1577	322	10	up	up	ADP
cana-1577	322	11	solid	solid	ADJ
cana-1577	322	12	rules	rule	NOUN
cana-1577	322	13	for	for	ADP
cana-1577	322	14	collecting	collect	VERB
cana-1577	322	15	and	and	CCONJ
cana-1577	322	16	overseeing	oversee	VERB
cana-1577	322	17	information	information	NOUN
cana-1577	322	18	so	so	SCONJ
cana-1577	322	19	that	that	SCONJ
cana-1577	322	20	the	the	DET
cana-1577	322	21	quality	quality	NOUN
cana-1577	322	22	of	of	ADP
cana-1577	322	23	the	the	DET
cana-1577	322	24	information	information	NOUN
cana-1577	322	25	remains	remain	VERB
cana-1577	322	26	tall	tall	ADJ
cana-1577	322	27	amid	amid	ADP
cana-1577	322	28	the	the	DET
cana-1577	322	29	burrowing	burrowing	NOUN
cana-1577	322	30	prepare	prepare	NOUN
cana-1577	322	31	.	.	PUNCT
cana-1577	323	1	to	to	PART
cana-1577	323	2	do	do	VERB
cana-1577	323	3	this	this	PRON
cana-1577	323	4	,	,	PUNCT
cana-1577	323	5	strict	strict	ADJ
cana-1577	323	6	upkeep	upkeep	NOUN
cana-1577	323	7	and	and	CCONJ
cana-1577	323	8	calibration	calibration	NOUN
cana-1577	323	9	plans	plan	NOUN
cana-1577	323	10	must	must	AUX
cana-1577	323	11	be	be	AUX
cana-1577	323	12	put	put	VERB
cana-1577	323	13	in	in	ADP
cana-1577	323	14	put	put	NOUN
cana-1577	323	15	for	for	ADP
cana-1577	323	16	sensors	sensor	NOUN
cana-1577	323	17	and	and	CCONJ
cana-1577	323	18	other	other	ADJ
cana-1577	323	19	gear	gear	NOUN
cana-1577	323	20	.	.	PUNCT
cana-1577	324	1	too	too	ADV
cana-1577	324	2	,	,	PUNCT
cana-1577	324	3	botches	botch	VERB
cana-1577	324	4	must	must	AUX
cana-1577	324	5	be	be	AUX
cana-1577	324	6	found	find	VERB
cana-1577	324	7	and	and	CCONJ
cana-1577	324	8	settled	settle	VERB
cana-1577	324	9	in	in	ADP
cana-1577	324	10	genuine	genuine	ADJ
cana-1577	324	11	time	time	NOUN
cana-1577	324	12	utilizing	utilize	VERB
cana-1577	324	13	progressed	progress	VERB
cana-1577	324	14	information	information	NOUN
cana-1577	324	15	approval	approval	NOUN
cana-1577	324	16	and	and	CCONJ
cana-1577	324	17	confirmation	confirmation	NOUN
cana-1577	324	18	strategies	strategy	NOUN
cana-1577	324	19	.	.	PUNCT
cana-1577	325	1	information	information	NOUN
cana-1577	325	2	cleaning	clean	VERB
cana-1577	325	3	steps	step	NOUN
cana-1577	325	4	,	,	PUNCT
cana-1577	325	5	like	like	ADP
cana-1577	325	6	finding	find	VERB
cana-1577	325	7	and	and	CCONJ
cana-1577	325	8	getting	getting	AUX
cana-1577	325	9	freed	free	VERB
cana-1577	325	10	of	of	ADP
cana-1577	325	11	exceptions	exception	NOUN
cana-1577	325	12	,	,	PUNCT
cana-1577	325	13	are	be	AUX
cana-1577	325	14	moreover	moreover	ADV
cana-1577	325	15	required	require	VERB
cana-1577	325	16	to	to	PART
cana-1577	325	17	bargain	bargain	VERB
cana-1577	325	18	with	with	ADP
cana-1577	325	19	loud	loud	ADJ
cana-1577	325	20	information	information	NOUN
cana-1577	325	21	and	and	CCONJ
cana-1577	325	22	make	make	VERB
cana-1577	325	23	beyond	beyond	ADP
cana-1577	325	24	any	any	DET
cana-1577	325	25	doubt	doubt	NOUN
cana-1577	325	26	the	the	DET
cana-1577	325	27	first	first	ADJ
cana-1577	325	28	information	information	NOUN
cana-1577	325	29	is	be	AUX
cana-1577	325	30	rectify	rectify	VERB
cana-1577	325	31	and	and	CCONJ
cana-1577	325	32	dependable	dependable	ADJ
cana-1577	325	33	[	[	X
cana-1577	325	34	21	21	NUM
cana-1577	325	35	]	]	PUNCT
cana-1577	325	36	.	.	PUNCT
cana-1577	326	1	keeping	keep	VERB
cana-1577	326	2	up	up	ADP
cana-1577	326	3	information	information	NOUN
cana-1577	326	4	quality	quality	NOUN
cana-1577	326	5	incorporates	incorporate	VERB
cana-1577	326	6	learning	learn	VERB
cana-1577	326	7	how	how	SCONJ
cana-1577	326	8	to	to	PART
cana-1577	326	9	bargain	bargain	VERB
cana-1577	326	10	with	with	ADP
cana-1577	326	11	information	information	NOUN
cana-1577	326	12	that	that	PRON
cana-1577	326	13	's	be	AUX
cana-1577	326	14	lost	lose	VERB
cana-1577	326	15	or	or	CCONJ
cana-1577	326	16	loud	loud	ADJ
cana-1577	326	17	.	.	PUNCT
cana-1577	327	1	one	one	NUM
cana-1577	327	2	way	way	NOUN
cana-1577	327	3	is	be	AUX
cana-1577	327	4	to	to	PART
cana-1577	327	5	use	use	VERB
cana-1577	327	6	data	datum	NOUN
cana-1577	327	7	estimation	estimation	NOUN
cana-1577	327	8	strategies	strategy	NOUN
cana-1577	327	9	,	,	PUNCT
cana-1577	327	10	which	which	PRON
cana-1577	327	11	utilize	utilize	VERB
cana-1577	327	12	the	the	DET
cana-1577	327	13	information	information	NOUN
cana-1577	327	14	that	that	PRON
cana-1577	327	15	's	be	AUX
cana-1577	327	16	as	as	ADP
cana-1577	327	17	of	of	ADP
cana-1577	327	18	now	now	ADV
cana-1577	327	19	there	there	ADV
cana-1577	327	20	to	to	PART
cana-1577	327	21	figure	figure	VERB
cana-1577	327	22	lost	lost	ADJ
cana-1577	327	23	numbers	number	NOUN
cana-1577	327	24	.	.	PUNCT
cana-1577	328	1	a	a	DET
cana-1577	328	2	few	few	ADJ
cana-1577	328	3	common	common	ADJ
cana-1577	328	4	ascription	ascription	NOUN
cana-1577	328	5	strategies	strategy	NOUN
cana-1577	328	6	are	be	AUX
cana-1577	328	7	mean	mean	ADJ
cana-1577	328	8	or	or	CCONJ
cana-1577	328	9	middle	middle	ADJ
cana-1577	328	10	ascription	ascription	NOUN
cana-1577	328	11	,	,	PUNCT
cana-1577	328	12	k	k	NOUN
cana-1577	328	13	-	-	PUNCT
cana-1577	328	14	nearest	near	ADJ
cana-1577	328	15	neighbors	neighbor	NOUN
cana-1577	328	16	(	(	PUNCT
cana-1577	328	17	knn	knn	PROPN
cana-1577	328	18	)	)	PUNCT
cana-1577	328	19	ascription	ascription	NOUN
cana-1577	328	20	,	,	PUNCT
cana-1577	328	21	and	and	CCONJ
cana-1577	328	22	ways	way	NOUN
cana-1577	328	23	based	base	VERB
cana-1577	328	24	on	on	ADP
cana-1577	328	25	machine	machine	NOUN
cana-1577	328	26	learning	learning	NOUN
cana-1577	328	27	.	.	PUNCT
cana-1577	329	1	these	these	DET
cana-1577	329	2	strategies	strategy	NOUN
cana-1577	329	3	offer	offer	VERB
cana-1577	329	4	assistance	assistance	NOUN
cana-1577	329	5	fill	fill	NOUN
cana-1577	329	6	in	in	ADP
cana-1577	329	7	spaces	space	NOUN
cana-1577	329	8	within	within	ADP
cana-1577	329	9	the	the	DET
cana-1577	329	10	information	information	NOUN
cana-1577	329	11	,	,	PUNCT
cana-1577	329	12	which	which	PRON
cana-1577	329	13	lets	let	VERB
cana-1577	329	14	models	model	NOUN
cana-1577	329	15	work	work	VERB
cana-1577	329	16	well	well	ADV
cana-1577	329	17	indeed	indeed	ADV
cana-1577	329	18	when	when	SCONJ
cana-1577	329	19	datasets	dataset	NOUN
cana-1577	329	20	are	be	AUX
cana-1577	329	21	n't	not	PART
cana-1577	329	22	full	full	ADJ
cana-1577	329	23	.	.	PUNCT
cana-1577	330	1	sifting	sift	VERB
cana-1577	330	2	strategies	strategy	NOUN
cana-1577	330	3	,	,	PUNCT
cana-1577	330	4	like	like	ADP
cana-1577	330	5	moving	move	VERB
cana-1577	330	6	midpoints	midpoint	NOUN
cana-1577	330	7	or	or	CCONJ
cana-1577	330	8	kalman	kalman	NOUN
cana-1577	330	9	channels	channel	NOUN
cana-1577	330	10	,	,	PUNCT
cana-1577	330	11	can	can	AUX
cana-1577	330	12	too	too	ADV
cana-1577	330	13	be	be	AUX
cana-1577	330	14	utilized	utilize	VERB
cana-1577	330	15	to	to	AUX
cana-1577	330	16	bargain	bargain	VERB
cana-1577	330	17	with	with	ADP
cana-1577	330	18	boisterous	boisterous	ADJ
cana-1577	330	19	information	information	NOUN
cana-1577	330	20	.	.	PUNCT
cana-1577	331	1	these	these	DET
cana-1577	331	2	methods	method	NOUN
cana-1577	331	3	help	help	AUX
cana-1577	331	4	smooth	smooth	VERB
cana-1577	331	5	out	out	ADP
cana-1577	331	6	changes	change	NOUN
cana-1577	331	7	and	and	CCONJ
cana-1577	331	8	reduce	reduce	VERB
cana-1577	331	9	the	the	DET
cana-1577	331	10	impact	impact	NOUN
cana-1577	331	11	of	of	ADP
cana-1577	331	12	irregular	irregular	ADJ
cana-1577	331	13	clamor	clamor	NOUN
cana-1577	331	14	.	.	PUNCT
cana-1577	332	1	these	these	DET
cana-1577	332	2	strategies	strategy	NOUN
cana-1577	332	3	can	can	AUX
cana-1577	332	4	make	make	VERB
cana-1577	332	5	strides	stride	NOUN
cana-1577	332	6	the	the	DET
cana-1577	332	7	data	datum	NOUN
cana-1577	332	8	's	's	PART
cana-1577	332	9	quality	quality	NOUN
cana-1577	332	10	,	,	PUNCT
cana-1577	332	11	making	make	VERB
cana-1577	332	12	it	it	PRON
cana-1577	332	13	more	more	ADV
cana-1577	332	14	valuable	valuable	ADJ
cana-1577	332	15	for	for	ADP
cana-1577	332	16	models	model	NOUN
cana-1577	332	17	and	and	CCONJ
cana-1577	332	18	inquire	inquire	VERB
cana-1577	332	19	about	about	ADP
cana-1577	332	20	.	.	PUNCT
cana-1577	333	1	using	use	VERB
cana-1577	333	2	advanced	advanced	ADJ
cana-1577	333	3	analytics	analytic	NOUN
cana-1577	333	4	apparatuses	apparatus	NOUN
cana-1577	333	5	like	like	ADP
cana-1577	333	6	machine	machine	NOUN
cana-1577	333	7	learning	learning	NOUN
cana-1577	333	8	procedures	procedure	NOUN
cana-1577	333	9	can	can	AUX
cana-1577	333	10	moreover	moreover	ADV
cana-1577	333	11	offer	offer	VERB
cana-1577	333	12	assistance	assistance	NOUN
cana-1577	333	13	discover	discover	VERB
cana-1577	333	14	and	and	CCONJ
cana-1577	333	15	settle	settle	VERB
cana-1577	333	16	issues	issue	NOUN
cana-1577	333	17	within	within	ADP
cana-1577	333	18	the	the	DET
cana-1577	333	19	information	information	NOUN
cana-1577	333	20	,	,	PUNCT
cana-1577	333	21	which	which	PRON
cana-1577	333	22	makes	make	VERB
cana-1577	333	23	the	the	DET
cana-1577	333	24	information	information	NOUN
cana-1577	333	25	quality	quality	NOUN
cana-1577	333	26	and	and	CCONJ
cana-1577	333	27	demonstrate	demonstrate	VERB
cana-1577	333	28	execution	execution	NOUN
cana-1577	333	29	indeed	indeed	ADV
cana-1577	333	30	way	way	ADV
cana-1577	333	31	better	well	ADV
cana-1577	333	32	.	.	PUNCT
cana-1577	334	1	communications	communication	NOUN
cana-1577	334	2	on	on	ADP
cana-1577	334	3	applied	apply	VERB
cana-1577	334	4	nonlinear	nonlinear	ADJ
cana-1577	334	5	analysis	analysis	NOUN
cana-1577	334	6	issn	issn	NOUN
cana-1577	334	7	:	:	PUNCT
cana-1577	334	8	1074	1074	NUM
cana-1577	334	9	-	-	PUNCT
cana-1577	334	10	133x	133x	NUM
cana-1577	334	11	vol	vol	NOUN
cana-1577	334	12	31	31	NUM
cana-1577	334	13	no	no	NOUN
cana-1577	334	14	.	.	PUNCT
cana-1577	335	1	8s	8s	PROPN
cana-1577	335	2	(	(	PUNCT
cana-1577	335	3	2024	2024	NUM
cana-1577	335	4	)	)	PUNCT
cana-1577	335	5	687	687	NUM
cana-1577	335	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	335	7	2	2	NUM
cana-1577	335	8	.	.	PUNCT
cana-1577	335	9	resources	resource	NOUN
cana-1577	335	10	and	and	CCONJ
cana-1577	335	11	knowledge	knowledge	NOUN
cana-1577	335	12	for	for	ADP
cana-1577	335	13	computing	compute	VERB
cana-1577	335	14	it	it	PRON
cana-1577	335	15	takes	take	VERB
cana-1577	335	16	a	a	DET
cana-1577	335	17	parcel	parcel	NOUN
cana-1577	335	18	of	of	ADP
cana-1577	335	19	computer	computer	NOUN
cana-1577	335	20	control	control	NOUN
cana-1577	335	21	and	and	CCONJ
cana-1577	335	22	information	information	NOUN
cana-1577	335	23	to	to	PART
cana-1577	335	24	utilize	utilize	VERB
cana-1577	335	25	complicated	complicated	ADJ
cana-1577	335	26	models	model	NOUN
cana-1577	335	27	in	in	ADP
cana-1577	335	28	real	real	ADJ
cana-1577	335	29	-	-	PUNCT
cana-1577	335	30	world	world	NOUN
cana-1577	335	31	burrowing	burrowing	NOUN
cana-1577	335	32	exercises	exercise	NOUN
cana-1577	335	33	.	.	PUNCT
cana-1577	336	1	due	due	ADP
cana-1577	336	2	to	to	ADP
cana-1577	336	3	the	the	DET
cana-1577	336	4	complexity	complexity	NOUN
cana-1577	336	5	of	of	ADP
cana-1577	336	6	these	these	DET
cana-1577	336	7	models	model	NOUN
cana-1577	336	8	and	and	CCONJ
cana-1577	336	9	the	the	DET
cana-1577	336	10	tremendous	tremendous	ADJ
cana-1577	336	11	sums	sum	NOUN
cana-1577	336	12	of	of	ADP
cana-1577	336	13	information	information	NOUN
cana-1577	336	14	that	that	PRON
cana-1577	336	15	are	be	AUX
cana-1577	336	16	made	make	VERB
cana-1577	336	17	amid	amid	ADP
cana-1577	336	18	burrowing	burrow	VERB
cana-1577	336	19	,	,	PUNCT
cana-1577	336	20	high	high	ADJ
cana-1577	336	21	-	-	PUNCT
cana-1577	336	22	performance	performance	NOUN
cana-1577	336	23	computing	computing	NOUN
cana-1577	336	24	(	(	PUNCT
cana-1577	336	25	hpc	hpc	NOUN
cana-1577	336	26	)	)	PUNCT
cana-1577	336	27	apparatuses	apparatus	NOUN
cana-1577	336	28	are	be	AUX
cana-1577	336	29	required	require	VERB
cana-1577	336	30	to	to	PART
cana-1577	336	31	handle	handle	VERB
cana-1577	336	32	complicated	complicated	ADJ
cana-1577	336	33	calculations	calculation	NOUN
cana-1577	336	34	and	and	CCONJ
cana-1577	336	35	huge	huge	ADJ
cana-1577	336	36	datasets	dataset	NOUN
cana-1577	336	37	.	.	PUNCT
cana-1577	337	1	it	it	PRON
cana-1577	337	2	is	be	AUX
cana-1577	337	3	critical	critical	ADJ
cana-1577	337	4	to	to	PART
cana-1577	337	5	have	have	VERB
cana-1577	337	6	sufficient	sufficient	ADJ
cana-1577	337	7	computing	computing	NOUN
cana-1577	337	8	control	control	NOUN
cana-1577	337	9	to	to	PART
cana-1577	337	10	run	run	VERB
cana-1577	337	11	re	re	NOUN
cana-1577	337	12	-	-	NOUN
cana-1577	337	13	enactments	enactment	NOUN
cana-1577	337	14	rapidly	rapidly	ADV
cana-1577	337	15	so	so	SCONJ
cana-1577	337	16	that	that	SCONJ
cana-1577	337	17	labourers	labourer	NOUN
cana-1577	337	18	can	can	AUX
cana-1577	337	19	utilize	utilize	VERB
cana-1577	337	20	the	the	DET
cana-1577	337	21	comes	come	NOUN
cana-1577	337	22	about	about	ADP
cana-1577	337	23	of	of	ADP
cana-1577	337	24	the	the	DET
cana-1577	337	25	re	re	NOUN
cana-1577	337	26	-	-	NOUN
cana-1577	337	27	enactments	enactment	NOUN
cana-1577	337	28	to	to	PART
cana-1577	337	29	form	form	VERB
cana-1577	337	30	choices	choice	NOUN
cana-1577	337	31	in	in	ADP
cana-1577	337	32	genuine	genuine	ADJ
cana-1577	337	33	time	time	NOUN
cana-1577	337	34	[	[	X
cana-1577	337	35	13	13	NUM
cana-1577	337	36	]	]	PUNCT
cana-1577	337	37	.	.	PUNCT
cana-1577	338	1	a	a	DET
cana-1577	338	2	parcel	parcel	NOUN
cana-1577	338	3	of	of	ADP
cana-1577	338	4	distinctive	distinctive	ADJ
cana-1577	338	5	things	thing	NOUN
cana-1577	338	6	influence	influence	VERB
cana-1577	338	7	how	how	SCONJ
cana-1577	338	8	much	much	ADJ
cana-1577	338	9	computing	computing	NOUN
cana-1577	338	10	control	control	NOUN
cana-1577	338	11	is	be	AUX
cana-1577	338	12	required	require	VERB
cana-1577	338	13	for	for	ADP
cana-1577	338	14	progressed	progress	VERB
cana-1577	338	15	modeling	modeling	NOUN
cana-1577	338	16	.	.	PUNCT
cana-1577	339	1	these	these	PRON
cana-1577	339	2	incorporate	incorporate	VERB
cana-1577	339	3	how	how	SCONJ
cana-1577	339	4	complicated	complicated	ADJ
cana-1577	339	5	the	the	DET
cana-1577	339	6	models	model	NOUN
cana-1577	339	7	are	be	AUX
cana-1577	339	8	,	,	PUNCT
cana-1577	339	9	how	how	SCONJ
cana-1577	339	10	huge	huge	ADJ
cana-1577	339	11	the	the	DET
cana-1577	339	12	datasets	dataset	NOUN
cana-1577	339	13	are	be	AUX
cana-1577	339	14	,	,	PUNCT
cana-1577	339	15	and	and	CCONJ
cana-1577	339	16	how	how	SCONJ
cana-1577	339	17	rapidly	rapidly	ADV
cana-1577	339	18	the	the	DET
cana-1577	339	19	investigate	investigate	NOUN
cana-1577	339	20	must	must	AUX
cana-1577	339	21	be	be	AUX
cana-1577	339	22	done	do	VERB
cana-1577	339	23	.	.	PUNCT
cana-1577	340	1	for	for	ADP
cana-1577	340	2	high	high	ADJ
cana-1577	340	3	-	-	PUNCT
cana-1577	340	4	fidelity	fidelity	NOUN
cana-1577	340	5	models	model	NOUN
cana-1577	340	6	,	,	PUNCT
cana-1577	340	7	like	like	ADP
cana-1577	340	8	those	those	PRON
cana-1577	340	9	utilized	utilize	VERB
cana-1577	340	10	in	in	ADP
cana-1577	340	11	unthinking	unthinke	VERB
cana-1577	340	12	modeling	modeling	NOUN
cana-1577	340	13	,	,	PUNCT
cana-1577	340	14	to	to	PART
cana-1577	340	15	speak	speak	VERB
cana-1577	340	16	to	to	ADP
cana-1577	340	17	the	the	DET
cana-1577	340	18	complex	complex	ADJ
cana-1577	340	19	connections	connection	NOUN
cana-1577	340	20	between	between	ADP
cana-1577	340	21	penetrating	penetrate	VERB
cana-1577	340	22	parts	part	NOUN
cana-1577	340	23	and	and	CCONJ
cana-1577	340	24	underground	underground	ADJ
cana-1577	340	25	rocks	rock	NOUN
cana-1577	340	26	,	,	PUNCT
cana-1577	340	27	they	they	PRON
cana-1577	340	28	frequently	frequently	ADV
cana-1577	340	29	require	require	VERB
cana-1577	340	30	a	a	DET
cana-1577	340	31	part	part	NOUN
cana-1577	340	32	of	of	ADP
cana-1577	340	33	computing	compute	VERB
cana-1577	340	34	control	control	NOUN
cana-1577	340	35	.	.	PUNCT
cana-1577	341	1	within	within	ADP
cana-1577	341	2	the	the	DET
cana-1577	341	3	same	same	ADJ
cana-1577	341	4	way	way	NOUN
cana-1577	341	5	,	,	PUNCT
cana-1577	341	6	machine	machine	NOUN
cana-1577	341	7	learning	learning	NOUN
cana-1577	341	8	models	model	NOUN
cana-1577	341	9	,	,	PUNCT
cana-1577	341	10	particularly	particularly	ADV
cana-1577	341	11	profound	profound	ADJ
cana-1577	341	12	learning	learning	NOUN
cana-1577	341	13	calculations	calculation	NOUN
cana-1577	341	14	,	,	PUNCT
cana-1577	341	15	require	require	VERB
cana-1577	341	16	a	a	DET
cana-1577	341	17	parcel	parcel	NOUN
cana-1577	341	18	of	of	ADP
cana-1577	341	19	computer	computer	NOUN
cana-1577	341	20	control	control	NOUN
cana-1577	341	21	to	to	PART
cana-1577	341	22	utilize	utilize	VERB
cana-1577	341	23	enormous	enormous	ADJ
cana-1577	341	24	datasets	dataset	NOUN
cana-1577	341	25	to	to	PART
cana-1577	341	26	construct	construct	VERB
cana-1577	341	27	and	and	CCONJ
cana-1577	341	28	test	test	VERB
cana-1577	341	29	their	their	PRON
cana-1577	341	30	models	model	NOUN
cana-1577	341	31	.	.	PUNCT
cana-1577	342	1	numerous	numerous	ADJ
cana-1577	342	2	oil	oil	NOUN
cana-1577	342	3	and	and	CCONJ
cana-1577	342	4	gas	gas	NOUN
cana-1577	342	5	companies	company	NOUN
cana-1577	342	6	spend	spend	VERB
cana-1577	342	7	cash	cash	NOUN
cana-1577	342	8	on	on	ADP
cana-1577	342	9	cutting	cut	VERB
cana-1577	342	10	edge	edge	NOUN
cana-1577	342	11	computing	compute	VERB
cana-1577	342	12	offices	office	NOUN
cana-1577	342	13	like	like	ADP
cana-1577	342	14	hpc	hpc	NOUN
cana-1577	342	15	frameworks	framework	NOUN
cana-1577	342	16	and	and	CCONJ
cana-1577	342	17	cloud	cloud	NOUN
cana-1577	342	18	-	-	PUNCT
cana-1577	342	19	based	base	VERB
cana-1577	342	20	stages	stage	NOUN
cana-1577	342	21	to	to	PART
cana-1577	342	22	meet	meet	VERB
cana-1577	342	23	these	these	DET
cana-1577	342	24	computing	computing	NOUN
cana-1577	342	25	needs	need	NOUN
cana-1577	342	26	.	.	PUNCT
cana-1577	343	1	cloud	cloud	NOUN
cana-1577	343	2	computing	computing	NOUN
cana-1577	343	3	has	have	VERB
cana-1577	343	4	numerous	numerous	ADJ
cana-1577	343	5	benefits	benefit	NOUN
cana-1577	343	6	,	,	PUNCT
cana-1577	343	7	counting	count	VERB
cana-1577	343	8	the	the	DET
cana-1577	343	9	capacity	capacity	NOUN
cana-1577	343	10	to	to	PART
cana-1577	343	11	develop	develop	VERB
cana-1577	343	12	as	as	SCONJ
cana-1577	343	13	required	require	VERB
cana-1577	343	14	,	,	PUNCT
cana-1577	343	15	being	be	AUX
cana-1577	343	16	adaptable	adaptable	ADJ
cana-1577	343	17	,	,	PUNCT
cana-1577	343	18	and	and	CCONJ
cana-1577	343	19	being	be	AUX
cana-1577	343	20	cost	cost	NOUN
cana-1577	343	21	-	-	PUNCT
cana-1577	343	22	effective	effective	ADJ
cana-1577	343	23	.	.	PUNCT
cana-1577	344	1	it	it	PRON
cana-1577	344	2	lets	let	VERB
cana-1577	344	3	businesses	business	NOUN
cana-1577	344	4	get	get	VERB
cana-1577	344	5	to	to	ADP
cana-1577	344	6	the	the	DET
cana-1577	344	7	computer	computer	NOUN
cana-1577	344	8	control	control	NOUN
cana-1577	344	9	they	they	PRON
cana-1577	344	10	require	require	VERB
cana-1577	344	11	without	without	ADP
cana-1577	344	12	having	have	VERB
cana-1577	344	13	to	to	PART
cana-1577	344	14	purchase	purchase	VERB
cana-1577	344	15	a	a	DET
cana-1577	344	16	parcel	parcel	NOUN
cana-1577	344	17	of	of	ADP
cana-1577	344	18	adapt	adapt	VERB
cana-1577	344	19	up	up	ADP
cana-1577	344	20	front	front	NOUN
cana-1577	344	21	.	.	PUNCT
cana-1577	345	1	by	by	ADP
cana-1577	345	2	utilizing	utilize	VERB
cana-1577	345	3	cloud	cloud	NOUN
cana-1577	345	4	-	-	PUNCT
cana-1577	345	5	based	base	VERB
cana-1577	345	6	arrangements	arrangement	NOUN
cana-1577	345	7	,	,	PUNCT
cana-1577	345	8	administrators	administrator	NOUN
cana-1577	345	9	can	can	AUX
cana-1577	345	10	alter	alter	VERB
cana-1577	345	11	the	the	DET
cana-1577	345	12	sum	sum	NOUN
cana-1577	345	13	of	of	ADP
cana-1577	345	14	computer	computer	NOUN
cana-1577	345	15	control	control	NOUN
cana-1577	345	16	they	they	PRON
cana-1577	345	17	have	have	AUX
cana-1577	345	18	based	base	VERB
cana-1577	345	19	on	on	ADP
cana-1577	345	20	wants	want	NOUN
cana-1577	345	21	of	of	ADP
cana-1577	345	22	their	their	PRON
cana-1577	345	23	ventures	venture	NOUN
cana-1577	345	24	.	.	PUNCT
cana-1577	346	1	this	this	PRON
cana-1577	346	2	makes	make	VERB
cana-1577	346	3	beyond	beyond	ADP
cana-1577	346	4	any	any	DET
cana-1577	346	5	doubt	doubt	NOUN
cana-1577	346	6	that	that	SCONJ
cana-1577	346	7	they	they	PRON
cana-1577	346	8	can	can	AUX
cana-1577	346	9	run	run	VERB
cana-1577	346	10	complex	complex	ADJ
cana-1577	346	11	models	model	NOUN
cana-1577	346	12	rapidly	rapidly	ADV
cana-1577	346	13	.	.	PUNCT
cana-1577	347	1	utilizing	utilize	VERB
cana-1577	347	2	progressed	progress	VERB
cana-1577	347	3	models	model	NOUN
cana-1577	347	4	in	in	ADP
cana-1577	347	5	boring	boring	ADJ
cana-1577	347	6	operations	operation	NOUN
cana-1577	347	7	needs	need	VERB
cana-1577	347	8	more	more	ADJ
cana-1577	347	9	than	than	ADP
cana-1577	347	10	fair	fair	ADJ
cana-1577	347	11	computer	computer	NOUN
cana-1577	347	12	control	control	NOUN
cana-1577	347	13	.	.	PUNCT
cana-1577	348	1	data	datum	NOUN
cana-1577	348	2	scientists	scientist	NOUN
cana-1577	348	3	and	and	CCONJ
cana-1577	348	4	penetrating	penetrate	VERB
cana-1577	348	5	specialists	specialist	NOUN
cana-1577	348	6	got	get	VERB
cana-1577	348	7	to	to	PART
cana-1577	348	8	work	work	VERB
cana-1577	348	9	together	together	ADV
cana-1577	348	10	over	over	ADP
cana-1577	348	11	disciplines	discipline	NOUN
cana-1577	348	12	.	.	PUNCT
cana-1577	349	1	information	information	NOUN
cana-1577	349	2	researchers	researcher	NOUN
cana-1577	349	3	are	be	AUX
cana-1577	349	4	specialists	specialist	NOUN
cana-1577	349	5	in	in	ADP
cana-1577	349	6	machine	machine	NOUN
cana-1577	349	7	learning	learning	NOUN
cana-1577	349	8	calculations	calculation	NOUN
cana-1577	349	9	,	,	PUNCT
cana-1577	349	10	information	information	NOUN
cana-1577	349	11	analytics	analytic	NOUN
cana-1577	349	12	,	,	PUNCT
cana-1577	349	13	and	and	CCONJ
cana-1577	349	14	measurable	measurable	ADJ
cana-1577	349	15	models	model	NOUN
cana-1577	349	16	.	.	PUNCT
cana-1577	350	1	boring	boring	ADJ
cana-1577	350	2	engineers	engineer	NOUN
cana-1577	350	3	,	,	PUNCT
cana-1577	350	4	on	on	ADP
cana-1577	350	5	the	the	DET
cana-1577	350	6	other	other	ADJ
cana-1577	350	7	hand	hand	NOUN
cana-1577	350	8	,	,	PUNCT
cana-1577	350	9	know	know	VERB
cana-1577	350	10	a	a	DET
cana-1577	350	11	parcel	parcel	NOUN
cana-1577	350	12	around	around	ADP
cana-1577	350	13	how	how	SCONJ
cana-1577	350	14	to	to	PART
cana-1577	350	15	penetrate	penetrate	VERB
cana-1577	350	16	,	,	PUNCT
cana-1577	350	17	what	what	PRON
cana-1577	350	18	instruments	instrument	NOUN
cana-1577	350	19	to	to	PART
cana-1577	350	20	utilize	utilize	VERB
cana-1577	350	21	,	,	PUNCT
cana-1577	350	22	and	and	CCONJ
cana-1577	350	23	what	what	PRON
cana-1577	350	24	the	the	DET
cana-1577	350	25	ground	ground	NOUN
cana-1577	350	26	is	be	AUX
cana-1577	350	27	like	like	ADP
cana-1577	350	28	underneath	underneath	ADP
cana-1577	350	29	the	the	DET
cana-1577	350	30	surface	surface	NOUN
cana-1577	351	1	[	[	X
cana-1577	351	2	19	19	NUM
cana-1577	351	3	]	]	PUNCT
cana-1577	351	4	.	.	PUNCT
cana-1577	352	1	it	it	PRON
cana-1577	352	2	is	be	AUX
cana-1577	352	3	vital	vital	ADJ
cana-1577	352	4	for	for	SCONJ
cana-1577	352	5	individuals	individual	NOUN
cana-1577	352	6	from	from	ADP
cana-1577	352	7	these	these	DET
cana-1577	352	8	fields	field	NOUN
cana-1577	352	9	to	to	PART
cana-1577	352	10	work	work	VERB
cana-1577	352	11	together	together	ADV
cana-1577	352	12	to	to	PART
cana-1577	352	13	form	form	VERB
cana-1577	352	14	models	model	NOUN
cana-1577	352	15	that	that	PRON
cana-1577	352	16	are	be	AUX
cana-1577	352	17	not	not	PART
cana-1577	352	18	as	as	SCONJ
cana-1577	352	19	it	it	PRON
cana-1577	352	20	were	be	AUX
cana-1577	352	21	actually	actually	ADV
cana-1577	352	22	great	great	ADJ
cana-1577	352	23	but	but	CCONJ
cana-1577	352	24	too	too	ADV
cana-1577	352	25	valuable	valuable	ADJ
cana-1577	352	26	within	within	ADP
cana-1577	352	27	the	the	DET
cana-1577	352	28	field	field	NOUN
cana-1577	352	29	.	.	PUNCT
cana-1577	353	1	for	for	SCONJ
cana-1577	353	2	information	information	NOUN
cana-1577	353	3	researchers	researcher	NOUN
cana-1577	353	4	and	and	CCONJ
cana-1577	353	5	boring	boring	ADJ
cana-1577	353	6	engineers	engineer	NOUN
cana-1577	353	7	to	to	PART
cana-1577	353	8	work	work	VERB
cana-1577	353	9	together	together	ADV
cana-1577	353	10	well	well	ADV
cana-1577	353	11	,	,	PUNCT
cana-1577	353	12	they	they	PRON
cana-1577	353	13	got	get	VERB
cana-1577	353	14	to	to	PART
cana-1577	353	15	take	take	VERB
cana-1577	353	16	after	after	ADP
cana-1577	353	17	a	a	DET
cana-1577	353	18	number	number	NOUN
cana-1577	353	19	of	of	ADP
cana-1577	353	20	key	key	ADJ
cana-1577	353	21	steps	step	NOUN
cana-1577	353	22	.	.	PUNCT
cana-1577	354	1	to	to	PART
cana-1577	354	2	begin	begin	VERB
cana-1577	354	3	with	with	ADP
cana-1577	354	4	,	,	PUNCT
cana-1577	354	5	making	make	VERB
cana-1577	354	6	beyond	beyond	ADP
cana-1577	354	7	any	any	DET
cana-1577	354	8	doubt	doubt	NOUN
cana-1577	354	9	there	there	PRON
cana-1577	354	10	are	be	VERB
cana-1577	354	11	clear	clear	ADJ
cana-1577	354	12	lines	line	NOUN
cana-1577	354	13	of	of	ADP
cana-1577	354	14	contact	contact	NOUN
cana-1577	354	15	and	and	CCONJ
cana-1577	354	16	an	an	DET
cana-1577	354	17	demeanour	demeanour	NOUN
cana-1577	354	18	of	of	ADP
cana-1577	354	19	working	work	VERB
cana-1577	354	20	together	together	ADV
cana-1577	354	21	is	be	AUX
cana-1577	354	22	critical	critical	ADJ
cana-1577	354	23	for	for	ADP
cana-1577	354	24	making	make	VERB
cana-1577	354	25	beyond	beyond	ADP
cana-1577	354	26	any	any	DET
cana-1577	354	27	doubt	doubt	NOUN
cana-1577	354	28	that	that	SCONJ
cana-1577	354	29	both	both	DET
cana-1577	354	30	groups	group	NOUN
cana-1577	354	31	can	can	AUX
cana-1577	354	32	work	work	VERB
cana-1577	354	33	well	well	ADV
cana-1577	354	34	together	together	ADV
cana-1577	354	35	.	.	PUNCT
cana-1577	355	1	this	this	PRON
cana-1577	355	2	incorporates	incorporate	VERB
cana-1577	355	3	setting	set	VERB
cana-1577	355	4	up	up	ADP
cana-1577	355	5	chances	chance	NOUN
cana-1577	355	6	for	for	ADP
cana-1577	355	7	preparing	prepare	VERB
cana-1577	355	8	and	and	CCONJ
cana-1577	355	9	sharing	share	VERB
cana-1577	355	10	data	datum	NOUN
cana-1577	355	11	over	over	ADP
cana-1577	355	12	disciplines	discipline	NOUN
cana-1577	355	13	so	so	SCONJ
cana-1577	355	14	that	that	SCONJ
cana-1577	355	15	group	group	NOUN
cana-1577	355	16	individuals	individual	NOUN
cana-1577	355	17	can	can	AUX
cana-1577	355	18	learn	learn	VERB
cana-1577	355	19	more	more	ADV
cana-1577	355	20	almost	almost	ADV
cana-1577	355	21	each	each	DET
cana-1577	355	22	other	other	ADJ
cana-1577	355	23	's	's	PART
cana-1577	355	24	aptitudes	aptitude	NOUN
cana-1577	355	25	and	and	CCONJ
cana-1577	355	26	focuses	focus	VERB
cana-1577	355	27	of	of	ADP
cana-1577	355	28	see	see	NOUN
cana-1577	355	29	.	.	PUNCT
cana-1577	356	1	including	include	VERB
cana-1577	356	2	subject	subject	ADJ
cana-1577	356	3	data	datum	NOUN
cana-1577	356	4	to	to	ADP
cana-1577	356	5	the	the	DET
cana-1577	356	6	modeling	modeling	NOUN
cana-1577	356	7	handle	handle	NOUN
cana-1577	356	8	is	be	AUX
cana-1577	356	9	another	another	DET
cana-1577	356	10	important	important	ADJ
cana-1577	356	11	part	part	NOUN
cana-1577	356	12	of	of	ADP
cana-1577	356	13	working	work	VERB
cana-1577	356	14	together	together	ADV
cana-1577	356	15	.	.	PUNCT
cana-1577	357	1	penetrating	penetrate	VERB
cana-1577	357	2	engineers	engineer	NOUN
cana-1577	357	3	offer	offer	VERB
cana-1577	357	4	assistance	assistance	NOUN
cana-1577	357	5	information	information	NOUN
cana-1577	357	6	researchers	researcher	NOUN
cana-1577	357	7	make	make	VERB
cana-1577	357	8	models	model	NOUN
cana-1577	357	9	that	that	PRON
cana-1577	357	10	are	be	AUX
cana-1577	357	11	particular	particular	ADJ
cana-1577	357	12	to	to	ADP
cana-1577	357	13	the	the	DET
cana-1577	357	14	requirements	requirement	NOUN
cana-1577	357	15	of	of	ADP
cana-1577	357	16	the	the	DET
cana-1577	357	17	boring	boring	ADJ
cana-1577	357	18	commerce	commerce	NOUN
cana-1577	357	19	by	by	ADP
cana-1577	357	20	giving	give	VERB
cana-1577	357	21	them	they	PRON
cana-1577	357	22	valuable	valuable	ADJ
cana-1577	357	23	data	datum	NOUN
cana-1577	357	24	almost	almost	ADV
cana-1577	357	25	the	the	DET
cana-1577	357	26	issues	issue	NOUN
cana-1577	357	27	and	and	CCONJ
cana-1577	357	28	needs	need	NOUN
cana-1577	357	29	of	of	ADP
cana-1577	357	30	penetrating	penetrate	VERB
cana-1577	357	31	operations	operation	NOUN
cana-1577	357	32	.	.	PUNCT
cana-1577	358	1	groups	group	NOUN
cana-1577	358	2	can	can	AUX
cana-1577	358	3	make	make	VERB
cana-1577	358	4	more	more	ADV
cana-1577	358	5	precise	precise	ADJ
cana-1577	358	6	and	and	CCONJ
cana-1577	358	7	solid	solid	ADJ
cana-1577	358	8	models	model	NOUN
cana-1577	358	9	that	that	PRON
cana-1577	358	10	reflect	reflect	VERB
cana-1577	358	11	the	the	DET
cana-1577	358	12	complexity	complexity	NOUN
cana-1577	358	13	of	of	ADP
cana-1577	358	14	real	real	ADJ
cana-1577	358	15	-	-	PUNCT
cana-1577	358	16	life	life	NOUN
cana-1577	358	17	penetrating	penetrate	VERB
cana-1577	358	18	circumstances	circumstance	NOUN
cana-1577	358	19	by	by	ADP
cana-1577	358	20	utilizing	utilize	VERB
cana-1577	358	21	subject	subject	ADJ
cana-1577	358	22	information	information	NOUN
cana-1577	358	23	when	when	SCONJ
cana-1577	358	24	building	building	NOUN
cana-1577	358	25	models	model	NOUN
cana-1577	358	26	.	.	PUNCT
cana-1577	359	1	iterative	iterative	NOUN
cana-1577	359	2	demonstrate	demonstrate	NOUN
cana-1577	359	3	creation	creation	NOUN
cana-1577	359	4	and	and	CCONJ
cana-1577	359	5	assessment	assessment	NOUN
cana-1577	359	6	are	be	AUX
cana-1577	359	7	moreover	moreover	ADV
cana-1577	359	8	exceptionally	exceptionally	ADV
cana-1577	359	9	vital	vital	ADJ
cana-1577	359	10	for	for	ADP
cana-1577	359	11	making	make	VERB
cana-1577	359	12	beyond	beyond	ADP
cana-1577	359	13	any	any	DET
cana-1577	359	14	doubt	doubt	NOUN
cana-1577	359	15	that	that	SCONJ
cana-1577	359	16	models	model	NOUN
cana-1577	359	17	work	work	VERB
cana-1577	359	18	well	well	ADV
cana-1577	359	19	in	in	ADP
cana-1577	359	20	genuine	genuine	ADJ
cana-1577	359	21	life	life	NOUN
cana-1577	359	22	.	.	PUNCT
cana-1577	360	1	real	real	ADJ
cana-1577	360	2	-	-	PUNCT
cana-1577	360	3	world	world	NOUN
cana-1577	360	4	information	information	NOUN
cana-1577	360	5	and	and	CCONJ
cana-1577	360	6	input	input	NOUN
cana-1577	360	7	from	from	ADP
cana-1577	360	8	burrowing	burrow	VERB
cana-1577	360	9	operations	operation	NOUN
cana-1577	360	10	are	be	AUX
cana-1577	360	11	utilized	utilize	VERB
cana-1577	360	12	to	to	PART
cana-1577	360	13	test	test	VERB
cana-1577	360	14	and	and	CCONJ
cana-1577	360	15	make	make	VERB
cana-1577	360	16	strides	stride	NOUN
cana-1577	360	17	models	model	NOUN
cana-1577	360	18	all	all	DET
cana-1577	360	19	the	the	DET
cana-1577	360	20	time	time	NOUN
cana-1577	360	21	.	.	PUNCT
cana-1577	361	1	by	by	ADP
cana-1577	361	2	utilizing	utilize	VERB
cana-1577	361	3	an	an	DET
cana-1577	361	4	iterative	iterative	NOUN
cana-1577	361	5	strategy	strategy	NOUN
cana-1577	361	6	,	,	PUNCT
cana-1577	361	7	groups	group	NOUN
cana-1577	361	8	can	can	AUX
cana-1577	361	9	discover	discover	VERB
cana-1577	361	10	and	and	CCONJ
cana-1577	361	11	settle	settle	VERB
cana-1577	361	12	any	any	DET
cana-1577	361	13	issues	issue	NOUN
cana-1577	361	14	or	or	CCONJ
cana-1577	361	15	limits	limit	NOUN
cana-1577	361	16	within	within	ADP
cana-1577	361	17	the	the	DET
cana-1577	361	18	models	model	NOUN
cana-1577	361	19	,	,	PUNCT
cana-1577	361	20	which	which	PRON
cana-1577	361	21	over	over	ADP
cana-1577	361	22	time	time	NOUN
cana-1577	361	23	makes	make	VERB
cana-1577	361	24	them	they	PRON
cana-1577	361	25	more	more	ADV
cana-1577	361	26	precise	precise	ADJ
cana-1577	361	27	and	and	CCONJ
cana-1577	361	28	solid	solid	ADJ
cana-1577	362	1	[	[	X
cana-1577	362	2	23	23	NUM
cana-1577	362	3	]	]	PUNCT
cana-1577	362	4	.	.	PUNCT
cana-1577	363	1	communications	communication	NOUN
cana-1577	363	2	on	on	ADP
cana-1577	363	3	applied	apply	VERB
cana-1577	363	4	nonlinear	nonlinear	ADJ
cana-1577	363	5	analysis	analysis	NOUN
cana-1577	363	6	issn	issn	NOUN
cana-1577	363	7	:	:	PUNCT
cana-1577	363	8	1074	1074	NUM
cana-1577	363	9	-	-	PUNCT
cana-1577	363	10	133x	133x	NUM
cana-1577	363	11	vol	vol	NOUN
cana-1577	363	12	31	31	NUM
cana-1577	363	13	no	no	NOUN
cana-1577	363	14	.	.	PUNCT
cana-1577	364	1	8s	8s	PROPN
cana-1577	364	2	(	(	PUNCT
cana-1577	364	3	2024	2024	NUM
cana-1577	364	4	)	)	PUNCT
cana-1577	364	5	688	688	NUM
cana-1577	364	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	364	7	vi	vi	PROPN
cana-1577	364	8	.	.	NOUN
cana-1577	364	9	case	case	NOUN
cana-1577	364	10	studies	study	NOUN
cana-1577	364	11	and	and	CCONJ
cana-1577	364	12	applications	application	NOUN
cana-1577	364	13	advanced	advanced	ADJ
cana-1577	364	14	modeling	modeling	NOUN
cana-1577	364	15	methods	method	NOUN
cana-1577	364	16	have	have	AUX
cana-1577	364	17	been	be	AUX
cana-1577	364	18	used	use	VERB
cana-1577	364	19	in	in	ADP
cana-1577	364	20	drilling	drilling	NOUN
cana-1577	364	21	operations	operation	NOUN
cana-1577	364	22	,	,	PUNCT
cana-1577	364	23	and	and	CCONJ
cana-1577	364	24	the	the	DET
cana-1577	364	25	results	result	NOUN
cana-1577	364	26	have	have	AUX
cana-1577	364	27	been	be	AUX
cana-1577	364	28	many	many	ADJ
cana-1577	364	29	successes	success	NOUN
cana-1577	364	30	showing	show	VERB
cana-1577	364	31	big	big	ADJ
cana-1577	364	32	gains	gain	NOUN
cana-1577	364	33	in	in	ADP
cana-1577	364	34	safety	safety	NOUN
cana-1577	364	35	,	,	PUNCT
cana-1577	364	36	speed	speed	NOUN
cana-1577	364	37	,	,	PUNCT
cana-1577	364	38	and	and	CCONJ
cana-1577	364	39	cost	cost	NOUN
cana-1577	364	40	-	-	PUNCT
cana-1577	364	41	effectiveness	effectiveness	NOUN
cana-1577	364	42	.	.	PUNCT
cana-1577	365	1	the	the	DET
cana-1577	365	2	real	real	ADJ
cana-1577	365	3	-	-	PUNCT
cana-1577	365	4	world	world	NOUN
cana-1577	365	5	benefits	benefit	NOUN
cana-1577	365	6	of	of	ADP
cana-1577	365	7	using	use	VERB
cana-1577	365	8	machine	machine	NOUN
cana-1577	365	9	learning	learning	NOUN
cana-1577	365	10	,	,	PUNCT
cana-1577	365	11	mixed	mixed	ADJ
cana-1577	365	12	models	model	NOUN
cana-1577	365	13	,	,	PUNCT
cana-1577	365	14	and	and	CCONJ
cana-1577	365	15	mechanical	mechanical	ADJ
cana-1577	365	16	simulations	simulation	NOUN
cana-1577	365	17	in	in	ADP
cana-1577	365	18	drilling	drilling	NOUN
cana-1577	365	19	processes	process	NOUN
cana-1577	365	20	are	be	AUX
cana-1577	365	21	shown	show	VERB
cana-1577	365	22	in	in	ADP
cana-1577	365	23	these	these	DET
cana-1577	365	24	case	case	NOUN
cana-1577	365	25	studies	study	NOUN
cana-1577	365	26	.	.	PUNCT
cana-1577	366	1	a.	a.	NOUN
cana-1577	366	2	success	success	PROPN
cana-1577	366	3	stories	story	NOUN
cana-1577	366	4	in	in	ADP
cana-1577	366	5	drilling	drill	VERB
cana-1577	366	6	optimization	optimization	NOUN
cana-1577	366	7	it	it	PRON
cana-1577	366	8	has	have	AUX
cana-1577	366	9	been	be	AUX
cana-1577	366	10	supportive	supportive	ADJ
cana-1577	366	11	for	for	ADP
cana-1577	366	12	a	a	DET
cana-1577	366	13	few	few	ADJ
cana-1577	366	14	oil	oil	NOUN
cana-1577	366	15	and	and	CCONJ
cana-1577	366	16	gas	gas	NOUN
cana-1577	366	17	businesses	business	NOUN
cana-1577	366	18	to	to	PART
cana-1577	366	19	utilize	utilize	VERB
cana-1577	366	20	progressed	progress	VERB
cana-1577	366	21	modeling	modeling	NOUN
cana-1577	366	22	strategies	strategy	NOUN
cana-1577	366	23	to	to	PART
cana-1577	366	24	move	move	VERB
cana-1577	366	25	forward	forward	ADV
cana-1577	366	26	both	both	CCONJ
cana-1577	366	27	the	the	DET
cana-1577	366	28	amount	amount	NOUN
cana-1577	366	29	and	and	CCONJ
cana-1577	366	30	quality	quality	NOUN
cana-1577	366	31	of	of	ADP
cana-1577	366	32	their	their	PRON
cana-1577	366	33	burrowing	burrow	VERB
cana-1577	366	34	exercises	exercise	NOUN
cana-1577	366	35	.	.	PUNCT
cana-1577	367	1	one	one	NUM
cana-1577	367	2	well	well	ADV
cana-1577	367	3	-	-	PUNCT
cana-1577	367	4	known	know	VERB
cana-1577	367	5	case	case	NOUN
cana-1577	367	6	is	be	AUX
cana-1577	367	7	how	how	SCONJ
cana-1577	367	8	machine	machine	NOUN
cana-1577	367	9	learning	learning	NOUN
cana-1577	367	10	strategies	strategy	NOUN
cana-1577	367	11	are	be	AUX
cana-1577	367	12	utilized	utilize	VERB
cana-1577	367	13	to	to	PART
cana-1577	367	14	move	move	VERB
cana-1577	367	15	forward	forward	ADV
cana-1577	367	16	the	the	DET
cana-1577	367	17	rate	rate	NOUN
cana-1577	367	18	of	of	ADP
cana-1577	367	19	infiltration	infiltration	NOUN
cana-1577	367	20	(	(	PUNCT
cana-1577	367	21	rop	rop	PROPN
cana-1577	367	22	)	)	PUNCT
cana-1577	367	23	in	in	ADP
cana-1577	367	24	difficult	difficult	ADJ
cana-1577	367	25	shake	shake	NOUN
cana-1577	367	26	arrangements	arrangement	NOUN
cana-1577	367	27	.	.	PUNCT
cana-1577	368	1	in	in	ADP
cana-1577	368	2	this	this	DET
cana-1577	368	3	case	case	NOUN
cana-1577	368	4	,	,	PUNCT
cana-1577	368	5	a	a	DET
cana-1577	368	6	company	company	NOUN
cana-1577	368	7	utilized	utilize	VERB
cana-1577	368	8	neural	neural	ADJ
cana-1577	368	9	systems	system	NOUN
cana-1577	368	10	to	to	PART
cana-1577	368	11	see	see	VERB
cana-1577	368	12	at	at	ADP
cana-1577	368	13	ancient	ancient	ADJ
cana-1577	368	14	penetrating	penetrate	VERB
cana-1577	368	15	information	information	NOUN
cana-1577	368	16	and	and	CCONJ
cana-1577	368	17	sensor	sensor	NOUN
cana-1577	368	18	inputs	input	NOUN
cana-1577	368	19	in	in	ADP
cana-1577	368	20	genuine	genuine	ADJ
cana-1577	368	21	time	time	NOUN
cana-1577	368	22	,	,	PUNCT
cana-1577	368	23	which	which	PRON
cana-1577	368	24	made	make	VERB
cana-1577	368	25	it	it	PRON
cana-1577	368	26	conceivable	conceivable	ADJ
cana-1577	368	27	to	to	PART
cana-1577	368	28	create	create	VERB
cana-1577	368	29	exact	exact	ADJ
cana-1577	368	30	rop	rop	PROPN
cana-1577	368	31	gauges	gauge	NOUN
cana-1577	368	32	.	.	PUNCT
cana-1577	369	1	by	by	ADP
cana-1577	369	2	making	make	VERB
cana-1577	369	3	changes	change	NOUN
cana-1577	369	4	to	to	ADP
cana-1577	369	5	the	the	DET
cana-1577	369	6	penetrating	penetrate	VERB
cana-1577	369	7	settings	setting	NOUN
cana-1577	369	8	based	base	VERB
cana-1577	369	9	on	on	ADP
cana-1577	369	10	these	these	DET
cana-1577	369	11	forecasts	forecast	NOUN
cana-1577	369	12	,	,	PUNCT
cana-1577	369	13	the	the	DET
cana-1577	369	14	company	company	NOUN
cana-1577	369	15	cut	cut	VERB
cana-1577	369	16	down	down	ADP
cana-1577	369	17	on	on	ADP
cana-1577	369	18	time	time	NOUN
cana-1577	369	19	that	that	PRON
cana-1577	369	20	was	be	AUX
cana-1577	369	21	n't	not	PART
cana-1577	369	22	being	be	AUX
cana-1577	369	23	utilized	utilize	VERB
cana-1577	369	24	for	for	ADP
cana-1577	369	25	work	work	NOUN
cana-1577	369	26	and	and	CCONJ
cana-1577	369	27	raised	raise	VERB
cana-1577	369	28	the	the	DET
cana-1577	369	29	productivity	productivity	NOUN
cana-1577	369	30	of	of	ADP
cana-1577	369	31	burrowing	burrow	VERB
cana-1577	369	32	by	by	ADP
cana-1577	369	33	more	more	ADJ
cana-1577	369	34	than	than	ADP
cana-1577	369	35	20	20	NUM
cana-1577	369	36	%	%	NOUN
cana-1577	369	37	.	.	PUNCT
cana-1577	370	1	since	since	SCONJ
cana-1577	370	2	of	of	ADP
cana-1577	370	3	this	this	DET
cana-1577	370	4	alter	alter	NOUN
cana-1577	370	5	,	,	PUNCT
cana-1577	370	6	enormous	enormous	ADJ
cana-1577	370	7	cash	cash	NOUN
cana-1577	370	8	was	be	AUX
cana-1577	370	9	spared	spare	VERB
cana-1577	370	10	and	and	CCONJ
cana-1577	370	11	burrowing	burrowing	NOUN
cana-1577	370	12	took	take	VERB
cana-1577	370	13	less	less	ADJ
cana-1577	370	14	time	time	NOUN
cana-1577	370	15	generally	generally	ADV
cana-1577	370	16	.	.	PUNCT
cana-1577	371	1	utilizing	utilize	VERB
cana-1577	371	2	half	half	ADJ
cana-1577	371	3	breed	breed	NOUN
cana-1577	371	4	models	model	NOUN
cana-1577	371	5	to	to	PART
cana-1577	371	6	improve	improve	VERB
cana-1577	371	7	wellbore	wellbore	NOUN
cana-1577	371	8	solidness	solidness	NOUN
cana-1577	371	9	and	and	CCONJ
cana-1577	371	10	get	get	VERB
cana-1577	371	11	the	the	DET
cana-1577	371	12	finest	fine	ADJ
cana-1577	371	13	qualities	quality	NOUN
cana-1577	371	14	from	from	ADP
cana-1577	371	15	boring	boring	ADJ
cana-1577	371	16	liquid	liquid	NOUN
cana-1577	371	17	is	be	AUX
cana-1577	371	18	another	another	DET
cana-1577	371	19	illustration	illustration	NOUN
cana-1577	371	20	of	of	ADP
cana-1577	371	21	a	a	DET
cana-1577	371	22	victory	victory	NOUN
cana-1577	371	23	story	story	NOUN
cana-1577	371	24	[	[	X
cana-1577	371	25	24	24	NUM
cana-1577	371	26	]	]	PUNCT
cana-1577	371	27	.	.	PUNCT
cana-1577	372	1	combining	combine	VERB
cana-1577	372	2	machine	machine	NOUN
cana-1577	372	3	learning	learning	NOUN
cana-1577	372	4	models	model	NOUN
cana-1577	372	5	with	with	ADP
cana-1577	372	6	physics	physics	NOUN
cana-1577	372	7	-	-	PUNCT
cana-1577	372	8	based	base	VERB
cana-1577	372	9	re	re	NOUN
cana-1577	372	10	-	-	NOUN
cana-1577	372	11	enactments	enactment	NOUN
cana-1577	372	12	made	make	VERB
cana-1577	372	13	a	a	DET
cana-1577	372	14	difference	difference	NOUN
cana-1577	372	15	administrators	administrator	NOUN
cana-1577	372	16	make	make	VERB
cana-1577	372	17	custom	custom	NOUN
cana-1577	372	18	penetrating	penetrate	VERB
cana-1577	372	19	liquid	liquid	ADJ
cana-1577	372	20	blends	blend	NOUN
cana-1577	372	21	that	that	PRON
cana-1577	372	22	kept	keep	VERB
cana-1577	372	23	the	the	DET
cana-1577	372	24	stream	stream	NOUN
cana-1577	372	25	going	go	VERB
cana-1577	372	26	and	and	CCONJ
cana-1577	372	27	harmed	harm	VERB
cana-1577	372	28	the	the	DET
cana-1577	372	29	shake	shake	NOUN
cana-1577	372	30	as	as	ADV
cana-1577	372	31	small	small	ADJ
cana-1577	372	32	as	as	ADP
cana-1577	372	33	conceivable	conceivable	ADJ
cana-1577	372	34	.	.	PUNCT
cana-1577	373	1	this	this	DET
cana-1577	373	2	strategy	strategy	NOUN
cana-1577	373	3	cut	cut	VERB
cana-1577	373	4	down	down	ADP
cana-1577	373	5	on	on	ADP
cana-1577	373	6	fluid	fluid	NOUN
cana-1577	373	7	-	-	PUNCT
cana-1577	373	8	related	relate	VERB
cana-1577	373	9	downtime	downtime	NOUN
cana-1577	373	10	by	by	ADP
cana-1577	373	11	15	15	NUM
cana-1577	373	12	%	%	NOUN
cana-1577	373	13	and	and	CCONJ
cana-1577	373	14	made	make	VERB
cana-1577	373	15	the	the	DET
cana-1577	373	16	wellbore	wellbore	NOUN
cana-1577	373	17	more	more	ADV
cana-1577	373	18	steady	steady	ADJ
cana-1577	373	19	,	,	PUNCT
cana-1577	373	20	which	which	PRON
cana-1577	373	21	brings	bring	VERB
cana-1577	373	22	down	down	ADP
cana-1577	373	23	the	the	DET
cana-1577	373	24	chance	chance	NOUN
cana-1577	373	25	of	of	ADP
cana-1577	373	26	blowouts	blowout	NOUN
cana-1577	373	27	and	and	CCONJ
cana-1577	373	28	other	other	ADJ
cana-1577	373	29	security	security	NOUN
cana-1577	373	30	issues	issue	NOUN
cana-1577	373	31	.	.	PUNCT
cana-1577	374	1	unthinking	unthinking	ADJ
cana-1577	374	2	models	model	NOUN
cana-1577	374	3	have	have	AUX
cana-1577	374	4	moreover	moreover	ADV
cana-1577	374	5	been	be	AUX
cana-1577	374	6	utilized	utilize	VERB
cana-1577	374	7	to	to	PART
cana-1577	374	8	move	move	VERB
cana-1577	374	9	forward	forward	ADV
cana-1577	374	10	the	the	DET
cana-1577	374	11	plan	plan	NOUN
cana-1577	374	12	of	of	ADP
cana-1577	374	13	penetrate	penetrate	VERB
cana-1577	374	14	strings	string	NOUN
cana-1577	374	15	and	and	CCONJ
cana-1577	374	16	bits	bit	NOUN
cana-1577	374	17	,	,	PUNCT
cana-1577	374	18	which	which	PRON
cana-1577	374	19	has	have	AUX
cana-1577	374	20	driven	drive	VERB
cana-1577	374	21	to	to	ADP
cana-1577	374	22	enormous	enormous	ADJ
cana-1577	374	23	changes	change	NOUN
cana-1577	374	24	in	in	ADP
cana-1577	374	25	how	how	SCONJ
cana-1577	374	26	well	well	ADV
cana-1577	374	27	they	they	PRON
cana-1577	374	28	bore	bear	VERB
cana-1577	374	29	.	.	PUNCT
cana-1577	375	1	one	one	NUM
cana-1577	375	2	company	company	NOUN
cana-1577	375	3	utilized	utilize	VERB
cana-1577	375	4	limited	limited	ADJ
cana-1577	375	5	component	component	NOUN
cana-1577	375	6	investigation	investigation	NOUN
cana-1577	375	7	(	(	PUNCT
cana-1577	375	8	fea	fea	NOUN
cana-1577	375	9	)	)	PUNCT
cana-1577	375	10	to	to	PART
cana-1577	375	11	demonstrate	demonstrate	VERB
cana-1577	375	12	how	how	SCONJ
cana-1577	375	13	the	the	DET
cana-1577	375	14	bore	bore	NOUN
cana-1577	375	15	string	string	NOUN
cana-1577	375	16	would	would	AUX
cana-1577	375	17	carry	carry	VERB
cana-1577	375	18	on	on	ADP
cana-1577	375	19	mechanically	mechanically	ADV
cana-1577	375	20	beneath	beneath	ADP
cana-1577	375	21	distinctive	distinctive	ADJ
cana-1577	375	22	loads	load	NOUN
cana-1577	375	23	.	.	PUNCT
cana-1577	376	1	the	the	DET
cana-1577	376	2	company	company	NOUN
cana-1577	376	3	utilized	utilize	VERB
cana-1577	376	4	the	the	DET
cana-1577	376	5	data	datum	NOUN
cana-1577	376	6	from	from	ADP
cana-1577	376	7	these	these	DET
cana-1577	376	8	models	model	NOUN
cana-1577	376	9	to	to	PART
cana-1577	376	10	create	create	VERB
cana-1577	376	11	a	a	DET
cana-1577	376	12	more	more	ADV
cana-1577	376	13	grounded	ground	VERB
cana-1577	376	14	penetrate	penetrate	ADJ
cana-1577	376	15	string	string	NOUN
cana-1577	376	16	that	that	PRON
cana-1577	376	17	decreased	decrease	VERB
cana-1577	376	18	vibration	vibration	NOUN
cana-1577	376	19	and	and	CCONJ
cana-1577	376	20	wear	wear	VERB
cana-1577	376	21	.	.	PUNCT
cana-1577	377	1	this	this	PRON
cana-1577	377	2	made	make	VERB
cana-1577	377	3	the	the	DET
cana-1577	377	4	bits	bit	NOUN
cana-1577	377	5	last	last	ADJ
cana-1577	377	6	30	30	NUM
cana-1577	377	7	%	%	NOUN
cana-1577	377	8	longer	long	ADV
cana-1577	377	9	and	and	CCONJ
cana-1577	377	10	cut	cut	VERB
cana-1577	377	11	down	down	ADP
cana-1577	377	12	on	on	ADP
cana-1577	377	13	overhauling	overhaul	VERB
cana-1577	377	14	costs	cost	NOUN
cana-1577	377	15	by	by	ADP
cana-1577	377	16	a	a	DET
cana-1577	377	17	huge	huge	ADJ
cana-1577	377	18	sum	sum	NOUN
cana-1577	377	19	.	.	PUNCT
cana-1577	378	1	b.	b.	PROPN
cana-1577	378	2	lessons	lesson	NOUN
cana-1577	378	3	learned	learn	VERB
cana-1577	378	4	indeed	indeed	ADV
cana-1577	378	5	in	in	ADP
cana-1577	378	6	spite	spite	NOUN
cana-1577	378	7	of	of	ADP
cana-1577	378	8	the	the	DET
cana-1577	378	9	fact	fact	NOUN
cana-1577	378	10	that	that	PRON
cana-1577	378	11	progressed	progress	VERB
cana-1577	378	12	modeling	modeling	NOUN
cana-1577	378	13	strategies	strategy	NOUN
cana-1577	378	14	have	have	AUX
cana-1577	378	15	been	be	AUX
cana-1577	378	16	valuable	valuable	ADJ
cana-1577	378	17	for	for	ADP
cana-1577	378	18	progressing	progress	VERB
cana-1577	378	19	boring	boring	ADJ
cana-1577	378	20	effectiveness	effectiveness	NOUN
cana-1577	378	21	,	,	PUNCT
cana-1577	378	22	there	there	PRON
cana-1577	378	23	have	have	AUX
cana-1577	378	24	been	be	AUX
cana-1577	378	25	a	a	DET
cana-1577	378	26	few	few	ADJ
cana-1577	378	27	issues	issue	NOUN
cana-1577	378	28	with	with	ADP
cana-1577	378	29	utilizing	utilize	VERB
cana-1577	378	30	them	they	PRON
cana-1577	378	31	.	.	PUNCT
cana-1577	379	1	making	make	VERB
cana-1577	379	2	beyond	beyond	ADP
cana-1577	379	3	any	any	DET
cana-1577	379	4	doubt	doubt	NOUN
cana-1577	379	5	that	that	SCONJ
cana-1577	379	6	information	information	NOUN
cana-1577	379	7	is	be	AUX
cana-1577	379	8	accessible	accessible	ADJ
cana-1577	379	9	and	and	CCONJ
cana-1577	379	10	of	of	ADP
cana-1577	379	11	great	great	ADJ
cana-1577	379	12	quality	quality	NOUN
cana-1577	379	13	may	may	AUX
cana-1577	379	14	be	be	AUX
cana-1577	379	15	a	a	DET
cana-1577	379	16	issue	issue	NOUN
cana-1577	379	17	that	that	SCONJ
cana-1577	379	18	numerous	numerous	ADJ
cana-1577	379	19	individuals	individual	NOUN
cana-1577	379	20	confront	confront	VERB
cana-1577	379	21	,	,	PUNCT
cana-1577	379	22	since	since	SCONJ
cana-1577	379	23	viable	viable	ADJ
cana-1577	379	24	modeling	modeling	NOUN
cana-1577	379	25	depends	depend	VERB
cana-1577	379	26	on	on	ADP
cana-1577	379	27	having	have	VERB
cana-1577	379	28	great	great	ADJ
cana-1577	379	29	input	input	NOUN
cana-1577	379	30	information	information	NOUN
cana-1577	379	31	.	.	PUNCT
cana-1577	380	1	to	to	PART
cana-1577	380	2	bargain	bargain	VERB
cana-1577	380	3	with	with	ADP
cana-1577	380	4	this	this	DET
cana-1577	380	5	issue	issue	NOUN
cana-1577	380	6	,	,	PUNCT
cana-1577	380	7	businesses	business	NOUN
cana-1577	380	8	have	have	AUX
cana-1577	380	9	put	put	VERB
cana-1577	380	10	in	in	ADP
cana-1577	380	11	put	put	VERB
cana-1577	380	12	solid	solid	ADJ
cana-1577	380	13	data	datum	NOUN
cana-1577	380	14	management	management	NOUN
cana-1577	380	15	arrangements	arrangement	NOUN
cana-1577	380	16	and	and	CCONJ
cana-1577	380	17	bought	buy	VERB
cana-1577	380	18	screen	screen	NOUN
cana-1577	380	19	innovation	innovation	NOUN
cana-1577	380	20	to	to	PART
cana-1577	380	21	form	form	VERB
cana-1577	380	22	the	the	DET
cana-1577	380	23	forms	form	NOUN
cana-1577	380	24	of	of	ADP
cana-1577	380	25	collecting	collect	VERB
cana-1577	380	26	and	and	CCONJ
cana-1577	380	27	checking	check	VERB
cana-1577	380	28	information	information	NOUN
cana-1577	380	29	way	way	ADV
cana-1577	380	30	better	well	ADV
cana-1577	380	31	.	.	PUNCT
cana-1577	381	1	adding	add	VERB
cana-1577	381	2	advanced	advanced	ADJ
cana-1577	381	3	models	model	NOUN
cana-1577	381	4	to	to	ADP
cana-1577	381	5	current	current	ADJ
cana-1577	381	6	frameworks	framework	NOUN
cana-1577	381	7	and	and	CCONJ
cana-1577	381	8	forms	form	NOUN
cana-1577	381	9	is	be	AUX
cana-1577	381	10	another	another	DET
cana-1577	381	11	problem	problem	NOUN
cana-1577	381	12	that	that	PRON
cana-1577	381	13	has	have	VERB
cana-1577	381	14	to	to	PART
cana-1577	381	15	be	be	AUX
cana-1577	381	16	solved	solve	VERB
cana-1577	381	17	.	.	PUNCT
cana-1577	382	1	to	to	PART
cana-1577	382	2	do	do	VERB
cana-1577	382	3	this	this	PRON
cana-1577	382	4	,	,	PUNCT
cana-1577	382	5	modeling	modeling	NOUN
cana-1577	382	6	strategies	strategy	NOUN
cana-1577	382	7	ought	ought	AUX
cana-1577	382	8	to	to	PART
cana-1577	382	9	be	be	AUX
cana-1577	382	10	carefully	carefully	ADV
cana-1577	382	11	coordinated	coordinate	VERB
cana-1577	382	12	with	with	ADP
cana-1577	382	13	down	down	ADP
cana-1577	382	14	to	to	ADP
cana-1577	382	15	earth	earth	NOUN
cana-1577	382	16	forms	form	NOUN
cana-1577	382	17	,	,	PUNCT
cana-1577	382	18	and	and	CCONJ
cana-1577	382	19	staff	staff	NOUN
cana-1577	382	20	must	must	AUX
cana-1577	382	21	be	be	AUX
cana-1577	382	22	instructed	instruct	VERB
cana-1577	382	23	how	how	SCONJ
cana-1577	382	24	to	to	PART
cana-1577	382	25	utilize	utilize	VERB
cana-1577	382	26	these	these	DET
cana-1577	382	27	devices	device	NOUN
cana-1577	382	28	accurately	accurately	ADV
cana-1577	382	29	.	.	PUNCT
cana-1577	383	1	companies	company	NOUN
cana-1577	383	2	that	that	PRON
cana-1577	383	3	have	have	AUX
cana-1577	383	4	been	be	AUX
cana-1577	383	5	effective	effective	ADJ
cana-1577	383	6	at	at	ADP
cana-1577	383	7	integration	integration	NOUN
cana-1577	383	8	have	have	AUX
cana-1577	383	9	done	do	VERB
cana-1577	383	10	it	it	PRON
cana-1577	383	11	in	in	ADP
cana-1577	383	12	stages	stage	NOUN
cana-1577	383	13	,	,	PUNCT
cana-1577	383	14	beginning	begin	VERB
cana-1577	383	15	with	with	ADP
cana-1577	383	16	test	test	NOUN
cana-1577	383	17	projects	project	NOUN
cana-1577	383	18	to	to	PART
cana-1577	383	19	undertake	undertake	VERB
cana-1577	383	20	and	and	CCONJ
cana-1577	383	21	move	move	VERB
cana-1577	383	22	forward	forward	ADV
cana-1577	383	23	models	model	NOUN
cana-1577	383	24	some	some	DET
cana-1577	383	25	time	time	NOUN
cana-1577	383	26	recently	recently	ADV
cana-1577	383	27	putting	put	VERB
cana-1577	383	28	them	they	PRON
cana-1577	383	29	into	into	ADP
cana-1577	383	30	utilize	utilize	NOUN
cana-1577	383	31	over	over	ADP
cana-1577	383	32	all	all	PRON
cana-1577	383	33	of	of	ADP
cana-1577	383	34	their	their	PRON
cana-1577	383	35	forms	form	NOUN
cana-1577	383	36	.	.	PUNCT
cana-1577	384	1	this	this	DET
cana-1577	384	2	iterative	iterative	NOUN
cana-1577	384	3	handle	handle	NOUN
cana-1577	384	4	makes	make	VERB
cana-1577	384	5	it	it	PRON
cana-1577	384	6	conceivable	conceivable	ADJ
cana-1577	384	7	to	to	PART
cana-1577	384	8	keep	keep	VERB
cana-1577	384	9	moving	move	VERB
cana-1577	384	10	forward	forward	ADV
cana-1577	384	11	models	model	NOUN
cana-1577	384	12	and	and	CCONJ
cana-1577	384	13	changing	change	VERB
cana-1577	384	14	them	they	PRON
cana-1577	384	15	to	to	PART
cana-1577	384	16	fit	fit	VERB
cana-1577	384	17	the	the	DET
cana-1577	384	18	requirements	requirement	NOUN
cana-1577	384	19	of	of	ADP
cana-1577	384	20	operations	operation	NOUN
cana-1577	384	21	.	.	PUNCT
cana-1577	385	1	it	it	PRON
cana-1577	385	2	has	have	AUX
cana-1577	385	3	too	too	ADV
cana-1577	385	4	been	be	AUX
cana-1577	385	5	pointed	point	VERB
cana-1577	385	6	out	out	ADP
cana-1577	385	7	how	how	SCONJ
cana-1577	385	8	imperative	imperative	ADJ
cana-1577	385	9	it	it	PRON
cana-1577	385	10	is	be	AUX
cana-1577	385	11	for	for	SCONJ
cana-1577	385	12	information	information	NOUN
cana-1577	385	13	researchers	researcher	NOUN
cana-1577	385	14	and	and	CCONJ
cana-1577	385	15	boring	boring	ADJ
cana-1577	385	16	engineers	engineer	NOUN
cana-1577	385	17	to	to	PART
cana-1577	385	18	work	work	VERB
cana-1577	385	19	together	together	ADV
cana-1577	385	20	communications	communication	NOUN
cana-1577	385	21	on	on	ADP
cana-1577	385	22	applied	apply	VERB
cana-1577	385	23	nonlinear	nonlinear	ADJ
cana-1577	385	24	analysis	analysis	NOUN
cana-1577	385	25	issn	issn	NOUN
cana-1577	385	26	:	:	PUNCT
cana-1577	385	27	1074	1074	NUM
cana-1577	385	28	-	-	PUNCT
cana-1577	385	29	133x	133x	NUM
cana-1577	385	30	vol	vol	NOUN
cana-1577	385	31	31	31	NUM
cana-1577	385	32	no	no	NOUN
cana-1577	385	33	.	.	PUNCT
cana-1577	386	1	8s	8s	PROPN
cana-1577	386	2	(	(	PUNCT
cana-1577	386	3	2024	2024	NUM
cana-1577	386	4	)	)	PUNCT
cana-1577	386	5	689	689	NUM
cana-1577	386	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	386	7	over	over	ADP
cana-1577	386	8	disciplines	discipline	NOUN
cana-1577	386	9	in	in	ADP
cana-1577	386	10	arrange	arrange	NOUN
cana-1577	386	11	for	for	ADP
cana-1577	386	12	execution	execution	NOUN
cana-1577	386	13	to	to	PART
cana-1577	386	14	go	go	VERB
cana-1577	386	15	easily	easily	ADV
cana-1577	386	16	.	.	PUNCT
cana-1577	387	1	companies	company	NOUN
cana-1577	387	2	have	have	AUX
cana-1577	387	3	been	be	AUX
cana-1577	387	4	able	able	ADJ
cana-1577	387	5	to	to	PART
cana-1577	387	6	utilize	utilize	VERB
cana-1577	387	7	the	the	DET
cana-1577	387	8	aptitudes	aptitude	NOUN
cana-1577	387	9	of	of	ADP
cana-1577	387	10	both	both	DET
cana-1577	387	11	groups	group	NOUN
cana-1577	387	12	to	to	PART
cana-1577	387	13	form	form	VERB
cana-1577	387	14	models	model	NOUN
cana-1577	387	15	that	that	PRON
cana-1577	387	16	work	work	VERB
cana-1577	387	17	well	well	ADV
cana-1577	387	18	actually	actually	ADV
cana-1577	387	19	and	and	CCONJ
cana-1577	387	20	in	in	ADP
cana-1577	387	21	genuine	genuine	ADJ
cana-1577	387	22	life	life	NOUN
cana-1577	387	23	by	by	ADP
cana-1577	387	24	empowering	empower	VERB
cana-1577	387	25	them	they	PRON
cana-1577	387	26	to	to	PART
cana-1577	387	27	work	work	VERB
cana-1577	387	28	together	together	ADV
cana-1577	387	29	and	and	CCONJ
cana-1577	387	30	share	share	VERB
cana-1577	387	31	their	their	PRON
cana-1577	387	32	information	information	NOUN
cana-1577	387	33	.	.	PUNCT
cana-1577	388	1	cross	cross	ADJ
cana-1577	388	2	-	-	ADJ
cana-1577	388	3	disciplinary	disciplinary	ADJ
cana-1577	388	4	classes	class	NOUN
cana-1577	388	5	and	and	CCONJ
cana-1577	388	6	preparing	prepare	VERB
cana-1577	388	7	programs	program	NOUN
cana-1577	388	8	have	have	AUX
cana-1577	388	9	made	make	VERB
cana-1577	388	10	a	a	DET
cana-1577	388	11	difference	difference	NOUN
cana-1577	388	12	individuals	individual	NOUN
cana-1577	388	13	from	from	ADP
cana-1577	388	14	diverse	diverse	ADJ
cana-1577	388	15	areas	area	NOUN
cana-1577	388	16	get	get	VERB
cana-1577	388	17	it	it	PRON
cana-1577	388	18	each	each	DET
cana-1577	388	19	other	other	ADJ
cana-1577	388	20	way	way	NOUN
cana-1577	388	21	better	well	ADV
cana-1577	388	22	and	and	CCONJ
cana-1577	388	23	make	make	VERB
cana-1577	388	24	beyond	beyond	ADP
cana-1577	388	25	any	any	DET
cana-1577	388	26	doubt	doubt	NOUN
cana-1577	388	27	that	that	SCONJ
cana-1577	388	28	groups	group	NOUN
cana-1577	388	29	can	can	AUX
cana-1577	388	30	work	work	VERB
cana-1577	388	31	well	well	ADV
cana-1577	388	32	together	together	ADV
cana-1577	388	33	.	.	PUNCT
cana-1577	389	1	one	one	NUM
cana-1577	389	2	of	of	ADP
cana-1577	389	3	the	the	DET
cana-1577	389	4	leading	lead	VERB
cana-1577	389	5	ways	way	NOUN
cana-1577	389	6	to	to	PART
cana-1577	389	7	utilize	utilize	VERB
cana-1577	389	8	modeling	model	VERB
cana-1577	389	9	strategies	strategy	NOUN
cana-1577	389	10	in	in	ADP
cana-1577	389	11	boring	boring	NOUN
cana-1577	389	12	is	be	AUX
cana-1577	389	13	to	to	PART
cana-1577	389	14	set	set	VERB
cana-1577	389	15	clear	clear	ADJ
cana-1577	389	16	objectives	objective	NOUN
cana-1577	389	17	and	and	CCONJ
cana-1577	389	18	execution	execution	NOUN
cana-1577	389	19	measures	measure	NOUN
cana-1577	389	20	for	for	ADP
cana-1577	389	21	each	each	DET
cana-1577	389	22	venture	venture	NOUN
cana-1577	389	23	.	.	PUNCT
cana-1577	390	1	this	this	PRON
cana-1577	390	2	makes	make	VERB
cana-1577	390	3	a	a	DET
cana-1577	390	4	difference	difference	NOUN
cana-1577	390	5	make	make	NOUN
cana-1577	390	6	beyond	beyond	ADP
cana-1577	390	7	any	any	DET
cana-1577	390	8	doubt	doubt	NOUN
cana-1577	390	9	that	that	SCONJ
cana-1577	390	10	the	the	DET
cana-1577	390	11	models	model	NOUN
cana-1577	390	12	are	be	AUX
cana-1577	390	13	in	in	ADP
cana-1577	390	14	line	line	NOUN
cana-1577	390	15	with	with	ADP
cana-1577	390	16	viable	viable	ADJ
cana-1577	390	17	objectives	objective	NOUN
cana-1577	390	18	and	and	CCONJ
cana-1577	390	19	produce	produce	VERB
cana-1577	390	20	genuine	genuine	ADJ
cana-1577	390	21	esteem	esteem	NOUN
cana-1577	390	22	.	.	PUNCT
cana-1577	391	1	checking	check	VERB
cana-1577	391	2	and	and	CCONJ
cana-1577	391	3	approving	approve	VERB
cana-1577	391	4	show	show	NOUN
cana-1577	391	5	execution	execution	NOUN
cana-1577	391	6	on	on	ADP
cana-1577	391	7	a	a	DET
cana-1577	391	8	regular	regular	ADJ
cana-1577	391	9	premise	premise	NOUN
cana-1577	391	10	is	be	AUX
cana-1577	391	11	moreover	moreover	ADV
cana-1577	391	12	important	important	ADJ
cana-1577	391	13	because	because	SCONJ
cana-1577	391	14	it	it	PRON
cana-1577	391	15	makes	make	VERB
cana-1577	391	16	a	a	DET
cana-1577	391	17	difference	difference	NOUN
cana-1577	391	18	groups	group	NOUN
cana-1577	391	19	discover	discover	VERB
cana-1577	391	20	and	and	CCONJ
cana-1577	391	21	settle	settle	VERB
cana-1577	391	22	any	any	DET
cana-1577	391	23	issues	issue	NOUN
cana-1577	391	24	or	or	CCONJ
cana-1577	391	25	limits	limit	NOUN
cana-1577	391	26	within	within	ADP
cana-1577	391	27	the	the	DET
cana-1577	391	28	models	model	NOUN
cana-1577	391	29	,	,	PUNCT
cana-1577	391	30	which	which	PRON
cana-1577	391	31	makes	make	VERB
cana-1577	391	32	them	they	PRON
cana-1577	391	33	more	more	ADV
cana-1577	391	34	exact	exact	ADJ
cana-1577	391	35	and	and	CCONJ
cana-1577	391	36	dependable	dependable	ADJ
cana-1577	391	37	over	over	ADP
cana-1577	391	38	time	time	NOUN
cana-1577	391	39	.	.	PUNCT
cana-1577	392	1	vii	vii	PROPN
cana-1577	392	2	.	.	PROPN
cana-1577	392	3	conclusion	conclusion	VERB
cana-1577	392	4	the	the	DET
cana-1577	392	5	integration	integration	NOUN
cana-1577	392	6	of	of	ADP
cana-1577	392	7	advanced	advanced	ADJ
cana-1577	392	8	modeling	modeling	NOUN
cana-1577	392	9	methodologies	methodology	NOUN
cana-1577	392	10	in	in	ADP
cana-1577	392	11	boring	boring	ADJ
cana-1577	392	12	operations	operation	NOUN
cana-1577	392	13	marks	mark	VERB
cana-1577	392	14	a	a	DET
cana-1577	392	15	critical	critical	ADJ
cana-1577	392	16	movement	movement	NOUN
cana-1577	392	17	inside	inside	ADP
cana-1577	392	18	the	the	DET
cana-1577	392	19	oil	oil	NOUN
cana-1577	392	20	and	and	CCONJ
cana-1577	392	21	gas	gas	NOUN
cana-1577	392	22	industry	industry	NOUN
cana-1577	392	23	,	,	PUNCT
cana-1577	392	24	promoting	promote	VERB
cana-1577	392	25	a	a	DET
cana-1577	392	26	unused	unused	ADJ
cana-1577	392	27	level	level	NOUN
cana-1577	392	28	of	of	ADP
cana-1577	392	29	exactness	exactness	NOUN
cana-1577	392	30	and	and	CCONJ
cana-1577	392	31	capability	capability	NOUN
cana-1577	392	32	in	in	ADP
cana-1577	392	33	examining	examine	VERB
cana-1577	392	34	and	and	CCONJ
cana-1577	392	35	removing	remove	VERB
cana-1577	392	36	resources	resource	NOUN
cana-1577	392	37	.	.	PUNCT
cana-1577	393	1	these	these	DET
cana-1577	393	2	strategies	strategy	NOUN
cana-1577	393	3	,	,	PUNCT
cana-1577	393	4	checking	check	VERB
cana-1577	393	5	machine	machine	NOUN
cana-1577	393	6	learning	learning	NOUN
cana-1577	393	7	calculations	calculation	NOUN
cana-1577	393	8	,	,	PUNCT
cana-1577	393	9	cross	cross	VERB
cana-1577	393	10	breed	breed	NOUN
cana-1577	393	11	models	model	NOUN
cana-1577	393	12	,	,	PUNCT
cana-1577	393	13	and	and	CCONJ
cana-1577	393	14	negligent	negligent	ADJ
cana-1577	393	15	diversions	diversion	NOUN
cana-1577	393	16	,	,	PUNCT
cana-1577	393	17	deliver	deliver	VERB
cana-1577	393	18	vital	vital	ADJ
cana-1577	393	19	gadgets	gadget	NOUN
cana-1577	393	20	for	for	ADP
cana-1577	393	21	optimizing	optimize	VERB
cana-1577	393	22	entering	enter	VERB
cana-1577	393	23	execution	execution	NOUN
cana-1577	393	24	,	,	PUNCT
cana-1577	393	25	reducing	reduce	VERB
cana-1577	393	26	costs	cost	NOUN
cana-1577	393	27	,	,	PUNCT
cana-1577	393	28	and	and	CCONJ
cana-1577	393	29	overhauling	overhaul	VERB
cana-1577	393	30	security	security	NOUN
cana-1577	393	31	.	.	PUNCT
cana-1577	394	1	by	by	ADP
cana-1577	394	2	leveraging	leverage	VERB
cana-1577	394	3	colossal	colossal	ADJ
cana-1577	394	4	wholes	whole	NOUN
cana-1577	394	5	of	of	ADP
cana-1577	394	6	data	datum	NOUN
cana-1577	394	7	made	make	VERB
cana-1577	394	8	in	in	ADP
cana-1577	394	9	the	the	DET
cana-1577	394	10	midst	midst	NOUN
cana-1577	394	11	of	of	ADP
cana-1577	394	12	boring	boring	ADJ
cana-1577	394	13	works	work	NOUN
cana-1577	394	14	out	out	ADV
cana-1577	394	15	,	,	PUNCT
cana-1577	394	16	chairmen	chairman	NOUN
cana-1577	394	17	can	can	AUX
cana-1577	394	18	choose	choose	VERB
cana-1577	394	19	up	up	ADP
cana-1577	394	20	more	more	ADV
cana-1577	394	21	significant	significant	ADJ
cana-1577	394	22	encounters	encounter	NOUN
cana-1577	394	23	into	into	ADP
cana-1577	394	24	subsurface	subsurface	NOUN
cana-1577	394	25	conditions	condition	NOUN
cana-1577	394	26	and	and	CCONJ
cana-1577	394	27	make	make	VERB
cana-1577	394	28	taught	taught	ADJ
cana-1577	394	29	choices	choice	NOUN
cana-1577	394	30	that	that	PRON
cana-1577	394	31	advance	advance	NOUN
cana-1577	394	32	operational	operational	ADJ
cana-1577	394	33	comes	come	VERB
cana-1577	394	34	about	about	ADP
cana-1577	394	35	.	.	PUNCT
cana-1577	395	1	data	data	NOUN
cana-1577	395	2	-	-	PUNCT
cana-1577	395	3	driven	drive	VERB
cana-1577	395	4	models	model	NOUN
cana-1577	395	5	,	,	PUNCT
cana-1577	395	6	particularly	particularly	ADV
cana-1577	395	7	those	those	PRON
cana-1577	395	8	utilizing	utilize	VERB
cana-1577	395	9	machine	machine	NOUN
cana-1577	395	10	learning	learning	NOUN
cana-1577	395	11	,	,	PUNCT
cana-1577	395	12	have	have	AUX
cana-1577	395	13	outlined	outline	VERB
cana-1577	395	14	their	their	PRON
cana-1577	395	15	capacity	capacity	NOUN
cana-1577	395	16	to	to	PART
cana-1577	395	17	absolutely	absolutely	ADV
cana-1577	395	18	anticipate	anticipate	VERB
cana-1577	395	19	fundamental	fundamental	ADJ
cana-1577	395	20	entering	enter	VERB
cana-1577	395	21	parameters	parameter	NOUN
cana-1577	395	22	such	such	ADJ
cana-1577	395	23	as	as	ADP
cana-1577	395	24	rate	rate	NOUN
cana-1577	395	25	of	of	ADP
cana-1577	395	26	entrance	entrance	NOUN
cana-1577	395	27	,	,	PUNCT
cana-1577	395	28	torque	torque	NOUN
cana-1577	395	29	,	,	PUNCT
cana-1577	395	30	and	and	CCONJ
cana-1577	395	31	drag	drag	VERB
cana-1577	395	32	.	.	PUNCT
cana-1577	396	1	half	half	ADJ
cana-1577	396	2	breed	breed	NOUN
cana-1577	396	3	models	model	NOUN
cana-1577	396	4	,	,	PUNCT
cana-1577	396	5	which	which	PRON
cana-1577	396	6	combine	combine	VERB
cana-1577	396	7	exploratory	exploratory	ADJ
cana-1577	396	8	data	datum	NOUN
cana-1577	396	9	with	with	ADP
cana-1577	396	10	physics	physics	NOUN
cana-1577	396	11	-	-	PUNCT
cana-1577	396	12	based	base	VERB
cana-1577	396	13	re	re	NOUN
cana-1577	396	14	-	-	NOUN
cana-1577	396	15	enactments	enactment	NOUN
cana-1577	396	16	,	,	PUNCT
cana-1577	396	17	offer	offer	VERB
cana-1577	396	18	a	a	DET
cana-1577	396	19	more	more	ADV
cana-1577	396	20	comprehensive	comprehensive	ADJ
cana-1577	396	21	understanding	understanding	NOUN
cana-1577	396	22	of	of	ADP
cana-1577	396	23	entering	enter	VERB
cana-1577	396	24	stream	stream	NOUN
cana-1577	396	25	,	,	PUNCT
cana-1577	396	26	capturing	capture	VERB
cana-1577	396	27	both	both	DET
cana-1577	396	28	observed	observed	ADJ
cana-1577	396	29	practices	practice	NOUN
cana-1577	396	30	and	and	CCONJ
cana-1577	396	31	crucial	crucial	ADJ
cana-1577	396	32	physical	physical	ADJ
cana-1577	396	33	measures	measure	NOUN
cana-1577	396	34	.	.	PUNCT
cana-1577	397	1	negligent	negligent	ADJ
cana-1577	397	2	models	model	NOUN
cana-1577	397	3	,	,	PUNCT
cana-1577	397	4	grounded	ground	VERB
cana-1577	397	5	in	in	ADP
cana-1577	397	6	foremost	foremost	ADJ
cana-1577	397	7	coherent	coherent	ADJ
cana-1577	397	8	measures	measure	NOUN
cana-1577	397	9	,	,	PUNCT
cana-1577	397	10	continue	continue	VERB
cana-1577	397	11	to	to	PART
cana-1577	397	12	play	play	VERB
cana-1577	397	13	a	a	DET
cana-1577	397	14	imperative	imperative	ADJ
cana-1577	397	15	portion	portion	NOUN
cana-1577	397	16	in	in	ADP
cana-1577	397	17	mirroring	mirror	VERB
cana-1577	397	18	subsurface	subsurface	NOUN
cana-1577	397	19	stream	stream	NOUN
cana-1577	397	20	and	and	CCONJ
cana-1577	397	21	optimizing	optimize	VERB
cana-1577	397	22	entering	enter	VERB
cana-1577	397	23	strategies	strategy	NOUN
cana-1577	397	24	.	.	PUNCT
cana-1577	398	1	the	the	DET
cana-1577	398	2	effective	effective	ADJ
cana-1577	398	3	execution	execution	NOUN
cana-1577	398	4	of	of	ADP
cana-1577	398	5	these	these	DET
cana-1577	398	6	progressed	progress	VERB
cana-1577	398	7	models	model	NOUN
cana-1577	398	8	has	have	AUX
cana-1577	398	9	driven	drive	VERB
cana-1577	398	10	to	to	ADP
cana-1577	398	11	considerable	considerable	ADJ
cana-1577	398	12	enhancements	enhancement	NOUN
cana-1577	398	13	in	in	ADP
cana-1577	398	14	boring	boring	ADJ
cana-1577	398	15	execution	execution	NOUN
cana-1577	398	16	,	,	PUNCT
cana-1577	398	17	as	as	SCONJ
cana-1577	398	18	illustrated	illustrate	VERB
cana-1577	398	19	by	by	ADP
cana-1577	398	20	various	various	ADJ
cana-1577	398	21	case	case	NOUN
cana-1577	398	22	ponders	ponder	NOUN
cana-1577	398	23	.	.	PUNCT
cana-1577	399	1	be	be	AUX
cana-1577	399	2	that	that	SCONJ
cana-1577	399	3	as	as	SCONJ
cana-1577	399	4	it	it	PRON
cana-1577	399	5	may	may	AUX
cana-1577	399	6	,	,	PUNCT
cana-1577	399	7	challenges	challenge	NOUN
cana-1577	399	8	stay	stay	VERB
cana-1577	399	9	in	in	ADP
cana-1577	399	10	guaranteeing	guarantee	VERB
cana-1577	399	11	information	information	NOUN
cana-1577	399	12	quality	quality	NOUN
cana-1577	399	13	,	,	PUNCT
cana-1577	399	14	coordination	coordination	NOUN
cana-1577	399	15	models	model	NOUN
cana-1577	399	16	into	into	ADP
cana-1577	399	17	existing	exist	VERB
cana-1577	399	18	workflows	workflow	NOUN
cana-1577	399	19	,	,	PUNCT
cana-1577	399	20	and	and	CCONJ
cana-1577	399	21	cultivating	cultivate	VERB
cana-1577	399	22	collaboration	collaboration	NOUN
cana-1577	399	23	between	between	ADP
cana-1577	399	24	information	information	NOUN
cana-1577	399	25	researchers	researcher	NOUN
cana-1577	399	26	and	and	CCONJ
cana-1577	399	27	boring	boring	ADJ
cana-1577	399	28	engineers	engineer	NOUN
cana-1577	399	29	.	.	PUNCT
cana-1577	400	1	tending	tend	VERB
cana-1577	400	2	to	to	ADP
cana-1577	400	3	these	these	DET
cana-1577	400	4	challenges	challenge	NOUN
cana-1577	400	5	is	be	AUX
cana-1577	400	6	basic	basic	ADJ
cana-1577	400	7	for	for	ADP
cana-1577	400	8	realizing	realize	VERB
cana-1577	400	9	the	the	DET
cana-1577	400	10	total	total	ADJ
cana-1577	400	11	potential	potential	NOUN
cana-1577	400	12	of	of	ADP
cana-1577	400	13	progressed	progress	VERB
cana-1577	400	14	modeling	modeling	NOUN
cana-1577	400	15	techniques	technique	NOUN
cana-1577	400	16	and	and	CCONJ
cana-1577	400	17	driving	drive	VERB
cana-1577	400	18	encourage	encourage	VERB
cana-1577	400	19	development	development	NOUN
cana-1577	400	20	within	within	ADP
cana-1577	400	21	the	the	DET
cana-1577	400	22	industry	industry	NOUN
cana-1577	400	23	.	.	PUNCT
cana-1577	401	1	as	as	SCONJ
cana-1577	401	2	the	the	DET
cana-1577	401	3	oil	oil	NOUN
cana-1577	401	4	and	and	CCONJ
cana-1577	401	5	gas	gas	NOUN
cana-1577	401	6	division	division	NOUN
cana-1577	401	7	proceeds	proceed	NOUN
cana-1577	401	8	to	to	PART
cana-1577	401	9	grasp	grasp	VERB
cana-1577	401	10	advanced	advanced	ADJ
cana-1577	401	11	change	change	NOUN
cana-1577	401	12	,	,	PUNCT
cana-1577	401	13	the	the	DET
cana-1577	401	14	part	part	NOUN
cana-1577	401	15	of	of	ADP
cana-1577	401	16	progressed	progress	VERB
cana-1577	401	17	modeling	modeling	NOUN
cana-1577	401	18	strategies	strategy	NOUN
cana-1577	401	19	will	will	AUX
cana-1577	401	20	gotten	get	VERB
cana-1577	401	21	to	to	PART
cana-1577	401	22	be	be	AUX
cana-1577	401	23	progressively	progressively	ADV
cana-1577	401	24	imperative	imperative	ADJ
cana-1577	401	25	.	.	PUNCT
cana-1577	402	1	by	by	ADP
cana-1577	402	2	receiving	receive	VERB
cana-1577	402	3	best	best	ADJ
cana-1577	402	4	hones	hone	NOUN
cana-1577	402	5	and	and	CCONJ
cana-1577	402	6	leveraging	leverage	VERB
cana-1577	402	7	intrigue	intrigue	NOUN
cana-1577	402	8	ability	ability	NOUN
cana-1577	402	9	,	,	PUNCT
cana-1577	402	10	companies	company	NOUN
cana-1577	402	11	can	can	AUX
cana-1577	402	12	optimize	optimize	VERB
cana-1577	402	13	penetrating	penetrate	VERB
cana-1577	402	14	operations	operation	NOUN
cana-1577	402	15	and	and	CCONJ
cana-1577	402	16	contribute	contribute	VERB
cana-1577	402	17	to	to	ADP
cana-1577	402	18	a	a	DET
cana-1577	402	19	more	more	ADV
cana-1577	402	20	maintainable	maintainable	ADJ
cana-1577	402	21	and	and	CCONJ
cana-1577	402	22	productive	productive	ADJ
cana-1577	402	23	vitality	vitality	NOUN
cana-1577	402	24	future	future	NOUN
cana-1577	402	25	.	.	PUNCT
cana-1577	403	1	this	this	DET
cana-1577	403	2	comprehensive	comprehensive	ADJ
cana-1577	403	3	audit	audit	NOUN
cana-1577	403	4	highlights	highlight	VERB
cana-1577	403	5	the	the	DET
cana-1577	403	6	current	current	ADJ
cana-1577	403	7	state	state	NOUN
cana-1577	403	8	and	and	CCONJ
cana-1577	403	9	future	future	ADJ
cana-1577	403	10	prospects	prospect	NOUN
cana-1577	403	11	of	of	ADP
cana-1577	403	12	progressed	progress	VERB
cana-1577	403	13	modeling	modeling	NOUN
cana-1577	403	14	strategies	strategy	NOUN
cana-1577	403	15	,	,	PUNCT
cana-1577	403	16	giving	give	VERB
cana-1577	403	17	important	important	ADJ
cana-1577	403	18	bits	bit	NOUN
cana-1577	403	19	of	of	ADP
cana-1577	403	20	knowledge	knowledge	NOUN
cana-1577	403	21	for	for	ADP
cana-1577	403	22	analysts	analyst	NOUN
cana-1577	403	23	and	and	CCONJ
cana-1577	403	24	industry	industry	NOUN
cana-1577	403	25	experts	expert	NOUN
cana-1577	403	26	looking	look	VERB
cana-1577	403	27	for	for	ADP
cana-1577	403	28	to	to	PART
cana-1577	403	29	improve	improve	VERB
cana-1577	403	30	penetrating	penetrate	VERB
cana-1577	403	31	execution	execution	NOUN
cana-1577	403	32	and	and	CCONJ
cana-1577	403	33	asset	asset	NOUN
cana-1577	403	34	administration	administration	NOUN
cana-1577	403	35	.	.	PUNCT
cana-1577	404	1	references	reference	NOUN
cana-1577	404	2	[	[	X
cana-1577	404	3	1	1	NUM
cana-1577	404	4	]	]	PUNCT
cana-1577	404	5	ganie	ganie	PROPN
cana-1577	404	6	,	,	PUNCT
cana-1577	404	7	a.h	a.h	PROPN
cana-1577	404	8	.	.	PROPN
cana-1577	404	9	;	;	PUNCT
cana-1577	404	10	sadek	sadek	PROPN
cana-1577	404	11	,	,	PUNCT
cana-1577	404	12	l.h	l.h	PROPN
cana-1577	404	13	.	.	PROPN
cana-1577	404	14	;	;	PUNCT
cana-1577	404	15	tharwat	tharwat	VERB
cana-1577	404	16	,	,	PUNCT
cana-1577	404	17	m.m	m.m	PROPN
cana-1577	404	18	.	.	PROPN
cana-1577	404	19	;	;	PUNCT
cana-1577	404	20	iqbal	iqbal	PROPN
cana-1577	404	21	,	,	PUNCT
cana-1577	404	22	m.a	m.a	PROPN
cana-1577	404	23	.	.	PROPN
cana-1577	404	24	;	;	PUNCT
cana-1577	404	25	miah	miah	PROPN
cana-1577	404	26	,	,	PUNCT
cana-1577	404	27	m.m	m.m	PROPN
cana-1577	404	28	.	.	PROPN
cana-1577	404	29	;	;	PUNCT
cana-1577	404	30	rasid	rasid	PROPN
cana-1577	404	31	,	,	PUNCT
cana-1577	404	32	m.m	m.m	PROPN
cana-1577	404	33	.	.	PROPN
cana-1577	404	34	;	;	PUNCT
cana-1577	404	35	elazab	elazab	PROPN
cana-1577	404	36	,	,	PUNCT
cana-1577	404	37	n.s	n.s	PROPN
cana-1577	404	38	.	.	PROPN
cana-1577	404	39	;	;	PUNCT
cana-1577	404	40	osman	osman	PROPN
cana-1577	404	41	,	,	PUNCT
cana-1577	404	42	m.s	m.s	PROPN
cana-1577	404	43	.	.	PROPN
cana-1577	405	1	new	new	ADJ
cana-1577	405	2	investigation	investigation	NOUN
cana-1577	405	3	of	of	ADP
cana-1577	405	4	the	the	DET
cana-1577	405	5	analytical	analytical	ADJ
cana-1577	405	6	behaviors	behavior	NOUN
cana-1577	405	7	for	for	ADP
cana-1577	405	8	some	some	DET
cana-1577	405	9	nonlinear	nonlinear	ADJ
cana-1577	405	10	pdes	pde	NOUN
cana-1577	405	11	in	in	ADP
cana-1577	405	12	mathematical	mathematical	ADJ
cana-1577	405	13	physics	physics	NOUN
cana-1577	405	14	and	and	CCONJ
cana-1577	405	15	modern	modern	ADJ
cana-1577	405	16	engineering	engineering	NOUN
cana-1577	405	17	.	.	PUNCT
cana-1577	406	1	partial	partial	ADJ
cana-1577	406	2	differ	differ	VERB
cana-1577	406	3	.	.	PUNCT
cana-1577	407	1	equ	equ	PROPN
cana-1577	407	2	.	.	PUNCT
cana-1577	407	3	appl	appl	PROPN
cana-1577	407	4	.	.	PROPN
cana-1577	407	5	math	math	PROPN
cana-1577	407	6	.	.	PUNCT
cana-1577	408	1	2024	2024	NUM
cana-1577	408	2	,	,	PUNCT
cana-1577	408	3	9	9	NUM
cana-1577	408	4	,	,	PUNCT
cana-1577	408	5	100608	100608	NUM
cana-1577	408	6	.	.	PUNCT
cana-1577	409	1	[	[	X
cana-1577	409	2	2	2	NUM
cana-1577	409	3	]	]	X
cana-1577	409	4	sobczyk	sobczyk	NOUN
cana-1577	409	5	,	,	PUNCT
cana-1577	409	6	b.	b.	PROPN
cana-1577	409	7	;	;	PUNCT
cana-1577	409	8	pyrzowski	pyrzowski	PROPN
cana-1577	409	9	,	,	PUNCT
cana-1577	409	10	ł	ł	PROPN
cana-1577	409	11	.	.	PROPN
cana-1577	409	12	;	;	PUNCT
cana-1577	409	13	miśkiewicz	miśkiewicz	PROPN
cana-1577	409	14	,	,	PUNCT
cana-1577	409	15	m.	m.	NOUN
cana-1577	409	16	computational	computational	ADJ
cana-1577	409	17	modelling	modelling	NOUN
cana-1577	409	18	of	of	ADP
cana-1577	409	19	historic	historic	ADJ
cana-1577	409	20	masonry	masonry	NOUN
cana-1577	409	21	railroad	railroad	NOUN
cana-1577	409	22	arch	arch	ADJ
cana-1577	409	23	bridges	bridge	NOUN
cana-1577	409	24	.	.	PUNCT
cana-1577	410	1	comput	comput	NOUN
cana-1577	410	2	.	.	PUNCT
cana-1577	410	3	struct	struct	NOUN
cana-1577	410	4	.	.	PUNCT
cana-1577	411	1	2024	2024	NUM
cana-1577	411	2	,	,	PUNCT
cana-1577	411	3	291	291	NUM
cana-1577	411	4	,	,	PUNCT
cana-1577	411	5	107214	107214	NUM
cana-1577	411	6	.	.	PUNCT
cana-1577	412	1	communications	communication	NOUN
cana-1577	412	2	on	on	ADP
cana-1577	412	3	applied	apply	VERB
cana-1577	412	4	nonlinear	nonlinear	ADJ
cana-1577	412	5	analysis	analysis	NOUN
cana-1577	412	6	issn	issn	NOUN
cana-1577	412	7	:	:	PUNCT
cana-1577	412	8	1074	1074	NUM
cana-1577	412	9	-	-	PUNCT
cana-1577	412	10	133x	133x	NUM
cana-1577	412	11	vol	vol	NOUN
cana-1577	412	12	31	31	NUM
cana-1577	412	13	no	no	NOUN
cana-1577	412	14	.	.	PUNCT
cana-1577	413	1	8s	8s	PROPN
cana-1577	413	2	(	(	PUNCT
cana-1577	413	3	2024	2024	NUM
cana-1577	413	4	)	)	PUNCT
cana-1577	413	5	690	690	NUM
cana-1577	413	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	414	1	[	[	X
cana-1577	414	2	3	3	NUM
cana-1577	414	3	]	]	SYM
cana-1577	414	4	alaei	alaei	PROPN
cana-1577	414	5	,	,	PUNCT
cana-1577	414	6	s.	s.	PROPN
cana-1577	414	7	;	;	PUNCT
cana-1577	414	8	durán	durán	NOUN
cana-1577	414	9	-	-	PUNCT
cana-1577	414	10	micco	micco	NOUN
cana-1577	414	11	,	,	PUNCT
cana-1577	414	12	j.	j.	PROPN
cana-1577	414	13	;	;	PUNCT
cana-1577	414	14	macharis	macharis	PROPN
cana-1577	414	15	,	,	PUNCT
cana-1577	414	16	c.	c.	PROPN
cana-1577	414	17	synchromodal	synchromodal	ADJ
cana-1577	414	18	transport	transport	NOUN
cana-1577	414	19	re	re	NOUN
cana-1577	414	20	-	-	NOUN
cana-1577	414	21	planning	planning	NOUN
cana-1577	414	22	:	:	PUNCT
cana-1577	414	23	an	an	DET
cana-1577	414	24	agent	agent	NOUN
cana-1577	414	25	-	-	PUNCT
cana-1577	414	26	based	base	VERB
cana-1577	414	27	simulation	simulation	NOUN
cana-1577	414	28	approach	approach	NOUN
cana-1577	414	29	.	.	PUNCT
cana-1577	415	1	eur	eur	PROPN
cana-1577	415	2	.	.	PUNCT
cana-1577	416	1	transp	transp	PROPN
cana-1577	416	2	.	.	PUNCT
cana-1577	417	1	res	re	NOUN
cana-1577	417	2	.	.	PUNCT
cana-1577	418	1	rev	rev	PROPN
cana-1577	418	2	.	.	PROPN
cana-1577	418	3	2024	2024	NUM
cana-1577	418	4	,	,	PUNCT
cana-1577	418	5	16	16	NUM
cana-1577	418	6	,	,	PUNCT
cana-1577	418	7	1	1	NUM
cana-1577	418	8	.	.	PUNCT
cana-1577	419	1	[	[	X
cana-1577	419	2	4	4	NUM
cana-1577	419	3	]	]	X
cana-1577	419	4	hao	hao	PROPN
cana-1577	419	5	,	,	PUNCT
cana-1577	419	6	d.	d.	PROPN
cana-1577	419	7	;	;	PUNCT
cana-1577	419	8	chen	chen	PROPN
cana-1577	419	9	,	,	PUNCT
cana-1577	419	10	t.	t.	PROPN
cana-1577	419	11	;	;	PUNCT
cana-1577	419	12	guo	guo	PROPN
cana-1577	419	13	,	,	PUNCT
cana-1577	419	14	p.	p.	PROPN
cana-1577	419	15	;	;	PUNCT
cana-1577	419	16	liu	liu	PROPN
cana-1577	419	17	,	,	PUNCT
cana-1577	419	18	d.	d.	PROPN
cana-1577	419	19	;	;	PUNCT
cana-1577	419	20	wang	wang	PROPN
cana-1577	419	21	,	,	PUNCT
cana-1577	419	22	x.	x.	PROPN
cana-1577	419	23	;	;	PUNCT
cana-1577	419	24	huang	huang	PROPN
cana-1577	419	25	,	,	PUNCT
cana-1577	419	26	h.	h.	PROPN
cana-1577	419	27	;	;	PUNCT
cana-1577	419	28	huang	huang	PROPN
cana-1577	419	29	,	,	PUNCT
cana-1577	419	30	j.	j.	PROPN
cana-1577	419	31	;	;	PUNCT
cana-1577	419	32	shan	shan	PROPN
cana-1577	419	33	,	,	PUNCT
cana-1577	419	34	f.	f.	PROPN
cana-1577	419	35	;	;	PUNCT
cana-1577	419	36	yang	yang	PROPN
cana-1577	419	37	,	,	PUNCT
cana-1577	419	38	z.	z.	PROPN
cana-1577	419	39	artificial	artificial	ADJ
cana-1577	419	40	optoelectronic	optoelectronic	ADJ
cana-1577	419	41	synaptic	synaptic	ADJ
cana-1577	419	42	devices	device	NOUN
cana-1577	419	43	based	base	VERB
cana-1577	419	44	on	on	ADP
cana-1577	419	45	vertical	vertical	ADJ
cana-1577	419	46	organic	organic	ADJ
cana-1577	419	47	field	field	NOUN
cana-1577	419	48	-	-	PUNCT
cana-1577	419	49	effect	effect	NOUN
cana-1577	419	50	transistors	transistor	NOUN
cana-1577	419	51	with	with	ADP
cana-1577	419	52	low	low	ADJ
cana-1577	419	53	energy	energy	NOUN
cana-1577	419	54	consumption	consumption	NOUN
cana-1577	419	55	.	.	PUNCT
cana-1577	420	1	adv	adv	PROPN
cana-1577	420	2	.	.	PUNCT
cana-1577	421	1	compos	compos	PROPN
cana-1577	421	2	.	.	PUNCT
cana-1577	422	1	hybrid	hybrid	NOUN
cana-1577	422	2	.	.	PUNCT
cana-1577	423	1	mater	mater	NOUN
cana-1577	423	2	.	.	PUNCT
cana-1577	424	1	2023	2023	NUM
cana-1577	424	2	,	,	PUNCT
cana-1577	424	3	6	6	NUM
cana-1577	424	4	,	,	PUNCT
cana-1577	424	5	129	129	NUM
cana-1577	424	6	.	.	PUNCT
cana-1577	425	1	[	[	X
cana-1577	425	2	5	5	NUM
cana-1577	425	3	]	]	X
cana-1577	425	4	liu	liu	PROPN
cana-1577	425	5	,	,	PUNCT
cana-1577	425	6	m.	m.	NOUN
cana-1577	425	7	;	;	PUNCT
cana-1577	425	8	wu	wu	PROPN
cana-1577	425	9	,	,	PUNCT
cana-1577	425	10	h.	h.	PROPN
cana-1577	425	11	;	;	PUNCT
cana-1577	425	12	wang	wang	PROPN
cana-1577	425	13	,	,	PUNCT
cana-1577	425	14	y.	y.	PROPN
cana-1577	425	15	;	;	PUNCT
cana-1577	425	16	ren	ren	PROPN
cana-1577	425	17	,	,	PUNCT
cana-1577	425	18	j.	j.	PROPN
cana-1577	425	19	;	;	PUNCT
cana-1577	425	20	alshammari	alshammari	PROPN
cana-1577	425	21	,	,	PUNCT
cana-1577	425	22	d.a	d.a	PROPN
cana-1577	425	23	.	.	PROPN
cana-1577	425	24	;	;	PUNCT
cana-1577	425	25	elsalam	elsalam	PROPN
cana-1577	425	26	,	,	PUNCT
cana-1577	425	27	h.e.a	h.e.a	NOUN
cana-1577	425	28	.	.	PUNCT
cana-1577	425	29	;	;	PUNCT
cana-1577	425	30	azab	azab	ADV
cana-1577	425	31	,	,	PUNCT
cana-1577	425	32	i.h.e	i.h.e	NOUN
cana-1577	425	33	.	.	PUNCT
cana-1577	425	34	;	;	PUNCT
cana-1577	425	35	algadi	algadi	PROPN
cana-1577	425	36	,	,	PUNCT
cana-1577	425	37	h.	h.	PROPN
cana-1577	425	38	;	;	PUNCT
cana-1577	425	39	xie	xie	PROPN
cana-1577	425	40	,	,	PUNCT
cana-1577	425	41	p.	p.	PROPN
cana-1577	425	42	;	;	PUNCT
cana-1577	425	43	liu	liu	PROPN
cana-1577	425	44	,	,	PUNCT
cana-1577	425	45	y.	y.	PROPN
cana-1577	425	46	flexible	flexible	ADJ
cana-1577	425	47	cementite	cementite	PROPN
cana-1577	425	48	/	/	SYM
cana-1577	425	49	ferroferric	ferroferric	ADJ
cana-1577	425	50	oxide	oxide	NOUN
cana-1577	425	51	/	/	SYM
cana-1577	425	52	silicon	silicon	NOUN
cana-1577	425	53	dioxide	dioxide	NOUN
cana-1577	425	54	/	/	SYM
cana-1577	425	55	carbon	carbon	NOUN
cana-1577	425	56	nanofibers	nanofiber	NOUN
cana-1577	425	57	composite	composite	ADJ
cana-1577	425	58	membrane	membrane	NOUN
cana-1577	425	59	with	with	ADP
cana-1577	425	60	lowfrequency	lowfrequency	ADJ
cana-1577	425	61	dispersion	dispersion	NOUN
cana-1577	425	62	weakly	weakly	ADJ
cana-1577	425	63	negative	negative	ADJ
cana-1577	425	64	permittivity	permittivity	NOUN
cana-1577	425	65	.	.	PUNCT
cana-1577	426	1	adv	adv	PROPN
cana-1577	426	2	.	.	PUNCT
cana-1577	427	1	compos	compos	PROPN
cana-1577	427	2	.	.	PUNCT
cana-1577	428	1	hybrid	hybrid	NOUN
cana-1577	428	2	.	.	PUNCT
cana-1577	429	1	mater	mater	NOUN
cana-1577	429	2	.	.	PUNCT
cana-1577	430	1	2023	2023	NUM
cana-1577	430	2	,	,	PUNCT
cana-1577	430	3	6	6	NUM
cana-1577	430	4	,	,	PUNCT
cana-1577	430	5	217	217	NUM
cana-1577	430	6	.	.	PUNCT
cana-1577	431	1	[	[	X
cana-1577	431	2	6	6	NUM
cana-1577	431	3	]	]	X
cana-1577	431	4	modi	modi	PROPN
cana-1577	431	5	,	,	PUNCT
cana-1577	431	6	a.	a.	NOUN
cana-1577	431	7	;	;	PUNCT
cana-1577	431	8	kishore	kishore	PROPN
cana-1577	431	9	,	,	PUNCT
cana-1577	431	10	b.	b.	PROPN
cana-1577	431	11	;	;	PUNCT
cana-1577	431	12	shetty	shetty	PROPN
cana-1577	431	13	,	,	PUNCT
cana-1577	431	14	d.k	d.k	PROPN
cana-1577	431	15	.	.	PROPN
cana-1577	431	16	;	;	PUNCT
cana-1577	431	17	sharma	sharma	PROPN
cana-1577	431	18	,	,	PUNCT
cana-1577	431	19	v.p	v.p	PROPN
cana-1577	431	20	.	.	PROPN
cana-1577	431	21	;	;	PUNCT
cana-1577	431	22	ibrahim	ibrahim	PROPN
cana-1577	431	23	,	,	PUNCT
cana-1577	431	24	s.	s.	PROPN
cana-1577	431	25	;	;	PUNCT
cana-1577	431	26	hunain	hunain	PROPN
cana-1577	431	27	,	,	PUNCT
cana-1577	431	28	r.	r.	PROPN
cana-1577	431	29	;	;	PUNCT
cana-1577	431	30	usman	usman	PROPN
cana-1577	431	31	,	,	PUNCT
cana-1577	431	32	n.	n.	PROPN
cana-1577	431	33	;	;	PUNCT
cana-1577	431	34	nayak	nayak	PROPN
cana-1577	431	35	,	,	PUNCT
cana-1577	431	36	s.g	s.g	PROPN
cana-1577	431	37	.	.	PROPN
cana-1577	431	38	;	;	PUNCT
cana-1577	431	39	kumar	kumar	PROPN
cana-1577	431	40	,	,	PUNCT
cana-1577	431	41	s.	s.	PROPN
cana-1577	431	42	;	;	PUNCT
cana-1577	431	43	paul	paul	PROPN
cana-1577	431	44	,	,	PUNCT
cana-1577	431	45	r.	r.	PROPN
cana-1577	431	46	role	role	NOUN
cana-1577	431	47	of	of	ADP
cana-1577	431	48	artificial	artificial	ADJ
cana-1577	431	49	intelligence	intelligence	NOUN
cana-1577	431	50	in	in	ADP
cana-1577	431	51	detecting	detect	VERB
cana-1577	431	52	colonic	colonic	ADJ
cana-1577	431	53	polyps	polyp	NOUN
cana-1577	431	54	during	during	ADP
cana-1577	431	55	intestinal	intestinal	ADJ
cana-1577	431	56	endoscopy	endoscopy	NOUN
cana-1577	431	57	.	.	PUNCT
cana-1577	432	1	eng	eng	PROPN
cana-1577	432	2	.	.	PUNCT
cana-1577	432	3	sci	sci	PROPN
cana-1577	432	4	.	.	PROPN
cana-1577	432	5	2022	2022	NUM
cana-1577	432	6	,	,	PUNCT
cana-1577	432	7	20	20	NUM
cana-1577	432	8	,	,	PUNCT
cana-1577	432	9	25–33	25–33	NUM
cana-1577	432	10	.	.	PUNCT
cana-1577	433	1	[	[	X
cana-1577	433	2	7	7	NUM
cana-1577	433	3	]	]	X
cana-1577	433	4	zhou	zhou	PROPN
cana-1577	433	5	,	,	PUNCT
cana-1577	433	6	z.	z.	PROPN
cana-1577	433	7	;	;	PUNCT
cana-1577	433	8	li	li	PROPN
cana-1577	433	9	,	,	PUNCT
cana-1577	433	10	j.	j.	PROPN
cana-1577	433	11	;	;	PUNCT
cana-1577	433	12	xi	xi	PROPN
cana-1577	433	13	,	,	PUNCT
cana-1577	433	14	z.	z.	PROPN
cana-1577	433	15	;	;	PUNCT
cana-1577	433	16	li	li	PROPN
cana-1577	433	17	,	,	PUNCT
cana-1577	433	18	l.	l.	PROPN
cana-1577	433	19	;	;	PUNCT
cana-1577	433	20	li	li	PROPN
cana-1577	433	21	,	,	PUNCT
cana-1577	433	22	m.	m.	NOUN
cana-1577	433	23	real	real	ADJ
cana-1577	433	24	-	-	PUNCT
cana-1577	433	25	time	time	NOUN
cana-1577	433	26	online	online	ADJ
cana-1577	433	27	inversion	inversion	NOUN
cana-1577	433	28	of	of	ADP
cana-1577	433	29	ga	ga	NOUN
cana-1577	433	30	-	-	PUNCT
cana-1577	433	31	pso	pso	NOUN
cana-1577	433	32	-	-	PUNCT
cana-1577	433	33	bp	bp	PROPN
cana-1577	433	34	flux	flux	PROPN
cana-1577	433	35	leakage	leakage	NOUN
cana-1577	433	36	defects	defect	NOUN
cana-1577	433	37	based	base	VERB
cana-1577	433	38	on	on	ADP
cana-1577	433	39	information	information	NOUN
cana-1577	433	40	fusion	fusion	NOUN
cana-1577	433	41	:	:	PUNCT
cana-1577	433	42	numerical	numerical	PROPN
cana-1577	433	43	simulation	simulation	NOUN
cana-1577	433	44	and	and	CCONJ
cana-1577	433	45	experimental	experimental	ADJ
cana-1577	433	46	research	research	NOUN
cana-1577	433	47	.	.	PUNCT
cana-1577	434	1	j.	j.	PROPN
cana-1577	434	2	magn	magn	PROPN
cana-1577	434	3	.	.	PUNCT
cana-1577	435	1	magn	magn	PROPN
cana-1577	435	2	.	.	PUNCT
cana-1577	436	1	mater	mater	PROPN
cana-1577	436	2	.	.	PUNCT
cana-1577	437	1	2022	2022	NUM
cana-1577	437	2	,	,	PUNCT
cana-1577	437	3	563	563	NUM
cana-1577	437	4	,	,	PUNCT
cana-1577	437	5	169936	169936	NUM
cana-1577	437	6	.	.	PUNCT
cana-1577	438	1	[	[	X
cana-1577	438	2	8	8	NUM
cana-1577	438	3	]	]	SYM
cana-1577	438	4	wu	wu	PROPN
cana-1577	438	5	,	,	PUNCT
cana-1577	438	6	c.	c.	PROPN
cana-1577	438	7	;	;	PUNCT
cana-1577	438	8	li	li	PROPN
cana-1577	438	9	,	,	PUNCT
cana-1577	438	10	b.	b.	PROPN
cana-1577	438	11	;	;	PUNCT
cana-1577	438	12	bei	bei	PROPN
cana-1577	438	13	,	,	PUNCT
cana-1577	438	14	s.	s.	PROPN
cana-1577	438	15	;	;	PUNCT
cana-1577	438	16	zhu	zhu	PROPN
cana-1577	438	17	,	,	PUNCT
cana-1577	438	18	y.	y.	PROPN
cana-1577	438	19	;	;	PUNCT
cana-1577	438	20	tian	tian	PROPN
cana-1577	438	21	,	,	PUNCT
cana-1577	438	22	j.	j.	PROPN
cana-1577	438	23	;	;	PUNCT
cana-1577	438	24	hu	hu	PROPN
cana-1577	438	25	,	,	PUNCT
cana-1577	438	26	h.	h.	PROPN
cana-1577	438	27	;	;	PUNCT
cana-1577	438	28	tang	tang	PROPN
cana-1577	438	29	,	,	PUNCT
cana-1577	438	30	h.	h.	PROPN
cana-1577	438	31	research	research	PROPN
cana-1577	438	32	on	on	ADP
cana-1577	438	33	short	short	ADJ
cana-1577	438	34	-	-	PUNCT
cana-1577	438	35	term	term	NOUN
cana-1577	438	36	driver	driver	NOUN
cana-1577	438	37	following	follow	VERB
cana-1577	438	38	habits	habit	NOUN
cana-1577	438	39	based	base	VERB
cana-1577	438	40	on	on	ADP
cana-1577	438	41	ga	ga	PROPN
cana-1577	438	42	-	-	PUNCT
cana-1577	438	43	bp	bp	PROPN
cana-1577	438	44	neural	neural	ADJ
cana-1577	438	45	network	network	NOUN
cana-1577	438	46	.	.	PUNCT
cana-1577	439	1	world	world	PROPN
cana-1577	439	2	electr	electr	PROPN
cana-1577	439	3	.	.	PUNCT
cana-1577	440	1	veh	veh	PROPN
cana-1577	440	2	.	.	PUNCT
cana-1577	441	1	j.	j.	PROPN
cana-1577	441	2	2022	2022	PROPN
cana-1577	441	3	,	,	PUNCT
cana-1577	441	4	13	13	NUM
cana-1577	441	5	,	,	PUNCT
cana-1577	441	6	171	171	NUM
cana-1577	441	7	.	.	PUNCT
cana-1577	442	1	[	[	X
cana-1577	442	2	9	9	NUM
cana-1577	442	3	]	]	X
cana-1577	442	4	lv	lv	PROPN
cana-1577	442	5	,	,	PUNCT
cana-1577	442	6	f.	f.	PROPN
cana-1577	442	7	;	;	PUNCT
cana-1577	442	8	yu	yu	PROPN
cana-1577	442	9	,	,	PUNCT
cana-1577	442	10	j.	j.	PROPN
cana-1577	442	11	;	;	PUNCT
cana-1577	442	12	zhang	zhang	PROPN
cana-1577	442	13	,	,	PUNCT
cana-1577	442	14	j.	j.	PROPN
cana-1577	442	15	;	;	PUNCT
cana-1577	442	16	yu	yu	PROPN
cana-1577	442	17	,	,	PUNCT
cana-1577	442	18	p.	p.	PROPN
cana-1577	442	19	;	;	PUNCT
cana-1577	442	20	tong	tong	PROPN
cana-1577	442	21	,	,	PUNCT
cana-1577	442	22	d.	d.	PROPN
cana-1577	442	23	;	;	PUNCT
cana-1577	442	24	wu	wu	PROPN
cana-1577	442	25	,	,	PUNCT
cana-1577	442	26	b.	b.	PROPN
cana-1577	442	27	a	a	DET
cana-1577	442	28	novel	novel	ADJ
cana-1577	442	29	stacking	stacking	NOUN
cana-1577	442	30	-	-	PUNCT
cana-1577	442	31	based	base	VERB
cana-1577	442	32	ensemble	ensemble	ADJ
cana-1577	442	33	learning	learning	NOUN
cana-1577	442	34	model	model	NOUN
cana-1577	442	35	for	for	ADP
cana-1577	442	36	drilling	drilling	NOUN
cana-1577	442	37	efficiency	efficiency	NOUN
cana-1577	442	38	prediction	prediction	NOUN
cana-1577	442	39	in	in	ADP
cana-1577	442	40	earth	earth	NOUN
cana-1577	442	41	-	-	PUNCT
cana-1577	442	42	rock	rock	NOUN
cana-1577	442	43	excavation	excavation	NOUN
cana-1577	442	44	.	.	PUNCT
cana-1577	443	1	j.	j.	PROPN
cana-1577	443	2	zhejiang	zhejiang	PROPN
cana-1577	443	3	univ	univ	PROPN
cana-1577	443	4	.	.	PUNCT
cana-1577	444	1	sci	sci	PROPN
cana-1577	444	2	.	.	PUNCT
cana-1577	445	1	a	a	DET
cana-1577	445	2	2022	2022	NUM
cana-1577	445	3	,	,	PUNCT
cana-1577	445	4	23	23	NUM
cana-1577	445	5	,	,	PUNCT
cana-1577	445	6	1027–1046	1027–1046	NUM
cana-1577	445	7	.	.	PUNCT
cana-1577	446	1	[	[	X
cana-1577	446	2	10	10	NUM
cana-1577	446	3	]	]	X
cana-1577	446	4	tao	tao	PROPN
cana-1577	446	5	,	,	PUNCT
cana-1577	446	6	h.	h.	PROPN
cana-1577	446	7	;	;	PUNCT
cana-1577	446	8	geng	geng	PROPN
cana-1577	446	9	,	,	PUNCT
cana-1577	446	10	l.	l.	PROPN
cana-1577	446	11	;	;	PUNCT
cana-1577	446	12	shan	shan	PROPN
cana-1577	446	13	,	,	PUNCT
cana-1577	446	14	s.	s.	PROPN
cana-1577	446	15	;	;	PUNCT
cana-1577	446	16	mai	mai	PROPN
cana-1577	446	17	,	,	PUNCT
cana-1577	446	18	j.	j.	PROPN
cana-1577	446	19	;	;	PUNCT
cana-1577	446	20	fu	fu	PROPN
cana-1577	446	21	,	,	PUNCT
cana-1577	446	22	h.	h.	PROPN
cana-1577	446	23	multi	multi	ADJ
cana-1577	446	24	-	-	ADJ
cana-1577	446	25	stream	stream	ADJ
cana-1577	446	26	convolution	convolution	NOUN
cana-1577	446	27	-	-	PUNCT
cana-1577	446	28	recurrent	recurrent	NOUN
cana-1577	446	29	neural	neural	ADJ
cana-1577	446	30	networks	network	NOUN
cana-1577	446	31	based	base	VERB
cana-1577	446	32	on	on	ADP
cana-1577	446	33	attention	attention	NOUN
cana-1577	446	34	mechanism	mechanism	NOUN
cana-1577	446	35	fusion	fusion	NOUN
cana-1577	446	36	for	for	ADP
cana-1577	446	37	speech	speech	NOUN
cana-1577	446	38	emotion	emotion	NOUN
cana-1577	446	39	recognition	recognition	NOUN
cana-1577	446	40	.	.	PUNCT
cana-1577	446	41	entropy	entropy	PROPN
cana-1577	446	42	2022	2022	NUM
cana-1577	446	43	,	,	PUNCT
cana-1577	446	44	24	24	NUM
cana-1577	446	45	,	,	PUNCT
cana-1577	446	46	1025	1025	NUM
cana-1577	446	47	.	.	PUNCT
cana-1577	447	1	[	[	X
cana-1577	447	2	11	11	NUM
cana-1577	447	3	]	]	SYM
cana-1577	447	4	deng	deng	PROPN
cana-1577	447	5	,	,	PUNCT
cana-1577	447	6	y.	y.	PROPN
cana-1577	447	7	;	;	PUNCT
cana-1577	447	8	zhou	zhou	PROPN
cana-1577	447	9	,	,	PUNCT
cana-1577	447	10	x.	x.	PROPN
cana-1577	447	11	;	;	PUNCT
cana-1577	447	12	shen	shen	PROPN
cana-1577	447	13	,	,	PUNCT
cana-1577	447	14	j.	j.	PROPN
cana-1577	447	15	;	;	PUNCT
cana-1577	447	16	xiao	xiao	PROPN
cana-1577	447	17	,	,	PUNCT
cana-1577	447	18	g.	g.	PROPN
cana-1577	447	19	;	;	PUNCT
cana-1577	447	20	liao	liao	PROPN
cana-1577	447	21	,	,	PUNCT
cana-1577	447	22	b.q	b.q	PROPN
cana-1577	447	23	.	.	PROPN
cana-1577	447	24	new	new	ADJ
cana-1577	447	25	methods	method	NOUN
cana-1577	447	26	based	base	VERB
cana-1577	447	27	on	on	ADP
cana-1577	447	28	back	back	ADJ
cana-1577	447	29	propagation	propagation	NOUN
cana-1577	447	30	(	(	PUNCT
cana-1577	447	31	bp	bp	PROPN
cana-1577	447	32	)	)	PUNCT
cana-1577	447	33	and	and	CCONJ
cana-1577	447	34	radial	radial	ADJ
cana-1577	447	35	basis	basis	NOUN
cana-1577	447	36	function	function	NOUN
cana-1577	447	37	(	(	PUNCT
cana-1577	447	38	rbf	rbf	PROPN
cana-1577	447	39	)	)	PUNCT
cana-1577	447	40	artificial	artificial	ADJ
cana-1577	447	41	neural	neural	ADJ
cana-1577	447	42	networks	network	NOUN
cana-1577	447	43	(	(	PUNCT
cana-1577	447	44	anns	anns	PROPN
cana-1577	447	45	)	)	PUNCT
cana-1577	447	46	for	for	ADP
cana-1577	447	47	predicting	predict	VERB
cana-1577	447	48	the	the	DET
cana-1577	447	49	occurrence	occurrence	NOUN
cana-1577	447	50	of	of	ADP
cana-1577	447	51	haloketones	haloketone	NOUN
cana-1577	447	52	in	in	ADP
cana-1577	447	53	tap	tap	NOUN
cana-1577	447	54	water	water	NOUN
cana-1577	447	55	.	.	PUNCT
cana-1577	448	1	sci	sci	PROPN
cana-1577	448	2	.	.	PUNCT
cana-1577	448	3	total	total	PROPN
cana-1577	448	4	environ	environ	X
cana-1577	448	5	.	.	PUNCT
cana-1577	448	6	2021	2021	NUM
cana-1577	448	7	,	,	PUNCT
cana-1577	448	8	772	772	NUM
cana-1577	448	9	,	,	PUNCT
cana-1577	448	10	145534	145534	NUM
cana-1577	448	11	.	.	PUNCT
cana-1577	449	1	[	[	X
cana-1577	449	2	12	12	NUM
cana-1577	449	3	]	]	X
cana-1577	449	4	stanev	stanev	NOUN
cana-1577	449	5	,	,	PUNCT
cana-1577	449	6	v.	v.	PROPN
cana-1577	449	7	;	;	PUNCT
cana-1577	449	8	choudhary	choudhary	PROPN
cana-1577	449	9	,	,	PUNCT
cana-1577	449	10	k.	k.	PROPN
cana-1577	449	11	;	;	PUNCT
cana-1577	449	12	kusne	kusne	NOUN
cana-1577	449	13	,	,	PUNCT
cana-1577	449	14	a.g	a.g	PROPN
cana-1577	449	15	.	.	PROPN
cana-1577	449	16	;	;	PUNCT
cana-1577	449	17	paglione	paglione	PROPN
cana-1577	449	18	,	,	PUNCT
cana-1577	449	19	j.	j.	PROPN
cana-1577	449	20	;	;	PUNCT
cana-1577	449	21	takeuchi	takeuchi	PROPN
cana-1577	449	22	,	,	PUNCT
cana-1577	449	23	i.	i.	PROPN
cana-1577	449	24	artificial	artificial	PROPN
cana-1577	449	25	intelligence	intelligence	NOUN
cana-1577	449	26	for	for	ADP
cana-1577	449	27	search	search	NOUN
cana-1577	449	28	and	and	CCONJ
cana-1577	449	29	discovery	discovery	NOUN
cana-1577	449	30	of	of	ADP
cana-1577	449	31	quantum	quantum	ADJ
cana-1577	449	32	materials	material	NOUN
cana-1577	449	33	.	.	PUNCT
cana-1577	450	1	commun	commun	PROPN
cana-1577	450	2	.	.	PUNCT
cana-1577	451	1	mater	mater	PROPN
cana-1577	451	2	.	.	PUNCT
cana-1577	451	3	2021	2021	NUM
cana-1577	451	4	,	,	PUNCT
cana-1577	451	5	2	2	NUM
cana-1577	451	6	,	,	PUNCT
cana-1577	451	7	105	105	NUM
cana-1577	451	8	.	.	PUNCT
cana-1577	452	1	[	[	X
cana-1577	452	2	13	13	NUM
cana-1577	452	3	]	]	X
cana-1577	452	4	zhang	zhang	PROPN
cana-1577	452	5	,	,	PUNCT
cana-1577	452	6	y.	y.	PROPN
cana-1577	452	7	;	;	PUNCT
cana-1577	452	8	li	li	PROPN
cana-1577	452	9	,	,	PUNCT
cana-1577	452	10	c.	c.	PROPN
cana-1577	452	11	;	;	PUNCT
cana-1577	452	12	wang	wang	PROPN
cana-1577	452	13	,	,	PUNCT
cana-1577	452	14	r.	r.	PROPN
cana-1577	452	15	;	;	PUNCT
cana-1577	452	16	qian	qian	PROPN
cana-1577	452	17	,	,	PUNCT
cana-1577	452	18	j.	j.	PROPN
cana-1577	452	19	a	a	DET
cana-1577	452	20	novel	novel	ADJ
cana-1577	452	21	fault	fault	NOUN
cana-1577	452	22	diagnosis	diagnosis	NOUN
cana-1577	452	23	method	method	NOUN
cana-1577	452	24	based	base	VERB
cana-1577	452	25	on	on	ADP
cana-1577	452	26	multi	multi	ADJ
cana-1577	452	27	-	-	ADJ
cana-1577	452	28	level	level	ADJ
cana-1577	452	29	information	information	NOUN
cana-1577	452	30	fusion	fusion	NOUN
cana-1577	452	31	and	and	CCONJ
cana-1577	452	32	hierarchical	hierarchical	ADJ
cana-1577	452	33	adaptive	adaptive	ADJ
cana-1577	452	34	convolutional	convolutional	ADJ
cana-1577	452	35	neural	neural	ADJ
cana-1577	452	36	networks	network	NOUN
cana-1577	452	37	for	for	ADP
cana-1577	452	38	centrifugal	centrifugal	ADJ
cana-1577	452	39	blowers	blower	NOUN
cana-1577	452	40	.	.	PUNCT
cana-1577	453	1	measurement	measurement	NOUN
cana-1577	453	2	2021	2021	NUM
cana-1577	453	3	,	,	PUNCT
cana-1577	453	4	185	185	NUM
cana-1577	453	5	,	,	PUNCT
cana-1577	453	6	109970	109970	NUM
cana-1577	453	7	.	.	PUNCT
cana-1577	454	1	[	[	X
cana-1577	454	2	14	14	NUM
cana-1577	454	3	]	]	PUNCT
cana-1577	454	4	schmidt	schmidt	PROPN
cana-1577	454	5	,	,	PUNCT
cana-1577	454	6	j.	j.	PROPN
cana-1577	454	7	;	;	PUNCT
cana-1577	454	8	marques	marques	PROPN
cana-1577	454	9	,	,	PUNCT
cana-1577	454	10	m.r.g	m.r.g	PROPN
cana-1577	454	11	.	.	PROPN
cana-1577	454	12	;	;	PUNCT
cana-1577	454	13	botti	botti	PROPN
cana-1577	454	14	,	,	PUNCT
cana-1577	454	15	s.	s.	PROPN
cana-1577	454	16	;	;	PUNCT
cana-1577	454	17	marques	marques	PROPN
cana-1577	454	18	,	,	PUNCT
cana-1577	454	19	m.a.l	m.a.l	NOUN
cana-1577	454	20	.	.	PUNCT
cana-1577	455	1	recent	recent	ADJ
cana-1577	455	2	advances	advance	NOUN
cana-1577	455	3	and	and	CCONJ
cana-1577	455	4	applications	application	NOUN
cana-1577	455	5	of	of	ADP
cana-1577	455	6	machine	machine	NOUN
cana-1577	455	7	learning	learn	VERB
cana-1577	455	8	in	in	ADP
cana-1577	455	9	solid	solid	ADJ
cana-1577	455	10	-	-	PUNCT
cana-1577	455	11	state	state	NOUN
cana-1577	455	12	materials	material	NOUN
cana-1577	455	13	science	science	NOUN
cana-1577	455	14	.	.	PUNCT
cana-1577	456	1	npj	npj	PROPN
cana-1577	456	2	comput	comput	NOUN
cana-1577	456	3	.	.	PUNCT
cana-1577	457	1	mater	mater	NOUN
cana-1577	457	2	.	.	PUNCT
cana-1577	458	1	2019	2019	NUM
cana-1577	458	2	,	,	PUNCT
cana-1577	458	3	5	5	NUM
cana-1577	458	4	,	,	PUNCT
cana-1577	458	5	83	83	NUM
cana-1577	458	6	.	.	PUNCT
cana-1577	459	1	[	[	X
cana-1577	459	2	15	15	NUM
cana-1577	459	3	]	]	X
cana-1577	459	4	gan	gan	PROPN
cana-1577	459	5	,	,	PUNCT
cana-1577	459	6	c.	c.	PROPN
cana-1577	459	7	;	;	PUNCT
cana-1577	459	8	cao	cao	PROPN
cana-1577	459	9	,	,	PUNCT
cana-1577	459	10	w.h	w.h	PROPN
cana-1577	459	11	.	.	PROPN
cana-1577	459	12	;	;	PUNCT
cana-1577	459	13	wu	wu	PROPN
cana-1577	459	14	,	,	PUNCT
cana-1577	459	15	m.	m.	NOUN
cana-1577	459	16	;	;	PUNCT
cana-1577	459	17	chen	chen	PROPN
cana-1577	459	18	,	,	PUNCT
cana-1577	459	19	x.	x.	PROPN
cana-1577	459	20	;	;	PUNCT
cana-1577	459	21	hu	hu	PROPN
cana-1577	459	22	,	,	PUNCT
cana-1577	459	23	y.l	y.l	PROPN
cana-1577	459	24	.	.	PROPN
cana-1577	459	25	;	;	PUNCT
cana-1577	459	26	liu	liu	PROPN
cana-1577	459	27	,	,	PUNCT
cana-1577	459	28	k.z	k.z	PROPN
cana-1577	459	29	.	.	PROPN
cana-1577	459	30	;	;	PUNCT
cana-1577	459	31	wang	wang	PROPN
cana-1577	459	32	,	,	PUNCT
cana-1577	459	33	f.w	f.w	PROPN
cana-1577	459	34	.	.	PROPN
cana-1577	459	35	;	;	PUNCT
cana-1577	459	36	zhang	zhang	PROPN
cana-1577	459	37	,	,	PUNCT
cana-1577	459	38	s.b	s.b	PROPN
cana-1577	459	39	.	.	PROPN
cana-1577	459	40	prediction	prediction	NOUN
cana-1577	459	41	of	of	ADP
cana-1577	459	42	drilling	drilling	NOUN
cana-1577	459	43	rate	rate	NOUN
cana-1577	459	44	of	of	ADP
cana-1577	459	45	penetration	penetration	NOUN
cana-1577	459	46	(	(	PUNCT
cana-1577	459	47	rop	rop	PROPN
cana-1577	459	48	)	)	PUNCT
cana-1577	459	49	using	use	VERB
cana-1577	459	50	hybrid	hybrid	ADJ
cana-1577	459	51	support	support	NOUN
cana-1577	459	52	vector	vector	NOUN
cana-1577	459	53	regression	regression	NOUN
cana-1577	459	54	:	:	PUNCT
cana-1577	459	55	a	a	DET
cana-1577	459	56	case	case	NOUN
cana-1577	459	57	study	study	NOUN
cana-1577	459	58	on	on	ADP
cana-1577	459	59	the	the	DET
cana-1577	459	60	shennongjia	shennongjia	PROPN
cana-1577	459	61	area	area	NOUN
cana-1577	459	62	,	,	PUNCT
cana-1577	459	63	central	central	ADJ
cana-1577	459	64	china	china	PROPN
cana-1577	459	65	.	.	PUNCT
cana-1577	460	1	j.	j.	PROPN
cana-1577	460	2	pet	pet	PROPN
cana-1577	460	3	.	.	PUNCT
cana-1577	461	1	sci	sci	PROPN
cana-1577	461	2	.	.	PUNCT
cana-1577	462	1	eng	eng	PROPN
cana-1577	462	2	.	.	PROPN
cana-1577	462	3	2019	2019	NUM
cana-1577	462	4	,	,	PUNCT
cana-1577	462	5	181	181	NUM
cana-1577	462	6	,	,	PUNCT
cana-1577	462	7	106200	106200	NUM
cana-1577	462	8	.	.	PUNCT
cana-1577	463	1	[	[	X
cana-1577	463	2	16	16	NUM
cana-1577	463	3	]	]	X
cana-1577	463	4	sosnowski	sosnowski	ADJ
cana-1577	463	5	,	,	PUNCT
cana-1577	463	6	m.	m.	NOUN
cana-1577	463	7	;	;	PUNCT
cana-1577	463	8	krzywanski	krzywanski	PROPN
cana-1577	463	9	,	,	PUNCT
cana-1577	463	10	j.	j.	PROPN
cana-1577	463	11	;	;	PUNCT
cana-1577	463	12	scurek	scurek	PROPN
cana-1577	463	13	,	,	PUNCT
cana-1577	463	14	r.	r.	PROPN
cana-1577	463	15	a	a	DET
cana-1577	463	16	fuzzy	fuzzy	ADJ
cana-1577	463	17	logic	logic	NOUN
cana-1577	463	18	approach	approach	NOUN
cana-1577	463	19	for	for	ADP
cana-1577	463	20	the	the	DET
cana-1577	463	21	reduction	reduction	NOUN
cana-1577	463	22	of	of	ADP
cana-1577	463	23	mesh	mesh	NOUN
cana-1577	463	24	-	-	PUNCT
cana-1577	463	25	induced	induce	VERB
cana-1577	463	26	error	error	NOUN
cana-1577	463	27	in	in	ADP
cana-1577	463	28	cfd	cfd	NOUN
cana-1577	463	29	analysis	analysis	NOUN
cana-1577	463	30	:	:	PUNCT
cana-1577	463	31	a	a	DET
cana-1577	463	32	case	case	NOUN
cana-1577	463	33	study	study	NOUN
cana-1577	463	34	of	of	ADP
cana-1577	463	35	an	an	DET
cana-1577	463	36	impinging	impinge	VERB
cana-1577	463	37	jet	jet	NOUN
cana-1577	463	38	.	.	PUNCT
cana-1577	464	1	entropy	entropy	PROPN
cana-1577	464	2	2019	2019	NUM
cana-1577	464	3	,	,	PUNCT
cana-1577	464	4	21	21	NUM
cana-1577	464	5	,	,	PUNCT
cana-1577	464	6	1047	1047	NUM
cana-1577	464	7	.	.	PUNCT
cana-1577	465	1	[	[	X
cana-1577	465	2	17	17	NUM
cana-1577	465	3	]	]	X
cana-1577	465	4	yea	yea	PROPN
cana-1577	465	5	,	,	PUNCT
cana-1577	465	6	z.	z.	PROPN
cana-1577	465	7	;	;	PUNCT
cana-1577	465	8	kimb	kimb	PROPN
cana-1577	465	9	,	,	PUNCT
cana-1577	465	10	m.k	m.k	PROPN
cana-1577	465	11	.	.	PROPN
cana-1577	465	12	predicting	predict	VERB
cana-1577	465	13	electricity	electricity	NOUN
cana-1577	465	14	consumption	consumption	NOUN
cana-1577	465	15	in	in	ADP
cana-1577	465	16	a	a	DET
cana-1577	465	17	building	building	NOUN
cana-1577	465	18	using	use	VERB
cana-1577	465	19	an	an	DET
cana-1577	465	20	optimized	optimize	VERB
cana-1577	465	21	back	back	NOUN
cana-1577	465	22	-	-	PUNCT
cana-1577	465	23	propagation	propagation	NOUN
cana-1577	465	24	and	and	CCONJ
cana-1577	465	25	levenberg	levenberg	PROPN
cana-1577	465	26	–	–	PUNCT
cana-1577	465	27	marquardt	marquardt	PROPN
cana-1577	465	28	back	back	ADJ
cana-1577	465	29	-	-	PUNCT
cana-1577	465	30	propagation	propagation	NOUN
cana-1577	465	31	neural	neural	ADJ
cana-1577	465	32	network	network	NOUN
cana-1577	465	33	:	:	PUNCT
cana-1577	465	34	case	case	NOUN
cana-1577	465	35	study	study	NOUN
cana-1577	465	36	of	of	ADP
cana-1577	465	37	a	a	DET
cana-1577	465	38	shopping	shopping	NOUN
cana-1577	465	39	mall	mall	NOUN
cana-1577	465	40	in	in	ADP
cana-1577	465	41	china	china	PROPN
cana-1577	465	42	.	.	PUNCT
cana-1577	466	1	sustain	sustain	VERB
cana-1577	466	2	.	.	PUNCT
cana-1577	467	1	cities	city	NOUN
cana-1577	467	2	soc	soc	PROPN
cana-1577	467	3	.	.	PUNCT
cana-1577	468	1	2018	2018	NUM
cana-1577	468	2	,	,	PUNCT
cana-1577	468	3	42	42	NUM
cana-1577	468	4	,	,	PUNCT
cana-1577	468	5	176–183	176–183	NUM
cana-1577	468	6	.	.	PUNCT
cana-1577	469	1	[	[	X
cana-1577	469	2	18	18	NUM
cana-1577	469	3	]	]	X
cana-1577	469	4	sosnowski	sosnowski	ADJ
cana-1577	469	5	,	,	PUNCT
cana-1577	469	6	m.	m.	NOUN
cana-1577	469	7	computational	computational	ADJ
cana-1577	469	8	domain	domain	NOUN
cana-1577	469	9	discretization	discretization	NOUN
cana-1577	469	10	in	in	ADP
cana-1577	469	11	numerical	numerical	ADJ
cana-1577	469	12	analysis	analysis	NOUN
cana-1577	469	13	of	of	ADP
cana-1577	469	14	flow	flow	NOUN
cana-1577	469	15	within	within	ADP
cana-1577	469	16	granular	granular	ADJ
cana-1577	469	17	materials	material	NOUN
cana-1577	469	18	.	.	PUNCT
cana-1577	470	1	in	in	ADP
cana-1577	470	2	epj	epj	NOUN
cana-1577	470	3	web	web	NOUN
cana-1577	470	4	of	of	ADP
cana-1577	470	5	conferences	conference	NOUN
cana-1577	470	6	;	;	PUNCT
cana-1577	470	7	dancova	dancova	PROPN
cana-1577	470	8	,	,	PUNCT
cana-1577	470	9	p.	p.	NOUN
cana-1577	470	10	,	,	PUNCT
cana-1577	470	11	ed	ed	NOUN
cana-1577	470	12	.	.	PUNCT
cana-1577	470	13	;	;	PUNCT
cana-1577	470	14	edp	edp	PROPN
cana-1577	470	15	sciences	sciences	PROPN
cana-1577	470	16	:	:	PUNCT
cana-1577	470	17	les	les	X
cana-1577	470	18	ulis	ulis	PROPN
cana-1577	470	19	,	,	PUNCT
cana-1577	470	20	france	france	PROPN
cana-1577	470	21	,	,	PUNCT
cana-1577	470	22	2018	2018	NUM
cana-1577	470	23	;	;	PUNCT
cana-1577	470	24	volume	volume	NOUN
cana-1577	470	25	180	180	NUM
cana-1577	470	26	.	.	PUNCT
cana-1577	471	1	[	[	X
cana-1577	471	2	19	19	NUM
cana-1577	471	3	]	]	PUNCT
cana-1577	471	4	hegde	hegde	PROPN
cana-1577	471	5	,	,	PUNCT
cana-1577	471	6	c.	c.	PROPN
cana-1577	471	7	;	;	PUNCT
cana-1577	471	8	daigle	daigle	PROPN
cana-1577	471	9	,	,	PUNCT
cana-1577	471	10	h.	h.	PROPN
cana-1577	471	11	;	;	PUNCT
cana-1577	471	12	millwater	millwater	PROPN
cana-1577	471	13	,	,	PUNCT
cana-1577	471	14	h.	h.	PROPN
cana-1577	471	15	;	;	PUNCT
cana-1577	471	16	gray	gray	ADJ
cana-1577	471	17	,	,	PUNCT
cana-1577	471	18	k.	k.	NOUN
cana-1577	471	19	analysis	analysis	NOUN
cana-1577	471	20	of	of	ADP
cana-1577	471	21	rate	rate	NOUN
cana-1577	471	22	of	of	ADP
cana-1577	471	23	penetration	penetration	NOUN
cana-1577	471	24	(	(	PUNCT
cana-1577	471	25	rop	rop	NOUN
cana-1577	471	26	)	)	PUNCT
cana-1577	471	27	prediction	prediction	NOUN
cana-1577	471	28	in	in	ADP
cana-1577	471	29	drilling	drilling	NOUN
cana-1577	471	30	using	use	VERB
cana-1577	471	31	physics	physics	NOUN
cana-1577	471	32	-	-	PUNCT
cana-1577	471	33	based	base	VERB
cana-1577	471	34	and	and	CCONJ
cana-1577	471	35	data	data	NOUN
cana-1577	471	36	-	-	PUNCT
cana-1577	471	37	driven	drive	VERB
cana-1577	471	38	models	model	NOUN
cana-1577	471	39	.	.	PUNCT
cana-1577	472	1	j.	j.	PROPN
cana-1577	472	2	pet	pet	PROPN
cana-1577	472	3	.	.	PUNCT
cana-1577	473	1	sci	sci	PROPN
cana-1577	473	2	.	.	PUNCT
cana-1577	474	1	eng	eng	PROPN
cana-1577	474	2	.	.	PROPN
cana-1577	474	3	2017	2017	NUM
cana-1577	474	4	,	,	PUNCT
cana-1577	474	5	159	159	NUM
cana-1577	474	6	,	,	PUNCT
cana-1577	474	7	295–306	295–306	NUM
cana-1577	474	8	.	.	PUNCT
cana-1577	475	1	[	[	X
cana-1577	475	2	20	20	NUM
cana-1577	475	3	]	]	X
cana-1577	475	4	oparin	oparin	NOUN
cana-1577	475	5	,	,	PUNCT
cana-1577	475	6	v.	v.	PROPN
cana-1577	475	7	;	;	PUNCT
cana-1577	475	8	timonin	timonin	PROPN
cana-1577	475	9	,	,	PUNCT
cana-1577	475	10	v.v	v.v	PROPN
cana-1577	475	11	.	.	PROPN
cana-1577	475	12	;	;	PUNCT
cana-1577	475	13	karpov	karpov	PROPN
cana-1577	475	14	,	,	PUNCT
cana-1577	475	15	v.n	v.n	PROPN
cana-1577	475	16	.	.	PROPN
cana-1577	475	17	quantitative	quantitative	ADJ
cana-1577	475	18	estimate	estimate	NOUN
cana-1577	475	19	of	of	ADP
cana-1577	475	20	rotary	rotary	NOUN
cana-1577	475	21	–	–	PUNCT
cana-1577	475	22	percussion	percussion	NOUN
cana-1577	475	23	drilling	drilling	NOUN
cana-1577	475	24	efficiency	efficiency	NOUN
cana-1577	475	25	in	in	ADP
cana-1577	475	26	rocks	rock	NOUN
cana-1577	475	27	.	.	PUNCT
cana-1577	476	1	j.	j.	PROPN
cana-1577	476	2	min	min	PROPN
cana-1577	476	3	.	.	PROPN
cana-1577	476	4	sci	sci	PROPN
cana-1577	476	5	.	.	PROPN
cana-1577	476	6	2016	2016	NUM
cana-1577	476	7	,	,	PUNCT
cana-1577	476	8	52	52	NUM
cana-1577	476	9	,	,	PUNCT
cana-1577	476	10	1100–1111	1100–1111	NUM
cana-1577	476	11	.	.	PUNCT
cana-1577	477	1	[	[	X
cana-1577	477	2	21	21	NUM
cana-1577	477	3	]	]	SYM
cana-1577	477	4	7ajani	7ajani	NUM
cana-1577	477	5	,	,	PUNCT
cana-1577	477	6	s.	s.	PROPN
cana-1577	477	7	n.	n.	PROPN
cana-1577	477	8	.	.	PUNCT
cana-1577	477	9	,	,	PUNCT
cana-1577	477	10	khobragade	khobragade	PROPN
cana-1577	477	11	,	,	PUNCT
cana-1577	477	12	p.	p.	NOUN
cana-1577	477	13	.	.	PUNCT
cana-1577	477	14	,	,	PUNCT
cana-1577	477	15	dhone	dhone	NOUN
cana-1577	477	16	,	,	PUNCT
cana-1577	477	17	m.	m.	NOUN
cana-1577	477	18	.	.	PUNCT
cana-1577	478	1	,	,	PUNCT
cana-1577	478	2	ganguly	ganguly	PROPN
cana-1577	478	3	,	,	PUNCT
cana-1577	478	4	b.	b.	PROPN
cana-1577	478	5	.	.	PUNCT
cana-1577	478	6	,	,	PUNCT
cana-1577	478	7	shelke	shelke	PROPN
cana-1577	478	8	,	,	PUNCT
cana-1577	478	9	n.	n.	NOUN
cana-1577	478	10	.	.	PUNCT
cana-1577	478	11	,	,	PUNCT
cana-1577	478	12	&	&	CCONJ
cana-1577	478	13	parati	parati	PROPN
cana-1577	478	14	,	,	PUNCT
cana-1577	478	15	n.	n.	NOUN
cana-1577	478	16	.	.	PUNCT
cana-1577	479	1	(	(	PUNCT
cana-1577	479	2	2023	2023	NUM
cana-1577	479	3	)	)	PUNCT
cana-1577	479	4	.	.	PUNCT
cana-1577	480	1	advancements	advancement	NOUN
cana-1577	480	2	in	in	ADP
cana-1577	480	3	computing	compute	VERB
cana-1577	480	4	:	:	PUNCT
cana-1577	480	5	emerging	emerge	VERB
cana-1577	480	6	trends	trend	NOUN
cana-1577	480	7	in	in	ADP
cana-1577	480	8	computational	computational	ADJ
cana-1577	480	9	science	science	NOUN
cana-1577	480	10	with	with	ADP
cana-1577	480	11	next	next	ADJ
cana-1577	480	12	-	-	PUNCT
cana-1577	480	13	generation	generation	NOUN
cana-1577	480	14	computing	computing	NOUN
cana-1577	480	15	.	.	PUNCT
cana-1577	481	1	international	international	ADJ
cana-1577	481	2	journal	journal	NOUN
cana-1577	481	3	of	of	ADP
cana-1577	481	4	intelligent	intelligent	ADJ
cana-1577	481	5	systems	system	NOUN
cana-1577	481	6	and	and	CCONJ
cana-1577	481	7	applications	application	NOUN
cana-1577	481	8	in	in	ADP
cana-1577	481	9	engineering	engineering	NOUN
cana-1577	481	10	,	,	PUNCT
cana-1577	481	11	12(7s	12(7s	NUM
cana-1577	481	12	)	)	PUNCT
cana-1577	481	13	,	,	PUNCT
cana-1577	482	1	546–559	546–559	NUM
cana-1577	482	2	[	[	X
cana-1577	482	3	22	22	NUM
cana-1577	482	4	]	]	X
cana-1577	482	5	che	che	X
cana-1577	482	6	,	,	PUNCT
cana-1577	482	7	d.	d.	PROPN
cana-1577	482	8	;	;	PUNCT
cana-1577	482	9	zhu	zhu	PROPN
cana-1577	482	10	,	,	PUNCT
cana-1577	482	11	w.	w.	PROPN
cana-1577	482	12	;	;	PUNCT
cana-1577	482	13	ehmann	ehmann	NOUN
cana-1577	482	14	,	,	PUNCT
cana-1577	482	15	k.f	k.f	PROPN
cana-1577	482	16	.	.	PROPN
cana-1577	482	17	chipping	chip	VERB
cana-1577	482	18	and	and	CCONJ
cana-1577	482	19	crushing	crush	VERB
cana-1577	482	20	mechanisms	mechanism	NOUN
cana-1577	482	21	in	in	ADP
cana-1577	482	22	orthogonal	orthogonal	ADJ
cana-1577	482	23	rock	rock	NOUN
cana-1577	482	24	cutting	cutting	NOUN
cana-1577	482	25	.	.	PUNCT
cana-1577	483	1	int	int	NOUN
cana-1577	483	2	.	.	PUNCT
cana-1577	484	1	j.	j.	PROPN
cana-1577	484	2	mech	mech	PROPN
cana-1577	484	3	.	.	PUNCT
cana-1577	485	1	sci	sci	PROPN
cana-1577	485	2	.	.	PROPN
cana-1577	485	3	2016	2016	NUM
cana-1577	485	4	,	,	PUNCT
cana-1577	485	5	119	119	NUM
cana-1577	485	6	,	,	PUNCT
cana-1577	485	7	224–236	224–236	NUM
cana-1577	485	8	.	.	PUNCT
cana-1577	486	1	[	[	X
cana-1577	486	2	23	23	NUM
cana-1577	486	3	]	]	X
cana-1577	486	4	khajehzadeh	khajehzadeh	NOUN
cana-1577	486	5	,	,	PUNCT
cana-1577	486	6	m.	m.	NOUN
cana-1577	486	7	;	;	PUNCT
cana-1577	486	8	taha	taha	PROPN
cana-1577	486	9	,	,	PUNCT
cana-1577	486	10	m.r	m.r	PROPN
cana-1577	486	11	.	.	PROPN
cana-1577	486	12	;	;	PUNCT
cana-1577	486	13	el	el	NOUN
cana-1577	486	14	-	-	PUNCT
cana-1577	486	15	shafie	shafie	NOUN
cana-1577	486	16	,	,	PUNCT
cana-1577	486	17	a.	a.	NOUN
cana-1577	486	18	;	;	PUNCT
cana-1577	486	19	eslami	eslami	PROPN
cana-1577	486	20	,	,	PUNCT
cana-1577	486	21	m.j	m.j	PROPN
cana-1577	486	22	.	.	PROPN
cana-1577	486	23	modified	modify	VERB
cana-1577	486	24	particle	particle	NOUN
cana-1577	486	25	swarm	swarm	NOUN
cana-1577	486	26	optimization	optimization	NOUN
cana-1577	486	27	for	for	ADP
cana-1577	486	28	optimum	optimum	ADJ
cana-1577	486	29	design	design	NOUN
cana-1577	486	30	of	of	ADP
cana-1577	486	31	spread	spread	NOUN
cana-1577	486	32	footing	footing	NOUN
cana-1577	486	33	and	and	CCONJ
cana-1577	486	34	retaining	retain	VERB
cana-1577	486	35	wall	wall	NOUN
cana-1577	486	36	.	.	PUNCT
cana-1577	487	1	j.	j.	PROPN
cana-1577	487	2	zhejiang	zhejiang	PROPN
cana-1577	487	3	univ.-sci	univ.-sci	PROPN
cana-1577	487	4	.	.	PUNCT
cana-1577	488	1	a	a	DET
cana-1577	488	2	2011	2011	NUM
cana-1577	488	3	,	,	PUNCT
cana-1577	488	4	12	12	NUM
cana-1577	488	5	,	,	PUNCT
cana-1577	488	6	415–427	415–427	NUM
cana-1577	488	7	.	.	PUNCT
cana-1577	489	1	[	[	X
cana-1577	489	2	24	24	NUM
cana-1577	489	3	]	]	SYM
cana-1577	489	4	nikbakht	nikbakht	NOUN
cana-1577	489	5	,	,	PUNCT
cana-1577	489	6	s.	s.	PROPN
cana-1577	489	7	;	;	PUNCT
cana-1577	489	8	anitescu	anitescu	PROPN
cana-1577	489	9	,	,	PUNCT
cana-1577	489	10	c.	c.	PROPN
cana-1577	489	11	;	;	PUNCT
cana-1577	489	12	rabczuk	rabczuk	NOUN
cana-1577	489	13	,	,	PUNCT
cana-1577	489	14	t.	t.	NOUN
cana-1577	489	15	optimizing	optimize	VERB
cana-1577	489	16	the	the	DET
cana-1577	489	17	neural	neural	ADJ
cana-1577	489	18	network	network	NOUN
cana-1577	489	19	hyperparameters	hyperparameter	NOUN
cana-1577	489	20	utilizing	utilize	VERB
cana-1577	489	21	genetic	genetic	ADJ
cana-1577	489	22	algorithm	algorithm	NOUN
cana-1577	489	23	.	.	PUNCT
cana-1577	490	1	j.	j.	PROPN
cana-1577	490	2	zhejiang	zhejiang	PROPN
cana-1577	490	3	univ	univ	PROPN
cana-1577	490	4	.	.	PUNCT
cana-1577	491	1	sci	sci	PROPN
cana-1577	491	2	.	.	PUNCT
cana-1577	492	1	a	a	DET
cana-1577	492	2	appl	appl	NOUN
cana-1577	492	3	.	.	PUNCT
cana-1577	493	1	phys	phy	NOUN
cana-1577	493	2	.	.	PUNCT
cana-1577	494	1	eng	eng	PROPN
cana-1577	494	2	.	.	PROPN
cana-1577	494	3	2011	2011	NUM
cana-1577	494	4	,	,	PUNCT
cana-1577	494	5	22	22	NUM
cana-1577	494	6	,	,	PUNCT
cana-1577	494	7	20	20	NUM
cana-1577	494	8	.	.	PUNCT
cana-1577	495	1	communications	communication	NOUN
cana-1577	495	2	on	on	ADP
cana-1577	495	3	applied	apply	VERB
cana-1577	495	4	nonlinear	nonlinear	ADJ
cana-1577	495	5	analysis	analysis	NOUN
cana-1577	495	6	issn	issn	NOUN
cana-1577	495	7	:	:	PUNCT
cana-1577	495	8	1074	1074	NUM
cana-1577	495	9	-	-	PUNCT
cana-1577	495	10	133x	133x	NUM
cana-1577	495	11	vol	vol	NOUN
cana-1577	495	12	31	31	NUM
cana-1577	495	13	no	no	NOUN
cana-1577	495	14	.	.	PUNCT
cana-1577	496	1	8s	8s	PROPN
cana-1577	496	2	(	(	PUNCT
cana-1577	496	3	2024	2024	NUM
cana-1577	496	4	)	)	PUNCT
cana-1577	496	5	691	691	NUM
cana-1577	496	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1577	497	1	[	[	X
cana-1577	497	2	25	25	NUM
cana-1577	497	3	]	]	X
cana-1577	497	4	liu	liu	PROPN
cana-1577	497	5	,	,	PUNCT
cana-1577	497	6	m.	m.	NOUN
cana-1577	497	7	short	short	ADJ
cana-1577	497	8	term	term	NOUN
cana-1577	497	9	load	load	NOUN
cana-1577	497	10	forecasting	forecasting	NOUN
cana-1577	497	11	based	base	VERB
cana-1577	497	12	on	on	ADP
cana-1577	497	13	the	the	DET
cana-1577	497	14	particle	particle	NOUN
cana-1577	497	15	swarm	swarm	NOUN
cana-1577	497	16	optimization	optimization	NOUN
cana-1577	497	17	with	with	ADP
cana-1577	497	18	simulated	simulate	VERB
cana-1577	497	19	annealing	annealing	NOUN
cana-1577	497	20	.	.	PUNCT
cana-1577	498	1	in	in	ADP
cana-1577	498	2	proceedings	proceeding	NOUN
cana-1577	498	3	of	of	ADP
cana-1577	498	4	the	the	DET
cana-1577	498	5	30th	30th	ADJ
cana-1577	498	6	chinese	chinese	PROPN
cana-1577	498	7	control	control	PROPN
cana-1577	498	8	conference	conference	PROPN
cana-1577	498	9	(	(	PUNCT
cana-1577	498	10	ccc	ccc	PROPN
cana-1577	498	11	)	)	PUNCT
cana-1577	498	12	,	,	PUNCT
cana-1577	498	13	yantai	yantai	PROPN
cana-1577	498	14	,	,	PUNCT
cana-1577	498	15	china	china	PROPN
cana-1577	498	16	,	,	PUNCT
cana-1577	498	17	22–24	22–24	NUM
cana-1577	498	18	july	july	NOUN
cana-1577	498	19	2011	2011	NUM
cana-1577	498	20	;	;	PUNCT
cana-1577	498	21	pp	pp	ADP
cana-1577	498	22	.	.	PUNCT
cana-1577	499	1	5250–5252	5250–5252	NUM
cana-1577	499	2	.	.	PUNCT
cana-1577	500	1	[	[	X
cana-1577	500	2	26	26	NUM
cana-1577	500	3	]	]	X
cana-1577	500	4	wang	wang	PROPN
cana-1577	500	5	,	,	PUNCT
cana-1577	500	6	y.l	y.l	PROPN
cana-1577	500	7	.	.	PROPN
cana-1577	500	8	;	;	PUNCT
cana-1577	500	9	liu	liu	PROPN
cana-1577	500	10	,	,	PUNCT
cana-1577	500	11	y.	y.	PROPN
cana-1577	500	12	;	;	PUNCT
cana-1577	500	13	che	che	PROPN
cana-1577	500	14	,	,	PUNCT
cana-1577	500	15	s.b	s.b	PROPN
cana-1577	500	16	.	.	PROPN
cana-1577	500	17	research	research	NOUN
cana-1577	500	18	on	on	ADP
cana-1577	500	19	pattern	pattern	NOUN
cana-1577	500	20	recognition	recognition	NOUN
cana-1577	500	21	based	base	VERB
cana-1577	500	22	on	on	ADP
cana-1577	500	23	bp	bp	PROPN
cana-1577	500	24	neural	neural	ADJ
cana-1577	500	25	network	network	NOUN
cana-1577	500	26	.	.	PUNCT
cana-1577	501	1	adv	adv	PROPN
cana-1577	501	2	.	.	PUNCT
cana-1577	501	3	mater	mater	PROPN
cana-1577	501	4	.	.	PUNCT
cana-1577	502	1	res	re	NOUN
cana-1577	502	2	.	.	PROPN
cana-1577	503	1	2011	2011	NUM
cana-1577	503	2	,	,	PUNCT
cana-1577	503	3	283	283	NUM
cana-1577	503	4	,	,	PUNCT
cana-1577	503	5	161–164	161–164	NUM
cana-1577	503	6	.	.	PUNCT
cana-1577	504	1	[	[	X
cana-1577	504	2	76	76	NUM
cana-1577	504	3	]	]	PUNCT
cana-1577	504	4	mourtzis	mourtzi	NOUN
cana-1577	504	5	,	,	PUNCT
cana-1577	504	6	d.	d.	PROPN
cana-1577	504	7	;	;	PUNCT
cana-1577	504	8	angelopoulos	angelopoulos	PROPN
cana-1577	504	9	,	,	PUNCT
cana-1577	504	10	j.	j.	PROPN
cana-1577	504	11	reactive	reactive	PROPN
cana-1577	504	12	power	power	NOUN
cana-1577	504	13	optimization	optimization	NOUN
cana-1577	504	14	based	base	VERB
cana-1577	504	15	on	on	ADP
cana-1577	504	16	the	the	DET
cana-1577	504	17	application	application	NOUN
cana-1577	504	18	of	of	ADP
cana-1577	504	19	an	an	DET
cana-1577	504	20	improved	improved	ADJ
cana-1577	504	21	particle	particle	NOUN
cana-1577	504	22	swarm	swarm	NOUN
cana-1577	504	23	optimization	optimization	NOUN
cana-1577	504	24	algorithm	algorithm	NOUN
cana-1577	504	25	.	.	PUNCT
cana-1577	505	1	machines	machine	NOUN
cana-1577	505	2	2023	2023	NUM
cana-1577	505	3	,	,	PUNCT
cana-1577	505	4	11	11	NUM
cana-1577	505	5	,	,	PUNCT
cana-1577	505	6	724	724	NUM
cana-1577	505	7	.	.	PUNCT
cana-1577	506	1	[	[	X
cana-1577	506	2	28	28	NUM
cana-1577	506	3	]	]	X
cana-1577	506	4	zhao	zhao	PROPN
cana-1577	506	5	,	,	PUNCT
cana-1577	506	6	j.	j.	PROPN
cana-1577	506	7	;	;	PUNCT
cana-1577	506	8	guo	guo	PROPN
cana-1577	506	9	,	,	PUNCT
cana-1577	506	10	s.	s.	PROPN
cana-1577	506	11	;	;	PUNCT
cana-1577	506	12	ma	ma	PROPN
cana-1577	506	13	,	,	PUNCT
cana-1577	506	14	l.	l.	PROPN
cana-1577	506	15	;	;	PUNCT
cana-1577	506	16	kong	kong	PROPN
cana-1577	506	17	,	,	PUNCT
cana-1577	506	18	h.	h.	PROPN
cana-1577	506	19	;	;	PUNCT
cana-1577	506	20	zhang	zhang	PROPN
cana-1577	506	21	,	,	PUNCT
cana-1577	506	22	n.	n.	NOUN
cana-1577	506	23	tool	tool	NOUN
cana-1577	506	24	wear	wear	VERB
cana-1577	506	25	monitoring	monitoring	NOUN
cana-1577	506	26	based	base	VERB
cana-1577	506	27	on	on	ADP
cana-1577	506	28	an	an	DET
cana-1577	506	29	improved	improved	ADJ
cana-1577	506	30	convolutional	convolutional	ADJ
cana-1577	506	31	neural	neural	ADJ
cana-1577	506	32	network	network	NOUN
cana-1577	506	33	.	.	PUNCT
cana-1577	507	1	j.	j.	PROPN
cana-1577	507	2	mech	mech	PROPN
cana-1577	507	3	.	.	PUNCT
cana-1577	508	1	sci	sci	PROPN
cana-1577	508	2	.	.	PROPN
cana-1577	508	3	technol	technol	PROPN
cana-1577	508	4	.	.	PROPN
cana-1577	509	1	2023	2023	NUM
cana-1577	509	2	,	,	PUNCT
cana-1577	509	3	37	37	NUM
cana-1577	509	4	,	,	PUNCT
cana-1577	509	5	1949–1958	1949–1958	NUM
cana-1577	509	6	.	.	PUNCT