id	sid	tid	token	lemma	pos
iogr-1219	1	1	copyright	copyright	NOUN
iogr-1219	1	2	©	©	ADP
iogr-1219	1	3	the	the	DET
iogr-1219	1	4	author(s	author(s	NOUN
iogr-1219	1	5	)	)	PUNCT
iogr-1219	1	6	.	.	PUNCT
iogr-1219	2	1	this	this	DET
iogr-1219	2	2	work	work	NOUN
iogr-1219	2	3	is	be	AUX
iogr-1219	2	4	licensed	license	VERB
iogr-1219	2	5	under	under	ADP
iogr-1219	2	6	a	a	DET
iogr-1219	2	7	creative	creative	ADJ
iogr-1219	2	8	commons	common	NOUN
iogr-1219	2	9	attribution	attribution	NOUN
iogr-1219	2	10	4.0	4.0	NUM
iogr-1219	2	11	international	international	ADJ
iogr-1219	2	12	license	license	NOUN
iogr-1219	2	13	.	.	PUNCT
iogr-1219	3	1	doi	doi	NOUN
iogr-1219	3	2	:	:	PUNCT
iogr-1219	3	3	10.14800	10.14800	NUM
iogr-1219	3	4	/	/	SYM
iogr-1219	3	5	iogr.1219	iogr.1219	PROPN
iogr-1219	3	6	received	receive	VERB
iogr-1219	3	7	july	july	PROPN
iogr-1219	3	8	08	08	NUM
iogr-1219	3	9	,	,	PUNCT
iogr-1219	3	10	2022	2022	NUM
iogr-1219	3	11	;	;	PUNCT
iogr-1219	3	12	revised	revise	VERB
iogr-1219	3	13	august	august	PROPN
iogr-1219	3	14	12	12	NUM
iogr-1219	3	15	,	,	PUNCT
iogr-1219	3	16	2022	2022	NUM
iogr-1219	3	17	;	;	PUNCT
iogr-1219	3	18	accepted	accept	VERB
iogr-1219	3	19	september	september	PROPN
iogr-1219	3	20	29	29	NUM
iogr-1219	3	21	,	,	PUNCT
iogr-1219	3	22	2022	2022	NUM
iogr-1219	3	23	.	.	PUNCT
iogr-1219	4	1	*	*	PUNCT
iogr-1219	4	2	corresponding	correspond	VERB
iogr-1219	4	3	author	author	NOUN
iogr-1219	4	4	:	:	PUNCT
iogr-1219	4	5	weirong.li@xsyu.edu.cn	weirong.li@xsyu.edu.cn	PUNCT
iogr-1219	4	6	1	1	NUM
iogr-1219	4	7	minimum	minimum	NOUN
iogr-1219	4	8	miscibility	miscibility	NOUN
iogr-1219	4	9	pressure	pressure	NOUN
iogr-1219	4	10	prediction	prediction	NOUN
iogr-1219	4	11	method	method	NOUN
iogr-1219	4	12	based	base	VERB
iogr-1219	4	13	on	on	ADP
iogr-1219	4	14	pso	pso	NOUN
iogr-1219	4	15	-	-	PUNCT
iogr-1219	4	16	gbdt	gbdt	NOUN
iogr-1219	4	17	model	model	NOUN
iogr-1219	4	18	yawen	yawen	PROPN
iogr-1219	4	19	he	he	PRON
iogr-1219	4	20	,	,	PUNCT
iogr-1219	4	21	weirong	weirong	PROPN
iogr-1219	4	22	li	li	PROPN
iogr-1219	4	23	*	*	PROPN
iogr-1219	4	24	,	,	PUNCT
iogr-1219	4	25	shihao	shihao	PROPN
iogr-1219	4	26	qian	qian	PROPN
iogr-1219	4	27	,	,	PUNCT
iogr-1219	4	28	xi’an	xi’an	PROPN
iogr-1219	4	29	shiyou	shiyou	PROPN
iogr-1219	4	30	university	university	PROPN
iogr-1219	4	31	,	,	PUNCT
iogr-1219	4	32	xi’an	xi’an	PROPN
iogr-1219	4	33	,	,	PUNCT
iogr-1219	4	34	china	china	PROPN
iogr-1219	4	35	abstract	abstract	ADJ
iogr-1219	4	36	with	with	ADP
iogr-1219	4	37	the	the	DET
iogr-1219	4	38	development	development	NOUN
iogr-1219	4	39	of	of	ADP
iogr-1219	4	40	eor	eor	PROPN
iogr-1219	4	41	technology	technology	PROPN
iogr-1219	4	42	,	,	PUNCT
iogr-1219	4	43	co2	co2	NOUN
iogr-1219	4	44	flooding	flooding	NOUN
iogr-1219	4	45	was	be	AUX
iogr-1219	4	46	a	a	DET
iogr-1219	4	47	very	very	ADV
iogr-1219	4	48	promising	promising	ADJ
iogr-1219	4	49	method	method	NOUN
iogr-1219	4	50	to	to	PART
iogr-1219	4	51	improve	improve	VERB
iogr-1219	4	52	the	the	DET
iogr-1219	4	53	recovery	recovery	NOUN
iogr-1219	4	54	of	of	ADP
iogr-1219	4	55	conventional	conventional	ADJ
iogr-1219	4	56	and	and	CCONJ
iogr-1219	4	57	unconventional	unconventional	ADJ
iogr-1219	4	58	oil	oil	NOUN
iogr-1219	4	59	reservoirs	reservoir	NOUN
iogr-1219	4	60	.	.	PUNCT
iogr-1219	5	1	mmp	mmp	PROPN
iogr-1219	5	2	(	(	PUNCT
iogr-1219	5	3	minimum	minimum	ADJ
iogr-1219	5	4	miscibility	miscibility	NOUN
iogr-1219	5	5	pressure	pressure	NOUN
iogr-1219	5	6	)	)	PUNCT
iogr-1219	5	7	was	be	AUX
iogr-1219	5	8	one	one	NUM
iogr-1219	5	9	of	of	ADP
iogr-1219	5	10	the	the	DET
iogr-1219	5	11	important	important	ADJ
iogr-1219	5	12	parameters	parameter	NOUN
iogr-1219	5	13	of	of	ADP
iogr-1219	5	14	the	the	DET
iogr-1219	5	15	co2	co2	NOUN
iogr-1219	5	16	flooding	flooding	NOUN
iogr-1219	5	17	,	,	PUNCT
iogr-1219	5	18	and	and	CCONJ
iogr-1219	5	19	the	the	DET
iogr-1219	5	20	use	use	NOUN
iogr-1219	5	21	of	of	ADP
iogr-1219	5	22	an	an	DET
iogr-1219	5	23	artificial	artificial	ADJ
iogr-1219	5	24	intelligence	intelligence	NOUN
iogr-1219	5	25	algorithm	algorithm	NOUN
iogr-1219	5	26	can	can	AUX
iogr-1219	5	27	accurately	accurately	ADV
iogr-1219	5	28	predict	predict	VERB
iogr-1219	5	29	the	the	DET
iogr-1219	5	30	mmp	mmp	PROPN
iogr-1219	5	31	,	,	PUNCT
iogr-1219	5	32	which	which	PRON
iogr-1219	5	33	was	be	AUX
iogr-1219	5	34	important	important	ADJ
iogr-1219	5	35	to	to	PART
iogr-1219	5	36	evaluate	evaluate	VERB
iogr-1219	5	37	the	the	DET
iogr-1219	5	38	effect	effect	NOUN
iogr-1219	5	39	of	of	ADP
iogr-1219	5	40	co2	co2	NOUN
iogr-1219	5	41	flooding	flooding	NOUN
iogr-1219	5	42	development	development	NOUN
iogr-1219	5	43	in	in	ADP
iogr-1219	5	44	the	the	DET
iogr-1219	5	45	reservoir	reservoir	NOUN
iogr-1219	5	46	.	.	PUNCT
iogr-1219	6	1	this	this	DET
iogr-1219	6	2	work	work	NOUN
iogr-1219	6	3	presents	present	VERB
iogr-1219	6	4	methods	method	NOUN
iogr-1219	6	5	to	to	PART
iogr-1219	6	6	automatically	automatically	ADV
iogr-1219	6	7	find	find	VERB
iogr-1219	6	8	optimal	optimal	ADJ
iogr-1219	6	9	parameter	parameter	NOUN
iogr-1219	6	10	settings	setting	NOUN
iogr-1219	6	11	for	for	ADP
iogr-1219	6	12	machine	machine	NOUN
iogr-1219	6	13	learning	learning	NOUN
iogr-1219	6	14	model	model	NOUN
iogr-1219	6	15	by	by	ADP
iogr-1219	6	16	using	use	VERB
iogr-1219	6	17	an	an	DET
iogr-1219	6	18	evolutionary	evolutionary	ADJ
iogr-1219	6	19	algorithm	algorithm	NOUN
iogr-1219	6	20	.	.	PUNCT
iogr-1219	7	1	in	in	ADP
iogr-1219	7	2	this	this	DET
iogr-1219	7	3	paper	paper	NOUN
iogr-1219	7	4	,	,	PUNCT
iogr-1219	7	5	195	195	NUM
iogr-1219	7	6	sets	set	NOUN
iogr-1219	7	7	of	of	ADP
iogr-1219	7	8	experimental	experimental	ADJ
iogr-1219	7	9	data	datum	NOUN
iogr-1219	7	10	of	of	ADP
iogr-1219	7	11	mmp	mmp	PROPN
iogr-1219	7	12	were	be	AUX
iogr-1219	7	13	collected	collect	VERB
iogr-1219	7	14	and	and	CCONJ
iogr-1219	7	15	screened	screen	VERB
iogr-1219	7	16	from	from	ADP
iogr-1219	7	17	a	a	DET
iogr-1219	7	18	large	large	ADJ
iogr-1219	7	19	amount	amount	NOUN
iogr-1219	7	20	of	of	ADP
iogr-1219	7	21	literature	literature	NOUN
iogr-1219	7	22	for	for	ADP
iogr-1219	7	23	model	model	NOUN
iogr-1219	7	24	establish	establish	VERB
iogr-1219	7	25	,	,	PUNCT
iogr-1219	7	26	and	and	CCONJ
iogr-1219	7	27	sensitivity	sensitivity	NOUN
iogr-1219	7	28	analysis	analysis	NOUN
iogr-1219	7	29	was	be	AUX
iogr-1219	7	30	performed	perform	VERB
iogr-1219	7	31	with	with	ADP
iogr-1219	7	32	the	the	DET
iogr-1219	7	33	pearson	pearson	NOUN
iogr-1219	7	34	's	's	PART
iogr-1219	7	35	method	method	NOUN
iogr-1219	7	36	for	for	ADP
iogr-1219	7	37	feature	feature	NOUN
iogr-1219	7	38	selection	selection	NOUN
iogr-1219	7	39	.	.	PUNCT
iogr-1219	8	1	then	then	ADV
iogr-1219	8	2	,	,	PUNCT
iogr-1219	8	3	five	five	NUM
iogr-1219	8	4	machine	machine	NOUN
iogr-1219	8	5	learning	learn	VERB
iogr-1219	8	6	algorithms	algorithm	NOUN
iogr-1219	8	7	were	be	AUX
iogr-1219	8	8	used	use	VERB
iogr-1219	8	9	for	for	ADP
iogr-1219	8	10	regression	regression	NOUN
iogr-1219	8	11	and	and	CCONJ
iogr-1219	8	12	comparison	comparison	NOUN
iogr-1219	8	13	.	.	PUNCT
iogr-1219	9	1	finally	finally	ADV
iogr-1219	9	2	,	,	PUNCT
iogr-1219	9	3	a	a	DET
iogr-1219	9	4	particle	particle	NOUN
iogr-1219	9	5	swarm	swarm	NOUN
iogr-1219	9	6	optimization	optimization	NOUN
iogr-1219	9	7	algorithm	algorithm	NOUN
iogr-1219	9	8	was	be	AUX
iogr-1219	9	9	used	use	VERB
iogr-1219	9	10	to	to	PART
iogr-1219	9	11	optimize	optimize	VERB
iogr-1219	9	12	the	the	DET
iogr-1219	9	13	parameters	parameter	NOUN
iogr-1219	9	14	of	of	ADP
iogr-1219	9	15	the	the	DET
iogr-1219	9	16	machine	machine	NOUN
iogr-1219	9	17	learning	learn	VERB
iogr-1219	9	18	model	model	NOUN
iogr-1219	9	19	with	with	ADP
iogr-1219	9	20	best	good	ADJ
iogr-1219	9	21	performance	performance	NOUN
iogr-1219	9	22	.	.	PUNCT
iogr-1219	10	1	the	the	DET
iogr-1219	10	2	accuracy	accuracy	NOUN
iogr-1219	10	3	of	of	ADP
iogr-1219	10	4	the	the	DET
iogr-1219	10	5	training	training	NOUN
iogr-1219	10	6	set	set	NOUN
iogr-1219	10	7	obtained	obtain	VERB
iogr-1219	10	8	by	by	ADP
iogr-1219	10	9	the	the	DET
iogr-1219	10	10	hybrid	hybrid	NOUN
iogr-1219	10	11	model	model	NOUN
iogr-1219	10	12	was	be	AUX
iogr-1219	10	13	99.9	99.9	NUM
iogr-1219	10	14	%	%	NOUN
iogr-1219	10	15	and	and	CCONJ
iogr-1219	10	16	the	the	DET
iogr-1219	10	17	accuracy	accuracy	NOUN
iogr-1219	10	18	of	of	ADP
iogr-1219	10	19	the	the	DET
iogr-1219	10	20	test	test	NOUN
iogr-1219	10	21	set	set	NOUN
iogr-1219	10	22	was	be	AUX
iogr-1219	10	23	97.6	97.6	NUM
iogr-1219	10	24	%	%	NOUN
iogr-1219	10	25	.	.	PUNCT
iogr-1219	11	1	it	it	PRON
iogr-1219	11	2	indicated	indicate	VERB
iogr-1219	11	3	that	that	SCONJ
iogr-1219	11	4	the	the	DET
iogr-1219	11	5	hybrid	hybrid	NOUN
iogr-1219	11	6	model	model	NOUN
iogr-1219	11	7	are	be	AUX
iogr-1219	11	8	valid	valid	ADJ
iogr-1219	11	9	and	and	CCONJ
iogr-1219	11	10	accurate	accurate	ADJ
iogr-1219	11	11	,	,	PUNCT
iogr-1219	11	12	and	and	CCONJ
iogr-1219	11	13	it	it	PRON
iogr-1219	11	14	can	can	AUX
iogr-1219	11	15	be	be	AUX
iogr-1219	11	16	used	use	VERB
iogr-1219	11	17	for	for	ADP
iogr-1219	11	18	mmp	mmp	PROPN
iogr-1219	11	19	prediction	prediction	NOUN
iogr-1219	11	20	in	in	ADP
iogr-1219	11	21	both	both	CCONJ
iogr-1219	11	22	laboratory	laboratory	NOUN
iogr-1219	11	23	and	and	CCONJ
iogr-1219	11	24	actual	actual	ADJ
iogr-1219	11	25	field	field	NOUN
iogr-1219	11	26	.	.	PUNCT
iogr-1219	12	1	introduction	introduction	NOUN
iogr-1219	12	2	co2	co2	NOUN
iogr-1219	12	3	flooding	flooding	NOUN
iogr-1219	12	4	is	be	AUX
iogr-1219	12	5	considered	consider	VERB
iogr-1219	12	6	to	to	PART
iogr-1219	12	7	be	be	AUX
iogr-1219	12	8	one	one	NUM
iogr-1219	12	9	of	of	ADP
iogr-1219	12	10	the	the	DET
iogr-1219	12	11	most	most	ADV
iogr-1219	12	12	effective	effective	ADJ
iogr-1219	12	13	eor	eor	NOUN
iogr-1219	12	14	methods	method	NOUN
iogr-1219	12	15	,	,	PUNCT
iogr-1219	12	16	particularly	particularly	ADV
iogr-1219	12	17	in	in	ADP
iogr-1219	12	18	developing	develop	VERB
iogr-1219	12	19	light	light	ADJ
iogr-1219	12	20	oil	oil	NOUN
iogr-1219	12	21	reservoirs	reservoir	NOUN
iogr-1219	12	22	.	.	PUNCT
iogr-1219	13	1	depending	depend	VERB
iogr-1219	13	2	on	on	ADP
iogr-1219	13	3	the	the	DET
iogr-1219	13	4	injection	injection	NOUN
iogr-1219	13	5	pressure	pressure	NOUN
iogr-1219	13	6	,	,	PUNCT
iogr-1219	13	7	there	there	PRON
iogr-1219	13	8	are	be	VERB
iogr-1219	13	9	three	three	NUM
iogr-1219	13	10	classification	classification	NOUN
iogr-1219	13	11	of	of	ADP
iogr-1219	13	12	co2	co2	NOUN
iogr-1219	13	13	flooding	flooding	NOUN
iogr-1219	13	14	,	,	PUNCT
iogr-1219	13	15	including	include	VERB
iogr-1219	13	16	miscible	miscible	ADJ
iogr-1219	13	17	gas	gas	NOUN
iogr-1219	13	18	injection	injection	NOUN
iogr-1219	13	19	,	,	PUNCT
iogr-1219	13	20	partial	partial	ADJ
iogr-1219	13	21	miscible	miscible	ADJ
iogr-1219	13	22	gas	gas	NOUN
iogr-1219	13	23	injection	injection	NOUN
iogr-1219	13	24	,	,	PUNCT
iogr-1219	13	25	and	and	CCONJ
iogr-1219	13	26	immiscible	immiscible	ADJ
iogr-1219	13	27	gas	gas	NOUN
iogr-1219	13	28	injection	injection	NOUN
iogr-1219	13	29	.	.	PUNCT
iogr-1219	14	1	the	the	DET
iogr-1219	14	2	displacement	displacement	ADJ
iogr-1219	14	3	efficiency	efficiency	NOUN
iogr-1219	14	4	of	of	ADP
iogr-1219	14	5	reservoir	reservoir	NOUN
iogr-1219	14	6	oil	oil	NOUN
iogr-1219	14	7	by	by	ADP
iogr-1219	14	8	co2	co2	NOUN
iogr-1219	14	9	flooding	flooding	NOUN
iogr-1219	14	10	is	be	AUX
iogr-1219	14	11	highly	highly	ADV
iogr-1219	14	12	pressure	pressure	NOUN
iogr-1219	14	13	dependent	dependent	ADJ
iogr-1219	14	14	and	and	CCONJ
iogr-1219	14	15	miscible	miscible	ADJ
iogr-1219	14	16	displacement	displacement	NOUN
iogr-1219	14	17	is	be	AUX
iogr-1219	14	18	only	only	ADV
iogr-1219	14	19	achieved	achieve	VERB
iogr-1219	14	20	at	at	ADP
iogr-1219	14	21	pressures	pressure	NOUN
iogr-1219	14	22	greater	great	ADJ
iogr-1219	14	23	than	than	ADP
iogr-1219	14	24	a	a	DET
iogr-1219	14	25	certain	certain	ADJ
iogr-1219	14	26	minimum	minimum	NOUN
iogr-1219	14	27	pressure	pressure	NOUN
iogr-1219	14	28	,	,	PUNCT
iogr-1219	14	29	termed	term	VERB
iogr-1219	14	30	the	the	DET
iogr-1219	14	31	minimum	minimum	ADJ
iogr-1219	14	32	miscibility	miscibility	NOUN
iogr-1219	14	33	pressure	pressure	NOUN
iogr-1219	14	34	(	(	PUNCT
iogr-1219	14	35	mmp	mmp	PROPN
iogr-1219	14	36	)	)	PUNCT
iogr-1219	14	37	.	.	PUNCT
iogr-1219	15	1	the	the	DET
iogr-1219	15	2	mmp	mmp	PROPN
iogr-1219	15	3	is	be	AUX
iogr-1219	15	4	defined	define	VERB
iogr-1219	15	5	as	as	ADP
iogr-1219	15	6	the	the	DET
iogr-1219	15	7	lowest	low	ADJ
iogr-1219	15	8	pressure	pressure	NOUN
iogr-1219	15	9	for	for	ADP
iogr-1219	15	10	which	which	PRON
iogr-1219	15	11	a	a	DET
iogr-1219	15	12	given	give	VERB
iogr-1219	15	13	injected	inject	VERB
iogr-1219	15	14	gas	gas	NOUN
iogr-1219	15	15	composition	composition	NOUN
iogr-1219	15	16	can	can	AUX
iogr-1219	15	17	develop	develop	VERB
iogr-1219	15	18	miscibility	miscibility	NOUN
iogr-1219	15	19	through	through	ADP
iogr-1219	15	20	a	a	DET
iogr-1219	15	21	multi	multi	ADJ
iogr-1219	15	22	-	-	ADJ
iogr-1219	15	23	contact	contact	ADJ
iogr-1219	15	24	process	process	NOUN
iogr-1219	15	25	with	with	ADP
iogr-1219	15	26	a	a	DET
iogr-1219	15	27	specific	specific	ADJ
iogr-1219	15	28	reservoir	reservoir	NOUN
iogr-1219	15	29	at	at	ADP
iogr-1219	15	30	reservoir	reservoir	PROPN
iogr-1219	15	31	temperature	temperature	NOUN
iogr-1219	15	32	.	.	PUNCT
iogr-1219	16	1	mmp	mmp	PROPN
iogr-1219	16	2	is	be	AUX
iogr-1219	16	3	completely	completely	ADV
iogr-1219	16	4	independent	independent	ADJ
iogr-1219	16	5	of	of	ADP
iogr-1219	16	6	reservoir	reservoir	NOUN
iogr-1219	16	7	heterogeneity	heterogeneity	NOUN
iogr-1219	16	8	,	,	PUNCT
iogr-1219	16	9	but	but	CCONJ
iogr-1219	16	10	it	it	PRON
iogr-1219	16	11	is	be	AUX
iogr-1219	16	12	a	a	DET
iogr-1219	16	13	strong	strong	ADJ
iogr-1219	16	14	function	function	NOUN
iogr-1219	16	15	of	of	ADP
iogr-1219	16	16	oil	oil	NOUN
iogr-1219	16	17	composition	composition	NOUN
iogr-1219	16	18	,	,	PUNCT
iogr-1219	16	19	composition	composition	NOUN
iogr-1219	16	20	of	of	ADP
iogr-1219	16	21	the	the	DET
iogr-1219	16	22	injected	inject	VERB
iogr-1219	16	23	gas	gas	NOUN
iogr-1219	16	24	,	,	PUNCT
iogr-1219	16	25	and	and	CCONJ
iogr-1219	16	26	reservoir	reservoir	NOUN
iogr-1219	16	27	temperature	temperature	NOUN
iogr-1219	16	28	.	.	PUNCT
iogr-1219	17	1	the	the	DET
iogr-1219	17	2	methods	method	NOUN
iogr-1219	17	3	used	use	VERB
iogr-1219	17	4	to	to	PART
iogr-1219	17	5	predict	predict	VERB
iogr-1219	17	6	the	the	DET
iogr-1219	17	7	mmp	mmp	PROPN
iogr-1219	17	8	under	under	ADP
iogr-1219	17	9	gas	gas	NOUN
iogr-1219	17	10	injection	injection	NOUN
iogr-1219	17	11	,	,	PUNCT
iogr-1219	17	12	miscible	miscible	ADJ
iogr-1219	17	13	gas	gas	NOUN
iogr-1219	17	14	injection	injection	NOUN
iogr-1219	17	15	,	,	PUNCT
iogr-1219	17	16	or	or	CCONJ
iogr-1219	17	17	a	a	DET
iogr-1219	17	18	dry	dry	ADJ
iogr-1219	17	19	gas	gas	NOUN
iogr-1219	17	20	cycling	cycling	NOUN
iogr-1219	17	21	scheme	scheme	NOUN
iogr-1219	17	22	,	,	PUNCT
iogr-1219	17	23	include	include	VERB
iogr-1219	17	24	lab	lab	NOUN
iogr-1219	17	25	tests	test	NOUN
iogr-1219	17	26	,	,	PUNCT
iogr-1219	17	27	empirical	empirical	ADJ
iogr-1219	17	28	correlations	correlation	NOUN
iogr-1219	17	29	,	,	PUNCT
iogr-1219	17	30	equation	equation	NOUN
iogr-1219	17	31	of	of	ADP
iogr-1219	17	32	state	state	NOUN
iogr-1219	17	33	(	(	PUNCT
iogr-1219	17	34	eos	eos	PROPN
iogr-1219	17	35	)	)	PUNCT
iogr-1219	17	36	methods	method	NOUN
iogr-1219	17	37	,	,	PUNCT
iogr-1219	17	38	and	and	CCONJ
iogr-1219	17	39	data	datum	NOUN
iogr-1219	17	40	-	-	PUNCT
iogr-1219	17	41	driven	drive	VERB
iogr-1219	17	42	approaches	approach	NOUN
iogr-1219	17	43	.	.	PUNCT
iogr-1219	18	1	specific	specific	ADJ
iogr-1219	18	2	lab	lab	NOUN
iogr-1219	18	3	test	test	NOUN
iogr-1219	18	4	used	use	VERB
iogr-1219	18	5	to	to	PART
iogr-1219	18	6	determine	determine	VERB
iogr-1219	18	7	mmp	mmp	PROPN
iogr-1219	18	8	include	include	VERB
iogr-1219	18	9	the	the	DET
iogr-1219	18	10	swelling	swell	VERB
iogr-1219	18	11	test	test	NOUN
iogr-1219	18	12	,	,	PUNCT
iogr-1219	18	13	slim	slim	ADJ
iogr-1219	18	14	-	-	PUNCT
iogr-1219	18	15	tube	tube	NOUN
iogr-1219	18	16	test	test	NOUN
iogr-1219	18	17	,	,	PUNCT
iogr-1219	18	18	rising	rise	VERB
iogr-1219	18	19	bubble	bubble	NOUN
iogr-1219	18	20	test	test	NOUN
iogr-1219	18	21	,	,	PUNCT
iogr-1219	18	22	core	core	NOUN
iogr-1219	18	23	flood	flood	NOUN
iogr-1219	18	24	,	,	PUNCT
iogr-1219	18	25	and	and	CCONJ
iogr-1219	18	26	other	other	ADJ
iogr-1219	18	27	tests	test	NOUN
iogr-1219	18	28	.	.	PUNCT
iogr-1219	19	1	yellig	yellig	PROPN
iogr-1219	19	2	and	and	CCONJ
iogr-1219	19	3	metcalfe	metcalfe	PROPN
iogr-1219	19	4	(	(	PUNCT
iogr-1219	19	5	1980	1980	NUM
iogr-1219	19	6	)	)	PUNCT
iogr-1219	19	7	first	first	ADV
iogr-1219	19	8	proposed	propose	VERB
iogr-1219	19	9	the	the	DET
iogr-1219	19	10	experimental	experimental	ADJ
iogr-1219	19	11	method	method	NOUN
iogr-1219	19	12	to	to	PART
iogr-1219	19	13	determine	determine	VERB
iogr-1219	19	14	the	the	DET
iogr-1219	19	15	co2	co2	NOUN
iogr-1219	19	16	-	-	PUNCT
iogr-1219	19	17	crude	crude	NOUN
iogr-1219	19	18	oil	oil	NOUN
iogr-1219	19	19	mmp	mmp	PROPN
iogr-1219	19	20	through	through	ADP
iogr-1219	19	21	a	a	DET
iogr-1219	19	22	thin	thin	ADJ
iogr-1219	19	23	tube	tube	NOUN
iogr-1219	19	24	.	.	PUNCT
iogr-1219	20	1	in	in	ADP
iogr-1219	20	2	the	the	DET
iogr-1219	20	3	experiments	experiment	NOUN
iogr-1219	20	4	,	,	PUNCT
iogr-1219	20	5	co2was	co2was	AUX
iogr-1219	20	6	injected	inject	VERB
iogr-1219	20	7	at	at	ADP
iogr-1219	20	8	a	a	DET
iogr-1219	20	9	specific	specific	ADJ
iogr-1219	20	10	rate	rate	NOUN
iogr-1219	20	11	into	into	ADP
iogr-1219	20	12	a	a	DET
iogr-1219	20	13	thin	thin	ADJ
iogr-1219	20	14	tube	tube	NOUN
iogr-1219	20	15	at	at	ADP
iogr-1219	20	16	different	different	ADJ
iogr-1219	20	17	pressures	pressure	NOUN
iogr-1219	20	18	to	to	PART
iogr-1219	20	19	obtain	obtain	VERB
iogr-1219	20	20	a	a	DET
iogr-1219	20	21	recovery	recovery	NOUN
iogr-1219	20	22	-	-	PUNCT
iogr-1219	20	23	pressure	pressure	NOUN
iogr-1219	20	24	relationship	relationship	NOUN
iogr-1219	20	25	curve	curve	NOUN
iogr-1219	20	26	to	to	PART
iogr-1219	20	27	determine	determine	VERB
iogr-1219	20	28	the	the	DET
iogr-1219	20	29	mmp	mmp	PROPN
iogr-1219	20	30	.	.	PUNCT
iogr-1219	21	1	the	the	DET
iogr-1219	21	2	rising	rise	VERB
iogr-1219	21	3	bubble	bubble	NOUN
iogr-1219	21	4	apparatus	apparatus	NOUN
iogr-1219	21	5	method	method	NOUN
iogr-1219	21	6	(	(	PUNCT
iogr-1219	21	7	rba	rba	NOUN
iogr-1219	21	8	)	)	PUNCT
iogr-1219	21	9	was	be	AUX
iogr-1219	21	10	proposed	propose	VERB
iogr-1219	21	11	to	to	PART
iogr-1219	21	12	determine	determine	VERB
iogr-1219	21	13	mmp	mmp	PROPN
iogr-1219	21	14	,	,	PUNCT
iogr-1219	21	15	in	in	ADP
iogr-1219	21	16	which	which	PRON
iogr-1219	21	17	an	an	DET
iogr-1219	21	18	oil	oil	NOUN
iogr-1219	21	19	sample	sample	NOUN
iogr-1219	21	20	of	of	ADP
iogr-1219	21	21	a	a	DET
iogr-1219	21	22	certain	certain	ADJ
iogr-1219	21	23	height	height	NOUN
iogr-1219	21	24	is	be	AUX
iogr-1219	21	25	injected	inject	VERB
iogr-1219	21	26	into	into	ADP
iogr-1219	21	27	a	a	DET
iogr-1219	21	28	vertically	vertically	ADV
iogr-1219	21	29	placed	place	VERB
iogr-1219	21	30	visible	visible	ADJ
iogr-1219	21	31	high	high	ADJ
iogr-1219	21	32	-	-	PUNCT
iogr-1219	21	33	pressure	pressure	NOUN
iogr-1219	21	34	glass	glass	NOUN
iogr-1219	21	35	tube	tube	NOUN
iogr-1219	21	36	,	,	PUNCT
iogr-1219	21	37	followed	follow	VERB
iogr-1219	21	38	by	by	ADP
iogr-1219	21	39	the	the	DET
iogr-1219	21	40	injection	injection	NOUN
iogr-1219	21	41	of	of	ADP
iogr-1219	21	42	gas	gas	NOUN
iogr-1219	21	43	from	from	ADP
iogr-1219	21	44	the	the	DET
iogr-1219	21	45	bottom	bottom	NOUN
iogr-1219	21	46	of	of	ADP
iogr-1219	21	47	the	the	DET
iogr-1219	21	48	glass	glass	NOUN
iogr-1219	21	49	tube	tube	NOUN
iogr-1219	21	50	at	at	ADP
iogr-1219	21	51	a	a	DET
iogr-1219	21	52	constant	constant	ADJ
iogr-1219	21	53	rate	rate	NOUN
iogr-1219	21	54	,	,	PUNCT
iogr-1219	21	55	and	and	CCONJ
iogr-1219	21	56	mmp	mmp	PROPN
iogr-1219	21	57	was	be	AUX
iogr-1219	21	58	determined	determine	VERB
iogr-1219	21	59	from	from	ADP
iogr-1219	21	60	the	the	DET
iogr-1219	21	61	shape	shape	NOUN
iogr-1219	21	62	of	of	ADP
iogr-1219	21	63	the	the	DET
iogr-1219	21	64	bubbles	bubble	NOUN
iogr-1219	21	65	and	and	CCONJ
iogr-1219	21	66	the	the	DET
iogr-1219	21	67	distance	distance	NOUN
iogr-1219	21	68	they	they	PRON
iogr-1219	21	69	travel	travel	VERB
iogr-1219	21	70	.	.	PUNCT
iogr-1219	22	1	harmon	harmon	PROPN
iogr-1219	22	2	and	and	CCONJ
iogr-1219	22	3	grigg	grigg	PROPN
iogr-1219	22	4	(	(	PUNCT
iogr-1219	22	5	1988	1988	NUM
iogr-1219	22	6	)	)	PUNCT
iogr-1219	22	7	proposed	propose	VERB
iogr-1219	22	8	a	a	DET
iogr-1219	22	9	experiment	experiment	NOUN
iogr-1219	22	10	to	to	PART
iogr-1219	22	11	directly	directly	ADV
iogr-1219	22	12	measure	measure	VERB
iogr-1219	22	13	the	the	DET
iogr-1219	22	14	relationship	relationship	NOUN
iogr-1219	22	15	between	between	ADP
iogr-1219	22	16	the	the	DET
iogr-1219	22	17	density	density	NOUN
iogr-1219	22	18	and	and	CCONJ
iogr-1219	22	19	pressure	pressure	NOUN
iogr-1219	22	20	of	of	ADP
iogr-1219	22	21	the	the	DET
iogr-1219	22	22	injected	inject	VERB
iogr-1219	22	23	rich	rich	ADJ
iogr-1219	22	24	gas	gas	NOUN
iogr-1219	22	25	phase	phase	NOUN
iogr-1219	22	26	,	,	PUNCT
iogr-1219	22	27	the	the	DET
iogr-1219	22	28	mmp	mmp	PROPN
iogr-1219	22	29	of	of	ADP
iogr-1219	22	30	the	the	DET
iogr-1219	22	31	gas	gas	NOUN
iogr-1219	22	32	and	and	CCONJ
iogr-1219	22	33	crude	crude	ADJ
iogr-1219	22	34	oil	oil	NOUN
iogr-1219	22	35	miscible	miscible	ADJ
iogr-1219	22	36	phase	phase	NOUN
iogr-1219	22	37	was	be	AUX
iogr-1219	22	38	determined	determine	VERB
iogr-1219	22	39	by	by	ADP
iogr-1219	22	40	using	use	VERB
iogr-1219	22	41	the	the	DET
iogr-1219	22	42	gas	gas	NOUN
iogr-1219	22	43	-	-	PUNCT
iogr-1219	22	44	oil	oil	NOUN
iogr-1219	22	45	dissolution	dissolution	NOUN
iogr-1219	22	46	characteristics	characteristic	NOUN
iogr-1219	22	47	.	.	PUNCT
iogr-1219	23	1	2	2	NUM
iogr-1219	24	1	the	the	DET
iogr-1219	24	2	empirical	empirical	ADJ
iogr-1219	24	3	correlations	correlation	NOUN
iogr-1219	24	4	are	be	AUX
iogr-1219	24	5	a	a	DET
iogr-1219	24	6	simple	simple	ADJ
iogr-1219	24	7	and	and	CCONJ
iogr-1219	24	8	fast	fast	ADJ
iogr-1219	24	9	means	mean	NOUN
iogr-1219	24	10	to	to	PART
iogr-1219	24	11	determine	determine	VERB
iogr-1219	24	12	mmp	mmp	PROPN
iogr-1219	24	13	.	.	PUNCT
iogr-1219	25	1	various	various	ADJ
iogr-1219	25	2	widely	widely	ADV
iogr-1219	25	3	used	use	VERB
iogr-1219	25	4	correlations	correlation	NOUN
iogr-1219	25	5	are	be	AUX
iogr-1219	25	6	outlined	outline	VERB
iogr-1219	25	7	as	as	SCONJ
iogr-1219	25	8	follows	follow	VERB
iogr-1219	25	9	.	.	PUNCT
iogr-1219	26	1	orr	orr	PROPN
iogr-1219	26	2	and	and	CCONJ
iogr-1219	26	3	silva	silva	PROPN
iogr-1219	26	4	(	(	PUNCT
iogr-1219	26	5	1987	1987	NUM
iogr-1219	26	6	)	)	PUNCT
iogr-1219	26	7	proposed	propose	VERB
iogr-1219	26	8	an	an	DET
iogr-1219	26	9	empirical	empirical	ADJ
iogr-1219	26	10	formula	formula	NOUN
iogr-1219	26	11	to	to	PART
iogr-1219	26	12	determine	determine	VERB
iogr-1219	26	13	the	the	DET
iogr-1219	26	14	mmp	mmp	PROPN
iogr-1219	26	15	for	for	ADP
iogr-1219	26	16	pure	pure	ADJ
iogr-1219	26	17	co2	co2	NOUN
iogr-1219	26	18	and	and	CCONJ
iogr-1219	26	19	impure	impure	NOUN
iogr-1219	26	20	co2	co2	NOUN
iogr-1219	26	21	/	/	SYM
iogr-1219	26	22	crude	crude	ADJ
iogr-1219	26	23	oil	oil	NOUN
iogr-1219	26	24	system	system	NOUN
iogr-1219	26	25	.	.	PUNCT
iogr-1219	27	1	the	the	DET
iogr-1219	27	2	evp	evp	NOUN
iogr-1219	27	3	correlation	correlation	NOUN
iogr-1219	27	4	presented	present	VERB
iogr-1219	27	5	by	by	ADP
iogr-1219	27	6	orr	orr	PROPN
iogr-1219	27	7	and	and	CCONJ
iogr-1219	27	8	jensen	jensen	PROPN
iogr-1219	27	9	(	(	PUNCT
iogr-1219	27	10	1986	1986	NUM
iogr-1219	27	11	)	)	PUNCT
iogr-1219	27	12	can	can	AUX
iogr-1219	27	13	determine	determine	VERB
iogr-1219	27	14	the	the	DET
iogr-1219	27	15	mmp	mmp	PROPN
iogr-1219	27	16	for	for	ADP
iogr-1219	27	17	low	low	ADJ
iogr-1219	27	18	-	-	PUNCT
iogr-1219	27	19	temperature	temperature	NOUN
iogr-1219	27	20	reservoirs	reservoir	NOUN
iogr-1219	27	21	(	(	PUNCT
iogr-1219	27	22	t<120	t<120	NOUN
iogr-1219	27	23	°	°	ADP
iogr-1219	27	24	ϝ	ϝ	NOUN
iogr-1219	27	25	)	)	PUNCT
iogr-1219	27	26	.	.	PUNCT
iogr-1219	28	1	yellig	yellig	PROPN
iogr-1219	28	2	and	and	CCONJ
iogr-1219	28	3	metcalfe	metcalfe	PROPN
iogr-1219	28	4	(	(	PUNCT
iogr-1219	28	5	1980	1980	NUM
iogr-1219	28	6	)	)	PUNCT
iogr-1219	28	7	proposed	propose	VERB
iogr-1219	28	8	a	a	DET
iogr-1219	28	9	correlation	correlation	NOUN
iogr-1219	28	10	to	to	PART
iogr-1219	28	11	forecast	forecast	VERB
iogr-1219	28	12	the	the	DET
iogr-1219	28	13	co2	co2	NOUN
iogr-1219	28	14	mmp	mmp	PROPN
iogr-1219	28	15	with	with	ADP
iogr-1219	28	16	the	the	DET
iogr-1219	28	17	temperature	temperature	NOUN
iogr-1219	28	18	as	as	ADP
iogr-1219	28	19	the	the	DET
iogr-1219	28	20	only	only	ADJ
iogr-1219	28	21	correlating	correlate	VERB
iogr-1219	28	22	parameter	parameter	NOUN
iogr-1219	28	23	from	from	ADP
iogr-1219	28	24	their	their	PRON
iogr-1219	28	25	experimental	experimental	ADJ
iogr-1219	28	26	study	study	NOUN
iogr-1219	28	27	.	.	PUNCT
iogr-1219	29	1	alston	alston	PROPN
iogr-1219	29	2	et	et	PROPN
iogr-1219	29	3	al	al	PROPN
iogr-1219	29	4	.	.	PROPN
iogr-1219	30	1	(	(	PUNCT
iogr-1219	30	2	1985	1985	NUM
iogr-1219	30	3	)	)	PUNCT
iogr-1219	30	4	derived	derive	VERB
iogr-1219	30	5	an	an	DET
iogr-1219	30	6	empirical	empirical	ADJ
iogr-1219	30	7	correlation	correlation	NOUN
iogr-1219	30	8	to	to	PART
iogr-1219	30	9	estimate	estimate	VERB
iogr-1219	30	10	the	the	DET
iogr-1219	30	11	mmp	mmp	PROPN
iogr-1219	30	12	for	for	ADP
iogr-1219	30	13	pure	pure	ADJ
iogr-1219	30	14	or	or	CCONJ
iogr-1219	30	15	impure	impure	ADJ
iogr-1219	30	16	co2	co2	NOUN
iogr-1219	30	17	/	/	SYM
iogr-1219	30	18	crude	crude	ADJ
iogr-1219	30	19	oil	oil	NOUN
iogr-1219	30	20	systems	system	NOUN
iogr-1219	30	21	.	.	PUNCT
iogr-1219	31	1	cronquist	cronquist	NOUN
iogr-1219	31	2	(	(	PUNCT
iogr-1219	31	3	1978	1978	NUM
iogr-1219	31	4	)	)	PUNCT
iogr-1219	31	5	proposed	propose	VERB
iogr-1219	31	6	an	an	DET
iogr-1219	31	7	empirical	empirical	ADJ
iogr-1219	31	8	formula	formula	NOUN
iogr-1219	31	9	to	to	PART
iogr-1219	31	10	characterizes	characterize	VERB
iogr-1219	31	11	mmp	mmp	PROPN
iogr-1219	31	12	as	as	ADP
iogr-1219	31	13	a	a	DET
iogr-1219	31	14	function	function	NOUN
iogr-1219	31	15	of	of	ADP
iogr-1219	31	16	reservoir	reservoir	NOUN
iogr-1219	31	17	temperature	temperature	NOUN
iogr-1219	31	18	,	,	PUNCT
iogr-1219	31	19	molecular	molecular	ADJ
iogr-1219	31	20	weight	weight	NOUN
iogr-1219	31	21	of	of	ADP
iogr-1219	31	22	the	the	DET
iogr-1219	31	23	oil	oil	NOUN
iogr-1219	31	24	pentanes	pentane	NOUN
iogr-1219	31	25	-	-	PUNCT
iogr-1219	31	26	plus	plus	CCONJ
iogr-1219	31	27	fraction	fraction	NOUN
iogr-1219	31	28	,	,	PUNCT
iogr-1219	31	29	and	and	CCONJ
iogr-1219	31	30	mole	mole	NOUN
iogr-1219	31	31	percentage	percentage	NOUN
iogr-1219	31	32	of	of	ADP
iogr-1219	31	33	methane	methane	NOUN
iogr-1219	31	34	and	and	CCONJ
iogr-1219	31	35	nitrogen	nitrogen	NOUN
iogr-1219	31	36	.	.	PUNCT
iogr-1219	32	1	the	the	DET
iogr-1219	32	2	eos	eos	PROPN
iogr-1219	32	3	methods	method	NOUN
iogr-1219	32	4	were	be	AUX
iogr-1219	32	5	established	establish	VERB
iogr-1219	32	6	based	base	VERB
iogr-1219	32	7	on	on	ADP
iogr-1219	32	8	the	the	DET
iogr-1219	32	9	theory	theory	NOUN
iogr-1219	32	10	of	of	ADP
iogr-1219	32	11	phase	phase	NOUN
iogr-1219	32	12	equilibrium	equilibrium	NOUN
iogr-1219	32	13	of	of	ADP
iogr-1219	32	14	the	the	DET
iogr-1219	32	15	system	system	NOUN
iogr-1219	32	16	and	and	CCONJ
iogr-1219	32	17	was	be	AUX
iogr-1219	32	18	mainly	mainly	ADV
iogr-1219	32	19	used	use	VERB
iogr-1219	32	20	to	to	PART
iogr-1219	32	21	map	map	VERB
iogr-1219	32	22	the	the	DET
iogr-1219	32	23	relationship	relationship	NOUN
iogr-1219	32	24	between	between	ADP
iogr-1219	32	25	the	the	DET
iogr-1219	32	26	phase	phase	NOUN
iogr-1219	32	27	behavior	behavior	NOUN
iogr-1219	32	28	of	of	ADP
iogr-1219	32	29	the	the	DET
iogr-1219	32	30	co2	co2	NOUN
iogr-1219	32	31	and	and	CCONJ
iogr-1219	32	32	crude	crude	ADJ
iogr-1219	32	33	oil	oil	NOUN
iogr-1219	32	34	system	system	NOUN
iogr-1219	32	35	and	and	CCONJ
iogr-1219	32	36	the	the	DET
iogr-1219	32	37	miscible	miscible	ADJ
iogr-1219	32	38	function	function	NOUN
iogr-1219	32	39	,	,	PUNCT
iogr-1219	32	40	and	and	CCONJ
iogr-1219	32	41	thus	thus	ADV
iogr-1219	32	42	to	to	PART
iogr-1219	32	43	obtain	obtain	VERB
iogr-1219	32	44	mmp	mmp	PROPN
iogr-1219	32	45	for	for	ADP
iogr-1219	32	46	the	the	DET
iogr-1219	32	47	system	system	NOUN
iogr-1219	32	48	(	(	PUNCT
iogr-1219	32	49	yellig	yellig	NOUN
iogr-1219	32	50	and	and	CCONJ
iogr-1219	32	51	metcalfe	metcalfe	PROPN
iogr-1219	32	52	1980	1980	NUM
iogr-1219	32	53	;	;	PUNCT
iogr-1219	32	54	holm	holm	PROPN
iogr-1219	32	55	1987	1987	NUM
iogr-1219	32	56	;	;	PUNCT
iogr-1219	32	57	mungan	mungan	NOUN
iogr-1219	32	58	1981	1981	NUM
iogr-1219	32	59	;	;	PUNCT
iogr-1219	32	60	cronquist	cronquist	NOUN
iogr-1219	32	61	1978	1978	NUM
iogr-1219	32	62	)	)	PUNCT
iogr-1219	32	63	.	.	PUNCT
iogr-1219	33	1	the	the	DET
iogr-1219	33	2	existing	exist	VERB
iogr-1219	33	3	eos	eos	PROPN
iogr-1219	33	4	used	use	VERB
iogr-1219	33	5	to	to	PART
iogr-1219	33	6	calculate	calculate	VERB
iogr-1219	33	7	mmp	mmp	PROPN
iogr-1219	33	8	were	be	AUX
iogr-1219	33	9	the	the	DET
iogr-1219	33	10	peng	peng	PROPN
iogr-1219	33	11	-	-	PUNCT
iogr-1219	33	12	robinson	robinson	PROPN
iogr-1219	33	13	eos	eos	PROPN
iogr-1219	33	14	(	(	PUNCT
iogr-1219	33	15	pr	pr	NOUN
iogr-1219	33	16	-	-	PUNCT
iogr-1219	33	17	eos	eos	NOUN
iogr-1219	33	18	)	)	PUNCT
iogr-1219	33	19	(	(	PUNCT
iogr-1219	33	20	silva	silva	NOUN
iogr-1219	33	21	and	and	CCONJ
iogr-1219	33	22	orr	orr	PROPN
iogr-1219	33	23	1987	1987	NUM
iogr-1219	33	24	;	;	PUNCT
iogr-1219	33	25	orr	orr	PROPN
iogr-1219	33	26	and	and	CCONJ
iogr-1219	33	27	silva	silva	PROPN
iogr-1219	33	28	1987	1987	NUM
iogr-1219	33	29	;	;	PUNCT
iogr-1219	33	30	alston	alston	PROPN
iogr-1219	33	31	et	et	PROPN
iogr-1219	33	32	al	al	PROPN
iogr-1219	33	33	.	.	PROPN
iogr-1219	33	34	1985	1985	NUM
iogr-1219	33	35	)	)	PUNCT
iogr-1219	33	36	,	,	PUNCT
iogr-1219	33	37	nasrifar	nasrifar	ADV
iogr-1219	33	38	-	-	PUNCT
iogr-1219	33	39	moshfeghian	moshfeghian	ADJ
iogr-1219	33	40	eos	eos	PROPN
iogr-1219	33	41	(	(	PUNCT
iogr-1219	33	42	nmeos	nmeos	PROPN
iogr-1219	33	43	)	)	PUNCT
iogr-1219	33	44	(	(	PUNCT
iogr-1219	33	45	nasrifar	nasrifar	ADV
iogr-1219	33	46	and	and	CCONJ
iogr-1219	33	47	moshfeghian	moshfeghian	ADJ
iogr-1219	33	48	2001	2001	NUM
iogr-1219	33	49	)	)	PUNCT
iogr-1219	33	50	,	,	PUNCT
iogr-1219	33	51	and	and	CCONJ
iogr-1219	33	52	the	the	DET
iogr-1219	33	53	improved	improve	VERB
iogr-1219	33	54	statistical	statistical	ADJ
iogr-1219	33	55	fluid	fluid	NOUN
iogr-1219	33	56	theory	theory	NOUN
iogr-1219	33	57	eos	eos	PROPN
iogr-1219	33	58	(	(	PUNCT
iogr-1219	33	59	ssaft	ssaft	NOUN
iogr-1219	33	60	-	-	PUNCT
iogr-1219	33	61	eos	eos	PROPN
iogr-1219	33	62	)	)	PUNCT
iogr-1219	33	63	(	(	PUNCT
iogr-1219	33	64	zhao	zhao	PROPN
iogr-1219	33	65	et	et	PROPN
iogr-1219	33	66	al	al	PROPN
iogr-1219	33	67	.	.	PROPN
iogr-1219	33	68	2006	2006	NUM
iogr-1219	33	69	)	)	PUNCT
iogr-1219	33	70	.	.	PUNCT
iogr-1219	34	1	the	the	DET
iogr-1219	34	2	eos	eos	PROPN
iogr-1219	34	3	method	method	NOUN
iogr-1219	34	4	mainly	mainly	ADV
iogr-1219	34	5	uses	use	VERB
iogr-1219	34	6	phase	phase	NOUN
iogr-1219	34	7	simulation	simulation	NOUN
iogr-1219	34	8	technique	technique	NOUN
iogr-1219	34	9	to	to	PART
iogr-1219	34	10	investigate	investigate	VERB
iogr-1219	34	11	the	the	DET
iogr-1219	34	12	influence	influence	NOUN
iogr-1219	34	13	of	of	ADP
iogr-1219	34	14	injected	inject	VERB
iogr-1219	34	15	gas	gas	NOUN
iogr-1219	34	16	on	on	ADP
iogr-1219	34	17	the	the	DET
iogr-1219	34	18	properties	property	NOUN
iogr-1219	34	19	of	of	ADP
iogr-1219	34	20	crude	crude	ADJ
iogr-1219	34	21	oil	oil	NOUN
iogr-1219	34	22	.	.	PUNCT
iogr-1219	35	1	the	the	DET
iogr-1219	35	2	parameters	parameter	NOUN
iogr-1219	35	3	of	of	ADP
iogr-1219	35	4	eos	eos	PROPN
iogr-1219	35	5	were	be	AUX
iogr-1219	35	6	tuned	tune	VERB
iogr-1219	35	7	by	by	ADP
iogr-1219	35	8	fitting	fit	VERB
iogr-1219	35	9	the	the	DET
iogr-1219	35	10	pvt	pvt	PROPN
iogr-1219	35	11	experimental	experimental	ADJ
iogr-1219	35	12	data	datum	NOUN
iogr-1219	35	13	to	to	PART
iogr-1219	35	14	establish	establish	VERB
iogr-1219	35	15	a	a	DET
iogr-1219	35	16	phase	phase	NOUN
iogr-1219	35	17	model	model	NOUN
iogr-1219	35	18	that	that	PRON
iogr-1219	35	19	conforms	conform	VERB
iogr-1219	35	20	to	to	ADP
iogr-1219	35	21	the	the	DET
iogr-1219	35	22	real	real	ADJ
iogr-1219	35	23	fluid	fluid	NOUN
iogr-1219	35	24	,	,	PUNCT
iogr-1219	35	25	and	and	CCONJ
iogr-1219	35	26	mmp	mmp	PROPN
iogr-1219	35	27	of	of	ADP
iogr-1219	35	28	the	the	DET
iogr-1219	35	29	oil	oil	NOUN
iogr-1219	35	30	and	and	CCONJ
iogr-1219	35	31	gas	gas	NOUN
iogr-1219	35	32	system	system	NOUN
iogr-1219	35	33	is	be	AUX
iogr-1219	35	34	calculated	calculate	VERB
iogr-1219	35	35	by	by	ADP
iogr-1219	35	36	simulating	simulate	VERB
iogr-1219	35	37	the	the	DET
iogr-1219	35	38	multi	multi	ADJ
iogr-1219	35	39	-	-	ADJ
iogr-1219	35	40	stage	stage	ADJ
iogr-1219	35	41	contact	contact	NOUN
iogr-1219	35	42	experiment	experiment	NOUN
iogr-1219	35	43	process	process	NOUN
iogr-1219	35	44	(	(	PUNCT
iogr-1219	35	45	al	al	PROPN
iogr-1219	35	46	-	-	PUNCT
iogr-1219	35	47	ajmim	ajmim	PROPN
iogr-1219	35	48	et	et	PROPN
iogr-1219	35	49	al	al	PROPN
iogr-1219	35	50	.	.	PROPN
iogr-1219	35	51	2011	2011	NUM
iogr-1219	35	52	)	)	PUNCT
iogr-1219	35	53	.	.	PUNCT
iogr-1219	36	1	the	the	DET
iogr-1219	36	2	eos	eos	PROPN
iogr-1219	36	3	method	method	NOUN
iogr-1219	36	4	can	can	AUX
iogr-1219	36	5	establish	establish	VERB
iogr-1219	36	6	a	a	DET
iogr-1219	36	7	phase	phase	NOUN
iogr-1219	36	8	model	model	NOUN
iogr-1219	36	9	that	that	PRON
iogr-1219	36	10	fits	fit	VERB
iogr-1219	36	11	the	the	DET
iogr-1219	36	12	flow	flow	NOUN
iogr-1219	36	13	state	state	NOUN
iogr-1219	36	14	characteristics	characteristic	NOUN
iogr-1219	36	15	of	of	ADP
iogr-1219	36	16	oil	oil	NOUN
iogr-1219	36	17	and	and	CCONJ
iogr-1219	36	18	gas	gas	NOUN
iogr-1219	36	19	multiphase	multiphase	NOUN
iogr-1219	36	20	fluids	fluid	NOUN
iogr-1219	36	21	,	,	PUNCT
iogr-1219	36	22	so	so	SCONJ
iogr-1219	36	23	it	it	PRON
iogr-1219	36	24	can	can	AUX
iogr-1219	36	25	accurately	accurately	ADV
iogr-1219	36	26	characterize	characterize	VERB
iogr-1219	36	27	the	the	DET
iogr-1219	36	28	phase	phase	NOUN
iogr-1219	36	29	behavior	behavior	NOUN
iogr-1219	36	30	of	of	ADP
iogr-1219	36	31	real	real	ADJ
iogr-1219	36	32	reservoir	reservoir	NOUN
iogr-1219	36	33	fluids	fluid	NOUN
iogr-1219	36	34	and	and	CCONJ
iogr-1219	36	35	estimate	estimate	VERB
iogr-1219	36	36	the	the	DET
iogr-1219	36	37	physical	physical	ADJ
iogr-1219	36	38	parameters	parameter	NOUN
iogr-1219	36	39	.	.	PUNCT
iogr-1219	37	1	the	the	DET
iogr-1219	37	2	lab	lab	NOUN
iogr-1219	37	3	measurements	measurement	NOUN
iogr-1219	37	4	have	have	VERB
iogr-1219	37	5	a	a	DET
iogr-1219	37	6	high	high	ADJ
iogr-1219	37	7	accuracy	accuracy	NOUN
iogr-1219	37	8	,	,	PUNCT
iogr-1219	37	9	but	but	CCONJ
iogr-1219	37	10	it	it	PRON
iogr-1219	37	11	is	be	AUX
iogr-1219	37	12	very	very	ADV
iogr-1219	37	13	time	time	NOUN
iogr-1219	37	14	consuming	consume	VERB
iogr-1219	37	15	and	and	CCONJ
iogr-1219	37	16	expensive	expensive	ADJ
iogr-1219	37	17	.	.	PUNCT
iogr-1219	38	1	the	the	DET
iogr-1219	38	2	empirical	empirical	ADJ
iogr-1219	38	3	correlations	correlation	NOUN
iogr-1219	38	4	obtained	obtain	VERB
iogr-1219	38	5	under	under	ADP
iogr-1219	38	6	specific	specific	ADJ
iogr-1219	38	7	experimental	experimental	ADJ
iogr-1219	38	8	conditions	condition	NOUN
iogr-1219	38	9	are	be	AUX
iogr-1219	38	10	often	often	ADV
iogr-1219	38	11	limited	limit	VERB
iogr-1219	38	12	by	by	ADP
iogr-1219	38	13	failure	failure	NOUN
iogr-1219	38	14	to	to	PART
iogr-1219	38	15	satisfy	satisfy	VERB
iogr-1219	38	16	requirements	requirement	NOUN
iogr-1219	38	17	.	.	PUNCT
iogr-1219	39	1	eos	eos	PROPN
iogr-1219	39	2	methods	method	NOUN
iogr-1219	39	3	usually	usually	ADV
iogr-1219	39	4	require	require	VERB
iogr-1219	39	5	a	a	DET
iogr-1219	39	6	large	large	ADJ
iogr-1219	39	7	amount	amount	NOUN
iogr-1219	39	8	of	of	ADP
iogr-1219	39	9	preliminary	preliminary	ADJ
iogr-1219	39	10	experimental	experimental	ADJ
iogr-1219	39	11	data	datum	NOUN
iogr-1219	39	12	to	to	PART
iogr-1219	39	13	fit	fit	VERB
iogr-1219	39	14	the	the	DET
iogr-1219	39	15	pvt	pvt	PROPN
iogr-1219	39	16	parameters	parameter	NOUN
iogr-1219	39	17	.	.	PUNCT
iogr-1219	40	1	recently	recently	ADV
iogr-1219	40	2	,	,	PUNCT
iogr-1219	40	3	artificial	artificial	ADJ
iogr-1219	40	4	intelligence	intelligence	NOUN
iogr-1219	40	5	methods	method	NOUN
iogr-1219	40	6	have	have	AUX
iogr-1219	40	7	become	become	VERB
iogr-1219	40	8	essential	essential	ADJ
iogr-1219	40	9	techniques	technique	NOUN
iogr-1219	40	10	for	for	ADP
iogr-1219	40	11	mmp	mmp	PROPN
iogr-1219	40	12	prediction	prediction	NOUN
iogr-1219	40	13	.	.	PUNCT
iogr-1219	41	1	they	they	PRON
iogr-1219	41	2	learn	learn	VERB
iogr-1219	41	3	high	high	ADJ
iogr-1219	41	4	-	-	PUNCT
iogr-1219	41	5	level	level	NOUN
iogr-1219	41	6	features	feature	NOUN
iogr-1219	41	7	of	of	ADP
iogr-1219	41	8	pvt	pvt	PROPN
iogr-1219	41	9	data	datum	NOUN
iogr-1219	41	10	using	use	VERB
iogr-1219	41	11	structures	structure	NOUN
iogr-1219	41	12	composed	compose	VERB
iogr-1219	41	13	of	of	ADP
iogr-1219	41	14	several	several	ADJ
iogr-1219	41	15	nonlinear	nonlinear	ADJ
iogr-1219	41	16	transformations	transformation	NOUN
iogr-1219	41	17	to	to	PART
iogr-1219	41	18	classify	classify	VERB
iogr-1219	41	19	large	large	ADJ
iogr-1219	41	20	and	and	CCONJ
iogr-1219	41	21	complex	complex	ADJ
iogr-1219	41	22	data	datum	NOUN
iogr-1219	41	23	.	.	PUNCT
iogr-1219	42	1	the	the	DET
iogr-1219	42	2	significant	significant	ADJ
iogr-1219	42	3	advantages	advantage	NOUN
iogr-1219	42	4	of	of	ADP
iogr-1219	42	5	artificial	artificial	ADJ
iogr-1219	42	6	intelligence	intelligence	NOUN
iogr-1219	42	7	methods	method	NOUN
iogr-1219	42	8	are	be	AUX
iogr-1219	42	9	the	the	DET
iogr-1219	42	10	high	high	ADJ
iogr-1219	42	11	prediction	prediction	NOUN
iogr-1219	42	12	accuracy	accuracy	NOUN
iogr-1219	42	13	and	and	CCONJ
iogr-1219	42	14	the	the	DET
iogr-1219	42	15	ability	ability	NOUN
iogr-1219	42	16	to	to	PART
iogr-1219	42	17	process	process	VERB
iogr-1219	42	18	large	large	ADJ
iogr-1219	42	19	amounts	amount	NOUN
iogr-1219	42	20	of	of	ADP
iogr-1219	42	21	data	datum	NOUN
iogr-1219	42	22	in	in	ADP
iogr-1219	42	23	parallel	parallel	NOUN
iogr-1219	42	24	.	.	PUNCT
iogr-1219	43	1	with	with	ADP
iogr-1219	43	2	the	the	DET
iogr-1219	43	3	development	development	NOUN
iogr-1219	43	4	of	of	ADP
iogr-1219	43	5	artificial	artificial	ADJ
iogr-1219	43	6	intelligence	intelligence	NOUN
iogr-1219	43	7	techniques	technique	NOUN
iogr-1219	43	8	,	,	PUNCT
iogr-1219	43	9	researchers	researcher	NOUN
iogr-1219	43	10	can	can	AUX
iogr-1219	43	11	build	build	VERB
iogr-1219	43	12	and	and	CCONJ
iogr-1219	43	13	apply	apply	VERB
iogr-1219	43	14	the	the	DET
iogr-1219	43	15	required	require	VERB
iogr-1219	43	16	models	model	NOUN
iogr-1219	43	17	in	in	ADP
iogr-1219	43	18	different	different	ADJ
iogr-1219	43	19	fields	field	NOUN
iogr-1219	43	20	.	.	PUNCT
iogr-1219	44	1	table	table	NOUN
iogr-1219	44	2	1	1	NUM
iogr-1219	44	3	shows	show	VERB
iogr-1219	44	4	the	the	DET
iogr-1219	44	5	research	research	NOUN
iogr-1219	44	6	related	relate	VERB
iogr-1219	44	7	to	to	ADP
iogr-1219	44	8	machine	machine	NOUN
iogr-1219	44	9	learning	learn	VERB
iogr-1219	44	10	algorithms	algorithm	NOUN
iogr-1219	44	11	for	for	ADP
iogr-1219	44	12	mmp	mmp	PROPN
iogr-1219	44	13	prediction	prediction	PROPN
iogr-1219	44	14	.	.	PUNCT
iogr-1219	45	1	table	table	NOUN
iogr-1219	45	2	1	1	NUM
iogr-1219	45	3	-	-	PUNCT
iogr-1219	45	4	-related	-relate	VERB
iogr-1219	45	5	works	work	NOUN
iogr-1219	45	6	on	on	ADP
iogr-1219	45	7	machine	machine	NOUN
iogr-1219	45	8	learning	learn	VERB
iogr-1219	45	9	based	base	VERB
iogr-1219	45	10	-	-	PUNCT
iogr-1219	45	11	mmp	mmp	PROPN
iogr-1219	45	12	prediction	prediction	NOUN
iogr-1219	45	13	model	model	NOUN
iogr-1219	45	14	.	.	PUNCT
iogr-1219	46	1	ref	ref	PROPN
iogr-1219	46	2	.	.	PUNCT
iogr-1219	47	1	data	datum	NOUN
iogr-1219	47	2	model	model	PROPN
iogr-1219	47	3	optimization	optimization	NOUN
iogr-1219	47	4	algorithm	algorithm	NOUN
iogr-1219	47	5	output	output	NOUN
iogr-1219	47	6	input	input	NOUN
iogr-1219	47	7	parameters	parameter	NOUN
iogr-1219	47	8	mousavi	mousavi	PROPN
iogr-1219	47	9	et	et	PROPN
iogr-1219	47	10	al	al	PROPN
iogr-1219	47	11	.	.	PROPN
iogr-1219	47	12	2008	2008	NUM
iogr-1219	47	13	44	44	NUM
iogr-1219	47	14	lssvm	lssvm	NOUN
iogr-1219	47	15	pure	pure	ADJ
iogr-1219	47	16	and	and	CCONJ
iogr-1219	47	17	impure	impure	NOUN
iogr-1219	47	18	co2	co2	VERB
iogr-1219	47	19	mmp	mmp	PROPN
iogr-1219	47	20	5	5	NUM
iogr-1219	47	21	chen	chen	PROPN
iogr-1219	47	22	et	et	PROPN
iogr-1219	47	23	al	al	PROPN
iogr-1219	47	24	.	.	PROPN
iogr-1219	47	25	2014	2014	NUM
iogr-1219	47	26	85	85	NUM
iogr-1219	47	27	ann	ann	PROPN
iogr-1219	47	28	ga	ga	PROPN
iogr-1219	47	29	pure	pure	ADJ
iogr-1219	47	30	and	and	CCONJ
iogr-1219	47	31	impure	impure	NOUN
iogr-1219	47	32	co2	co2	VERB
iogr-1219	47	33	mmp	mmp	PROPN
iogr-1219	47	34	10	10	NUM
iogr-1219	47	35	choubineh	choubineh	PROPN
iogr-1219	47	36	et	et	PROPN
iogr-1219	47	37	al	al	PROPN
iogr-1219	47	38	.	.	PROPN
iogr-1219	47	39	2019	2019	NUM
iogr-1219	47	40	251	251	NUM
iogr-1219	47	41	ann	ann	PROPN
iogr-1219	47	42	mmp	mmp	PROPN
iogr-1219	47	43	of	of	ADP
iogr-1219	47	44	different	different	ADJ
iogr-1219	47	45	injected	inject	VERB
iogr-1219	47	46	gas	gas	NOUN
iogr-1219	47	47	and	and	CCONJ
iogr-1219	47	48	crude	crude	ADJ
iogr-1219	47	49	oil	oil	NOUN
iogr-1219	47	50	dong	dong	NOUN
iogr-1219	47	51	et	et	PROPN
iogr-1219	47	52	al	al	PROPN
iogr-1219	47	53	.	.	PROPN
iogr-1219	47	54	2019	2019	NUM
iogr-1219	47	55	ann	ann	PROPN
iogr-1219	47	56	l2	l2	NOUN
iogr-1219	47	57	regularization	regularization	NOUN
iogr-1219	47	58	、	、	NOUN
iogr-1219	47	59	dropout	dropout	PROPN
iogr-1219	47	60	mmp	mmp	PROPN
iogr-1219	47	61	saeedi	saeedi	PROPN
iogr-1219	47	62	and	and	CCONJ
iogr-1219	47	63	soleimani	soleimani	PROPN
iogr-1219	47	64	2020	2020	NUM
iogr-1219	47	65	144	144	NUM
iogr-1219	47	66	ann	ann	PROPN
iogr-1219	47	67	tlbo、pso	tlbo、pso	PROPN
iogr-1219	47	68	pure	pure	ADJ
iogr-1219	47	69	and	and	CCONJ
iogr-1219	47	70	impure	impure	NOUN
iogr-1219	47	71	co2mmp	co2mmp	NOUN
iogr-1219	47	72	8	8	NUM
iogr-1219	48	1	tian	tian	PROPN
iogr-1219	48	2	et	et	PROPN
iogr-1219	48	3	al	al	PROPN
iogr-1219	48	4	.	.	PROPN
iogr-1219	48	5	2020	2020	NUM
iogr-1219	48	6	152	152	NUM
iogr-1219	48	7	bp	bp	PROPN
iogr-1219	49	1	abc、da	abc、da	PROPN
iogr-1219	49	2	pure	pure	ADJ
iogr-1219	49	3	and	and	CCONJ
iogr-1219	49	4	impure	impure	NOUN
iogr-1219	49	5	co2	co2	NOUN
iogr-1219	49	6	mmp	mmp	PROPN
iogr-1219	49	7	5	5	NUM
iogr-1219	49	8	zhang	zhang	PROPN
iogr-1219	49	9	et	et	PROPN
iogr-1219	49	10	al	al	PROPN
iogr-1219	49	11	.	.	PROPN
iogr-1219	49	12	2020	2020	NUM
iogr-1219	49	13	170	170	NUM
iogr-1219	49	14	bp、rf、svm	bp、rf、svm	NOUN
iogr-1219	49	15	impure	impure	NOUN
iogr-1219	49	16	co2	co2	VERB
iogr-1219	49	17	mmp	mmp	PROPN
iogr-1219	49	18	6	6	NUM
iogr-1219	49	19	(	(	PUNCT
iogr-1219	49	20	lssvm	lssvm	PROPN
iogr-1219	49	21	:	:	PUNCT
iogr-1219	49	22	least	least	ADJ
iogr-1219	49	23	squares	square	NOUN
iogr-1219	49	24	support	support	VERB
iogr-1219	49	25	vector	vector	NOUN
iogr-1219	49	26	machines	machine	NOUN
iogr-1219	49	27	;	;	PUNCT
iogr-1219	49	28	bp	bp	PROPN
iogr-1219	49	29	:	:	PUNCT
iogr-1219	49	30	back	back	ADJ
iogr-1219	49	31	propagation	propagation	NOUN
iogr-1219	49	32	;	;	PUNCT
iogr-1219	49	33	rf	rf	ADJ
iogr-1219	49	34	:	:	PUNCT
iogr-1219	49	35	random	random	ADJ
iogr-1219	49	36	forest	forest	NOUN
iogr-1219	49	37	;	;	PUNCT
iogr-1219	49	38	svm	svm	ADJ
iogr-1219	49	39	:	:	PUNCT
iogr-1219	49	40	support	support	NOUN
iogr-1219	49	41	vector	vector	NOUN
iogr-1219	49	42	machines	machine	NOUN
iogr-1219	49	43	;	;	PUNCT
iogr-1219	49	44	tlbo	tlbo	PROPN
iogr-1219	49	45	:	:	PUNCT
iogr-1219	49	46	teaching	teach	VERB
iogr-1219	49	47	-	-	PUNCT
iogr-1219	49	48	learning	learning	NOUN
iogr-1219	49	49	-	-	PUNCT
iogr-1219	49	50	based	base	VERB
iogr-1219	49	51	optimization	optimization	NOUN
iogr-1219	49	52	;	;	PUNCT
iogr-1219	49	53	abc	abc	PROPN
iogr-1219	49	54	:	:	PUNCT
iogr-1219	49	55	artificial	artificial	ADJ
iogr-1219	49	56	bee	bee	NOUN
iogr-1219	49	57	colony	colony	NOUN
iogr-1219	49	58	;	;	PUNCT
iogr-1219	49	59	da	da	ADJ
iogr-1219	49	60	:	:	PUNCT
iogr-1219	49	61	dragonfly	dragonfly	NOUN
iogr-1219	49	62	algorithm	algorithm	PROPN
iogr-1219	49	63	)	)	PUNCT
iogr-1219	49	64	the	the	DET
iogr-1219	49	65	motivation	motivation	NOUN
iogr-1219	49	66	of	of	ADP
iogr-1219	49	67	this	this	DET
iogr-1219	49	68	work	work	NOUN
iogr-1219	49	69	is	be	AUX
iogr-1219	49	70	to	to	PART
iogr-1219	49	71	use	use	VERB
iogr-1219	49	72	an	an	DET
iogr-1219	49	73	optimization	optimization	NOUN
iogr-1219	49	74	algorithm	algorithm	NOUN
iogr-1219	49	75	to	to	PART
iogr-1219	49	76	automatically	automatically	ADV
iogr-1219	49	77	learn	learn	VERB
iogr-1219	49	78	an	an	DET
iogr-1219	49	79	efficient	efficient	ADJ
iogr-1219	49	80	architecture	architecture	NOUN
iogr-1219	49	81	and	and	CCONJ
iogr-1219	49	82	best	well	ADV
iogr-1219	49	83	set	set	NOUN
iogr-1219	49	84	of	of	ADP
iogr-1219	49	85	hyperparameters	hyperparameter	NOUN
iogr-1219	49	86	of	of	ADP
iogr-1219	49	87	machine	machine	NOUN
iogr-1219	49	88	learning	learn	VERB
iogr-1219	49	89	algorithms	algorithm	NOUN
iogr-1219	49	90	without	without	ADP
iogr-1219	49	91	much	much	ADJ
iogr-1219	49	92	human	human	ADJ
iogr-1219	49	93	intervention	intervention	NOUN
iogr-1219	49	94	.	.	PUNCT
iogr-1219	50	1	it	it	PRON
iogr-1219	50	2	is	be	AUX
iogr-1219	50	3	difficult	difficult	ADJ
iogr-1219	50	4	for	for	SCONJ
iogr-1219	50	5	human	human	ADJ
iogr-1219	50	6	experts	expert	NOUN
iogr-1219	50	7	to	to	PART
iogr-1219	50	8	select	select	VERB
iogr-1219	50	9	the	the	DET
iogr-1219	50	10	parameters	parameter	NOUN
iogr-1219	50	11	of	of	ADP
iogr-1219	50	12	machine	machine	NOUN
iogr-1219	50	13	learning	learn	VERB
iogr-1219	50	14	algorithms	algorithm	NOUN
iogr-1219	50	15	before	before	ADP
iogr-1219	50	16	applying	apply	VERB
iogr-1219	50	17	it	it	PRON
iogr-1219	50	18	to	to	PART
iogr-1219	50	19	solve	solve	VERB
iogr-1219	50	20	any	any	DET
iogr-1219	50	21	real	real	ADJ
iogr-1219	50	22	-	-	PUNCT
iogr-1219	50	23	world	world	NOUN
iogr-1219	50	24	problem	problem	NOUN
iogr-1219	50	25	.	.	PUNCT
iogr-1219	51	1	it	it	PRON
iogr-1219	51	2	usually	usually	ADV
iogr-1219	51	3	demands	demand	VERB
iogr-1219	51	4	human	human	ADJ
iogr-1219	51	5	expertise	expertise	NOUN
iogr-1219	51	6	and	and	CCONJ
iogr-1219	51	7	intensive	intensive	ADJ
iogr-1219	51	8	3	3	NUM
iogr-1219	51	9	efforts	effort	NOUN
iogr-1219	51	10	to	to	PART
iogr-1219	51	11	conduct	conduct	VERB
iogr-1219	51	12	experiments	experiment	NOUN
iogr-1219	51	13	on	on	ADP
iogr-1219	51	14	many	many	ADJ
iogr-1219	51	15	possible	possible	ADJ
iogr-1219	51	16	configurations	configuration	NOUN
iogr-1219	51	17	of	of	ADP
iogr-1219	51	18	algorithms	algorithm	NOUN
iogr-1219	51	19	parameters	parameter	NOUN
iogr-1219	51	20	to	to	PART
iogr-1219	51	21	finalize	finalize	VERB
iogr-1219	51	22	one	one	NUM
iogr-1219	51	23	with	with	ADP
iogr-1219	51	24	relatively	relatively	ADV
iogr-1219	51	25	better	well	ADJ
iogr-1219	51	26	performance	performance	NOUN
iogr-1219	51	27	.	.	PUNCT
iogr-1219	52	1	researchers	researcher	NOUN
iogr-1219	52	2	have	have	AUX
iogr-1219	52	3	developed	develop	VERB
iogr-1219	52	4	hybrid	hybrid	ADJ
iogr-1219	52	5	versions	version	NOUN
iogr-1219	52	6	of	of	ADP
iogr-1219	52	7	machine	machine	NOUN
iogr-1219	52	8	learning	learning	NOUN
iogr-1219	52	9	models	model	NOUN
iogr-1219	52	10	for	for	ADP
iogr-1219	52	11	the	the	DET
iogr-1219	52	12	optimization	optimization	NOUN
iogr-1219	52	13	of	of	ADP
iogr-1219	52	14	parameter	parameter	PROPN
iogr-1219	52	15	selection	selection	NOUN
iogr-1219	52	16	.	.	PUNCT
iogr-1219	53	1	particle	particle	NOUN
iogr-1219	53	2	swarm	swarm	NOUN
iogr-1219	53	3	optimization	optimization	NOUN
iogr-1219	53	4	(	(	PUNCT
iogr-1219	53	5	pso	pso	NOUN
iogr-1219	53	6	)	)	PUNCT
iogr-1219	53	7	is	be	AUX
iogr-1219	53	8	the	the	DET
iogr-1219	53	9	most	most	ADV
iogr-1219	53	10	preferred	preferred	ADJ
iogr-1219	53	11	selection	selection	NOUN
iogr-1219	53	12	of	of	ADP
iogr-1219	53	13	scholars	scholar	NOUN
iogr-1219	53	14	to	to	PART
iogr-1219	53	15	solve	solve	VERB
iogr-1219	53	16	optimization	optimization	NOUN
iogr-1219	53	17	problem	problem	NOUN
iogr-1219	53	18	as	as	SCONJ
iogr-1219	53	19	it	it	PRON
iogr-1219	53	20	has	have	VERB
iogr-1219	53	21	fewer	few	ADJ
iogr-1219	53	22	hyperparameters	hyperparameter	NOUN
iogr-1219	53	23	,	,	PUNCT
iogr-1219	53	24	a	a	DET
iogr-1219	53	25	simpler	simple	ADJ
iogr-1219	53	26	expression	expression	NOUN
iogr-1219	53	27	,	,	PUNCT
iogr-1219	53	28	and	and	CCONJ
iogr-1219	53	29	easy	easy	ADJ
iogr-1219	53	30	computation	computation	NOUN
iogr-1219	53	31	.	.	PUNCT
iogr-1219	54	1	based	base	VERB
iogr-1219	54	2	on	on	ADP
iogr-1219	54	3	previous	previous	ADJ
iogr-1219	54	4	studies	study	NOUN
iogr-1219	54	5	,	,	PUNCT
iogr-1219	54	6	this	this	DET
iogr-1219	54	7	paper	paper	NOUN
iogr-1219	54	8	introduces	introduce	VERB
iogr-1219	54	9	the	the	DET
iogr-1219	54	10	machine	machine	NOUN
iogr-1219	54	11	learning	learn	VERB
iogr-1219	54	12	algorithm	algorithm	NOUN
iogr-1219	54	13	to	to	PART
iogr-1219	54	14	establish	establish	VERB
iogr-1219	54	15	the	the	DET
iogr-1219	54	16	mmp	mmp	PROPN
iogr-1219	54	17	prediction	prediction	NOUN
iogr-1219	54	18	model	model	NOUN
iogr-1219	54	19	,	,	PUNCT
iogr-1219	54	20	and	and	CCONJ
iogr-1219	54	21	uses	use	VERB
iogr-1219	54	22	the	the	DET
iogr-1219	54	23	pso	pso	NOUN
iogr-1219	54	24	algorithm	algorithm	NOUN
iogr-1219	54	25	to	to	PART
iogr-1219	54	26	optimize	optimize	VERB
iogr-1219	54	27	ml	ml	ADP
iogr-1219	54	28	algorithm	algorithm	NOUN
iogr-1219	54	29	with	with	ADP
iogr-1219	54	30	the	the	DET
iogr-1219	54	31	best	good	ADJ
iogr-1219	54	32	performance	performance	NOUN
iogr-1219	54	33	to	to	PART
iogr-1219	54	34	establish	establish	VERB
iogr-1219	54	35	the	the	DET
iogr-1219	54	36	mmp	mmp	PROPN
iogr-1219	54	37	prediction	prediction	NOUN
iogr-1219	54	38	model	model	NOUN
iogr-1219	54	39	.	.	PUNCT
iogr-1219	55	1	the	the	DET
iogr-1219	55	2	rest	rest	NOUN
iogr-1219	55	3	of	of	ADP
iogr-1219	55	4	the	the	DET
iogr-1219	55	5	paper	paper	NOUN
iogr-1219	55	6	is	be	AUX
iogr-1219	55	7	structured	structure	VERB
iogr-1219	55	8	as	as	SCONJ
iogr-1219	55	9	follows	follow	VERB
iogr-1219	55	10	:	:	PUNCT
iogr-1219	55	11	section	section	NOUN
iogr-1219	55	12	2	2	NUM
iogr-1219	55	13	explains	explain	VERB
iogr-1219	55	14	the	the	DET
iogr-1219	55	15	proposed	propose	VERB
iogr-1219	55	16	pso	pso	NOUN
iogr-1219	55	17	-	-	PUNCT
iogr-1219	55	18	based	base	VERB
iogr-1219	55	19	gbdt	gbdt	NOUN
iogr-1219	55	20	model	model	NOUN
iogr-1219	55	21	architecture	architecture	NOUN
iogr-1219	55	22	;	;	PUNCT
iogr-1219	55	23	section	section	NOUN
iogr-1219	55	24	3	3	NUM
iogr-1219	55	25	briefly	briefly	NOUN
iogr-1219	55	26	presents	present	VERB
iogr-1219	55	27	data	datum	NOUN
iogr-1219	55	28	collected	collect	VERB
iogr-1219	55	29	,	,	PUNCT
iogr-1219	55	30	analyzes	analyze	VERB
iogr-1219	55	31	the	the	DET
iogr-1219	55	32	correlation	correlation	NOUN
iogr-1219	55	33	between	between	ADP
iogr-1219	55	34	each	each	DET
iogr-1219	55	35	parameter	parameter	NOUN
iogr-1219	55	36	and	and	CCONJ
iogr-1219	55	37	mmp	mmp	PROPN
iogr-1219	55	38	;	;	PUNCT
iogr-1219	55	39	section	section	NOUN
iogr-1219	55	40	4	4	NUM
iogr-1219	55	41	presents	present	VERB
iogr-1219	55	42	experimental	experimental	ADJ
iogr-1219	55	43	results	result	NOUN
iogr-1219	55	44	and	and	CCONJ
iogr-1219	55	45	discuss	discuss	VERB
iogr-1219	55	46	the	the	DET
iogr-1219	55	47	performance	performance	NOUN
iogr-1219	55	48	in	in	ADP
iogr-1219	55	49	terms	term	NOUN
iogr-1219	55	50	of	of	ADP
iogr-1219	55	51	accuracy	accuracy	NOUN
iogr-1219	55	52	;	;	PUNCT
iogr-1219	55	53	chapter	chapter	NOUN
iogr-1219	55	54	5	5	NUM
iogr-1219	55	55	concludes	conclude	VERB
iogr-1219	55	56	the	the	DET
iogr-1219	55	57	research	research	NOUN
iogr-1219	55	58	of	of	ADP
iogr-1219	55	59	this	this	DET
iogr-1219	55	60	paper	paper	NOUN
iogr-1219	55	61	.	.	PUNCT
iogr-1219	56	1	the	the	DET
iogr-1219	56	2	proposed	propose	VERB
iogr-1219	56	3	method	method	NOUN
iogr-1219	56	4	gradient	gradient	NOUN
iogr-1219	56	5	boosted	boost	VERB
iogr-1219	56	6	decision	decision	NOUN
iogr-1219	56	7	trees	tree	NOUN
iogr-1219	56	8	(	(	PUNCT
iogr-1219	56	9	gbdt	gbdt	PROPN
iogr-1219	56	10	)	)	PUNCT
iogr-1219	56	11	.	.	PUNCT
iogr-1219	57	1	gbdt	gbdt	NOUN
iogr-1219	57	2	was	be	AUX
iogr-1219	57	3	an	an	DET
iogr-1219	57	4	ensemble	ensemble	NOUN
iogr-1219	57	5	of	of	ADP
iogr-1219	57	6	gradient	gradient	NOUN
iogr-1219	57	7	boosting	boosting	NOUN
iogr-1219	57	8	and	and	CCONJ
iogr-1219	57	9	decision	decision	NOUN
iogr-1219	57	10	trees	tree	NOUN
iogr-1219	57	11	.	.	PUNCT
iogr-1219	58	1	the	the	DET
iogr-1219	58	2	algorithm	algorithm	NOUN
iogr-1219	58	3	classifies	classify	VERB
iogr-1219	58	4	or	or	CCONJ
iogr-1219	58	5	regresses	regress	VERB
iogr-1219	58	6	the	the	DET
iogr-1219	58	7	data	datum	NOUN
iogr-1219	58	8	by	by	ADP
iogr-1219	58	9	using	use	VERB
iogr-1219	58	10	an	an	DET
iogr-1219	58	11	additive	additive	ADJ
iogr-1219	58	12	model	model	NOUN
iogr-1219	58	13	(	(	PUNCT
iogr-1219	58	14	a	a	DET
iogr-1219	58	15	linear	linear	ADJ
iogr-1219	58	16	combination	combination	NOUN
iogr-1219	58	17	of	of	ADP
iogr-1219	58	18	basis	basis	NOUN
iogr-1219	58	19	functions	function	NOUN
iogr-1219	58	20	)	)	PUNCT
iogr-1219	58	21	and	and	CCONJ
iogr-1219	58	22	by	by	ADP
iogr-1219	58	23	continuously	continuously	ADV
iogr-1219	58	24	reducing	reduce	VERB
iogr-1219	58	25	the	the	DET
iogr-1219	58	26	residuals	residual	NOUN
iogr-1219	58	27	generated	generate	VERB
iogr-1219	58	28	by	by	ADP
iogr-1219	58	29	the	the	DET
iogr-1219	58	30	training	training	NOUN
iogr-1219	58	31	process	process	NOUN
iogr-1219	58	32	.	.	PUNCT
iogr-1219	59	1	gbdt	gbdt	NOUN
iogr-1219	59	2	is	be	AUX
iogr-1219	59	3	calculated	calculate	VERB
iogr-1219	59	4	through	through	ADP
iogr-1219	59	5	multiple	multiple	ADJ
iogr-1219	59	6	rounds	round	NOUN
iogr-1219	59	7	of	of	ADP
iogr-1219	59	8	iterations	iteration	NOUN
iogr-1219	59	9	,	,	PUNCT
iogr-1219	59	10	and	and	CCONJ
iogr-1219	59	11	each	each	DET
iogr-1219	59	12	iteration	iteration	NOUN
iogr-1219	59	13	generates	generate	VERB
iogr-1219	59	14	a	a	DET
iogr-1219	59	15	weak	weak	ADJ
iogr-1219	59	16	classifier	classifier	NOUN
iogr-1219	59	17	.	.	PUNCT
iogr-1219	60	1	each	each	DET
iogr-1219	60	2	classifier	classifier	NOUN
iogr-1219	60	3	is	be	AUX
iogr-1219	60	4	trained	train	VERB
iogr-1219	60	5	based	base	VERB
iogr-1219	60	6	on	on	ADP
iogr-1219	60	7	the	the	DET
iogr-1219	60	8	gradient	gradient	NOUN
iogr-1219	60	9	of	of	ADP
iogr-1219	60	10	the	the	DET
iogr-1219	60	11	previous	previous	ADJ
iogr-1219	60	12	classifier	classifier	NOUN
iogr-1219	60	13	(	(	PUNCT
iogr-1219	60	14	if	if	SCONJ
iogr-1219	60	15	the	the	DET
iogr-1219	60	16	loss	loss	NOUN
iogr-1219	60	17	function	function	NOUN
iogr-1219	60	18	is	be	AUX
iogr-1219	60	19	a	a	DET
iogr-1219	60	20	squared	squared	ADJ
iogr-1219	60	21	loss	loss	NOUN
iogr-1219	60	22	function	function	NOUN
iogr-1219	60	23	,	,	PUNCT
iogr-1219	60	24	the	the	DET
iogr-1219	60	25	gradient	gradient	NOUN
iogr-1219	60	26	is	be	AUX
iogr-1219	60	27	the	the	DET
iogr-1219	60	28	residual	residual	ADJ
iogr-1219	60	29	value	value	NOUN
iogr-1219	60	30	)	)	PUNCT
iogr-1219	60	31	.	.	PUNCT
iogr-1219	61	1	the	the	DET
iogr-1219	61	2	requirements	requirement	NOUN
iogr-1219	61	3	for	for	ADP
iogr-1219	61	4	weak	weak	ADJ
iogr-1219	61	5	classifiers	classifier	NOUN
iogr-1219	61	6	are	be	AUX
iogr-1219	61	7	generally	generally	ADV
iogr-1219	61	8	simple	simple	ADJ
iogr-1219	61	9	enough	enough	ADV
iogr-1219	61	10	and	and	CCONJ
iogr-1219	61	11	have	have	VERB
iogr-1219	61	12	low	low	ADJ
iogr-1219	61	13	variances	variance	NOUN
iogr-1219	61	14	and	and	CCONJ
iogr-1219	61	15	high	high	ADJ
iogr-1219	61	16	biases	bias	NOUN
iogr-1219	61	17	.	.	PUNCT
iogr-1219	62	1	in	in	ADP
iogr-1219	62	2	the	the	DET
iogr-1219	62	3	training	training	NOUN
iogr-1219	62	4	process	process	NOUN
iogr-1219	62	5	reducing	reduce	VERB
iogr-1219	62	6	the	the	DET
iogr-1219	62	7	deviation	deviation	NOUN
iogr-1219	62	8	continuously	continuously	ADV
iogr-1219	62	9	improves	improve	VERB
iogr-1219	62	10	the	the	DET
iogr-1219	62	11	accuracy	accuracy	NOUN
iogr-1219	62	12	of	of	ADP
iogr-1219	62	13	the	the	DET
iogr-1219	62	14	final	final	ADJ
iogr-1219	62	15	classifier	classifier	NOUN
iogr-1219	62	16	.	.	PUNCT
iogr-1219	63	1	the	the	DET
iogr-1219	63	2	final	final	ADJ
iogr-1219	63	3	total	total	NOUN
iogr-1219	63	4	classifier	classifier	NOUN
iogr-1219	63	5	is	be	AUX
iogr-1219	63	6	obtained	obtain	VERB
iogr-1219	63	7	by	by	ADP
iogr-1219	63	8	weighting	weight	VERB
iogr-1219	63	9	and	and	CCONJ
iogr-1219	63	10	summing	sum	VERB
iogr-1219	63	11	the	the	DET
iogr-1219	63	12	weak	weak	ADJ
iogr-1219	63	13	classifiers	classifier	NOUN
iogr-1219	63	14	obtained	obtain	VERB
iogr-1219	63	15	from	from	ADP
iogr-1219	63	16	each	each	DET
iogr-1219	63	17	round	round	NOUN
iogr-1219	63	18	of	of	ADP
iogr-1219	63	19	training	training	NOUN
iogr-1219	63	20	.	.	PUNCT
iogr-1219	64	1	the	the	DET
iogr-1219	64	2	general	general	ADJ
iogr-1219	64	3	steps	step	NOUN
iogr-1219	64	4	of	of	ADP
iogr-1219	64	5	gbdt	gbdt	NOUN
iogr-1219	64	6	are	be	AUX
iogr-1219	64	7	shown	show	VERB
iogr-1219	64	8	in	in	ADP
iogr-1219	64	9	figure	figure	NOUN
iogr-1219	64	10	1	1	NUM
iogr-1219	64	11	.	.	PUNCT
iogr-1219	65	1	for	for	ADP
iogr-1219	65	2	each	each	DET
iogr-1219	65	3	category	category	NOUN
iogr-1219	65	4	,	,	PUNCT
iogr-1219	65	5	a	a	DET
iogr-1219	65	6	regression	regression	NOUN
iogr-1219	65	7	tree	tree	NOUN
iogr-1219	65	8	is	be	AUX
iogr-1219	65	9	trained	train	VERB
iogr-1219	65	10	first	first	ADV
iogr-1219	65	11	,	,	PUNCT
iogr-1219	65	12	and	and	CCONJ
iogr-1219	65	13	the	the	DET
iogr-1219	65	14	residuals	residual	NOUN
iogr-1219	65	15	are	be	AUX
iogr-1219	65	16	calculated	calculate	VERB
iogr-1219	65	17	for	for	ADP
iogr-1219	65	18	each	each	DET
iogr-1219	65	19	category	category	NOUN
iogr-1219	65	20	separately	separately	ADV
iogr-1219	65	21	and	and	CCONJ
iogr-1219	65	22	repeated	repeat	VERB
iogr-1219	65	23	multiple	multiple	ADJ
iogr-1219	65	24	calculations	calculation	NOUN
iogr-1219	65	25	,	,	PUNCT
iogr-1219	65	26	and	and	CCONJ
iogr-1219	65	27	the	the	DET
iogr-1219	65	28	final	final	ADJ
iogr-1219	65	29	model	model	NOUN
iogr-1219	65	30	is	be	AUX
iogr-1219	65	31	obtained	obtain	VERB
iogr-1219	65	32	.	.	PUNCT
iogr-1219	66	1	when	when	SCONJ
iogr-1219	66	2	predicting	predict	VERB
iogr-1219	66	3	,	,	PUNCT
iogr-1219	66	4	the	the	DET
iogr-1219	66	5	category	category	NOUN
iogr-1219	66	6	with	with	ADP
iogr-1219	66	7	the	the	DET
iogr-1219	66	8	highest	high	ADJ
iogr-1219	66	9	probability	probability	NOUN
iogr-1219	66	10	is	be	AUX
iogr-1219	66	11	the	the	DET
iogr-1219	66	12	corresponding	correspond	VERB
iogr-1219	66	13	category	category	NOUN
iogr-1219	66	14	.	.	PUNCT
iogr-1219	67	1	figure	figure	NOUN
iogr-1219	67	2	1	1	NUM
iogr-1219	67	3	—	—	PUNCT
iogr-1219	67	4	gbdt	gbdt	NOUN
iogr-1219	67	5	algorithm	algorithm	NOUN
iogr-1219	67	6	training	training	NOUN
iogr-1219	67	7	process	process	NOUN
iogr-1219	67	8	diagram	diagram	NOUN
iogr-1219	67	9	.	.	PUNCT
iogr-1219	68	1	particle	particle	NOUN
iogr-1219	68	2	swarm	swarm	NOUN
iogr-1219	68	3	optimization	optimization	NOUN
iogr-1219	68	4	.	.	PUNCT
iogr-1219	69	1	pso	pso	NOUN
iogr-1219	69	2	was	be	AUX
iogr-1219	69	3	an	an	DET
iogr-1219	69	4	evolutionary	evolutionary	ADJ
iogr-1219	69	5	computation	computation	NOUN
iogr-1219	69	6	technique	technique	NOUN
iogr-1219	69	7	from	from	ADP
iogr-1219	69	8	the	the	DET
iogr-1219	69	9	study	study	NOUN
iogr-1219	69	10	of	of	ADP
iogr-1219	69	11	bird	bird	NOUN
iogr-1219	69	12	predation	predation	NOUN
iogr-1219	69	13	behavior	behavior	NOUN
iogr-1219	69	14	.	.	PUNCT
iogr-1219	70	1	it	it	PRON
iogr-1219	70	2	searches	search	VERB
iogr-1219	70	3	the	the	DET
iogr-1219	70	4	optimal	optimal	ADJ
iogr-1219	70	5	solution	solution	NOUN
iogr-1219	70	6	through	through	ADP
iogr-1219	70	7	collaboration	collaboration	NOUN
iogr-1219	70	8	and	and	CCONJ
iogr-1219	70	9	information	information	NOUN
iogr-1219	70	10	sharing	sharing	NOUN
iogr-1219	70	11	among	among	ADP
iogr-1219	70	12	individuals	individual	NOUN
iogr-1219	70	13	in	in	ADP
iogr-1219	70	14	the	the	DET
iogr-1219	70	15	group	group	NOUN
iogr-1219	70	16	.	.	PUNCT
iogr-1219	71	1	pso	pso	NOUN
iogr-1219	71	2	designed	design	VERB
iogr-1219	71	3	massless	massless	NOUN
iogr-1219	71	4	particle	particle	NOUN
iogr-1219	71	5	to	to	PART
iogr-1219	71	6	simulate	simulate	VERB
iogr-1219	71	7	the	the	DET
iogr-1219	71	8	birds	bird	NOUN
iogr-1219	71	9	in	in	ADP
iogr-1219	71	10	the	the	DET
iogr-1219	71	11	birds	bird	NOUN
iogr-1219	71	12	'	'	PART
iogr-1219	71	13	swarm	swarm	NOUN
iogr-1219	71	14	.	.	PUNCT
iogr-1219	72	1	the	the	DET
iogr-1219	72	2	particle	particle	NOUN
iogr-1219	72	3	has	have	VERB
iogr-1219	72	4	only	only	ADV
iogr-1219	72	5	two	two	NUM
iogr-1219	72	6	attributes	attribute	NOUN
iogr-1219	72	7	:	:	PUNCT
iogr-1219	72	8	speed	speed	NOUN
iogr-1219	72	9	and	and	CCONJ
iogr-1219	72	10	position	position	NOUN
iogr-1219	72	11	.	.	PUNCT
iogr-1219	73	1	each	each	DET
iogr-1219	73	2	particle	particle	NOUN
iogr-1219	73	3	individually	individually	ADV
iogr-1219	73	4	searches	search	VERB
iogr-1219	73	5	for	for	ADP
iogr-1219	73	6	the	the	DET
iogr-1219	73	7	optimal	optimal	ADJ
iogr-1219	73	8	solution	solution	NOUN
iogr-1219	73	9	in	in	ADP
iogr-1219	73	10	the	the	DET
iogr-1219	73	11	search	search	NOUN
iogr-1219	73	12	space	space	NOUN
iogr-1219	73	13	,	,	PUNCT
iogr-1219	73	14	which	which	PRON
iogr-1219	73	15	is	be	AUX
iogr-1219	73	16	recorded	record	VERB
iogr-1219	73	17	as	as	ADP
iogr-1219	73	18	the	the	DET
iogr-1219	73	19	current	current	ADJ
iogr-1219	73	20	individual	individual	ADJ
iogr-1219	73	21	extreme	extreme	NOUN
iogr-1219	73	22	and	and	CCONJ
iogr-1219	73	23	shares	share	VERB
iogr-1219	73	24	the	the	DET
iogr-1219	73	25	individual	individual	ADJ
iogr-1219	73	26	extreme	extreme	NOUN
iogr-1219	73	27	with	with	ADP
iogr-1219	73	28	the	the	DET
iogr-1219	73	29	other	other	ADJ
iogr-1219	73	30	particles	particle	NOUN
iogr-1219	73	31	in	in	ADP
iogr-1219	73	32	the	the	DET
iogr-1219	73	33	whole	whole	ADJ
iogr-1219	73	34	swarm	swarm	NOUN
iogr-1219	73	35	.	.	PUNCT
iogr-1219	74	1	all	all	DET
iogr-1219	74	2	the	the	DET
iogr-1219	74	3	particles	particle	NOUN
iogr-1219	74	4	in	in	ADP
iogr-1219	74	5	the	the	DET
iogr-1219	74	6	swarm	swarm	NOUN
iogr-1219	74	7	adjust	adjust	VERB
iogr-1219	74	8	their	their	PRON
iogr-1219	74	9	velocity	velocity	NOUN
iogr-1219	74	10	and	and	CCONJ
iogr-1219	74	11	position	position	NOUN
iogr-1219	74	12	according	accord	VERB
iogr-1219	74	13	to	to	ADP
iogr-1219	74	14	the	the	DET
iogr-1219	74	15	current	current	ADJ
iogr-1219	74	16	individual	individual	ADJ
iogr-1219	74	17	extreme	extreme	NOUN
iogr-1219	74	18	they	they	PRON
iogr-1219	74	19	find	find	VERB
iogr-1219	74	20	and	and	CCONJ
iogr-1219	74	21	the	the	DET
iogr-1219	74	22	current	current	ADJ
iogr-1219	74	23	global	global	ADJ
iogr-1219	74	24	optimal	optimal	ADJ
iogr-1219	74	25	solution	solution	NOUN
iogr-1219	74	26	shared	share	VERB
iogr-1219	74	27	by	by	ADP
iogr-1219	74	28	the	the	DET
iogr-1219	74	29	whole	whole	ADJ
iogr-1219	74	30	swarm	swarm	NOUN
iogr-1219	74	31	.	.	PUNCT
iogr-1219	75	1	the	the	DET
iogr-1219	75	2	process	process	NOUN
iogr-1219	75	3	of	of	ADP
iogr-1219	75	4	pso	pso	NOUN
iogr-1219	75	5	algorithm	algorithm	NOUN
iogr-1219	75	6	is	be	AUX
iogr-1219	75	7	illustrated	illustrate	VERB
iogr-1219	75	8	in	in	ADP
iogr-1219	75	9	figure	figure	NOUN
iogr-1219	75	10	2	2	NUM
iogr-1219	75	11	as	as	SCONJ
iogr-1219	75	12	follows	follow	VERB
iogr-1219	75	13	.	.	PUNCT
iogr-1219	76	1	4	4	NUM
iogr-1219	76	2	figure	figure	NOUN
iogr-1219	76	3	2	2	NUM
iogr-1219	76	4	—	—	PUNCT
iogr-1219	76	5	pso	pso	NOUN
iogr-1219	76	6	algorithm	algorithm	PROPN
iogr-1219	76	7	flowchart	flowchart	PROPN
iogr-1219	76	8	.	.	PUNCT
iogr-1219	77	1	experiments	experiment	VERB
iogr-1219	77	2	data	datum	NOUN
iogr-1219	77	3	collection	collection	NOUN
iogr-1219	77	4	and	and	CCONJ
iogr-1219	77	5	pre	pre	ADJ
iogr-1219	77	6	-	-	ADJ
iogr-1219	77	7	processing	processing	ADJ
iogr-1219	77	8	.	.	PUNCT
iogr-1219	78	1	to	to	PART
iogr-1219	78	2	establish	establish	VERB
iogr-1219	78	3	a	a	DET
iogr-1219	78	4	highly	highly	ADV
iogr-1219	78	5	reliable	reliable	ADJ
iogr-1219	78	6	intelligent	intelligent	ADJ
iogr-1219	78	7	model	model	NOUN
iogr-1219	78	8	,	,	PUNCT
iogr-1219	78	9	factors	factor	NOUN
iogr-1219	78	10	related	relate	VERB
iogr-1219	78	11	to	to	ADP
iogr-1219	78	12	reservoir	reservoir	VERB
iogr-1219	78	13	temperature	temperature	NOUN
iogr-1219	78	14	(	(	PUNCT
iogr-1219	78	15	t	t	NOUN
iogr-1219	78	16	)	)	PUNCT
iogr-1219	78	17	and	and	CCONJ
iogr-1219	78	18	relative	relative	ADJ
iogr-1219	78	19	molar	molar	ADJ
iogr-1219	78	20	fractions	fraction	NOUN
iogr-1219	78	21	(	(	PUNCT
iogr-1219	78	22	mol%	mol%	NOUN
iogr-1219	78	23	)	)	PUNCT
iogr-1219	78	24	of	of	ADP
iogr-1219	78	25	co2	co2	NOUN
iogr-1219	78	26	,	,	PUNCT
iogr-1219	78	27	n2	n2	NOUN
iogr-1219	78	28	,	,	PUNCT
iogr-1219	78	29	ch4	ch4	PROPN
iogr-1219	78	30	,	,	PUNCT
iogr-1219	78	31	and	and	CCONJ
iogr-1219	78	32	c2	c2	PROPN
iogr-1219	78	33	-	-	PUNCT
iogr-1219	78	34	cn	cn	PROPN
iogr-1219	78	35	were	be	AUX
iogr-1219	78	36	collected	collect	VERB
iogr-1219	78	37	as	as	ADP
iogr-1219	78	38	relevant	relevant	ADJ
iogr-1219	78	39	parameters	parameter	NOUN
iogr-1219	78	40	affecting	affect	VERB
iogr-1219	78	41	the	the	DET
iogr-1219	78	42	mmp	mmp	PROPN
iogr-1219	78	43	.	.	PUNCT
iogr-1219	79	1	this	this	DET
iogr-1219	79	2	paper	paper	NOUN
iogr-1219	79	3	collects	collect	VERB
iogr-1219	79	4	395	395	NUM
iogr-1219	79	5	data	datum	NOUN
iogr-1219	79	6	from	from	ADP
iogr-1219	79	7	a	a	DET
iogr-1219	79	8	large	large	ADJ
iogr-1219	79	9	number	number	NOUN
iogr-1219	79	10	of	of	ADP
iogr-1219	79	11	literature	literature	NOUN
iogr-1219	79	12	(	(	PUNCT
iogr-1219	79	13	lai	lai	PROPN
iogr-1219	79	14	et	et	PROPN
iogr-1219	79	15	al	al	PROPN
iogr-1219	79	16	.	.	PROPN
iogr-1219	79	17	2017	2017	NUM
iogr-1219	79	18	;	;	PUNCT
iogr-1219	79	19	cardenas	cardenas	PROPN
iogr-1219	79	20	et	et	PROPN
iogr-1219	79	21	al	al	PROPN
iogr-1219	79	22	.	.	PROPN
iogr-1219	79	23	1984	1984	NUM
iogr-1219	79	24	;	;	PUNCT
iogr-1219	79	25	eakin	eakin	PROPN
iogr-1219	79	26	and	and	CCONJ
iogr-1219	79	27	mitch	mitch	PROPN
iogr-1219	79	28	1988	1988	NUM
iogr-1219	79	29	;	;	PUNCT
iogr-1219	79	30	graue	graue	NOUN
iogr-1219	79	31	and	and	CCONJ
iogr-1219	79	32	zana	zana	PROPN
iogr-1219	79	33	1981	1981	NUM
iogr-1219	79	34	;	;	PUNCT
iogr-1219	79	35	kanatbayev	kanatbayev	PROPN
iogr-1219	79	36	et	et	PROPN
iogr-1219	79	37	al	al	PROPN
iogr-1219	79	38	.	.	PROPN
iogr-1219	79	39	2015	2015	NUM
iogr-1219	79	40	;	;	PUNCT
iogr-1219	79	41	spence	spence	NOUN
iogr-1219	79	42	and	and	CCONJ
iogr-1219	79	43	watkins	watkin	NOUN
iogr-1219	79	44	1980	1980	NUM
iogr-1219	79	45	;	;	PUNCT
iogr-1219	79	46	harmon	harmon	PROPN
iogr-1219	79	47	and	and	CCONJ
iogr-1219	79	48	reid	reid	PROPN
iogr-1219	79	49	1988	1988	NUM
iogr-1219	79	50	;	;	PUNCT
iogr-1219	79	51	thakur	thakur	PROPN
iogr-1219	79	52	et	et	PROPN
iogr-1219	79	53	al	al	PROPN
iogr-1219	79	54	.	.	PROPN
iogr-1219	79	55	1984	1984	NUM
iogr-1219	79	56	;	;	PUNCT
iogr-1219	79	57	zhang	zhang	PROPN
iogr-1219	79	58	et	et	PROPN
iogr-1219	79	59	al	al	PROPN
iogr-1219	79	60	.	.	PROPN
iogr-1219	79	61	2016	2016	NUM
iogr-1219	79	62	;	;	PUNCT
iogr-1219	79	63	al	al	PROPN
iogr-1219	79	64	-	-	PUNCT
iogr-1219	79	65	ajmi	ajmi	PROPN
iogr-1219	79	66	et	et	PROPN
iogr-1219	79	67	al	al	PROPN
iogr-1219	79	68	.	.	PROPN
iogr-1219	79	69	2009	2009	NUM
iogr-1219	79	70	;	;	PUNCT
iogr-1219	79	71	glasø	glasø	ADJ
iogr-1219	79	72	1985	1985	NUM
iogr-1219	79	73	;	;	PUNCT
iogr-1219	79	74	dicharry	dicharry	VERB
iogr-1219	79	75	et	et	PROPN
iogr-1219	79	76	al	al	PROPN
iogr-1219	79	77	.	.	PROPN
iogr-1219	79	78	1973	1973	NUM
iogr-1219	79	79	;	;	PUNCT
iogr-1219	79	80	henry	henry	PROPN
iogr-1219	79	81	and	and	CCONJ
iogr-1219	79	82	robert	robert	PROPN
iogr-1219	79	83	1983	1983	NUM
iogr-1219	79	84	;	;	PUNCT
iogr-1219	79	85	khan	khan	PROPN
iogr-1219	79	86	et	et	PROPN
iogr-1219	79	87	al	al	PROPN
iogr-1219	79	88	.	.	PROPN
iogr-1219	79	89	1992	1992	NUM
iogr-1219	79	90	)	)	PUNCT
iogr-1219	79	91	including	include	VERB
iogr-1219	79	92	laboratory	laboratory	NOUN
iogr-1219	79	93	measurement	measurement	NOUN
iogr-1219	79	94	data	datum	NOUN
iogr-1219	79	95	and	and	CCONJ
iogr-1219	79	96	numerical	numerical	PROPN
iogr-1219	79	97	simulation	simulation	PROPN
iogr-1219	79	98	data	data	PROPN
iogr-1219	79	99	.	.	PUNCT
iogr-1219	80	1	195	195	NUM
iogr-1219	80	2	sets	set	NOUN
iogr-1219	80	3	of	of	ADP
iogr-1219	80	4	experimental	experimental	ADJ
iogr-1219	80	5	data	datum	NOUN
iogr-1219	80	6	were	be	AUX
iogr-1219	80	7	obtained	obtain	VERB
iogr-1219	80	8	after	after	ADP
iogr-1219	80	9	sorting	sort	VERB
iogr-1219	80	10	and	and	CCONJ
iogr-1219	80	11	screening	screen	VERB
iogr-1219	80	12	for	for	ADP
iogr-1219	80	13	machine	machine	NOUN
iogr-1219	80	14	learning	learning	NOUN
iogr-1219	80	15	.	.	PUNCT
iogr-1219	81	1	as	as	SCONJ
iogr-1219	81	2	shown	show	VERB
iogr-1219	81	3	in	in	ADP
iogr-1219	81	4	figure	figure	NOUN
iogr-1219	81	5	3	3	NUM
iogr-1219	81	6	,	,	PUNCT
iogr-1219	81	7	the	the	DET
iogr-1219	81	8	temperature	temperature	NOUN
iogr-1219	81	9	,	,	PUNCT
iogr-1219	81	10	t	t	PROPN
iogr-1219	81	11	,	,	PUNCT
iogr-1219	81	12	ranges	range	VERB
iogr-1219	81	13	mainly	mainly	ADV
iogr-1219	81	14	between	between	ADP
iogr-1219	81	15	50	50	NUM
iogr-1219	81	16	and	and	CCONJ
iogr-1219	81	17	100	100	NUM
iogr-1219	81	18	°	°	NOUN
iogr-1219	81	19	c	c	NOUN
iogr-1219	81	20	;	;	PUNCT
iogr-1219	81	21	the	the	DET
iogr-1219	81	22	molar	molar	ADJ
iogr-1219	81	23	fraction	fraction	NOUN
iogr-1219	81	24	of	of	ADP
iogr-1219	81	25	co2	co2	NOUN
iogr-1219	81	26	mainly	mainly	ADV
iogr-1219	81	27	concentrates	concentrate	VERB
iogr-1219	81	28	between	between	ADP
iogr-1219	81	29	0	0	NUM
iogr-1219	81	30	and	and	CCONJ
iogr-1219	81	31	25	25	NUM
iogr-1219	81	32	%	%	NOUN
iogr-1219	81	33	;	;	PUNCT
iogr-1219	81	34	the	the	DET
iogr-1219	81	35	molar	molar	ADJ
iogr-1219	81	36	fraction	fraction	NOUN
iogr-1219	81	37	of	of	ADP
iogr-1219	81	38	n2	n2	NOUN
iogr-1219	81	39	is	be	AUX
iogr-1219	81	40	mainly	mainly	ADV
iogr-1219	81	41	from	from	ADP
iogr-1219	81	42	0	0	NUM
iogr-1219	81	43	to	to	PART
iogr-1219	81	44	10	10	NUM
iogr-1219	81	45	%	%	NOUN
iogr-1219	81	46	;	;	PUNCT
iogr-1219	81	47	the	the	DET
iogr-1219	81	48	component	component	NOUN
iogr-1219	81	49	molar	molar	ADJ
iogr-1219	81	50	fraction	fraction	NOUN
iogr-1219	81	51	of	of	ADP
iogr-1219	81	52	c1	c1	PROPN
iogr-1219	81	53	mainly	mainly	ADV
iogr-1219	81	54	concentrates	concentrate	VERB
iogr-1219	81	55	between	between	ADP
iogr-1219	81	56	0	0	NUM
iogr-1219	81	57	and	and	CCONJ
iogr-1219	81	58	60	60	NUM
iogr-1219	81	59	%	%	NOUN
iogr-1219	81	60	;	;	PUNCT
iogr-1219	81	61	the	the	DET
iogr-1219	81	62	component	component	NOUN
iogr-1219	81	63	molar	molar	ADJ
iogr-1219	81	64	fraction	fraction	NOUN
iogr-1219	81	65	of	of	ADP
iogr-1219	81	66	c2	c2	PROPN
iogr-1219	81	67	~	~	PROPN
iogr-1219	81	68	c5	c5	PROPN
iogr-1219	81	69	distributes	distribute	VERB
iogr-1219	81	70	between	between	ADP
iogr-1219	81	71	0	0	NUM
iogr-1219	81	72	and	and	CCONJ
iogr-1219	81	73	10	10	NUM
iogr-1219	81	74	%	%	NOUN
iogr-1219	81	75	;	;	PUNCT
iogr-1219	81	76	the	the	DET
iogr-1219	81	77	component	component	NOUN
iogr-1219	81	78	molar	molar	ADJ
iogr-1219	81	79	fraction	fraction	NOUN
iogr-1219	81	80	of	of	ADP
iogr-1219	81	81	c6	c6	PROPN
iogr-1219	81	82	ranges	range	VERB
iogr-1219	81	83	from	from	ADP
iogr-1219	81	84	0	0	NUM
iogr-1219	81	85	to	to	PART
iogr-1219	81	86	5	5	NUM
iogr-1219	81	87	%	%	NOUN
iogr-1219	81	88	;	;	PUNCT
iogr-1219	81	89	the	the	DET
iogr-1219	81	90	molar	molar	ADJ
iogr-1219	81	91	fractions	fraction	NOUN
iogr-1219	81	92	of	of	ADP
iogr-1219	81	93	c7	c7	PROPN
iogr-1219	81	94	+	+	NUM
iogr-1219	81	95	ranges	range	NOUN
iogr-1219	81	96	between	between	ADP
iogr-1219	81	97	0	0	NUM
iogr-1219	81	98	and	and	CCONJ
iogr-1219	81	99	75	75	NUM
iogr-1219	81	100	%	%	NOUN
iogr-1219	81	101	;	;	PUNCT
iogr-1219	81	102	mmp	mmp	PROPN
iogr-1219	81	103	values	value	NOUN
iogr-1219	81	104	mainly	mainly	ADV
iogr-1219	81	105	concentrates	concentrate	VERB
iogr-1219	81	106	between	between	ADP
iogr-1219	81	107	10	10	NUM
iogr-1219	81	108	and	and	CCONJ
iogr-1219	81	109	40	40	NUM
iogr-1219	81	110	mpa	mpa	NOUN
iogr-1219	81	111	.	.	PUNCT
iogr-1219	82	1	correlation	correlation	NOUN
iogr-1219	82	2	analysis	analysis	NOUN
iogr-1219	82	3	.	.	PUNCT
iogr-1219	83	1	affected	affect	VERB
iogr-1219	83	2	by	by	ADP
iogr-1219	83	3	the	the	DET
iogr-1219	83	4	diversity	diversity	NOUN
iogr-1219	83	5	of	of	ADP
iogr-1219	83	6	crude	crude	ADJ
iogr-1219	83	7	oil	oil	NOUN
iogr-1219	83	8	components	component	NOUN
iogr-1219	83	9	,	,	PUNCT
iogr-1219	83	10	it	it	PRON
iogr-1219	83	11	is	be	AUX
iogr-1219	83	12	necessary	necessary	ADJ
iogr-1219	83	13	to	to	PART
iogr-1219	83	14	analyze	analyze	VERB
iogr-1219	83	15	the	the	DET
iogr-1219	83	16	correlation	correlation	NOUN
iogr-1219	83	17	between	between	ADP
iogr-1219	83	18	different	different	ADJ
iogr-1219	83	19	components	component	NOUN
iogr-1219	83	20	and	and	CCONJ
iogr-1219	83	21	mmp	mmp	PROPN
iogr-1219	83	22	.	.	PUNCT
iogr-1219	84	1	the	the	DET
iogr-1219	84	2	interaction	interaction	NOUN
iogr-1219	84	3	between	between	ADP
iogr-1219	84	4	the	the	DET
iogr-1219	84	5	various	various	ADJ
iogr-1219	84	6	components	component	NOUN
iogr-1219	84	7	also	also	ADV
iogr-1219	84	8	has	have	VERB
iogr-1219	84	9	a	a	DET
iogr-1219	84	10	certain	certain	ADJ
iogr-1219	84	11	effect	effect	NOUN
iogr-1219	84	12	on	on	ADP
iogr-1219	84	13	mmp	mmp	PROPN
iogr-1219	84	14	.	.	PUNCT
iogr-1219	84	15	temperature	temperature	NOUN
iogr-1219	84	16	and	and	CCONJ
iogr-1219	84	17	molar	molar	ADJ
iogr-1219	84	18	percentages	percentage	NOUN
iogr-1219	84	19	of	of	ADP
iogr-1219	84	20	each	each	DET
iogr-1219	84	21	component	component	NOUN
iogr-1219	84	22	were	be	AUX
iogr-1219	84	23	used	use	VERB
iogr-1219	84	24	as	as	ADP
iogr-1219	84	25	the	the	DET
iogr-1219	84	26	influencing	influence	VERB
iogr-1219	84	27	factors	factor	NOUN
iogr-1219	84	28	to	to	PART
iogr-1219	84	29	predict	predict	VERB
iogr-1219	85	1	mmp	mmp	PROPN
iogr-1219	85	2	.	.	PROPN
iogr-1219	86	1	pearson	pearson	PROPN
iogr-1219	86	2	's	's	PART
iogr-1219	86	3	method	method	NOUN
iogr-1219	86	4	was	be	AUX
iogr-1219	86	5	used	use	VERB
iogr-1219	86	6	to	to	PART
iogr-1219	86	7	characterize	characterize	VERB
iogr-1219	86	8	the	the	DET
iogr-1219	86	9	correlation	correlation	NOUN
iogr-1219	86	10	between	between	ADP
iogr-1219	86	11	each	each	DET
iogr-1219	86	12	component	component	NOUN
iogr-1219	86	13	and	and	CCONJ
iogr-1219	86	14	mmp	mmp	PROPN
iogr-1219	86	15	.	.	PROPN
iogr-1219	87	1	as	as	SCONJ
iogr-1219	87	2	shown	show	VERB
iogr-1219	87	3	in	in	ADP
iogr-1219	87	4	figure	figure	NOUN
iogr-1219	87	5	4	4	NUM
iogr-1219	87	6	,	,	PUNCT
iogr-1219	87	7	the	the	DET
iogr-1219	87	8	factors	factor	NOUN
iogr-1219	87	9	with	with	ADP
iogr-1219	87	10	the	the	DET
iogr-1219	87	11	greatest	great	ADJ
iogr-1219	87	12	influence	influence	NOUN
iogr-1219	87	13	on	on	ADP
iogr-1219	87	14	mmp	mmp	PROPN
iogr-1219	87	15	was	be	AUX
iogr-1219	87	16	the	the	DET
iogr-1219	87	17	reservoir	reservoir	NOUN
iogr-1219	87	18	temperature	temperature	NOUN
iogr-1219	87	19	,	,	PUNCT
iogr-1219	87	20	followed	follow	VERB
iogr-1219	87	21	by	by	ADP
iogr-1219	87	22	the	the	DET
iogr-1219	87	23	molar	molar	ADJ
iogr-1219	87	24	fraction	fraction	NOUN
iogr-1219	87	25	of	of	ADP
iogr-1219	87	26	the	the	DET
iogr-1219	87	27	carbon	carbon	NOUN
iogr-1219	87	28	component	component	NOUN
iogr-1219	87	29	.	.	PUNCT
iogr-1219	88	1	the	the	DET
iogr-1219	88	2	molar	molar	ADJ
iogr-1219	88	3	fractions	fraction	NOUN
iogr-1219	88	4	of	of	ADP
iogr-1219	88	5	co2	co2	NOUN
iogr-1219	88	6	and	and	CCONJ
iogr-1219	88	7	n2	n2	NOUN
iogr-1219	88	8	have	have	VERB
iogr-1219	88	9	little	little	ADJ
iogr-1219	88	10	influence	influence	NOUN
iogr-1219	88	11	on	on	ADP
iogr-1219	88	12	mmp	mmp	PROPN
iogr-1219	88	13	.	.	PROPN
iogr-1219	88	14	5	5	NUM
iogr-1219	88	15	figure	figure	NOUN
iogr-1219	88	16	3	3	NUM
iogr-1219	88	17	—	—	PUNCT
iogr-1219	88	18	input	input	NOUN
iogr-1219	88	19	parameter	parameter	NOUN
iogr-1219	88	20	distribution	distribution	NOUN
iogr-1219	88	21	.	.	PUNCT
iogr-1219	89	1	figure	figure	NOUN
iogr-1219	89	2	4	4	NUM
iogr-1219	89	3	—	—	PUNCT
iogr-1219	89	4	schematic	schematic	ADJ
iogr-1219	89	5	diagram	diagram	NOUN
iogr-1219	89	6	of	of	ADP
iogr-1219	89	7	group	group	NOUN
iogr-1219	89	8	correlation	correlation	NOUN
iogr-1219	89	9	analysis	analysis	NOUN
iogr-1219	89	10	.	.	PUNCT
iogr-1219	90	1	6	6	NUM
iogr-1219	90	2	result	result	NOUN
iogr-1219	90	3	and	and	CCONJ
iogr-1219	90	4	discussion	discussion	VERB
iogr-1219	90	5	the	the	DET
iogr-1219	90	6	selection	selection	NOUN
iogr-1219	90	7	of	of	ADP
iogr-1219	90	8	proper	proper	ADJ
iogr-1219	90	9	hyperparameters	hyperparameter	NOUN
iogr-1219	90	10	of	of	ADP
iogr-1219	90	11	a	a	DET
iogr-1219	90	12	gbdt	gbdt	NOUN
iogr-1219	90	13	model	model	NOUN
iogr-1219	90	14	is	be	AUX
iogr-1219	90	15	very	very	ADV
iogr-1219	90	16	time	time	NOUN
iogr-1219	90	17	-	-	PUNCT
iogr-1219	90	18	consuming	consume	VERB
iogr-1219	90	19	process	process	NOUN
iogr-1219	90	20	when	when	SCONJ
iogr-1219	90	21	it	it	PRON
iogr-1219	90	22	is	be	AUX
iogr-1219	90	23	to	to	PART
iogr-1219	90	24	be	be	AUX
iogr-1219	90	25	decided	decide	VERB
iogr-1219	90	26	on	on	ADP
iogr-1219	90	27	a	a	DET
iogr-1219	90	28	trial	trial	NOUN
iogr-1219	90	29	-	-	PUNCT
iogr-1219	90	30	and	and	CCONJ
iogr-1219	90	31	-	-	PUNCT
iogr-1219	90	32	error	error	NOUN
iogr-1219	90	33	basis	basis	NOUN
iogr-1219	90	34	.	.	PUNCT
iogr-1219	91	1	thus	thus	ADV
iogr-1219	91	2	,	,	PUNCT
iogr-1219	91	3	it	it	PRON
iogr-1219	91	4	is	be	AUX
iogr-1219	91	5	required	require	VERB
iogr-1219	91	6	to	to	PART
iogr-1219	91	7	develop	develop	VERB
iogr-1219	91	8	an	an	DET
iogr-1219	91	9	automated	automate	VERB
iogr-1219	91	10	approach	approach	NOUN
iogr-1219	91	11	which	which	PRON
iogr-1219	91	12	can	can	AUX
iogr-1219	91	13	reach	reach	VERB
iogr-1219	91	14	to	to	ADP
iogr-1219	91	15	the	the	DET
iogr-1219	91	16	best	good	ADJ
iogr-1219	91	17	gbdt	gbdt	NOUN
iogr-1219	91	18	model	model	NOUN
iogr-1219	91	19	with	with	ADP
iogr-1219	91	20	minimal	minimal	ADJ
iogr-1219	91	21	human	human	ADJ
iogr-1219	91	22	expertise	expertise	NOUN
iogr-1219	91	23	and	and	CCONJ
iogr-1219	91	24	efforts	effort	NOUN
iogr-1219	91	25	.	.	PUNCT
iogr-1219	92	1	the	the	DET
iogr-1219	92	2	proposed	propose	VERB
iogr-1219	92	3	work	work	NOUN
iogr-1219	92	4	uses	use	VERB
iogr-1219	92	5	the	the	DET
iogr-1219	92	6	random	random	ADJ
iogr-1219	92	7	but	but	CCONJ
iogr-1219	92	8	guided	guide	VERB
iogr-1219	92	9	nature	nature	NOUN
iogr-1219	92	10	of	of	ADP
iogr-1219	92	11	pso	pso	NOUN
iogr-1219	92	12	to	to	PART
iogr-1219	92	13	find	find	VERB
iogr-1219	92	14	the	the	DET
iogr-1219	92	15	best	good	ADJ
iogr-1219	92	16	gbdt	gbdt	NOUN
iogr-1219	92	17	model	model	NOUN
iogr-1219	92	18	.	.	PUNCT
iogr-1219	93	1	it	it	PRON
iogr-1219	93	2	optimizes	optimize	VERB
iogr-1219	93	3	its	its	PRON
iogr-1219	93	4	hyperparameters	hyperparameter	NOUN
iogr-1219	93	5	on	on	ADP
iogr-1219	93	6	a	a	DET
iogr-1219	93	7	given	give	VERB
iogr-1219	93	8	dataset	dataset	NOUN
iogr-1219	93	9	in	in	ADP
iogr-1219	93	10	predefined	predefine	VERB
iogr-1219	93	11	search	search	NOUN
iogr-1219	93	12	-	-	PUNCT
iogr-1219	93	13	space	space	NOUN
iogr-1219	93	14	.	.	PUNCT
iogr-1219	94	1	after	after	SCONJ
iogr-1219	94	2	data	datum	NOUN
iogr-1219	94	3	pre	pre	ADJ
iogr-1219	94	4	-	-	ADJ
iogr-1219	94	5	processing	processing	ADJ
iogr-1219	94	6	and	and	CCONJ
iogr-1219	94	7	correlation	correlation	NOUN
iogr-1219	94	8	analysis	analysis	NOUN
iogr-1219	94	9	,	,	PUNCT
iogr-1219	94	10	ten	ten	NUM
iogr-1219	94	11	parameters	parameter	NOUN
iogr-1219	94	12	,	,	PUNCT
iogr-1219	94	13	including	include	VERB
iogr-1219	94	14	t	t	PROPN
iogr-1219	94	15	,	,	PUNCT
iogr-1219	94	16	the	the	DET
iogr-1219	94	17	molar	molar	ADJ
iogr-1219	94	18	fraction	fraction	NOUN
iogr-1219	94	19	of	of	ADP
iogr-1219	94	20	co2	co2	NOUN
iogr-1219	94	21	,	,	PUNCT
iogr-1219	94	22	n2	n2	NOUN
iogr-1219	94	23	,	,	PUNCT
iogr-1219	94	24	c1	c1	PROPN
iogr-1219	94	25	,	,	PUNCT
iogr-1219	94	26	c2	c2	PROPN
iogr-1219	94	27	,	,	PUNCT
iogr-1219	94	28	c3	c3	PROPN
iogr-1219	94	29	,	,	PUNCT
iogr-1219	94	30	c4	c4	NOUN
iogr-1219	94	31	,	,	PUNCT
iogr-1219	94	32	c5	c5	PROPN
iogr-1219	94	33	,	,	PUNCT
iogr-1219	94	34	c6	c6	PROPN
iogr-1219	94	35	,	,	PUNCT
iogr-1219	94	36	and	and	CCONJ
iogr-1219	94	37	c7	c7	PROPN
iogr-1219	94	38	+	+	CCONJ
iogr-1219	94	39	were	be	AUX
iogr-1219	94	40	used	use	VERB
iogr-1219	94	41	as	as	ADP
iogr-1219	94	42	inputs	input	NOUN
iogr-1219	94	43	of	of	ADP
iogr-1219	94	44	the	the	DET
iogr-1219	94	45	machine	machine	NOUN
iogr-1219	94	46	learning	learning	NOUN
iogr-1219	94	47	model	model	NOUN
iogr-1219	94	48	,	,	PUNCT
iogr-1219	94	49	and	and	CCONJ
iogr-1219	94	50	the	the	DET
iogr-1219	94	51	corresponding	corresponding	PROPN
iogr-1219	94	52	mmp	mmp	PROPN
iogr-1219	94	53	was	be	AUX
iogr-1219	94	54	used	use	VERB
iogr-1219	94	55	as	as	ADP
iogr-1219	94	56	output	output	NOUN
iogr-1219	94	57	for	for	ADP
iogr-1219	94	58	model	model	NOUN
iogr-1219	94	59	training	training	NOUN
iogr-1219	94	60	.	.	PUNCT
iogr-1219	95	1	to	to	PART
iogr-1219	95	2	ensure	ensure	VERB
iogr-1219	95	3	the	the	DET
iogr-1219	95	4	coverage	coverage	NOUN
iogr-1219	95	5	of	of	ADP
iogr-1219	95	6	the	the	DET
iogr-1219	95	7	training	training	NOUN
iogr-1219	95	8	and	and	CCONJ
iogr-1219	95	9	test	test	NOUN
iogr-1219	95	10	sets	set	NOUN
iogr-1219	95	11	as	as	ADV
iogr-1219	95	12	large	large	ADJ
iogr-1219	95	13	as	as	ADP
iogr-1219	95	14	possible	possible	ADJ
iogr-1219	95	15	and	and	CCONJ
iogr-1219	95	16	without	without	ADP
iogr-1219	95	17	overlap	overlap	NOUN
iogr-1219	95	18	,	,	PUNCT
iogr-1219	95	19	the	the	DET
iogr-1219	95	20	entire	entire	ADJ
iogr-1219	95	21	database	database	NOUN
iogr-1219	95	22	was	be	AUX
iogr-1219	95	23	randomly	randomly	ADV
iogr-1219	95	24	divided	divide	VERB
iogr-1219	95	25	into	into	ADP
iogr-1219	95	26	two	two	NUM
iogr-1219	95	27	groups	group	NOUN
iogr-1219	95	28	:	:	PUNCT
iogr-1219	95	29	the	the	DET
iogr-1219	95	30	training	training	NOUN
iogr-1219	95	31	set	set	NOUN
iogr-1219	95	32	and	and	CCONJ
iogr-1219	95	33	the	the	DET
iogr-1219	95	34	test	test	NOUN
iogr-1219	95	35	set	set	NOUN
iogr-1219	95	36	.	.	PUNCT
iogr-1219	96	1	the	the	DET
iogr-1219	96	2	training	training	NOUN
iogr-1219	96	3	set	set	NOUN
iogr-1219	96	4	consists	consist	VERB
iogr-1219	96	5	of	of	ADP
iogr-1219	96	6	165	165	NUM
iogr-1219	96	7	data	datum	NOUN
iogr-1219	96	8	points	point	NOUN
iogr-1219	96	9	,	,	PUNCT
iogr-1219	96	10	and	and	CCONJ
iogr-1219	96	11	the	the	DET
iogr-1219	96	12	test	test	NOUN
iogr-1219	96	13	set	set	VERB
iogr-1219	96	14	with	with	ADP
iogr-1219	96	15	30	30	NUM
iogr-1219	96	16	data	datum	NOUN
iogr-1219	96	17	points	point	NOUN
iogr-1219	96	18	was	be	AUX
iogr-1219	96	19	used	use	VERB
iogr-1219	96	20	for	for	ADP
iogr-1219	96	21	model	model	NOUN
iogr-1219	96	22	validation	validation	NOUN
iogr-1219	96	23	.	.	PUNCT
iogr-1219	97	1	five	five	NUM
iogr-1219	97	2	machine	machine	NOUN
iogr-1219	97	3	learning	learning	NOUN
iogr-1219	97	4	models	model	NOUN
iogr-1219	97	5	are	be	AUX
iogr-1219	97	6	established	establish	VERB
iogr-1219	97	7	for	for	ADP
iogr-1219	97	8	comparison	comparison	NOUN
iogr-1219	97	9	,	,	PUNCT
iogr-1219	97	10	including	include	VERB
iogr-1219	97	11	lr	lr	PROPN
iogr-1219	97	12	,	,	PUNCT
iogr-1219	97	13	rr	rr	NOUN
iogr-1219	97	14	,	,	PUNCT
iogr-1219	97	15	rf	rf	PROPN
iogr-1219	97	16	,	,	PUNCT
iogr-1219	97	17	mlp	mlp	NOUN
iogr-1219	97	18	,	,	PUNCT
iogr-1219	97	19	and	and	CCONJ
iogr-1219	97	20	gbdt.figure	gbdt.figure	NOUN
iogr-1219	97	21	5	5	NUM
iogr-1219	97	22	shows	show	VERB
iogr-1219	97	23	the	the	DET
iogr-1219	97	24	predicted	predict	VERB
iogr-1219	97	25	results	result	NOUN
iogr-1219	97	26	obtained	obtain	VERB
iogr-1219	97	27	by	by	ADP
iogr-1219	97	28	the	the	DET
iogr-1219	97	29	five	five	NUM
iogr-1219	97	30	models	model	NOUN
iogr-1219	97	31	.	.	PUNCT
iogr-1219	98	1	the	the	DET
iogr-1219	98	2	horizontal	horizontal	ADJ
iogr-1219	98	3	coordinates	coordinate	NOUN
iogr-1219	98	4	in	in	ADP
iogr-1219	98	5	figure	figure	NOUN
iogr-1219	98	6	5	5	NUM
iogr-1219	98	7	are	be	AUX
iogr-1219	98	8	the	the	DET
iogr-1219	98	9	actual	actual	ADJ
iogr-1219	98	10	values	value	NOUN
iogr-1219	98	11	and	and	CCONJ
iogr-1219	98	12	the	the	DET
iogr-1219	98	13	vertical	vertical	ADJ
iogr-1219	98	14	coordinates	coordinate	NOUN
iogr-1219	98	15	are	be	AUX
iogr-1219	98	16	the	the	DET
iogr-1219	98	17	predicted	predict	VERB
iogr-1219	98	18	mmp	mmp	PROPN
iogr-1219	98	19	values	value	NOUN
iogr-1219	98	20	.	.	PUNCT
iogr-1219	99	1	it	it	PRON
iogr-1219	99	2	shows	show	VERB
iogr-1219	99	3	that	that	SCONJ
iogr-1219	99	4	the	the	DET
iogr-1219	99	5	gbdt	gbdt	NOUN
iogr-1219	99	6	model	model	NOUN
iogr-1219	99	7	has	have	VERB
iogr-1219	99	8	the	the	DET
iogr-1219	99	9	best	good	ADJ
iogr-1219	99	10	performance	performance	NOUN
iogr-1219	99	11	,	,	PUNCT
iogr-1219	99	12	followed	follow	VERB
iogr-1219	99	13	by	by	ADP
iogr-1219	99	14	random	random	ADJ
iogr-1219	99	15	forest	forest	NOUN
iogr-1219	99	16	.	.	PUNCT
iogr-1219	100	1	the	the	DET
iogr-1219	100	2	linear	linear	PROPN
iogr-1219	100	3	regression	regression	NOUN
iogr-1219	100	4	,	,	PUNCT
iogr-1219	100	5	ridge	ridge	NOUN
iogr-1219	100	6	regression	regression	NOUN
iogr-1219	100	7	,	,	PUNCT
iogr-1219	100	8	and	and	CCONJ
iogr-1219	100	9	multilayer	multilayer	PROPN
iogr-1219	100	10	perceptron	perceptron	PROPN
iogr-1219	100	11	have	have	VERB
iogr-1219	100	12	poor	poor	ADJ
iogr-1219	100	13	performance	performance	NOUN
iogr-1219	100	14	.	.	PUNCT
iogr-1219	101	1	figure	figure	NOUN
iogr-1219	101	2	5	5	NUM
iogr-1219	101	3	—	—	PUNCT
iogr-1219	101	4	performance	performance	NOUN
iogr-1219	101	5	comparison	comparison	NOUN
iogr-1219	101	6	based	base	VERB
iogr-1219	101	7	on	on	ADP
iogr-1219	101	8	predicted	predict	VERB
iogr-1219	101	9	and	and	CCONJ
iogr-1219	101	10	actual	actual	ADJ
iogr-1219	101	11	dataset	dataset	NOUN
iogr-1219	101	12	.	.	PUNCT
iogr-1219	102	1	7	7	NUM
iogr-1219	102	2	table	table	NOUN
iogr-1219	102	3	2	2	NUM
iogr-1219	102	4	shows	show	VERB
iogr-1219	102	5	the	the	DET
iogr-1219	102	6	accuracy	accuracy	NOUN
iogr-1219	102	7	of	of	ADP
iogr-1219	102	8	the	the	DET
iogr-1219	102	9	five	five	NUM
iogr-1219	102	10	machine	machine	NOUN
iogr-1219	102	11	-	-	PUNCT
iogr-1219	102	12	learning	learn	VERB
iogr-1219	102	13	models	model	NOUN
iogr-1219	102	14	for	for	ADP
iogr-1219	102	15	mmp	mmp	PROPN
iogr-1219	102	16	prediction	prediction	NOUN
iogr-1219	102	17	.	.	PUNCT
iogr-1219	103	1	the	the	DET
iogr-1219	103	2	result	result	NOUN
iogr-1219	103	3	indicates	indicate	VERB
iogr-1219	103	4	that	that	SCONJ
iogr-1219	103	5	gbdt	gbdt	NOUN
iogr-1219	103	6	model	model	NOUN
iogr-1219	103	7	has	have	VERB
iogr-1219	103	8	an	an	DET
iogr-1219	103	9	accuracy	accuracy	NOUN
iogr-1219	103	10	of	of	ADP
iogr-1219	103	11	98.5	98.5	NUM
iogr-1219	103	12	%	%	NOUN
iogr-1219	103	13	and	and	CCONJ
iogr-1219	103	14	93.7	93.7	NUM
iogr-1219	103	15	%	%	NOUN
iogr-1219	103	16	in	in	ADP
iogr-1219	103	17	the	the	DET
iogr-1219	103	18	training	training	NOUN
iogr-1219	103	19	and	and	CCONJ
iogr-1219	103	20	test	test	NOUN
iogr-1219	103	21	set	set	VERB
iogr-1219	103	22	,	,	PUNCT
iogr-1219	103	23	which	which	PRON
iogr-1219	103	24	outperforms	outperform	VERB
iogr-1219	103	25	the	the	DET
iogr-1219	103	26	accuracy	accuracy	NOUN
iogr-1219	103	27	overwhelmingly	overwhelmingly	ADV
iogr-1219	103	28	to	to	ADP
iogr-1219	103	29	the	the	DET
iogr-1219	103	30	other	other	ADJ
iogr-1219	103	31	models	model	NOUN
iogr-1219	103	32	.	.	PUNCT
iogr-1219	104	1	table	table	NOUN
iogr-1219	104	2	2	2	NUM
iogr-1219	104	3	—	—	PUNCT
iogr-1219	104	4	current	current	ADJ
iogr-1219	104	5	status	status	NOUN
iogr-1219	104	6	of	of	ADP
iogr-1219	104	7	machine	machine	NOUN
iogr-1219	104	8	learning	learning	NOUN
iogr-1219	104	9	prediction	prediction	NOUN
iogr-1219	104	10	mmp	mmp	PROPN
iogr-1219	104	11	research	research	PROPN
iogr-1219	104	12	.	.	PUNCT
iogr-1219	105	1	machine	machine	NOUN
iogr-1219	105	2	learning	learning	NOUN
iogr-1219	105	3	model	model	NOUN
iogr-1219	105	4	accuracy	accuracy	NOUN
iogr-1219	105	5	train	train	NOUN
iogr-1219	105	6	set	set	NOUN
iogr-1219	105	7	test	test	NOUN
iogr-1219	105	8	set	set	VERB
iogr-1219	105	9	linear	linear	PROPN
iogr-1219	105	10	regression	regression	NOUN
iogr-1219	105	11	47.7	47.7	NUM
iogr-1219	105	12	%	%	NOUN
iogr-1219	105	13	67.0	67.0	NUM
iogr-1219	105	14	%	%	NOUN
iogr-1219	105	15	ridge	ridge	NOUN
iogr-1219	105	16	regression	regression	NOUN
iogr-1219	105	17	47.8	47.8	NUM
iogr-1219	105	18	%	%	NOUN
iogr-1219	105	19	66.6	66.6	NUM
iogr-1219	105	20	%	%	NOUN
iogr-1219	105	21	gradient	gradient	NOUN
iogr-1219	105	22	boosting	boost	VERB
iogr-1219	105	23	decision	decision	NOUN
iogr-1219	105	24	tree	tree	NOUN
iogr-1219	105	25	,	,	PUNCT
iogr-1219	105	26	98.5	98.5	NUM
iogr-1219	105	27	%	%	NOUN
iogr-1219	105	28	93.7	93.7	NUM
iogr-1219	105	29	%	%	NOUN
iogr-1219	105	30	random	random	ADJ
iogr-1219	105	31	forest	forest	NOUN
iogr-1219	105	32	95.1	95.1	NUM
iogr-1219	105	33	%	%	NOUN
iogr-1219	105	34	88.6	88.6	NUM
iogr-1219	105	35	%	%	NOUN
iogr-1219	105	36	mlp	mlp	NOUN
iogr-1219	105	37	99.3	99.3	NUM
iogr-1219	105	38	%	%	NOUN
iogr-1219	105	39	65.2	65.2	NUM
iogr-1219	105	40	%	%	NOUN
iogr-1219	105	41	swarm	swarm	NOUN
iogr-1219	105	42	optimization	optimization	NOUN
iogr-1219	105	43	is	be	AUX
iogr-1219	105	44	performed	perform	VERB
iogr-1219	105	45	by	by	ADP
iogr-1219	105	46	encoding	encode	VERB
iogr-1219	105	47	hyperparameters	hyperparameter	NOUN
iogr-1219	105	48	of	of	ADP
iogr-1219	105	49	gbdt	gbdt	NOUN
iogr-1219	105	50	into	into	ADP
iogr-1219	105	51	particles	particle	NOUN
iogr-1219	105	52	.	.	PUNCT
iogr-1219	106	1	the	the	DET
iogr-1219	106	2	fitness	fitness	NOUN
iogr-1219	106	3	function	function	NOUN
iogr-1219	106	4	represents	represent	VERB
iogr-1219	106	5	the	the	DET
iogr-1219	106	6	accuracy	accuracy	NOUN
iogr-1219	106	7	of	of	ADP
iogr-1219	106	8	the	the	DET
iogr-1219	106	9	gbdt	gbdt	NOUN
iogr-1219	106	10	and	and	CCONJ
iogr-1219	106	11	has	have	AUX
iogr-1219	106	12	been	be	AUX
iogr-1219	106	13	passed	pass	VERB
iogr-1219	106	14	on	on	ADP
iogr-1219	106	15	for	for	ADP
iogr-1219	106	16	generations	generation	NOUN
iogr-1219	106	17	.	.	PUNCT
iogr-1219	107	1	the	the	DET
iogr-1219	107	2	fitness	fitness	NOUN
iogr-1219	107	3	values	value	NOUN
iogr-1219	107	4	are	be	AUX
iogr-1219	107	5	estimated	estimate	VERB
iogr-1219	107	6	over	over	ADP
iogr-1219	107	7	100	100	NUM
iogr-1219	107	8	generations	generation	NOUN
iogr-1219	107	9	to	to	PART
iogr-1219	107	10	optimize	optimize	VERB
iogr-1219	107	11	mmp	mmp	PROPN
iogr-1219	107	12	prediction	prediction	NOUN
iogr-1219	107	13	.	.	PUNCT
iogr-1219	108	1	four	four	NUM
iogr-1219	108	2	important	important	ADJ
iogr-1219	108	3	parameters	parameter	NOUN
iogr-1219	108	4	affecting	affect	VERB
iogr-1219	108	5	the	the	DET
iogr-1219	108	6	optimization	optimization	NOUN
iogr-1219	108	7	of	of	ADP
iogr-1219	108	8	pso	pso	NOUN
iogr-1219	108	9	were	be	AUX
iogr-1219	108	10	clarified	clarify	VERB
iogr-1219	108	11	.	.	PUNCT
iogr-1219	109	1	the	the	DET
iogr-1219	109	2	pso	pso	NOUN
iogr-1219	109	3	algorithm	algorithm	NOUN
iogr-1219	109	4	mainly	mainly	ADV
iogr-1219	109	5	optimizes	optimize	VERB
iogr-1219	109	6	four	four	NUM
iogr-1219	109	7	parameters	parameter	NOUN
iogr-1219	109	8	:	:	PUNCT
iogr-1219	109	9	n	n	CCONJ
iogr-1219	109	10	-	-	PUNCT
iogr-1219	109	11	estimators	estimator	NOUN
iogr-1219	109	12	,	,	PUNCT
iogr-1219	109	13	learning	learn	VERB
iogr-1219	109	14	rate	rate	NOUN
iogr-1219	109	15	,	,	PUNCT
iogr-1219	109	16	max	max	NOUN
iogr-1219	109	17	-	-	PUNCT
iogr-1219	109	18	depth	depth	NOUN
iogr-1219	109	19	,	,	PUNCT
iogr-1219	109	20	and	and	CCONJ
iogr-1219	109	21	alpha	alpha	NOUN
iogr-1219	109	22	.	.	PUNCT
iogr-1219	110	1	the	the	DET
iogr-1219	110	2	number	number	NOUN
iogr-1219	110	3	of	of	ADP
iogr-1219	110	4	n	n	NOUN
iogr-1219	110	5	-	-	PUNCT
iogr-1219	110	6	estimators	estimator	NOUN
iogr-1219	110	7	is	be	AUX
iogr-1219	110	8	the	the	DET
iogr-1219	110	9	number	number	NOUN
iogr-1219	110	10	of	of	ADP
iogr-1219	110	11	decision	decision	NOUN
iogr-1219	110	12	trees	tree	NOUN
iogr-1219	110	13	,	,	PUNCT
iogr-1219	110	14	which	which	PRON
iogr-1219	110	15	is	be	AUX
iogr-1219	110	16	the	the	DET
iogr-1219	110	17	amount	amount	NOUN
iogr-1219	110	18	of	of	ADP
iogr-1219	110	19	data	datum	NOUN
iogr-1219	110	20	evaluation	evaluation	NOUN
iogr-1219	110	21	.	.	PUNCT
iogr-1219	111	1	it	it	PRON
iogr-1219	111	2	has	have	VERB
iogr-1219	111	3	a	a	DET
iogr-1219	111	4	monotonic	monotonic	ADJ
iogr-1219	111	5	effect	effect	NOUN
iogr-1219	111	6	on	on	ADP
iogr-1219	111	7	the	the	DET
iogr-1219	111	8	accuracy	accuracy	NOUN
iogr-1219	111	9	of	of	ADP
iogr-1219	111	10	the	the	DET
iogr-1219	111	11	model	model	NOUN
iogr-1219	111	12	.	.	PUNCT
iogr-1219	112	1	the	the	PRON
iogr-1219	112	2	larger	large	ADJ
iogr-1219	112	3	the	the	DET
iogr-1219	112	4	nestimators	nestimator	NOUN
iogr-1219	112	5	,	,	PUNCT
iogr-1219	112	6	the	the	PRON
iogr-1219	112	7	better	well	ADJ
iogr-1219	112	8	the	the	DET
iogr-1219	112	9	model	model	NOUN
iogr-1219	112	10	.	.	PUNCT
iogr-1219	113	1	however	however	ADV
iogr-1219	113	2	,	,	PUNCT
iogr-1219	113	3	the	the	DET
iogr-1219	113	4	accuracy	accuracy	NOUN
iogr-1219	113	5	of	of	ADP
iogr-1219	113	6	the	the	DET
iogr-1219	113	7	model	model	NOUN
iogr-1219	113	8	does	do	AUX
iogr-1219	113	9	not	not	PART
iogr-1219	113	10	increase	increase	VERB
iogr-1219	113	11	after	after	SCONJ
iogr-1219	113	12	the	the	DET
iogr-1219	113	13	nestimators	nestimator	NOUN
iogr-1219	113	14	reach	reach	VERB
iogr-1219	113	15	a	a	DET
iogr-1219	113	16	certain	certain	ADJ
iogr-1219	113	17	level	level	NOUN
iogr-1219	113	18	.	.	PUNCT
iogr-1219	114	1	the	the	DET
iogr-1219	114	2	optimal	optimal	ADJ
iogr-1219	114	3	value	value	NOUN
iogr-1219	114	4	of	of	ADP
iogr-1219	114	5	n	n	NOUN
iogr-1219	114	6	-	-	PUNCT
iogr-1219	114	7	estimators	estimator	NOUN
iogr-1219	114	8	is	be	AUX
iogr-1219	114	9	413	413	NUM
iogr-1219	114	10	.	.	PUNCT
iogr-1219	115	1	and	and	CCONJ
iogr-1219	115	2	the	the	DET
iogr-1219	115	3	value	value	NOUN
iogr-1219	115	4	of	of	ADP
iogr-1219	115	5	the	the	DET
iogr-1219	115	6	learning	learning	NOUN
iogr-1219	115	7	rate	rate	NOUN
iogr-1219	115	8	needs	need	VERB
iogr-1219	115	9	to	to	PART
iogr-1219	115	10	be	be	AUX
iogr-1219	115	11	set	set	VERB
iogr-1219	115	12	within	within	ADP
iogr-1219	115	13	a	a	DET
iogr-1219	115	14	certain	certain	ADJ
iogr-1219	115	15	range	range	NOUN
iogr-1219	115	16	.	.	PUNCT
iogr-1219	116	1	high	high	ADJ
iogr-1219	116	2	learning	learning	NOUN
iogr-1219	116	3	rate	rate	NOUN
iogr-1219	116	4	will	will	AUX
iogr-1219	116	5	lead	lead	VERB
iogr-1219	116	6	to	to	ADP
iogr-1219	116	7	unstable	unstable	ADJ
iogr-1219	116	8	learning	learning	NOUN
iogr-1219	116	9	.	.	PUNCT
iogr-1219	117	1	too	too	ADV
iogr-1219	117	2	small	small	ADJ
iogr-1219	117	3	learning	learning	NOUN
iogr-1219	117	4	rate	rate	NOUN
iogr-1219	117	5	increases	increase	VERB
iogr-1219	117	6	the	the	DET
iogr-1219	117	7	training	training	NOUN
iogr-1219	117	8	time	time	NOUN
iogr-1219	117	9	.	.	PUNCT
iogr-1219	118	1	the	the	DET
iogr-1219	118	2	minimum	minimum	ADJ
iogr-1219	118	3	miscibility	miscibility	NOUN
iogr-1219	118	4	pressure	pressure	NOUN
iogr-1219	118	5	value	value	NOUN
iogr-1219	118	6	of	of	ADP
iogr-1219	118	7	the	the	DET
iogr-1219	118	8	learning	learning	NOUN
iogr-1219	118	9	rate	rate	NOUN
iogr-1219	118	10	is	be	AUX
iogr-1219	118	11	0.83	0.83	NUM
iogr-1219	118	12	.	.	PUNCT
iogr-1219	119	1	the	the	DET
iogr-1219	119	2	maximum	maximum	ADJ
iogr-1219	119	3	parameter	parameter	NOUN
iogr-1219	119	4	value	value	NOUN
iogr-1219	119	5	for	for	ADP
iogr-1219	119	6	the	the	DET
iogr-1219	119	7	maximum	maximum	ADJ
iogr-1219	119	8	depth	depth	NOUN
iogr-1219	119	9	decision	decision	NOUN
iogr-1219	119	10	tree	tree	NOUN
iogr-1219	119	11	can	can	AUX
iogr-1219	119	12	be	be	AUX
iogr-1219	119	13	applied	apply	VERB
iogr-1219	119	14	at	at	ADP
iogr-1219	119	15	high	high	ADJ
iogr-1219	119	16	latitudes	latitude	NOUN
iogr-1219	119	17	and	and	CCONJ
iogr-1219	119	18	low	low	ADJ
iogr-1219	119	19	sample	sample	NOUN
iogr-1219	119	20	sizes	size	NOUN
iogr-1219	119	21	.	.	PUNCT
iogr-1219	120	1	it	it	PRON
iogr-1219	120	2	is	be	AUX
iogr-1219	120	3	very	very	ADV
iogr-1219	120	4	effective	effective	ADJ
iogr-1219	120	5	to	to	PART
iogr-1219	120	6	decide	decide	VERB
iogr-1219	120	7	whether	whether	SCONJ
iogr-1219	120	8	to	to	PART
iogr-1219	120	9	increase	increase	VERB
iogr-1219	120	10	the	the	DET
iogr-1219	120	11	depth	depth	NOUN
iogr-1219	120	12	according	accord	VERB
iogr-1219	120	13	to	to	ADP
iogr-1219	120	14	the	the	DET
iogr-1219	120	15	result	result	NOUN
iogr-1219	120	16	effect	effect	NOUN
iogr-1219	120	17	.	.	PUNCT
iogr-1219	121	1	alpha	alpha	NOUN
iogr-1219	121	2	is	be	AUX
iogr-1219	121	3	the	the	DET
iogr-1219	121	4	weight	weight	NOUN
iogr-1219	121	5	of	of	ADP
iogr-1219	121	6	the	the	DET
iogr-1219	121	7	l1	l1	PROPN
iogr-1219	121	8	regularization	regularization	NOUN
iogr-1219	121	9	term	term	NOUN
iogr-1219	121	10	and	and	CCONJ
iogr-1219	121	11	can	can	AUX
iogr-1219	121	12	be	be	AUX
iogr-1219	121	13	used	use	VERB
iogr-1219	121	14	to	to	PART
iogr-1219	121	15	speed	speed	VERB
iogr-1219	121	16	up	up	ADP
iogr-1219	121	17	the	the	DET
iogr-1219	121	18	computation	computation	NOUN
iogr-1219	121	19	in	in	ADP
iogr-1219	121	20	the	the	DET
iogr-1219	121	21	case	case	NOUN
iogr-1219	121	22	of	of	ADP
iogr-1219	121	23	high	high	ADJ
iogr-1219	121	24	dimensionality	dimensionality	NOUN
iogr-1219	121	25	.	.	PUNCT
iogr-1219	122	1	the	the	DET
iogr-1219	122	2	optimal	optimal	ADJ
iogr-1219	122	3	value	value	NOUN
iogr-1219	122	4	of	of	ADP
iogr-1219	122	5	alpha	alpha	NOUN
iogr-1219	122	6	is	be	AUX
iogr-1219	122	7	0.50	0.50	NUM
iogr-1219	122	8	.	.	PUNCT
iogr-1219	123	1	for	for	ADP
iogr-1219	123	2	the	the	DET
iogr-1219	123	3	experiments	experiment	NOUN
iogr-1219	123	4	now	now	ADV
iogr-1219	123	5	on	on	ADV
iogr-1219	123	6	,	,	PUNCT
iogr-1219	123	7	we	we	PRON
iogr-1219	123	8	split	split	VERB
iogr-1219	123	9	the	the	DET
iogr-1219	123	10	dataset	dataset	NOUN
iogr-1219	123	11	into	into	ADP
iogr-1219	123	12	60	60	NUM
iogr-1219	123	13	%	%	NOUN
iogr-1219	123	14	for	for	ADP
iogr-1219	123	15	training	training	NOUN
iogr-1219	123	16	and	and	CCONJ
iogr-1219	123	17	40	40	NUM
iogr-1219	123	18	%	%	NOUN
iogr-1219	123	19	for	for	ADP
iogr-1219	123	20	evaluation	evaluation	NOUN
iogr-1219	123	21	.	.	PUNCT
iogr-1219	124	1	table	table	NOUN
iogr-1219	124	2	3	3	NUM
iogr-1219	124	3	shows	show	VERB
iogr-1219	124	4	the	the	DET
iogr-1219	124	5	range	range	NOUN
iogr-1219	124	6	and	and	CCONJ
iogr-1219	124	7	optimal	optimal	ADJ
iogr-1219	124	8	value	value	NOUN
iogr-1219	124	9	of	of	ADP
iogr-1219	124	10	the	the	DET
iogr-1219	124	11	four	four	NUM
iogr-1219	124	12	hyperparameters	hyperparameter	NOUN
iogr-1219	124	13	of	of	ADP
iogr-1219	124	14	pso	pso	NOUN
iogr-1219	124	15	algorithm	algorithm	NOUN
iogr-1219	124	16	used	use	VERB
iogr-1219	124	17	in	in	ADP
iogr-1219	124	18	the	the	DET
iogr-1219	124	19	experiment	experiment	NOUN
iogr-1219	124	20	.	.	PUNCT
iogr-1219	125	1	table	table	NOUN
iogr-1219	125	2	3	3	NUM
iogr-1219	125	3	—	—	PUNCT
iogr-1219	125	4	the	the	DET
iogr-1219	125	5	hyperparameters	hyperparameter	NOUN
iogr-1219	125	6	of	of	ADP
iogr-1219	125	7	pso	pso	NOUN
iogr-1219	125	8	used	use	VERB
iogr-1219	125	9	in	in	ADP
iogr-1219	125	10	the	the	DET
iogr-1219	125	11	experiment	experiment	NOUN
iogr-1219	125	12	.	.	PUNCT
iogr-1219	126	1	n	n	CCONJ
iogr-1219	126	2	-	-	PUNCT
iogr-1219	126	3	estimators	estimator	NOUN
iogr-1219	126	4	learning	learn	VERB
iogr-1219	126	5	rate	rate	NOUN
iogr-1219	126	6	max	max	ADJ
iogr-1219	126	7	-	-	PUNCT
iogr-1219	126	8	depth	depth	NOUN
iogr-1219	126	9	alpha	alpha	NOUN
iogr-1219	126	10	default	default	NOUN
iogr-1219	126	11	value	value	NOUN
iogr-1219	126	12	100	100	NUM
iogr-1219	126	13	1	1	NUM
iogr-1219	126	14	10	10	NUM
iogr-1219	126	15	0.9	0.9	NUM
iogr-1219	126	16	value	value	NOUN
iogr-1219	126	17	ranges	range	VERB
iogr-1219	126	18	10	10	NUM
iogr-1219	126	19	-	-	SYM
iogr-1219	126	20	1000	1000	NUM
iogr-1219	126	21	0.1	0.1	NUM
iogr-1219	126	22	-	-	SYM
iogr-1219	126	23	1	1	NUM
iogr-1219	126	24	1	1	NUM
iogr-1219	126	25	-	-	SYM
iogr-1219	126	26	10	10	NUM
iogr-1219	126	27	0.5	0.5	NUM
iogr-1219	126	28	-	-	PUNCT
iogr-1219	126	29	0.95	0.95	NUM
iogr-1219	126	30	optimal	optimal	ADJ
iogr-1219	126	31	values	value	NOUN
iogr-1219	126	32	413	413	NUM
iogr-1219	126	33	0.83	0.83	NUM
iogr-1219	126	34	5	5	NUM
iogr-1219	126	35	0.50	0.50	NUM
iogr-1219	126	36	figure	figure	NOUN
iogr-1219	126	37	6	6	NUM
iogr-1219	126	38	visualizes	visualize	VERB
iogr-1219	126	39	the	the	DET
iogr-1219	126	40	performance	performance	NOUN
iogr-1219	126	41	of	of	ADP
iogr-1219	126	42	the	the	DET
iogr-1219	126	43	pso	pso	NOUN
iogr-1219	126	44	-	-	PUNCT
iogr-1219	126	45	gbdt	gbdt	NOUN
iogr-1219	126	46	model	model	NOUN
iogr-1219	126	47	on	on	ADP
iogr-1219	126	48	training	training	NOUN
iogr-1219	126	49	model	model	NOUN
iogr-1219	126	50	.	.	PUNCT
iogr-1219	127	1	the	the	DET
iogr-1219	127	2	curve	curve	NOUN
iogr-1219	127	3	is	be	AUX
iogr-1219	127	4	generated	generate	VERB
iogr-1219	127	5	by	by	ADP
iogr-1219	127	6	plotting	plot	VERB
iogr-1219	127	7	the	the	DET
iogr-1219	127	8	prediction	prediction	NOUN
iogr-1219	127	9	mmp	mmp	PROPN
iogr-1219	127	10	against	against	ADP
iogr-1219	127	11	the	the	DET
iogr-1219	127	12	actual	actual	ADJ
iogr-1219	127	13	mmp	mmp	PROPN
iogr-1219	127	14	at	at	ADP
iogr-1219	127	15	various	various	ADJ
iogr-1219	127	16	combination	combination	NOUN
iogr-1219	127	17	of	of	ADP
iogr-1219	127	18	input	input	NOUN
iogr-1219	127	19	setting	setting	NOUN
iogr-1219	127	20	.	.	PUNCT
iogr-1219	128	1	experiments	experiment	NOUN
iogr-1219	128	2	show	show	VERB
iogr-1219	128	3	that	that	SCONJ
iogr-1219	128	4	the	the	DET
iogr-1219	128	5	pso	pso	NOUN
iogr-1219	128	6	optimizes	optimize	VERB
iogr-1219	128	7	the	the	DET
iogr-1219	128	8	gbdt	gbdt	NOUN
iogr-1219	128	9	model	model	NOUN
iogr-1219	128	10	well	well	ADV
iogr-1219	128	11	for	for	ADP
iogr-1219	128	12	mmp	mmp	PROPN
iogr-1219	128	13	prediction	prediction	NOUN
iogr-1219	128	14	.	.	PUNCT
iogr-1219	129	1	after	after	ADP
iogr-1219	129	2	the	the	DET
iogr-1219	129	3	optimization	optimization	NOUN
iogr-1219	129	4	,	,	PUNCT
iogr-1219	129	5	the	the	DET
iogr-1219	129	6	pso	pso	NOUN
iogr-1219	129	7	-	-	PUNCT
iogr-1219	129	8	gbdt	gbdt	NOUN
iogr-1219	129	9	model	model	NOUN
iogr-1219	129	10	achieved	achieve	VERB
iogr-1219	129	11	99.9	99.9	NUM
iogr-1219	129	12	%	%	NOUN
iogr-1219	129	13	of	of	ADP
iogr-1219	129	14	accuracy	accuracy	NOUN
iogr-1219	129	15	in	in	ADP
iogr-1219	129	16	the	the	DET
iogr-1219	129	17	training	training	NOUN
iogr-1219	129	18	set	set	NOUN
iogr-1219	129	19	and	and	CCONJ
iogr-1219	129	20	97.6	97.6	NUM
iogr-1219	129	21	%	%	NOUN
iogr-1219	129	22	of	of	ADP
iogr-1219	129	23	accuracy	accuracy	NOUN
iogr-1219	129	24	in	in	ADP
iogr-1219	129	25	the	the	DET
iogr-1219	129	26	test	test	NOUN
iogr-1219	129	27	set	set	NOUN
iogr-1219	129	28	.	.	PUNCT
iogr-1219	130	1	the	the	DET
iogr-1219	130	2	proposed	propose	VERB
iogr-1219	130	3	hybrid	hybrid	NOUN
iogr-1219	130	4	model	model	NOUN
iogr-1219	130	5	confirms	confirm	VERB
iogr-1219	130	6	to	to	PART
iogr-1219	130	7	achieve	achieve	VERB
iogr-1219	130	8	a	a	DET
iogr-1219	130	9	better	well	ADJ
iogr-1219	130	10	performance	performance	NOUN
iogr-1219	130	11	.	.	PUNCT
iogr-1219	131	1	the	the	DET
iogr-1219	131	2	accuracy	accuracy	NOUN
iogr-1219	131	3	of	of	ADP
iogr-1219	131	4	the	the	DET
iogr-1219	131	5	hybrid	hybrid	ADJ
iogr-1219	131	6	model	model	NOUN
iogr-1219	131	7	is	be	AUX
iogr-1219	131	8	improved	improve	VERB
iogr-1219	131	9	by	by	ADP
iogr-1219	131	10	1.4	1.4	NUM
iogr-1219	131	11	%	%	NOUN
iogr-1219	131	12	and	and	CCONJ
iogr-1219	131	13	3.9	3.9	NUM
iogr-1219	131	14	%	%	NOUN
iogr-1219	131	15	for	for	ADP
iogr-1219	131	16	the	the	DET
iogr-1219	131	17	training	training	NOUN
iogr-1219	131	18	and	and	CCONJ
iogr-1219	131	19	test	test	NOUN
iogr-1219	131	20	set	set	VERB
iogr-1219	131	21	,	,	PUNCT
iogr-1219	131	22	respectively	respectively	ADV
iogr-1219	131	23	.	.	PUNCT
iogr-1219	132	1	8	8	NUM
iogr-1219	132	2	figure	figure	NOUN
iogr-1219	132	3	6	6	NUM
iogr-1219	132	4	—	—	PUNCT
iogr-1219	132	5	performance	performance	NOUN
iogr-1219	132	6	of	of	ADP
iogr-1219	132	7	pso	pso	NOUN
iogr-1219	132	8	-	-	PUNCT
iogr-1219	132	9	gbdt	gbdt	NOUN
iogr-1219	132	10	on	on	ADP
iogr-1219	132	11	training	training	NOUN
iogr-1219	132	12	model	model	NOUN
iogr-1219	132	13	.	.	PUNCT
iogr-1219	133	1	conclusions	conclusion	NOUN
iogr-1219	133	2	hyperparameter	hyperparameter	NOUN
iogr-1219	133	3	fine	fine	ADJ
iogr-1219	133	4	tuning	tuning	NOUN
iogr-1219	133	5	has	have	AUX
iogr-1219	133	6	been	be	AUX
iogr-1219	133	7	an	an	DET
iogr-1219	133	8	obstacle	obstacle	NOUN
iogr-1219	133	9	for	for	ADP
iogr-1219	133	10	obtaining	obtain	VERB
iogr-1219	133	11	a	a	DET
iogr-1219	133	12	satisfying	satisfy	VERB
iogr-1219	133	13	machine	machine	NOUN
iogr-1219	133	14	learning	learning	NOUN
iogr-1219	133	15	model	model	NOUN
iogr-1219	133	16	due	due	ADP
iogr-1219	133	17	to	to	ADP
iogr-1219	133	18	the	the	DET
iogr-1219	133	19	high	high	ADJ
iogr-1219	133	20	cost	cost	NOUN
iogr-1219	133	21	of	of	ADP
iogr-1219	133	22	its	its	PRON
iogr-1219	133	23	trial	trial	NOUN
iogr-1219	133	24	-	-	PUNCT
iogr-1219	133	25	and	and	CCONJ
iogr-1219	133	26	-	-	PUNCT
iogr-1219	133	27	error	error	NOUN
iogr-1219	133	28	process	process	NOUN
iogr-1219	133	29	.	.	PUNCT
iogr-1219	134	1	to	to	PART
iogr-1219	134	2	tackle	tackle	VERB
iogr-1219	134	3	this	this	DET
iogr-1219	134	4	problem	problem	NOUN
iogr-1219	134	5	,	,	PUNCT
iogr-1219	134	6	we	we	PRON
iogr-1219	134	7	should	should	AUX
iogr-1219	134	8	speed	speed	VERB
iogr-1219	134	9	up	up	ADP
iogr-1219	134	10	the	the	DET
iogr-1219	134	11	searching	search	VERB
iogr-1219	134	12	efficiency	efficiency	NOUN
iogr-1219	134	13	as	as	ADV
iogr-1219	134	14	well	well	ADV
iogr-1219	134	15	as	as	ADP
iogr-1219	134	16	reduce	reduce	VERB
iogr-1219	134	17	the	the	DET
iogr-1219	134	18	computation	computation	NOUN
iogr-1219	134	19	cost	cost	NOUN
iogr-1219	134	20	of	of	ADP
iogr-1219	134	21	fitness	fitness	NOUN
iogr-1219	134	22	evaluation	evaluation	NOUN
iogr-1219	134	23	.	.	PUNCT
iogr-1219	135	1	we	we	PRON
iogr-1219	135	2	proposed	propose	VERB
iogr-1219	135	3	a	a	DET
iogr-1219	135	4	machine	machine	NOUN
iogr-1219	135	5	learning	learn	VERB
iogr-1219	135	6	model	model	NOUN
iogr-1219	135	7	optimized	optimize	VERB
iogr-1219	135	8	by	by	ADP
iogr-1219	135	9	pso	pso	NOUN
iogr-1219	135	10	for	for	ADP
iogr-1219	135	11	efficient	efficient	ADJ
iogr-1219	135	12	mmp	mmp	PROPN
iogr-1219	135	13	prediction	prediction	NOUN
iogr-1219	135	14	.	.	PUNCT
iogr-1219	136	1	to	to	PART
iogr-1219	136	2	search	search	VERB
iogr-1219	136	3	for	for	ADP
iogr-1219	136	4	the	the	DET
iogr-1219	136	5	optimal	optimal	ADJ
iogr-1219	136	6	structure	structure	NOUN
iogr-1219	136	7	of	of	ADP
iogr-1219	136	8	machine	machine	NOUN
iogr-1219	136	9	learning	learning	NOUN
iogr-1219	136	10	model	model	NOUN
iogr-1219	136	11	,	,	PUNCT
iogr-1219	136	12	we	we	PRON
iogr-1219	136	13	performed	perform	VERB
iogr-1219	136	14	swarm	swarm	NOUN
iogr-1219	136	15	optimization	optimization	NOUN
iogr-1219	136	16	by	by	ADP
iogr-1219	136	17	encoding	encode	VERB
iogr-1219	136	18	hyperparameters	hyperparameter	NOUN
iogr-1219	136	19	into	into	ADP
iogr-1219	136	20	particles	particle	NOUN
iogr-1219	136	21	.	.	PUNCT
iogr-1219	137	1	main	main	ADJ
iogr-1219	137	2	conclusions	conclusion	NOUN
iogr-1219	137	3	obtained	obtain	VERB
iogr-1219	137	4	by	by	ADP
iogr-1219	137	5	this	this	DET
iogr-1219	137	6	work	work	NOUN
iogr-1219	137	7	are	be	AUX
iogr-1219	137	8	as	as	SCONJ
iogr-1219	137	9	follows	follow	VERB
iogr-1219	137	10	:	:	PUNCT
iogr-1219	137	11	1	1	X
iogr-1219	137	12	.	.	X
iogr-1219	137	13	temperature	temperature	NOUN
iogr-1219	137	14	has	have	VERB
iogr-1219	137	15	the	the	DET
iogr-1219	137	16	greatest	great	ADJ
iogr-1219	137	17	influence	influence	NOUN
iogr-1219	137	18	on	on	ADP
iogr-1219	137	19	the	the	DET
iogr-1219	137	20	mmp	mmp	PROPN
iogr-1219	137	21	,	,	PUNCT
iogr-1219	137	22	followed	follow	VERB
iogr-1219	137	23	by	by	ADP
iogr-1219	137	24	the	the	DET
iogr-1219	137	25	molar	molar	ADJ
iogr-1219	137	26	fraction	fraction	NOUN
iogr-1219	137	27	of	of	ADP
iogr-1219	137	28	carbon	carbon	NOUN
iogr-1219	137	29	components	component	NOUN
iogr-1219	137	30	.	.	PUNCT
iogr-1219	138	1	in	in	ADP
iogr-1219	138	2	contrast	contrast	NOUN
iogr-1219	138	3	,	,	PUNCT
iogr-1219	138	4	the	the	DET
iogr-1219	138	5	molar	molar	ADJ
iogr-1219	138	6	fractions	fraction	NOUN
iogr-1219	138	7	of	of	ADP
iogr-1219	138	8	co2	co2	NOUN
iogr-1219	138	9	and	and	CCONJ
iogr-1219	138	10	n2	n2	ADJ
iogr-1219	138	11	components	component	NOUN
iogr-1219	138	12	have	have	VERB
iogr-1219	138	13	little	little	ADJ
iogr-1219	138	14	effect	effect	NOUN
iogr-1219	138	15	on	on	ADP
iogr-1219	138	16	mmp	mmp	PROPN
iogr-1219	138	17	.	.	PROPN
iogr-1219	139	1	2	2	NUM
iogr-1219	139	2	.	.	PUNCT
iogr-1219	139	3	after	after	ADP
iogr-1219	139	4	comparing	compare	VERB
iogr-1219	139	5	the	the	DET
iogr-1219	139	6	mmp	mmp	PROPN
iogr-1219	139	7	prediction	prediction	NOUN
iogr-1219	139	8	models	model	NOUN
iogr-1219	139	9	established	establish	VERB
iogr-1219	139	10	by	by	ADP
iogr-1219	139	11	the	the	DET
iogr-1219	139	12	five	five	NUM
iogr-1219	139	13	algorithms	algorithm	NOUN
iogr-1219	139	14	,	,	PUNCT
iogr-1219	139	15	the	the	DET
iogr-1219	139	16	comparison	comparison	NOUN
iogr-1219	139	17	of	of	ADP
iogr-1219	139	18	accuracy	accuracy	NOUN
iogr-1219	139	19	shows	show	VERB
iogr-1219	139	20	that	that	SCONJ
iogr-1219	139	21	the	the	DET
iogr-1219	139	22	gbdt	gbdt	NOUN
iogr-1219	139	23	model	model	NOUN
iogr-1219	139	24	has	have	VERB
iogr-1219	139	25	the	the	DET
iogr-1219	139	26	best	good	ADJ
iogr-1219	139	27	performance	performance	NOUN
iogr-1219	139	28	,	,	PUNCT
iogr-1219	139	29	with	with	ADP
iogr-1219	139	30	98.5	98.5	NUM
iogr-1219	139	31	%	%	NOUN
iogr-1219	139	32	accuracy	accuracy	NOUN
iogr-1219	139	33	in	in	ADP
iogr-1219	139	34	the	the	DET
iogr-1219	139	35	training	training	NOUN
iogr-1219	139	36	set	set	NOUN
iogr-1219	139	37	and	and	CCONJ
iogr-1219	139	38	93.7	93.7	NUM
iogr-1219	139	39	%	%	NOUN
iogr-1219	139	40	accuracy	accuracy	NOUN
iogr-1219	139	41	in	in	ADP
iogr-1219	139	42	the	the	DET
iogr-1219	139	43	test	test	NOUN
iogr-1219	139	44	set	set	NOUN
iogr-1219	139	45	.	.	PUNCT
iogr-1219	140	1	3	3	X
iogr-1219	140	2	.	.	X
iogr-1219	140	3	with	with	ADP
iogr-1219	140	4	combining	combine	VERB
iogr-1219	140	5	pso	pso	NOUN
iogr-1219	140	6	algorithm	algorithm	NOUN
iogr-1219	140	7	,	,	PUNCT
iogr-1219	140	8	the	the	DET
iogr-1219	140	9	pso	pso	NOUN
iogr-1219	140	10	-	-	PUNCT
iogr-1219	140	11	gbdt	gbdt	NOUN
iogr-1219	140	12	model	model	NOUN
iogr-1219	140	13	was	be	AUX
iogr-1219	140	14	established	establish	VERB
iogr-1219	140	15	.	.	PUNCT
iogr-1219	141	1	the	the	DET
iogr-1219	141	2	accuracy	accuracy	NOUN
iogr-1219	141	3	of	of	ADP
iogr-1219	141	4	the	the	DET
iogr-1219	141	5	training	training	NOUN
iogr-1219	141	6	set	set	NOUN
iogr-1219	141	7	is	be	AUX
iogr-1219	141	8	99.9	99.9	NUM
iogr-1219	141	9	%	%	NOUN
iogr-1219	141	10	,	,	PUNCT
iogr-1219	141	11	and	and	CCONJ
iogr-1219	141	12	the	the	DET
iogr-1219	141	13	accuracy	accuracy	NOUN
iogr-1219	141	14	of	of	ADP
iogr-1219	141	15	the	the	DET
iogr-1219	141	16	test	test	NOUN
iogr-1219	141	17	set	set	VERB
iogr-1219	141	18	is	be	AUX
iogr-1219	141	19	97.6	97.6	NUM
iogr-1219	141	20	%	%	NOUN
iogr-1219	141	21	.	.	PUNCT
iogr-1219	142	1	the	the	DET
iogr-1219	142	2	hybrid	hybrid	ADJ
iogr-1219	142	3	pso	pso	NOUN
iogr-1219	142	4	-	-	PUNCT
iogr-1219	142	5	gbdt	gbdt	NOUN
iogr-1219	142	6	prediction	prediction	NOUN
iogr-1219	142	7	model	model	NOUN
iogr-1219	142	8	has	have	AUX
iogr-1219	142	9	improved	improve	VERB
iogr-1219	142	10	the	the	DET
iogr-1219	142	11	accuracy	accuracy	NOUN
iogr-1219	142	12	of	of	ADP
iogr-1219	142	13	both	both	CCONJ
iogr-1219	142	14	the	the	DET
iogr-1219	142	15	training	training	NOUN
iogr-1219	142	16	set	set	NOUN
iogr-1219	142	17	and	and	CCONJ
iogr-1219	142	18	the	the	DET
iogr-1219	142	19	test	test	NOUN
iogr-1219	142	20	set	set	NOUN
iogr-1219	142	21	,	,	PUNCT
iogr-1219	142	22	making	make	VERB
iogr-1219	142	23	the	the	DET
iogr-1219	142	24	mmp	mmp	PROPN
iogr-1219	142	25	prediction	prediction	NOUN
iogr-1219	142	26	more	more	ADV
iogr-1219	142	27	accurate	accurate	ADJ
iogr-1219	142	28	.	.	PUNCT
iogr-1219	143	1	conflicts	conflict	NOUN
iogr-1219	143	2	of	of	ADP
iogr-1219	143	3	interest	interest	NOUN
iogr-1219	143	4	the	the	DET
iogr-1219	143	5	author(s	author(s	NOUN
iogr-1219	143	6	)	)	PUNCT
iogr-1219	143	7	declare	declare	VERB
iogr-1219	143	8	that	that	SCONJ
iogr-1219	143	9	they	they	PRON
iogr-1219	143	10	have	have	VERB
iogr-1219	143	11	no	no	DET
iogr-1219	143	12	conflicting	conflict	VERB
iogr-1219	143	13	interests	interest	NOUN
iogr-1219	143	14	.	.	PUNCT
iogr-1219	144	1	references	reference	NOUN
iogr-1219	144	2	al	al	PROPN
iogr-1219	144	3	-	-	PUNCT
iogr-1219	144	4	ajmi	ajmi	PROPN
iogr-1219	144	5	,	,	PUNCT
iogr-1219	144	6	m.	m.	NOUN
iogr-1219	144	7	,	,	PUNCT
iogr-1219	144	8	alomair	alomair	NOUN
iogr-1219	144	9	,	,	PUNCT
iogr-1219	144	10	o.	o.	NOUN
iogr-1219	144	11	,	,	PUNCT
iogr-1219	144	12	and	and	CCONJ
iogr-1219	144	13	adel	adel	PROPN
iogr-1219	144	14	e.	e.	PROPN
iogr-1219	144	15	2009	2009	NUM
iogr-1219	144	16	.	.	PUNCT
iogr-1219	145	1	planning	plan	VERB
iogr-1219	145	2	miscibility	miscibility	NOUN
iogr-1219	145	3	tests	test	NOUN
iogr-1219	145	4	and	and	CCONJ
iogr-1219	145	5	gas	gas	NOUN
iogr-1219	145	6	injection	injection	NOUN
iogr-1219	145	7	projects	project	NOUN
iogr-1219	145	8	for	for	ADP
iogr-1219	145	9	four	four	NUM
iogr-1219	145	10	major	major	ADJ
iogr-1219	145	11	kuwaiti	kuwaiti	PROPN
iogr-1219	145	12	reservoirs	reservoir	NOUN
iogr-1219	145	13	.	.	PUNCT
iogr-1219	146	1	paper	paper	NOUN
iogr-1219	146	2	presented	present	VERB
iogr-1219	146	3	at	at	ADP
iogr-1219	146	4	the	the	DET
iogr-1219	146	5	kuwait	kuwait	PROPN
iogr-1219	146	6	international	international	ADJ
iogr-1219	146	7	petroleum	petroleum	NOUN
iogr-1219	146	8	conference	conference	NOUN
iogr-1219	146	9	and	and	CCONJ
iogr-1219	146	10	exhibition	exhibition	NOUN
iogr-1219	146	11	,	,	PUNCT
iogr-1219	146	12	kuwait	kuwait	PROPN
iogr-1219	146	13	city	city	PROPN
iogr-1219	146	14	,	,	PUNCT
iogr-1219	146	15	kuwait	kuwait	PROPN
iogr-1219	146	16	,	,	PUNCT
iogr-1219	146	17	12	12	NUM
iogr-1219	146	18	-	-	SYM
iogr-1219	146	19	14	14	NUM
iogr-1219	146	20	december	december	NOUN
iogr-1219	146	21	.	.	PUNCT
iogr-1219	147	1	al	al	PROPN
iogr-1219	147	2	-	-	PUNCT
iogr-1219	147	3	ajmim	ajmim	PROPN
iogr-1219	147	4	m.	m.	NOUN
iogr-1219	147	5	,	,	PUNCT
iogr-1219	147	6	tybjerg	tybjerg	PROPN
iogr-1219	147	7	,	,	PUNCT
iogr-1219	147	8	p.	p.	PROPN
iogr-1219	147	9	,	,	PUNCT
iogr-1219	147	10	rasmussen	rasmussen	PROPN
iogr-1219	147	11	,	,	PUNCT
iogr-1219	147	12	c.	c.	PROPN
iogr-1219	147	13	,	,	PUNCT
iogr-1219	147	14	et	et	PROPN
iogr-1219	147	15	al	al	PROPN
iogr-1219	147	16	.	.	PROPN
iogr-1219	147	17	2011	2011	NUM
iogr-1219	147	18	.	.	PUNCT
iogr-1219	148	1	eos	eos	PROPN
iogr-1219	148	2	modeling	modeling	NOUN
iogr-1219	148	3	for	for	ADP
iogr-1219	148	4	two	two	NUM
iogr-1219	148	5	major	major	ADJ
iogr-1219	148	6	kuwaiti	kuwaiti	PROPN
iogr-1219	148	7	oil	oil	NOUN
iogr-1219	148	8	reservoirs	reservoir	NOUN
iogr-1219	148	9	.	.	PUNCT
iogr-1219	149	1	spe	spe	PROPN
iogr-1219	149	2	middle	middle	PROPN
iogr-1219	149	3	east	east	PROPN
iogr-1219	149	4	oil	oil	NOUN
iogr-1219	149	5	and	and	CCONJ
iogr-1219	149	6	gas	gas	NOUN
iogr-1219	149	7	show	show	NOUN
iogr-1219	149	8	and	and	CCONJ
iogr-1219	149	9	conference	conference	NOUN
iogr-1219	149	10	,	,	PUNCT
iogr-1219	149	11	manama	manama	PROPN
iogr-1219	149	12	,	,	PUNCT
iogr-1219	149	13	bahrain	bahrain	NOUN
iogr-1219	149	14	,	,	PUNCT
iogr-1219	149	15	25	25	NUM
iogr-1219	149	16	-	-	SYM
iogr-1219	149	17	28	28	NUM
iogr-1219	149	18	september	september	PROPN
iogr-1219	149	19	.	.	PUNCT
iogr-1219	150	1	alston	alston	PROPN
iogr-1219	150	2	,	,	PUNCT
iogr-1219	150	3	r.	r.	PROPN
iogr-1219	150	4	,	,	PUNCT
iogr-1219	150	5	kokolis	kokolis	PROPN
iogr-1219	150	6	,	,	PUNCT
iogr-1219	150	7	g.	g.	PROPN
iogr-1219	150	8	,	,	PUNCT
iogr-1219	150	9	and	and	CCONJ
iogr-1219	150	10	james	james	PROPN
iogr-1219	150	11	,	,	PUNCT
iogr-1219	150	12	c.	c.	PROPN
iogr-1219	150	13	1985	1985	NUM
iogr-1219	150	14	.	.	PUNCT
iogr-1219	151	1	co2	co2	VERB
iogr-1219	151	2	minimum	minimum	ADJ
iogr-1219	151	3	miscibility	miscibility	NOUN
iogr-1219	151	4	pressure	pressure	NOUN
iogr-1219	151	5	:	:	PUNCT
iogr-1219	151	6	a	a	DET
iogr-1219	151	7	correlation	correlation	NOUN
iogr-1219	151	8	for	for	ADP
iogr-1219	151	9	impure	impure	NOUN
iogr-1219	151	10	co2	co2	NOUN
iogr-1219	151	11	streams	stream	NOUN
iogr-1219	151	12	and	and	CCONJ
iogr-1219	151	13	live	live	ADJ
iogr-1219	151	14	oil	oil	NOUN
iogr-1219	151	15	systems	system	NOUN
iogr-1219	151	16	.	.	PUNCT
iogr-1219	152	1	spe	spe	PROPN
iogr-1219	152	2	journal	journal	PROPN
iogr-1219	152	3	25(2	25(2	NUM
iogr-1219	152	4	):	):	PUNCT
iogr-1219	152	5	268	268	NUM
iogr-1219	152	6	-	-	SYM
iogr-1219	152	7	274	274	NUM
iogr-1219	152	8	.	.	PUNCT
iogr-1219	153	1	cardenas	cardenas	PROPN
iogr-1219	153	2	,	,	PUNCT
iogr-1219	153	3	r.l	r.l	PROPN
iogr-1219	153	4	.	.	PROPN
iogr-1219	153	5	,	,	PUNCT
iogr-1219	153	6	alston	alston	PROPN
iogr-1219	153	7	,	,	PUNCT
iogr-1219	153	8	r.b	r.b	PROPN
iogr-1219	153	9	.	.	PROPN
iogr-1219	153	10	,	,	PUNCT
iogr-1219	153	11	nute	nute	PROPN
iogr-1219	153	12	,	,	PUNCT
iogr-1219	153	13	a.j	a.j	PROPN
iogr-1219	153	14	.	.	PROPN
iogr-1219	153	15	,	,	PUNCT
iogr-1219	153	16	et	et	PROPN
iogr-1219	153	17	al	al	PROPN
iogr-1219	153	18	.	.	PROPN
iogr-1219	153	19	1984	1984	NUM
iogr-1219	153	20	.	.	PUNCT
iogr-1219	154	1	laboratory	laboratory	NOUN
iogr-1219	154	2	design	design	NOUN
iogr-1219	154	3	of	of	ADP
iogr-1219	154	4	a	a	DET
iogr-1219	154	5	gravity	gravity	NOUN
iogr-1219	154	6	-	-	PUNCT
iogr-1219	154	7	stable	stable	ADJ
iogr-1219	154	8	miscible	miscible	ADJ
iogr-1219	154	9	co2	co2	NOUN
iogr-1219	154	10	process	process	NOUN
iogr-1219	154	11	.	.	PUNCT
iogr-1219	155	1	j	j	PROPN
iogr-1219	155	2	pet	pet	ADJ
iogr-1219	155	3	technol	technol	NOUN
iogr-1219	155	4	36(1	36(1	NUM
iogr-1219	155	5	):	):	PUNCT
iogr-1219	155	6	111–118	111–118	NUM
iogr-1219	155	7	.	.	PUNCT
iogr-1219	156	1	chen	chen	PROPN
iogr-1219	156	2	,	,	PUNCT
iogr-1219	156	3	g.	g.	PROPN
iogr-1219	156	4	,	,	PUNCT
iogr-1219	156	5	fu	fu	PROPN
iogr-1219	156	6	,	,	PUNCT
iogr-1219	156	7	k.	k.	PROPN
iogr-1219	156	8	,	,	PUNCT
iogr-1219	156	9	liang	liang	PROPN
iogr-1219	156	10	,	,	PUNCT
iogr-1219	156	11	z.	z.	PROPN
iogr-1219	156	12	,	,	PUNCT
iogr-1219	156	13	et	et	PROPN
iogr-1219	156	14	al	al	PROPN
iogr-1219	156	15	.	.	PUNCT
iogr-1219	157	1	2014.the	2014.the	DET
iogr-1219	157	2	genetic	genetic	ADJ
iogr-1219	157	3	algorithm	algorithm	NOUN
iogr-1219	157	4	based	base	VERB
iogr-1219	157	5	back	back	NOUN
iogr-1219	157	6	propagation	propagation	NOUN
iogr-1219	157	7	neural	neural	ADJ
iogr-1219	157	8	network	network	NOUN
iogr-1219	157	9	for	for	ADP
iogr-1219	157	10	mmp	mmp	PROPN
iogr-1219	157	11	prediction	prediction	NOUN
iogr-1219	157	12	in	in	ADP
iogr-1219	157	13	co2	co2	NOUN
iogr-1219	157	14	-	-	PUNCT
iogr-1219	157	15	eor	eor	NOUN
iogr-1219	157	16	process	process	NOUN
iogr-1219	157	17	.	.	PUNCT
iogr-1219	158	1	fuel	fuel	NOUN
iogr-1219	158	2	126	126	NUM
iogr-1219	158	3	:	:	PUNCT
iogr-1219	158	4	202	202	NUM
iogr-1219	158	5	-	-	SYM
iogr-1219	158	6	212	212	NUM
iogr-1219	158	7	.	.	PUNCT
iogr-1219	159	1	9	9	NUM
iogr-1219	159	2	cronquist	cronquist	NOUN
iogr-1219	159	3	,	,	PUNCT
iogr-1219	159	4	c.	c.	PROPN
iogr-1219	159	5	1978	1978	NUM
iogr-1219	159	6	.	.	PUNCT
iogr-1219	160	1	carbon	carbon	NOUN
iogr-1219	160	2	dioxide	dioxide	NOUN
iogr-1219	160	3	dynamic	dynamic	ADJ
iogr-1219	160	4	miscibility	miscibility	NOUN
iogr-1219	160	5	with	with	ADP
iogr-1219	160	6	light	light	ADJ
iogr-1219	160	7	reservoir	reservoir	NOUN
iogr-1219	160	8	oils	oil	NOUN
iogr-1219	160	9	.	.	PUNCT
iogr-1219	161	1	proc	proc	NOUN
iogr-1219	161	2	.	.	PUNCT
iogr-1219	162	1	fourth	fourth	ADJ
iogr-1219	162	2	annual	annual	ADJ
iogr-1219	162	3	us	us	PROPN
iogr-1219	162	4	doe	doe	NOUN
iogr-1219	162	5	symposium	symposium	NOUN
iogr-1219	162	6	:	:	PUNCT
iogr-1219	162	7	28	28	NUM
iogr-1219	162	8	-	-	SYM
iogr-1219	162	9	30	30	NUM
iogr-1219	162	10	.	.	PUNCT
iogr-1219	163	1	dicharry	dicharry	PROPN
iogr-1219	163	2	,	,	PUNCT
iogr-1219	163	3	r.	r.	PROPN
iogr-1219	163	4	m.	m.	PROPN
iogr-1219	163	5	,	,	PUNCT
iogr-1219	163	6	perryman	perryman	PROPN
iogr-1219	163	7	,	,	PUNCT
iogr-1219	163	8	t.l	t.l	PROPN
iogr-1219	163	9	.	.	PROPN
iogr-1219	163	10	,	,	PUNCT
iogr-1219	163	11	and	and	CCONJ
iogr-1219	163	12	ronquille	ronquille	NOUN
iogr-1219	163	13	,	,	PUNCT
iogr-1219	163	14	j.d	j.d	PROPN
iogr-1219	163	15	.	.	PROPN
iogr-1219	163	16	1973	1973	NUM
iogr-1219	163	17	.	.	PUNCT
iogr-1219	164	1	evaluation	evaluation	NOUN
iogr-1219	164	2	and	and	CCONJ
iogr-1219	164	3	design	design	NOUN
iogr-1219	164	4	of	of	ADP
iogr-1219	164	5	a	a	DET
iogr-1219	164	6	co2	co2	ADJ
iogr-1219	164	7	miscible	miscible	ADJ
iogr-1219	164	8	flood	flood	NOUN
iogr-1219	164	9	project	project	NOUN
iogr-1219	164	10	-	-	PUNCT
iogr-1219	164	11	sacroc	sacroc	NOUN
iogr-1219	164	12	unit	unit	NOUN
iogr-1219	164	13	,	,	PUNCT
iogr-1219	164	14	kelly	kelly	PROPN
iogr-1219	164	15	-	-	PUNCT
iogr-1219	164	16	snyder	snyder	PROPN
iogr-1219	164	17	field	field	NOUN
iogr-1219	164	18	.	.	PUNCT
iogr-1219	165	1	j	j	PROPN
iogr-1219	165	2	pet	pet	ADJ
iogr-1219	165	3	technol	technol	NOUN
iogr-1219	165	4	25(3	25(3	NUM
iogr-1219	165	5	):	):	PUNCT
iogr-1219	165	6	1309–1318	1309–1318	NUM
iogr-1219	165	7	.	.	PUNCT
iogr-1219	166	1	dong	dong	PROPN
iogr-1219	166	2	,	,	PUNCT
iogr-1219	166	3	p.	p.	PROPN
iogr-1219	166	4	,	,	PUNCT
iogr-1219	166	5	liao	liao	PROPN
iogr-1219	166	6	,	,	PUNCT
iogr-1219	166	7	x.	x.	PROPN
iogr-1219	166	8	,	,	PUNCT
iogr-1219	166	9	chen	chen	PROPN
iogr-1219	166	10	,	,	PUNCT
iogr-1219	166	11	z.	z.	PROPN
iogr-1219	166	12	,	,	PUNCT
iogr-1219	166	13	et	et	PROPN
iogr-1219	166	14	al	al	PROPN
iogr-1219	166	15	.	.	PROPN
iogr-1219	166	16	2019	2019	NUM
iogr-1219	166	17	.	.	PUNCT
iogr-1219	167	1	an	an	DET
iogr-1219	167	2	improved	improved	ADJ
iogr-1219	167	3	method	method	NOUN
iogr-1219	167	4	for	for	ADP
iogr-1219	167	5	predicting	predict	VERB
iogr-1219	167	6	co2	co2	ADJ
iogr-1219	167	7	minimum	minimum	ADJ
iogr-1219	167	8	miscibility	miscibility	NOUN
iogr-1219	167	9	pressure	pressure	NOUN
iogr-1219	167	10	based	base	VERB
iogr-1219	167	11	on	on	ADP
iogr-1219	167	12	artificial	artificial	ADJ
iogr-1219	167	13	neural	neural	ADJ
iogr-1219	167	14	network	network	NOUN
iogr-1219	167	15	.	.	PUNCT
iogr-1219	168	1	advances	advance	NOUN
iogr-1219	168	2	in	in	ADP
iogr-1219	168	3	geo	geo	PROPN
iogr-1219	168	4	-	-	PUNCT
iogr-1219	168	5	energy	energy	NOUN
iogr-1219	168	6	research	research	NOUN
iogr-1219	168	7	3(4	3(4	NUM
iogr-1219	168	8	):	):	PUNCT
iogr-1219	168	9	355	355	NUM
iogr-1219	168	10	-	-	SYM
iogr-1219	168	11	364	364	NUM
iogr-1219	168	12	.	.	PUNCT
iogr-1219	169	1	eakin	eakin	PROPN
iogr-1219	169	2	,	,	PUNCT
iogr-1219	169	3	b.e	b.e	PROPN
iogr-1219	169	4	.	.	PROPN
iogr-1219	169	5	,	,	PUNCT
iogr-1219	169	6	and	and	CCONJ
iogr-1219	169	7	mitch	mitch	PROPN
iogr-1219	169	8	,	,	PUNCT
iogr-1219	169	9	f.j	f.j	PROPN
iogr-1219	169	10	.	.	PROPN
iogr-1219	169	11	1988	1988	NUM
iogr-1219	169	12	.	.	PUNCT
iogr-1219	170	1	measurement	measurement	NOUN
iogr-1219	170	2	and	and	CCONJ
iogr-1219	170	3	correlation	correlation	NOUN
iogr-1219	170	4	of	of	ADP
iogr-1219	170	5	miscibility	miscibility	NOUN
iogr-1219	170	6	pressures	pressure	NOUN
iogr-1219	170	7	of	of	ADP
iogr-1219	170	8	reservoir	reservoir	NOUN
iogr-1219	170	9	oils	oil	NOUN
iogr-1219	170	10	.	.	PUNCT
iogr-1219	171	1	paper	paper	NOUN
iogr-1219	171	2	presented	present	VERB
iogr-1219	171	3	at	at	ADP
iogr-1219	171	4	the	the	DET
iogr-1219	171	5	spe	spe	PROPN
iogr-1219	171	6	annual	annual	ADJ
iogr-1219	171	7	technical	technical	ADJ
iogr-1219	171	8	conference	conference	NOUN
iogr-1219	171	9	and	and	CCONJ
iogr-1219	171	10	exhibition	exhibition	NOUN
iogr-1219	171	11	,	,	PUNCT
iogr-1219	171	12	houston	houston	PROPN
iogr-1219	171	13	,	,	PUNCT
iogr-1219	171	14	texas	texas	PROPN
iogr-1219	171	15	,	,	PUNCT
iogr-1219	171	16	19	19	NUM
iogr-1219	171	17	-	-	SYM
iogr-1219	171	18	21	21	NUM
iogr-1219	171	19	october	october	PROPN
iogr-1219	171	20	.	.	PUNCT
iogr-1219	172	1	glasø	glasø	PROPN
iogr-1219	172	2	,	,	PUNCT
iogr-1219	172	3	ø.1985	ø.1985	NOUN
iogr-1219	172	4	.	.	PUNCT
iogr-1219	173	1	generalized	generalize	VERB
iogr-1219	173	2	minimum	minimum	ADJ
iogr-1219	173	3	miscibility	miscibility	NOUN
iogr-1219	173	4	pressure	pressure	NOUN
iogr-1219	173	5	correlation	correlation	NOUN
iogr-1219	173	6	.	.	PUNCT
iogr-1219	174	1	spe	spe	PROPN
iogr-1219	174	2	j.	j.	PROPN
iogr-1219	174	3	25(5	25(5	PROPN
iogr-1219	174	4	):	):	PUNCT
iogr-1219	175	1	927–934	927–934	NUM
iogr-1219	175	2	.	.	PUNCT
iogr-1219	175	3	graue	graue	NOUN
iogr-1219	175	4	,	,	PUNCT
iogr-1219	175	5	d.	d.	PROPN
iogr-1219	175	6	j.	j.	PROPN
iogr-1219	175	7	and	and	CCONJ
iogr-1219	175	8	zana	zana	PROPN
iogr-1219	175	9	,	,	PUNCT
iogr-1219	175	10	e.t	e.t	PROPN
iogr-1219	175	11	.	.	PROPN
iogr-1219	175	12	1981	1981	NUM
iogr-1219	175	13	.	.	PUNCT
iogr-1219	176	1	study	study	NOUN
iogr-1219	176	2	of	of	ADP
iogr-1219	176	3	a	a	DET
iogr-1219	176	4	possible	possible	ADJ
iogr-1219	176	5	co2	co2	NOUN
iogr-1219	176	6	flood	flood	NOUN
iogr-1219	176	7	in	in	ADP
iogr-1219	176	8	rangely	rangely	ADJ
iogr-1219	176	9	field	field	NOUN
iogr-1219	176	10	.	.	PUNCT
iogr-1219	177	1	j	j	PROPN
iogr-1219	177	2	pet	pet	PROPN
iogr-1219	177	3	technol	technol	PROPN
iogr-1219	177	4	33(1	33(1	PROPN
iogr-1219	177	5	):	):	PUNCT
iogr-1219	177	6	1312	1312	NUM
iogr-1219	177	7	–	–	PUNCT
iogr-1219	177	8	1318	1318	NUM
iogr-1219	177	9	.	.	PUNCT
iogr-1219	178	1	han	han	PROPN
iogr-1219	178	2	,	,	PUNCT
iogr-1219	178	3	p.	p.	PROPN
iogr-1219	178	4	,	,	PUNCT
iogr-1219	178	5	jiang	jiang	PROPN
iogr-1219	178	6	,	,	PUNCT
iogr-1219	178	7	y.	y.	PROPN
iogr-1219	178	8	,	,	PUNCT
iogr-1219	178	9	and	and	CCONJ
iogr-1219	178	10	zhang	zhang	PROPN
iogr-1219	178	11	,	,	PUNCT
iogr-1219	178	12	j.	j.	PROPN
iogr-1219	178	13	1989	1989	NUM
iogr-1219	178	14	.	.	PUNCT
iogr-1219	179	1	prediction	prediction	NOUN
iogr-1219	179	2	of	of	ADP
iogr-1219	179	3	minimum	minimum	ADJ
iogr-1219	179	4	mixed	mix	VERB
iogr-1219	179	5	-	-	PUNCT
iogr-1219	179	6	phase	phase	NOUN
iogr-1219	179	7	pressure	pressure	NOUN
iogr-1219	179	8	for	for	ADP
iogr-1219	179	9	carbon	carbon	NOUN
iogr-1219	179	10	dioxide	dioxide	NOUN
iogr-1219	179	11	oil	oil	NOUN
iogr-1219	179	12	drive	drive	NOUN
iogr-1219	179	13	in	in	ADP
iogr-1219	179	14	daqing	daqe	VERB
iogr-1219	179	15	oilfield	oilfield	NOUN
iogr-1219	179	16	.	.	PUNCT
iogr-1219	180	1	oilfield	oilfield	NOUN
iogr-1219	180	2	chemistry	chemistry	NOUN
iogr-1219	180	3	6(4	6(4	NOUN
iogr-1219	180	4	):	):	PUNCT
iogr-1219	180	5	309	309	NUM
iogr-1219	180	6	-	-	SYM
iogr-1219	180	7	316	316	NUM
iogr-1219	180	8	.	.	PUNCT
iogr-1219	181	1	harmon	harmon	PROPN
iogr-1219	181	2	,	,	PUNCT
iogr-1219	181	3	r.	r.	PROPN
iogr-1219	181	4	a.	a.	PROPN
iogr-1219	181	5	and	and	CCONJ
iogr-1219	181	6	reid	reid	PROPN
iogr-1219	181	7	,	,	PUNCT
iogr-1219	181	8	b.	b.	PROPN
iogr-1219	181	9	g.	g.	PROPN
iogr-1219	181	10	1988	1988	NUM
iogr-1219	181	11	.	.	PUNCT
iogr-1219	182	1	vapor	vapor	NOUN
iogr-1219	182	2	-	-	PUNCT
iogr-1219	182	3	density	density	NOUN
iogr-1219	182	4	measurement	measurement	NOUN
iogr-1219	182	5	for	for	ADP
iogr-1219	182	6	estimating	estimate	VERB
iogr-1219	182	7	minimum	minimum	ADJ
iogr-1219	182	8	miscibility	miscibility	NOUN
iogr-1219	182	9	pressure	pressure	NOUN
iogr-1219	182	10	.	.	PUNCT
iogr-1219	183	1	spe	spe	PROPN
iogr-1219	183	2	res	res	PROPN
iogr-1219	183	3	eng	eng	PROPN
iogr-1219	183	4	3(4	3(4	NUM
iogr-1219	183	5	):	):	PUNCT
iogr-1219	183	6	1215–1220	1215–1220	NUM
iogr-1219	183	7	.	.	PUNCT
iogr-1219	184	1	henry	henry	PROPN
iogr-1219	184	2	,	,	PUNCT
iogr-1219	184	3	r.	r.	PROPN
iogr-1219	184	4	l.	l.	PROPN
iogr-1219	184	5	and	and	CCONJ
iogr-1219	184	6	metcalfe	metcalfe	PROPN
iogr-1219	184	7	,	,	PUNCT
iogr-1219	184	8	r.	r.	PROPN
iogr-1219	184	9	s.	s.	PROPN
iogr-1219	184	10	1983	1983	NUM
iogr-1219	184	11	.	.	PUNCT
iogr-1219	185	1	multiple	multiple	ADJ
iogr-1219	185	2	-	-	PUNCT
iogr-1219	185	3	phase	phase	NOUN
iogr-1219	185	4	generation	generation	NOUN
iogr-1219	185	5	during	during	ADP
iogr-1219	185	6	carbon	carbon	NOUN
iogr-1219	185	7	dioxide	dioxide	NOUN
iogr-1219	185	8	flooding	flooding	NOUN
iogr-1219	185	9	.	.	PUNCT
iogr-1219	186	1	spe	spe	PROPN
iogr-1219	186	2	j.	j.	PROPN
iogr-1219	186	3	23(3	23(3	PROPN
iogr-1219	186	4	):	):	PUNCT
iogr-1219	186	5	595–601	595–601	NUM
iogr-1219	186	6	.	.	PUNCT
iogr-1219	187	1	holm	holm	PROPN
iogr-1219	187	2	,	,	PUNCT
iogr-1219	187	3	w.	w.	PROPN
iogr-1219	187	4	l.	l.	PROPN
iogr-1219	187	5	1987	1987	NUM
iogr-1219	187	6	.	.	PUNCT
iogr-1219	188	1	evolution	evolution	NOUN
iogr-1219	188	2	of	of	ADP
iogr-1219	188	3	the	the	DET
iogr-1219	188	4	carbon	carbon	NOUN
iogr-1219	188	5	dioxide	dioxide	NOUN
iogr-1219	188	6	flooding	flooding	NOUN
iogr-1219	188	7	processes	process	NOUN
iogr-1219	188	8	.	.	PUNCT
iogr-1219	189	1	journal	journal	PROPN
iogr-1219	189	2	of	of	ADP
iogr-1219	189	3	petroleum	petroleum	NOUN
iogr-1219	189	4	technology	technology	NOUN
iogr-1219	189	5	39(11	39(11	NUM
iogr-1219	189	6	):	):	PUNCT
iogr-1219	189	7	1337	1337	NUM
iogr-1219	189	8	-	-	SYM
iogr-1219	189	9	1342	1342	NUM
iogr-1219	189	10	.	.	PUNCT
iogr-1219	190	1	lai	lai	PROPN
iogr-1219	190	2	,	,	PUNCT
iogr-1219	190	3	f.	f.	PROPN
iogr-1219	190	4	,	,	PUNCT
iogr-1219	190	5	li	li	PROPN
iogr-1219	190	6	,	,	PUNCT
iogr-1219	190	7	z.	z.	PROPN
iogr-1219	190	8	,	,	PUNCT
iogr-1219	190	9	and	and	CCONJ
iogr-1219	190	10	hu	hu	PROPN
iogr-1219	190	11	,	,	PUNCT
iogr-1219	190	12	x.	x.	NOUN
iogr-1219	190	13	2017	2017	NUM
iogr-1219	190	14	.	.	PUNCT
iogr-1219	190	15	improved	improve	VERB
iogr-1219	190	16	minimum	minimum	ADJ
iogr-1219	190	17	miscibility	miscibility	NOUN
iogr-1219	190	18	pressure	pressure	NOUN
iogr-1219	190	19	correlation	correlation	NOUN
iogr-1219	190	20	for	for	ADP
iogr-1219	190	21	co2	co2	NOUN
iogr-1219	190	22	flooding	flooding	NOUN
iogr-1219	190	23	using	use	VERB
iogr-1219	190	24	various	various	ADJ
iogr-1219	190	25	oil	oil	NOUN
iogr-1219	190	26	components	component	NOUN
iogr-1219	190	27	and	and	CCONJ
iogr-1219	190	28	their	their	PRON
iogr-1219	190	29	effects	effect	NOUN
iogr-1219	190	30	.	.	PUNCT
iogr-1219	191	1	journal	journal	NOUN
iogr-1219	191	2	of	of	ADP
iogr-1219	191	3	geophysics	geophysic	NOUN
iogr-1219	191	4	and	and	CCONJ
iogr-1219	191	5	engineering	engineering	NOUN
iogr-1219	191	6	14(2	14(2	NUM
iogr-1219	191	7	):	):	PUNCT
iogr-1219	191	8	331–340	331–340	NUM
iogr-1219	191	9	.	.	PUNCT
iogr-1219	192	1	kanatbayev	kanatbayev	PROPN
iogr-1219	192	2	,	,	PUNCT
iogr-1219	192	3	m.	m.	NOUN
iogr-1219	192	4	,	,	PUNCT
iogr-1219	192	5	meisingset	meisingset	NOUN
iogr-1219	192	6	,	,	PUNCT
iogr-1219	192	7	k.k.k	k.k.k	PROPN
iogr-1219	192	8	,	,	PUNCT
iogr-1219	192	9	and	and	CCONJ
iogr-1219	192	10	uleberg	uleberg	PROPN
iogr-1219	192	11	,	,	PUNCT
iogr-1219	192	12	k.	k.	PROPN
iogr-1219	192	13	2015	2015	NUM
iogr-1219	192	14	.	.	PUNCT
iogr-1219	193	1	comparison	comparison	NOUN
iogr-1219	193	2	of	of	ADP
iogr-1219	193	3	mmp	mmp	PROPN
iogr-1219	193	4	estimation	estimation	NOUN
iogr-1219	193	5	methods	method	NOUN
iogr-1219	193	6	with	with	ADP
iogr-1219	193	7	proposed	propose	VERB
iogr-1219	193	8	workflow	workflow	NOUN
iogr-1219	193	9	.	.	PUNCT
iogr-1219	194	1	paper	paper	NOUN
iogr-1219	194	2	presented	present	VERB
iogr-1219	194	3	at	at	ADP
iogr-1219	194	4	the	the	DET
iogr-1219	194	5	spe	spe	PROPN
iogr-1219	194	6	bergen	bergen	PROPN
iogr-1219	194	7	one	one	NUM
iogr-1219	194	8	day	day	NOUN
iogr-1219	194	9	seminar	seminar	NOUN
iogr-1219	194	10	,	,	PUNCT
iogr-1219	194	11	bergen	bergen	PROPN
iogr-1219	194	12	,	,	PUNCT
iogr-1219	194	13	norway	norway	PROPN
iogr-1219	194	14	,	,	PUNCT
iogr-1219	194	15	19	19	NUM
iogr-1219	194	16	-	-	SYM
iogr-1219	194	17	22	22	NUM
iogr-1219	194	18	april	april	PROPN
iogr-1219	194	19	.	.	PUNCT
iogr-1219	195	1	khan	khan	PROPN
iogr-1219	195	2	,	,	PUNCT
iogr-1219	195	3	s.a	s.a	PROPN
iogr-1219	195	4	.	.	PROPN
iogr-1219	195	5	,	,	PUNCT
iogr-1219	195	6	pope	pope	PROPN
iogr-1219	195	7	,	,	PUNCT
iogr-1219	195	8	g.a	g.a	PROPN
iogr-1219	195	9	.	.	PROPN
iogr-1219	195	10	,	,	PUNCT
iogr-1219	195	11	and	and	CCONJ
iogr-1219	195	12	kamy	kamy	PROPN
iogr-1219	195	13	,	,	PUNCT
iogr-1219	195	14	s.	s.	PROPN
iogr-1219	195	15	1992	1992	NUM
iogr-1219	195	16	.	.	PUNCT
iogr-1219	196	1	fluid	fluid	ADJ
iogr-1219	196	2	characterization	characterization	NOUN
iogr-1219	196	3	of	of	ADP
iogr-1219	196	4	three	three	NUM
iogr-1219	196	5	-	-	PUNCT
iogr-1219	196	6	phase	phase	NOUN
iogr-1219	196	7	co2	co2	NOUN
iogr-1219	196	8	/	/	SYM
iogr-1219	196	9	oil	oil	NOUN
iogr-1219	196	10	mixtures	mixture	NOUN
iogr-1219	196	11	.	.	PUNCT
iogr-1219	197	1	paper	paper	NOUN
iogr-1219	197	2	presented	present	VERB
iogr-1219	197	3	at	at	ADP
iogr-1219	197	4	the	the	DET
iogr-1219	197	5	spe	spe	PROPN
iogr-1219	197	6	/	/	SYM
iogr-1219	197	7	doe	doe	NOUN
iogr-1219	197	8	enhanced	enhance	VERB
iogr-1219	197	9	oil	oil	NOUN
iogr-1219	197	10	recovery	recovery	NOUN
iogr-1219	197	11	symposium	symposium	NOUN
iogr-1219	197	12	,	,	PUNCT
iogr-1219	197	13	tulsa	tulsa	PROPN
iogr-1219	197	14	,	,	PUNCT
iogr-1219	197	15	oklahoma	oklahoma	PROPN
iogr-1219	197	16	,	,	PUNCT
iogr-1219	197	17	6	6	NUM
iogr-1219	197	18	-	-	SYM
iogr-1219	197	19	8	8	NUM
iogr-1219	197	20	april	april	NOUN
iogr-1219	197	21	.	.	PUNCT
iogr-1219	198	1	mousavi	mousavi	PROPN
iogr-1219	198	2	,	,	PUNCT
iogr-1219	198	3	d.s.a	d.s.a	PROPN
iogr-1219	198	4	.	.	PROPN
iogr-1219	198	5	,	,	PUNCT
iogr-1219	198	6	vafaie	vafaie	PROPN
iogr-1219	198	7	,	,	PUNCT
iogr-1219	198	8	s.m	s.m	PROPN
iogr-1219	198	9	.	.	PROPN
iogr-1219	198	10	,	,	PUNCT
iogr-1219	198	11	ameri	ameri	PROPN
iogr-1219	198	12	,	,	PUNCT
iogr-1219	198	13	a.	a.	PROPN
iogr-1219	198	14	,	,	PUNCT
iogr-1219	198	15	et	et	PROPN
iogr-1219	198	16	al	al	PROPN
iogr-1219	198	17	.	.	PROPN
iogr-1219	198	18	2008	2008	NUM
iogr-1219	198	19	.	.	PUNCT
iogr-1219	199	1	minimum	minimum	ADJ
iogr-1219	199	2	miscibility	miscibility	NOUN
iogr-1219	199	3	pressure	pressure	NOUN
iogr-1219	199	4	prediction	prediction	NOUN
iogr-1219	199	5	based	base	VERB
iogr-1219	199	6	on	on	ADP
iogr-1219	199	7	a	a	DET
iogr-1219	199	8	hybrid	hybrid	ADJ
iogr-1219	199	9	neural	neural	ADJ
iogr-1219	199	10	genetic	genetic	ADJ
iogr-1219	199	11	algorithm	algorithm	NOUN
iogr-1219	199	12	.	.	PUNCT
iogr-1219	200	1	chem	chem	NOUN
iogr-1219	200	2	.	.	PUNCT
iogr-1219	201	1	eng	eng	PROPN
iogr-1219	201	2	.	.	PUNCT
iogr-1219	202	1	res	res	PROPN
iogr-1219	202	2	.	.	PUNCT
iogr-1219	203	1	des	des	PROPN
iogr-1219	203	2	.	.	PROPN
iogr-1219	203	3	86(2	86(2	PROPN
iogr-1219	203	4	):	):	PUNCT
iogr-1219	203	5	173	173	NUM
iogr-1219	203	6	-	-	SYM
iogr-1219	203	7	185	185	NUM
iogr-1219	203	8	.	.	PUNCT
iogr-1219	204	1	mungan	mungan	VERB
iogr-1219	204	2	,	,	PUNCT
iogr-1219	204	3	n.	n.	PROPN
iogr-1219	204	4	1981	1981	NUM
iogr-1219	204	5	.	.	PUNCT
iogr-1219	205	1	carbon	carbon	NOUN
iogr-1219	205	2	dioxide	dioxide	NOUN
iogr-1219	205	3	flooding	flooding	NOUN
iogr-1219	205	4	—	—	PUNCT
iogr-1219	205	5	fundamentals	fundamental	NOUN
iogr-1219	205	6	.	.	PUNCT
iogr-1219	206	1	journal	journal	NOUN
iogr-1219	206	2	of	of	ADP
iogr-1219	206	3	canadian	canadian	ADJ
iogr-1219	206	4	petroleum	petroleum	NOUN
iogr-1219	206	5	technology	technology	NOUN
iogr-1219	206	6	20(1	20(1	NOUN
iogr-1219	206	7	):	):	PUNCT
iogr-1219	206	8	87	87	NUM
iogr-1219	206	9	-	-	SYM
iogr-1219	206	10	92	92	NUM
iogr-1219	206	11	.	.	PUNCT
iogr-1219	207	1	nasrifar	nasrifar	ADV
iogr-1219	207	2	,	,	PUNCT
iogr-1219	207	3	k.h	k.h	PROPN
iogr-1219	207	4	.	.	PROPN
iogr-1219	207	5	and	and	CCONJ
iogr-1219	207	6	moshfeghian	moshfeghian	NOUN
iogr-1219	207	7	,	,	PUNCT
iogr-1219	207	8	m.	m.	NOUN
iogr-1219	207	9	2001	2001	NUM
iogr-1219	207	10	.	.	PUNCT
iogr-1219	208	1	vapor	vapor	NOUN
iogr-1219	208	2	-	-	PUNCT
iogr-1219	208	3	liquid	liquid	NOUN
iogr-1219	208	4	equilibrium	equilibrium	NOUN
iogr-1219	208	5	of	of	ADP
iogr-1219	208	6	lng	lng	PROPN
iogr-1219	208	7	and	and	CCONJ
iogr-1219	208	8	gas	gas	NOUN
iogr-1219	208	9	condensate	condensate	NOUN
iogr-1219	208	10	mixtures	mixture	NOUN
iogr-1219	208	11	by	by	ADP
iogr-1219	208	12	the	the	DET
iogr-1219	208	13	nasrifar	nasrifar	ADV
iogr-1219	208	14	-	-	PUNCT
iogr-1219	208	15	moshfeghian	moshfeghian	ADJ
iogr-1219	208	16	equation	equation	NOUN
iogr-1219	208	17	of	of	ADP
iogr-1219	208	18	state	state	NOUN
iogr-1219	208	19	.	.	PUNCT
iogr-1219	209	1	fluid	fluid	ADJ
iogr-1219	209	2	phase	phase	NOUN
iogr-1219	209	3	equil	equil	PROPN
iogr-1219	209	4	.	.	PUNCT
iogr-1219	210	1	200(1):73	200(1):73	NUM
iogr-1219	210	2	-	-	PUNCT
iogr-1219	210	3	88	88	NUM
iogr-1219	210	4	orr	orr	PROPN
iogr-1219	210	5	,	,	PUNCT
iogr-1219	210	6	f.m	f.m	PROPN
iogr-1219	210	7	and	and	CCONJ
iogr-1219	210	8	jensen	jensen	PROPN
iogr-1219	210	9	,	,	PUNCT
iogr-1219	210	10	c.m	c.m	PROPN
iogr-1219	210	11	.	.	PROPN
iogr-1219	210	12	1986	1986	NUM
iogr-1219	210	13	.	.	PUNCT
iogr-1219	211	1	interpretation	interpretation	NOUN
iogr-1219	211	2	of	of	ADP
iogr-1219	211	3	pressure	pressure	NOUN
iogr-1219	211	4	-	-	PUNCT
iogr-1219	211	5	composition	composition	NOUN
iogr-1219	211	6	phase	phase	NOUN
iogr-1219	211	7	diagram	diagram	NOUN
iogr-1219	211	8	for	for	ADP
iogr-1219	211	9	co2	co2	NOUN
iogr-1219	211	10	-	-	PUNCT
iogr-1219	211	11	crude	crude	NOUN
iogr-1219	211	12	oil	oil	NOUN
iogr-1219	211	13	systems	system	NOUN
iogr-1219	211	14	.	.	PUNCT
iogr-1219	212	1	spe	spe	PROPN
iogr-1219	212	2	j	j	PROPN
iogr-1219	212	3	24(5):485	24(5):485	NUM
iogr-1219	212	4	-	-	SYM
iogr-1219	212	5	497	497	NUM
iogr-1219	212	6	.	.	PUNCT
iogr-1219	213	1	orr	orr	PROPN
iogr-1219	213	2	,	,	PUNCT
iogr-1219	213	3	f.m	f.m	PROPN
iogr-1219	213	4	.	.	PROPN
iogr-1219	213	5	and	and	CCONJ
iogr-1219	213	6	silva	silva	PROPN
iogr-1219	213	7	,	,	PUNCT
iogr-1219	213	8	m.k	m.k	PROPN
iogr-1219	213	9	.	.	PROPN
iogr-1219	213	10	1987	1987	NUM
iogr-1219	213	11	.	.	PUNCT
iogr-1219	214	1	effect	effect	NOUN
iogr-1219	214	2	of	of	ADP
iogr-1219	214	3	oil	oil	NOUN
iogr-1219	214	4	composition	composition	NOUN
iogr-1219	214	5	on	on	ADP
iogr-1219	214	6	minimum	minimum	ADJ
iogr-1219	214	7	miscibility	miscibility	NOUN
iogr-1219	214	8	pressure	pressure	NOUN
iogr-1219	214	9	-	-	PUNCT
iogr-1219	214	10	part	part	NOUN
iogr-1219	214	11	2	2	NUM
iogr-1219	214	12	:	:	PUNCT
iogr-1219	214	13	correlation	correlation	NOUN
iogr-1219	214	14	.	.	PUNCT
iogr-1219	215	1	spe	spe	PROPN
iogr-1219	215	2	res	res	PROPN
iogr-1219	215	3	eng	eng	PROPN
iogr-1219	215	4	2(4	2(4	NUM
iogr-1219	215	5	):	):	PUNCT
iogr-1219	215	6	479	479	NUM
iogr-1219	215	7	-	-	SYM
iogr-1219	215	8	490	490	NUM
iogr-1219	215	9	.	.	PUNCT
iogr-1219	215	10	spe-14150	spe-14150	NOUN
iogr-1219	215	11	-	-	PUNCT
iogr-1219	215	12	pa	pa	PROPN
iogr-1219	215	13	.	.	PROPN
iogr-1219	215	14	saeedi	saeedi	PROPN
iogr-1219	215	15	,	,	PUNCT
iogr-1219	215	16	d.a.h	d.a.h	PROPN
iogr-1219	215	17	.	.	PROPN
iogr-1219	215	18	and	and	CCONJ
iogr-1219	215	19	soleimani	soleimani	PROPN
iogr-1219	215	20	,	,	PUNCT
iogr-1219	215	21	r.	r.	PROPN
iogr-1219	215	22	2020	2020	NUM
iogr-1219	215	23	.	.	PUNCT
iogr-1219	216	1	prediction	prediction	NOUN
iogr-1219	216	2	of	of	ADP
iogr-1219	216	3	co2‐oil	co2‐oil	PROPN
iogr-1219	216	4	minimum	minimum	NOUN
iogr-1219	216	5	miscibility	miscibility	NOUN
iogr-1219	216	6	pressure	pressure	NOUN
iogr-1219	216	7	using	use	VERB
iogr-1219	216	8	soft	soft	ADJ
iogr-1219	216	9	computing	computing	NOUN
iogr-1219	216	10	methods	method	NOUN
iogr-1219	216	11	.	.	PUNCT
iogr-1219	217	1	chemical	chemical	PROPN
iogr-1219	217	2	engineering	engineering	PROPN
iogr-1219	217	3	&	&	CCONJ
iogr-1219	217	4	technology	technology	PROPN
iogr-1219	217	5	43(7	43(7	NUM
iogr-1219	217	6	):	):	PUNCT
iogr-1219	217	7	1361	1361	NUM
iogr-1219	217	8	-	-	SYM
iogr-1219	217	9	1371	1371	NUM
iogr-1219	217	10	.	.	PUNCT
iogr-1219	218	1	silva	silva	PROPN
iogr-1219	218	2	,	,	PUNCT
iogr-1219	218	3	m.k	m.k	PROPN
iogr-1219	218	4	.	.	PROPN
iogr-1219	218	5	and	and	CCONJ
iogr-1219	218	6	orr	orr	PROPN
iogr-1219	218	7	,	,	PUNCT
iogr-1219	218	8	f.m	f.m	PROPN
iogr-1219	218	9	.	.	PROPN
iogr-1219	218	10	1987	1987	NUM
iogr-1219	218	11	.	.	PUNCT
iogr-1219	219	1	effect	effect	NOUN
iogr-1219	219	2	of	of	ADP
iogr-1219	219	3	oil	oil	NOUN
iogr-1219	219	4	composition	composition	NOUN
iogr-1219	219	5	on	on	ADP
iogr-1219	219	6	minimum	minimum	ADJ
iogr-1219	219	7	miscibility	miscibility	NOUN
iogr-1219	219	8	pressure	pressure	NOUN
iogr-1219	219	9	-	-	PUNCT
iogr-1219	219	10	part	part	NOUN
iogr-1219	219	11	1	1	NUM
iogr-1219	219	12	:	:	PUNCT
iogr-1219	219	13	solubility	solubility	NOUN
iogr-1219	219	14	of	of	ADP
iogr-1219	219	15	hydrocarbons	hydrocarbon	NOUN
iogr-1219	219	16	in	in	ADP
iogr-1219	219	17	dense	dense	ADJ
iogr-1219	219	18	co2	co2	NOUN
iogr-1219	219	19	.	.	PUNCT
iogr-1219	220	1	spe	spe	PROPN
iogr-1219	220	2	res	res	PROPN
iogr-1219	220	3	eng	eng	PROPN
iogr-1219	220	4	2(4	2(4	NUM
iogr-1219	220	5	):	):	PUNCT
iogr-1219	220	6	468	468	NUM
iogr-1219	220	7	-	-	SYM
iogr-1219	220	8	478	478	NUM
iogr-1219	220	9	.	.	PUNCT
iogr-1219	220	10	spe-14149	spe-14149	PROPN
iogr-1219	220	11	-	-	PUNCT
iogr-1219	220	12	pa	pa	PROPN
iogr-1219	220	13	spence	spence	PROPN
iogr-1219	220	14	,	,	PUNCT
iogr-1219	220	15	a.p	a.p	PROPN
iogr-1219	220	16	.	.	PROPN
iogr-1219	220	17	and	and	CCONJ
iogr-1219	220	18	watkins	watkins	PROPN
iogr-1219	220	19	,	,	PUNCT
iogr-1219	220	20	r.w	r.w	PROPN
iogr-1219	220	21	.	.	PROPN
iogr-1219	220	22	1980	1980	NUM
iogr-1219	220	23	.	.	PUNCT
iogr-1219	221	1	the	the	DET
iogr-1219	221	2	effect	effect	NOUN
iogr-1219	221	3	of	of	ADP
iogr-1219	221	4	microscopic	microscopic	ADJ
iogr-1219	221	5	core	core	NOUN
iogr-1219	221	6	heterogeneity	heterogeneity	NOUN
iogr-1219	221	7	on	on	ADP
iogr-1219	221	8	miscible	miscible	ADJ
iogr-1219	221	9	flood	flood	NOUN
iogr-1219	221	10	residual	residual	ADJ
iogr-1219	221	11	oil	oil	NOUN
iogr-1219	221	12	saturation	saturation	NOUN
iogr-1219	221	13	.	.	PUNCT
iogr-1219	222	1	paper	paper	NOUN
iogr-1219	222	2	presented	present	VERB
iogr-1219	222	3	at	at	ADP
iogr-1219	222	4	the	the	DET
iogr-1219	222	5	spe	spe	PROPN
iogr-1219	222	6	annual	annual	ADJ
iogr-1219	222	7	technical	technical	ADJ
iogr-1219	222	8	conference	conference	NOUN
iogr-1219	222	9	and	and	CCONJ
iogr-1219	222	10	exhibition	exhibition	NOUN
iogr-1219	222	11	,	,	PUNCT
iogr-1219	222	12	dallas	dallas	PROPN
iogr-1219	222	13	,	,	PUNCT
iogr-1219	222	14	texas	texas	PROPN
iogr-1219	222	15	,	,	PUNCT
iogr-1219	222	16	21	21	NUM
iogr-1219	222	17	-	-	SYM
iogr-1219	222	18	24	24	NUM
iogr-1219	222	19	september	september	PROPN
iogr-1219	222	20	.	.	PUNCT
iogr-1219	223	1	thakur	thakur	PROPN
iogr-1219	223	2	,	,	PUNCT
iogr-1219	223	3	g.c	g.c	PROPN
iogr-1219	223	4	.	.	PROPN
iogr-1219	223	5	,	,	PUNCT
iogr-1219	223	6	lin	lin	PROPN
iogr-1219	223	7	,	,	PUNCT
iogr-1219	223	8	c.j	c.j	PROPN
iogr-1219	223	9	.	.	PROPN
iogr-1219	223	10	,	,	PUNCT
iogr-1219	223	11	and	and	CCONJ
iogr-1219	223	12	patel	patel	PROPN
iogr-1219	223	13	,	,	PUNCT
iogr-1219	223	14	y.r	y.r	PROPN
iogr-1219	223	15	.	.	PROPN
iogr-1219	223	16	1984	1984	NUM
iogr-1219	223	17	.	.	PUNCT
iogr-1219	224	1	co2	co2	NOUN
iogr-1219	224	2	minitest	minitest	NOUN
iogr-1219	224	3	,	,	PUNCT
iogr-1219	224	4	little	little	ADJ
iogr-1219	224	5	knife	knife	NOUN
iogr-1219	224	6	field	field	NOUN
iogr-1219	224	7	,	,	PUNCT
iogr-1219	224	8	nd	nd	PRON
iogr-1219	224	9	:	:	PUNCT
iogr-1219	224	10	a	a	DET
iogr-1219	224	11	case	case	NOUN
iogr-1219	224	12	history	history	NOUN
iogr-1219	224	13	.	.	PUNCT
iogr-1219	225	1	paper	paper	NOUN
iogr-1219	225	2	presented	present	VERB
iogr-1219	225	3	at	at	ADP
iogr-1219	225	4	the	the	DET
iogr-1219	225	5	spe	spe	PROPN
iogr-1219	225	6	enhanced	enhanced	ADJ
iogr-1219	225	7	oil	oil	NOUN
iogr-1219	225	8	recovery	recovery	NOUN
iogr-1219	225	9	symposium	symposium	NOUN
iogr-1219	225	10	,	,	PUNCT
iogr-1219	225	11	tulsa	tulsa	PROPN
iogr-1219	225	12	,	,	PUNCT
iogr-1219	225	13	oklahoma	oklahoma	PROPN
iogr-1219	225	14	,	,	PUNCT
iogr-1219	225	15	19	19	NUM
iogr-1219	225	16	-	-	SYM
iogr-1219	225	17	21	21	NUM
iogr-1219	225	18	april	april	PROPN
iogr-1219	225	19	.	.	PUNCT
iogr-1219	226	1	tian	tian	ADJ
iogr-1219	226	2	,	,	PUNCT
iogr-1219	226	3	y.	y.	PROPN
iogr-1219	226	4	,	,	PUNCT
iogr-1219	226	5	ju	ju	PROPN
iogr-1219	226	6	,	,	PUNCT
iogr-1219	226	7	b.	b.	PROPN
iogr-1219	226	8	,	,	PUNCT
iogr-1219	226	9	yang	yang	PROPN
iogr-1219	226	10	,	,	PUNCT
iogr-1219	226	11	y.	y.	PROPN
iogr-1219	226	12	,	,	PUNCT
iogr-1219	226	13	et	et	PROPN
iogr-1219	226	14	al	al	PROPN
iogr-1219	226	15	.	.	PROPN
iogr-1219	226	16	2020	2020	NUM
iogr-1219	226	17	.	.	PUNCT
iogr-1219	227	1	estimation	estimation	NOUN
iogr-1219	227	2	of	of	ADP
iogr-1219	227	3	minimum	minimum	ADJ
iogr-1219	227	4	miscibility	miscibility	NOUN
iogr-1219	227	5	pressure	pressure	NOUN
iogr-1219	227	6	during	during	ADP
iogr-1219	227	7	co2	co2	NOUN
iogr-1219	227	8	flooding	flooding	NOUN
iogr-1219	227	9	in	in	ADP
iogr-1219	227	10	hydrocarbon	hydrocarbon	NOUN
iogr-1219	227	11	reservoirs	reservoir	NOUN
iogr-1219	227	12	using	use	VERB
iogr-1219	227	13	an	an	DET
iogr-1219	227	14	optimized	optimize	VERB
iogr-1219	227	15	neural	neural	ADJ
iogr-1219	227	16	network	network	NOUN
iogr-1219	227	17	.	.	PUNCT
iogr-1219	228	1	energy	energy	NOUN
iogr-1219	228	2	exploration	exploration	NOUN
iogr-1219	228	3	&	&	CCONJ
iogr-1219	228	4	exploitation	exploitation	NOUN
iogr-1219	228	5	38(6	38(6	NOUN
iogr-1219	228	6	):	):	PUNCT
iogr-1219	228	7	24852506	24852506	NUM
iogr-1219	228	8	.	.	PUNCT
iogr-1219	229	1	yellig	yellig	PROPN
iogr-1219	229	2	,	,	PUNCT
iogr-1219	229	3	w.f	w.f	PROPN
iogr-1219	229	4	.	.	PROPN
iogr-1219	229	5	and	and	CCONJ
iogr-1219	229	6	metcalfe	metcalfe	PROPN
iogr-1219	229	7	,	,	PUNCT
iogr-1219	229	8	r.s	r.s	PROPN
iogr-1219	229	9	.	.	PROPN
iogr-1219	229	10	1980	1980	NUM
iogr-1219	229	11	.	.	PUNCT
iogr-1219	230	1	determination	determination	NOUN
iogr-1219	230	2	and	and	CCONJ
iogr-1219	230	3	prediction	prediction	NOUN
iogr-1219	230	4	of	of	ADP
iogr-1219	230	5	co2	co2	VERB
iogr-1219	230	6	minimum	minimum	ADJ
iogr-1219	230	7	miscibility	miscibility	NOUN
iogr-1219	230	8	pressures	pressure	NOUN
iogr-1219	230	9	.	.	PUNCT
iogr-1219	231	1	journal	journal	PROPN
iogr-1219	231	2	of	of	ADP
iogr-1219	231	3	petroleum	petroleum	NOUN
iogr-1219	231	4	technology	technology	NOUN
iogr-1219	231	5	32(1	32(1	NUM
iogr-1219	231	6	):	):	PUNCT
iogr-1219	231	7	160	160	NUM
iogr-1219	231	8	-	-	SYM
iogr-1219	231	9	168	168	NUM
iogr-1219	231	10	.	.	PUNCT
iogr-1219	232	1	zhang	zhang	PROPN
iogr-1219	232	2	,	,	PUNCT
iogr-1219	232	3	j.	j.	PROPN
iogr-1219	232	4	,	,	PUNCT
iogr-1219	232	5	zhang	zhang	PROPN
iogr-1219	232	6	,	,	PUNCT
iogr-1219	232	7	x.	x.	PROPN
iogr-1219	232	8	,	,	PUNCT
iogr-1219	232	9	and	and	CCONJ
iogr-1219	232	10	dong	dong	PROPN
iogr-1219	232	11	,	,	PUNCT
iogr-1219	232	12	s.	s.	PROPN
iogr-1219	232	13	2020	2020	NUM
iogr-1219	232	14	.	.	PUNCT
iogr-1219	233	1	estimation	estimation	NOUN
iogr-1219	233	2	of	of	ADP
iogr-1219	233	3	crude	crude	ADJ
iogr-1219	233	4	oil	oil	NOUN
iogr-1219	233	5	minimum	minimum	NOUN
iogr-1219	233	6	miscibility	miscibility	NOUN
iogr-1219	233	7	pressure	pressure	NOUN
iogr-1219	233	8	during	during	ADP
iogr-1219	233	9	co2	co2	NOUN
iogr-1219	233	10	flooding	flooding	NOUN
iogr-1219	233	11	:	:	PUNCT
iogr-1219	233	12	a	a	DET
iogr-1219	233	13	comparative	comparative	ADJ
iogr-1219	233	14	study	study	NOUN
iogr-1219	233	15	of	of	ADP
iogr-1219	233	16	random	random	ADJ
iogr-1219	233	17	forest	forest	NOUN
iogr-1219	233	18	,	,	PUNCT
iogr-1219	233	19	support	support	VERB
iogr-1219	233	20	vector	vector	NOUN
iogr-1219	233	21	machine	machine	NOUN
iogr-1219	233	22	,	,	PUNCT
iogr-1219	233	23	and	and	CCONJ
iogr-1219	233	24	back	back	NOUN
iogr-1219	233	25	propagation	propagation	NOUN
iogr-1219	233	26	neural	neural	ADJ
iogr-1219	233	27	network	network	NOUN
iogr-1219	233	28	.	.	PUNCT
iogr-1219	234	1	2020	2020	NUM
iogr-1219	234	2	ieee	ieee	NOUN
iogr-1219	234	3	5th	5th	ADJ
iogr-1219	234	4	information	information	NOUN
iogr-1219	234	5	technology	technology	NOUN
iogr-1219	234	6	and	and	CCONJ
iogr-1219	234	7	mechatronics	mechatronic	NOUN
iogr-1219	234	8	engineering	engineering	NOUN
iogr-1219	234	9	conference	conference	PROPN
iogr-1219	234	10	(	(	PUNCT
iogr-1219	234	11	itoec	itoec	PROPN
iogr-1219	234	12	)	)	PUNCT
iogr-1219	234	13	.	.	PUNCT
iogr-1219	235	1	zhang	zhang	PROPN
iogr-1219	235	2	,	,	PUNCT
iogr-1219	235	3	k.	k.	PROPN
iogr-1219	235	4	,	,	PUNCT
iogr-1219	235	5	seetahal	seetahal	NOUN
iogr-1219	235	6	,	,	PUNCT
iogr-1219	235	7	s.	s.	PROPN
iogr-1219	235	8	,	,	PUNCT
iogr-1219	235	9	alexander	alexander	PROPN
iogr-1219	235	10	,	,	PUNCT
iogr-1219	235	11	d.	d.	PROPN
iogr-1219	235	12	,	,	PUNCT
iogr-1219	235	13	et	et	PROPN
iogr-1219	235	14	al	al	PROPN
iogr-1219	235	15	.	.	PROPN
iogr-1219	235	16	2016	2016	NUM
iogr-1219	235	17	.	.	PUNCT
iogr-1219	236	1	correlation	correlation	NOUN
iogr-1219	236	2	for	for	ADP
iogr-1219	236	3	co2	co2	VERB
iogr-1219	236	4	minimum	minimum	ADJ
iogr-1219	236	5	miscibility	miscibility	NOUN
iogr-1219	236	6	pressure	pressure	NOUN
iogr-1219	236	7	in	in	ADP
iogr-1219	236	8	tight	tight	ADJ
iogr-1219	236	9	oil	oil	NOUN
iogr-1219	236	10	reservoirs	reservoir	NOUN
iogr-1219	236	11	.	.	PUNCT
iogr-1219	237	1	paper	paper	NOUN
iogr-1219	237	2	presented	present	VERB
iogr-1219	237	3	at	at	ADP
iogr-1219	237	4	the	the	DET
iogr-1219	237	5	spe	spe	PROPN
iogr-1219	237	6	trinidad	trinidad	PROPN
iogr-1219	237	7	and	and	CCONJ
iogr-1219	237	8	tobago	tobago	PROPN
iogr-1219	237	9	section	section	NOUN
iogr-1219	237	10	energy	energy	NOUN
iogr-1219	237	11	resources	resource	NOUN
iogr-1219	237	12	conference	conference	NOUN
iogr-1219	237	13	,	,	PUNCT
iogr-1219	237	14	port	port	NOUN
iogr-1219	237	15	of	of	ADP
iogr-1219	237	16	spain	spain	PROPN
iogr-1219	237	17	,	,	PUNCT
iogr-1219	237	18	trinidad	trinidad	PROPN
iogr-1219	237	19	and	and	CCONJ
iogr-1219	237	20	tobago	tobago	PROPN
iogr-1219	237	21	,	,	PUNCT
iogr-1219	237	22	4	4	NUM
iogr-1219	237	23	-	-	SYM
iogr-1219	237	24	6	6	NUM
iogr-1219	237	25	june	june	PROPN
iogr-1219	237	26	.	.	PUNCT
iogr-1219	238	1	zhao	zhao	PROPN
iogr-1219	238	2	,	,	PUNCT
iogr-1219	238	3	g.b	g.b	PROPN
iogr-1219	238	4	.	.	PROPN
iogr-1219	238	5	,	,	PUNCT
iogr-1219	238	6	adidharma	adidharma	PROPN
iogr-1219	238	7	,	,	PUNCT
iogr-1219	238	8	h.	h.	PROPN
iogr-1219	238	9	,	,	PUNCT
iogr-1219	238	10	towler	towler	PROPN
iogr-1219	238	11	,	,	PUNCT
iogr-1219	238	12	b.	b.	PROPN
iogr-1219	238	13	,	,	PUNCT
iogr-1219	238	14	et	et	PROPN
iogr-1219	238	15	al	al	PROPN
iogr-1219	238	16	.	.	PROPN
iogr-1219	238	17	2006	2006	NUM
iogr-1219	238	18	.	.	PUNCT
iogr-1219	239	1	minimum	minimum	ADJ
iogr-1219	239	2	miscibility	miscibility	NOUN
iogr-1219	239	3	pressure	pressure	NOUN
iogr-1219	239	4	prediction	prediction	NOUN
iogr-1219	239	5	using	use	VERB
iogr-1219	239	6	statistical	statistical	ADJ
iogr-1219	239	7	associating	associate	VERB
iogr-1219	239	8	fluid	fluid	ADJ
iogr-1219	239	9	theory	theory	NOUN
iogr-1219	239	10	:	:	PUNCT
iogr-1219	239	11	twoand	twoand	CCONJ
iogr-1219	239	12	three	three	NUM
iogr-1219	239	13	-	-	PUNCT
iogr-1219	239	14	phase	phase	NOUN
iogr-1219	239	15	systems	system	NOUN
iogr-1219	239	16	.	.	PUNCT
iogr-1219	240	1	paper	paper	NOUN
iogr-1219	240	2	presented	present	VERB
iogr-1219	240	3	at	at	ADP
iogr-1219	240	4	the	the	DET
iogr-1219	240	5	spe	spe	PROPN
iogr-1219	240	6	annual	annual	ADJ
iogr-1219	240	7	technical	technical	ADJ
iogr-1219	240	8	conference	conference	NOUN
iogr-1219	240	9	and	and	CCONJ
iogr-1219	240	10	exhibition	exhibition	NOUN
iogr-1219	240	11	,	,	PUNCT
iogr-1219	240	12	san	san	PROPN
iogr-1219	240	13	antonio	antonio	PROPN
iogr-1219	240	14	,	,	PUNCT
iogr-1219	240	15	texas	texas	PROPN
iogr-1219	240	16	,	,	PUNCT
iogr-1219	240	17	usa	usa	PROPN
iogr-1219	240	18	,	,	PUNCT
iogr-1219	240	19	24	24	NUM
iogr-1219	240	20	-	-	SYM
iogr-1219	240	21	26	26	NUM
iogr-1219	240	22	september	september	PROPN
iogr-1219	240	23	.	.	PUNCT
iogr-1219	241	1	10	10	NUM
iogr-1219	241	2	yawen	yawen	PROPN
iogr-1219	241	3	he	he	PRON
iogr-1219	241	4	,	,	PUNCT
iogr-1219	241	5	is	be	AUX
iogr-1219	241	6	a	a	DET
iogr-1219	241	7	master	master	NOUN
iogr-1219	241	8	candidate	candidate	NOUN
iogr-1219	241	9	in	in	ADP
iogr-1219	241	10	petroleum	petroleum	NOUN
iogr-1219	241	11	engineering	engineering	NOUN
iogr-1219	241	12	department	department	NOUN
iogr-1219	241	13	at	at	ADP
iogr-1219	241	14	xi’an	xi’an	PROPN
iogr-1219	241	15	shiyou	shiyou	PROPN
iogr-1219	241	16	university	university	PROPN
iogr-1219	241	17	.	.	PUNCT
iogr-1219	242	1	she	she	PRON
iogr-1219	242	2	has	have	AUX
iogr-1219	242	3	focused	focus	VERB
iogr-1219	242	4	her	her	PRON
iogr-1219	242	5	research	research	NOUN
iogr-1219	242	6	in	in	ADP
iogr-1219	242	7	areas	area	NOUN
iogr-1219	242	8	involving	involve	VERB
iogr-1219	242	9	reservoir	reservoir	PROPN
iogr-1219	242	10	simulation	simulation	NOUN
iogr-1219	242	11	,	,	PUNCT
iogr-1219	242	12	well	well	INTJ
iogr-1219	242	13	testing	testing	NOUN
iogr-1219	242	14	,	,	PUNCT
iogr-1219	242	15	and	and	CCONJ
iogr-1219	242	16	production	production	NOUN
iogr-1219	242	17	analysis	analysis	NOUN
iogr-1219	242	18	.	.	PUNCT
iogr-1219	243	1	weirong	weirong	PROPN
iogr-1219	243	2	li	li	PROPN
iogr-1219	243	3	,	,	PUNCT
iogr-1219	243	4	is	be	AUX
iogr-1219	243	5	a	a	DET
iogr-1219	243	6	professor	professor	NOUN
iogr-1219	243	7	in	in	ADP
iogr-1219	243	8	the	the	DET
iogr-1219	243	9	petroleum	petroleum	NOUN
iogr-1219	243	10	engineering	engineering	NOUN
iogr-1219	243	11	department	department	NOUN
iogr-1219	243	12	at	at	ADP
iogr-1219	243	13	xi’an	xi’an	PROPN
iogr-1219	243	14	shiyou	shiyou	PROPN
iogr-1219	243	15	university	university	PROPN
iogr-1219	243	16	.	.	PUNCT
iogr-1219	244	1	he	he	PRON
iogr-1219	244	2	research	research	NOUN
iogr-1219	244	3	interests	interest	NOUN
iogr-1219	244	4	include	include	VERB
iogr-1219	244	5	unconventional	unconventional	ADJ
iogr-1219	244	6	resources	resource	NOUN
iogr-1219	244	7	/	/	SYM
iogr-1219	244	8	reserves	reserve	NOUN
iogr-1219	244	9	estimates	estimate	NOUN
iogr-1219	244	10	,	,	PUNCT
iogr-1219	244	11	reservoir	reservoir	PROPN
iogr-1219	244	12	simulation	simulation	PROPN
iogr-1219	244	13	,	,	PUNCT
iogr-1219	244	14	well	well	INTJ
iogr-1219	244	15	testing	testing	NOUN
iogr-1219	244	16	,	,	PUNCT
iogr-1219	244	17	and	and	CCONJ
iogr-1219	244	18	production	production	NOUN
iogr-1219	244	19	analysis	analysis	NOUN
iogr-1219	244	20	.	.	PUNCT
iogr-1219	245	1	li	li	PROPN
iogr-1219	245	2	holds	hold	VERB
iogr-1219	245	3	a	a	DET
iogr-1219	245	4	bachelor	bachelor	NOUN
iogr-1219	245	5	’s	’s	PART
iogr-1219	245	6	degree	degree	NOUN
iogr-1219	245	7	in	in	ADP
iogr-1219	245	8	mathematics	mathematic	NOUN
iogr-1219	245	9	from	from	ADP
iogr-1219	245	10	northeast	northeast	ADJ
iogr-1219	245	11	petroleum	petroleum	NOUN
iogr-1219	245	12	university	university	NOUN
iogr-1219	245	13	,	,	PUNCT
iogr-1219	245	14	china	china	PROPN
iogr-1219	245	15	;	;	PUNCT
iogr-1219	245	16	a	a	DET
iogr-1219	245	17	master	master	NOUN
iogr-1219	245	18	’s	’s	PART
iogr-1219	245	19	degree	degree	NOUN
iogr-1219	245	20	in	in	ADP
iogr-1219	245	21	petroleum	petroleum	NOUN
iogr-1219	245	22	engineering	engineering	NOUN
iogr-1219	245	23	from	from	ADP
iogr-1219	245	24	research	research	PROPN
iogr-1219	245	25	institute	institute	PROPN
iogr-1219	245	26	of	of	ADP
iogr-1219	245	27	petroleum	petroleum	NOUN
iogr-1219	245	28	exploration	exploration	NOUN
iogr-1219	245	29	and	and	CCONJ
iogr-1219	245	30	development	development	NOUN
iogr-1219	245	31	,	,	PUNCT
iogr-1219	245	32	china	china	PROPN
iogr-1219	245	33	;	;	PUNCT
iogr-1219	245	34	and	and	CCONJ
iogr-1219	245	35	a	a	DET
iogr-1219	245	36	phd	phd	NOUN
iogr-1219	245	37	degree	degree	NOUN
iogr-1219	245	38	in	in	ADP
iogr-1219	245	39	petroleum	petroleum	NOUN
iogr-1219	245	40	engineering	engineering	NOUN
iogr-1219	245	41	from	from	ADP
iogr-1219	245	42	texas	texas	PROPN
iogr-1219	245	43	a&m	a&m	PROPN
iogr-1219	245	44	university	university	PROPN
iogr-1219	245	45	.	.	PUNCT
iogr-1219	246	1	shihao	shihao	PROPN
iogr-1219	246	2	qian	qian	PROPN
iogr-1219	246	3	,	,	PUNCT
iogr-1219	246	4	is	be	AUX
iogr-1219	246	5	a	a	DET
iogr-1219	246	6	master	master	NOUN
iogr-1219	246	7	candidate	candidate	NOUN
iogr-1219	246	8	in	in	ADP
iogr-1219	246	9	petroleum	petroleum	NOUN
iogr-1219	246	10	engineering	engineering	NOUN
iogr-1219	246	11	department	department	NOUN
iogr-1219	246	12	at	at	ADP
iogr-1219	246	13	xi’an	xi’an	PROPN
iogr-1219	246	14	shiyou	shiyou	PROPN
iogr-1219	246	15	university	university	PROPN
iogr-1219	246	16	.	.	PUNCT
iogr-1219	247	1	he	he	PRON
iogr-1219	247	2	has	have	AUX
iogr-1219	247	3	focused	focus	VERB
iogr-1219	247	4	his	his	PRON
iogr-1219	247	5	research	research	NOUN
iogr-1219	247	6	in	in	ADP
iogr-1219	247	7	areas	area	NOUN
iogr-1219	247	8	involving	involve	VERB
iogr-1219	247	9	reservoir	reservoir	PROPN
iogr-1219	247	10	simulation	simulation	NOUN
iogr-1219	247	11	,	,	PUNCT
iogr-1219	247	12	well	well	INTJ
iogr-1219	247	13	testing	testing	NOUN
iogr-1219	247	14	,	,	PUNCT
iogr-1219	247	15	and	and	CCONJ
iogr-1219	247	16	production	production	NOUN
iogr-1219	247	17	analysis	analysis	NOUN
iogr-1219	247	18	.	.	PUNCT
iogr-1219	248	1	he	he	PRON
iogr-1219	248	2	holds	hold	VERB
iogr-1219	248	3	a	a	DET
iogr-1219	248	4	bs	bs	NOUN
iogr-1219	248	5	degree	degree	NOUN
iogr-1219	248	6	in	in	ADP
iogr-1219	248	7	petroleum	petroleum	NOUN
iogr-1219	248	8	engineering	engineering	NOUN
iogr-1219	248	9	from	from	ADP
iogr-1219	248	10	xi’an	xi’an	PROPN
iogr-1219	248	11	shiyou	shiyou	PROPN
iogr-1219	248	12	university	university	PROPN
iogr-1219	248	13	.	.	PUNCT
iogr-1219	249	1	abstract	abstract	ADJ
iogr-1219	249	2	introduction	introduction	NOUN
iogr-1219	249	3	the	the	DET
iogr-1219	249	4	proposed	propose	VERB
iogr-1219	249	5	method	method	NOUN
iogr-1219	249	6	experiments	experiment	NOUN
iogr-1219	249	7	result	result	VERB
iogr-1219	249	8	and	and	CCONJ
iogr-1219	249	9	discussion	discussion	NOUN
iogr-1219	249	10	conclusions	conclusion	NOUN
iogr-1219	249	11	conflicts	conflict	NOUN
iogr-1219	249	12	of	of	ADP
iogr-1219	249	13	interest	interest	NOUN
iogr-1219	249	14	references	reference	NOUN