id	sid	tid	token	lemma	pos
ajst-19157	1	1	academic	academic	ADJ
ajst-19157	1	2	journal	journal	NOUN
ajst-19157	1	3	of	of	ADP
ajst-19157	1	4	science	science	NOUN
ajst-19157	1	5	and	and	CCONJ
ajst-19157	1	6	technology	technology	NOUN
ajst-19157	1	7	issn	issn	NOUN
ajst-19157	1	8	:	:	PUNCT
ajst-19157	1	9	2771	2771	NUM
ajst-19157	1	10	-	-	SYM
ajst-19157	1	11	3032	3032	NUM
ajst-19157	1	12	|	|	NOUN
ajst-19157	1	13	vol	vol	NOUN
ajst-19157	1	14	.	.	PROPN
ajst-19157	2	1	10	10	NUM
ajst-19157	2	2	,	,	PUNCT
ajst-19157	2	3	no	no	INTJ
ajst-19157	2	4	.	.	NOUN
ajst-19157	2	5	1	1	NUM
ajst-19157	2	6	,	,	PUNCT
ajst-19157	2	7	2024	2024	NUM
ajst-19157	2	8	100	100	NUM
ajst-19157	2	9	a	a	DET
ajst-19157	2	10	review	review	NOUN
ajst-19157	2	11	of	of	ADP
ajst-19157	2	12	intelligent	intelligent	ADJ
ajst-19157	2	13	research	research	NOUN
ajst-19157	2	14	dynamics	dynamic	NOUN
ajst-19157	2	15	in	in	ADP
ajst-19157	2	16	oil	oil	NOUN
ajst-19157	2	17	and	and	CCONJ
ajst-19157	2	18	gas	gas	NOUN
ajst-19157	2	19	exploration	exploration	NOUN
ajst-19157	2	20	and	and	CCONJ
ajst-19157	2	21	development	development	NOUN
ajst-19157	2	22	xifeng	xifeng	PROPN
ajst-19157	2	23	ding1	ding1	PROPN
ajst-19157	2	24	,	,	PUNCT
ajst-19157	2	25	huiyang	huiyang	PROPN
ajst-19157	2	26	li1	li1	PROPN
ajst-19157	2	27	,	,	PUNCT
ajst-19157	2	28	shiyi	shiyi	VERB
ajst-19157	2	29	ou2	ou2	NOUN
ajst-19157	2	30	1college	1college	PROPN
ajst-19157	2	31	of	of	ADP
ajst-19157	2	32	petroleum	petroleum	NOUN
ajst-19157	2	33	engineering	engineering	NOUN
ajst-19157	2	34	,	,	PUNCT
ajst-19157	2	35	xi'an	xi'an	PROPN
ajst-19157	2	36	shiyou	shiyou	PROPN
ajst-19157	2	37	university	university	PROPN
ajst-19157	2	38	,	,	PUNCT
ajst-19157	2	39	xi'an	xi'an	PROPN
ajst-19157	2	40	shaanxi	shaanxi	PROPN
ajst-19157	2	41	710065	710065	PROPN
ajst-19157	2	42	,	,	PUNCT
ajst-19157	2	43	china	china	PROPN
ajst-19157	2	44	2no.1	2no.1	VERB
ajst-19157	2	45	oil	oil	NOUN
ajst-19157	2	46	production	production	NOUN
ajst-19157	2	47	plant	plant	NOUN
ajst-19157	2	48	,	,	PUNCT
ajst-19157	2	49	petrochina	petrochina	NOUN
ajst-19157	2	50	changqing	changqe	VERB
ajst-19157	2	51	oilfield	oilfield	NOUN
ajst-19157	2	52	company	company	NOUN
ajst-19157	2	53	,	,	PUNCT
ajst-19157	2	54	yan'an	yan'an	PROPN
ajst-19157	2	55	shaanxi	shaanxi	PROPN
ajst-19157	2	56	716000	716000	NUM
ajst-19157	2	57	,	,	PUNCT
ajst-19157	2	58	china	china	PROPN
ajst-19157	2	59	abstract	abstract	PROPN
ajst-19157	2	60	:	:	PUNCT
ajst-19157	2	61	the	the	DET
ajst-19157	2	62	intelligentization	intelligentization	NOUN
ajst-19157	2	63	of	of	ADP
ajst-19157	2	64	oil	oil	NOUN
ajst-19157	2	65	and	and	CCONJ
ajst-19157	2	66	gas	gas	NOUN
ajst-19157	2	67	exploration	exploration	NOUN
ajst-19157	2	68	and	and	CCONJ
ajst-19157	2	69	development	development	NOUN
ajst-19157	2	70	has	have	AUX
ajst-19157	2	71	attracted	attract	VERB
ajst-19157	2	72	much	much	ADJ
ajst-19157	2	73	attention	attention	NOUN
ajst-19157	2	74	in	in	ADP
ajst-19157	2	75	recent	recent	ADJ
ajst-19157	2	76	years	year	NOUN
ajst-19157	2	77	.	.	PUNCT
ajst-19157	3	1	this	this	PRON
ajst-19157	3	2	involves	involve	VERB
ajst-19157	3	3	artificial	artificial	ADJ
ajst-19157	3	4	intelligence	intelligence	NOUN
ajst-19157	3	5	,	,	PUNCT
ajst-19157	3	6	big	big	ADJ
ajst-19157	3	7	data	datum	NOUN
ajst-19157	3	8	analysis	analysis	NOUN
ajst-19157	3	9	,	,	PUNCT
ajst-19157	3	10	and	and	CCONJ
ajst-19157	3	11	other	other	ADJ
ajst-19157	3	12	cutting	cut	VERB
ajst-19157	3	13	-	-	PUNCT
ajst-19157	3	14	edge	edge	NOUN
ajst-19157	3	15	technologies	technology	NOUN
ajst-19157	3	16	and	and	CCONJ
ajst-19157	3	17	methods	method	NOUN
ajst-19157	3	18	.	.	PUNCT
ajst-19157	4	1	the	the	DET
ajst-19157	4	2	paper	paper	NOUN
ajst-19157	4	3	explores	explore	VERB
ajst-19157	4	4	the	the	DET
ajst-19157	4	5	trend	trend	NOUN
ajst-19157	4	6	of	of	ADP
ajst-19157	4	7	intelligent	intelligent	ADJ
ajst-19157	4	8	development	development	NOUN
ajst-19157	4	9	within	within	ADP
ajst-19157	4	10	the	the	DET
ajst-19157	4	11	oil	oil	NOUN
ajst-19157	4	12	and	and	CCONJ
ajst-19157	4	13	gas	gas	NOUN
ajst-19157	4	14	industry	industry	NOUN
ajst-19157	4	15	,	,	PUNCT
ajst-19157	4	16	focusing	focus	VERB
ajst-19157	4	17	on	on	ADP
ajst-19157	4	18	the	the	DET
ajst-19157	4	19	utilization	utilization	NOUN
ajst-19157	4	20	of	of	ADP
ajst-19157	4	21	large	large	ADJ
ajst-19157	4	22	-	-	PUNCT
ajst-19157	4	23	scale	scale	NOUN
ajst-19157	4	24	data	datum	NOUN
ajst-19157	4	25	collection	collection	NOUN
ajst-19157	4	26	,	,	PUNCT
ajst-19157	4	27	integration	integration	NOUN
ajst-19157	4	28	,	,	PUNCT
ajst-19157	4	29	and	and	CCONJ
ajst-19157	4	30	analysis	analysis	NOUN
ajst-19157	4	31	techniques	technique	NOUN
ajst-19157	4	32	.	.	PUNCT
ajst-19157	5	1	it	it	PRON
ajst-19157	5	2	delves	delve	VERB
ajst-19157	5	3	into	into	ADP
ajst-19157	5	4	the	the	DET
ajst-19157	5	5	in	in	ADP
ajst-19157	5	6	-	-	PUNCT
ajst-19157	5	7	depth	depth	NOUN
ajst-19157	5	8	exploration	exploration	NOUN
ajst-19157	5	9	of	of	ADP
ajst-19157	5	10	geological	geological	ADJ
ajst-19157	5	11	,	,	PUNCT
ajst-19157	5	12	geophysical	geophysical	ADJ
ajst-19157	5	13	,	,	PUNCT
ajst-19157	5	14	production	production	NOUN
ajst-19157	5	15	,	,	PUNCT
ajst-19157	5	16	and	and	CCONJ
ajst-19157	5	17	other	other	ADJ
ajst-19157	5	18	pertinent	pertinent	ADJ
ajst-19157	5	19	information	information	NOUN
ajst-19157	5	20	to	to	PART
ajst-19157	5	21	deliver	deliver	VERB
ajst-19157	5	22	more	more	ADV
ajst-19157	5	23	comprehensive	comprehensive	ADJ
ajst-19157	5	24	and	and	CCONJ
ajst-19157	5	25	precise	precise	ADJ
ajst-19157	5	26	data	datum	NOUN
ajst-19157	5	27	support	support	NOUN
ajst-19157	5	28	for	for	ADP
ajst-19157	5	29	the	the	DET
ajst-19157	5	30	exploration	exploration	NOUN
ajst-19157	5	31	and	and	CCONJ
ajst-19157	5	32	development	development	NOUN
ajst-19157	5	33	processes	process	NOUN
ajst-19157	5	34	.	.	PUNCT
ajst-19157	6	1	continuous	continuous	ADJ
ajst-19157	6	2	advancements	advancement	NOUN
ajst-19157	6	3	in	in	ADP
ajst-19157	6	4	big	big	ADJ
ajst-19157	6	5	data	datum	NOUN
ajst-19157	6	6	and	and	CCONJ
ajst-19157	6	7	artificial	artificial	ADJ
ajst-19157	6	8	intelligence	intelligence	NOUN
ajst-19157	6	9	technologies	technology	NOUN
ajst-19157	6	10	further	far	ADV
ajst-19157	6	11	refine	refine	VERB
ajst-19157	6	12	solutions	solution	NOUN
ajst-19157	6	13	,	,	PUNCT
ajst-19157	6	14	ensuring	ensure	VERB
ajst-19157	6	15	greater	great	ADJ
ajst-19157	6	16	accuracy	accuracy	NOUN
ajst-19157	6	17	and	and	CCONJ
ajst-19157	6	18	efficiency	efficiency	NOUN
ajst-19157	6	19	in	in	ADP
ajst-19157	6	20	oil	oil	NOUN
ajst-19157	6	21	and	and	CCONJ
ajst-19157	6	22	gas	gas	NOUN
ajst-19157	6	23	exploration	exploration	NOUN
ajst-19157	6	24	and	and	CCONJ
ajst-19157	6	25	development	development	NOUN
ajst-19157	6	26	.	.	PUNCT
ajst-19157	7	1	data	data	NOUN
ajst-19157	7	2	-	-	PUNCT
ajst-19157	7	3	driven	drive	VERB
ajst-19157	7	4	intelligent	intelligent	ADJ
ajst-19157	7	5	technologies	technology	NOUN
ajst-19157	7	6	play	play	VERB
ajst-19157	7	7	a	a	DET
ajst-19157	7	8	pivotal	pivotal	ADJ
ajst-19157	7	9	role	role	NOUN
ajst-19157	7	10	in	in	ADP
ajst-19157	7	11	the	the	DET
ajst-19157	7	12	exploration	exploration	NOUN
ajst-19157	7	13	and	and	CCONJ
ajst-19157	7	14	development	development	NOUN
ajst-19157	7	15	of	of	ADP
ajst-19157	7	16	oil	oil	NOUN
ajst-19157	7	17	and	and	CCONJ
ajst-19157	7	18	gas	gas	NOUN
ajst-19157	7	19	resources	resource	NOUN
ajst-19157	7	20	,	,	PUNCT
ajst-19157	7	21	providing	provide	VERB
ajst-19157	7	22	a	a	DET
ajst-19157	7	23	robust	robust	ADJ
ajst-19157	7	24	foundation	foundation	NOUN
ajst-19157	7	25	for	for	ADP
ajst-19157	7	26	the	the	DET
ajst-19157	7	27	industry	industry	NOUN
ajst-19157	7	28	's	's	PART
ajst-19157	7	29	intelligent	intelligent	ADJ
ajst-19157	7	30	advancement	advancement	NOUN
ajst-19157	7	31	.	.	PUNCT
ajst-19157	8	1	while	while	SCONJ
ajst-19157	8	2	intelligent	intelligent	ADJ
ajst-19157	8	3	technology	technology	NOUN
ajst-19157	8	4	presents	present	VERB
ajst-19157	8	5	significant	significant	ADJ
ajst-19157	8	6	opportunities	opportunity	NOUN
ajst-19157	8	7	,	,	PUNCT
ajst-19157	8	8	it	it	PRON
ajst-19157	8	9	also	also	ADV
ajst-19157	8	10	presents	present	VERB
ajst-19157	8	11	a	a	DET
ajst-19157	8	12	myriad	myriad	NOUN
ajst-19157	8	13	of	of	ADP
ajst-19157	8	14	challenges	challenge	NOUN
ajst-19157	8	15	.	.	PUNCT
ajst-19157	9	1	thus	thus	ADV
ajst-19157	9	2	,	,	PUNCT
ajst-19157	9	3	collaboration	collaboration	NOUN
ajst-19157	9	4	and	and	CCONJ
ajst-19157	9	5	knowledge	knowledge	NOUN
ajst-19157	9	6	-	-	PUNCT
ajst-19157	9	7	sharing	sharing	NOUN
ajst-19157	9	8	will	will	AUX
ajst-19157	9	9	serve	serve	VERB
ajst-19157	9	10	as	as	ADP
ajst-19157	9	11	the	the	DET
ajst-19157	9	12	primary	primary	ADJ
ajst-19157	9	13	catalysts	catalyst	NOUN
ajst-19157	9	14	for	for	ADP
ajst-19157	9	15	field	field	NOUN
ajst-19157	9	16	development	development	NOUN
ajst-19157	9	17	,	,	PUNCT
ajst-19157	9	18	facilitating	facilitate	VERB
ajst-19157	9	19	the	the	DET
ajst-19157	9	20	exchange	exchange	NOUN
ajst-19157	9	21	of	of	ADP
ajst-19157	9	22	technology	technology	NOUN
ajst-19157	9	23	and	and	CCONJ
ajst-19157	9	24	expertise	expertise	NOUN
ajst-19157	9	25	to	to	PART
ajst-19157	9	26	collectively	collectively	ADV
ajst-19157	9	27	tackle	tackle	VERB
ajst-19157	9	28	challenges	challenge	NOUN
ajst-19157	9	29	in	in	ADP
ajst-19157	9	30	the	the	DET
ajst-19157	9	31	future	future	NOUN
ajst-19157	9	32	.	.	PUNCT
ajst-19157	10	1	keywords	keyword	NOUN
ajst-19157	10	2	:	:	PUNCT
ajst-19157	10	3	artificial	artificial	ADJ
ajst-19157	10	4	intelligence	intelligence	NOUN
ajst-19157	10	5	,	,	PUNCT
ajst-19157	10	6	exploration	exploration	NOUN
ajst-19157	10	7	and	and	CCONJ
ajst-19157	10	8	development	development	NOUN
ajst-19157	10	9	,	,	PUNCT
ajst-19157	10	10	data	datum	NOUN
ajst-19157	10	11	-	-	PUNCT
ajst-19157	10	12	driven	drive	VERB
ajst-19157	10	13	.	.	PUNCT
ajst-19157	11	1	1	1	X
ajst-19157	11	2	.	.	X
ajst-19157	11	3	introduction	introduction	NOUN
ajst-19157	11	4	china	china	PROPN
ajst-19157	11	5	has	have	VERB
ajst-19157	11	6	a	a	DET
ajst-19157	11	7	complex	complex	ADJ
ajst-19157	11	8	and	and	CCONJ
ajst-19157	11	9	diverse	diverse	ADJ
ajst-19157	11	10	distribution	distribution	NOUN
ajst-19157	11	11	of	of	ADP
ajst-19157	11	12	oil	oil	NOUN
ajst-19157	11	13	and	and	CCONJ
ajst-19157	11	14	gas	gas	NOUN
ajst-19157	11	15	resources	resource	NOUN
ajst-19157	11	16	,	,	PUNCT
ajst-19157	11	17	which	which	PRON
ajst-19157	11	18	makes	make	VERB
ajst-19157	11	19	exploration	exploration	NOUN
ajst-19157	11	20	and	and	CCONJ
ajst-19157	11	21	development	development	NOUN
ajst-19157	11	22	challenging	challenge	VERB
ajst-19157	11	23	due	due	ADJ
ajst-19157	11	24	to	to	ADP
ajst-19157	11	25	varying	vary	VERB
ajst-19157	11	26	geological	geological	ADJ
ajst-19157	11	27	conditions	condition	NOUN
ajst-19157	11	28	and	and	CCONJ
ajst-19157	11	29	environmental	environmental	ADJ
ajst-19157	11	30	issues	issue	NOUN
ajst-19157	11	31	.	.	PUNCT
ajst-19157	12	1	as	as	ADP
ajst-19157	12	2	a	a	DET
ajst-19157	12	3	result	result	NOUN
ajst-19157	12	4	,	,	PUNCT
ajst-19157	12	5	different	different	ADJ
ajst-19157	12	6	exploration	exploration	NOUN
ajst-19157	12	7	technologies	technology	NOUN
ajst-19157	12	8	and	and	CCONJ
ajst-19157	12	9	engineering	engineering	NOUN
ajst-19157	12	10	approaches	approach	NOUN
ajst-19157	12	11	are	be	AUX
ajst-19157	12	12	required	require	VERB
ajst-19157	12	13	[	[	X
ajst-19157	12	14	1	1	NUM
ajst-19157	12	15	]	]	PUNCT
ajst-19157	12	16	.	.	PUNCT
ajst-19157	13	1	additionally	additionally	ADV
ajst-19157	13	2	,	,	PUNCT
ajst-19157	13	3	oil	oil	NOUN
ajst-19157	13	4	and	and	CCONJ
ajst-19157	13	5	gas	gas	NOUN
ajst-19157	13	6	resources	resource	NOUN
ajst-19157	13	7	serve	serve	VERB
ajst-19157	13	8	as	as	ADP
ajst-19157	13	9	the	the	DET
ajst-19157	13	10	lifeblood	lifeblood	NOUN
ajst-19157	13	11	of	of	ADP
ajst-19157	13	12	the	the	DET
ajst-19157	13	13	industrial	industrial	ADJ
ajst-19157	13	14	economy	economy	NOUN
ajst-19157	13	15	,	,	PUNCT
ajst-19157	13	16	playing	play	VERB
ajst-19157	13	17	a	a	DET
ajst-19157	13	18	crucial	crucial	ADJ
ajst-19157	13	19	role	role	NOUN
ajst-19157	13	20	in	in	ADP
ajst-19157	13	21	the	the	DET
ajst-19157	13	22	economic	economic	ADJ
ajst-19157	13	23	operation	operation	NOUN
ajst-19157	13	24	and	and	CCONJ
ajst-19157	13	25	social	social	ADJ
ajst-19157	13	26	development	development	NOUN
ajst-19157	13	27	of	of	ADP
ajst-19157	13	28	the	the	DET
ajst-19157	13	29	nation	nation	NOUN
ajst-19157	13	30	.	.	PUNCT
ajst-19157	14	1	increasing	increase	VERB
ajst-19157	14	2	hydrocarbon	hydrocarbon	NOUN
ajst-19157	14	3	exploration	exploration	NOUN
ajst-19157	14	4	and	and	CCONJ
ajst-19157	14	5	development	development	NOUN
ajst-19157	14	6	helps	help	VERB
ajst-19157	14	7	minimize	minimize	VERB
ajst-19157	14	8	reliance	reliance	NOUN
ajst-19157	14	9	on	on	ADP
ajst-19157	14	10	imported	import	VERB
ajst-19157	14	11	energy	energy	NOUN
ajst-19157	14	12	,	,	PUNCT
ajst-19157	14	13	strengthen	strengthen	VERB
ajst-19157	14	14	energy	energy	NOUN
ajst-19157	14	15	autonomy	autonomy	NOUN
ajst-19157	14	16	and	and	CCONJ
ajst-19157	14	17	resilience	resilience	NOUN
ajst-19157	14	18	,	,	PUNCT
ajst-19157	14	19	and	and	CCONJ
ajst-19157	14	20	protect	protect	VERB
ajst-19157	14	21	energy	energy	NOUN
ajst-19157	14	22	security	security	NOUN
ajst-19157	14	23	while	while	SCONJ
ajst-19157	14	24	also	also	ADV
ajst-19157	14	25	improving	improve	VERB
ajst-19157	14	26	the	the	DET
ajst-19157	14	27	country	country	NOUN
ajst-19157	14	28	's	's	PART
ajst-19157	14	29	energy	energy	NOUN
ajst-19157	14	30	supply	supply	NOUN
ajst-19157	14	31	,	,	PUNCT
ajst-19157	14	32	assuring	assure	VERB
ajst-19157	14	33	stability	stability	NOUN
ajst-19157	14	34	and	and	CCONJ
ajst-19157	14	35	satisfying	satisfy	VERB
ajst-19157	14	36	rising	rise	VERB
ajst-19157	14	37	demand	demand	NOUN
ajst-19157	14	38	[	[	X
ajst-19157	14	39	2	2	NUM
ajst-19157	14	40	]	]	PUNCT
ajst-19157	14	41	.	.	PUNCT
ajst-19157	15	1	the	the	DET
ajst-19157	15	2	rapid	rapid	ADJ
ajst-19157	15	3	advancement	advancement	NOUN
ajst-19157	15	4	of	of	ADP
ajst-19157	15	5	the	the	DET
ajst-19157	15	6	latest	late	ADJ
ajst-19157	15	7	technological	technological	ADJ
ajst-19157	15	8	revolution	revolution	NOUN
ajst-19157	15	9	has	have	AUX
ajst-19157	15	10	led	lead	VERB
ajst-19157	15	11	to	to	ADP
ajst-19157	15	12	the	the	DET
ajst-19157	15	13	widespread	widespread	ADJ
ajst-19157	15	14	adoption	adoption	NOUN
ajst-19157	15	15	of	of	ADP
ajst-19157	15	16	modern	modern	ADJ
ajst-19157	15	17	information	information	NOUN
ajst-19157	15	18	technologies	technology	NOUN
ajst-19157	15	19	like	like	ADP
ajst-19157	15	20	the	the	DET
ajst-19157	15	21	internet	internet	NOUN
ajst-19157	15	22	of	of	ADP
ajst-19157	15	23	things	thing	NOUN
ajst-19157	15	24	(	(	PUNCT
ajst-19157	15	25	iot	iot	NOUN
ajst-19157	15	26	)	)	PUNCT
ajst-19157	15	27	,	,	PUNCT
ajst-19157	15	28	big	big	ADJ
ajst-19157	15	29	data	datum	NOUN
ajst-19157	15	30	analysis	analysis	NOUN
ajst-19157	15	31	,	,	PUNCT
ajst-19157	15	32	artificial	artificial	ADJ
ajst-19157	15	33	intelligence	intelligence	NOUN
ajst-19157	15	34	(	(	PUNCT
ajst-19157	15	35	ai	ai	NOUN
ajst-19157	15	36	)	)	PUNCT
ajst-19157	15	37	,	,	PUNCT
ajst-19157	15	38	and	and	CCONJ
ajst-19157	15	39	cloud	cloud	NOUN
ajst-19157	15	40	computing	computing	NOUN
ajst-19157	15	41	across	across	ADP
ajst-19157	15	42	various	various	ADJ
ajst-19157	15	43	scenarios	scenario	NOUN
ajst-19157	15	44	.	.	PUNCT
ajst-19157	16	1	these	these	DET
ajst-19157	16	2	technologies	technology	NOUN
ajst-19157	16	3	have	have	AUX
ajst-19157	16	4	exhibited	exhibit	VERB
ajst-19157	16	5	significant	significant	ADJ
ajst-19157	16	6	potential	potential	NOUN
ajst-19157	16	7	,	,	PUNCT
ajst-19157	16	8	and	and	CCONJ
ajst-19157	16	9	a	a	DET
ajst-19157	16	10	wave	wave	NOUN
ajst-19157	16	11	of	of	ADP
ajst-19157	16	12	technological	technological	ADJ
ajst-19157	16	13	innovations	innovation	NOUN
ajst-19157	16	14	and	and	CCONJ
ajst-19157	16	15	industrial	industrial	ADJ
ajst-19157	16	16	transformations	transformation	NOUN
ajst-19157	16	17	centered	center	VERB
ajst-19157	16	18	around	around	ADP
ajst-19157	16	19	intelligence	intelligence	NOUN
ajst-19157	16	20	is	be	AUX
ajst-19157	16	21	poised	poise	VERB
ajst-19157	16	22	to	to	PART
ajst-19157	16	23	provide	provide	VERB
ajst-19157	16	24	unprecedented	unprecedented	ADJ
ajst-19157	16	25	opportunities	opportunity	NOUN
ajst-19157	16	26	for	for	ADP
ajst-19157	16	27	traditional	traditional	ADJ
ajst-19157	16	28	industries	industry	NOUN
ajst-19157	17	1	[	[	X
ajst-19157	17	2	3	3	NUM
ajst-19157	17	3	]	]	PUNCT
ajst-19157	17	4	.	.	PUNCT
ajst-19157	18	1	this	this	DET
ajst-19157	18	2	trend	trend	NOUN
ajst-19157	18	3	is	be	AUX
ajst-19157	18	4	also	also	ADV
ajst-19157	18	5	sweeping	sweep	VERB
ajst-19157	18	6	through	through	ADP
ajst-19157	18	7	the	the	DET
ajst-19157	18	8	oil	oil	NOUN
ajst-19157	18	9	and	and	CCONJ
ajst-19157	18	10	gas	gas	NOUN
ajst-19157	18	11	sector	sector	NOUN
ajst-19157	18	12	,	,	PUNCT
ajst-19157	18	13	where	where	SCONJ
ajst-19157	18	14	the	the	DET
ajst-19157	18	15	industry	industry	NOUN
ajst-19157	18	16	is	be	AUX
ajst-19157	18	17	increasingly	increasingly	ADV
ajst-19157	18	18	dependent	dependent	ADJ
ajst-19157	18	19	on	on	ADP
ajst-19157	18	20	big	big	ADJ
ajst-19157	18	21	data	datum	NOUN
ajst-19157	18	22	and	and	CCONJ
ajst-19157	18	23	artificial	artificial	ADJ
ajst-19157	18	24	intelligence	intelligence	NOUN
ajst-19157	18	25	technologies	technology	NOUN
ajst-19157	18	26	to	to	PART
ajst-19157	18	27	enhance	enhance	VERB
ajst-19157	18	28	exploration	exploration	NOUN
ajst-19157	18	29	and	and	CCONJ
ajst-19157	18	30	development	development	NOUN
ajst-19157	18	31	efficiency	efficiency	NOUN
ajst-19157	18	32	and	and	CCONJ
ajst-19157	18	33	streamline	streamline	VERB
ajst-19157	18	34	production	production	NOUN
ajst-19157	18	35	processes	process	NOUN
ajst-19157	18	36	.	.	PUNCT
ajst-19157	19	1	the	the	DET
ajst-19157	19	2	integration	integration	NOUN
ajst-19157	19	3	and	and	CCONJ
ajst-19157	19	4	implementation	implementation	NOUN
ajst-19157	19	5	of	of	ADP
ajst-19157	19	6	these	these	DET
ajst-19157	19	7	technologies	technology	NOUN
ajst-19157	19	8	are	be	AUX
ajst-19157	19	9	gradually	gradually	ADV
ajst-19157	19	10	reshaping	reshape	VERB
ajst-19157	19	11	production	production	NOUN
ajst-19157	19	12	methods	method	NOUN
ajst-19157	19	13	,	,	PUNCT
ajst-19157	19	14	industrial	industrial	ADJ
ajst-19157	19	15	structures	structure	NOUN
ajst-19157	19	16	,	,	PUNCT
ajst-19157	19	17	and	and	CCONJ
ajst-19157	19	18	operational	operational	ADJ
ajst-19157	19	19	mechanisms	mechanism	NOUN
ajst-19157	19	20	,	,	PUNCT
ajst-19157	19	21	emerging	emerge	VERB
ajst-19157	19	22	as	as	ADP
ajst-19157	19	23	a	a	DET
ajst-19157	19	24	significant	significant	ADJ
ajst-19157	19	25	driving	driving	NOUN
ajst-19157	19	26	force	force	NOUN
ajst-19157	19	27	for	for	ADP
ajst-19157	19	28	the	the	DET
ajst-19157	19	29	advancement	advancement	NOUN
ajst-19157	19	30	of	of	ADP
ajst-19157	19	31	oil	oil	NOUN
ajst-19157	19	32	and	and	CCONJ
ajst-19157	19	33	gas	gas	NOUN
ajst-19157	19	34	exploration	exploration	NOUN
ajst-19157	19	35	and	and	CCONJ
ajst-19157	19	36	development	development	NOUN
ajst-19157	20	1	[	[	X
ajst-19157	20	2	4	4	NUM
ajst-19157	20	3	]	]	PUNCT
ajst-19157	20	4	.	.	PUNCT
ajst-19157	21	1	the	the	DET
ajst-19157	21	2	intelligent	intelligent	ADJ
ajst-19157	21	3	advancement	advancement	NOUN
ajst-19157	21	4	of	of	ADP
ajst-19157	21	5	oil	oil	NOUN
ajst-19157	21	6	and	and	CCONJ
ajst-19157	21	7	gas	gas	NOUN
ajst-19157	21	8	exploration	exploration	NOUN
ajst-19157	21	9	and	and	CCONJ
ajst-19157	21	10	development	development	NOUN
ajst-19157	21	11	represents	represent	VERB
ajst-19157	21	12	not	not	PART
ajst-19157	21	13	merely	merely	ADV
ajst-19157	21	14	a	a	DET
ajst-19157	21	15	technological	technological	ADJ
ajst-19157	21	16	shift	shift	NOUN
ajst-19157	21	17	but	but	CCONJ
ajst-19157	21	18	also	also	ADV
ajst-19157	21	19	exerts	exert	VERB
ajst-19157	21	20	a	a	DET
ajst-19157	21	21	profound	profound	ADJ
ajst-19157	21	22	influence	influence	NOUN
ajst-19157	21	23	on	on	ADP
ajst-19157	21	24	the	the	DET
ajst-19157	21	25	entire	entire	ADJ
ajst-19157	21	26	oil	oil	NOUN
ajst-19157	21	27	and	and	CCONJ
ajst-19157	21	28	gas	gas	NOUN
ajst-19157	21	29	industry	industry	NOUN
ajst-19157	21	30	,	,	PUNCT
ajst-19157	21	31	ushering	usher	VERB
ajst-19157	21	32	in	in	ADP
ajst-19157	21	33	both	both	CCONJ
ajst-19157	21	34	new	new	ADJ
ajst-19157	21	35	opportunities	opportunity	NOUN
ajst-19157	21	36	and	and	CCONJ
ajst-19157	21	37	challenges	challenge	NOUN
ajst-19157	21	38	[	[	X
ajst-19157	21	39	5	5	NUM
ajst-19157	21	40	-	-	SYM
ajst-19157	21	41	6	6	NUM
ajst-19157	21	42	]	]	PUNCT
ajst-19157	21	43	.	.	PUNCT
ajst-19157	22	1	this	this	DET
ajst-19157	22	2	paper	paper	NOUN
ajst-19157	22	3	aims	aim	VERB
ajst-19157	22	4	to	to	PART
ajst-19157	22	5	comprehensively	comprehensively	ADV
ajst-19157	22	6	survey	survey	VERB
ajst-19157	22	7	current	current	ADJ
ajst-19157	22	8	research	research	NOUN
ajst-19157	22	9	dynamics	dynamic	NOUN
ajst-19157	22	10	to	to	PART
ajst-19157	22	11	offer	offer	VERB
ajst-19157	22	12	insights	insight	NOUN
ajst-19157	22	13	into	into	ADP
ajst-19157	22	14	the	the	DET
ajst-19157	22	15	application	application	NOUN
ajst-19157	22	16	of	of	ADP
ajst-19157	22	17	intelligent	intelligent	ADJ
ajst-19157	22	18	technology	technology	NOUN
ajst-19157	22	19	in	in	ADP
ajst-19157	22	20	oil	oil	NOUN
ajst-19157	22	21	and	and	CCONJ
ajst-19157	22	22	gas	gas	NOUN
ajst-19157	22	23	exploration	exploration	NOUN
ajst-19157	22	24	and	and	CCONJ
ajst-19157	22	25	development	development	NOUN
ajst-19157	22	26	,	,	PUNCT
ajst-19157	22	27	as	as	ADV
ajst-19157	22	28	well	well	ADV
ajst-19157	22	29	as	as	ADP
ajst-19157	22	30	to	to	PART
ajst-19157	22	31	shed	shed	VERB
ajst-19157	22	32	light	light	NOUN
ajst-19157	22	33	on	on	ADP
ajst-19157	22	34	future	future	ADJ
ajst-19157	22	35	research	research	NOUN
ajst-19157	22	36	directions	direction	NOUN
ajst-19157	22	37	and	and	CCONJ
ajst-19157	22	38	industry	industry	NOUN
ajst-19157	22	39	development	development	NOUN
ajst-19157	22	40	trends	trend	NOUN
ajst-19157	22	41	.	.	PUNCT
ajst-19157	23	1	considering	consider	VERB
ajst-19157	23	2	how	how	SCONJ
ajst-19157	23	3	the	the	DET
ajst-19157	23	4	oil	oil	NOUN
ajst-19157	23	5	and	and	CCONJ
ajst-19157	23	6	gas	gas	NOUN
ajst-19157	23	7	industry	industry	NOUN
ajst-19157	23	8	may	may	AUX
ajst-19157	23	9	embrace	embrace	VERB
ajst-19157	23	10	more	more	ADV
ajst-19157	23	11	sustainable	sustainable	ADJ
ajst-19157	23	12	and	and	CCONJ
ajst-19157	23	13	efficient	efficient	ADJ
ajst-19157	23	14	development	development	NOUN
ajst-19157	23	15	by	by	ADP
ajst-19157	23	16	implementing	implement	VERB
ajst-19157	23	17	intelligent	intelligent	ADJ
ajst-19157	23	18	technology	technology	NOUN
ajst-19157	23	19	will	will	AUX
ajst-19157	23	20	be	be	AUX
ajst-19157	23	21	the	the	DET
ajst-19157	23	22	center	center	NOUN
ajst-19157	23	23	of	of	ADP
ajst-19157	23	24	attention	attention	NOUN
ajst-19157	23	25	for	for	ADP
ajst-19157	23	26	everyone	everyone	PRON
ajst-19157	23	27	in	in	ADP
ajst-19157	23	28	this	this	DET
ajst-19157	23	29	age	age	NOUN
ajst-19157	23	30	of	of	ADP
ajst-19157	23	31	technological	technological	ADJ
ajst-19157	23	32	revolution	revolution	NOUN
ajst-19157	23	33	.	.	PUNCT
ajst-19157	24	1	despite	despite	SCONJ
ajst-19157	24	2	the	the	DET
ajst-19157	24	3	numerous	numerous	ADJ
ajst-19157	24	4	opportunities	opportunity	NOUN
ajst-19157	24	5	afforded	afford	VERB
ajst-19157	24	6	by	by	ADP
ajst-19157	24	7	intelligent	intelligent	ADJ
ajst-19157	24	8	technology	technology	NOUN
ajst-19157	24	9	,	,	PUNCT
ajst-19157	24	10	there	there	PRON
ajst-19157	24	11	remain	remain	VERB
ajst-19157	24	12	a	a	DET
ajst-19157	24	13	series	series	NOUN
ajst-19157	24	14	of	of	ADP
ajst-19157	24	15	problems	problem	NOUN
ajst-19157	24	16	and	and	CCONJ
ajst-19157	24	17	challenges	challenge	NOUN
ajst-19157	24	18	in	in	ADP
ajst-19157	24	19	its	its	PRON
ajst-19157	24	20	application	application	NOUN
ajst-19157	24	21	process	process	NOUN
ajst-19157	24	22	.	.	PUNCT
ajst-19157	25	1	additionally	additionally	ADV
ajst-19157	25	2	,	,	PUNCT
ajst-19157	25	3	this	this	DET
ajst-19157	25	4	paper	paper	NOUN
ajst-19157	25	5	will	will	AUX
ajst-19157	25	6	address	address	VERB
ajst-19157	25	7	the	the	DET
ajst-19157	25	8	current	current	ADJ
ajst-19157	25	9	challenges	challenge	NOUN
ajst-19157	25	10	confronting	confront	VERB
ajst-19157	25	11	the	the	DET
ajst-19157	25	12	intelligent	intelligent	ADJ
ajst-19157	25	13	development	development	NOUN
ajst-19157	25	14	of	of	ADP
ajst-19157	25	15	oil	oil	NOUN
ajst-19157	25	16	and	and	CCONJ
ajst-19157	25	17	gas	gas	NOUN
ajst-19157	25	18	exploration	exploration	NOUN
ajst-19157	25	19	and	and	CCONJ
ajst-19157	25	20	production	production	NOUN
ajst-19157	25	21	(	(	PUNCT
ajst-19157	25	22	e&p	e&p	PROPN
ajst-19157	25	23	)	)	PUNCT
ajst-19157	25	24	,	,	PUNCT
ajst-19157	25	25	and	and	CCONJ
ajst-19157	25	26	explore	explore	VERB
ajst-19157	25	27	how	how	SCONJ
ajst-19157	25	28	crossdisciplinary	crossdisciplinary	ADJ
ajst-19157	25	29	collaboration	collaboration	NOUN
ajst-19157	25	30	can	can	AUX
ajst-19157	25	31	foster	foster	VERB
ajst-19157	25	32	innovation	innovation	NOUN
ajst-19157	25	33	and	and	CCONJ
ajst-19157	25	34	application	application	NOUN
ajst-19157	25	35	of	of	ADP
ajst-19157	25	36	intelligent	intelligent	ADJ
ajst-19157	25	37	technologies	technology	NOUN
ajst-19157	25	38	in	in	ADP
ajst-19157	25	39	the	the	DET
ajst-19157	25	40	oil	oil	NOUN
ajst-19157	25	41	and	and	CCONJ
ajst-19157	25	42	gas	gas	NOUN
ajst-19157	25	43	e&p	e&p	PROPN
ajst-19157	25	44	sector	sector	NOUN
ajst-19157	25	45	.	.	PUNCT
ajst-19157	26	1	2	2	X
ajst-19157	26	2	.	.	X
ajst-19157	26	3	current	current	ADJ
ajst-19157	26	4	status	status	NOUN
ajst-19157	26	5	of	of	ADP
ajst-19157	26	6	intelligence	intelligence	NOUN
ajst-19157	26	7	technology	technology	PROPN
ajst-19157	26	8	development	development	PROPN
ajst-19157	26	9	big	big	ADJ
ajst-19157	26	10	data	datum	NOUN
ajst-19157	26	11	and	and	CCONJ
ajst-19157	26	12	artificial	artificial	ADJ
ajst-19157	26	13	intelligence	intelligence	NOUN
ajst-19157	26	14	(	(	PUNCT
ajst-19157	26	15	ai	ai	AUX
ajst-19157	26	16	)	)	PUNCT
ajst-19157	26	17	share	share	VERB
ajst-19157	26	18	a	a	DET
ajst-19157	26	19	symbiotic	symbiotic	ADJ
ajst-19157	26	20	relationship	relationship	NOUN
ajst-19157	26	21	:	:	PUNCT
ajst-19157	26	22	big	big	ADJ
ajst-19157	26	23	data	datum	NOUN
ajst-19157	26	24	furnishes	furnish	VERB
ajst-19157	26	25	data	datum	NOUN
ajst-19157	26	26	for	for	ADP
ajst-19157	26	27	ai	ai	NOUN
ajst-19157	26	28	to	to	PART
ajst-19157	26	29	train	train	VERB
ajst-19157	26	30	and	and	CCONJ
ajst-19157	26	31	learn	learn	VERB
ajst-19157	26	32	from	from	ADP
ajst-19157	26	33	,	,	PUNCT
ajst-19157	26	34	while	while	SCONJ
ajst-19157	26	35	ai	ai	VERB
ajst-19157	26	36	conducts	conduct	NOUN
ajst-19157	26	37	processing	processing	NOUN
ajst-19157	26	38	and	and	CCONJ
ajst-19157	26	39	analysis	analysis	NOUN
ajst-19157	26	40	of	of	ADP
ajst-19157	26	41	big	big	ADJ
ajst-19157	26	42	data	datum	NOUN
ajst-19157	26	43	to	to	PART
ajst-19157	26	44	unearth	unearth	VERB
ajst-19157	26	45	vital	vital	ADJ
ajst-19157	26	46	information	information	NOUN
ajst-19157	26	47	and	and	CCONJ
ajst-19157	26	48	unveil	unveil	VERB
ajst-19157	26	49	the	the	DET
ajst-19157	26	50	underlying	underlie	VERB
ajst-19157	26	51	laws	law	NOUN
ajst-19157	26	52	and	and	CCONJ
ajst-19157	26	53	logic	logic	NOUN
ajst-19157	26	54	embedded	embed	VERB
ajst-19157	26	55	within	within	ADP
ajst-19157	26	56	the	the	DET
ajst-19157	26	57	data	datum	NOUN
ajst-19157	26	58	,	,	PUNCT
ajst-19157	26	59	thereby	thereby	ADV
ajst-19157	26	60	complementing	complement	VERB
ajst-19157	26	61	each	each	DET
ajst-19157	26	62	other	other	ADJ
ajst-19157	26	63	.	.	PUNCT
ajst-19157	27	1	the	the	DET
ajst-19157	27	2	advancement	advancement	NOUN
ajst-19157	27	3	of	of	ADP
ajst-19157	27	4	big	big	ADJ
ajst-19157	27	5	data	datum	NOUN
ajst-19157	27	6	and	and	CCONJ
ajst-19157	27	7	artificial	artificial	ADJ
ajst-19157	27	8	intelligence	intelligence	NOUN
ajst-19157	27	9	technologies	technology	NOUN
ajst-19157	27	10	has	have	AUX
ajst-19157	27	11	emerged	emerge	VERB
ajst-19157	27	12	as	as	ADP
ajst-19157	27	13	a	a	DET
ajst-19157	27	14	crucial	crucial	ADJ
ajst-19157	27	15	catalyst	catalyst	NOUN
ajst-19157	27	16	for	for	ADP
ajst-19157	27	17	modern	modern	ADJ
ajst-19157	27	18	technological	technological	ADJ
ajst-19157	27	19	progress	progress	NOUN
ajst-19157	27	20	,	,	PUNCT
ajst-19157	27	21	exerting	exert	VERB
ajst-19157	27	22	significant	significant	ADJ
ajst-19157	27	23	influence	influence	NOUN
ajst-19157	27	24	across	across	ADP
ajst-19157	27	25	various	various	ADJ
ajst-19157	27	26	domains	domain	NOUN
ajst-19157	27	27	including	include	VERB
ajst-19157	27	28	business	business	NOUN
ajst-19157	27	29	,	,	PUNCT
ajst-19157	27	30	industry	industry	NOUN
ajst-19157	27	31	,	,	PUNCT
ajst-19157	27	32	healthcare	healthcare	PROPN
ajst-19157	27	33	,	,	PUNCT
ajst-19157	27	34	education	education	NOUN
ajst-19157	27	35	,	,	PUNCT
ajst-19157	27	36	and	and	CCONJ
ajst-19157	27	37	numerous	numerous	ADJ
ajst-19157	27	38	other	other	ADJ
ajst-19157	27	39	fields	field	NOUN
ajst-19157	27	40	[	[	PUNCT
ajst-19157	27	41	7	7	NUM
ajst-19157	27	42	-	-	SYM
ajst-19157	27	43	8	8	NUM
ajst-19157	27	44	]	]	PUNCT
ajst-19157	27	45	.	.	PUNCT
ajst-19157	28	1	big	big	ADJ
ajst-19157	28	2	data	data	NOUN
ajst-19157	28	3	-	-	PUNCT
ajst-19157	28	4	driven	drive	VERB
ajst-19157	28	5	ai	ai	PROPN
ajst-19157	28	6	technologies	technology	NOUN
ajst-19157	28	7	continue	continue	VERB
ajst-19157	28	8	to	to	PART
ajst-19157	28	9	evolve	evolve	VERB
ajst-19157	28	10	to	to	PART
ajst-19157	28	11	offer	offer	VERB
ajst-19157	28	12	increasingly	increasingly	ADV
ajst-19157	28	13	intelligent	intelligent	ADJ
ajst-19157	28	14	and	and	CCONJ
ajst-19157	28	15	effective	effective	ADJ
ajst-19157	28	16	solutions	solution	NOUN
ajst-19157	28	17	for	for	ADP
ajst-19157	28	18	society	society	NOUN
ajst-19157	28	19	and	and	CCONJ
ajst-19157	28	20	industry	industry	NOUN
ajst-19157	28	21	.	.	PUNCT
ajst-19157	29	1	the	the	DET
ajst-19157	29	2	evolution	evolution	NOUN
ajst-19157	29	3	of	of	ADP
ajst-19157	29	4	artificial	artificial	ADJ
ajst-19157	29	5	intelligence	intelligence	NOUN
ajst-19157	29	6	(	(	PUNCT
ajst-19157	29	7	ai	ai	PROPN
ajst-19157	29	8	)	)	PUNCT
ajst-19157	29	9	unfolds	unfold	VERB
ajst-19157	29	10	in	in	ADP
ajst-19157	29	11	distinct	distinct	ADJ
ajst-19157	29	12	phases	phase	NOUN
ajst-19157	29	13	,	,	PUNCT
ajst-19157	29	14	tracing	trace	VERB
ajst-19157	29	15	its	its	PRON
ajst-19157	29	16	development	development	NOUN
ajst-19157	29	17	from	from	ADP
ajst-19157	29	18	conception	conception	NOUN
ajst-19157	29	19	to	to	ADP
ajst-19157	29	20	its	its	PRON
ajst-19157	29	21	current	current	ADJ
ajst-19157	29	22	state	state	NOUN
ajst-19157	29	23	of	of	ADP
ajst-19157	29	24	increasing	increase	VERB
ajst-19157	29	25	maturity	maturity	NOUN
ajst-19157	29	26	and	and	CCONJ
ajst-19157	29	27	widespread	widespread	ADJ
ajst-19157	29	28	application	application	NOUN
ajst-19157	29	29	.	.	PUNCT
ajst-19157	30	1	in	in	ADP
ajst-19157	30	2	the	the	DET
ajst-19157	30	3	early	early	ADJ
ajst-19157	30	4	1940s	1940	NOUN
ajst-19157	30	5	,	,	PUNCT
ajst-19157	30	6	minsky	minsky	NOUN
ajst-19157	30	7	and	and	CCONJ
ajst-19157	30	8	edmonds	edmond	NOUN
ajst-19157	30	9	constructed	construct	VERB
ajst-19157	30	10	the	the	DET
ajst-19157	30	11	initial	initial	ADJ
ajst-19157	30	12	neural	neural	ADJ
ajst-19157	30	13	network	network	NOUN
ajst-19157	30	14	simulator	simulator	NOUN
ajst-19157	30	15	,	,	PUNCT
ajst-19157	30	16	known	know	VERB
ajst-19157	30	17	as	as	ADP
ajst-19157	30	18	101	101	NUM
ajst-19157	30	19	snarc	snarc	NOUN
ajst-19157	30	20	.	.	PUNCT
ajst-19157	31	1	the	the	DET
ajst-19157	31	2	term	term	NOUN
ajst-19157	31	3	"	"	PUNCT
ajst-19157	31	4	artificial	artificial	ADJ
ajst-19157	31	5	intelligence	intelligence	NOUN
ajst-19157	31	6	"	"	PUNCT
ajst-19157	31	7	was	be	AUX
ajst-19157	31	8	first	first	ADV
ajst-19157	31	9	coined	coin	VERB
ajst-19157	31	10	by	by	ADP
ajst-19157	31	11	scientists	scientist	NOUN
ajst-19157	31	12	,	,	PUNCT
ajst-19157	31	13	including	include	VERB
ajst-19157	31	14	mccarthy	mccarthy	PROPN
ajst-19157	31	15	,	,	PUNCT
ajst-19157	31	16	during	during	ADP
ajst-19157	31	17	a	a	DET
ajst-19157	31	18	conference	conference	NOUN
ajst-19157	31	19	held	hold	VERB
ajst-19157	31	20	at	at	ADP
ajst-19157	31	21	dartmouth	dartmouth	PROPN
ajst-19157	31	22	in	in	ADP
ajst-19157	31	23	1956	1956	NUM
ajst-19157	31	24	.	.	PUNCT
ajst-19157	32	1	the	the	DET
ajst-19157	32	2	1960s	1960	NOUN
ajst-19157	32	3	focused	focus	VERB
ajst-19157	32	4	on	on	ADP
ajst-19157	32	5	the	the	DET
ajst-19157	32	6	development	development	NOUN
ajst-19157	32	7	of	of	ADP
ajst-19157	32	8	symbolic	symbolic	ADJ
ajst-19157	32	9	systems	system	NOUN
ajst-19157	32	10	,	,	PUNCT
ajst-19157	32	11	aimed	aim	VERB
ajst-19157	32	12	at	at	ADP
ajst-19157	32	13	problem	problem	NOUN
ajst-19157	32	14	-	-	PUNCT
ajst-19157	32	15	solving	solving	NOUN
ajst-19157	32	16	through	through	ADP
ajst-19157	32	17	the	the	DET
ajst-19157	32	18	application	application	NOUN
ajst-19157	32	19	of	of	ADP
ajst-19157	32	20	rules	rule	NOUN
ajst-19157	32	21	and	and	CCONJ
ajst-19157	32	22	knowledge	knowledge	NOUN
ajst-19157	32	23	representations	representation	NOUN
ajst-19157	32	24	,	,	PUNCT
ajst-19157	32	25	with	with	ADP
ajst-19157	32	26	expert	expert	NOUN
ajst-19157	32	27	systems	system	NOUN
ajst-19157	32	28	emerging	emerge	VERB
ajst-19157	32	29	as	as	ADP
ajst-19157	32	30	a	a	DET
ajst-19157	32	31	prominent	prominent	ADJ
ajst-19157	32	32	outcome	outcome	NOUN
ajst-19157	32	33	of	of	ADP
ajst-19157	32	34	this	this	DET
ajst-19157	32	35	phase	phase	NOUN
ajst-19157	32	36	.	.	PUNCT
ajst-19157	33	1	in	in	ADP
ajst-19157	33	2	the	the	DET
ajst-19157	33	3	late	late	ADJ
ajst-19157	33	4	1970s	1970	NOUN
ajst-19157	33	5	,	,	PUNCT
ajst-19157	33	6	following	follow	VERB
ajst-19157	33	7	an	an	DET
ajst-19157	33	8	initial	initial	ADJ
ajst-19157	33	9	period	period	NOUN
ajst-19157	33	10	of	of	ADP
ajst-19157	33	11	optimism	optimism	NOUN
ajst-19157	33	12	,	,	PUNCT
ajst-19157	33	13	ai	ai	AUX
ajst-19157	33	14	research	research	NOUN
ajst-19157	33	15	encountered	encounter	VERB
ajst-19157	33	16	its	its	PRON
ajst-19157	33	17	first	first	ADJ
ajst-19157	33	18	downturn	downturn	NOUN
ajst-19157	33	19	,	,	PUNCT
ajst-19157	33	20	known	know	VERB
ajst-19157	33	21	as	as	ADP
ajst-19157	33	22	the	the	DET
ajst-19157	33	23	first	first	ADJ
ajst-19157	33	24	ai	ai	PROPN
ajst-19157	33	25	winter	winter	NOUN
ajst-19157	33	26	,	,	PUNCT
ajst-19157	33	27	due	due	ADP
ajst-19157	33	28	to	to	ADP
ajst-19157	33	29	technological	technological	ADJ
ajst-19157	33	30	constraints	constraint	NOUN
ajst-19157	33	31	and	and	CCONJ
ajst-19157	33	32	inflated	inflated	ADJ
ajst-19157	33	33	expectations	expectation	NOUN
ajst-19157	33	34	.	.	PUNCT
ajst-19157	34	1	in	in	ADP
ajst-19157	34	2	the	the	DET
ajst-19157	34	3	1980s	1980	NOUN
ajst-19157	34	4	,	,	PUNCT
ajst-19157	34	5	expert	expert	NOUN
ajst-19157	34	6	systems	system	NOUN
ajst-19157	34	7	achieved	achieve	VERB
ajst-19157	34	8	some	some	DET
ajst-19157	34	9	commercial	commercial	ADJ
ajst-19157	34	10	success	success	NOUN
ajst-19157	34	11	,	,	PUNCT
ajst-19157	34	12	but	but	CCONJ
ajst-19157	34	13	progress	progress	NOUN
ajst-19157	34	14	was	be	AUX
ajst-19157	34	15	relatively	relatively	ADV
ajst-19157	34	16	slow	slow	ADJ
ajst-19157	34	17	due	due	ADJ
ajst-19157	34	18	to	to	ADP
ajst-19157	34	19	limited	limited	ADJ
ajst-19157	34	20	computational	computational	ADJ
ajst-19157	34	21	resources	resource	NOUN
ajst-19157	34	22	and	and	CCONJ
ajst-19157	34	23	theoretical	theoretical	ADJ
ajst-19157	34	24	challenges	challenge	NOUN
ajst-19157	34	25	.	.	PUNCT
ajst-19157	35	1	by	by	ADP
ajst-19157	35	2	the	the	DET
ajst-19157	35	3	mid-1980s	mid-1980	NOUN
ajst-19157	35	4	,	,	PUNCT
ajst-19157	35	5	machine	machine	NOUN
ajst-19157	35	6	learning	learning	NOUN
ajst-19157	35	7	,	,	PUNCT
ajst-19157	35	8	including	include	VERB
ajst-19157	35	9	decision	decision	NOUN
ajst-19157	35	10	trees	tree	NOUN
ajst-19157	35	11	,	,	PUNCT
ajst-19157	35	12	neural	neural	ADJ
ajst-19157	35	13	networks	network	NOUN
ajst-19157	35	14	,	,	PUNCT
ajst-19157	35	15	and	and	CCONJ
ajst-19157	35	16	knowledge	knowledge	NOUN
ajst-19157	35	17	-	-	PUNCT
ajst-19157	35	18	based	base	VERB
ajst-19157	35	19	reasoning	reasoning	NOUN
ajst-19157	35	20	methods	method	NOUN
ajst-19157	35	21	,	,	PUNCT
ajst-19157	35	22	started	start	VERB
ajst-19157	35	23	to	to	PART
ajst-19157	35	24	emerge	emerge	VERB
ajst-19157	35	25	.	.	PUNCT
ajst-19157	36	1	however	however	ADV
ajst-19157	36	2	,	,	PUNCT
ajst-19157	36	3	the	the	DET
ajst-19157	36	4	pace	pace	NOUN
ajst-19157	36	5	of	of	ADP
ajst-19157	36	6	ai	ai	PROPN
ajst-19157	36	7	technology	technology	NOUN
ajst-19157	36	8	development	development	NOUN
ajst-19157	36	9	once	once	ADV
ajst-19157	36	10	again	again	ADV
ajst-19157	36	11	decelerated	decelerate	VERB
ajst-19157	36	12	,	,	PUNCT
ajst-19157	36	13	leading	lead	VERB
ajst-19157	36	14	to	to	ADP
ajst-19157	36	15	a	a	DET
ajst-19157	36	16	second	second	ADJ
ajst-19157	36	17	winter	winter	NOUN
ajst-19157	36	18	period	period	NOUN
ajst-19157	36	19	.	.	PUNCT
ajst-19157	37	1	the	the	DET
ajst-19157	37	2	advent	advent	NOUN
ajst-19157	37	3	of	of	ADP
ajst-19157	37	4	big	big	ADJ
ajst-19157	37	5	data	datum	NOUN
ajst-19157	37	6	and	and	CCONJ
ajst-19157	37	7	the	the	DET
ajst-19157	37	8	emergence	emergence	NOUN
ajst-19157	37	9	of	of	ADP
ajst-19157	37	10	cloud	cloud	NOUN
ajst-19157	37	11	computing	computing	NOUN
ajst-19157	37	12	since	since	SCONJ
ajst-19157	37	13	the	the	DET
ajst-19157	37	14	21st	21st	ADJ
ajst-19157	37	15	century	century	NOUN
ajst-19157	37	16	have	have	AUX
ajst-19157	37	17	created	create	VERB
ajst-19157	37	18	new	new	ADJ
ajst-19157	37	19	opportunities	opportunity	NOUN
ajst-19157	37	20	for	for	ADP
ajst-19157	37	21	ai	ai	PROPN
ajst-19157	37	22	development	development	NOUN
ajst-19157	37	23	.	.	PUNCT
ajst-19157	38	1	the	the	DET
ajst-19157	38	2	availability	availability	NOUN
ajst-19157	38	3	of	of	ADP
ajst-19157	38	4	large	large	ADJ
ajst-19157	38	5	-	-	PUNCT
ajst-19157	38	6	scale	scale	NOUN
ajst-19157	38	7	datasets	dataset	NOUN
ajst-19157	38	8	and	and	CCONJ
ajst-19157	38	9	enhanced	enhance	VERB
ajst-19157	38	10	computational	computational	ADJ
ajst-19157	38	11	resources	resource	NOUN
ajst-19157	38	12	has	have	AUX
ajst-19157	38	13	driven	drive	VERB
ajst-19157	38	14	significant	significant	ADJ
ajst-19157	38	15	advancements	advancement	NOUN
ajst-19157	38	16	in	in	ADP
ajst-19157	38	17	algorithms	algorithm	NOUN
ajst-19157	38	18	,	,	PUNCT
ajst-19157	38	19	particularly	particularly	ADV
ajst-19157	38	20	in	in	ADP
ajst-19157	38	21	machine	machine	NOUN
ajst-19157	38	22	learning	learning	NOUN
ajst-19157	38	23	and	and	CCONJ
ajst-19157	38	24	deep	deep	ADJ
ajst-19157	38	25	learning	learning	NOUN
ajst-19157	38	26	[	[	X
ajst-19157	38	27	9	9	NUM
ajst-19157	38	28	]	]	PUNCT
ajst-19157	38	29	.	.	PUNCT
ajst-19157	39	1	the	the	DET
ajst-19157	39	2	progression	progression	NOUN
ajst-19157	39	3	of	of	ADP
ajst-19157	39	4	artificial	artificial	ADJ
ajst-19157	39	5	intelligence	intelligence	NOUN
ajst-19157	39	6	is	be	AUX
ajst-19157	39	7	depicted	depict	VERB
ajst-19157	39	8	in	in	ADP
ajst-19157	39	9	table	table	NOUN
ajst-19157	39	10	1	1	NUM
ajst-19157	39	11	.	.	PUNCT
ajst-19157	39	12	table	table	NOUN
ajst-19157	39	13	1	1	NUM
ajst-19157	39	14	.	.	X
ajst-19157	40	1	history	history	NOUN
ajst-19157	40	2	of	of	ADP
ajst-19157	40	3	artificial	artificial	ADJ
ajst-19157	40	4	intelligence	intelligence	NOUN
ajst-19157	40	5	technology	technology	NOUN
ajst-19157	40	6	period	period	NOUN
ajst-19157	40	7	characteristics	characteristic	VERB
ajst-19157	40	8	events	event	NOUN
ajst-19157	40	9	mid-1940s	mid-1940	NOUN
ajst-19157	40	10	the	the	DET
ajst-19157	40	11	first	first	ADJ
ajst-19157	40	12	peak	peak	NOUN
ajst-19157	40	13	the	the	DET
ajst-19157	40	14	first	first	ADJ
ajst-19157	40	15	network	network	NOUN
ajst-19157	40	16	computer	computer	NOUN
ajst-19157	40	17	1956	1956	NUM
ajst-19157	40	18	dartmouth	dartmouth	PROPN
ajst-19157	40	19	conference	conference	NOUN
ajst-19157	40	20	1974	1974	NUM
ajst-19157	40	21	-	-	SYM
ajst-19157	40	22	1980	1980	NUM
ajst-19157	40	23	the	the	DET
ajst-19157	40	24	first	first	ADJ
ajst-19157	40	25	valley	valley	NOUN
ajst-19157	40	26	bottom	bottom	NOUN
ajst-19157	40	27	defects	defect	NOUN
ajst-19157	40	28	in	in	ADP
ajst-19157	40	29	data	datum	NOUN
ajst-19157	40	30	analysis	analysis	NOUN
ajst-19157	40	31	1980s	1980	NOUN
ajst-19157	40	32	the	the	DET
ajst-19157	40	33	second	second	ADJ
ajst-19157	40	34	peak	peak	NOUN
ajst-19157	40	35	expert	expert	NOUN
ajst-19157	40	36	system	system	NOUN
ajst-19157	40	37	and	and	CCONJ
ajst-19157	40	38	artificial	artificial	ADJ
ajst-19157	40	39	neural	neural	ADJ
ajst-19157	40	40	network	network	NOUN
ajst-19157	40	41	1987	1987	NUM
ajst-19157	40	42	the	the	DET
ajst-19157	40	43	second	second	ADJ
ajst-19157	40	44	valley	valley	NOUN
ajst-19157	40	45	bottom	bottom	NOUN
ajst-19157	40	46	ai	ai	VERB
ajst-19157	40	47	has	have	AUX
ajst-19157	40	48	been	be	AUX
ajst-19157	40	49	denied	deny	VERB
ajst-19157	40	50	early	early	ADV
ajst-19157	40	51	21	21	NUM
ajst-19157	40	52	century	century	NOUN
ajst-19157	40	53	the	the	DET
ajst-19157	40	54	third	third	ADJ
ajst-19157	40	55	peak	peak	NOUN
ajst-19157	40	56	deep	deep	ADJ
ajst-19157	40	57	learning	learning	NOUN
ajst-19157	40	58	algorithms	algorithm	NOUN
ajst-19157	40	59	and	and	CCONJ
ajst-19157	40	60	big	big	ADJ
ajst-19157	40	61	data	datum	NOUN
ajst-19157	40	62	the	the	DET
ajst-19157	40	63	modern	modern	ADJ
ajst-19157	40	64	era	era	NOUN
ajst-19157	40	65	of	of	ADP
ajst-19157	40	66	deep	deep	ADJ
ajst-19157	40	67	learning	learning	NOUN
ajst-19157	40	68	was	be	AUX
ajst-19157	40	69	marked	mark	VERB
ajst-19157	40	70	by	by	ADP
ajst-19157	40	71	a	a	DET
ajst-19157	40	72	series	series	NOUN
ajst-19157	40	73	of	of	ADP
ajst-19157	40	74	studies	study	NOUN
ajst-19157	40	75	in	in	ADP
ajst-19157	40	76	2006	2006	NUM
ajst-19157	40	77	conducted	conduct	VERB
ajst-19157	40	78	by	by	ADP
ajst-19157	40	79	hinton	hinton	PROPN
ajst-19157	40	80	et	et	PROPN
ajst-19157	40	81	al	al	PROPN
ajst-19157	40	82	.	.	PROPN
ajst-19157	40	83	,	,	PUNCT
ajst-19157	40	84	which	which	PRON
ajst-19157	40	85	showcased	showcase	VERB
ajst-19157	40	86	that	that	SCONJ
ajst-19157	40	87	employing	employ	VERB
ajst-19157	40	88	unsupervised	unsupervised	ADJ
ajst-19157	40	89	pre	pre	NOUN
ajst-19157	40	90	-	-	NOUN
ajst-19157	40	91	training	training	NOUN
ajst-19157	40	92	in	in	ADP
ajst-19157	40	93	multilayer	multilayer	ADJ
ajst-19157	40	94	neural	neural	ADJ
ajst-19157	40	95	networks	network	NOUN
ajst-19157	40	96	could	could	AUX
ajst-19157	40	97	greatly	greatly	ADV
ajst-19157	40	98	enhance	enhance	VERB
ajst-19157	40	99	network	network	NOUN
ajst-19157	40	100	performance	performance	NOUN
ajst-19157	40	101	.	.	PUNCT
ajst-19157	41	1	this	this	DET
ajst-19157	41	2	work	work	NOUN
ajst-19157	41	3	introduced	introduce	VERB
ajst-19157	41	4	deep	deep	ADJ
ajst-19157	41	5	belief	belief	NOUN
ajst-19157	41	6	networks	network	NOUN
ajst-19157	41	7	(	(	PUNCT
ajst-19157	41	8	dbns	dbns	PROPN
ajst-19157	41	9	)	)	PUNCT
ajst-19157	41	10	as	as	ADP
ajst-19157	41	11	the	the	DET
ajst-19157	41	12	designation	designation	NOUN
ajst-19157	41	13	for	for	ADP
ajst-19157	41	14	these	these	DET
ajst-19157	41	15	network	network	NOUN
ajst-19157	41	16	structures	structure	NOUN
ajst-19157	41	17	[	[	X
ajst-19157	41	18	10	10	NUM
ajst-19157	41	19	-	-	SYM
ajst-19157	41	20	11	11	NUM
ajst-19157	41	21	]	]	PUNCT
ajst-19157	41	22	.	.	PUNCT
ajst-19157	42	1	deep	deep	ADJ
ajst-19157	42	2	learning	learning	NOUN
ajst-19157	42	3	has	have	AUX
ajst-19157	42	4	advanced	advance	VERB
ajst-19157	42	5	significantly	significantly	ADV
ajst-19157	42	6	in	in	ADP
ajst-19157	42	7	image	image	NOUN
ajst-19157	42	8	identification	identification	NOUN
ajst-19157	42	9	,	,	PUNCT
ajst-19157	42	10	audio	audio	ADJ
ajst-19157	42	11	recognition	recognition	NOUN
ajst-19157	42	12	,	,	PUNCT
ajst-19157	42	13	and	and	CCONJ
ajst-19157	42	14	natural	natural	ADJ
ajst-19157	42	15	language	language	NOUN
ajst-19157	42	16	processing	processing	NOUN
ajst-19157	42	17	in	in	ADP
ajst-19157	42	18	recent	recent	ADJ
ajst-19157	42	19	years	year	NOUN
ajst-19157	42	20	,	,	PUNCT
ajst-19157	42	21	exhibiting	exhibit	VERB
ajst-19157	42	22	tremendous	tremendous	ADJ
ajst-19157	42	23	growth	growth	NOUN
ajst-19157	42	24	.	.	PUNCT
ajst-19157	43	1	its	its	PRON
ajst-19157	43	2	success	success	NOUN
ajst-19157	43	3	is	be	AUX
ajst-19157	43	4	mostly	mostly	ADV
ajst-19157	43	5	due	due	ADJ
ajst-19157	43	6	to	to	ADP
ajst-19157	43	7	the	the	DET
ajst-19157	43	8	abundance	abundance	NOUN
ajst-19157	43	9	of	of	ADP
ajst-19157	43	10	large	large	ADJ
ajst-19157	43	11	-	-	PUNCT
ajst-19157	43	12	scale	scale	NOUN
ajst-19157	43	13	data	datum	NOUN
ajst-19157	43	14	,	,	PUNCT
ajst-19157	43	15	powerful	powerful	ADJ
ajst-19157	43	16	computing	computing	NOUN
ajst-19157	43	17	power	power	NOUN
ajst-19157	43	18	,	,	PUNCT
ajst-19157	43	19	and	and	CCONJ
ajst-19157	43	20	improved	improved	ADJ
ajst-19157	43	21	algorithms	algorithm	NOUN
ajst-19157	43	22	.	.	PUNCT
ajst-19157	44	1	currently	currently	ADV
ajst-19157	44	2	,	,	PUNCT
ajst-19157	44	3	the	the	DET
ajst-19157	44	4	most	most	ADV
ajst-19157	44	5	prevalent	prevalent	ADJ
ajst-19157	44	6	deep	deep	ADJ
ajst-19157	44	7	learning	learning	NOUN
ajst-19157	44	8	frameworks	framework	NOUN
ajst-19157	44	9	include	include	VERB
ajst-19157	44	10	tensorflow	tensorflow	NOUN
ajst-19157	44	11	,	,	PUNCT
ajst-19157	44	12	keras	keras	PROPN
ajst-19157	44	13	,	,	PUNCT
ajst-19157	44	14	pytorch	pytorch	NOUN
ajst-19157	44	15	,	,	PUNCT
ajst-19157	44	16	and	and	CCONJ
ajst-19157	44	17	mxnet	mxnet	NOUN
ajst-19157	44	18	.	.	PUNCT
ajst-19157	45	1	these	these	DET
ajst-19157	45	2	frameworks	framework	NOUN
ajst-19157	45	3	,	,	PUNCT
ajst-19157	45	4	which	which	PRON
ajst-19157	45	5	are	be	AUX
ajst-19157	45	6	compatible	compatible	ADJ
ajst-19157	45	7	with	with	ADP
ajst-19157	45	8	the	the	DET
ajst-19157	45	9	python	python	NOUN
ajst-19157	45	10	programming	programming	NOUN
ajst-19157	45	11	language	language	NOUN
ajst-19157	45	12	and	and	CCONJ
ajst-19157	45	13	gpu	gpu	NOUN
ajst-19157	45	14	parallel	parallel	ADJ
ajst-19157	45	15	computing	computing	NOUN
ajst-19157	45	16	,	,	PUNCT
ajst-19157	45	17	empower	empower	NOUN
ajst-19157	45	18	developers	developer	NOUN
ajst-19157	45	19	to	to	PART
ajst-19157	45	20	effortlessly	effortlessly	ADV
ajst-19157	45	21	deploy	deploy	VERB
ajst-19157	45	22	a	a	DET
ajst-19157	45	23	diverse	diverse	ADJ
ajst-19157	45	24	range	range	NOUN
ajst-19157	45	25	of	of	ADP
ajst-19157	45	26	complex	complex	ADJ
ajst-19157	45	27	neural	neural	ADJ
ajst-19157	45	28	networks	network	NOUN
ajst-19157	45	29	.	.	PUNCT
ajst-19157	46	1	examples	example	NOUN
ajst-19157	46	2	include	include	VERB
ajst-19157	46	3	fully	fully	ADV
ajst-19157	46	4	connected	connect	VERB
ajst-19157	46	5	neural	neural	ADJ
ajst-19157	46	6	networks	network	NOUN
ajst-19157	46	7	,	,	PUNCT
ajst-19157	46	8	convolutional	convolutional	ADJ
ajst-19157	46	9	neural	neural	ADJ
ajst-19157	46	10	networks	network	NOUN
ajst-19157	46	11	,	,	PUNCT
ajst-19157	46	12	and	and	CCONJ
ajst-19157	46	13	generative	generative	VERB
ajst-19157	46	14	adversarial	adversarial	ADJ
ajst-19157	46	15	neural	neural	ADJ
ajst-19157	46	16	networks	network	NOUN
ajst-19157	46	17	,	,	PUNCT
ajst-19157	46	18	which	which	PRON
ajst-19157	46	19	play	play	VERB
ajst-19157	46	20	pivotal	pivotal	ADJ
ajst-19157	46	21	roles	role	NOUN
ajst-19157	46	22	in	in	ADP
ajst-19157	46	23	addressing	address	VERB
ajst-19157	46	24	a	a	DET
ajst-19157	46	25	multitude	multitude	NOUN
ajst-19157	46	26	of	of	ADP
ajst-19157	46	27	problem	problem	NOUN
ajst-19157	46	28	types	type	NOUN
ajst-19157	46	29	,	,	PUNCT
ajst-19157	46	30	including	include	VERB
ajst-19157	46	31	classification	classification	NOUN
ajst-19157	46	32	,	,	PUNCT
ajst-19157	46	33	dimensionality	dimensionality	NOUN
ajst-19157	46	34	reduction	reduction	NOUN
ajst-19157	46	35	,	,	PUNCT
ajst-19157	46	36	clustering	clustering	NOUN
ajst-19157	46	37	,	,	PUNCT
ajst-19157	46	38	and	and	CCONJ
ajst-19157	46	39	regression	regression	VERB
ajst-19157	46	40	[	[	X
ajst-19157	46	41	4	4	NUM
ajst-19157	46	42	]	]	PUNCT
ajst-19157	46	43	.	.	PUNCT
ajst-19157	47	1	3	3	X
ajst-19157	47	2	.	.	X
ajst-19157	47	3	intelligent	intelligent	ADJ
ajst-19157	47	4	technology	technology	NOUN
ajst-19157	47	5	in	in	ADP
ajst-19157	47	6	oil	oil	NOUN
ajst-19157	47	7	and	and	CCONJ
ajst-19157	47	8	gas	gas	NOUN
ajst-19157	47	9	3.1	3.1	NUM
ajst-19157	47	10	.	.	PUNCT
ajst-19157	47	11	logging	log	VERB
ajst-19157	47	12	curve	curve	NOUN
ajst-19157	47	13	processing	processing	NOUN
ajst-19157	47	14	analysis	analysis	NOUN
ajst-19157	47	15	due	due	ADJ
ajst-19157	47	16	to	to	ADP
ajst-19157	47	17	various	various	ADJ
ajst-19157	47	18	reasons	reason	NOUN
ajst-19157	47	19	,	,	PUNCT
ajst-19157	47	20	logging	log	VERB
ajst-19157	47	21	curve	curve	NOUN
ajst-19157	47	22	data	datum	NOUN
ajst-19157	47	23	may	may	AUX
ajst-19157	47	24	be	be	AUX
ajst-19157	47	25	missing	miss	VERB
ajst-19157	47	26	or	or	CCONJ
ajst-19157	47	27	incomplete	incomplete	ADJ
ajst-19157	47	28	.	.	PUNCT
ajst-19157	48	1	the	the	DET
ajst-19157	48	2	advent	advent	NOUN
ajst-19157	48	3	of	of	ADP
ajst-19157	48	4	artificial	artificial	ADJ
ajst-19157	48	5	intelligence	intelligence	NOUN
ajst-19157	48	6	for	for	ADP
ajst-19157	48	7	reconstructing	reconstruct	VERB
ajst-19157	48	8	and	and	CCONJ
ajst-19157	48	9	correcting	correct	VERB
ajst-19157	48	10	logging	log	VERB
ajst-19157	48	11	curves	curve	NOUN
ajst-19157	48	12	through	through	ADP
ajst-19157	48	13	data	data	NOUN
ajst-19157	48	14	analysis	analysis	NOUN
ajst-19157	48	15	and	and	CCONJ
ajst-19157	48	16	pattern	pattern	NOUN
ajst-19157	48	17	recognition	recognition	NOUN
ajst-19157	48	18	enables	enable	VERB
ajst-19157	48	19	more	more	ADV
ajst-19157	48	20	precise	precise	ADJ
ajst-19157	48	21	geological	geological	ADJ
ajst-19157	48	22	interpretation	interpretation	NOUN
ajst-19157	48	23	.	.	PUNCT
ajst-19157	49	1	this	this	DET
ajst-19157	49	2	approach	approach	NOUN
ajst-19157	49	3	has	have	AUX
ajst-19157	49	4	yielded	yield	VERB
ajst-19157	49	5	superior	superior	ADJ
ajst-19157	49	6	results	result	NOUN
ajst-19157	49	7	in	in	ADP
ajst-19157	49	8	identifying	identify	VERB
ajst-19157	49	9	and	and	CCONJ
ajst-19157	49	10	delineating	delineate	VERB
ajst-19157	49	11	petrographic	petrographic	ADJ
ajst-19157	49	12	types	type	NOUN
ajst-19157	49	13	and	and	CCONJ
ajst-19157	49	14	calculating	calculate	VERB
ajst-19157	49	15	physical	physical	ADJ
ajst-19157	49	16	parameters	parameter	NOUN
ajst-19157	49	17	of	of	ADP
ajst-19157	49	18	oil	oil	NOUN
ajst-19157	49	19	and	and	CCONJ
ajst-19157	49	20	gas	gas	NOUN
ajst-19157	49	21	reservoirs	reservoir	NOUN
ajst-19157	49	22	,	,	PUNCT
ajst-19157	49	23	among	among	ADP
ajst-19157	49	24	other	other	ADJ
ajst-19157	49	25	applications	application	NOUN
ajst-19157	49	26	[	[	X
ajst-19157	49	27	12	12	NUM
ajst-19157	49	28	]	]	PUNCT
ajst-19157	49	29	.	.	PUNCT
ajst-19157	50	1	akinnikawe	akinnikawe	PROPN
ajst-19157	50	2	et	et	PROPN
ajst-19157	50	3	al	al	PROPN
ajst-19157	50	4	.	.	PUNCT
ajst-19157	51	1	[	[	X
ajst-19157	51	2	13	13	NUM
ajst-19157	51	3	]	]	PUNCT
ajst-19157	51	4	addressed	address	VERB
ajst-19157	51	5	the	the	DET
ajst-19157	51	6	issue	issue	NOUN
ajst-19157	51	7	of	of	ADP
ajst-19157	51	8	missing	miss	VERB
ajst-19157	51	9	logging	log	VERB
ajst-19157	51	10	data	datum	NOUN
ajst-19157	51	11	by	by	ADP
ajst-19157	51	12	employing	employ	VERB
ajst-19157	51	13	a	a	DET
ajst-19157	51	14	range	range	NOUN
ajst-19157	51	15	of	of	ADP
ajst-19157	51	16	machine	machine	NOUN
ajst-19157	51	17	learning	learn	VERB
ajst-19157	51	18	algorithms	algorithm	NOUN
ajst-19157	51	19	for	for	ADP
ajst-19157	51	20	predictive	predictive	ADJ
ajst-19157	51	21	training	training	NOUN
ajst-19157	51	22	.	.	PUNCT
ajst-19157	52	1	they	they	PRON
ajst-19157	52	2	identified	identify	VERB
ajst-19157	52	3	the	the	DET
ajst-19157	52	4	optimal	optimal	ADJ
ajst-19157	52	5	algorithm	algorithm	NOUN
ajst-19157	52	6	by	by	ADP
ajst-19157	52	7	verifying	verify	VERB
ajst-19157	52	8	the	the	DET
ajst-19157	52	9	minimum	minimum	ADJ
ajst-19157	52	10	mean	mean	NOUN
ajst-19157	52	11	square	square	ADJ
ajst-19157	52	12	error	error	NOUN
ajst-19157	52	13	of	of	ADP
ajst-19157	52	14	the	the	DET
ajst-19157	52	15	dataset	dataset	NOUN
ajst-19157	52	16	.	.	PUNCT
ajst-19157	53	1	yang	yang	PROPN
ajst-19157	53	2	et	et	PROPN
ajst-19157	53	3	al	al	PROPN
ajst-19157	53	4	.	.	PUNCT
ajst-19157	54	1	[	[	X
ajst-19157	54	2	14	14	NUM
ajst-19157	54	3	]	]	X
ajst-19157	54	4	utilized	utilize	VERB
ajst-19157	54	5	existing	exist	VERB
ajst-19157	54	6	logging	logging	NOUN
ajst-19157	54	7	and	and	CCONJ
ajst-19157	54	8	core	core	NOUN
ajst-19157	54	9	data	datum	NOUN
ajst-19157	54	10	to	to	PART
ajst-19157	54	11	predict	predict	VERB
ajst-19157	54	12	porosity	porosity	NOUN
ajst-19157	54	13	.	.	PUNCT
ajst-19157	55	1	they	they	PRON
ajst-19157	55	2	employed	employ	VERB
ajst-19157	55	3	a	a	DET
ajst-19157	55	4	convolutional	convolutional	ADJ
ajst-19157	55	5	neural	neural	ADJ
ajst-19157	55	6	network	network	NOUN
ajst-19157	55	7	model	model	NOUN
ajst-19157	55	8	constructed	construct	VERB
ajst-19157	55	9	using	use	VERB
ajst-19157	55	10	deep	deep	ADJ
ajst-19157	55	11	learning	learning	NOUN
ajst-19157	55	12	methods	method	NOUN
ajst-19157	55	13	for	for	ADP
ajst-19157	55	14	this	this	DET
ajst-19157	55	15	purpose	purpose	NOUN
ajst-19157	55	16	.	.	PUNCT
ajst-19157	56	1	korjani	korjani	PROPN
ajst-19157	56	2	et	et	PROPN
ajst-19157	56	3	al	al	PROPN
ajst-19157	56	4	.	.	PUNCT
ajst-19157	57	1	[	[	X
ajst-19157	57	2	15	15	NUM
ajst-19157	57	3	]	]	PUNCT
ajst-19157	57	4	developed	develop	VERB
ajst-19157	57	5	a	a	DET
ajst-19157	57	6	deep	deep	ADJ
ajst-19157	57	7	learning	learning	NOUN
ajst-19157	57	8	model	model	NOUN
ajst-19157	57	9	using	use	VERB
ajst-19157	57	10	extensive	extensive	ADJ
ajst-19157	57	11	logging	log	VERB
ajst-19157	57	12	data	datum	NOUN
ajst-19157	57	13	and	and	CCONJ
ajst-19157	57	14	rock	rock	NOUN
ajst-19157	57	15	fluid	fluid	NOUN
ajst-19157	57	16	data	datum	NOUN
ajst-19157	57	17	.	.	PUNCT
ajst-19157	58	1	the	the	DET
ajst-19157	58	2	prediction	prediction	NOUN
ajst-19157	58	3	results	result	NOUN
ajst-19157	58	4	,	,	PUNCT
ajst-19157	58	5	which	which	PRON
ajst-19157	58	6	closely	closely	ADV
ajst-19157	58	7	matched	match	VERB
ajst-19157	58	8	the	the	DET
ajst-19157	58	9	actual	actual	ADJ
ajst-19157	58	10	logging	log	VERB
ajst-19157	58	11	data	datum	NOUN
ajst-19157	58	12	,	,	PUNCT
ajst-19157	58	13	validated	validate	VERB
ajst-19157	58	14	the	the	DET
ajst-19157	58	15	accuracy	accuracy	NOUN
ajst-19157	58	16	and	and	CCONJ
ajst-19157	58	17	reliability	reliability	NOUN
ajst-19157	58	18	of	of	ADP
ajst-19157	58	19	the	the	DET
ajst-19157	58	20	method	method	NOUN
ajst-19157	58	21	.	.	PUNCT
ajst-19157	59	1	tian	tian	PROPN
ajst-19157	59	2	et	et	PROPN
ajst-19157	59	3	al	al	PROPN
ajst-19157	59	4	.	.	PUNCT
ajst-19157	60	1	[	[	X
ajst-19157	60	2	16	16	NUM
ajst-19157	60	3	]	]	PUNCT
ajst-19157	60	4	created	create	VERB
ajst-19157	60	5	a	a	DET
ajst-19157	60	6	log	log	NOUN
ajst-19157	60	7	phase	phase	NOUN
ajst-19157	60	8	delineation	delineation	NOUN
ajst-19157	60	9	model	model	NOUN
ajst-19157	60	10	comprising	comprise	VERB
ajst-19157	60	11	five	five	NUM
ajst-19157	60	12	clusters	cluster	NOUN
ajst-19157	60	13	,	,	PUNCT
ajst-19157	60	14	derived	derive	VERB
ajst-19157	60	15	from	from	ADP
ajst-19157	60	16	petrographic	petrographic	ADJ
ajst-19157	60	17	identification	identification	NOUN
ajst-19157	60	18	results	result	NOUN
ajst-19157	60	19	and	and	CCONJ
ajst-19157	60	20	log	log	NOUN
ajst-19157	60	21	phase	phase	NOUN
ajst-19157	60	22	calibration	calibration	NOUN
ajst-19157	60	23	of	of	ADP
ajst-19157	60	24	core	core	NOUN
ajst-19157	60	25	data	datum	NOUN
ajst-19157	60	26	.	.	PUNCT
ajst-19157	61	1	they	they	PRON
ajst-19157	61	2	also	also	ADV
ajst-19157	61	3	developed	develop	VERB
ajst-19157	61	4	a	a	DET
ajst-19157	61	5	graphical	graphical	ADJ
ajst-19157	61	6	plate	plate	NOUN
ajst-19157	61	7	for	for	ADP
ajst-19157	61	8	quantitative	quantitative	ADJ
ajst-19157	61	9	petrographic	petrographic	ADJ
ajst-19157	61	10	interpretation	interpretation	NOUN
ajst-19157	61	11	.	.	PUNCT
ajst-19157	62	1	subsequently	subsequently	ADV
ajst-19157	62	2	,	,	PUNCT
ajst-19157	62	3	they	they	PRON
ajst-19157	62	4	conducted	conduct	VERB
ajst-19157	62	5	continuous	continuous	ADJ
ajst-19157	62	6	clustered	clustered	ADJ
ajst-19157	62	7	log	log	NOUN
ajst-19157	62	8	phase	phase	NOUN
ajst-19157	62	9	delineation	delineation	NOUN
ajst-19157	62	10	and	and	CCONJ
ajst-19157	62	11	petrographic	petrographic	ADJ
ajst-19157	62	12	prediction	prediction	NOUN
ajst-19157	62	13	based	base	VERB
ajst-19157	62	14	on	on	ADP
ajst-19157	62	15	this	this	DET
ajst-19157	62	16	model	model	NOUN
ajst-19157	62	17	.	.	PUNCT
ajst-19157	63	1	zhou	zhou	PROPN
ajst-19157	63	2	et	et	PROPN
ajst-19157	63	3	al	al	PROPN
ajst-19157	63	4	.	.	PUNCT
ajst-19157	64	1	[	[	X
ajst-19157	64	2	17	17	NUM
ajst-19157	64	3	]	]	PUNCT
ajst-19157	64	4	enhanced	enhance	VERB
ajst-19157	64	5	the	the	DET
ajst-19157	64	6	traditional	traditional	ADJ
ajst-19157	64	7	neural	neural	ADJ
ajst-19157	64	8	network	network	NOUN
ajst-19157	64	9	model	model	NOUN
ajst-19157	64	10	and	and	CCONJ
ajst-19157	64	11	established	establish	VERB
ajst-19157	64	12	a	a	DET
ajst-19157	64	13	nonlinear	nonlinear	ADJ
ajst-19157	64	14	model	model	NOUN
ajst-19157	64	15	correlating	correlate	VERB
ajst-19157	64	16	reservoir	reservoir	NOUN
ajst-19157	64	17	parameters	parameter	NOUN
ajst-19157	64	18	,	,	PUNCT
ajst-19157	64	19	logging	log	VERB
ajst-19157	64	20	response	response	NOUN
ajst-19157	64	21	,	,	PUNCT
ajst-19157	64	22	and	and	CCONJ
ajst-19157	64	23	lithology	lithology	NOUN
ajst-19157	64	24	.	.	PUNCT
ajst-19157	65	1	they	they	PRON
ajst-19157	65	2	attained	attain	VERB
ajst-19157	65	3	remarkable	remarkable	ADJ
ajst-19157	65	4	results	result	NOUN
ajst-19157	65	5	with	with	ADP
ajst-19157	65	6	this	this	DET
ajst-19157	65	7	approach	approach	NOUN
ajst-19157	65	8	.	.	PUNCT
ajst-19157	66	1	3.2	3.2	NUM
ajst-19157	66	2	.	.	PUNCT
ajst-19157	67	1	seismic	seismic	ADJ
ajst-19157	67	2	information	information	NOUN
ajst-19157	67	3	interpretation	interpretation	PROPN
ajst-19157	67	4	artificial	artificial	ADJ
ajst-19157	67	5	intelligence	intelligence	NOUN
ajst-19157	67	6	techniques	technique	NOUN
ajst-19157	67	7	,	,	PUNCT
ajst-19157	67	8	particularly	particularly	ADV
ajst-19157	67	9	deep	deep	ADJ
ajst-19157	67	10	learning	learning	NOUN
ajst-19157	67	11	algorithms	algorithm	NOUN
ajst-19157	67	12	,	,	PUNCT
ajst-19157	67	13	demonstrate	demonstrate	VERB
ajst-19157	67	14	the	the	DET
ajst-19157	67	15	ability	ability	NOUN
ajst-19157	67	16	to	to	PART
ajst-19157	67	17	process	process	VERB
ajst-19157	67	18	vast	vast	ADJ
ajst-19157	67	19	quantities	quantity	NOUN
ajst-19157	67	20	of	of	ADP
ajst-19157	67	21	seismic	seismic	ADJ
ajst-19157	67	22	data	datum	NOUN
ajst-19157	67	23	,	,	PUNCT
ajst-19157	67	24	automatically	automatically	ADV
ajst-19157	67	25	extract	extract	VERB
ajst-19157	67	26	and	and	CCONJ
ajst-19157	67	27	learn	learn	VERB
ajst-19157	67	28	intricate	intricate	ADJ
ajst-19157	67	29	seismic	seismic	ADJ
ajst-19157	67	30	patterns	pattern	NOUN
ajst-19157	67	31	,	,	PUNCT
ajst-19157	67	32	and	and	CCONJ
ajst-19157	67	33	enhance	enhance	VERB
ajst-19157	67	34	the	the	DET
ajst-19157	67	35	accuracy	accuracy	NOUN
ajst-19157	67	36	of	of	ADP
ajst-19157	67	37	seismic	seismic	ADJ
ajst-19157	67	38	data	datum	NOUN
ajst-19157	67	39	interpretation	interpretation	NOUN
ajst-19157	67	40	.	.	PUNCT
ajst-19157	68	1	however	however	ADV
ajst-19157	68	2	,	,	PUNCT
ajst-19157	68	3	the	the	DET
ajst-19157	68	4	expansion	expansion	NOUN
ajst-19157	68	5	in	in	ADP
ajst-19157	68	6	the	the	DET
ajst-19157	68	7	size	size	NOUN
ajst-19157	68	8	of	of	ADP
ajst-19157	68	9	3d	3d	PROPN
ajst-19157	68	10	seismic	seismic	ADJ
ajst-19157	68	11	data	datum	NOUN
ajst-19157	68	12	volumes	volume	NOUN
ajst-19157	68	13	and	and	CCONJ
ajst-19157	68	14	the	the	DET
ajst-19157	68	15	complexity	complexity	NOUN
ajst-19157	68	16	of	of	ADP
ajst-19157	68	17	seismic	seismic	ADJ
ajst-19157	68	18	attributes	attribute	NOUN
ajst-19157	68	19	present	present	ADJ
ajst-19157	68	20	significant	significant	ADJ
ajst-19157	68	21	challenges	challenge	NOUN
ajst-19157	68	22	for	for	ADP
ajst-19157	68	23	seismic	seismic	ADJ
ajst-19157	68	24	interpreters	interpreter	NOUN
ajst-19157	68	25	.	.	PUNCT
ajst-19157	69	1	zhao	zhao	PROPN
ajst-19157	69	2	et	et	PROPN
ajst-19157	69	3	al	al	PROPN
ajst-19157	69	4	.	.	PUNCT
ajst-19157	70	1	[	[	X
ajst-19157	70	2	18	18	NUM
ajst-19157	70	3	]	]	PUNCT
ajst-19157	70	4	introduced	introduce	VERB
ajst-19157	70	5	six	six	NUM
ajst-19157	70	6	ai	ai	NOUN
ajst-19157	70	7	algorithms	algorithm	NOUN
ajst-19157	70	8	for	for	ADP
ajst-19157	70	9	analyzing	analyze	VERB
ajst-19157	70	10	3d	3d	NUM
ajst-19157	70	11	seismic	seismic	ADJ
ajst-19157	70	12	data	datum	NOUN
ajst-19157	70	13	collected	collect	VERB
ajst-19157	70	14	in	in	ADP
ajst-19157	70	15	the	the	DET
ajst-19157	70	16	canterbury	canterbury	PROPN
ajst-19157	70	17	basin	basin	PROPN
ajst-19157	70	18	offshore	offshore	PROPN
ajst-19157	70	19	new	new	PROPN
ajst-19157	70	20	zealand	zealand	PROPN
ajst-19157	70	21	,	,	PUNCT
ajst-19157	70	22	aiming	aim	VERB
ajst-19157	70	23	to	to	PART
ajst-19157	70	24	distinguish	distinguish	VERB
ajst-19157	70	25	the	the	DET
ajst-19157	70	26	conformational	conformational	ADJ
ajst-19157	70	27	elements	element	NOUN
ajst-19157	70	28	of	of	ADP
ajst-19157	70	29	the	the	DET
ajst-19157	70	30	turbidite	turbidite	NOUN
ajst-19157	70	31	system	system	NOUN
ajst-19157	70	32	.	.	PUNCT
ajst-19157	71	1	lewis	lewis	PROPN
ajst-19157	71	2	et	et	PROPN
ajst-19157	71	3	al	al	PROPN
ajst-19157	71	4	.	.	PUNCT
ajst-19157	72	1	[	[	X
ajst-19157	72	2	19	19	NUM
ajst-19157	72	3	]	]	PUNCT
ajst-19157	72	4	employed	employ	VERB
ajst-19157	72	5	deep	deep	ADJ
ajst-19157	72	6	learning	learning	NOUN
ajst-19157	72	7	algorithms	algorithm	NOUN
ajst-19157	72	8	to	to	PART
ajst-19157	72	9	extract	extract	VERB
ajst-19157	72	10	knowledge	knowledge	NOUN
ajst-19157	72	11	from	from	ADP
ajst-19157	72	12	seismic	seismic	ADJ
ajst-19157	72	13	imagery	imagery	NOUN
ajst-19157	72	14	,	,	PUNCT
ajst-19157	72	15	utilizing	utilize	VERB
ajst-19157	72	16	earth	earth	NOUN
ajst-19157	72	17	model	model	NOUN
ajst-19157	72	18	-	-	PUNCT
ajst-19157	72	19	related	relate	VERB
ajst-19157	72	20	features	feature	NOUN
ajst-19157	72	21	to	to	PART
ajst-19157	72	22	construct	construct	VERB
ajst-19157	72	23	a	a	DET
ajst-19157	72	24	priori	priori	ADJ
ajst-19157	72	25	models	model	NOUN
ajst-19157	72	26	for	for	ADP
ajst-19157	72	27	implementing	implement	VERB
ajst-19157	72	28	full	full	ADJ
ajst-19157	72	29	waveform	waveform	NOUN
ajst-19157	72	30	inversion	inversion	NOUN
ajst-19157	72	31	(	(	PUNCT
ajst-19157	72	32	fwi	fwi	NOUN
ajst-19157	72	33	)	)	PUNCT
ajst-19157	72	34	.	.	PUNCT
ajst-19157	73	1	wu	wu	PROPN
ajst-19157	73	2	et	et	PROPN
ajst-19157	73	3	al	al	PROPN
ajst-19157	73	4	.	.	PUNCT
ajst-19157	74	1	[	[	X
ajst-19157	74	2	20	20	NUM
ajst-19157	74	3	]	]	PUNCT
ajst-19157	74	4	developed	develop	VERB
ajst-19157	74	5	a	a	DET
ajst-19157	74	6	coded	code	VERB
ajst-19157	74	7	convolutional	convolutional	ADJ
ajst-19157	74	8	neural	neural	ADJ
ajst-19157	74	9	network	network	NOUN
ajst-19157	74	10	model	model	NOUN
ajst-19157	74	11	for	for	ADP
ajst-19157	74	12	fault	fault	NOUN
ajst-19157	74	13	detection	detection	NOUN
ajst-19157	74	14	,	,	PUNCT
ajst-19157	74	15	structure	structure	NOUN
ajst-19157	74	16	-	-	PUNCT
ajst-19157	74	17	oriented	orient	VERB
ajst-19157	74	18	smoothing	smoothing	NOUN
ajst-19157	74	19	with	with	ADP
ajst-19157	74	20	edge	edge	NOUN
ajst-19157	74	21	retention	retention	NOUN
ajst-19157	74	22	,	,	PUNCT
ajst-19157	74	23	and	and	CCONJ
ajst-19157	74	24	slope	slope	NOUN
ajst-19157	74	25	estimation	estimation	NOUN
ajst-19157	74	26	.	.	PUNCT
ajst-19157	75	1	multiple	multiple	ADJ
ajst-19157	75	2	field	field	NOUN
ajst-19157	75	3	examples	example	NOUN
ajst-19157	75	4	demonstrate	demonstrate	VERB
ajst-19157	75	5	the	the	DET
ajst-19157	75	6	model	model	NOUN
ajst-19157	75	7	's	's	PART
ajst-19157	75	8	ability	ability	NOUN
ajst-19157	75	9	to	to	PART
ajst-19157	75	10	accurately	accurately	ADV
ajst-19157	75	11	perform	perform	VERB
ajst-19157	75	12	all	all	DET
ajst-19157	75	13	three	three	NUM
ajst-19157	75	14	image	image	NOUN
ajst-19157	75	15	processing	processing	NOUN
ajst-19157	75	16	tasks	task	NOUN
ajst-19157	75	17	in	in	ADP
ajst-19157	75	18	typical	typical	ADJ
ajst-19157	75	19	seismic	seismic	ADJ
ajst-19157	75	20	images	image	NOUN
ajst-19157	75	21	.	.	PUNCT
ajst-19157	76	1	lin	lin	PROPN
ajst-19157	76	2	et	et	PROPN
ajst-19157	76	3	al	al	PROPN
ajst-19157	76	4	.	.	PUNCT
ajst-19157	77	1	[	[	X
ajst-19157	77	2	21	21	NUM
ajst-19157	77	3	]	]	PUNCT
ajst-19157	77	4	employed	employ	VERB
ajst-19157	77	5	a	a	DET
ajst-19157	77	6	convolutional	convolutional	ADJ
ajst-19157	77	7	neural	neural	ADJ
ajst-19157	77	8	model	model	NOUN
ajst-19157	77	9	in	in	ADP
ajst-19157	77	10	deep	deep	ADJ
ajst-19157	77	11	learning	learning	NOUN
ajst-19157	77	12	to	to	PART
ajst-19157	77	13	intelligently	intelligently	ADV
ajst-19157	77	14	extract	extract	VERB
ajst-19157	77	15	,	,	PUNCT
ajst-19157	77	16	classify	classify	VERB
ajst-19157	77	17	,	,	PUNCT
ajst-19157	77	18	and	and	CCONJ
ajst-19157	77	19	identify	identify	VERB
ajst-19157	77	20	oil	oil	NOUN
ajst-19157	77	21	and	and	CCONJ
ajst-19157	77	22	gas	gas	NOUN
ajst-19157	77	23	features	feature	NOUN
ajst-19157	77	24	in	in	ADP
ajst-19157	77	25	seismic	seismic	ADJ
ajst-19157	77	26	data	datum	NOUN
ajst-19157	77	27	.	.	PUNCT
ajst-19157	78	1	the	the	DET
ajst-19157	78	2	study	study	NOUN
ajst-19157	78	3	demonstrated	demonstrate	VERB
ajst-19157	78	4	that	that	SCONJ
ajst-19157	78	5	this	this	DET
ajst-19157	78	6	method	method	NOUN
ajst-19157	78	7	can	can	AUX
ajst-19157	78	8	achieve	achieve	VERB
ajst-19157	78	9	the	the	DET
ajst-19157	78	10	anticipated	anticipate	VERB
ajst-19157	78	11	results	result	NOUN
ajst-19157	78	12	and	and	CCONJ
ajst-19157	78	13	has	have	VERB
ajst-19157	78	14	the	the	DET
ajst-19157	78	15	potential	potential	NOUN
ajst-19157	78	16	to	to	PART
ajst-19157	78	17	reduce	reduce	VERB
ajst-19157	78	18	the	the	DET
ajst-19157	78	19	duration	duration	NOUN
ajst-19157	78	20	of	of	ADP
ajst-19157	78	21	seismic	seismic	ADJ
ajst-19157	78	22	data	datum	NOUN
ajst-19157	78	23	interpretation	interpretation	NOUN
ajst-19157	78	24	.	.	PUNCT
ajst-19157	79	1	102	102	NUM
ajst-19157	79	2	3.3	3.3	NUM
ajst-19157	79	3	.	.	PUNCT
ajst-19157	80	1	geological	geological	ADJ
ajst-19157	80	2	modeling	modeling	NOUN
ajst-19157	80	3	of	of	ADP
ajst-19157	80	4	oil	oil	NOUN
ajst-19157	80	5	-	-	PUNCT
ajst-19157	80	6	gas	gas	NOUN
ajst-19157	80	7	reservoirs	reservoir	NOUN
ajst-19157	80	8	the	the	DET
ajst-19157	80	9	advancement	advancement	NOUN
ajst-19157	80	10	of	of	ADP
ajst-19157	80	11	big	big	ADJ
ajst-19157	80	12	data	datum	NOUN
ajst-19157	80	13	and	and	CCONJ
ajst-19157	80	14	artificial	artificial	ADJ
ajst-19157	80	15	intelligence	intelligence	NOUN
ajst-19157	80	16	technology	technology	NOUN
ajst-19157	80	17	enables	enable	VERB
ajst-19157	80	18	the	the	DET
ajst-19157	80	19	acquisition	acquisition	NOUN
ajst-19157	80	20	and	and	CCONJ
ajst-19157	80	21	analysis	analysis	NOUN
ajst-19157	80	22	of	of	ADP
ajst-19157	80	23	increasingly	increasingly	ADV
ajst-19157	80	24	complex	complex	ADJ
ajst-19157	80	25	data	datum	NOUN
ajst-19157	80	26	.	.	PUNCT
ajst-19157	81	1	leveraging	leverage	VERB
ajst-19157	81	2	big	big	ADJ
ajst-19157	81	3	data	datum	NOUN
ajst-19157	81	4	technology	technology	NOUN
ajst-19157	81	5	,	,	PUNCT
ajst-19157	81	6	researchers	researcher	NOUN
ajst-19157	81	7	can	can	AUX
ajst-19157	81	8	construct	construct	VERB
ajst-19157	81	9	more	more	ADV
ajst-19157	81	10	comprehensive	comprehensive	ADJ
ajst-19157	81	11	geological	geological	ADJ
ajst-19157	81	12	models	model	NOUN
ajst-19157	81	13	by	by	ADP
ajst-19157	81	14	integrating	integrate	VERB
ajst-19157	81	15	and	and	CCONJ
ajst-19157	81	16	analyzing	analyze	VERB
ajst-19157	81	17	diverse	diverse	ADJ
ajst-19157	81	18	data	datum	NOUN
ajst-19157	81	19	sources	source	NOUN
ajst-19157	81	20	,	,	PUNCT
ajst-19157	81	21	including	include	VERB
ajst-19157	81	22	seismic	seismic	ADJ
ajst-19157	81	23	,	,	PUNCT
ajst-19157	81	24	logging	logging	NOUN
ajst-19157	81	25	,	,	PUNCT
ajst-19157	81	26	geology	geology	NOUN
ajst-19157	81	27	,	,	PUNCT
ajst-19157	81	28	and	and	CCONJ
ajst-19157	81	29	geomagnetism	geomagnetism	NOUN
ajst-19157	81	30	.	.	PUNCT
ajst-19157	82	1	simultaneously	simultaneously	ADV
ajst-19157	82	2	,	,	PUNCT
ajst-19157	82	3	this	this	DET
ajst-19157	82	4	approach	approach	NOUN
ajst-19157	82	5	facilitates	facilitate	VERB
ajst-19157	82	6	the	the	DET
ajst-19157	82	7	identification	identification	NOUN
ajst-19157	82	8	of	of	ADP
ajst-19157	82	9	blocks	block	NOUN
ajst-19157	82	10	with	with	ADP
ajst-19157	82	11	high	high	ADJ
ajst-19157	82	12	productivity	productivity	NOUN
ajst-19157	82	13	.	.	PUNCT
ajst-19157	83	1	deep	deep	ADJ
ajst-19157	83	2	learning	learning	NOUN
ajst-19157	83	3	methods	method	NOUN
ajst-19157	83	4	,	,	PUNCT
ajst-19157	83	5	utilizing	utilize	VERB
ajst-19157	83	6	intelligent	intelligent	ADJ
ajst-19157	83	7	technologies	technology	NOUN
ajst-19157	83	8	,	,	PUNCT
ajst-19157	83	9	enhance	enhance	VERB
ajst-19157	83	10	the	the	DET
ajst-19157	83	11	complexity	complexity	NOUN
ajst-19157	83	12	and	and	CCONJ
ajst-19157	83	13	representational	representational	ADJ
ajst-19157	83	14	capacity	capacity	NOUN
ajst-19157	83	15	of	of	ADP
ajst-19157	83	16	geological	geological	ADJ
ajst-19157	83	17	models	model	NOUN
ajst-19157	83	18	for	for	ADP
ajst-19157	83	19	oil	oil	NOUN
ajst-19157	83	20	and	and	CCONJ
ajst-19157	83	21	gas	gas	NOUN
ajst-19157	83	22	reservoirs	reservoir	NOUN
ajst-19157	83	23	,	,	PUNCT
ajst-19157	83	24	thereby	thereby	ADV
ajst-19157	83	25	enabling	enable	VERB
ajst-19157	83	26	better	well	ADJ
ajst-19157	83	27	capture	capture	NOUN
ajst-19157	83	28	of	of	ADP
ajst-19157	83	29	geological	geological	ADJ
ajst-19157	83	30	information	information	NOUN
ajst-19157	83	31	.	.	PUNCT
ajst-19157	84	1	strebelle	strebelle	NOUN
ajst-19157	84	2	et	et	PROPN
ajst-19157	84	3	al	al	PROPN
ajst-19157	84	4	.	.	PUNCT
ajst-19157	85	1	[	[	X
ajst-19157	85	2	22	22	NUM
ajst-19157	85	3	]	]	PUNCT
ajst-19157	85	4	introduced	introduce	VERB
ajst-19157	85	5	the	the	DET
ajst-19157	85	6	snesim	snesim	NOUN
ajst-19157	85	7	multipoint	multipoint	PROPN
ajst-19157	85	8	geostatistical	geostatistical	ADJ
ajst-19157	85	9	simulation	simulation	NOUN
ajst-19157	85	10	algorithm	algorithm	NOUN
ajst-19157	85	11	,	,	PUNCT
ajst-19157	85	12	leveraging	leverage	VERB
ajst-19157	85	13	training	training	NOUN
ajst-19157	85	14	images	image	NOUN
ajst-19157	85	15	of	of	ADP
ajst-19157	85	16	intricate	intricate	ADJ
ajst-19157	85	17	geological	geological	ADJ
ajst-19157	85	18	structural	structural	ADJ
ajst-19157	85	19	information	information	NOUN
ajst-19157	85	20	for	for	ADP
ajst-19157	85	21	constructing	construct	VERB
ajst-19157	85	22	reservoir	reservoir	NOUN
ajst-19157	85	23	models	model	NOUN
ajst-19157	85	24	.	.	PUNCT
ajst-19157	86	1	the	the	DET
ajst-19157	86	2	construction	construction	NOUN
ajst-19157	86	3	process	process	NOUN
ajst-19157	86	4	illustrated	illustrate	VERB
ajst-19157	86	5	its	its	PRON
ajst-19157	86	6	capability	capability	NOUN
ajst-19157	86	7	to	to	PART
ajst-19157	86	8	characterize	characterize	VERB
ajst-19157	86	9	reservoir	reservoir	NOUN
ajst-19157	86	10	inhomogeneity	inhomogeneity	NOUN
ajst-19157	86	11	of	of	ADP
ajst-19157	86	12	any	any	DET
ajst-19157	86	13	type	type	NOUN
ajst-19157	86	14	,	,	PUNCT
ajst-19157	86	15	shape	shape	NOUN
ajst-19157	86	16	,	,	PUNCT
ajst-19157	86	17	and	and	CCONJ
ajst-19157	86	18	scale	scale	NOUN
ajst-19157	86	19	,	,	PUNCT
ajst-19157	86	20	provided	provide	VERB
ajst-19157	86	21	suitable	suitable	ADJ
ajst-19157	86	22	training	training	NOUN
ajst-19157	86	23	images	image	NOUN
ajst-19157	86	24	are	be	AUX
ajst-19157	86	25	accessible	accessible	ADJ
ajst-19157	86	26	.	.	PUNCT
ajst-19157	87	1	al	al	PROPN
ajst-19157	87	2	-	-	PUNCT
ajst-19157	87	3	anazi	anazi	PROPN
ajst-19157	87	4	et	et	PROPN
ajst-19157	87	5	al	al	PROPN
ajst-19157	87	6	.	.	PUNCT
ajst-19157	88	1	[	[	X
ajst-19157	88	2	23	23	NUM
ajst-19157	88	3	]	]	PUNCT
ajst-19157	88	4	utilized	utilize	VERB
ajst-19157	88	5	the	the	DET
ajst-19157	88	6	support	support	NOUN
ajst-19157	88	7	vector	vector	NOUN
ajst-19157	88	8	machine	machine	NOUN
ajst-19157	88	9	(	(	PUNCT
ajst-19157	88	10	svm	svm	ADJ
ajst-19157	88	11	)	)	PUNCT
ajst-19157	88	12	technique	technique	NOUN
ajst-19157	88	13	from	from	ADP
ajst-19157	88	14	statistical	statistical	ADJ
ajst-19157	88	15	learning	learning	NOUN
ajst-19157	88	16	theory	theory	NOUN
ajst-19157	88	17	to	to	PART
ajst-19157	88	18	predict	predict	VERB
ajst-19157	88	19	the	the	DET
ajst-19157	88	20	spatial	spatial	ADJ
ajst-19157	88	21	distribution	distribution	NOUN
ajst-19157	88	22	of	of	ADP
ajst-19157	88	23	permeability	permeability	NOUN
ajst-19157	88	24	in	in	ADP
ajst-19157	88	25	strongly	strongly	ADV
ajst-19157	88	26	inhomogeneous	inhomogeneous	ADJ
ajst-19157	88	27	sandstone	sandstone	NOUN
ajst-19157	88	28	reservoirs	reservoir	NOUN
ajst-19157	88	29	.	.	PUNCT
ajst-19157	89	1	they	they	PRON
ajst-19157	89	2	showcased	showcase	VERB
ajst-19157	89	3	the	the	DET
ajst-19157	89	4	technique	technique	NOUN
ajst-19157	89	5	's	's	PART
ajst-19157	89	6	potential	potential	NOUN
ajst-19157	89	7	for	for	ADP
ajst-19157	89	8	predicting	predict	VERB
ajst-19157	89	9	permeability	permeability	NOUN
ajst-19157	89	10	in	in	ADP
ajst-19157	89	11	such	such	ADJ
ajst-19157	89	12	reservoirs	reservoir	NOUN
ajst-19157	89	13	.	.	PUNCT
ajst-19157	90	1	mosser	mosser	PROPN
ajst-19157	90	2	et	et	PROPN
ajst-19157	90	3	al	al	PROPN
ajst-19157	90	4	.	.	PUNCT
ajst-19157	91	1	[	[	X
ajst-19157	91	2	24	24	NUM
ajst-19157	91	3	]	]	X
ajst-19157	91	4	utilized	utilize	VERB
ajst-19157	91	5	generative	generative	ADJ
ajst-19157	91	6	adversarial	adversarial	ADJ
ajst-19157	91	7	network	network	NOUN
ajst-19157	91	8	(	(	PUNCT
ajst-19157	91	9	gan	gan	PROPN
ajst-19157	91	10	)	)	PUNCT
ajst-19157	91	11	to	to	PART
ajst-19157	91	12	achieve	achieve	VERB
ajst-19157	91	13	the	the	DET
ajst-19157	91	14	conditionalized	conditionalized	ADJ
ajst-19157	91	15	construction	construction	NOUN
ajst-19157	91	16	of	of	ADP
ajst-19157	91	17	3d	3d	PROPN
ajst-19157	91	18	reservoir	reservoir	NOUN
ajst-19157	91	19	models	model	NOUN
ajst-19157	91	20	.	.	PUNCT
ajst-19157	92	1	they	they	PRON
ajst-19157	92	2	employed	employ	VERB
ajst-19157	92	3	content	content	NOUN
ajst-19157	92	4	loss	loss	NOUN
ajst-19157	92	5	to	to	PART
ajst-19157	92	6	confine	confine	VERB
ajst-19157	92	7	the	the	DET
ajst-19157	92	8	conditional	conditional	ADJ
ajst-19157	92	9	data	datum	NOUN
ajst-19157	92	10	and	and	CCONJ
ajst-19157	92	11	assessed	assess	VERB
ajst-19157	92	12	perceptual	perceptual	ADJ
ajst-19157	92	13	loss	loss	NOUN
ajst-19157	92	14	through	through	ADP
ajst-19157	92	15	the	the	DET
ajst-19157	92	16	discriminator	discriminator	NOUN
ajst-19157	92	17	network	network	NOUN
ajst-19157	92	18	,	,	PUNCT
ajst-19157	92	19	yielding	yield	VERB
ajst-19157	92	20	successful	successful	ADJ
ajst-19157	92	21	outcomes	outcome	NOUN
ajst-19157	92	22	with	with	ADP
ajst-19157	92	23	this	this	DET
ajst-19157	92	24	method	method	NOUN
ajst-19157	92	25	.	.	PUNCT
ajst-19157	93	1	3.4	3.4	NUM
ajst-19157	93	2	.	.	PUNCT
ajst-19157	93	3	intelligent	intelligent	ADJ
ajst-19157	93	4	drilling	drilling	NOUN
ajst-19157	93	5	and	and	CCONJ
ajst-19157	93	6	completion	completion	NOUN
ajst-19157	93	7	advanced	advanced	ADJ
ajst-19157	93	8	technologies	technology	NOUN
ajst-19157	93	9	and	and	CCONJ
ajst-19157	93	10	automated	automate	VERB
ajst-19157	93	11	systems	system	NOUN
ajst-19157	93	12	form	form	VERB
ajst-19157	93	13	the	the	DET
ajst-19157	93	14	foundation	foundation	NOUN
ajst-19157	93	15	for	for	ADP
ajst-19157	93	16	achieving	achieve	VERB
ajst-19157	93	17	efficient	efficient	ADJ
ajst-19157	93	18	,	,	PUNCT
ajst-19157	93	19	precise	precise	ADJ
ajst-19157	93	20	,	,	PUNCT
ajst-19157	93	21	and	and	CCONJ
ajst-19157	93	22	automated	automate	VERB
ajst-19157	93	23	drilling	drilling	NOUN
ajst-19157	93	24	and	and	CCONJ
ajst-19157	93	25	completion	completion	NOUN
ajst-19157	93	26	operations	operation	NOUN
ajst-19157	93	27	for	for	ADP
ajst-19157	93	28	oil	oil	NOUN
ajst-19157	93	29	and	and	CCONJ
ajst-19157	93	30	gas	gas	NOUN
ajst-19157	93	31	wells	well	NOUN
ajst-19157	93	32	.	.	PUNCT
ajst-19157	94	1	this	this	PRON
ajst-19157	94	2	entails	entail	VERB
ajst-19157	94	3	utilizing	utilize	VERB
ajst-19157	94	4	a	a	DET
ajst-19157	94	5	variety	variety	NOUN
ajst-19157	94	6	of	of	ADP
ajst-19157	94	7	sensors	sensor	NOUN
ajst-19157	94	8	,	,	PUNCT
ajst-19157	94	9	real	real	ADJ
ajst-19157	94	10	-	-	PUNCT
ajst-19157	94	11	time	time	NOUN
ajst-19157	94	12	data	datum	NOUN
ajst-19157	94	13	analysis	analysis	NOUN
ajst-19157	94	14	,	,	PUNCT
ajst-19157	94	15	artificial	artificial	ADJ
ajst-19157	94	16	intelligence	intelligence	NOUN
ajst-19157	94	17	,	,	PUNCT
ajst-19157	94	18	and	and	CCONJ
ajst-19157	94	19	other	other	ADJ
ajst-19157	94	20	technologies	technology	NOUN
ajst-19157	94	21	to	to	PART
ajst-19157	94	22	enhance	enhance	VERB
ajst-19157	94	23	drilling	drilling	NOUN
ajst-19157	94	24	efficiency	efficiency	NOUN
ajst-19157	94	25	,	,	PUNCT
ajst-19157	94	26	reduce	reduce	VERB
ajst-19157	94	27	costs	cost	NOUN
ajst-19157	94	28	,	,	PUNCT
ajst-19157	94	29	and	and	CCONJ
ajst-19157	94	30	ensure	ensure	VERB
ajst-19157	94	31	the	the	DET
ajst-19157	94	32	quality	quality	NOUN
ajst-19157	94	33	and	and	CCONJ
ajst-19157	94	34	safety	safety	NOUN
ajst-19157	94	35	of	of	ADP
ajst-19157	94	36	wells	wells	PROPN
ajst-19157	94	37	.	.	PUNCT
ajst-19157	95	1	alarfaj	alarfaj	PROPN
ajst-19157	95	2	et	et	PROPN
ajst-19157	95	3	al	al	PROPN
ajst-19157	95	4	.	.	PUNCT
ajst-19157	96	1	[	[	X
ajst-19157	96	2	25	25	NUM
ajst-19157	96	3	]	]	PUNCT
ajst-19157	96	4	applied	apply	VERB
ajst-19157	96	5	a	a	DET
ajst-19157	96	6	radial	radial	ADJ
ajst-19157	96	7	basis	basis	NOUN
ajst-19157	96	8	function	function	NOUN
ajst-19157	96	9	as	as	ADP
ajst-19157	96	10	an	an	DET
ajst-19157	96	11	activation	activation	NOUN
ajst-19157	96	12	function	function	NOUN
ajst-19157	96	13	in	in	ADP
ajst-19157	96	14	an	an	DET
ajst-19157	96	15	artificial	artificial	ADJ
ajst-19157	96	16	neural	neural	ADJ
ajst-19157	96	17	network	network	NOUN
ajst-19157	96	18	.	.	PUNCT
ajst-19157	97	1	they	they	PRON
ajst-19157	97	2	utilized	utilize	VERB
ajst-19157	97	3	a	a	DET
ajst-19157	97	4	dataset	dataset	ADJ
ajst-19157	97	5	comprising	comprising	NOUN
ajst-19157	97	6	parameters	parameter	NOUN
ajst-19157	97	7	such	such	ADJ
ajst-19157	97	8	as	as	ADP
ajst-19157	97	9	depth	depth	NOUN
ajst-19157	97	10	,	,	PUNCT
ajst-19157	97	11	drilling	drilling	NOUN
ajst-19157	97	12	pressure	pressure	NOUN
ajst-19157	97	13	,	,	PUNCT
ajst-19157	97	14	rotational	rotational	ADJ
ajst-19157	97	15	speed	speed	NOUN
ajst-19157	97	16	,	,	PUNCT
ajst-19157	97	17	tooth	tooth	NOUN
ajst-19157	97	18	wear	wear	NOUN
ajst-19157	97	19	,	,	PUNCT
ajst-19157	97	20	reynolds	reynolds	PROPN
ajst-19157	97	21	number	number	NOUN
ajst-19157	97	22	function	function	NOUN
ajst-19157	97	23	,	,	PUNCT
ajst-19157	97	24	equivalent	equivalent	ADJ
ajst-19157	97	25	circulating	circulate	VERB
ajst-19157	97	26	density	density	NOUN
ajst-19157	97	27	,	,	PUNCT
ajst-19157	97	28	and	and	CCONJ
ajst-19157	97	29	porosity	porosity	NOUN
ajst-19157	97	30	for	for	ADP
ajst-19157	97	31	training	training	NOUN
ajst-19157	97	32	to	to	PART
ajst-19157	97	33	predict	predict	VERB
ajst-19157	97	34	drilling	drilling	NOUN
ajst-19157	97	35	speed	speed	NOUN
ajst-19157	97	36	.	.	PUNCT
ajst-19157	98	1	elkatatny	elkatatny	ADV
ajst-19157	98	2	et	et	PROPN
ajst-19157	98	3	al	al	PROPN
ajst-19157	98	4	.	.	PUNCT
ajst-19157	99	1	[	[	X
ajst-19157	99	2	26	26	NUM
ajst-19157	99	3	]	]	PUNCT
ajst-19157	99	4	devised	devise	VERB
ajst-19157	99	5	a	a	DET
ajst-19157	99	6	visual	visual	ADJ
ajst-19157	99	7	mathematical	mathematical	ADJ
ajst-19157	99	8	model	model	NOUN
ajst-19157	99	9	leveraging	leverage	VERB
ajst-19157	99	10	the	the	DET
ajst-19157	99	11	weights	weight	NOUN
ajst-19157	99	12	,	,	PUNCT
ajst-19157	99	13	bias	bias	NOUN
ajst-19157	99	14	,	,	PUNCT
ajst-19157	99	15	and	and	CCONJ
ajst-19157	99	16	transfer	transfer	VERB
ajst-19157	99	17	function	function	NOUN
ajst-19157	99	18	of	of	ADP
ajst-19157	99	19	an	an	DET
ajst-19157	99	20	artificial	artificial	ADJ
ajst-19157	99	21	neural	neural	ADJ
ajst-19157	99	22	network	network	NOUN
ajst-19157	99	23	.	.	PUNCT
ajst-19157	100	1	this	this	DET
ajst-19157	100	2	model	model	NOUN
ajst-19157	100	3	utilizes	utilize	VERB
ajst-19157	100	4	data	datum	NOUN
ajst-19157	100	5	such	such	ADJ
ajst-19157	100	6	as	as	ADP
ajst-19157	100	7	martensitic	martensitic	ADJ
ajst-19157	100	8	funnel	funnel	NOUN
ajst-19157	100	9	viscosity	viscosity	NOUN
ajst-19157	100	10	,	,	PUNCT
ajst-19157	100	11	solids	solid	NOUN
ajst-19157	100	12	content	content	NOUN
ajst-19157	100	13	,	,	PUNCT
ajst-19157	100	14	and	and	CCONJ
ajst-19157	100	15	density	density	NOUN
ajst-19157	100	16	to	to	PART
ajst-19157	100	17	forecast	forecast	VERB
ajst-19157	100	18	real	real	ADJ
ajst-19157	100	19	-	-	PUNCT
ajst-19157	100	20	time	time	NOUN
ajst-19157	100	21	drilling	drilling	NOUN
ajst-19157	100	22	fluid	fluid	ADJ
ajst-19157	100	23	rheological	rheological	ADJ
ajst-19157	100	24	parameters	parameter	NOUN
ajst-19157	100	25	and	and	CCONJ
ajst-19157	100	26	drilling	drilling	NOUN
ajst-19157	100	27	fluid	fluid	ADJ
ajst-19157	100	28	performance	performance	NOUN
ajst-19157	100	29	.	.	PUNCT
ajst-19157	101	1	nieto	nieto	PROPN
ajst-19157	101	2	et	et	PROPN
ajst-19157	101	3	al	al	PROPN
ajst-19157	101	4	.	.	PUNCT
ajst-19157	102	1	[	[	X
ajst-19157	102	2	27	27	NUM
ajst-19157	102	3	]	]	PUNCT
ajst-19157	102	4	employed	employ	VERB
ajst-19157	102	5	multi	multi	ADJ
ajst-19157	102	6	-	-	ADJ
ajst-19157	102	7	attribute	attribute	ADJ
ajst-19157	102	8	linear	linear	ADJ
ajst-19157	102	9	regression	regression	NOUN
ajst-19157	102	10	and	and	CCONJ
ajst-19157	102	11	artificial	artificial	ADJ
ajst-19157	102	12	neural	neural	ADJ
ajst-19157	102	13	network	network	NOUN
ajst-19157	102	14	models	model	NOUN
ajst-19157	102	15	alongside	alongside	ADP
ajst-19157	102	16	reservoir	reservoir	NOUN
ajst-19157	102	17	characterization	characterization	NOUN
ajst-19157	102	18	,	,	PUNCT
ajst-19157	102	19	including	include	VERB
ajst-19157	102	20	fault	fault	NOUN
ajst-19157	102	21	and	and	CCONJ
ajst-19157	102	22	fracture	fracture	NOUN
ajst-19157	102	23	identification	identification	NOUN
ajst-19157	102	24	,	,	PUNCT
ajst-19157	102	25	and	and	CCONJ
ajst-19157	102	26	real	real	ADJ
ajst-19157	102	27	-	-	PUNCT
ajst-19157	102	28	time	time	NOUN
ajst-19157	102	29	pressure	pressure	NOUN
ajst-19157	102	30	monitoring	monitoring	NOUN
ajst-19157	102	31	to	to	PART
ajst-19157	102	32	optimize	optimize	VERB
ajst-19157	102	33	the	the	DET
ajst-19157	102	34	process	process	NOUN
ajst-19157	102	35	of	of	ADP
ajst-19157	102	36	completing	complete	VERB
ajst-19157	102	37	oil	oil	NOUN
ajst-19157	102	38	and	and	CCONJ
ajst-19157	102	39	gas	gas	NOUN
ajst-19157	102	40	wells	well	NOUN
ajst-19157	102	41	.	.	PUNCT
ajst-19157	103	1	3.5	3.5	NUM
ajst-19157	103	2	.	.	PUNCT
ajst-19157	104	1	production	production	NOUN
ajst-19157	104	2	dynamic	dynamic	ADJ
ajst-19157	104	3	analysis	analysis	NOUN
ajst-19157	104	4	and	and	CCONJ
ajst-19157	104	5	prediction	prediction	NOUN
ajst-19157	104	6	with	with	ADP
ajst-19157	104	7	the	the	DET
ajst-19157	104	8	advancement	advancement	NOUN
ajst-19157	104	9	of	of	ADP
ajst-19157	104	10	modern	modern	ADJ
ajst-19157	104	11	technology	technology	NOUN
ajst-19157	104	12	,	,	PUNCT
ajst-19157	104	13	big	big	ADJ
ajst-19157	104	14	data	datum	NOUN
ajst-19157	104	15	and	and	CCONJ
ajst-19157	104	16	artificial	artificial	ADJ
ajst-19157	104	17	intelligence	intelligence	NOUN
ajst-19157	104	18	technologies	technology	NOUN
ajst-19157	104	19	are	be	AUX
ajst-19157	104	20	assuming	assume	VERB
ajst-19157	104	21	increasingly	increasingly	ADV
ajst-19157	104	22	significant	significant	ADJ
ajst-19157	104	23	roles	role	NOUN
ajst-19157	104	24	in	in	ADP
ajst-19157	104	25	dynamic	dynamic	ADJ
ajst-19157	104	26	analysis	analysis	NOUN
ajst-19157	104	27	and	and	CCONJ
ajst-19157	104	28	production	production	NOUN
ajst-19157	104	29	prediction	prediction	NOUN
ajst-19157	104	30	.	.	PUNCT
ajst-19157	105	1	zhou	zhou	PROPN
ajst-19157	105	2	et	et	PROPN
ajst-19157	105	3	al	al	PROPN
ajst-19157	105	4	.	.	PUNCT
ajst-19157	106	1	[	[	X
ajst-19157	106	2	28	28	NUM
ajst-19157	106	3	]	]	PUNCT
ajst-19157	106	4	conducted	conduct	VERB
ajst-19157	106	5	research	research	NOUN
ajst-19157	106	6	on	on	ADP
ajst-19157	106	7	horizontal	horizontal	ADJ
ajst-19157	106	8	well	well	NOUN
ajst-19157	106	9	water	water	NOUN
ajst-19157	106	10	-	-	PUNCT
ajst-19157	106	11	driven	drive	VERB
ajst-19157	106	12	oil	oil	NOUN
ajst-19157	106	13	recovery	recovery	NOUN
ajst-19157	106	14	,	,	PUNCT
ajst-19157	106	15	focusing	focus	VERB
ajst-19157	106	16	on	on	ADP
ajst-19157	106	17	intelligent	intelligent	ADJ
ajst-19157	106	18	well	well	ADJ
ajst-19157	106	19	feedback	feedback	NOUN
ajst-19157	106	20	control	control	NOUN
ajst-19157	106	21	algorithms	algorithm	NOUN
ajst-19157	106	22	and	and	CCONJ
ajst-19157	106	23	a	a	DET
ajst-19157	106	24	numerical	numerical	ADJ
ajst-19157	106	25	model	model	NOUN
ajst-19157	106	26	capable	capable	ADJ
ajst-19157	106	27	of	of	ADP
ajst-19157	106	28	downhole	downhole	NOUN
ajst-19157	106	29	monitoring	monitoring	NOUN
ajst-19157	106	30	and	and	CCONJ
ajst-19157	106	31	control	control	NOUN
ajst-19157	106	32	.	.	PUNCT
ajst-19157	107	1	they	they	PRON
ajst-19157	107	2	validated	validate	VERB
ajst-19157	107	3	proactive	proactive	ADJ
ajst-19157	107	4	control	control	NOUN
ajst-19157	107	5	,	,	PUNCT
ajst-19157	107	6	reactive	reactive	ADJ
ajst-19157	107	7	control	control	NOUN
ajst-19157	107	8	,	,	PUNCT
ajst-19157	107	9	and	and	CCONJ
ajst-19157	107	10	a	a	DET
ajst-19157	107	11	hybrid	hybrid	ADJ
ajst-19157	107	12	control	control	NOUN
ajst-19157	107	13	method	method	NOUN
ajst-19157	107	14	combining	combine	VERB
ajst-19157	107	15	the	the	DET
ajst-19157	107	16	two	two	NUM
ajst-19157	107	17	,	,	PUNCT
ajst-19157	107	18	assessing	assess	VERB
ajst-19157	107	19	their	their	PRON
ajst-19157	107	20	advantages	advantage	NOUN
ajst-19157	107	21	and	and	CCONJ
ajst-19157	107	22	applicability	applicability	NOUN
ajst-19157	107	23	in	in	ADP
ajst-19157	107	24	oilfield	oilfield	NOUN
ajst-19157	107	25	production	production	NOUN
ajst-19157	107	26	.	.	PUNCT
ajst-19157	108	1	jia	jia	PROPN
ajst-19157	108	2	et	et	PROPN
ajst-19157	108	3	al	al	PROPN
ajst-19157	108	4	.	.	PUNCT
ajst-19157	109	1	[	[	X
ajst-19157	109	2	29	29	NUM
ajst-19157	109	3	]	]	PUNCT
ajst-19157	109	4	proposed	propose	VERB
ajst-19157	109	5	a	a	DET
ajst-19157	109	6	set	set	NOUN
ajst-19157	109	7	of	of	ADP
ajst-19157	109	8	big	big	ADJ
ajst-19157	109	9	data	data	NOUN
ajst-19157	109	10	-	-	PUNCT
ajst-19157	109	11	driven	drive	VERB
ajst-19157	109	12	optimization	optimization	NOUN
ajst-19157	109	13	methods	method	NOUN
ajst-19157	109	14	for	for	ADP
ajst-19157	109	15	fine	fine	ADJ
ajst-19157	109	16	water	water	NOUN
ajst-19157	109	17	injection	injection	NOUN
ajst-19157	109	18	schemes	scheme	NOUN
ajst-19157	109	19	,	,	PUNCT
ajst-19157	109	20	integrating	integrate	VERB
ajst-19157	109	21	traditional	traditional	ADJ
ajst-19157	109	22	numerical	numerical	ADJ
ajst-19157	109	23	simulation	simulation	NOUN
ajst-19157	109	24	and	and	CCONJ
ajst-19157	109	25	optimization	optimization	NOUN
ajst-19157	109	26	algorithms	algorithm	NOUN
ajst-19157	109	27	with	with	ADP
ajst-19157	109	28	field	field	NOUN
ajst-19157	109	29	data	datum	NOUN
ajst-19157	109	30	collected	collect	VERB
ajst-19157	109	31	through	through	ADP
ajst-19157	109	32	real	real	ADJ
ajst-19157	109	33	-	-	PUNCT
ajst-19157	109	34	time	time	NOUN
ajst-19157	109	35	monitoring	monitoring	NOUN
ajst-19157	109	36	and	and	CCONJ
ajst-19157	109	37	automatic	automatic	ADJ
ajst-19157	109	38	control	control	NOUN
ajst-19157	109	39	processes	process	NOUN
ajst-19157	109	40	for	for	ADP
ajst-19157	109	41	stratified	stratified	ADJ
ajst-19157	109	42	injection	injection	NOUN
ajst-19157	109	43	and	and	CCONJ
ajst-19157	109	44	extraction	extraction	NOUN
ajst-19157	109	45	.	.	PUNCT
ajst-19157	110	1	costa	costa	PROPN
ajst-19157	110	2	et	et	PROPN
ajst-19157	110	3	al	al	PROPN
ajst-19157	110	4	.	.	PUNCT
ajst-19157	111	1	[	[	X
ajst-19157	111	2	30	30	NUM
ajst-19157	111	3	]	]	PUNCT
ajst-19157	111	4	addressed	address	VERB
ajst-19157	111	5	the	the	DET
ajst-19157	111	6	complexity	complexity	NOUN
ajst-19157	111	7	and	and	CCONJ
ajst-19157	111	8	timeconsuming	timeconsuming	ADJ
ajst-19157	111	9	nature	nature	NOUN
ajst-19157	111	10	of	of	ADP
ajst-19157	111	11	history	history	NOUN
ajst-19157	111	12	fitting	fitting	ADJ
ajst-19157	111	13	calculations	calculation	NOUN
ajst-19157	111	14	in	in	ADP
ajst-19157	111	15	reservoir	reservoir	PROPN
ajst-19157	111	16	numerical	numerical	PROPN
ajst-19157	111	17	simulations	simulation	NOUN
ajst-19157	111	18	by	by	ADP
ajst-19157	111	19	employing	employ	VERB
ajst-19157	111	20	an	an	DET
ajst-19157	111	21	artificial	artificial	ADJ
ajst-19157	111	22	neural	neural	ADJ
ajst-19157	111	23	network	network	NOUN
ajst-19157	111	24	(	(	PUNCT
ajst-19157	111	25	ann	ann	PROPN
ajst-19157	111	26	)	)	PUNCT
ajst-19157	111	27	agent	agent	NOUN
ajst-19157	111	28	model	model	NOUN
ajst-19157	111	29	instead	instead	ADV
ajst-19157	111	30	of	of	ADP
ajst-19157	111	31	numerical	numerical	ADJ
ajst-19157	111	32	simulation	simulation	PROPN
ajst-19157	111	33	.	.	PUNCT
ajst-19157	112	1	the	the	DET
ajst-19157	112	2	ann	ann	PROPN
ajst-19157	112	3	effectively	effectively	ADV
ajst-19157	112	4	handles	handle	VERB
ajst-19157	112	5	the	the	DET
ajst-19157	112	6	nonlinear	nonlinear	ADJ
ajst-19157	112	7	features	feature	NOUN
ajst-19157	112	8	in	in	ADP
ajst-19157	112	9	the	the	DET
ajst-19157	112	10	simulation	simulation	NOUN
ajst-19157	112	11	,	,	PUNCT
ajst-19157	112	12	enabling	enable	VERB
ajst-19157	112	13	the	the	DET
ajst-19157	112	14	prediction	prediction	NOUN
ajst-19157	112	15	of	of	ADP
ajst-19157	112	16	oilfield	oilfield	NOUN
ajst-19157	112	17	production	production	NOUN
ajst-19157	112	18	data	datum	NOUN
ajst-19157	112	19	.	.	PUNCT
ajst-19157	113	1	mohammadmoradi	mohammadmoradi	NOUN
ajst-19157	113	2	et	et	PROPN
ajst-19157	113	3	al	al	PROPN
ajst-19157	113	4	.	.	PUNCT
ajst-19157	114	1	[	[	X
ajst-19157	114	2	31	31	NUM
ajst-19157	114	3	]	]	PUNCT
ajst-19157	114	4	integrated	integrate	VERB
ajst-19157	114	5	an	an	DET
ajst-19157	114	6	artificial	artificial	ADJ
ajst-19157	114	7	intelligence	intelligence	NOUN
ajst-19157	114	8	algorithm	algorithm	NOUN
ajst-19157	114	9	into	into	ADP
ajst-19157	114	10	reservoir	reservoir	NOUN
ajst-19157	114	11	uncertainty	uncertainty	NOUN
ajst-19157	114	12	modeling	modeling	NOUN
ajst-19157	114	13	,	,	PUNCT
ajst-19157	114	14	presenting	present	VERB
ajst-19157	114	15	a	a	DET
ajst-19157	114	16	mechanism	mechanism	NOUN
ajst-19157	114	17	-	-	PUNCT
ajst-19157	114	18	supported	support	VERB
ajst-19157	114	19	data	data	NOUN
ajst-19157	114	20	-	-	PUNCT
ajst-19157	114	21	driven	drive	VERB
ajst-19157	114	22	model	model	NOUN
ajst-19157	114	23	.	.	PUNCT
ajst-19157	115	1	utilizing	utilize	VERB
ajst-19157	115	2	collected	collect	VERB
ajst-19157	115	3	data	datum	NOUN
ajst-19157	115	4	and	and	CCONJ
ajst-19157	115	5	incremental	incremental	ADJ
ajst-19157	115	6	learning	learning	NOUN
ajst-19157	115	7	methods	method	NOUN
ajst-19157	115	8	,	,	PUNCT
ajst-19157	115	9	the	the	DET
ajst-19157	115	10	constructed	construct	VERB
ajst-19157	115	11	virtual	virtual	ADJ
ajst-19157	115	12	flow	flow	NOUN
ajst-19157	115	13	metering	metering	NOUN
ajst-19157	115	14	technique	technique	NOUN
ajst-19157	115	15	yields	yield	NOUN
ajst-19157	115	16	data	datum	NOUN
ajst-19157	115	17	that	that	PRON
ajst-19157	115	18	aligns	align	VERB
ajst-19157	115	19	with	with	ADP
ajst-19157	115	20	actual	actual	ADJ
ajst-19157	115	21	production	production	NOUN
ajst-19157	115	22	data	datum	NOUN
ajst-19157	115	23	and	and	CCONJ
ajst-19157	115	24	predicts	predict	VERB
ajst-19157	115	25	well	well	ADJ
ajst-19157	115	26	fluid	fluid	ADJ
ajst-19157	115	27	flow	flow	NOUN
ajst-19157	115	28	rates	rate	NOUN
ajst-19157	115	29	.	.	PUNCT
ajst-19157	116	1	3.6	3.6	NUM
ajst-19157	116	2	.	.	PUNCT
ajst-19157	116	3	oil	oil	NOUN
ajst-19157	116	4	-	-	PUNCT
ajst-19157	116	5	gas	gas	NOUN
ajst-19157	116	6	field	field	NOUN
ajst-19157	116	7	surface	surface	NOUN
ajst-19157	116	8	engineering	engineer	VERB
ajst-19157	116	9	the	the	DET
ajst-19157	116	10	integration	integration	NOUN
ajst-19157	116	11	of	of	ADP
ajst-19157	116	12	big	big	ADJ
ajst-19157	116	13	data	datum	NOUN
ajst-19157	116	14	and	and	CCONJ
ajst-19157	116	15	artificial	artificial	ADJ
ajst-19157	116	16	intelligence	intelligence	NOUN
ajst-19157	116	17	technology	technology	NOUN
ajst-19157	116	18	has	have	AUX
ajst-19157	116	19	led	lead	VERB
ajst-19157	116	20	to	to	ADP
ajst-19157	116	21	further	further	ADJ
ajst-19157	116	22	advancements	advancement	NOUN
ajst-19157	116	23	and	and	CCONJ
ajst-19157	116	24	reforms	reform	NOUN
ajst-19157	116	25	in	in	ADP
ajst-19157	116	26	oil	oil	NOUN
ajst-19157	116	27	and	and	CCONJ
ajst-19157	116	28	gas	gas	NOUN
ajst-19157	116	29	field	field	NOUN
ajst-19157	116	30	ground	ground	NOUN
ajst-19157	116	31	engineering	engineering	NOUN
ajst-19157	116	32	,	,	PUNCT
ajst-19157	116	33	with	with	ADP
ajst-19157	116	34	the	the	DET
ajst-19157	116	35	construction	construction	NOUN
ajst-19157	116	36	of	of	ADP
ajst-19157	116	37	digital	digital	ADJ
ajst-19157	116	38	twins	twin	NOUN
ajst-19157	116	39	emerging	emerge	VERB
ajst-19157	116	40	as	as	ADP
ajst-19157	116	41	a	a	DET
ajst-19157	116	42	crucial	crucial	ADJ
ajst-19157	116	43	step	step	NOUN
ajst-19157	116	44	towards	towards	ADP
ajst-19157	116	45	achieving	achieve	VERB
ajst-19157	116	46	intelligence	intelligence	NOUN
ajst-19157	117	1	[	[	X
ajst-19157	117	2	32	32	NUM
ajst-19157	117	3	]	]	PUNCT
ajst-19157	117	4	.	.	PUNCT
ajst-19157	118	1	intelligent	intelligent	ADJ
ajst-19157	118	2	oil	oil	NOUN
ajst-19157	118	3	and	and	CCONJ
ajst-19157	118	4	gas	gas	NOUN
ajst-19157	118	5	field	field	NOUN
ajst-19157	118	6	ground	ground	NOUN
ajst-19157	118	7	engineering	engineering	NOUN
ajst-19157	118	8	involves	involve	VERB
ajst-19157	118	9	establishing	establish	VERB
ajst-19157	118	10	a	a	DET
ajst-19157	118	11	digital	digital	ADJ
ajst-19157	118	12	system	system	NOUN
ajst-19157	118	13	through	through	ADP
ajst-19157	118	14	three	three	NUM
ajst-19157	118	15	-	-	PUNCT
ajst-19157	118	16	dimensional	dimensional	ADJ
ajst-19157	118	17	design	design	NOUN
ajst-19157	118	18	and	and	CCONJ
ajst-19157	118	19	digitization	digitization	NOUN
ajst-19157	118	20	technology	technology	NOUN
ajst-19157	118	21	.	.	PUNCT
ajst-19157	119	1	this	this	DET
ajst-19157	119	2	system	system	NOUN
ajst-19157	119	3	integrates	integrate	VERB
ajst-19157	119	4	dynamic	dynamic	ADJ
ajst-19157	119	5	production	production	NOUN
ajst-19157	119	6	data	datum	NOUN
ajst-19157	119	7	and	and	CCONJ
ajst-19157	119	8	intelligent	intelligent	ADJ
ajst-19157	119	9	applications	application	NOUN
ajst-19157	119	10	,	,	PUNCT
ajst-19157	119	11	enabling	enable	VERB
ajst-19157	119	12	real	real	ADJ
ajst-19157	119	13	-	-	PUNCT
ajst-19157	119	14	time	time	NOUN
ajst-19157	119	15	monitoring	monitoring	NOUN
ajst-19157	119	16	through	through	ADP
ajst-19157	119	17	sensors	sensor	NOUN
ajst-19157	119	18	and	and	CCONJ
ajst-19157	119	19	data	datum	NOUN
ajst-19157	119	20	acquisition	acquisition	NOUN
ajst-19157	119	21	technology	technology	NOUN
ajst-19157	119	22	.	.	PUNCT
ajst-19157	120	1	it	it	PRON
ajst-19157	120	2	facilitates	facilitate	VERB
ajst-19157	120	3	real	real	ADJ
ajst-19157	120	4	-	-	PUNCT
ajst-19157	120	5	time	time	NOUN
ajst-19157	120	6	perception	perception	NOUN
ajst-19157	120	7	,	,	PUNCT
ajst-19157	120	8	analysis	analysis	NOUN
ajst-19157	120	9	,	,	PUNCT
ajst-19157	120	10	prediction	prediction	NOUN
ajst-19157	120	11	,	,	PUNCT
ajst-19157	120	12	optimization	optimization	NOUN
ajst-19157	120	13	,	,	PUNCT
ajst-19157	120	14	and	and	CCONJ
ajst-19157	120	15	decisionmaking	decisionmake	VERB
ajst-19157	120	16	within	within	ADP
ajst-19157	120	17	a	a	DET
ajst-19157	120	18	virtual	virtual	ADJ
ajst-19157	120	19	production	production	NOUN
ajst-19157	120	20	environment	environment	NOUN
ajst-19157	120	21	.	.	PUNCT
ajst-19157	121	1	oil	oil	NOUN
ajst-19157	121	2	and	and	CCONJ
ajst-19157	121	3	gas	gas	NOUN
ajst-19157	121	4	field	field	NOUN
ajst-19157	121	5	ground	ground	NOUN
ajst-19157	121	6	engineering	engineering	NOUN
ajst-19157	121	7	serves	serve	VERB
ajst-19157	121	8	as	as	ADP
ajst-19157	121	9	a	a	DET
ajst-19157	121	10	vital	vital	ADJ
ajst-19157	121	11	component	component	NOUN
ajst-19157	121	12	for	for	ADP
ajst-19157	121	13	managing	manage	VERB
ajst-19157	121	14	investment	investment	NOUN
ajst-19157	121	15	,	,	PUNCT
ajst-19157	121	16	reducing	reduce	VERB
ajst-19157	121	17	costs	cost	NOUN
ajst-19157	121	18	,	,	PUNCT
ajst-19157	121	19	enhancing	enhance	VERB
ajst-19157	121	20	development	development	NOUN
ajst-19157	121	21	efficiency	efficiency	NOUN
ajst-19157	121	22	,	,	PUNCT
ajst-19157	121	23	ensuring	ensure	VERB
ajst-19157	121	24	safety	safety	NOUN
ajst-19157	121	25	,	,	PUNCT
ajst-19157	121	26	and	and	CCONJ
ajst-19157	121	27	promoting	promote	VERB
ajst-19157	121	28	energy	energy	NOUN
ajst-19157	121	29	conservation	conservation	NOUN
ajst-19157	121	30	and	and	CCONJ
ajst-19157	121	31	environmental	environmental	ADJ
ajst-19157	121	32	protection	protection	NOUN
ajst-19157	121	33	.	.	PUNCT
ajst-19157	122	1	additionally	additionally	ADV
ajst-19157	122	2	,	,	PUNCT
ajst-19157	122	3	it	it	PRON
ajst-19157	122	4	plays	play	VERB
ajst-19157	122	5	a	a	DET
ajst-19157	122	6	crucial	crucial	ADJ
ajst-19157	122	7	role	role	NOUN
ajst-19157	122	8	in	in	ADP
ajst-19157	122	9	optimizing	optimize	VERB
ajst-19157	122	10	management	management	NOUN
ajst-19157	122	11	practices	practice	NOUN
ajst-19157	122	12	and	and	CCONJ
ajst-19157	122	13	improving	improve	VERB
ajst-19157	122	14	overall	overall	ADJ
ajst-19157	122	15	quality	quality	NOUN
ajst-19157	122	16	and	and	CCONJ
ajst-19157	122	17	efficiency	efficiency	NOUN
ajst-19157	122	18	.	.	PUNCT
ajst-19157	123	1	the	the	DET
ajst-19157	123	2	advancement	advancement	NOUN
ajst-19157	123	3	of	of	ADP
ajst-19157	123	4	oil	oil	NOUN
ajst-19157	123	5	and	and	CCONJ
ajst-19157	123	6	gas	gas	NOUN
ajst-19157	123	7	field	field	NOUN
ajst-19157	123	8	ground	ground	NOUN
ajst-19157	123	9	engineering	engineering	NOUN
ajst-19157	123	10	technology	technology	NOUN
ajst-19157	123	11	directly	directly	ADV
ajst-19157	123	12	impacts	impact	VERB
ajst-19157	123	13	development	development	NOUN
ajst-19157	123	14	outcomes	outcome	NOUN
ajst-19157	123	15	[	[	X
ajst-19157	123	16	33	33	NUM
ajst-19157	123	17	]	]	PUNCT
ajst-19157	123	18	.	.	PUNCT
ajst-19157	124	1	to	to	PART
ajst-19157	124	2	enhance	enhance	VERB
ajst-19157	124	3	the	the	DET
ajst-19157	124	4	quality	quality	NOUN
ajst-19157	124	5	and	and	CCONJ
ajst-19157	124	6	efficiency	efficiency	NOUN
ajst-19157	124	7	of	of	ADP
ajst-19157	124	8	oil	oil	NOUN
ajst-19157	124	9	and	and	CCONJ
ajst-19157	124	10	gas	gas	NOUN
ajst-19157	124	11	field	field	NOUN
ajst-19157	124	12	ground	ground	NOUN
ajst-19157	124	13	operations	operation	NOUN
ajst-19157	124	14	,	,	PUNCT
ajst-19157	124	15	various	various	ADJ
ajst-19157	124	16	artificial	artificial	ADJ
ajst-19157	124	17	intelligence	intelligence	NOUN
ajst-19157	124	18	technologies	technology	NOUN
ajst-19157	124	19	,	,	PUNCT
ajst-19157	124	20	including	include	VERB
ajst-19157	124	21	cloud	cloud	NOUN
ajst-19157	124	22	platforms	platform	NOUN
ajst-19157	124	23	,	,	PUNCT
ajst-19157	124	24	big	big	ADJ
ajst-19157	124	25	data	datum	NOUN
ajst-19157	124	26	analytics	analytic	NOUN
ajst-19157	124	27	,	,	PUNCT
ajst-19157	124	28	internet	internet	NOUN
ajst-19157	124	29	of	of	ADP
ajst-19157	124	30	things	thing	NOUN
ajst-19157	124	31	,	,	PUNCT
ajst-19157	124	32	image	image	NOUN
ajst-19157	124	33	recognition	recognition	NOUN
ajst-19157	124	34	,	,	PUNCT
ajst-19157	124	35	machine	machine	NOUN
ajst-19157	124	36	learning	learning	NOUN
ajst-19157	124	37	,	,	PUNCT
ajst-19157	124	38	supercomputing	supercomputing	NOUN
ajst-19157	124	39	,	,	PUNCT
ajst-19157	124	40	and	and	CCONJ
ajst-19157	124	41	knowledge	knowledge	NOUN
ajst-19157	124	42	mapping	mapping	NOUN
ajst-19157	124	43	,	,	PUNCT
ajst-19157	124	44	offer	offer	VERB
ajst-19157	124	45	essential	essential	ADJ
ajst-19157	124	46	technical	technical	ADJ
ajst-19157	124	47	support	support	NOUN
ajst-19157	124	48	[	[	X
ajst-19157	124	49	34	34	NUM
ajst-19157	124	50	]	]	PUNCT
ajst-19157	124	51	.	.	PUNCT
ajst-19157	125	1	4	4	X
ajst-19157	125	2	.	.	X
ajst-19157	125	3	challenges	challenge	NOUN
ajst-19157	125	4	and	and	CCONJ
ajst-19157	125	5	trends	trend	NOUN
ajst-19157	125	6	of	of	ADP
ajst-19157	125	7	intelligentization	intelligentization	NOUN
ajst-19157	125	8	4.1	4.1	NUM
ajst-19157	125	9	.	.	PUNCT
ajst-19157	126	1	future	future	ADJ
ajst-19157	126	2	issues	issue	NOUN
ajst-19157	126	3	and	and	CCONJ
ajst-19157	126	4	challenges	challenge	VERB
ajst-19157	126	5	4.1.1	4.1.1	NUM
ajst-19157	126	6	.	.	PUNCT
ajst-19157	127	1	complex	complex	ADJ
ajst-19157	127	2	geological	geological	ADJ
ajst-19157	127	3	conditions	condition	NOUN
ajst-19157	127	4	oil	oil	NOUN
ajst-19157	127	5	and	and	CCONJ
ajst-19157	127	6	gas	gas	NOUN
ajst-19157	127	7	fields	field	NOUN
ajst-19157	127	8	frequently	frequently	ADV
ajst-19157	127	9	reside	reside	VERB
ajst-19157	127	10	in	in	ADP
ajst-19157	127	11	geologically	geologically	ADV
ajst-19157	127	12	intricate	intricate	ADJ
ajst-19157	127	13	regions	region	NOUN
ajst-19157	127	14	,	,	PUNCT
ajst-19157	127	15	heightening	heighten	VERB
ajst-19157	127	16	the	the	DET
ajst-19157	127	17	challenges	challenge	NOUN
ajst-19157	127	18	of	of	ADP
ajst-19157	127	19	exploration	exploration	NOUN
ajst-19157	127	20	and	and	CCONJ
ajst-19157	127	21	development	development	NOUN
ajst-19157	127	22	.	.	PUNCT
ajst-19157	128	1	moreover	moreover	ADV
ajst-19157	128	2	,	,	PUNCT
ajst-19157	128	3	complex	complex	ADJ
ajst-19157	128	4	tectonic	tectonic	ADJ
ajst-19157	128	5	features	feature	NOUN
ajst-19157	128	6	and	and	CCONJ
ajst-19157	128	7	heterogeneous	heterogeneous	ADJ
ajst-19157	128	8	strata	strata	NOUN
ajst-19157	128	9	amplify	amplify	VERB
ajst-19157	128	10	uncertainty	uncertainty	NOUN
ajst-19157	128	11	throughout	throughout	ADP
ajst-19157	128	12	the	the	DET
ajst-19157	128	13	exploration	exploration	NOUN
ajst-19157	128	14	and	and	CCONJ
ajst-19157	128	15	development	development	NOUN
ajst-19157	128	16	phases	phase	NOUN
ajst-19157	128	17	.	.	PUNCT
ajst-19157	129	1	under	under	ADP
ajst-19157	129	2	challenging	challenge	VERB
ajst-19157	129	3	geological	geological	ADJ
ajst-19157	129	4	conditions	condition	NOUN
ajst-19157	129	5	,	,	PUNCT
ajst-19157	129	6	intelligent	intelligent	ADJ
ajst-19157	129	7	technologies	technology	NOUN
ajst-19157	129	8	need	need	VERB
ajst-19157	129	9	to	to	PART
ajst-19157	129	10	be	be	AUX
ajst-19157	129	11	able	able	ADJ
ajst-19157	129	12	to	to	PART
ajst-19157	129	13	analyse	analyse	VERB
ajst-19157	129	14	and	and	CCONJ
ajst-19157	129	15	interpret	interpret	VERB
ajst-19157	129	16	data	datum	NOUN
ajst-19157	129	17	accurately	accurately	ADV
ajst-19157	129	18	,	,	PUNCT
ajst-19157	129	19	and	and	CCONJ
ajst-19157	129	20	must	must	AUX
ajst-19157	129	21	be	be	AUX
ajst-19157	129	22	optimised	optimise	VERB
ajst-19157	129	23	and	and	CCONJ
ajst-19157	129	24	adapted	adapt	VERB
ajst-19157	129	25	to	to	ADP
ajst-19157	129	26	various	various	ADJ
ajst-19157	129	27	geological	geological	ADJ
ajst-19157	129	28	conditions	condition	NOUN
ajst-19157	129	29	to	to	PART
ajst-19157	129	30	ensure	ensure	VERB
ajst-19157	129	31	efficient	efficient	ADJ
ajst-19157	129	32	,	,	PUNCT
ajst-19157	129	33	safe	safe	ADJ
ajst-19157	129	34	and	and	CCONJ
ajst-19157	129	35	environmentally	environmentally	ADV
ajst-19157	129	36	friendly	friendly	ADJ
ajst-19157	129	37	103	103	NUM
ajst-19157	129	38	exploration	exploration	NOUN
ajst-19157	129	39	and	and	CCONJ
ajst-19157	129	40	development	development	NOUN
ajst-19157	129	41	of	of	ADP
ajst-19157	129	42	hydrocarbon	hydrocarbon	NOUN
ajst-19157	129	43	resources	resource	NOUN
ajst-19157	129	44	in	in	ADP
ajst-19157	129	45	complex	complex	ADJ
ajst-19157	129	46	environments	environment	NOUN
ajst-19157	129	47	.	.	PUNCT
ajst-19157	130	1	4.1.2	4.1.2	X
ajst-19157	130	2	.	.	NOUN
ajst-19157	130	3	data	datum	NOUN
ajst-19157	130	4	quality	quality	NOUN
ajst-19157	130	5	and	and	CCONJ
ajst-19157	130	6	safety	safety	NOUN
ajst-19157	130	7	problem	problem	NOUN
ajst-19157	130	8	intelligent	intelligent	ADJ
ajst-19157	130	9	oil	oil	NOUN
ajst-19157	130	10	and	and	CCONJ
ajst-19157	130	11	gas	gas	NOUN
ajst-19157	130	12	exploration	exploration	NOUN
ajst-19157	130	13	and	and	CCONJ
ajst-19157	130	14	development	development	NOUN
ajst-19157	130	15	heavily	heavily	ADV
ajst-19157	130	16	relies	rely	VERB
ajst-19157	130	17	on	on	ADP
ajst-19157	130	18	extensive	extensive	ADJ
ajst-19157	130	19	data	datum	NOUN
ajst-19157	130	20	analysis	analysis	NOUN
ajst-19157	130	21	,	,	PUNCT
ajst-19157	130	22	where	where	SCONJ
ajst-19157	130	23	the	the	DET
ajst-19157	130	24	quality	quality	NOUN
ajst-19157	130	25	and	and	CCONJ
ajst-19157	130	26	reliability	reliability	NOUN
ajst-19157	130	27	of	of	ADP
ajst-19157	130	28	data	datum	NOUN
ajst-19157	130	29	serve	serve	VERB
ajst-19157	130	30	as	as	ADP
ajst-19157	130	31	the	the	DET
ajst-19157	130	32	cornerstone	cornerstone	NOUN
ajst-19157	130	33	of	of	ADP
ajst-19157	130	34	intelligence	intelligence	NOUN
ajst-19157	130	35	.	.	PUNCT
ajst-19157	131	1	inaccurate	inaccurate	ADJ
ajst-19157	131	2	or	or	CCONJ
ajst-19157	131	3	flawed	flaw	VERB
ajst-19157	131	4	datasets	dataset	NOUN
ajst-19157	131	5	can	can	AUX
ajst-19157	131	6	significantly	significantly	ADV
ajst-19157	131	7	misguide	misguide	VERB
ajst-19157	131	8	prediction	prediction	NOUN
ajst-19157	131	9	models	model	NOUN
ajst-19157	131	10	,	,	PUNCT
ajst-19157	131	11	consequently	consequently	ADV
ajst-19157	131	12	impacting	impact	VERB
ajst-19157	131	13	the	the	DET
ajst-19157	131	14	accuracy	accuracy	NOUN
ajst-19157	131	15	of	of	ADP
ajst-19157	131	16	the	the	DET
ajst-19157	131	17	model	model	NOUN
ajst-19157	131	18	's	's	PART
ajst-19157	131	19	outcomes	outcome	NOUN
ajst-19157	131	20	.	.	PUNCT
ajst-19157	132	1	oil	oil	NOUN
ajst-19157	132	2	and	and	CCONJ
ajst-19157	132	3	gas	gas	NOUN
ajst-19157	132	4	exploration	exploration	NOUN
ajst-19157	132	5	and	and	CCONJ
ajst-19157	132	6	development	development	NOUN
ajst-19157	132	7	entail	entail	VERB
ajst-19157	132	8	vast	vast	ADJ
ajst-19157	132	9	datasets	dataset	NOUN
ajst-19157	132	10	from	from	ADP
ajst-19157	132	11	geological	geological	ADJ
ajst-19157	132	12	exploration	exploration	NOUN
ajst-19157	132	13	,	,	PUNCT
ajst-19157	132	14	production	production	NOUN
ajst-19157	132	15	monitoring	monitoring	NOUN
ajst-19157	132	16	,	,	PUNCT
ajst-19157	132	17	among	among	ADP
ajst-19157	132	18	others	other	NOUN
ajst-19157	132	19	.	.	PUNCT
ajst-19157	133	1	ensuring	ensure	VERB
ajst-19157	133	2	data	datum	NOUN
ajst-19157	133	3	security	security	NOUN
ajst-19157	133	4	and	and	CCONJ
ajst-19157	133	5	privacy	privacy	NOUN
ajst-19157	133	6	emerges	emerge	VERB
ajst-19157	133	7	as	as	ADP
ajst-19157	133	8	a	a	DET
ajst-19157	133	9	crucial	crucial	ADJ
ajst-19157	133	10	concern	concern	NOUN
ajst-19157	133	11	,	,	PUNCT
ajst-19157	133	12	particularly	particularly	ADV
ajst-19157	133	13	when	when	SCONJ
ajst-19157	133	14	leveraging	leverage	VERB
ajst-19157	133	15	cloud	cloud	NOUN
ajst-19157	133	16	computing	computing	NOUN
ajst-19157	133	17	platforms	platform	NOUN
ajst-19157	133	18	and	and	CCONJ
ajst-19157	133	19	big	big	ADJ
ajst-19157	133	20	data	datum	NOUN
ajst-19157	133	21	technologies	technology	NOUN
ajst-19157	133	22	.	.	PUNCT
ajst-19157	134	1	special	special	ADJ
ajst-19157	134	2	attention	attention	NOUN
ajst-19157	134	3	must	must	AUX
ajst-19157	134	4	be	be	AUX
ajst-19157	134	5	directed	direct	VERB
ajst-19157	134	6	towards	towards	ADP
ajst-19157	134	7	addressing	address	VERB
ajst-19157	134	8	the	the	DET
ajst-19157	134	9	heightened	heightened	ADJ
ajst-19157	134	10	cybersecurity	cybersecurity	NOUN
ajst-19157	134	11	risks	risk	NOUN
ajst-19157	134	12	associated	associate	VERB
ajst-19157	134	13	with	with	ADP
ajst-19157	134	14	analyses	analysis	NOUN
ajst-19157	134	15	.	.	PUNCT
ajst-19157	135	1	4.1.3	4.1.3	X
ajst-19157	135	2	.	.	X
ajst-19157	135	3	investment	investment	NOUN
ajst-19157	135	4	and	and	CCONJ
ajst-19157	135	5	cost	cost	VERB
ajst-19157	135	6	the	the	DET
ajst-19157	135	7	integration	integration	NOUN
ajst-19157	135	8	of	of	ADP
ajst-19157	135	9	intelligent	intelligent	ADJ
ajst-19157	135	10	systems	system	NOUN
ajst-19157	135	11	necessitates	necessitate	VERB
ajst-19157	135	12	investments	investment	NOUN
ajst-19157	135	13	in	in	ADP
ajst-19157	135	14	advanced	advanced	ADJ
ajst-19157	135	15	sensing	sense	VERB
ajst-19157	135	16	technologies	technology	NOUN
ajst-19157	135	17	,	,	PUNCT
ajst-19157	135	18	big	big	ADJ
ajst-19157	135	19	data	datum	NOUN
ajst-19157	135	20	analytics	analytic	NOUN
ajst-19157	135	21	platforms	platform	NOUN
ajst-19157	135	22	,	,	PUNCT
ajst-19157	135	23	artificial	artificial	ADJ
ajst-19157	135	24	intelligence	intelligence	NOUN
ajst-19157	135	25	algorithms	algorithm	NOUN
ajst-19157	135	26	,	,	PUNCT
ajst-19157	135	27	and	and	CCONJ
ajst-19157	135	28	other	other	ADJ
ajst-19157	135	29	components	component	NOUN
ajst-19157	135	30	to	to	PART
ajst-19157	135	31	establish	establish	VERB
ajst-19157	135	32	resilient	resilient	ADJ
ajst-19157	135	33	and	and	CCONJ
ajst-19157	135	34	efficient	efficient	ADJ
ajst-19157	135	35	exploration	exploration	NOUN
ajst-19157	135	36	and	and	CCONJ
ajst-19157	135	37	development	development	NOUN
ajst-19157	135	38	systems	system	NOUN
ajst-19157	135	39	.	.	PUNCT
ajst-19157	136	1	these	these	DET
ajst-19157	136	2	investments	investment	NOUN
ajst-19157	136	3	encompass	encompass	VERB
ajst-19157	136	4	not	not	PART
ajst-19157	136	5	only	only	ADV
ajst-19157	136	6	the	the	DET
ajst-19157	136	7	procurement	procurement	NOUN
ajst-19157	136	8	of	of	ADP
ajst-19157	136	9	hardware	hardware	NOUN
ajst-19157	136	10	and	and	CCONJ
ajst-19157	136	11	software	software	NOUN
ajst-19157	136	12	but	but	CCONJ
ajst-19157	136	13	also	also	ADV
ajst-19157	136	14	the	the	DET
ajst-19157	136	15	training	training	NOUN
ajst-19157	136	16	and	and	CCONJ
ajst-19157	136	17	recruitment	recruitment	NOUN
ajst-19157	136	18	of	of	ADP
ajst-19157	136	19	skilled	skilled	ADJ
ajst-19157	136	20	professionals	professional	NOUN
ajst-19157	136	21	to	to	PART
ajst-19157	136	22	manage	manage	VERB
ajst-19157	136	23	and	and	CCONJ
ajst-19157	136	24	sustain	sustain	VERB
ajst-19157	136	25	these	these	DET
ajst-19157	136	26	systems	system	NOUN
ajst-19157	136	27	.	.	PUNCT
ajst-19157	137	1	furthermore	furthermore	ADV
ajst-19157	137	2	,	,	PUNCT
ajst-19157	137	3	factors	factor	NOUN
ajst-19157	137	4	such	such	ADJ
ajst-19157	137	5	as	as	ADP
ajst-19157	137	6	oil	oil	NOUN
ajst-19157	137	7	price	price	NOUN
ajst-19157	137	8	volatility	volatility	NOUN
ajst-19157	137	9	and	and	CCONJ
ajst-19157	137	10	geological	geological	ADJ
ajst-19157	137	11	risks	risk	NOUN
ajst-19157	137	12	must	must	AUX
ajst-19157	137	13	be	be	AUX
ajst-19157	137	14	meticulously	meticulously	ADV
ajst-19157	137	15	evaluated	evaluate	VERB
ajst-19157	137	16	in	in	ADP
ajst-19157	137	17	investment	investment	NOUN
ajst-19157	137	18	planning	planning	NOUN
ajst-19157	137	19	processes	process	NOUN
ajst-19157	137	20	.	.	PUNCT
ajst-19157	138	1	4.2	4.2	NUM
ajst-19157	138	2	.	.	PUNCT
ajst-19157	138	3	trends	trend	NOUN
ajst-19157	138	4	in	in	ADP
ajst-19157	138	5	the	the	DET
ajst-19157	138	6	development	development	NOUN
ajst-19157	138	7	of	of	ADP
ajst-19157	138	8	oil	oil	NOUN
ajst-19157	138	9	and	and	CCONJ
ajst-19157	138	10	gas	gas	NOUN
ajst-19157	138	11	intelligence	intelligence	NOUN
ajst-19157	138	12	4.2.1	4.2.1	NUM
ajst-19157	138	13	.	.	PUNCT
ajst-19157	138	14	data	data	NOUN
ajst-19157	138	15	-	-	PUNCT
ajst-19157	138	16	driven	drive	VERB
ajst-19157	138	17	decision	decision	NOUN
ajst-19157	138	18	making	make	VERB
ajst-19157	138	19	leveraging	leverage	VERB
ajst-19157	138	20	big	big	ADJ
ajst-19157	138	21	data	datum	NOUN
ajst-19157	138	22	and	and	CCONJ
ajst-19157	138	23	artificial	artificial	ADJ
ajst-19157	138	24	intelligence	intelligence	NOUN
ajst-19157	138	25	technologies	technology	NOUN
ajst-19157	138	26	,	,	PUNCT
ajst-19157	138	27	oil	oil	NOUN
ajst-19157	138	28	and	and	CCONJ
ajst-19157	138	29	gas	gas	NOUN
ajst-19157	138	30	exploration	exploration	NOUN
ajst-19157	138	31	and	and	CCONJ
ajst-19157	138	32	development	development	NOUN
ajst-19157	138	33	are	be	AUX
ajst-19157	138	34	increasingly	increasingly	ADV
ajst-19157	138	35	dependent	dependent	ADJ
ajst-19157	138	36	on	on	ADP
ajst-19157	138	37	data	data	NOUN
ajst-19157	138	38	-	-	PUNCT
ajst-19157	138	39	driven	drive	VERB
ajst-19157	138	40	decision	decision	NOUN
ajst-19157	138	41	-	-	PUNCT
ajst-19157	138	42	making	making	NOUN
ajst-19157	138	43	.	.	PUNCT
ajst-19157	139	1	data	datum	NOUN
ajst-19157	139	2	analysis	analysis	NOUN
ajst-19157	139	3	and	and	CCONJ
ajst-19157	139	4	mining	mining	NOUN
ajst-19157	139	5	constitute	constitute	VERB
ajst-19157	139	6	pivotal	pivotal	ADJ
ajst-19157	139	7	components	component	NOUN
ajst-19157	139	8	of	of	ADP
ajst-19157	139	9	intelligent	intelligent	ADJ
ajst-19157	139	10	decisionmaking	decisionmaking	NOUN
ajst-19157	139	11	processes	process	NOUN
ajst-19157	139	12	.	.	PUNCT
ajst-19157	140	1	employing	employ	VERB
ajst-19157	140	2	techniques	technique	NOUN
ajst-19157	140	3	such	such	ADJ
ajst-19157	140	4	as	as	ADP
ajst-19157	140	5	machine	machine	NOUN
ajst-19157	140	6	learning	learning	NOUN
ajst-19157	140	7	,	,	PUNCT
ajst-19157	140	8	model	model	NOUN
ajst-19157	140	9	building	building	NOUN
ajst-19157	140	10	,	,	PUNCT
ajst-19157	140	11	and	and	CCONJ
ajst-19157	140	12	predictive	predictive	ADJ
ajst-19157	140	13	analytics	analytic	NOUN
ajst-19157	140	14	,	,	PUNCT
ajst-19157	140	15	data	datum	NOUN
ajst-19157	140	16	from	from	ADP
ajst-19157	140	17	exploration	exploration	NOUN
ajst-19157	140	18	,	,	PUNCT
ajst-19157	140	19	production	production	NOUN
ajst-19157	140	20	,	,	PUNCT
ajst-19157	140	21	and	and	CCONJ
ajst-19157	140	22	operational	operational	ADJ
ajst-19157	140	23	phases	phase	NOUN
ajst-19157	140	24	will	will	AUX
ajst-19157	140	25	be	be	AUX
ajst-19157	140	26	thoroughly	thoroughly	ADV
ajst-19157	140	27	mined	mine	VERB
ajst-19157	140	28	to	to	PART
ajst-19157	140	29	uncover	uncover	VERB
ajst-19157	140	30	potential	potential	ADJ
ajst-19157	140	31	patterns	pattern	NOUN
ajst-19157	140	32	,	,	PUNCT
ajst-19157	140	33	trends	trend	NOUN
ajst-19157	140	34	,	,	PUNCT
ajst-19157	140	35	and	and	CCONJ
ajst-19157	140	36	correlations	correlation	NOUN
ajst-19157	140	37	.	.	PUNCT
ajst-19157	141	1	these	these	DET
ajst-19157	141	2	insights	insight	NOUN
ajst-19157	141	3	will	will	AUX
ajst-19157	141	4	furnish	furnish	VERB
ajst-19157	141	5	robust	robust	ADJ
ajst-19157	141	6	support	support	NOUN
ajst-19157	141	7	for	for	ADP
ajst-19157	141	8	crafting	craft	VERB
ajst-19157	141	9	more	more	ADV
ajst-19157	141	10	precise	precise	ADJ
ajst-19157	141	11	exploration	exploration	NOUN
ajst-19157	141	12	plans	plan	NOUN
ajst-19157	141	13	,	,	PUNCT
ajst-19157	141	14	optimizing	optimize	VERB
ajst-19157	141	15	production	production	NOUN
ajst-19157	141	16	processes	process	NOUN
ajst-19157	141	17	,	,	PUNCT
ajst-19157	141	18	and	and	CCONJ
ajst-19157	141	19	mitigating	mitigate	VERB
ajst-19157	141	20	costs	cost	NOUN
ajst-19157	141	21	.	.	PUNCT
ajst-19157	142	1	4.2.2	4.2.2	X
ajst-19157	142	2	.	.	PUNCT
ajst-19157	142	3	intelligent	intelligent	ADJ
ajst-19157	142	4	tools	tool	NOUN
ajst-19157	142	5	and	and	CCONJ
ajst-19157	142	6	digital	digital	ADJ
ajst-19157	142	7	twins	twin	NOUN
ajst-19157	142	8	the	the	DET
ajst-19157	142	9	extensive	extensive	ADJ
ajst-19157	142	10	adoption	adoption	NOUN
ajst-19157	142	11	of	of	ADP
ajst-19157	142	12	smart	smart	ADJ
ajst-19157	142	13	sensors	sensor	NOUN
ajst-19157	142	14	,	,	PUNCT
ajst-19157	142	15	automated	automate	VERB
ajst-19157	142	16	systems	system	NOUN
ajst-19157	142	17	,	,	PUNCT
ajst-19157	142	18	and	and	CCONJ
ajst-19157	142	19	robotics	robotic	NOUN
ajst-19157	142	20	across	across	ADP
ajst-19157	142	21	oil	oil	NOUN
ajst-19157	142	22	and	and	CCONJ
ajst-19157	142	23	gas	gas	NOUN
ajst-19157	142	24	exploration	exploration	NOUN
ajst-19157	142	25	,	,	PUNCT
ajst-19157	142	26	production	production	NOUN
ajst-19157	142	27	,	,	PUNCT
ajst-19157	142	28	and	and	CCONJ
ajst-19157	142	29	transportation	transportation	NOUN
ajst-19157	142	30	promises	promise	VERB
ajst-19157	142	31	substantial	substantial	ADJ
ajst-19157	142	32	enhancements	enhancement	NOUN
ajst-19157	142	33	in	in	ADP
ajst-19157	142	34	efficiency	efficiency	NOUN
ajst-19157	142	35	and	and	CCONJ
ajst-19157	142	36	a	a	DET
ajst-19157	142	37	reduction	reduction	NOUN
ajst-19157	142	38	in	in	ADP
ajst-19157	142	39	the	the	DET
ajst-19157	142	40	risk	risk	NOUN
ajst-19157	142	41	of	of	ADP
ajst-19157	142	42	human	human	ADJ
ajst-19157	142	43	error	error	NOUN
ajst-19157	142	44	.	.	PUNCT
ajst-19157	143	1	the	the	DET
ajst-19157	143	2	convergence	convergence	NOUN
ajst-19157	143	3	of	of	ADP
ajst-19157	143	4	these	these	DET
ajst-19157	143	5	advanced	advanced	ADJ
ajst-19157	143	6	technologies	technology	NOUN
ajst-19157	143	7	has	have	AUX
ajst-19157	143	8	catalyzed	catalyze	VERB
ajst-19157	143	9	improvements	improvement	NOUN
ajst-19157	143	10	and	and	CCONJ
ajst-19157	143	11	innovations	innovation	NOUN
ajst-19157	143	12	within	within	ADP
ajst-19157	143	13	the	the	DET
ajst-19157	143	14	oil	oil	NOUN
ajst-19157	143	15	and	and	CCONJ
ajst-19157	143	16	gas	gas	NOUN
ajst-19157	143	17	industry	industry	NOUN
ajst-19157	143	18	.	.	PUNCT
ajst-19157	144	1	notably	notably	ADV
ajst-19157	144	2	,	,	PUNCT
ajst-19157	144	3	the	the	DET
ajst-19157	144	4	utilization	utilization	NOUN
ajst-19157	144	5	of	of	ADP
ajst-19157	144	6	digital	digital	ADJ
ajst-19157	144	7	twin	twin	ADJ
ajst-19157	144	8	technology	technology	NOUN
ajst-19157	144	9	enables	enable	VERB
ajst-19157	144	10	the	the	DET
ajst-19157	144	11	testing	testing	NOUN
ajst-19157	144	12	and	and	CCONJ
ajst-19157	144	13	validation	validation	NOUN
ajst-19157	144	14	of	of	ADP
ajst-19157	144	15	diverse	diverse	ADJ
ajst-19157	144	16	production	production	NOUN
ajst-19157	144	17	and	and	CCONJ
ajst-19157	144	18	maintenance	maintenance	NOUN
ajst-19157	144	19	strategies	strategy	NOUN
ajst-19157	144	20	through	through	ADP
ajst-19157	144	21	simulation	simulation	NOUN
ajst-19157	144	22	.	.	PUNCT
ajst-19157	145	1	this	this	PRON
ajst-19157	145	2	is	be	AUX
ajst-19157	145	3	achieved	achieve	VERB
ajst-19157	145	4	by	by	ADP
ajst-19157	145	5	accurately	accurately	ADV
ajst-19157	145	6	mapping	map	VERB
ajst-19157	145	7	the	the	DET
ajst-19157	145	8	physical	physical	ADJ
ajst-19157	145	9	attributes	attribute	NOUN
ajst-19157	145	10	,	,	PUNCT
ajst-19157	145	11	operational	operational	ADJ
ajst-19157	145	12	procedures	procedure	NOUN
ajst-19157	145	13	,	,	PUNCT
ajst-19157	145	14	and	and	CCONJ
ajst-19157	145	15	performance	performance	NOUN
ajst-19157	145	16	metrics	metric	NOUN
ajst-19157	145	17	of	of	ADP
ajst-19157	145	18	real	real	ADJ
ajst-19157	145	19	oil	oil	NOUN
ajst-19157	145	20	and	and	CCONJ
ajst-19157	145	21	gas	gas	NOUN
ajst-19157	145	22	systems	system	NOUN
ajst-19157	145	23	into	into	ADP
ajst-19157	145	24	virtual	virtual	ADJ
ajst-19157	145	25	environments	environment	NOUN
ajst-19157	145	26	.	.	PUNCT
ajst-19157	146	1	4.2.3	4.2.3	X
ajst-19157	146	2	.	.	PUNCT
ajst-19157	147	1	cooperation	cooperation	NOUN
ajst-19157	147	2	sharing	sharing	NOUN
ajst-19157	147	3	and	and	CCONJ
ajst-19157	147	4	sustainability	sustainability	NOUN
ajst-19157	147	5	as	as	ADP
ajst-19157	147	6	technological	technological	ADJ
ajst-19157	147	7	innovation	innovation	NOUN
ajst-19157	147	8	requires	require	VERB
ajst-19157	147	9	huge	huge	ADJ
ajst-19157	147	10	investments	investment	NOUN
ajst-19157	147	11	and	and	CCONJ
ajst-19157	147	12	resources	resource	NOUN
ajst-19157	147	13	,	,	PUNCT
ajst-19157	147	14	the	the	DET
ajst-19157	147	15	oil	oil	NOUN
ajst-19157	147	16	and	and	CCONJ
ajst-19157	147	17	gas	gas	NOUN
ajst-19157	147	18	industry	industry	NOUN
ajst-19157	147	19	may	may	AUX
ajst-19157	147	20	increasingly	increasingly	ADV
ajst-19157	147	21	incline	incline	VERB
ajst-19157	147	22	towards	towards	ADP
ajst-19157	147	23	collaboration	collaboration	NOUN
ajst-19157	147	24	and	and	CCONJ
ajst-19157	147	25	data	datum	NOUN
ajst-19157	147	26	sharing	share	VERB
ajst-19157	147	27	to	to	PART
ajst-19157	147	28	tackle	tackle	VERB
ajst-19157	147	29	the	the	DET
ajst-19157	147	30	challenges	challenge	NOUN
ajst-19157	147	31	presented	present	VERB
ajst-19157	147	32	by	by	ADP
ajst-19157	147	33	intelligence	intelligence	NOUN
ajst-19157	147	34	.	.	PUNCT
ajst-19157	148	1	this	this	DET
ajst-19157	148	2	collaborative	collaborative	ADJ
ajst-19157	148	3	and	and	CCONJ
ajst-19157	148	4	sharing	share	VERB
ajst-19157	148	5	ethos	ethos	NOUN
ajst-19157	148	6	is	be	AUX
ajst-19157	148	7	poised	poise	VERB
ajst-19157	148	8	to	to	PART
ajst-19157	148	9	expedite	expedite	VERB
ajst-19157	148	10	technological	technological	ADJ
ajst-19157	148	11	advancement	advancement	NOUN
ajst-19157	148	12	and	and	CCONJ
ajst-19157	148	13	enhance	enhance	VERB
ajst-19157	148	14	the	the	DET
ajst-19157	148	15	industry	industry	NOUN
ajst-19157	148	16	's	's	PART
ajst-19157	148	17	overall	overall	ADJ
ajst-19157	148	18	competitiveness	competitiveness	NOUN
ajst-19157	148	19	.	.	PUNCT
ajst-19157	149	1	moreover	moreover	ADV
ajst-19157	149	2	,	,	PUNCT
ajst-19157	149	3	it	it	PRON
ajst-19157	149	4	aligns	align	VERB
ajst-19157	149	5	with	with	ADP
ajst-19157	149	6	a	a	DET
ajst-19157	149	7	broader	broad	ADJ
ajst-19157	149	8	trend	trend	NOUN
ajst-19157	149	9	steering	steer	VERB
ajst-19157	149	10	the	the	DET
ajst-19157	149	11	industry	industry	NOUN
ajst-19157	149	12	towards	towards	ADP
ajst-19157	149	13	sustainable	sustainable	ADJ
ajst-19157	149	14	development	development	NOUN
ajst-19157	149	15	,	,	PUNCT
ajst-19157	149	16	prioritizing	prioritize	VERB
ajst-19157	149	17	environmental	environmental	ADJ
ajst-19157	149	18	friendliness	friendliness	NOUN
ajst-19157	149	19	.	.	PUNCT
ajst-19157	150	1	this	this	DET
ajst-19157	150	2	collective	collective	ADJ
ajst-19157	150	3	effort	effort	NOUN
ajst-19157	150	4	underscores	underscore	VERB
ajst-19157	150	5	a	a	DET
ajst-19157	150	6	pivotal	pivotal	ADJ
ajst-19157	150	7	step	step	NOUN
ajst-19157	150	8	towards	towards	ADP
ajst-19157	150	9	achieving	achieve	VERB
ajst-19157	150	10	a	a	DET
ajst-19157	150	11	more	more	ADV
ajst-19157	150	12	sustainable	sustainable	ADJ
ajst-19157	150	13	and	and	CCONJ
ajst-19157	150	14	environmentally	environmentally	ADV
ajst-19157	150	15	conscious	conscious	ADJ
ajst-19157	150	16	future	future	NOUN
ajst-19157	150	17	for	for	ADP
ajst-19157	150	18	the	the	DET
ajst-19157	150	19	oil	oil	NOUN
ajst-19157	150	20	and	and	CCONJ
ajst-19157	150	21	gas	gas	NOUN
ajst-19157	150	22	industry	industry	NOUN
ajst-19157	150	23	.	.	PUNCT
ajst-19157	151	1	5	5	X
ajst-19157	151	2	.	.	X
ajst-19157	151	3	conclusions	conclusion	NOUN
ajst-19157	151	4	(	(	PUNCT
ajst-19157	151	5	1	1	NUM
ajst-19157	151	6	)	)	PUNCT
ajst-19157	151	7	intelligent	intelligent	ADJ
ajst-19157	151	8	technologies	technology	NOUN
ajst-19157	151	9	are	be	AUX
ajst-19157	151	10	rapidly	rapidly	ADV
ajst-19157	151	11	gaining	gain	VERB
ajst-19157	151	12	traction	traction	NOUN
ajst-19157	151	13	in	in	ADP
ajst-19157	151	14	the	the	DET
ajst-19157	151	15	global	global	ADJ
ajst-19157	151	16	oil	oil	NOUN
ajst-19157	151	17	and	and	CCONJ
ajst-19157	151	18	gas	gas	NOUN
ajst-19157	151	19	sector	sector	NOUN
ajst-19157	151	20	,	,	PUNCT
ajst-19157	151	21	emerging	emerge	VERB
ajst-19157	151	22	as	as	ADP
ajst-19157	151	23	a	a	DET
ajst-19157	151	24	pivotal	pivotal	ADJ
ajst-19157	151	25	driver	driver	NOUN
ajst-19157	151	26	of	of	ADP
ajst-19157	151	27	industry	industry	NOUN
ajst-19157	151	28	advancement	advancement	NOUN
ajst-19157	151	29	.	.	PUNCT
ajst-19157	152	1	confronted	confront	VERB
ajst-19157	152	2	with	with	ADP
ajst-19157	152	3	challenges	challenge	NOUN
ajst-19157	152	4	in	in	ADP
ajst-19157	152	5	exploration	exploration	NOUN
ajst-19157	152	6	and	and	CCONJ
ajst-19157	152	7	development	development	NOUN
ajst-19157	152	8	,	,	PUNCT
ajst-19157	152	9	these	these	DET
ajst-19157	152	10	technologies	technology	NOUN
ajst-19157	152	11	offer	offer	VERB
ajst-19157	152	12	novel	novel	ADJ
ajst-19157	152	13	solutions	solution	NOUN
ajst-19157	152	14	to	to	PART
ajst-19157	152	15	enhance	enhance	VERB
ajst-19157	152	16	efficiency	efficiency	NOUN
ajst-19157	152	17	,	,	PUNCT
ajst-19157	152	18	mitigate	mitigate	VERB
ajst-19157	152	19	costs	cost	NOUN
ajst-19157	152	20	,	,	PUNCT
ajst-19157	152	21	and	and	CCONJ
ajst-19157	152	22	ensure	ensure	VERB
ajst-19157	152	23	safety	safety	NOUN
ajst-19157	152	24	and	and	CCONJ
ajst-19157	152	25	sustainability	sustainability	NOUN
ajst-19157	152	26	.	.	PUNCT
ajst-19157	153	1	(	(	PUNCT
ajst-19157	153	2	2	2	X
ajst-19157	153	3	)	)	PUNCT
ajst-19157	153	4	the	the	DET
ajst-19157	153	5	ongoing	ongoing	ADJ
ajst-19157	153	6	innovation	innovation	NOUN
ajst-19157	153	7	of	of	ADP
ajst-19157	153	8	cutting	cut	VERB
ajst-19157	153	9	-	-	PUNCT
ajst-19157	153	10	edge	edge	NOUN
ajst-19157	153	11	technologies	technology	NOUN
ajst-19157	153	12	,	,	PUNCT
ajst-19157	153	13	such	such	ADJ
ajst-19157	153	14	as	as	ADP
ajst-19157	153	15	big	big	ADJ
ajst-19157	153	16	data	datum	NOUN
ajst-19157	153	17	and	and	CCONJ
ajst-19157	153	18	artificial	artificial	ADJ
ajst-19157	153	19	intelligence	intelligence	NOUN
ajst-19157	153	20	,	,	PUNCT
ajst-19157	153	21	furnishes	furnish	VERB
ajst-19157	153	22	more	more	ADV
ajst-19157	153	23	precise	precise	ADJ
ajst-19157	153	24	and	and	CCONJ
ajst-19157	153	25	efficient	efficient	ADJ
ajst-19157	153	26	tools	tool	NOUN
ajst-19157	153	27	and	and	CCONJ
ajst-19157	153	28	methodologies	methodology	NOUN
ajst-19157	153	29	for	for	ADP
ajst-19157	153	30	oil	oil	NOUN
ajst-19157	153	31	and	and	CCONJ
ajst-19157	153	32	gas	gas	NOUN
ajst-19157	153	33	exploration	exploration	NOUN
ajst-19157	153	34	and	and	CCONJ
ajst-19157	153	35	production	production	NOUN
ajst-19157	153	36	(	(	PUNCT
ajst-19157	153	37	e&p	e&p	PROPN
ajst-19157	153	38	)	)	PUNCT
ajst-19157	153	39	.	.	PUNCT
ajst-19157	154	1	these	these	DET
ajst-19157	154	2	advancements	advancement	NOUN
ajst-19157	154	3	extend	extend	VERB
ajst-19157	154	4	to	to	ADP
ajst-19157	154	5	areas	area	NOUN
ajst-19157	154	6	including	include	VERB
ajst-19157	154	7	logging	log	VERB
ajst-19157	154	8	curve	curve	NOUN
ajst-19157	154	9	analysis	analysis	NOUN
ajst-19157	154	10	,	,	PUNCT
ajst-19157	154	11	seismic	seismic	ADJ
ajst-19157	154	12	data	datum	NOUN
ajst-19157	154	13	interpretation	interpretation	NOUN
ajst-19157	154	14	,	,	PUNCT
ajst-19157	154	15	geological	geological	ADJ
ajst-19157	154	16	modeling	modeling	NOUN
ajst-19157	154	17	,	,	PUNCT
ajst-19157	154	18	intelligent	intelligent	ADJ
ajst-19157	154	19	drilling	drilling	NOUN
ajst-19157	154	20	and	and	CCONJ
ajst-19157	154	21	completions	completion	NOUN
ajst-19157	154	22	,	,	PUNCT
ajst-19157	154	23	production	production	NOUN
ajst-19157	154	24	dynamics	dynamic	NOUN
ajst-19157	154	25	analysis	analysis	NOUN
ajst-19157	154	26	,	,	PUNCT
ajst-19157	154	27	and	and	CCONJ
ajst-19157	154	28	surface	surface	NOUN
ajst-19157	154	29	engineering	engineering	NOUN
ajst-19157	154	30	within	within	ADP
ajst-19157	154	31	oil	oil	NOUN
ajst-19157	154	32	and	and	CCONJ
ajst-19157	154	33	gas	gas	NOUN
ajst-19157	154	34	fields	field	NOUN
ajst-19157	154	35	.	.	PUNCT
ajst-19157	155	1	(	(	PUNCT
ajst-19157	155	2	3	3	X
ajst-19157	155	3	)	)	PUNCT
ajst-19157	155	4	achieving	achieve	VERB
ajst-19157	155	5	intelligent	intelligent	ADJ
ajst-19157	155	6	oil	oil	NOUN
ajst-19157	155	7	and	and	CCONJ
ajst-19157	155	8	gas	gas	NOUN
ajst-19157	155	9	exploration	exploration	NOUN
ajst-19157	155	10	and	and	CCONJ
ajst-19157	155	11	development	development	NOUN
ajst-19157	155	12	necessitates	necessitate	VERB
ajst-19157	155	13	interdisciplinary	interdisciplinary	ADJ
ajst-19157	155	14	collaboration	collaboration	NOUN
ajst-19157	155	15	and	and	CCONJ
ajst-19157	155	16	knowledge	knowledge	NOUN
ajst-19157	155	17	sharing	sharing	NOUN
ajst-19157	155	18	across	across	ADP
ajst-19157	155	19	fields	field	NOUN
ajst-19157	155	20	.	.	PUNCT
ajst-19157	156	1	it	it	PRON
ajst-19157	156	2	entails	entail	VERB
ajst-19157	156	3	integrating	integrate	VERB
ajst-19157	156	4	expertise	expertise	NOUN
ajst-19157	156	5	and	and	CCONJ
ajst-19157	156	6	resources	resource	NOUN
ajst-19157	156	7	from	from	ADP
ajst-19157	156	8	diverse	diverse	ADJ
ajst-19157	156	9	stakeholders	stakeholder	NOUN
ajst-19157	156	10	to	to	PART
ajst-19157	156	11	address	address	VERB
ajst-19157	156	12	challenges	challenge	NOUN
ajst-19157	156	13	posed	pose	VERB
ajst-19157	156	14	by	by	ADP
ajst-19157	156	15	intelligent	intelligent	ADJ
ajst-19157	156	16	technologies	technology	NOUN
ajst-19157	156	17	,	,	PUNCT
ajst-19157	156	18	thereby	thereby	ADV
ajst-19157	156	19	fostering	foster	VERB
ajst-19157	156	20	an	an	DET
ajst-19157	156	21	efficient	efficient	ADJ
ajst-19157	156	22	,	,	PUNCT
ajst-19157	156	23	intelligent	intelligent	ADJ
ajst-19157	156	24	,	,	PUNCT
ajst-19157	156	25	and	and	CCONJ
ajst-19157	156	26	sustainable	sustainable	ADJ
ajst-19157	156	27	future	future	NOUN
ajst-19157	156	28	for	for	ADP
ajst-19157	156	29	the	the	DET
ajst-19157	156	30	oil	oil	NOUN
ajst-19157	156	31	and	and	CCONJ
ajst-19157	156	32	gas	gas	NOUN
ajst-19157	156	33	industry	industry	NOUN
ajst-19157	156	34	.	.	PUNCT
ajst-19157	157	1	references	reference	NOUN
ajst-19157	157	2	[	[	X
ajst-19157	157	3	1	1	NUM
ajst-19157	157	4	]	]	X
ajst-19157	157	5	pan	pan	NOUN
ajst-19157	157	6	jiping	jiping	NOUN
ajst-19157	157	7	.	.	PUNCT
ajst-19157	158	1	new	new	ADJ
ajst-19157	158	2	progress	progress	NOUN
ajst-19157	158	3	and	and	CCONJ
ajst-19157	158	4	outlook	outlook	NOUN
ajst-19157	158	5	of	of	ADP
ajst-19157	158	6	china	china	PROPN
ajst-19157	158	7	’s	’s	PART
ajst-19157	158	8	oil	oil	NOUN
ajst-19157	158	9	and	and	CCONJ
ajst-19157	158	10	gas	gas	NOUN
ajst-19157	158	11	exploration	exploration	NOUN
ajst-19157	158	12	and	and	CCONJ
ajst-19157	158	13	development[j	development[j	PROPN
ajst-19157	158	14	]	]	PUNCT
ajst-19157	158	15	.	.	PUNCT
ajst-19157	159	1	petroleum	petroleum	NOUN
ajst-19157	159	2	science	science	NOUN
ajst-19157	159	3	and	and	CCONJ
ajst-19157	159	4	technology	technology	NOUN
ajst-19157	159	5	forum	forum	NOUN
ajst-19157	159	6	,	,	PUNCT
ajst-19157	159	7	2023	2023	NUM
ajst-19157	159	8	,	,	PUNCT
ajst-19157	159	9	42(1	42(1	NOUN
ajst-19157	159	10	):	):	PUNCT
ajst-19157	159	11	23	23	NUM
ajst-19157	159	12	-	-	SYM
ajst-19157	159	13	31	31	NUM
ajst-19157	159	14	.	.	PUNCT
ajst-19157	160	1	[	[	X
ajst-19157	160	2	2	2	X
ajst-19157	160	3	]	]	X
ajst-19157	160	4	dou	dou	X
ajst-19157	160	5	lirong	lirong	PROPN
ajst-19157	160	6	,	,	PUNCT
ajst-19157	160	7	wang	wang	PROPN
ajst-19157	160	8	wangquan	wangquan	PROPN
ajst-19157	160	9	,	,	PUNCT
ajst-19157	160	10	xiao	xiao	PROPN
ajst-19157	160	11	wei	wei	PROPN
ajst-19157	160	12	,	,	PUNCT
ajst-19157	160	13	lin	lin	PROPN
ajst-19157	160	14	yuchen	yuchen	PROPN
ajst-19157	160	15	.	.	PUNCT
ajst-19157	161	1	progress	progress	NOUN
ajst-19157	161	2	and	and	CCONJ
ajst-19157	161	3	suggestions	suggestion	NOUN
ajst-19157	161	4	on	on	ADP
ajst-19157	161	5	cnpc	cnpc	PROPN
ajst-19157	161	6	’s	’s	PART
ajst-19157	161	7	multinational	multinational	ADJ
ajst-19157	161	8	oil	oil	NOUN
ajst-19157	161	9	and	and	CCONJ
ajst-19157	161	10	gas	gas	NOUN
ajst-19157	161	11	exploration	exploration	NOUN
ajst-19157	161	12	and	and	CCONJ
ajst-19157	161	13	development[j	development[j	PROPN
ajst-19157	161	14	]	]	PUNCT
ajst-19157	161	15	.	.	PUNCT
ajst-19157	162	1	petroleum	petroleum	NOUN
ajst-19157	162	2	science	science	NOUN
ajst-19157	162	3	and	and	CCONJ
ajst-19157	162	4	technology	technology	NOUN
ajst-19157	162	5	forum	forum	PROPN
ajst-19157	162	6	,	,	PUNCT
ajst-19157	162	7	2020	2020	NUM
ajst-19157	162	8	,	,	PUNCT
ajst-19157	162	9	39(2	39(2	NUM
ajst-19157	162	10	):	):	PUNCT
ajst-19157	162	11	21	21	NUM
ajst-19157	162	12	-	-	SYM
ajst-19157	162	13	30	30	NUM
ajst-19157	162	14	.	.	PUNCT
ajst-19157	163	1	[	[	X
ajst-19157	163	2	3	3	NUM
ajst-19157	163	3	]	]	PUNCT
ajst-19157	163	4	yu	yu	PROPN
ajst-19157	163	5	naizhong	naizhong	PROPN
ajst-19157	163	6	.	.	PUNCT
ajst-19157	164	1	china	china	PROPN
ajst-19157	164	2	's	's	PART
ajst-19157	164	3	opportunities	opportunity	NOUN
ajst-19157	164	4	in	in	ADP
ajst-19157	164	5	the	the	DET
ajst-19157	164	6	artificial	artificial	ADJ
ajst-19157	164	7	intelligent	intelligent	ADJ
ajst-19157	164	8	age	age	NOUN
ajst-19157	164	9	:	:	PUNCT
ajst-19157	164	10	leader	leader	NOUN
ajst-19157	164	11	of	of	ADP
ajst-19157	164	12	thefourth	thefourth	ADJ
ajst-19157	164	13	scientific	scientific	ADJ
ajst-19157	164	14	and	and	CCONJ
ajst-19157	164	15	technological	technological	ADJ
ajst-19157	164	16	revolution[j	revolution[j	NOUN
ajst-19157	164	17	]	]	PUNCT
ajst-19157	164	18	.	.	PUNCT
ajst-19157	165	1	journal	journal	PROPN
ajst-19157	165	2	of	of	ADP
ajst-19157	165	3	chongqing	chongqe	VERB
ajst-19157	165	4	university(social	university(social	PROPN
ajst-19157	165	5	science	science	NOUN
ajst-19157	165	6	edition	edition	NOUN
ajst-19157	165	7	)	)	PUNCT
ajst-19157	165	8	,	,	PUNCT
ajst-19157	165	9	2020	2020	NUM
ajst-19157	165	10	,	,	PUNCT
ajst-19157	165	11	26(2	26(2	NUM
ajst-19157	165	12	):	):	PUNCT
ajst-19157	165	13	185	185	NUM
ajst-19157	165	14	-	-	SYM
ajst-19157	165	15	194	194	NUM
ajst-19157	165	16	.	.	PUNCT
ajst-19157	166	1	[	[	X
ajst-19157	166	2	4	4	NUM
ajst-19157	166	3	]	]	X
ajst-19157	166	4	li	li	PROPN
ajst-19157	166	5	yang	yang	PROPN
ajst-19157	166	6	,	,	PUNCT
ajst-19157	166	7	lian	lian	PROPN
ajst-19157	166	8	peiqing	peiqing	NOUN
ajst-19157	166	9	,	,	PUNCT
ajst-19157	166	10	xue	xue	PROPN
ajst-19157	166	11	zhaojie	zhaojie	PROPN
ajst-19157	166	12	,	,	PUNCT
ajst-19157	166	13	et	et	PROPN
ajst-19157	166	14	al	al	PROPN
ajst-19157	166	15	.	.	PUNCT
ajst-19157	166	16	application	application	NOUN
ajst-19157	166	17	status	status	NOUN
ajst-19157	166	18	and	and	CCONJ
ajst-19157	166	19	prospect	prospect	NOUN
ajst-19157	166	20	of	of	ADP
ajst-19157	166	21	big	big	ADJ
ajst-19157	166	22	data	datum	NOUN
ajst-19157	166	23	and	and	CCONJ
ajst-19157	166	24	artificial	artificial	ADJ
ajst-19157	166	25	intelligence	intelligence	NOUN
ajst-19157	166	26	in	in	ADP
ajst-19157	166	27	oil	oil	NOUN
ajst-19157	166	28	and	and	CCONJ
ajst-19157	166	29	gas	gas	NOUN
ajst-19157	166	30	field	field	NOUN
ajst-19157	166	31	development[j	development[j	PROPN
ajst-19157	166	32	]	]	PUNCT
ajst-19157	166	33	.	.	PUNCT
ajst-19157	167	1	journal	journal	PROPN
ajst-19157	167	2	of	of	ADP
ajst-19157	167	3	china	china	PROPN
ajst-19157	167	4	university	university	PROPN
ajst-19157	167	5	of	of	ADP
ajst-19157	167	6	petroleum	petroleum	NOUN
ajst-19157	167	7	(	(	PUNCT
ajst-19157	167	8	edition	edition	NOUN
ajst-19157	167	9	of	of	ADP
ajst-19157	167	10	natural	natural	ADJ
ajst-19157	167	11	science	science	NOUN
ajst-19157	167	12	)	)	PUNCT
ajst-19157	167	13	，	，	PUNCT
ajst-19157	168	1	2020	2020	NUM
ajst-19157	168	2	，	，	PROPN
ajst-19157	168	3	44	44	NUM
ajst-19157	168	4	(	(	PUNCT
ajst-19157	168	5	4	4	NUM
ajst-19157	168	6	)	)	PUNCT
ajst-19157	168	7	:	:	PUNCT
ajst-19157	168	8	111．.	111．.	NOUN
ajst-19157	169	1	[	[	X
ajst-19157	169	2	5	5	NUM
ajst-19157	169	3	]	]	X
ajst-19157	169	4	liu	liu	PROPN
ajst-19157	169	5	jia	jia	PROPN
ajst-19157	169	6	,	,	PUNCT
ajst-19157	169	7	zhang	zhang	PROPN
ajst-19157	169	8	huanzhi	huanzhi	PROPN
ajst-19157	169	9	,	,	PUNCT
ajst-19157	169	10	yang	yang	PROPN
ajst-19157	169	11	jinhua	jinhua	PROPN
ajst-19157	169	12	,	,	PUNCT
ajst-19157	169	13	et	et	PROPN
ajst-19157	169	14	al	al	PROPN
ajst-19157	169	15	.	.	PUNCT
ajst-19157	170	1	global	global	ADJ
ajst-19157	170	2	petroleum	petroleum	NOUN
ajst-19157	170	3	e&p	e&p	PROPN
ajst-19157	170	4	and	and	CCONJ
ajst-19157	170	5	technology	technology	NOUN
ajst-19157	170	6	development	development	NOUN
ajst-19157	170	7	outlook[j	outlook[j	NOUN
ajst-19157	170	8	]	]	PUNCT
ajst-19157	170	9	.	.	PUNCT
ajst-19157	171	1	world	world	NOUN
ajst-19157	171	2	petroleum	petroleum	NOUN
ajst-19157	171	3	industry	industry	NOUN
ajst-19157	171	4	,	,	PUNCT
ajst-19157	171	5	2019	2019	NUM
ajst-19157	171	6	,	,	PUNCT
ajst-19157	171	7	26(06	26(06	NUM
ajst-19157	171	8	):	):	PUNCT
ajst-19157	171	9	6	6	NUM
ajst-19157	171	10	-	-	SYM
ajst-19157	171	11	11	11	NUM
ajst-19157	171	12	.	.	PUNCT
ajst-19157	172	1	[	[	X
ajst-19157	172	2	6	6	NUM
ajst-19157	172	3	]	]	SYM
ajst-19157	172	4	li	li	PROPN
ajst-19157	172	5	yang	yang	PROPN
ajst-19157	172	6	,	,	PUNCT
ajst-19157	172	7	zhao	zhao	PROPN
ajst-19157	172	8	qingmin	qingmin	PROPN
ajst-19157	172	9	,	,	PUNCT
ajst-19157	172	10	xue	xue	PROPN
ajst-19157	172	11	zhaojie	zhaojie	PROPN
ajst-19157	172	12	.	.	PUNCT
ajst-19157	173	1	construction	construction	NOUN
ajst-19157	173	2	and	and	CCONJ
ajst-19157	173	3	innovative	innovative	ADJ
ajst-19157	173	4	practice	practice	NOUN
ajst-19157	173	5	of	of	ADP
ajst-19157	173	6	new	new	ADJ
ajst-19157	173	7	generation	generation	NOUN
ajst-19157	173	8	oil	oil	NOUN
ajst-19157	173	9	and	and	CCONJ
ajst-19157	173	10	gas	gas	NOUN
ajst-19157	173	11	development	development	NOUN
ajst-19157	173	12	technology	technology	NOUN
ajst-19157	173	13	system[j	system[j	PROPN
ajst-19157	173	14	]	]	PUNCT
ajst-19157	173	15	.	.	PUNCT
ajst-19157	174	1	journal	journal	PROPN
ajst-19157	174	2	of	of	ADP
ajst-19157	174	3	china	china	PROPN
ajst-19157	174	4	university	university	PROPN
ajst-19157	174	5	of	of	ADP
ajst-19157	174	6	petroleum(edition	petroleum(edition	PROPN
ajst-19157	174	7	of	of	ADP
ajst-19157	174	8	natural	natural	ADJ
ajst-19157	174	9	science	science	NOUN
ajst-19157	174	10	)	)	PUNCT
ajst-19157	174	11	,	,	PUNCT
ajst-19157	174	12	2023	2023	NUM
ajst-19157	174	13	,	,	PUNCT
ajst-19157	174	14	47(5	47(5	NOUN
ajst-19157	174	15	):	):	PUNCT
ajst-19157	174	16	45	45	NUM
ajst-19157	174	17	-	-	SYM
ajst-19157	174	18	54	54	NUM
ajst-19157	174	19	..	..	PUNCT
ajst-19157	175	1	[	[	X
ajst-19157	175	2	7	7	X
ajst-19157	175	3	]	]	X
ajst-19157	175	4	feng	feng	PROPN
ajst-19157	175	5	z	z	PROPN
ajst-19157	175	6	,	,	PUNCT
ajst-19157	175	7	lian	lian	ADJ
ajst-19157	175	8	p.	p.	NOUN
ajst-19157	175	9	“	"	PUNCT
ajst-19157	175	10	deep‐time	deep‐time	VERB
ajst-19157	175	11	digital	digital	ADJ
ajst-19157	175	12	basin	basin	NOUN
ajst-19157	175	13	”	"	PUNCT
ajst-19157	175	14	based	base	VERB
ajst-19157	175	15	on	on	ADP
ajst-19157	175	16	big	big	ADJ
ajst-19157	175	17	data	datum	NOUN
ajst-19157	175	18	and	and	CCONJ
ajst-19157	175	19	artificial	artificial	ADJ
ajst-19157	175	20	intelligence[j	intelligence[j	NOUN
ajst-19157	175	21	]	]	PUNCT
ajst-19157	175	22	.	.	PUNCT
ajst-19157	176	1	acta	acta	PROPN
ajst-19157	176	2	geologica	geologica	PROPN
ajst-19157	176	3	sinica‐english	sinica‐english	PROPN
ajst-19157	176	4	edition	edition	PROPN
ajst-19157	176	5	,	,	PUNCT
ajst-19157	176	6	2019	2019	NUM
ajst-19157	176	7	,	,	PUNCT
ajst-19157	176	8	93(s3	93(s3	NUM
ajst-19157	176	9	):	):	PUNCT
ajst-19157	176	10	14	14	NUM
ajst-19157	176	11	-	-	SYM
ajst-19157	176	12	16	16	NUM
ajst-19157	176	13	.	.	PUNCT
ajst-19157	177	1	[	[	X
ajst-19157	177	2	8	8	NUM
ajst-19157	177	3	]	]	X
ajst-19157	177	4	liu	liu	PROPN
ajst-19157	177	5	wei	wei	PROPN
ajst-19157	177	6	,	,	PUNCT
ajst-19157	177	7	yan	yan	PROPN
ajst-19157	177	8	na	na	PROPN
ajst-19157	177	9	.	.	PUNCT
ajst-19157	177	10	application	application	NOUN
ajst-19157	177	11	and	and	CCONJ
ajst-19157	177	12	influence	influence	NOUN
ajst-19157	177	13	of	of	ADP
ajst-19157	177	14	artificial	artificial	ADJ
ajst-19157	177	15	intelligence	intelligence	NOUN
ajst-19157	177	16	in	in	ADP
ajst-19157	177	17	petroleum	petroleum	NOUN
ajst-19157	177	18	engineering	engineering	NOUN
ajst-19157	177	19	area[j	area[j	NOUN
ajst-19157	177	20	]	]	PUNCT
ajst-19157	177	21	.	.	PUNCT
ajst-19157	178	1	petroleum	petroleum	NOUN
ajst-19157	178	2	science	science	NOUN
ajst-19157	178	3	and	and	CCONJ
ajst-19157	178	4	technology	technology	NOUN
ajst-19157	178	5	forum	forum	PROPN
ajst-19157	178	6	,	,	PUNCT
ajst-19157	178	7	2018	2018	NUM
ajst-19157	178	8	,	,	PUNCT
ajst-19157	178	9	37(4	37(4	PROPN
ajst-19157	178	10	):	):	PUNCT
ajst-19157	178	11	32	32	NUM
ajst-19157	178	12	-	-	SYM
ajst-19157	178	13	40	40	NUM
ajst-19157	178	14	.	.	PUNCT
ajst-19157	179	1	[	[	X
ajst-19157	179	2	9	9	NUM
ajst-19157	179	3	]	]	X
ajst-19157	179	4	hinton	hinton	PROPN
ajst-19157	179	5	g	g	PROPN
ajst-19157	179	6	e	e	PROPN
ajst-19157	179	7	,	,	PUNCT
ajst-19157	179	8	salakhutdinov	salakhutdinov	PROPN
ajst-19157	179	9	r	r	NOUN
ajst-19157	179	10	r.	r.	NOUN
ajst-19157	179	11	reducing	reduce	VERB
ajst-19157	179	12	the	the	DET
ajst-19157	179	13	dimensionality	dimensionality	NOUN
ajst-19157	179	14	of	of	ADP
ajst-19157	179	15	data	datum	NOUN
ajst-19157	179	16	with	with	ADP
ajst-19157	179	17	neural	neural	ADJ
ajst-19157	179	18	networks[j	networks[j	PROPN
ajst-19157	179	19	]	]	X
ajst-19157	179	20	.	.	PUNCT
ajst-19157	180	1	science	science	NOUN
ajst-19157	180	2	,	,	PUNCT
ajst-19157	180	3	2006	2006	NUM
ajst-19157	180	4	,	,	PUNCT
ajst-19157	180	5	313(5786	313(5786	NUM
ajst-19157	180	6	):	):	PUNCT
ajst-19157	180	7	504507	504507	NUM
ajst-19157	180	8	.	.	PUNCT
ajst-19157	180	9	104	104	NUM
ajst-19157	181	1	[	[	X
ajst-19157	181	2	10	10	NUM
ajst-19157	181	3	]	]	X
ajst-19157	181	4	hinton	hinton	PROPN
ajst-19157	181	5	g	g	PROPN
ajst-19157	181	6	e	e	PROPN
ajst-19157	181	7	,	,	PUNCT
ajst-19157	181	8	osindero	osindero	NOUN
ajst-19157	181	9	s	s	PART
ajst-19157	181	10	,	,	PUNCT
ajst-19157	181	11	teh	teh	PROPN
ajst-19157	181	12	y	y	PROPN
ajst-19157	181	13	w.	w.	PROPN
ajst-19157	181	14	a	a	DET
ajst-19157	181	15	fast	fast	ADJ
ajst-19157	181	16	learning	learn	VERB
ajst-19157	181	17	algorithm	algorithm	NOUN
ajst-19157	181	18	for	for	ADP
ajst-19157	181	19	deep	deep	ADJ
ajst-19157	181	20	belief	belief	NOUN
ajst-19157	181	21	nets[j	nets[j	ADP
ajst-19157	181	22	]	]	PUNCT
ajst-19157	181	23	.	.	PUNCT
ajst-19157	182	1	neural	neural	ADJ
ajst-19157	182	2	computation	computation	NOUN
ajst-19157	182	3	,	,	PUNCT
ajst-19157	182	4	2006	2006	NUM
ajst-19157	182	5	,	,	PUNCT
ajst-19157	182	6	18(7	18(7	NUM
ajst-19157	182	7	):	):	PUNCT
ajst-19157	182	8	15271554	15271554	NUM
ajst-19157	182	9	.	.	PUNCT
ajst-19157	183	1	[	[	X
ajst-19157	183	2	11	11	NUM
ajst-19157	183	3	]	]	X
ajst-19157	183	4	nan	nan	PROPN
ajst-19157	183	5	z	z	PROPN
ajst-19157	183	6	,	,	PUNCT
ajst-19157	183	7	huiwen	huiwen	NOUN
ajst-19157	183	8	t.	t.	PROPN
ajst-19157	183	9	development	development	NOUN
ajst-19157	183	10	and	and	CCONJ
ajst-19157	183	11	application	application	NOUN
ajst-19157	183	12	analysis	analysis	NOUN
ajst-19157	183	13	of	of	ADP
ajst-19157	183	14	artificial	artificial	ADJ
ajst-19157	183	15	intelligence	intelligence	NOUN
ajst-19157	183	16	technology[j	technology[j	NOUN
ajst-19157	183	17	]	]	PUNCT
ajst-19157	183	18	.	.	PUNCT
ajst-19157	184	1	journal	journal	PROPN
ajst-19157	184	2	of	of	ADP
ajst-19157	184	3	china	china	PROPN
ajst-19157	184	4	academy	academy	PROPN
ajst-19157	184	5	of	of	ADP
ajst-19157	184	6	electronics	electronic	NOUN
ajst-19157	184	7	and	and	CCONJ
ajst-19157	184	8	information	information	NOUN
ajst-19157	184	9	technology	technology	NOUN
ajst-19157	184	10	,	,	PUNCT
ajst-19157	184	11	2021	2021	NUM
ajst-19157	184	12	,	,	PUNCT
ajst-19157	184	13	16(7	16(7	NUM
ajst-19157	184	14	):	):	PUNCT
ajst-19157	184	15	737740	737740	NUM
ajst-19157	184	16	.	.	PUNCT
ajst-19157	185	1	[	[	X
ajst-19157	185	2	12	12	NUM
ajst-19157	185	3	]	]	X
ajst-19157	185	4	li	li	PROPN
ajst-19157	185	5	ning	ning	PROPN
ajst-19157	185	6	,	,	PUNCT
ajst-19157	185	7	xu	xu	PROPN
ajst-19157	185	8	binsen	binsen	PROPN
ajst-19157	185	9	,	,	PUNCT
ajst-19157	185	10	wu	wu	PROPN
ajst-19157	185	11	hongliang	hongliang	PROPN
ajst-19157	185	12	,	,	PUNCT
ajst-19157	185	13	et	et	PROPN
ajst-19157	185	14	al	al	PROPN
ajst-19157	185	15	.	.	PUNCT
ajst-19157	185	16	application	application	NOUN
ajst-19157	185	17	status	status	NOUN
ajst-19157	185	18	and	and	CCONJ
ajst-19157	185	19	prospects	prospect	NOUN
ajst-19157	185	20	of	of	ADP
ajst-19157	185	21	artificial	artificial	ADJ
ajst-19157	185	22	intelligence	intelligence	NOUN
ajst-19157	185	23	in	in	ADP
ajst-19157	185	24	well	well	ADV
ajst-19157	185	25	logging	log	VERB
ajst-19157	185	26	and	and	CCONJ
ajst-19157	185	27	formation	formation	NOUN
ajst-19157	185	28	evaluation[j	evaluation[j	NUM
ajst-19157	185	29	]	]	PUNCT
ajst-19157	185	30	.	.	PUNCT
ajst-19157	186	1	acta	acta	PROPN
ajst-19157	186	2	petrolei	petrolei	PROPN
ajst-19157	186	3	sinica	sinica	PROPN
ajst-19157	186	4	,	,	PUNCT
ajst-19157	186	5	2021	2021	NUM
ajst-19157	186	6	,	,	PUNCT
ajst-19157	186	7	42(4	42(4	NUM
ajst-19157	186	8	):	):	PUNCT
ajst-19157	186	9	508522	508522	NUM
ajst-19157	186	10	.	.	PUNCT
ajst-19157	187	1	[	[	X
ajst-19157	187	2	13	13	NUM
ajst-19157	187	3	]	]	PUNCT
ajst-19157	187	4	akinnikawe	akinnikawe	NOUN
ajst-19157	187	5	o	o	PROPN
ajst-19157	187	6	,	,	PUNCT
ajst-19157	187	7	lyne	lyne	PROPN
ajst-19157	187	8	s	s	PROPN
ajst-19157	187	9	,	,	PUNCT
ajst-19157	187	10	roberts	roberts	PROPN
ajst-19157	187	11	j.	j.	PROPN
ajst-19157	187	12	synthetic	synthetic	PROPN
ajst-19157	187	13	well	well	INTJ
ajst-19157	187	14	log	log	NOUN
ajst-19157	187	15	generation	generation	NOUN
ajst-19157	187	16	using	use	VERB
ajst-19157	187	17	machine	machine	NOUN
ajst-19157	187	18	learning	learn	VERB
ajst-19157	187	19	techniques[c	techniques[c	PROPN
ajst-19157	187	20	]	]	X
ajst-19157	187	21	unconventional	unconventional	ADJ
ajst-19157	187	22	resources	resource	NOUN
ajst-19157	187	23	technology	technology	NOUN
ajst-19157	187	24	conference	conference	NOUN
ajst-19157	187	25	.	.	PUNCT
ajst-19157	188	1	2018	2018	NUM
ajst-19157	188	2	.	.	PUNCT
ajst-19157	189	1	[	[	X
ajst-19157	189	2	14	14	NUM
ajst-19157	189	3	]	]	X
ajst-19157	189	4	yang	yang	PROPN
ajst-19157	189	5	liu	liu	PROPN
ajst-19157	189	6	-	-	PUNCT
ajst-19157	189	7	qing	qing	PROPN
ajst-19157	189	8	,	,	PUNCT
ajst-19157	189	9	chen	chen	PROPN
ajst-19157	189	10	wei	wei	PROPN
ajst-19157	189	11	,	,	PUNCT
ajst-19157	189	12	zha	zha	PROPN
ajst-19157	189	13	bei	bei	PROPN
ajst-19157	189	14	.	.	PUNCT
ajst-19157	189	15	prediction	prediction	NOUN
ajst-19157	189	16	and	and	CCONJ
ajst-19157	189	17	application	application	NOUN
ajst-19157	189	18	of	of	ADP
ajst-19157	189	19	reservoir	reservoir	NOUN
ajst-19157	189	20	porosity	porosity	NOUN
ajst-19157	189	21	by	by	ADP
ajst-19157	189	22	convolutional	convolutional	ADJ
ajst-19157	189	23	neural	neural	ADJ
ajst-19157	189	24	network[j	network[j	NOUN
ajst-19157	189	25	]	]	PUNCT
ajst-19157	189	26	.	.	PUNCT
ajst-19157	190	1	progress	progress	NOUN
ajst-19157	190	2	in	in	ADP
ajst-19157	190	3	geophysics	geophysic	NOUN
ajst-19157	190	4	,	,	PUNCT
ajst-19157	190	5	2019	2019	NUM
ajst-19157	190	6	,	,	PUNCT
ajst-19157	190	7	34(4	34(4	NUM
ajst-19157	190	8	):	):	PUNCT
ajst-19157	190	9	1548	1548	NUM
ajst-19157	190	10	-	-	SYM
ajst-19157	190	11	1555	1555	NUM
ajst-19157	190	12	.	.	PUNCT
ajst-19157	191	1	[	[	X
ajst-19157	191	2	15	15	NUM
ajst-19157	191	3	]	]	X
ajst-19157	191	4	korjani	korjani	PROPN
ajst-19157	191	5	m	m	PROPN
ajst-19157	191	6	,	,	PUNCT
ajst-19157	191	7	popa	popa	NOUN
ajst-19157	191	8	a	a	X
ajst-19157	191	9	,	,	PUNCT
ajst-19157	191	10	grijalva	grijalva	PROPN
ajst-19157	191	11	e	e	PROPN
ajst-19157	191	12	,	,	PUNCT
ajst-19157	191	13	et	et	PROPN
ajst-19157	191	14	al	al	PROPN
ajst-19157	191	15	.	.	PUNCT
ajst-19157	192	1	a	a	DET
ajst-19157	192	2	new	new	ADJ
ajst-19157	192	3	approach	approach	NOUN
ajst-19157	192	4	to	to	ADP
ajst-19157	192	5	reservoir	reservoir	NOUN
ajst-19157	192	6	characterization	characterization	NOUN
ajst-19157	192	7	using	use	VERB
ajst-19157	192	8	deep	deep	ADJ
ajst-19157	192	9	learning	learning	NOUN
ajst-19157	192	10	neural	neural	ADJ
ajst-19157	192	11	networks[c	networks[c	PROPN
ajst-19157	192	12	]	]	X
ajst-19157	192	13	western	western	ADJ
ajst-19157	192	14	regional	regional	ADJ
ajst-19157	192	15	meeting	meeting	NOUN
ajst-19157	192	16	.	.	PUNCT
ajst-19157	193	1	spe	spe	PROPN
ajst-19157	193	2	,	,	PUNCT
ajst-19157	193	3	2016	2016	NUM
ajst-19157	193	4	.	.	PUNCT
ajst-19157	194	1	[	[	X
ajst-19157	194	2	16	16	NUM
ajst-19157	194	3	]	]	X
ajst-19157	194	4	tian	tian	PROPN
ajst-19157	194	5	y	y	PROPN
ajst-19157	194	6	,	,	PUNCT
ajst-19157	194	7	xu	xu	PROPN
ajst-19157	195	1	h	h	PROPN
ajst-19157	195	2	,	,	PUNCT
ajst-19157	195	3	zhang	zhang	PROPN
ajst-19157	195	4	x	x	SYM
ajst-19157	195	5	y	y	PROPN
ajst-19157	195	6	,	,	PUNCT
ajst-19157	195	7	et	et	PROPN
ajst-19157	195	8	al	al	PROPN
ajst-19157	195	9	.	.	PUNCT
ajst-19157	196	1	multi	multi	ADJ
ajst-19157	196	2	-	-	ADJ
ajst-19157	196	3	resolution	resolution	ADJ
ajst-19157	196	4	graph	graph	NOUN
ajst-19157	196	5	-	-	PUNCT
ajst-19157	196	6	based	base	VERB
ajst-19157	196	7	clustering	clustering	ADJ
ajst-19157	196	8	analysis	analysis	NOUN
ajst-19157	196	9	for	for	ADP
ajst-19157	196	10	lithofacies	lithofacie	NOUN
ajst-19157	196	11	identification	identification	NOUN
ajst-19157	196	12	from	from	ADP
ajst-19157	196	13	well	well	INTJ
ajst-19157	196	14	log	log	PROPN
ajst-19157	196	15	data	data	NOUN
ajst-19157	196	16	:	:	PUNCT
ajst-19157	196	17	case	case	NOUN
ajst-19157	196	18	study	study	NOUN
ajst-19157	196	19	of	of	ADP
ajst-19157	196	20	intraplatform	intraplatform	NOUN
ajst-19157	196	21	bank	bank	NOUN
ajst-19157	196	22	gas	gas	NOUN
ajst-19157	196	23	fields	field	NOUN
ajst-19157	197	1	,	,	PUNCT
ajst-19157	197	2	amu	amu	PROPN
ajst-19157	197	3	darya	darya	VERB
ajst-19157	197	4	basin[j	basin[j	PROPN
ajst-19157	197	5	]	]	PUNCT
ajst-19157	197	6	.	.	PUNCT
ajst-19157	198	1	applied	apply	VERB
ajst-19157	198	2	geophysics	geophysic	NOUN
ajst-19157	198	3	,	,	PUNCT
ajst-19157	198	4	2016	2016	NUM
ajst-19157	198	5	,	,	PUNCT
ajst-19157	198	6	13	13	NUM
ajst-19157	198	7	:	:	SYM
ajst-19157	198	8	598	598	NUM
ajst-19157	198	9	-	-	SYM
ajst-19157	198	10	607	607	NUM
ajst-19157	198	11	.	.	PUNCT
ajst-19157	199	1	[	[	X
ajst-19157	199	2	17	17	NUM
ajst-19157	199	3	]	]	X
ajst-19157	199	4	zhou	zhou	PROPN
ajst-19157	199	5	j	j	PROPN
ajst-19157	199	6	,	,	PUNCT
ajst-19157	199	7	gui	gui	PROPN
ajst-19157	199	8	b	b	PROPN
ajst-19157	199	9	,	,	PUNCT
ajst-19157	199	10	li	li	PROPN
ajst-19157	199	11	m	m	PROPN
ajst-19157	199	12	,	,	PUNCT
ajst-19157	199	13	et	et	PROPN
ajst-19157	199	14	al	al	PROPN
ajst-19157	199	15	.	.	PUNCT
ajst-19157	200	1	an	an	DET
ajst-19157	200	2	application	application	NOUN
ajst-19157	200	3	of	of	ADP
ajst-19157	200	4	the	the	DET
ajst-19157	200	5	artificial	artificial	ADJ
ajst-19157	200	6	neural	neural	ADJ
ajst-19157	200	7	net	net	NOUN
ajst-19157	200	8	dominated	dominate	VERB
ajst-19157	200	9	by	by	ADP
ajst-19157	200	10	lithology	lithology	NOUN
ajst-19157	200	11	to	to	ADP
ajst-19157	200	12	permeability	permeability	NOUN
ajst-19157	200	13	prediction[j	prediction[j	PROPN
ajst-19157	200	14	]	]	PUNCT
ajst-19157	200	15	.	.	PUNCT
ajst-19157	201	1	acta	acta	PROPN
ajst-19157	201	2	petrolei	petrolei	PROPN
ajst-19157	201	3	sinica	sinica	PROPN
ajst-19157	201	4	,	,	PUNCT
ajst-19157	201	5	2010	2010	NUM
ajst-19157	201	6	,	,	PUNCT
ajst-19157	201	7	31(6	31(6	NUM
ajst-19157	201	8	):	):	PUNCT
ajst-19157	201	9	985	985	NUM
ajst-19157	201	10	-	-	SYM
ajst-19157	201	11	988	988	NUM
ajst-19157	201	12	.	.	PUNCT
ajst-19157	202	1	[	[	X
ajst-19157	202	2	18	18	NUM
ajst-19157	202	3	]	]	X
ajst-19157	202	4	zhao	zhao	PROPN
ajst-19157	202	5	t	t	PROPN
ajst-19157	202	6	,	,	PUNCT
ajst-19157	202	7	jayaram	jayaram	PROPN
ajst-19157	202	8	v	v	PROPN
ajst-19157	202	9	,	,	PUNCT
ajst-19157	202	10	roy	roy	PROPN
ajst-19157	202	11	a	a	PROPN
ajst-19157	202	12	,	,	PUNCT
ajst-19157	202	13	et	et	PROPN
ajst-19157	202	14	al	al	PROPN
ajst-19157	202	15	.	.	PUNCT
ajst-19157	203	1	a	a	DET
ajst-19157	203	2	comparison	comparison	NOUN
ajst-19157	203	3	of	of	ADP
ajst-19157	203	4	classification	classification	NOUN
ajst-19157	203	5	techniques	technique	NOUN
ajst-19157	203	6	for	for	ADP
ajst-19157	203	7	seismic	seismic	ADJ
ajst-19157	203	8	facies	facie	NOUN
ajst-19157	203	9	recognition[j	recognition[j	PROPN
ajst-19157	203	10	]	]	PUNCT
ajst-19157	203	11	.	.	PUNCT
ajst-19157	204	1	interpretation	interpretation	NOUN
ajst-19157	204	2	,	,	PUNCT
ajst-19157	204	3	2015	2015	NUM
ajst-19157	204	4	,	,	PUNCT
ajst-19157	204	5	3(4	3(4	NUM
ajst-19157	204	6	):	):	PUNCT
ajst-19157	204	7	sae29	sae29	PROPN
ajst-19157	204	8	-	-	PUNCT
ajst-19157	204	9	sae58	sae58	NOUN
ajst-19157	204	10	.	.	PUNCT
ajst-19157	205	1	[	[	X
ajst-19157	205	2	19	19	NUM
ajst-19157	205	3	]	]	PUNCT
ajst-19157	205	4	lewis	lewis	PROPN
ajst-19157	205	5	w	w	PROPN
ajst-19157	205	6	,	,	PUNCT
ajst-19157	205	7	vigh	vigh	PROPN
ajst-19157	205	8	d.	d.	PROPN
ajst-19157	205	9	deep	deep	PROPN
ajst-19157	205	10	learning	learn	VERB
ajst-19157	205	11	prior	prior	ADJ
ajst-19157	205	12	models	model	NOUN
ajst-19157	205	13	from	from	ADP
ajst-19157	205	14	seismic	seismic	ADJ
ajst-19157	205	15	images	image	NOUN
ajst-19157	205	16	for	for	ADP
ajst-19157	205	17	full	full	ADJ
ajst-19157	205	18	-	-	PUNCT
ajst-19157	205	19	waveform	waveform	NOUN
ajst-19157	205	20	inversion[c	inversion[c	PROPN
ajst-19157	205	21	]	]	X
ajst-19157	205	22	international	international	ADJ
ajst-19157	205	23	exposition	exposition	NOUN
ajst-19157	205	24	and	and	CCONJ
ajst-19157	205	25	annual	annual	ADJ
ajst-19157	205	26	meeting	meeting	NOUN
ajst-19157	205	27	.	.	PUNCT
ajst-19157	206	1	seg	seg	PROPN
ajst-19157	206	2	,	,	PUNCT
ajst-19157	206	3	2017	2017	NUM
ajst-19157	206	4	.	.	PUNCT
ajst-19157	207	1	[	[	X
ajst-19157	207	2	20	20	NUM
ajst-19157	207	3	]	]	SYM
ajst-19157	207	4	wu	wu	PROPN
ajst-19157	207	5	x	x	PROPN
ajst-19157	207	6	,	,	PUNCT
ajst-19157	207	7	liang	liang	PROPN
ajst-19157	207	8	l	l	PROPN
ajst-19157	207	9	,	,	PUNCT
ajst-19157	207	10	shi	shi	PROPN
ajst-19157	207	11	y	y	PROPN
ajst-19157	207	12	,	,	PUNCT
ajst-19157	207	13	et	et	PROPN
ajst-19157	207	14	al	al	PROPN
ajst-19157	207	15	.	.	PUNCT
ajst-19157	208	1	deep	deep	ADJ
ajst-19157	208	2	learning	learning	NOUN
ajst-19157	208	3	for	for	ADP
ajst-19157	208	4	local	local	ADJ
ajst-19157	208	5	seismic	seismic	ADJ
ajst-19157	208	6	image	image	NOUN
ajst-19157	208	7	processing	processing	NOUN
ajst-19157	208	8	:	:	PUNCT
ajst-19157	208	9	fault	fault	VERB
ajst-19157	208	10	detection	detection	NOUN
ajst-19157	208	11	,	,	PUNCT
ajst-19157	208	12	structure	structure	NOUN
ajst-19157	208	13	-	-	PUNCT
ajst-19157	208	14	oriented	orient	VERB
ajst-19157	208	15	smoothing	smoothing	NOUN
ajst-19157	208	16	with	with	ADP
ajst-19157	208	17	edge	edge	NOUN
ajst-19157	208	18	-	-	PUNCT
ajst-19157	208	19	preserving	preserve	VERB
ajst-19157	208	20	,	,	PUNCT
ajst-19157	208	21	and	and	CCONJ
ajst-19157	208	22	slope	slope	NOUN
ajst-19157	208	23	estimation	estimation	NOUN
ajst-19157	208	24	by	by	ADP
ajst-19157	208	25	using	use	VERB
ajst-19157	208	26	a	a	DET
ajst-19157	208	27	single	single	ADJ
ajst-19157	208	28	convolutional	convolutional	ADJ
ajst-19157	208	29	neural	neural	ADJ
ajst-19157	208	30	network[m	network[m	NOUN
ajst-19157	208	31	]	]	PUNCT
ajst-19157	208	32	society	society	NOUN
ajst-19157	208	33	of	of	ADP
ajst-19157	208	34	exploration	exploration	NOUN
ajst-19157	208	35	geophysicists	geophysicist	NOUN
ajst-19157	208	36	,	,	PUNCT
ajst-19157	208	37	2019	2019	NUM
ajst-19157	208	38	:	:	PUNCT
ajst-19157	208	39	2222	2222	NUM
ajst-19157	208	40	-	-	SYM
ajst-19157	208	41	2226	2226	NUM
ajst-19157	208	42	.	.	PUNCT
ajst-19157	209	1	[	[	X
ajst-19157	209	2	21	21	NUM
ajst-19157	209	3	]	]	X
ajst-19157	209	4	lin	lin	PROPN
ajst-19157	209	5	n	n	PROPN
ajst-19157	209	6	t	t	PROPN
ajst-19157	209	7	,	,	PUNCT
ajst-19157	209	8	zhang	zhang	PROPN
ajst-19157	209	9	d	d	PROPN
ajst-19157	209	10	,	,	PUNCT
ajst-19157	209	11	zhang	zhang	PROPN
ajst-19157	209	12	k	k	PROPN
ajst-19157	209	13	,	,	PUNCT
ajst-19157	209	14	et	et	PROPN
ajst-19157	209	15	al	al	PROPN
ajst-19157	209	16	.	.	PROPN
ajst-19157	209	17	predicting	predict	VERB
ajst-19157	209	18	distribution	distribution	NOUN
ajst-19157	209	19	of	of	ADP
ajst-19157	209	20	hydrocarbon	hydrocarbon	NOUN
ajst-19157	209	21	reservoirs	reservoir	NOUN
ajst-19157	209	22	with	with	ADP
ajst-19157	209	23	seismic	seismic	ADJ
ajst-19157	209	24	data	datum	NOUN
ajst-19157	209	25	based	base	VERB
ajst-19157	209	26	on	on	ADP
ajst-19157	209	27	learning	learn	VERB
ajst-19157	209	28	of	of	ADP
ajst-19157	209	29	the	the	DET
ajst-19157	209	30	small	small	ADJ
ajst-19157	209	31	-	-	PUNCT
ajst-19157	209	32	sample	sample	NOUN
ajst-19157	209	33	convolution	convolution	NOUN
ajst-19157	209	34	neural	neural	ADJ
ajst-19157	209	35	network[j	network[j	PROPN
ajst-19157	209	36	]	]	PUNCT
ajst-19157	209	37	.	.	PUNCT
ajst-19157	210	1	chinese	chinese	ADJ
ajst-19157	210	2	journal	journal	PROPN
ajst-19157	210	3	of	of	ADP
ajst-19157	210	4	geophysics	geophysic	NOUN
ajst-19157	210	5	,	,	PUNCT
ajst-19157	210	6	2018	2018	NUM
ajst-19157	210	7	,	,	PUNCT
ajst-19157	210	8	61(10	61(10	NUM
ajst-19157	210	9	):	):	PUNCT
ajst-19157	210	10	4110	4110	NUM
ajst-19157	210	11	-	-	PUNCT
ajst-19157	210	12	4125	4125	NUM
ajst-19157	210	13	.	.	PUNCT
ajst-19157	211	1	[	[	X
ajst-19157	211	2	22	22	NUM
ajst-19157	211	3	]	]	PUNCT
ajst-19157	211	4	strebelle	strebelle	NOUN
ajst-19157	211	5	s	s	PROPN
ajst-19157	211	6	b	b	PROPN
ajst-19157	211	7	,	,	PUNCT
ajst-19157	211	8	journel	journel	PROPN
ajst-19157	211	9	a	a	DET
ajst-19157	211	10	g.	g.	PROPN
ajst-19157	211	11	reservoir	reservoir	PROPN
ajst-19157	211	12	modeling	modeling	NOUN
ajst-19157	211	13	using	use	VERB
ajst-19157	211	14	multiplepoint	multiplepoint	PROPN
ajst-19157	211	15	statistics[c	statistics[c	PROPN
ajst-19157	211	16	]	]	PUNCT
ajst-19157	211	17	annual	annual	ADJ
ajst-19157	211	18	technical	technical	ADJ
ajst-19157	211	19	conference	conference	NOUN
ajst-19157	211	20	and	and	CCONJ
ajst-19157	211	21	exhibition	exhibition	NOUN
ajst-19157	211	22	.	.	PUNCT
ajst-19157	212	1	spe	spe	PROPN
ajst-19157	212	2	,	,	PUNCT
ajst-19157	212	3	2001	2001	NUM
ajst-19157	212	4	.	.	PUNCT
ajst-19157	213	1	[	[	X
ajst-19157	213	2	23	23	NUM
ajst-19157	213	3	]	]	X
ajst-19157	213	4	al	al	PROPN
ajst-19157	213	5	-	-	PUNCT
ajst-19157	213	6	anazi	anazi	PROPN
ajst-19157	213	7	a	a	NOUN
ajst-19157	213	8	,	,	PUNCT
ajst-19157	213	9	gates	gate	VERB
ajst-19157	213	10	i	i	PRON
ajst-19157	213	11	d.	d.	VERB
ajst-19157	213	12	a	a	DET
ajst-19157	213	13	support	support	NOUN
ajst-19157	213	14	vector	vector	NOUN
ajst-19157	213	15	machine	machine	NOUN
ajst-19157	213	16	algorithm	algorithm	NOUN
ajst-19157	213	17	to	to	PART
ajst-19157	213	18	classify	classify	VERB
ajst-19157	213	19	lithofacies	lithofacie	NOUN
ajst-19157	213	20	and	and	CCONJ
ajst-19157	213	21	model	model	NOUN
ajst-19157	213	22	permeability	permeability	NOUN
ajst-19157	213	23	in	in	ADP
ajst-19157	213	24	heterogeneous	heterogeneous	ADJ
ajst-19157	213	25	reservoirs[j	reservoirs[j	NOUN
ajst-19157	213	26	]	]	PUNCT
ajst-19157	213	27	.	.	PUNCT
ajst-19157	214	1	engineering	engineer	VERB
ajst-19157	214	2	geology	geology	NOUN
ajst-19157	214	3	,	,	PUNCT
ajst-19157	214	4	2010	2010	NUM
ajst-19157	214	5	,	,	PUNCT
ajst-19157	214	6	114(3	114(3	NUM
ajst-19157	214	7	-	-	SYM
ajst-19157	214	8	4	4	NUM
ajst-19157	214	9	):	):	PUNCT
ajst-19157	214	10	267	267	NUM
ajst-19157	214	11	-	-	SYM
ajst-19157	214	12	277	277	NUM
ajst-19157	214	13	.	.	PUNCT
ajst-19157	215	1	[	[	X
ajst-19157	215	2	24	24	NUM
ajst-19157	215	3	]	]	X
ajst-19157	215	4	mosser	mosser	PROPN
ajst-19157	215	5	l	l	PROPN
ajst-19157	215	6	j	j	PROPN
ajst-19157	215	7	,	,	PUNCT
ajst-19157	215	8	dubrule	dubrule	VERB
ajst-19157	215	9	o	o	NOUN
ajst-19157	215	10	,	,	PUNCT
ajst-19157	215	11	blunt	blunt	PROPN
ajst-19157	215	12	m	m	VERB
ajst-19157	215	13	j.	j.	PROPN
ajst-19157	215	14	conditioning	conditioning	PROPN
ajst-19157	215	15	of	of	ADP
ajst-19157	215	16	threedimensional	threedimensional	ADJ
ajst-19157	215	17	generative	generative	ADJ
ajst-19157	215	18	adversarial	adversarial	ADJ
ajst-19157	215	19	networks	network	NOUN
ajst-19157	215	20	for	for	ADP
ajst-19157	215	21	pore	pore	ADJ
ajst-19157	215	22	and	and	CCONJ
ajst-19157	215	23	reservoir	reservoir	NOUN
ajst-19157	215	24	-	-	PUNCT
ajst-19157	215	25	scale	scale	NOUN
ajst-19157	215	26	models[j	models[j	NOUN
ajst-19157	215	27	]	]	PUNCT
ajst-19157	215	28	.	.	PUNCT
ajst-19157	216	1	arxiv	arxiv	PROPN
ajst-19157	216	2	preprint	preprint	PROPN
ajst-19157	216	3	,	,	PUNCT
ajst-19157	216	4	2018	2018	NUM
ajst-19157	216	5	,	,	PUNCT
ajst-19157	216	6	arxiv:1802.05622	arxiv:1802.05622	NUM
ajst-19157	216	7	.	.	PUNCT
ajst-19157	217	1	[	[	X
ajst-19157	217	2	25	25	NUM
ajst-19157	217	3	]	]	PUNCT
ajst-19157	217	4	alarfaj	alarfaj	PROPN
ajst-19157	217	5	i	i	PRON
ajst-19157	217	6	,	,	PUNCT
ajst-19157	217	7	khoukhi	khoukhi	PROPN
ajst-19157	217	8	a	a	PROPN
ajst-19157	217	9	,	,	PUNCT
ajst-19157	217	10	eren	eren	PROPN
ajst-19157	217	11	t.	t.	PROPN
ajst-19157	217	12	application	application	NOUN
ajst-19157	217	13	of	of	ADP
ajst-19157	217	14	advanced	advanced	ADJ
ajst-19157	217	15	computational	computational	ADJ
ajst-19157	217	16	intelligence	intelligence	NOUN
ajst-19157	217	17	to	to	PART
ajst-19157	217	18	rate	rate	VERB
ajst-19157	217	19	of	of	ADP
ajst-19157	217	20	penetration	penetration	NOUN
ajst-19157	217	21	prediction[c	prediction[c	NOUN
ajst-19157	217	22	]	]	PUNCT
ajst-19157	217	23	2012	2012	NUM
ajst-19157	217	24	sixth	sixth	ADJ
ajst-19157	217	25	uksim	uksim	NOUN
ajst-19157	217	26	/	/	SYM
ajst-19157	217	27	amss	amss	PROPN
ajst-19157	217	28	european	european	ADJ
ajst-19157	217	29	symposium	symposium	NOUN
ajst-19157	217	30	on	on	ADP
ajst-19157	217	31	computer	computer	NOUN
ajst-19157	217	32	modeling	modeling	NOUN
ajst-19157	217	33	and	and	CCONJ
ajst-19157	217	34	simulation	simulation	NOUN
ajst-19157	217	35	.	.	PUNCT
ajst-19157	218	1	ieee	ieee	PROPN
ajst-19157	218	2	,	,	PUNCT
ajst-19157	218	3	2012	2012	NUM
ajst-19157	218	4	:	:	PUNCT
ajst-19157	218	5	33	33	NUM
ajst-19157	218	6	-	-	SYM
ajst-19157	218	7	38	38	NUM
ajst-19157	218	8	.	.	PUNCT
ajst-19157	219	1	[	[	X
ajst-19157	219	2	26	26	NUM
ajst-19157	219	3	]	]	PUNCT
ajst-19157	219	4	elkatatny	elkatatny	PROPN
ajst-19157	219	5	s	s	PART
ajst-19157	219	6	m.	m.	NOUN
ajst-19157	219	7	determination	determination	NOUN
ajst-19157	219	8	the	the	DET
ajst-19157	219	9	rheological	rheological	ADJ
ajst-19157	219	10	properties	property	NOUN
ajst-19157	219	11	of	of	ADP
ajst-19157	219	12	invert	invert	NOUN
ajst-19157	219	13	emulsion	emulsion	NOUN
ajst-19157	219	14	based	base	VERB
ajst-19157	219	15	mud	mud	NOUN
ajst-19157	219	16	on	on	ADP
ajst-19157	219	17	real	real	ADJ
ajst-19157	219	18	time	time	NOUN
ajst-19157	219	19	using	use	VERB
ajst-19157	219	20	artificial	artificial	ADJ
ajst-19157	219	21	neural	neural	ADJ
ajst-19157	219	22	network[c	network[c	PROPN
ajst-19157	219	23	]	]	X
ajst-19157	219	24	kingdom	kingdom	NOUN
ajst-19157	219	25	of	of	ADP
ajst-19157	219	26	saudi	saudi	PROPN
ajst-19157	219	27	arabia	arabia	PROPN
ajst-19157	219	28	annual	annual	ADJ
ajst-19157	219	29	technical	technical	ADJ
ajst-19157	219	30	symposium	symposium	NOUN
ajst-19157	219	31	and	and	CCONJ
ajst-19157	219	32	exhibition	exhibition	NOUN
ajst-19157	219	33	.	.	PUNCT
ajst-19157	220	1	spe	spe	PROPN
ajst-19157	220	2	,	,	PUNCT
ajst-19157	220	3	2016	2016	NUM
ajst-19157	220	4	.	.	PUNCT
ajst-19157	221	1	[	[	X
ajst-19157	221	2	27	27	NUM
ajst-19157	221	3	]	]	X
ajst-19157	221	4	nieto	nieto	PROPN
ajst-19157	221	5	j	j	PROPN
ajst-19157	221	6	,	,	PUNCT
ajst-19157	221	7	janega	janega	ADJ
ajst-19157	221	8	g	g	PROPN
ajst-19157	221	9	,	,	PUNCT
ajst-19157	221	10	batlai	batlai	PROPN
ajst-19157	221	11	b	b	PROPN
ajst-19157	221	12	,	,	PUNCT
ajst-19157	221	13	et	et	PROPN
ajst-19157	221	14	al	al	PROPN
ajst-19157	221	15	.	.	PUNCT
ajst-19157	222	1	an	an	DET
ajst-19157	222	2	integrated	integrated	ADJ
ajst-19157	222	3	approach	approach	NOUN
ajst-19157	222	4	to	to	ADP
ajst-19157	222	5	optimizing	optimize	VERB
ajst-19157	222	6	completions	completion	NOUN
ajst-19157	222	7	and	and	CCONJ
ajst-19157	222	8	protecting	protect	VERB
ajst-19157	222	9	parent	parent	NOUN
ajst-19157	222	10	wells	well	NOUN
ajst-19157	222	11	in	in	ADP
ajst-19157	222	12	the	the	DET
ajst-19157	222	13	montney	montney	ADJ
ajst-19157	222	14	formation	formation	NOUN
ajst-19157	222	15	,	,	PUNCT
ajst-19157	222	16	nebc[c	nebc[c	NOUN
ajst-19157	222	17	]	]	PUNCT
ajst-19157	222	18	unconventional	unconventional	ADJ
ajst-19157	222	19	resources	resource	NOUN
ajst-19157	222	20	technology	technology	NOUN
ajst-19157	222	21	conference	conference	NOUN
ajst-19157	222	22	,	,	PUNCT
ajst-19157	222	23	houston	houston	PROPN
ajst-19157	222	24	,	,	PUNCT
ajst-19157	222	25	texas	texas	PROPN
ajst-19157	222	26	,	,	PUNCT
ajst-19157	222	27	23	23	NUM
ajst-19157	222	28	-	-	SYM
ajst-19157	222	29	25	25	NUM
ajst-19157	222	30	july	july	PROPN
ajst-19157	222	31	2018	2018	NUM
ajst-19157	222	32	.	.	PUNCT
ajst-19157	223	1	[	[	X
ajst-19157	223	2	28	28	NUM
ajst-19157	223	3	]	]	X
ajst-19157	223	4	zhou	zhou	PROPN
ajst-19157	223	5	feng	feng	PROPN
ajst-19157	223	6	,	,	PUNCT
ajst-19157	223	7	liu	liu	PROPN
ajst-19157	223	8	junrong	junrong	PROPN
ajst-19157	223	9	,	,	PUNCT
ajst-19157	223	10	hu	hu	PROPN
ajst-19157	223	11	xiangyun	xiangyun	PROPN
ajst-19157	223	12	.	.	PUNCT
ajst-19157	224	1	numerical	numerical	PROPN
ajst-19157	224	2	simulation	simulation	PROPN
ajst-19157	224	3	of	of	ADP
ajst-19157	224	4	intelligent	intelligent	ADJ
ajst-19157	224	5	well	well	ADJ
ajst-19157	224	6	feedback	feedback	NOUN
ajst-19157	224	7	control	control	NOUN
ajst-19157	224	8	production	production	NOUN
ajst-19157	224	9	strategies[j	strategies[j	NOUN
ajst-19157	224	10	]	]	PUNCT
ajst-19157	224	11	.	.	PUNCT
ajst-19157	225	1	journal	journal	PROPN
ajst-19157	225	2	of	of	ADP
ajst-19157	225	3	china	china	PROPN
ajst-19157	225	4	university	university	PROPN
ajst-19157	225	5	of	of	ADP
ajst-19157	225	6	petroleum	petroleum	NOUN
ajst-19157	225	7	(	(	PUNCT
ajst-19157	225	8	edition	edition	NOUN
ajst-19157	225	9	of	of	ADP
ajst-19157	225	10	natural	natural	ADJ
ajst-19157	225	11	science	science	NOUN
ajst-19157	225	12	)	)	PUNCT
ajst-19157	225	13	,	,	PUNCT
ajst-19157	225	14	2014	2014	NUM
ajst-19157	225	15	,	,	PUNCT
ajst-19157	225	16	38	38	NUM
ajst-19157	225	17	(	(	PUNCT
ajst-19157	225	18	4	4	NUM
ajst-19157	225	19	):	):	PUNCT
ajst-19157	225	20	110	110	NUM
ajst-19157	225	21	-	-	SYM
ajst-19157	225	22	116	116	NUM
ajst-19157	225	23	.	.	PUNCT
ajst-19157	226	1	[	[	X
ajst-19157	226	2	29	29	NUM
ajst-19157	226	3	]	]	X
ajst-19157	226	4	jia	jia	PROPN
ajst-19157	226	5	deli	deli	PROPN
ajst-19157	226	6	,	,	PUNCT
ajst-19157	226	7	liu	liu	PROPN
ajst-19157	226	8	he	he	PRON
ajst-19157	226	9	,	,	PUNCT
ajst-19157	226	10	zhang	zhang	PROPN
ajst-19157	226	11	jiqun	jiqun	PROPN
ajst-19157	226	12	,	,	PUNCT
ajst-19157	226	13	et	et	PROPN
ajst-19157	226	14	al	al	PROPN
ajst-19157	226	15	.	.	PROPN
ajst-19157	226	16	data	data	NOUN
ajst-19157	226	17	-	-	PUNCT
ajst-19157	226	18	driven	drive	VERB
ajst-19157	226	19	optimization	optimization	NOUN
ajst-19157	226	20	for	for	ADP
ajst-19157	226	21	fine	fine	ADJ
ajst-19157	226	22	water	water	NOUN
ajst-19157	226	23	injection	injection	NOUN
ajst-19157	226	24	in	in	ADP
ajst-19157	226	25	a	a	DET
ajst-19157	226	26	mature	mature	ADJ
ajst-19157	226	27	oil	oil	NOUN
ajst-19157	226	28	field[j	field[j	NOUN
ajst-19157	226	29	]	]	PUNCT
ajst-19157	226	30	.	.	PUNCT
ajst-19157	227	1	petroleum	petroleum	NOUN
ajst-19157	227	2	exploration	exploration	NOUN
ajst-19157	227	3	and	and	CCONJ
ajst-19157	227	4	development	development	NOUN
ajst-19157	227	5	,	,	PUNCT
ajst-19157	227	6	2020	2020	NUM
ajst-19157	227	7	,	,	PUNCT
ajst-19157	227	8	47(3	47(3	NUM
ajst-19157	227	9	):	):	PUNCT
ajst-19157	227	10	629	629	NUM
ajst-19157	227	11	-	-	SYM
ajst-19157	227	12	636	636	NUM
ajst-19157	227	13	..	..	PUNCT
ajst-19157	228	1	[	[	X
ajst-19157	228	2	30	30	NUM
ajst-19157	228	3	]	]	X
ajst-19157	228	4	costa	costa	PROPN
ajst-19157	228	5	l	l	PROPN
ajst-19157	228	6	a	a	DET
ajst-19157	228	7	n	n	X
ajst-19157	228	8	,	,	PUNCT
ajst-19157	228	9	maschio	maschio	PROPN
ajst-19157	228	10	c	c	NOUN
ajst-19157	228	11	,	,	PUNCT
ajst-19157	228	12	schiozer	schiozer	PROPN
ajst-19157	228	13	d	d	PROPN
ajst-19157	228	14	j.	j.	PROPN
ajst-19157	228	15	application	application	PROPN
ajst-19157	228	16	of	of	ADP
ajst-19157	228	17	artificial	artificial	ADJ
ajst-19157	228	18	neural	neural	ADJ
ajst-19157	228	19	networks	network	NOUN
ajst-19157	228	20	in	in	ADP
ajst-19157	228	21	a	a	DET
ajst-19157	228	22	history	history	NOUN
ajst-19157	228	23	matching	match	VERB
ajst-19157	228	24	process[j	process[j	PROPN
ajst-19157	228	25	]	]	PUNCT
ajst-19157	228	26	.	.	PUNCT
ajst-19157	229	1	journal	journal	PROPN
ajst-19157	229	2	of	of	ADP
ajst-19157	229	3	petroleum	petroleum	NOUN
ajst-19157	229	4	science	science	NOUN
ajst-19157	229	5	and	and	CCONJ
ajst-19157	229	6	engineering	engineering	NOUN
ajst-19157	229	7	,	,	PUNCT
ajst-19157	229	8	2014	2014	NUM
ajst-19157	229	9	,	,	PUNCT
ajst-19157	229	10	123	123	NUM
ajst-19157	229	11	:	:	PUNCT
ajst-19157	229	12	30	30	NUM
ajst-19157	229	13	-	-	SYM
ajst-19157	229	14	45	45	NUM
ajst-19157	229	15	.	.	PUNCT
ajst-19157	230	1	[	[	X
ajst-19157	230	2	31	31	NUM
ajst-19157	230	3	]	]	PUNCT
ajst-19157	230	4	mohammadmoradi	mohammadmoradi	NOUN
ajst-19157	230	5	p	p	NOUN
ajst-19157	230	6	,	,	PUNCT
ajst-19157	230	7	moradi	moradi	NOUN
ajst-19157	230	8	h	h	NOUN
ajst-19157	230	9	m	m	PROPN
ajst-19157	230	10	,	,	PUNCT
ajst-19157	230	11	kantzas	kantzas	PROPN
ajst-19157	230	12	a.	a.	PROPN
ajst-19157	230	13	data	data	PROPN
ajst-19157	230	14	-	-	PUNCT
ajst-19157	230	15	driven	drive	VERB
ajst-19157	230	16	production	production	NOUN
ajst-19157	230	17	forecasting	forecasting	NOUN
ajst-19157	230	18	of	of	ADP
ajst-19157	230	19	unconventional	unconventional	ADJ
ajst-19157	230	20	wells	well	NOUN
ajst-19157	230	21	with	with	ADP
ajst-19157	230	22	apache	apache	PROPN
ajst-19157	230	23	spark[c	spark[c	PROPN
ajst-19157	230	24	]	]	X
ajst-19157	230	25	western	western	ADJ
ajst-19157	230	26	regional	regional	ADJ
ajst-19157	230	27	meeting	meeting	NOUN
ajst-19157	230	28	.	.	PUNCT
ajst-19157	231	1	spe	spe	PROPN
ajst-19157	231	2	,	,	PUNCT
ajst-19157	231	3	2018	2018	NUM
ajst-19157	231	4	.	.	PUNCT
ajst-19157	232	1	[	[	X
ajst-19157	232	2	32	32	NUM
ajst-19157	232	3	]	]	PUNCT
ajst-19157	232	4	kuang	kuang	PROPN
ajst-19157	232	5	lichun	lichun	PROPN
ajst-19157	232	6	,	,	PUNCT
ajst-19157	232	7	liu	liu	PROPN
ajst-19157	232	8	he	he	PRON
ajst-19157	232	9	,	,	PUNCT
ajst-19157	232	10	ren	ren	PROPN
ajst-19157	232	11	yili	yili	NOUN
ajst-19157	232	12	,	,	PUNCT
ajst-19157	232	13	et	et	PROPN
ajst-19157	232	14	al	al	PROPN
ajst-19157	232	15	.	.	PUNCT
ajst-19157	232	16	application	application	NOUN
ajst-19157	232	17	and	and	CCONJ
ajst-19157	232	18	development	development	NOUN
ajst-19157	232	19	trend	trend	NOUN
ajst-19157	232	20	of	of	ADP
ajst-19157	232	21	artificial	artificial	ADJ
ajst-19157	232	22	intelligence	intelligence	NOUN
ajst-19157	232	23	in	in	ADP
ajst-19157	232	24	petroleum	petroleum	NOUN
ajst-19157	232	25	exploration	exploration	NOUN
ajst-19157	232	26	and	and	CCONJ
ajst-19157	232	27	development[j	development[j	PROPN
ajst-19157	232	28	]	]	PUNCT
ajst-19157	232	29	.	.	PUNCT
ajst-19157	233	1	petroleum	petroleum	NOUN
ajst-19157	233	2	exploration	exploration	NOUN
ajst-19157	233	3	and	and	CCONJ
ajst-19157	233	4	development	development	NOUN
ajst-19157	233	5	,	,	PUNCT
ajst-19157	233	6	2021	2021	NUM
ajst-19157	233	7	,	,	PUNCT
ajst-19157	233	8	48(1	48(1	NOUN
ajst-19157	233	9	):	):	PUNCT
ajst-19157	233	10	1	1	NUM
ajst-19157	233	11	-	-	SYM
ajst-19157	233	12	11	11	NUM
ajst-19157	233	13	..	..	PUNCT
ajst-19157	234	1	[	[	X
ajst-19157	234	2	33	33	NUM
ajst-19157	234	3	]	]	PUNCT
ajst-19157	234	4	tang	tang	PROPN
ajst-19157	234	5	lin	lin	PROPN
ajst-19157	234	6	,	,	PUNCT
ajst-19157	234	7	huang	huang	PROPN
ajst-19157	234	8	xiaoli	xiaoli	PROPN
ajst-19157	234	9	,	,	PUNCT
ajst-19157	234	10	xu	xu	PROPN
ajst-19157	234	11	yingjun	yingjun	PROPN
ajst-19157	234	12	.	.	PUNCT
ajst-19157	235	1	technical	technical	ADJ
ajst-19157	235	2	level	level	NOUN
ajst-19157	235	3	evaluation	evaluation	NOUN
ajst-19157	235	4	of	of	ADP
ajst-19157	235	5	oil	oil	NOUN
ajst-19157	235	6	and	and	CCONJ
ajst-19157	235	7	gas	gas	NOUN
ajst-19157	235	8	field	field	NOUN
ajst-19157	235	9	surface	surface	NOUN
ajst-19157	235	10	engineering	engineering	NOUN
ajst-19157	235	11	and	and	CCONJ
ajst-19157	235	12	countermeasures	countermeasure	NOUN
ajst-19157	235	13	for	for	ADP
ajst-19157	235	14	improvement[j	improvement[j	PRON
ajst-19157	235	15	]	]	PUNCT
ajst-19157	235	16	.	.	PUNCT
ajst-19157	236	1	oil	oil	NOUN
ajst-19157	236	2	-	-	PUNCT
ajst-19157	236	3	gas	gas	NOUN
ajst-19157	236	4	field	field	NOUN
ajst-19157	236	5	surface	surface	NOUN
ajst-19157	236	6	engineering	engineering	NOUN
ajst-19157	236	7	,	,	PUNCT
ajst-19157	236	8	2020(2	2020(2	NUM
ajst-19157	236	9	):	):	PUNCT
ajst-19157	236	10	1	1	NUM
ajst-19157	236	11	-	-	SYM
ajst-19157	236	12	4	4	NUM
ajst-19157	236	13	.	.	PUNCT
ajst-19157	237	1	[	[	X
ajst-19157	237	2	34	34	NUM
ajst-19157	237	3	]	]	X
ajst-19157	237	4	lyu	lyu	PROPN
ajst-19157	237	5	lili	lili	PROPN
ajst-19157	237	6	,	,	PUNCT
ajst-19157	237	7	yang	yang	PROPN
ajst-19157	237	8	baorong	baorong	PROPN
ajst-19157	237	9	,	,	PUNCT
ajst-19157	237	10	wu	wu	PROPN
ajst-19157	237	11	hao	hao	PROPN
ajst-19157	237	12	,	,	PUNCT
ajst-19157	237	13	et	et	PROPN
ajst-19157	237	14	al	al	PROPN
ajst-19157	237	15	.	.	PROPN
ajst-19157	237	16	discussion	discussion	NOUN
ajst-19157	237	17	on	on	ADP
ajst-19157	237	18	the	the	DET
ajst-19157	237	19	construction	construction	NOUN
ajst-19157	237	20	method	method	NOUN
ajst-19157	237	21	of	of	ADP
ajst-19157	237	22	digital	digital	ADJ
ajst-19157	237	23	information	information	NOUN
ajst-19157	237	24	model	model	NOUN
ajst-19157	237	25	for	for	ADP
ajst-19157	237	26	oil	oil	NOUN
ajst-19157	237	27	and	and	CCONJ
ajst-19157	237	28	gas	gas	NOUN
ajst-19157	237	29	field	field	NOUN
ajst-19157	237	30	surface	surface	NOUN
ajst-19157	237	31	engineering[j	engineering[j	PROPN
ajst-19157	237	32	]	]	PUNCT
ajst-19157	237	33	.	.	PUNCT
ajst-19157	237	34	oil	oil	NOUN
ajst-19157	237	35	-	-	PUNCT
ajst-19157	237	36	gas	gas	NOUN
ajst-19157	237	37	field	field	NOUN
ajst-19157	237	38	surface	surface	NOUN
ajst-19157	237	39	engineering	engineering	NOUN
ajst-19157	237	40	,	,	PUNCT
ajst-19157	237	41	2023	2023	NUM
ajst-19157	237	42	,	,	PUNCT
ajst-19157	237	43	42(06	42(06	NUM
ajst-19157	237	44	):	):	PUNCT
ajst-19157	237	45	1	1	NUM
ajst-19157	237	46	-	-	SYM
ajst-19157	237	47	7	7	NUM
ajst-19157	237	48	.	.	PUNCT