id	sid	tid	token	lemma	pos
iogr-1267	1	1	copyright	copyright	NOUN
iogr-1267	1	2	©	©	ADP
iogr-1267	1	3	the	the	DET
iogr-1267	1	4	author(s	author(s	NOUN
iogr-1267	1	5	)	)	PUNCT
iogr-1267	1	6	.	.	PUNCT
iogr-1267	2	1	this	this	DET
iogr-1267	2	2	work	work	NOUN
iogr-1267	2	3	is	be	AUX
iogr-1267	2	4	licensed	license	VERB
iogr-1267	2	5	under	under	ADP
iogr-1267	2	6	a	a	DET
iogr-1267	2	7	creative	creative	ADJ
iogr-1267	2	8	commons	common	NOUN
iogr-1267	2	9	attribution	attribution	NOUN
iogr-1267	2	10	4.0	4.0	NUM
iogr-1267	2	11	international	international	ADJ
iogr-1267	2	12	license	license	NOUN
iogr-1267	2	13	.	.	PUNCT
iogr-1267	3	1	doi	doi	NOUN
iogr-1267	3	2	:	:	PUNCT
iogr-1267	3	3	10.14800	10.14800	NUM
iogr-1267	3	4	/	/	SYM
iogr-1267	3	5	iogr.1267	iogr.1267	PROPN
iogr-1267	3	6	received	receive	VERB
iogr-1267	3	7	december	december	PROPN
iogr-1267	3	8	1	1	NUM
iogr-1267	3	9	,	,	PUNCT
iogr-1267	3	10	2023	2023	NUM
iogr-1267	3	11	;	;	PUNCT
iogr-1267	3	12	revised	revise	VERB
iogr-1267	3	13	january	january	PROPN
iogr-1267	3	14	31	31	NUM
iogr-1267	3	15	,	,	PUNCT
iogr-1267	3	16	2024	2024	NUM
iogr-1267	3	17	;	;	PUNCT
iogr-1267	3	18	accepted	accept	VERB
iogr-1267	3	19	february	february	PROPN
iogr-1267	3	20	21	21	NUM
iogr-1267	3	21	,	,	PUNCT
iogr-1267	3	22	2024	2024	NUM
iogr-1267	3	23	.	.	PUNCT
iogr-1267	4	1	*	*	PUNCT
iogr-1267	4	2	corresponding	correspond	VERB
iogr-1267	4	3	author	author	NOUN
iogr-1267	4	4	:	:	PUNCT
iogr-1267	4	5	ahmedelswisy22@gmail.com	ahmedelswisy22@gmail.com	X
iogr-1267	4	6	1	1	NUM
iogr-1267	4	7	prediction	prediction	NOUN
iogr-1267	4	8	of	of	ADP
iogr-1267	4	9	brine	brine	NOUN
iogr-1267	4	10	hydrate	hydrate	NOUN
iogr-1267	4	11	formation	formation	NOUN
iogr-1267	4	12	temperature	temperature	NOUN
iogr-1267	4	13	using	use	VERB
iogr-1267	4	14	ann	ann	PROPN
iogr-1267	4	15	-	-	PUNCT
iogr-1267	4	16	based	base	VERB
iogr-1267	4	17	model	model	NOUN
iogr-1267	4	18	ahmed	ahmed	PROPN
iogr-1267	4	19	elswisy	elswisy	PROPN
iogr-1267	4	20	*	*	PROPN
iogr-1267	4	21	,	,	PUNCT
iogr-1267	4	22	belayim	belayim	PROPN
iogr-1267	4	23	petroleum	petroleum	NOUN
iogr-1267	4	24	company	company	NOUN
iogr-1267	4	25	,	,	PUNCT
iogr-1267	4	26	cairo	cairo	PROPN
iogr-1267	4	27	,	,	PUNCT
iogr-1267	4	28	egypt	egypt	PROPN
iogr-1267	4	29	;	;	PUNCT
iogr-1267	4	30	mohsen	mohsen	PROPN
iogr-1267	4	31	elnoby	elnoby	PROPN
iogr-1267	4	32	,	,	PUNCT
iogr-1267	4	33	future	future	ADJ
iogr-1267	4	34	university	university	PROPN
iogr-1267	4	35	in	in	ADP
iogr-1267	4	36	egypt	egypt	PROPN
iogr-1267	4	37	,	,	PUNCT
iogr-1267	4	38	new	new	ADJ
iogr-1267	4	39	cairo	cairo	PROPN
iogr-1267	4	40	,	,	PUNCT
iogr-1267	4	41	egypt	egypt	PROPN
iogr-1267	4	42	;	;	PUNCT
iogr-1267	4	43	adel	adel	PROPN
iogr-1267	4	44	salem	salem	PROPN
iogr-1267	4	45	,	,	PUNCT
iogr-1267	4	46	suez	suez	PROPN
iogr-1267	4	47	university	university	PROPN
iogr-1267	4	48	,	,	PUNCT
iogr-1267	4	49	suez	suez	PROPN
iogr-1267	4	50	,	,	PUNCT
iogr-1267	4	51	egypt	egypt	PROPN
iogr-1267	4	52	abstract	abstract	ADJ
iogr-1267	4	53	this	this	DET
iogr-1267	4	54	study	study	NOUN
iogr-1267	4	55	aims	aim	VERB
iogr-1267	4	56	to	to	PART
iogr-1267	4	57	leverage	leverage	VERB
iogr-1267	4	58	artificial	artificial	ADJ
iogr-1267	4	59	neural	neural	ADJ
iogr-1267	4	60	networks	network	NOUN
iogr-1267	4	61	(	(	PUNCT
iogr-1267	4	62	ann	ann	PROPN
iogr-1267	4	63	)	)	PUNCT
iogr-1267	4	64	for	for	ADP
iogr-1267	4	65	predicting	predict	VERB
iogr-1267	4	66	the	the	DET
iogr-1267	4	67	hydrate	hydrate	ADJ
iogr-1267	4	68	formation	formation	NOUN
iogr-1267	4	69	temperature	temperature	NOUN
iogr-1267	4	70	(	(	PUNCT
iogr-1267	4	71	hft	hft	NOUN
iogr-1267	4	72	)	)	PUNCT
iogr-1267	4	73	of	of	ADP
iogr-1267	4	74	brines	brine	NOUN
iogr-1267	4	75	commonly	commonly	ADV
iogr-1267	4	76	employed	employ	VERB
iogr-1267	4	77	in	in	ADP
iogr-1267	4	78	completion	completion	NOUN
iogr-1267	4	79	,	,	PUNCT
iogr-1267	4	80	workover	workover	PROPN
iogr-1267	4	81	,	,	PUNCT
iogr-1267	4	82	and	and	CCONJ
iogr-1267	4	83	well	well	INTJ
iogr-1267	4	84	intervention	intervention	NOUN
iogr-1267	4	85	operations	operation	NOUN
iogr-1267	4	86	.	.	PUNCT
iogr-1267	5	1	to	to	PART
iogr-1267	5	2	achieve	achieve	VERB
iogr-1267	5	3	this	this	DET
iogr-1267	5	4	goal	goal	NOUN
iogr-1267	5	5	,	,	PUNCT
iogr-1267	5	6	this	this	DET
iogr-1267	5	7	study	study	NOUN
iogr-1267	5	8	constructed	construct	VERB
iogr-1267	5	9	a	a	DET
iogr-1267	5	10	robust	robust	ADJ
iogr-1267	5	11	ann	ann	PROPN
iogr-1267	5	12	model	model	NOUN
iogr-1267	5	13	incorporating	incorporate	VERB
iogr-1267	5	14	inputs	input	NOUN
iogr-1267	5	15	such	such	ADJ
iogr-1267	5	16	as	as	ADP
iogr-1267	5	17	the	the	DET
iogr-1267	5	18	brine	brine	NOUN
iogr-1267	5	19	salts	salt	NOUN
iogr-1267	5	20	components	component	NOUN
iogr-1267	5	21	'	'	PART
iogr-1267	5	22	weight	weight	NOUN
iogr-1267	5	23	,	,	PUNCT
iogr-1267	5	24	gas	gas	NOUN
iogr-1267	5	25	specific	specific	ADJ
iogr-1267	5	26	gravity	gravity	NOUN
iogr-1267	5	27	,	,	PUNCT
iogr-1267	5	28	pressure	pressure	NOUN
iogr-1267	5	29	,	,	PUNCT
iogr-1267	5	30	and	and	CCONJ
iogr-1267	5	31	percentages	percentage	NOUN
iogr-1267	5	32	of	of	ADP
iogr-1267	5	33	impurity	impurity	NOUN
iogr-1267	5	34	gases	gas	NOUN
iogr-1267	5	35	(	(	PUNCT
iogr-1267	5	36	n2	n2	ADJ
iogr-1267	5	37	,	,	PUNCT
iogr-1267	5	38	h2s	h2s	NOUN
iogr-1267	5	39	,	,	PUNCT
iogr-1267	5	40	co2	co2	NOUN
iogr-1267	5	41	)	)	PUNCT
iogr-1267	5	42	.	.	PUNCT
iogr-1267	6	1	to	to	PART
iogr-1267	6	2	achieve	achieve	VERB
iogr-1267	6	3	highly	highly	ADV
iogr-1267	6	4	accurate	accurate	ADJ
iogr-1267	6	5	forecasts	forecast	NOUN
iogr-1267	6	6	for	for	ADP
iogr-1267	6	7	hydrate	hydrate	ADJ
iogr-1267	6	8	formation	formation	NOUN
iogr-1267	6	9	temperatures	temperature	NOUN
iogr-1267	6	10	in	in	ADP
iogr-1267	6	11	both	both	PRON
iogr-1267	6	12	monovalent	monovalent	NOUN
iogr-1267	6	13	and	and	CCONJ
iogr-1267	6	14	divalent	divalent	NOUN
iogr-1267	6	15	brines	brine	NOUN
iogr-1267	6	16	,	,	PUNCT
iogr-1267	6	17	a	a	DET
iogr-1267	6	18	comprehensive	comprehensive	ADJ
iogr-1267	6	19	real	real	ADJ
iogr-1267	6	20	dataset	dataset	NOUN
iogr-1267	6	21	with	with	ADP
iogr-1267	6	22	a	a	DET
iogr-1267	6	23	wide	wide	ADJ
iogr-1267	6	24	range	range	NOUN
iogr-1267	6	25	of	of	ADP
iogr-1267	6	26	variations	variation	NOUN
iogr-1267	6	27	was	be	AUX
iogr-1267	6	28	utilized	utilize	VERB
iogr-1267	6	29	.	.	PUNCT
iogr-1267	7	1	optimization	optimization	NOUN
iogr-1267	7	2	processes	process	NOUN
iogr-1267	7	3	were	be	AUX
iogr-1267	7	4	then	then	ADV
iogr-1267	7	5	conducted	conduct	VERB
iogr-1267	7	6	to	to	PART
iogr-1267	7	7	identify	identify	VERB
iogr-1267	7	8	the	the	DET
iogr-1267	7	9	optimal	optimal	ADJ
iogr-1267	7	10	configuration	configuration	NOUN
iogr-1267	7	11	for	for	ADP
iogr-1267	7	12	the	the	DET
iogr-1267	7	13	ann	ann	PROPN
iogr-1267	7	14	structure	structure	NOUN
iogr-1267	7	15	.	.	PUNCT
iogr-1267	8	1	this	this	PRON
iogr-1267	8	2	included	include	VERB
iogr-1267	8	3	optimization	optimization	NOUN
iogr-1267	8	4	of	of	ADP
iogr-1267	8	5	the	the	DET
iogr-1267	8	6	training	training	NOUN
iogr-1267	8	7	function	function	NOUN
iogr-1267	8	8	and	and	CCONJ
iogr-1267	8	9	determining	determine	VERB
iogr-1267	8	10	the	the	DET
iogr-1267	8	11	appropriate	appropriate	ADJ
iogr-1267	8	12	number	number	NOUN
iogr-1267	8	13	of	of	ADP
iogr-1267	8	14	hidden	hidden	ADJ
iogr-1267	8	15	neurons	neuron	NOUN
iogr-1267	8	16	,	,	PUNCT
iogr-1267	8	17	among	among	ADP
iogr-1267	8	18	other	other	ADJ
iogr-1267	8	19	factors	factor	NOUN
iogr-1267	8	20	.	.	PUNCT
iogr-1267	9	1	the	the	DET
iogr-1267	9	2	resulting	result	VERB
iogr-1267	9	3	ann	ann	PROPN
iogr-1267	9	4	models	model	NOUN
iogr-1267	9	5	proposed	propose	VERB
iogr-1267	9	6	in	in	ADP
iogr-1267	9	7	this	this	DET
iogr-1267	9	8	study	study	NOUN
iogr-1267	9	9	provide	provide	VERB
iogr-1267	9	10	a	a	DET
iogr-1267	9	11	correlation	correlation	NOUN
iogr-1267	9	12	that	that	PRON
iogr-1267	9	13	can	can	AUX
iogr-1267	9	14	be	be	AUX
iogr-1267	9	15	directly	directly	ADV
iogr-1267	9	16	utilized	utilize	VERB
iogr-1267	9	17	to	to	PART
iogr-1267	9	18	estimate	estimate	VERB
iogr-1267	9	19	the	the	DET
iogr-1267	9	20	hydrate	hydrate	ADJ
iogr-1267	9	21	formation	formation	NOUN
iogr-1267	9	22	temperature	temperature	NOUN
iogr-1267	9	23	.	.	PUNCT
iogr-1267	10	1	introduction	introduction	NOUN
iogr-1267	10	2	completion	completion	NOUN
iogr-1267	10	3	fluid	fluid	NOUN
iogr-1267	10	4	.	.	PUNCT
iogr-1267	11	1	completion	completion	NOUN
iogr-1267	11	2	fluid	fluid	NOUN
iogr-1267	11	3	is	be	AUX
iogr-1267	11	4	pumped	pump	VERB
iogr-1267	11	5	downhole	downhole	NOUN
iogr-1267	11	6	to	to	PART
iogr-1267	11	7	perform	perform	VERB
iogr-1267	11	8	operations	operation	NOUN
iogr-1267	11	9	after	after	ADP
iogr-1267	11	10	the	the	DET
iogr-1267	11	11	initial	initial	ADJ
iogr-1267	11	12	drilling	drilling	NOUN
iogr-1267	11	13	of	of	ADP
iogr-1267	11	14	a	a	DET
iogr-1267	11	15	well	well	NOUN
iogr-1267	11	16	.	.	PUNCT
iogr-1267	12	1	clear	clear	ADJ
iogr-1267	12	2	brine	brine	NOUN
iogr-1267	12	3	,	,	PUNCT
iogr-1267	12	4	as	as	ADP
iogr-1267	12	5	a	a	DET
iogr-1267	12	6	completion	completion	NOUN
iogr-1267	12	7	fluid	fluid	NOUN
iogr-1267	12	8	,	,	PUNCT
iogr-1267	12	9	is	be	AUX
iogr-1267	12	10	used	use	VERB
iogr-1267	12	11	to	to	PART
iogr-1267	12	12	kill	kill	VERB
iogr-1267	12	13	the	the	DET
iogr-1267	12	14	well	well	NOUN
iogr-1267	12	15	and	and	CCONJ
iogr-1267	12	16	remains	remain	VERB
iogr-1267	12	17	in	in	ADP
iogr-1267	12	18	the	the	DET
iogr-1267	12	19	wellbore	wellbore	NOUN
iogr-1267	12	20	until	until	SCONJ
iogr-1267	12	21	the	the	DET
iogr-1267	12	22	new	new	ADJ
iogr-1267	12	23	completion	completion	NOUN
iogr-1267	12	24	string	string	NOUN
iogr-1267	12	25	is	be	AUX
iogr-1267	12	26	installed	instal	VERB
iogr-1267	12	27	.	.	PUNCT
iogr-1267	13	1	it	it	PRON
iogr-1267	13	2	can	can	AUX
iogr-1267	13	3	also	also	ADV
iogr-1267	13	4	be	be	AUX
iogr-1267	13	5	used	use	VERB
iogr-1267	13	6	as	as	ADP
iogr-1267	13	7	a	a	DET
iogr-1267	13	8	packer	packer	NOUN
iogr-1267	13	9	fluid	fluid	NOUN
iogr-1267	13	10	,	,	PUNCT
iogr-1267	13	11	or	or	CCONJ
iogr-1267	13	12	as	as	SCONJ
iogr-1267	13	13	workover	workover	PROPN
iogr-1267	13	14	fluid	fluid	NOUN
iogr-1267	13	15	for	for	ADP
iogr-1267	13	16	a	a	DET
iogr-1267	13	17	remedial	remedial	ADJ
iogr-1267	13	18	operation	operation	NOUN
iogr-1267	13	19	in	in	ADP
iogr-1267	13	20	the	the	DET
iogr-1267	13	21	well	well	NOUN
iogr-1267	13	22	.	.	PUNCT
iogr-1267	14	1	using	use	VERB
iogr-1267	14	2	brine	brine	NOUN
iogr-1267	14	3	at	at	ADP
iogr-1267	14	4	hplt	hplt	NOUN
iogr-1267	14	5	(	(	PUNCT
iogr-1267	14	6	high	high	ADJ
iogr-1267	14	7	pressure	pressure	NOUN
iogr-1267	14	8	and	and	CCONJ
iogr-1267	14	9	low	low	ADJ
iogr-1267	14	10	temperature	temperature	NOUN
iogr-1267	14	11	)	)	PUNCT
iogr-1267	14	12	environment	environment	NOUN
iogr-1267	14	13	,	,	PUNCT
iogr-1267	14	14	which	which	PRON
iogr-1267	14	15	is	be	AUX
iogr-1267	14	16	available	available	ADJ
iogr-1267	14	17	at	at	ADP
iogr-1267	14	18	deepwater	deepwater	ADJ
iogr-1267	14	19	environment	environment	NOUN
iogr-1267	14	20	,	,	PUNCT
iogr-1267	14	21	may	may	AUX
iogr-1267	14	22	arise	arise	VERB
iogr-1267	14	23	troubles	trouble	NOUN
iogr-1267	14	24	like	like	ADP
iogr-1267	14	25	hydrate	hydrate	ADJ
iogr-1267	14	26	formation	formation	NOUN
iogr-1267	14	27	(	(	PUNCT
iogr-1267	14	28	figure	figure	NOUN
iogr-1267	14	29	1)(bellarby	1)(bellarby	NUM
iogr-1267	14	30	2009	2009	NUM
iogr-1267	14	31	)	)	PUNCT
iogr-1267	14	32	.	.	PUNCT
iogr-1267	15	1	figure	figure	VERB
iogr-1267	15	2	1	1	NUM
iogr-1267	15	3	—	—	PUNCT
iogr-1267	15	4	gas	gas	NOUN
iogr-1267	15	5	hydrates	hydrate	NOUN
iogr-1267	15	6	plugs	plug	NOUN
iogr-1267	15	7	(	(	PUNCT
iogr-1267	15	8	crumpton	crumpton	NOUN
iogr-1267	15	9	2018	2018	NUM
iogr-1267	15	10	)	)	PUNCT
iogr-1267	15	11	.	.	PUNCT
iogr-1267	16	1	hydrate	hydrate	NOUN
iogr-1267	16	2	.	.	PUNCT
iogr-1267	17	1	gas	gas	NOUN
iogr-1267	17	2	hydrates	hydrate	NOUN
iogr-1267	17	3	are	be	AUX
iogr-1267	17	4	called	call	VERB
iogr-1267	17	5	clathrates	clathrate	NOUN
iogr-1267	17	6	which	which	PRON
iogr-1267	17	7	consist	consist	VERB
iogr-1267	17	8	of	of	ADP
iogr-1267	17	9	two	two	NUM
iogr-1267	17	10	different	different	ADJ
iogr-1267	17	11	molecules	molecule	NOUN
iogr-1267	17	12	that	that	PRON
iogr-1267	17	13	are	be	AUX
iogr-1267	17	14	mechanically	mechanically	ADV
iogr-1267	17	15	connected	connected	ADJ
iogr-1267	17	16	but	but	CCONJ
iogr-1267	17	17	not	not	PART
iogr-1267	17	18	chemically	chemically	ADV
iogr-1267	17	19	bonded	bond	VERB
iogr-1267	17	20	.	.	PUNCT
iogr-1267	18	1	water	water	NOUN
iogr-1267	18	2	,	,	PUNCT
iogr-1267	18	3	by	by	ADP
iogr-1267	18	4	hydrogen	hydrogen	NOUN
iogr-1267	18	5	bonding	bonding	NOUN
iogr-1267	18	6	,	,	PUNCT
iogr-1267	18	7	forms	form	NOUN
iogr-1267	18	8	cage	cage	NOUN
iogr-1267	18	9	that	that	PRON
iogr-1267	18	10	is	be	AUX
iogr-1267	18	11	physically	physically	ADV
iogr-1267	18	12	entraping	entrap	VERB
iogr-1267	18	13	gas	gas	NOUN
iogr-1267	18	14	molecules	molecule	NOUN
iogr-1267	18	15	normally	normally	ADV
iogr-1267	18	16	that	that	PRON
iogr-1267	18	17	is	be	AUX
iogr-1267	18	18	smaller	small	ADJ
iogr-1267	18	19	than	than	ADP
iogr-1267	18	20	n	n	NOUN
iogr-1267	18	21	-	-	PUNCT
iogr-1267	18	22	pentane	pentane	NOUN
iogr-1267	18	23	.	.	PUNCT
iogr-1267	19	1	methane	methane	NOUN
iogr-1267	19	2	,	,	PUNCT
iogr-1267	19	3	ethane	ethane	NOUN
iogr-1267	19	4	,	,	PUNCT
iogr-1267	19	5	propane	propane	NOUN
iogr-1267	19	6	,	,	PUNCT
iogr-1267	19	7	butanes	butane	NOUN
iogr-1267	19	8	,	,	PUNCT
iogr-1267	19	9	co2	co2	NOUN
iogr-1267	19	10	,	,	PUNCT
iogr-1267	19	11	n2	n2	ADJ
iogr-1267	19	12	,	,	PUNCT
iogr-1267	19	13	and	and	CCONJ
iogr-1267	19	14	h2s	h2s	NOUN
iogr-1267	19	15	.	.	PUNCT
iogr-1267	20	1	they	they	PRON
iogr-1267	20	2	2	2	NUM
iogr-1267	20	3	are	be	AUX
iogr-1267	20	4	a	a	DET
iogr-1267	20	5	solid	solid	ADJ
iogr-1267	20	6	structure	structure	NOUN
iogr-1267	20	7	of	of	ADP
iogr-1267	20	8	gas	gas	NOUN
iogr-1267	20	9	and	and	CCONJ
iogr-1267	20	10	water	water	NOUN
iogr-1267	20	11	that	that	PRON
iogr-1267	20	12	closely	closely	ADV
iogr-1267	20	13	resemble	resemble	VERB
iogr-1267	20	14	dirty	dirty	ADJ
iogr-1267	20	15	ice	ice	NOUN
iogr-1267	20	16	or	or	CCONJ
iogr-1267	20	17	snow	snow	NOUN
iogr-1267	20	18	.	.	PUNCT
iogr-1267	21	1	it	it	PRON
iogr-1267	21	2	is	be	AUX
iogr-1267	21	3	discovered	discover	VERB
iogr-1267	21	4	in	in	ADP
iogr-1267	21	5	1810	1810	NUM
iogr-1267	21	6	by	by	ADP
iogr-1267	21	7	sir	sir	PROPN
iogr-1267	21	8	humphrey	humphrey	PROPN
iogr-1267	21	9	davy	davy	PROPN
iogr-1267	21	10	(	(	PUNCT
iogr-1267	21	11	sloan	sloan	PROPN
iogr-1267	21	12	2010	2010	NUM
iogr-1267	21	13	)	)	PUNCT
iogr-1267	21	14	.	.	PUNCT
iogr-1267	22	1	gas	gas	NOUN
iogr-1267	22	2	hydrates	hydrate	NOUN
iogr-1267	22	3	have	have	VERB
iogr-1267	22	4	the	the	DET
iogr-1267	22	5	potential	potential	NOUN
iogr-1267	22	6	to	to	PART
iogr-1267	22	7	obstruct	obstruct	VERB
iogr-1267	22	8	the	the	DET
iogr-1267	22	9	tubing	tubing	NOUN
iogr-1267	22	10	of	of	ADP
iogr-1267	22	11	the	the	DET
iogr-1267	22	12	well	well	NOUN
iogr-1267	22	13	,	,	PUNCT
iogr-1267	22	14	christmas	christmas	PROPN
iogr-1267	22	15	tree	tree	NOUN
iogr-1267	22	16	,	,	PUNCT
iogr-1267	22	17	and	and	CCONJ
iogr-1267	22	18	flowlines	flowline	NOUN
iogr-1267	22	19	.	.	PUNCT
iogr-1267	23	1	it	it	PRON
iogr-1267	23	2	is	be	AUX
iogr-1267	23	3	crucial	crucial	ADJ
iogr-1267	23	4	to	to	PART
iogr-1267	23	5	exercise	exercise	VERB
iogr-1267	23	6	meticulous	meticulous	ADJ
iogr-1267	23	7	care	care	NOUN
iogr-1267	23	8	to	to	PART
iogr-1267	23	9	proactively	proactively	ADV
iogr-1267	23	10	prevent	prevent	VERB
iogr-1267	23	11	their	their	PRON
iogr-1267	23	12	formation	formation	NOUN
iogr-1267	23	13	by	by	ADP
iogr-1267	23	14	addressing	address	VERB
iogr-1267	23	15	potential	potential	ADJ
iogr-1267	23	16	causes	cause	NOUN
iogr-1267	23	17	and	and	CCONJ
iogr-1267	23	18	implementing	implement	VERB
iogr-1267	23	19	remedial	remedial	ADJ
iogr-1267	23	20	actions	action	NOUN
iogr-1267	23	21	as	as	SCONJ
iogr-1267	23	22	needed	need	VERB
iogr-1267	23	23	(	(	PUNCT
iogr-1267	23	24	zahedi	zahedi	PROPN
iogr-1267	23	25	et	et	PROPN
iogr-1267	23	26	al	al	PROPN
iogr-1267	23	27	.	.	PROPN
iogr-1267	23	28	2009	2009	NUM
iogr-1267	23	29	)	)	PUNCT
iogr-1267	23	30	.	.	PUNCT
iogr-1267	24	1	for	for	ADP
iogr-1267	24	2	deep	deep	ADJ
iogr-1267	24	3	and	and	CCONJ
iogr-1267	24	4	ultra	ultra	ADJ
iogr-1267	24	5	-	-	ADJ
iogr-1267	24	6	deep	deep	ADJ
iogr-1267	24	7	water	water	NOUN
iogr-1267	24	8	wells	well	NOUN
iogr-1267	24	9	,	,	PUNCT
iogr-1267	24	10	pressure	pressure	NOUN
iogr-1267	24	11	could	could	AUX
iogr-1267	24	12	reach	reach	VERB
iogr-1267	24	13	10,000	10,000	NUM
iogr-1267	24	14	psi	psi	NOUN
iogr-1267	24	15	and	and	CCONJ
iogr-1267	24	16	temperatures	temperature	NOUN
iogr-1267	24	17	at	at	ADP
iogr-1267	24	18	seabed	seabed	NOUN
iogr-1267	24	19	/	/	SYM
iogr-1267	24	20	mudline	mudline	NOUN
iogr-1267	24	21	could	could	AUX
iogr-1267	24	22	be	be	AUX
iogr-1267	24	23	35	35	NUM
iogr-1267	24	24	°	°	NOUN
iogr-1267	24	25	f	f	NOUN
iogr-1267	24	26	.	.	PUNCT
iogr-1267	25	1	these	these	DET
iogr-1267	25	2	p	p	PROPN
iogr-1267	25	3	-	-	PUNCT
iogr-1267	25	4	t	t	NOUN
iogr-1267	25	5	conditions	condition	NOUN
iogr-1267	25	6	can	can	AUX
iogr-1267	25	7	activate	activate	VERB
iogr-1267	25	8	the	the	DET
iogr-1267	25	9	formation	formation	NOUN
iogr-1267	25	10	of	of	ADP
iogr-1267	25	11	the	the	DET
iogr-1267	25	12	hydrates	hydrate	NOUN
iogr-1267	25	13	.	.	PUNCT
iogr-1267	26	1	hydrates	hydrate	NOUN
iogr-1267	26	2	formation	formation	NOUN
iogr-1267	26	3	.	.	PUNCT
iogr-1267	27	1	formation	formation	NOUN
iogr-1267	27	2	of	of	ADP
iogr-1267	27	3	hydrates	hydrate	NOUN
iogr-1267	27	4	necessitates	necessitate	VERB
iogr-1267	27	5	relatively	relatively	ADV
iogr-1267	27	6	low	low	ADJ
iogr-1267	27	7	temperatures	temperature	NOUN
iogr-1267	27	8	,	,	PUNCT
iogr-1267	27	9	high	high	ADJ
iogr-1267	27	10	pressures	pressure	NOUN
iogr-1267	27	11	,	,	PUNCT
iogr-1267	27	12	water	water	NOUN
iogr-1267	27	13	and	and	CCONJ
iogr-1267	27	14	low	low	ADJ
iogr-1267	27	15	-	-	PUNCT
iogr-1267	27	16	molecular	molecular	ADJ
iogr-1267	27	17	weight	weight	NOUN
iogr-1267	27	18	gases	gas	NOUN
iogr-1267	27	19	,	,	PUNCT
iogr-1267	27	20	such	such	ADJ
iogr-1267	27	21	as	as	ADP
iogr-1267	27	22	methane	methane	NOUN
iogr-1267	27	23	,	,	PUNCT
iogr-1267	27	24	ethane	ethane	NOUN
iogr-1267	27	25	,	,	PUNCT
iogr-1267	27	26	propane	propane	NOUN
iogr-1267	27	27	,	,	PUNCT
iogr-1267	27	28	i	i	NOUN
iogr-1267	27	29	-	-	PUNCT
iogr-1267	27	30	butane	butane	NOUN
iogr-1267	27	31	,	,	PUNCT
iogr-1267	27	32	n	n	CCONJ
iogr-1267	27	33	-	-	PUNCT
iogr-1267	27	34	butane	butane	NOUN
iogr-1267	27	35	,	,	PUNCT
iogr-1267	27	36	co2	co2	NOUN
iogr-1267	27	37	,	,	PUNCT
iogr-1267	27	38	h2s	h2s	NOUN
iogr-1267	27	39	,	,	PUNCT
iogr-1267	27	40	and	and	CCONJ
iogr-1267	27	41	nitrogen	nitrogen	NOUN
iogr-1267	27	42	.	.	PUNCT
iogr-1267	28	1	when	when	SCONJ
iogr-1267	28	2	water	water	NOUN
iogr-1267	28	3	mixed	mix	VERB
iogr-1267	28	4	with	with	ADP
iogr-1267	28	5	low	low	ADJ
iogr-1267	28	6	molecular	molecular	ADJ
iogr-1267	28	7	weight	weight	NOUN
iogr-1267	28	8	gases	gas	NOUN
iogr-1267	28	9	with	with	ADP
iogr-1267	28	10	enough	enough	ADJ
iogr-1267	28	11	conditions	condition	NOUN
iogr-1267	28	12	of	of	ADP
iogr-1267	28	13	relatively	relatively	ADV
iogr-1267	28	14	low	low	ADJ
iogr-1267	28	15	temperature	temperature	NOUN
iogr-1267	28	16	and	and	CCONJ
iogr-1267	28	17	high	high	ADJ
iogr-1267	28	18	pressure	pressure	NOUN
iogr-1267	28	19	,	,	PUNCT
iogr-1267	28	20	hydrates	hydrate	NOUN
iogr-1267	28	21	is	be	AUX
iogr-1267	28	22	formed	form	VERB
iogr-1267	28	23	.	.	PUNCT
iogr-1267	29	1	the	the	DET
iogr-1267	29	2	formed	form	VERB
iogr-1267	29	3	clatherates	clatherate	NOUN
iogr-1267	29	4	are	be	AUX
iogr-1267	29	5	a	a	DET
iogr-1267	29	6	solid	solid	ADJ
iogr-1267	29	7	/	/	SYM
iogr-1267	29	8	rigid	rigid	ADJ
iogr-1267	29	9	network	network	NOUN
iogr-1267	29	10	of	of	ADP
iogr-1267	29	11	water	water	NOUN
iogr-1267	29	12	molecules	molecule	NOUN
iogr-1267	29	13	that	that	PRON
iogr-1267	29	14	cage	cage	NOUN
iogr-1267	29	15	in	in	ADP
iogr-1267	29	16	gas	gas	NOUN
iogr-1267	29	17	molecules	molecule	NOUN
iogr-1267	29	18	of	of	ADP
iogr-1267	29	19	another	another	DET
iogr-1267	29	20	substance	substance	NOUN
iogr-1267	29	21	(	(	PUNCT
iogr-1267	29	22	figure	figure	NOUN
iogr-1267	29	23	2	2	NUM
iogr-1267	29	24	)	)	PUNCT
iogr-1267	29	25	.	.	PUNCT
iogr-1267	30	1	the	the	DET
iogr-1267	30	2	most	most	ADV
iogr-1267	30	3	common	common	ADJ
iogr-1267	30	4	gas	gas	NOUN
iogr-1267	30	5	could	could	AUX
iogr-1267	30	6	form	form	VERB
iogr-1267	30	7	hydrates	hydrate	NOUN
iogr-1267	30	8	is	be	AUX
iogr-1267	30	9	methane	methane	NOUN
iogr-1267	30	10	(	(	PUNCT
iogr-1267	30	11	ch4	ch4	NOUN
iogr-1267	30	12	)	)	PUNCT
iogr-1267	30	13	(	(	PUNCT
iogr-1267	30	14	bellarby	bellarby	PROPN
iogr-1267	30	15	2009	2009	NUM
iogr-1267	30	16	)	)	PUNCT
iogr-1267	30	17	.	.	PUNCT
iogr-1267	31	1	figure	figure	NOUN
iogr-1267	31	2	2	2	NUM
iogr-1267	31	3	—	—	PUNCT
iogr-1267	31	4	lattice	lattice	NOUN
iogr-1267	31	5	crystal	crystal	NOUN
iogr-1267	31	6	of	of	ADP
iogr-1267	31	7	hydrate	hydrate	NOUN
iogr-1267	31	8	(	(	PUNCT
iogr-1267	31	9	bellarby	bellarby	NOUN
iogr-1267	31	10	2009	2009	NUM
iogr-1267	31	11	)	)	PUNCT
iogr-1267	31	12	.	.	PUNCT
iogr-1267	32	1	as	as	SCONJ
iogr-1267	32	2	shown	show	VERB
iogr-1267	32	3	in	in	ADP
iogr-1267	32	4	figure	figure	NOUN
iogr-1267	32	5	3	3	NUM
iogr-1267	32	6	,	,	PUNCT
iogr-1267	32	7	it	it	PRON
iogr-1267	32	8	is	be	AUX
iogr-1267	32	9	a	a	DET
iogr-1267	32	10	hydrates	hydrate	NOUN
iogr-1267	32	11	stability	stability	NOUN
iogr-1267	32	12	curve	curve	NOUN
iogr-1267	32	13	for	for	ADP
iogr-1267	32	14	a	a	DET
iogr-1267	32	15	typical	typical	ADJ
iogr-1267	32	16	gas	gas	NOUN
iogr-1267	32	17	composition	composition	NOUN
iogr-1267	32	18	.	.	PUNCT
iogr-1267	33	1	it	it	PRON
iogr-1267	33	2	is	be	AUX
iogr-1267	33	3	inevitable	inevitable	ADJ
iogr-1267	33	4	that	that	SCONJ
iogr-1267	33	5	,	,	PUNCT
iogr-1267	33	6	with	with	ADP
iogr-1267	33	7	temperature	temperature	NOUN
iogr-1267	33	8	reduction	reduction	NOUN
iogr-1267	33	9	and	and	CCONJ
iogr-1267	33	10	pressure	pressure	NOUN
iogr-1267	33	11	increase	increase	NOUN
iogr-1267	33	12	,	,	PUNCT
iogr-1267	33	13	the	the	DET
iogr-1267	33	14	conditions	condition	NOUN
iogr-1267	33	15	are	be	AUX
iogr-1267	33	16	more	more	ADV
iogr-1267	33	17	suitable	suitable	ADJ
iogr-1267	33	18	to	to	AUX
iogr-1267	33	19	form	form	VERB
iogr-1267	33	20	hydrates	hydrate	NOUN
iogr-1267	33	21	(	(	PUNCT
iogr-1267	33	22	crumpton	crumpton	NOUN
iogr-1267	33	23	2018	2018	NUM
iogr-1267	33	24	)	)	PUNCT
iogr-1267	33	25	.	.	PUNCT
iogr-1267	34	1	figure	figure	VERB
iogr-1267	34	2	3	3	NUM
iogr-1267	34	3	—	—	PUNCT
iogr-1267	34	4	example	example	NOUN
iogr-1267	34	5	of	of	ADP
iogr-1267	34	6	hydrate	hydrate	ADJ
iogr-1267	34	7	stability	stability	NOUN
iogr-1267	34	8	curve	curve	NOUN
iogr-1267	34	9	.	.	PUNCT
iogr-1267	35	1	3	3	NUM
iogr-1267	35	2	hydrates	hydrate	NOUN
iogr-1267	35	3	stability	stability	NOUN
iogr-1267	35	4	also	also	ADV
iogr-1267	35	5	depends	depend	VERB
iogr-1267	35	6	on	on	ADP
iogr-1267	35	7	water	water	NOUN
iogr-1267	35	8	salinity	salinity	NOUN
iogr-1267	35	9	and	and	CCONJ
iogr-1267	35	10	the	the	DET
iogr-1267	35	11	type	type	NOUN
iogr-1267	35	12	of	of	ADP
iogr-1267	35	13	salt	salt	NOUN
iogr-1267	35	14	in	in	ADP
iogr-1267	35	15	the	the	DET
iogr-1267	35	16	brine	brine	NOUN
iogr-1267	35	17	/	/	SYM
iogr-1267	35	18	electrolyte	electrolyte	NOUN
iogr-1267	35	19	which	which	PRON
iogr-1267	35	20	forms	form	VERB
iogr-1267	35	21	the	the	DET
iogr-1267	35	22	hydrates	hydrate	NOUN
iogr-1267	35	23	.	.	PUNCT
iogr-1267	36	1	the	the	DET
iogr-1267	36	2	hydrate	hydrate	ADJ
iogr-1267	36	3	disassociation	disassociation	NOUN
iogr-1267	36	4	curves	curve	NOUN
iogr-1267	36	5	are	be	AUX
iogr-1267	36	6	shown	show	VERB
iogr-1267	36	7	in	in	ADP
iogr-1267	36	8	figure	figure	NOUN
iogr-1267	36	9	4	4	NUM
iogr-1267	36	10	.	.	PUNCT
iogr-1267	37	1	one	one	NUM
iogr-1267	37	2	is	be	AUX
iogr-1267	37	3	for	for	ADP
iogr-1267	37	4	typical	typical	ADJ
iogr-1267	37	5	hydrocarbon	hydrocarbon	NOUN
iogr-1267	37	6	gas	gas	NOUN
iogr-1267	37	7	mixed	mix	VERB
iogr-1267	37	8	with	with	ADP
iogr-1267	37	9	pure	pure	ADJ
iogr-1267	37	10	water	water	NOUN
iogr-1267	37	11	,	,	PUNCT
iogr-1267	37	12	and	and	CCONJ
iogr-1267	37	13	another	another	PRON
iogr-1267	37	14	is	be	AUX
iogr-1267	37	15	for	for	ADP
iogr-1267	37	16	formation	formation	NOUN
iogr-1267	37	17	water	water	NOUN
iogr-1267	37	18	(	(	PUNCT
iogr-1267	37	19	50,000	50,000	NUM
iogr-1267	37	20	ppm	ppm	NOUN
iogr-1267	37	21	total	total	ADJ
iogr-1267	37	22	solids	solid	NOUN
iogr-1267	37	23	)	)	PUNCT
iogr-1267	37	24	.	.	PUNCT
iogr-1267	38	1	figure	figure	VERB
iogr-1267	38	2	4	4	NUM
iogr-1267	38	3	—	—	PUNCT
iogr-1267	38	4	example	example	NOUN
iogr-1267	38	5	of	of	ADP
iogr-1267	38	6	hydrate	hydrate	ADJ
iogr-1267	38	7	stability	stability	NOUN
iogr-1267	38	8	curve	curve	NOUN
iogr-1267	38	9	(	(	PUNCT
iogr-1267	38	10	data	datum	NOUN
iogr-1267	38	11	source	source	NOUN
iogr-1267	38	12	:	:	PUNCT
iogr-1267	38	13	bellarby	bellarby	PROPN
iogr-1267	38	14	2009	2009	NUM
iogr-1267	38	15	)	)	PUNCT
iogr-1267	38	16	.	.	PUNCT
iogr-1267	39	1	as	as	SCONJ
iogr-1267	39	2	shown	show	VERB
iogr-1267	39	3	in	in	ADP
iogr-1267	39	4	figure	figure	NOUN
iogr-1267	39	5	5	5	NUM
iogr-1267	39	6	,	,	PUNCT
iogr-1267	39	7	the	the	DET
iogr-1267	39	8	hydrate	hydrate	ADJ
iogr-1267	39	9	stability	stability	NOUN
iogr-1267	39	10	curves	curve	VERB
iogr-1267	39	11	for	for	ADP
iogr-1267	39	12	two	two	NUM
iogr-1267	39	13	monovalent	monovalent	NOUN
iogr-1267	39	14	brines	brine	NOUN
iogr-1267	39	15	are	be	AUX
iogr-1267	39	16	different	different	ADJ
iogr-1267	39	17	from	from	ADP
iogr-1267	39	18	each	each	DET
iogr-1267	39	19	other	other	ADJ
iogr-1267	39	20	,	,	PUNCT
iogr-1267	39	21	due	due	ADP
iogr-1267	39	22	to	to	ADP
iogr-1267	39	23	different	different	ADJ
iogr-1267	39	24	salt	salt	NOUN
iogr-1267	39	25	types	type	NOUN
iogr-1267	39	26	.	.	PUNCT
iogr-1267	40	1	in	in	ADP
iogr-1267	40	2	figure	figure	NOUN
iogr-1267	40	3	6	6	NUM
iogr-1267	40	4	,	,	PUNCT
iogr-1267	40	5	for	for	ADP
iogr-1267	40	6	the	the	DET
iogr-1267	40	7	same	same	ADJ
iogr-1267	40	8	gas	gas	NOUN
iogr-1267	40	9	composition	composition	NOUN
iogr-1267	40	10	and	and	CCONJ
iogr-1267	40	11	salt	salt	NOUN
iogr-1267	40	12	types	type	NOUN
iogr-1267	40	13	,	,	PUNCT
iogr-1267	40	14	the	the	DET
iogr-1267	40	15	hydrate	hydrate	ADJ
iogr-1267	40	16	stability	stability	NOUN
iogr-1267	40	17	curve	curve	NOUN
iogr-1267	40	18	is	be	AUX
iogr-1267	40	19	different	different	ADJ
iogr-1267	40	20	from	from	ADP
iogr-1267	40	21	each	each	DET
iogr-1267	40	22	other	other	ADJ
iogr-1267	40	23	due	due	ADP
iogr-1267	40	24	to	to	ADP
iogr-1267	40	25	different	different	ADJ
iogr-1267	40	26	salt	salt	NOUN
iogr-1267	40	27	concentration	concentration	NOUN
iogr-1267	40	28	.	.	PUNCT
iogr-1267	41	1	figure	figure	NOUN
iogr-1267	41	2	5	5	NUM
iogr-1267	41	3	—	—	PUNCT
iogr-1267	41	4	hydrate	hydrate	ADJ
iogr-1267	41	5	stability	stability	NOUN
iogr-1267	41	6	curve	curve	NOUN
iogr-1267	41	7	for	for	ADP
iogr-1267	41	8	two	two	NUM
iogr-1267	41	9	monovalent	monovalent	NOUN
iogr-1267	41	10	brines	brine	NOUN
iogr-1267	41	11	(	(	PUNCT
iogr-1267	41	12	data	datum	NOUN
iogr-1267	41	13	source	source	NOUN
iogr-1267	41	14	:	:	PUNCT
iogr-1267	41	15	sloan	sloan	NOUN
iogr-1267	41	16	2006	2006	NUM
iogr-1267	41	17	)	)	PUNCT
iogr-1267	41	18	.	.	PUNCT
iogr-1267	42	1	figure	figure	VERB
iogr-1267	42	2	6	6	NUM
iogr-1267	42	3	—	—	PUNCT
iogr-1267	42	4	hydrate	hydrate	ADJ
iogr-1267	42	5	stability	stability	NOUN
iogr-1267	42	6	curve	curve	NOUN
iogr-1267	42	7	for	for	ADP
iogr-1267	42	8	three	three	NUM
iogr-1267	42	9	divalent	divalent	ADJ
iogr-1267	42	10	brines	brine	NOUN
iogr-1267	42	11	(	(	PUNCT
iogr-1267	42	12	data	datum	NOUN
iogr-1267	42	13	source	source	NOUN
iogr-1267	42	14	:	:	PUNCT
iogr-1267	42	15	sloan	sloan	NOUN
iogr-1267	42	16	2006	2006	NUM
iogr-1267	42	17	)	)	PUNCT
iogr-1267	42	18	.	.	PUNCT
iogr-1267	43	1	0	0	NUM
iogr-1267	43	2	2	2	NUM
iogr-1267	43	3	4	4	NUM
iogr-1267	43	4	6	6	NUM
iogr-1267	43	5	8	8	NUM
iogr-1267	43	6	10	10	NUM
iogr-1267	43	7	260	260	NUM
iogr-1267	43	8	265	265	NUM
iogr-1267	43	9	270	270	NUM
iogr-1267	43	10	275	275	NUM
iogr-1267	43	11	280	280	NUM
iogr-1267	43	12	285	285	NUM
iogr-1267	43	13	p	p	NOUN
iogr-1267	43	14	re	re	ADP
iogr-1267	43	15	ss	ss	NOUN
iogr-1267	43	16	u	u	NOUN
iogr-1267	43	17	re	re	ADP
iogr-1267	43	18	,	,	PUNCT
iogr-1267	43	19	m	m	VERB
iogr-1267	43	20	p	p	NOUN
iogr-1267	43	21	a	a	DET
iogr-1267	43	22	temperature	temperature	NOUN
iogr-1267	43	23	,	,	PUNCT
iogr-1267	43	24	k	k	X
iogr-1267	43	25	hydrate	hydrate	NOUN
iogr-1267	43	26	stability	stability	NOUN
iogr-1267	43	27	curve	curve	VERB
iogr-1267	43	28	3	3	NUM
iogr-1267	43	29	%	%	NOUN
iogr-1267	43	30	nacl	nacl	NOUN
iogr-1267	43	31	15	15	NUM
iogr-1267	43	32	%	%	NOUN
iogr-1267	43	33	nacl	nacl	NOUN
iogr-1267	43	34	,	,	PUNCT
iogr-1267	43	35	8	8	NUM
iogr-1267	43	36	%	%	NOUN
iogr-1267	43	37	kcl	kcl	NOUN
iogr-1267	43	38	0	0	NUM
iogr-1267	43	39	50	50	NUM
iogr-1267	43	40	100	100	NUM
iogr-1267	43	41	150	150	NUM
iogr-1267	43	42	200	200	NUM
iogr-1267	43	43	280	280	NUM
iogr-1267	43	44	285	285	NUM
iogr-1267	43	45	290	290	NUM
iogr-1267	43	46	295	295	NUM
iogr-1267	43	47	300	300	NUM
iogr-1267	43	48	305	305	NUM
iogr-1267	43	49	310	310	NUM
iogr-1267	43	50	315	315	NUM
iogr-1267	43	51	p	p	NOUN
iogr-1267	43	52	re	re	ADP
iogr-1267	43	53	ss	ss	NOUN
iogr-1267	43	54	u	u	NOUN
iogr-1267	43	55	re	re	ADP
iogr-1267	43	56	,	,	PUNCT
iogr-1267	43	57	m	m	VERB
iogr-1267	43	58	p	p	NOUN
iogr-1267	43	59	a	a	DET
iogr-1267	43	60	temperature	temperature	NOUN
iogr-1267	43	61	,	,	PUNCT
iogr-1267	43	62	k	k	X
iogr-1267	43	63	hydrate	hydrate	NOUN
iogr-1267	43	64	stability	stability	NOUN
iogr-1267	43	65	curve	curve	VERB
iogr-1267	43	66	5	5	NUM
iogr-1267	43	67	%	%	NOUN
iogr-1267	43	68	cacl2	cacl2	NOUN
iogr-1267	43	69	4	4	NUM
iogr-1267	43	70	hydrate	hydrate	NOUN
iogr-1267	43	71	formation	formation	NOUN
iogr-1267	43	72	temperature	temperature	NOUN
iogr-1267	43	73	calculation	calculation	NOUN
iogr-1267	43	74	.	.	PUNCT
iogr-1267	44	1	experimental	experimental	ADJ
iogr-1267	44	2	measurements	measurement	NOUN
iogr-1267	44	3	.	.	PUNCT
iogr-1267	45	1	experimental	experimental	ADJ
iogr-1267	45	2	measurements	measurement	NOUN
iogr-1267	45	3	stand	stand	VERB
iogr-1267	45	4	out	out	ADP
iogr-1267	45	5	as	as	ADP
iogr-1267	45	6	the	the	DET
iogr-1267	45	7	most	most	ADV
iogr-1267	45	8	reliable	reliable	ADJ
iogr-1267	45	9	and	and	CCONJ
iogr-1267	45	10	accurate	accurate	ADJ
iogr-1267	45	11	method	method	NOUN
iogr-1267	45	12	for	for	ADP
iogr-1267	45	13	determining	determine	VERB
iogr-1267	45	14	hydrate	hydrate	ADJ
iogr-1267	45	15	formation	formation	NOUN
iogr-1267	45	16	temperature	temperature	NOUN
iogr-1267	45	17	(	(	PUNCT
iogr-1267	45	18	hft	hft	NOUN
iogr-1267	45	19	)	)	PUNCT
iogr-1267	45	20	.	.	PUNCT
iogr-1267	46	1	numerous	numerous	ADJ
iogr-1267	46	2	scientists	scientist	NOUN
iogr-1267	46	3	have	have	AUX
iogr-1267	46	4	conducted	conduct	VERB
iogr-1267	46	5	experiments	experiment	NOUN
iogr-1267	46	6	encompassing	encompass	VERB
iogr-1267	46	7	various	various	ADJ
iogr-1267	46	8	gas	gas	NOUN
iogr-1267	46	9	types	type	NOUN
iogr-1267	46	10	and	and	CCONJ
iogr-1267	46	11	conditions	condition	NOUN
iogr-1267	46	12	to	to	PART
iogr-1267	46	13	estimate	estimate	VERB
iogr-1267	46	14	hft	hft	PROPN
iogr-1267	46	15	.	.	PUNCT
iogr-1267	47	1	ng	ng	PROPN
iogr-1267	47	2	and	and	CCONJ
iogr-1267	47	3	robinson	robinson	PROPN
iogr-1267	47	4	(	(	PUNCT
iogr-1267	47	5	1985	1985	NUM
iogr-1267	47	6	)	)	PUNCT
iogr-1267	47	7	,	,	PUNCT
iogr-1267	47	8	for	for	ADP
iogr-1267	47	9	instance	instance	NOUN
iogr-1267	47	10	,	,	PUNCT
iogr-1267	47	11	delved	delve	VERB
iogr-1267	47	12	into	into	ADP
iogr-1267	47	13	hydrate	hydrate	ADJ
iogr-1267	47	14	formation	formation	NOUN
iogr-1267	47	15	conditions	condition	NOUN
iogr-1267	47	16	for	for	ADP
iogr-1267	47	17	pure	pure	ADJ
iogr-1267	47	18	gases	gas	NOUN
iogr-1267	47	19	in	in	ADP
iogr-1267	47	20	the	the	DET
iogr-1267	47	21	presence	presence	NOUN
iogr-1267	47	22	of	of	ADP
iogr-1267	47	23	solutions	solution	NOUN
iogr-1267	47	24	containing	contain	VERB
iogr-1267	47	25	up	up	ADV
iogr-1267	47	26	to	to	PART
iogr-1267	47	27	20	20	NUM
iogr-1267	47	28	wt%	wt%	ADJ
iogr-1267	47	29	methanol	methanol	NOUN
iogr-1267	47	30	.	.	PUNCT
iogr-1267	48	1	bishnoi	bishnoi	PROPN
iogr-1267	48	2	and	and	CCONJ
iogr-1267	48	3	dholabhai	dholabhai	PROPN
iogr-1267	48	4	(	(	PUNCT
iogr-1267	48	5	1993	1993	NUM
iogr-1267	48	6	)	)	PUNCT
iogr-1267	48	7	reported	report	VERB
iogr-1267	48	8	data	datum	NOUN
iogr-1267	48	9	on	on	ADP
iogr-1267	48	10	hydrate	hydrate	ADJ
iogr-1267	48	11	formation	formation	NOUN
iogr-1267	48	12	conditions	condition	NOUN
iogr-1267	48	13	in	in	ADP
iogr-1267	48	14	electrolyte	electrolyte	ADJ
iogr-1267	48	15	solutions	solution	NOUN
iogr-1267	48	16	,	,	PUNCT
iogr-1267	48	17	glycol	glycol	NOUN
iogr-1267	48	18	,	,	PUNCT
iogr-1267	48	19	and	and	CCONJ
iogr-1267	48	20	methanol	methanol	NOUN
iogr-1267	48	21	.	.	PUNCT
iogr-1267	49	1	subsequently	subsequently	ADV
iogr-1267	49	2	,	,	PUNCT
iogr-1267	49	3	talaghat	talaghat	X
iogr-1267	49	4	(	(	PUNCT
iogr-1267	49	5	2009	2009	NUM
iogr-1267	49	6	)	)	PUNCT
iogr-1267	49	7	conducted	conduct	VERB
iogr-1267	49	8	laboratory	laboratory	NOUN
iogr-1267	49	9	studies	study	NOUN
iogr-1267	49	10	to	to	PART
iogr-1267	49	11	measure	measure	VERB
iogr-1267	49	12	the	the	DET
iogr-1267	49	13	rate	rate	NOUN
iogr-1267	49	14	of	of	ADP
iogr-1267	49	15	hydrate	hydrate	ADJ
iogr-1267	49	16	formation	formation	NOUN
iogr-1267	49	17	for	for	ADP
iogr-1267	49	18	pure	pure	ADJ
iogr-1267	49	19	gases	gas	NOUN
iogr-1267	49	20	in	in	ADP
iogr-1267	49	21	the	the	DET
iogr-1267	49	22	presence	presence	NOUN
iogr-1267	49	23	of	of	ADP
iogr-1267	49	24	hydrate	hydrate	ADJ
iogr-1267	49	25	inhibitors	inhibitor	NOUN
iogr-1267	49	26	.	.	PUNCT
iogr-1267	50	1	ameripour	ameripour	PROPN
iogr-1267	50	2	(	(	PUNCT
iogr-1267	50	3	2009	2009	NUM
iogr-1267	50	4	)	)	PUNCT
iogr-1267	50	5	made	make	VERB
iogr-1267	50	6	significant	significant	ADJ
iogr-1267	50	7	contributions	contribution	NOUN
iogr-1267	50	8	by	by	ADP
iogr-1267	50	9	developing	develop	VERB
iogr-1267	50	10	correlations	correlation	NOUN
iogr-1267	50	11	to	to	PART
iogr-1267	50	12	estimate	estimate	VERB
iogr-1267	50	13	hydrate	hydrate	ADJ
iogr-1267	50	14	formation	formation	NOUN
iogr-1267	50	15	pressure	pressure	NOUN
iogr-1267	50	16	or	or	CCONJ
iogr-1267	50	17	temperature	temperature	NOUN
iogr-1267	50	18	for	for	ADP
iogr-1267	50	19	different	different	ADJ
iogr-1267	50	20	gas	gas	NOUN
iogr-1267	50	21	hydrates	hydrate	NOUN
iogr-1267	50	22	,	,	PUNCT
iogr-1267	50	23	both	both	CCONJ
iogr-1267	50	24	with	with	ADP
iogr-1267	50	25	and	and	CCONJ
iogr-1267	50	26	without	without	ADP
iogr-1267	50	27	inhibitors	inhibitor	NOUN
iogr-1267	50	28	.	.	PUNCT
iogr-1267	51	1	this	this	PRON
iogr-1267	51	2	involved	involve	VERB
iogr-1267	51	3	utilizing	utilize	VERB
iogr-1267	51	4	variables	variable	NOUN
iogr-1267	51	5	for	for	ADP
iogr-1267	51	6	regression	regression	NOUN
iogr-1267	51	7	and	and	CCONJ
iogr-1267	51	8	developing	develop	VERB
iogr-1267	51	9	correlations	correlation	NOUN
iogr-1267	51	10	,	,	PUNCT
iogr-1267	51	11	taking	take	VERB
iogr-1267	51	12	into	into	ADP
iogr-1267	51	13	account	account	NOUN
iogr-1267	51	14	factors	factor	NOUN
iogr-1267	51	15	such	such	ADJ
iogr-1267	51	16	as	as	ADP
iogr-1267	51	17	gas	gas	NOUN
iogr-1267	51	18	specific	specific	ADJ
iogr-1267	51	19	gravity	gravity	NOUN
iogr-1267	51	20	,	,	PUNCT
iogr-1267	51	21	pseudo	pseudo	NOUN
iogr-1267	51	22	-	-	PUNCT
iogr-1267	51	23	reduced	reduce	VERB
iogr-1267	51	24	temperature	temperature	NOUN
iogr-1267	51	25	and	and	CCONJ
iogr-1267	51	26	pressure	pressure	NOUN
iogr-1267	51	27	,	,	PUNCT
iogr-1267	51	28	water	water	NOUN
iogr-1267	51	29	vapor	vapor	NOUN
iogr-1267	51	30	pressure	pressure	NOUN
iogr-1267	51	31	,	,	PUNCT
iogr-1267	51	32	and	and	CCONJ
iogr-1267	51	33	liquid	liquid	ADJ
iogr-1267	51	34	water	water	NOUN
iogr-1267	51	35	viscosity	viscosity	NOUN
iogr-1267	51	36	.	.	PUNCT
iogr-1267	52	1	visual	visual	ADJ
iogr-1267	52	2	basic	basic	ADJ
iogr-1267	52	3	programming	programming	NOUN
iogr-1267	52	4	was	be	AUX
iogr-1267	52	5	employed	employ	VERB
iogr-1267	52	6	to	to	PART
iogr-1267	52	7	create	create	VERB
iogr-1267	52	8	these	these	DET
iogr-1267	52	9	correlations	correlation	NOUN
iogr-1267	52	10	.	.	PUNCT
iogr-1267	53	1	in	in	ADP
iogr-1267	53	2	a	a	DET
iogr-1267	53	3	different	different	ADJ
iogr-1267	53	4	study	study	NOUN
iogr-1267	53	5	,	,	PUNCT
iogr-1267	53	6	marinakis	marinaki	NOUN
iogr-1267	53	7	and	and	CCONJ
iogr-1267	53	8	varotsis	varotsis	NOUN
iogr-1267	53	9	(	(	PUNCT
iogr-1267	53	10	2013	2013	NUM
iogr-1267	53	11	)	)	PUNCT
iogr-1267	53	12	investigated	investigate	VERB
iogr-1267	53	13	the	the	DET
iogr-1267	53	14	effects	effect	NOUN
iogr-1267	53	15	of	of	ADP
iogr-1267	53	16	aqueous	aqueous	ADJ
iogr-1267	53	17	phase	phase	NOUN
iogr-1267	53	18	salinity	salinity	NOUN
iogr-1267	53	19	for	for	ADP
iogr-1267	53	20	two	two	NUM
iogr-1267	53	21	gas	gas	NOUN
iogr-1267	53	22	mixtures	mixture	NOUN
iogr-1267	53	23	at	at	ADP
iogr-1267	53	24	varying	vary	VERB
iogr-1267	53	25	salinity	salinity	NOUN
iogr-1267	53	26	levels	level	NOUN
iogr-1267	53	27	.	.	PUNCT
iogr-1267	54	1	k	k	ADJ
iogr-1267	54	2	-	-	PUNCT
iogr-1267	54	3	value	value	NOUN
iogr-1267	54	4	method	method	NOUN
iogr-1267	54	5	.	.	PUNCT
iogr-1267	55	1	this	this	DET
iogr-1267	55	2	method	method	NOUN
iogr-1267	55	3	uses	use	VERB
iogr-1267	55	4	the	the	DET
iogr-1267	55	5	vapour	vapour	NOUN
iogr-1267	55	6	-	-	PUNCT
iogr-1267	55	7	solid	solid	ADJ
iogr-1267	55	8	equilibrium	equilibrium	NOUN
iogr-1267	55	9	constants	constant	NOUN
iogr-1267	55	10	for	for	ADP
iogr-1267	55	11	predicting	predict	VERB
iogr-1267	55	12	conditions	condition	NOUN
iogr-1267	55	13	of	of	ADP
iogr-1267	55	14	hydrate	hydrate	ADJ
iogr-1267	55	15	formation	formation	NOUN
iogr-1267	55	16	.	.	PUNCT
iogr-1267	56	1	∑	∑	PUNCT
iogr-1267	56	2	𝑦𝑖	𝑦𝑖	PROPN
iogr-1267	56	3	𝑘𝑣𝑠,𝑖	𝑘𝑣𝑠,𝑖	PROPN
iogr-1267	56	4	=	=	PUNCT
iogr-1267	57	1	1𝑁	1𝑁	PROPN
iogr-1267	57	2	𝑖=1	𝑖=1	PROPN
iogr-1267	57	3	......................................................................................................................................................	......................................................................................................................................................	PUNCT
iogr-1267	57	4	(	(	PUNCT
iogr-1267	57	5	1	1	X
iogr-1267	57	6	)	)	PUNCT
iogr-1267	57	7	gas	gas	NOUN
iogr-1267	57	8	gravity	gravity	NOUN
iogr-1267	57	9	method	method	NOUN
iogr-1267	57	10	.	.	PUNCT
iogr-1267	58	1	the	the	DET
iogr-1267	58	2	gas	gas	NOUN
iogr-1267	58	3	gravity	gravity	NOUN
iogr-1267	58	4	plot	plot	NOUN
iogr-1267	58	5	developed	develop	VERB
iogr-1267	58	6	by	by	ADP
iogr-1267	58	7	katz	katz	PROPN
iogr-1267	58	8	(	(	PUNCT
iogr-1267	58	9	1945	1945	NUM
iogr-1267	58	10	)	)	PUNCT
iogr-1267	58	11	was	be	AUX
iogr-1267	58	12	a	a	DET
iogr-1267	58	13	relation	relation	NOUN
iogr-1267	58	14	between	between	ADP
iogr-1267	58	15	the	the	DET
iogr-1267	58	16	hydrate	hydrate	ADJ
iogr-1267	58	17	formation	formation	NOUN
iogr-1267	58	18	pressure	pressure	NOUN
iogr-1267	58	19	and	and	CCONJ
iogr-1267	58	20	temperature	temperature	NOUN
iogr-1267	58	21	with	with	ADP
iogr-1267	58	22	the	the	DET
iogr-1267	58	23	specific	specific	ADJ
iogr-1267	58	24	gravity	gravity	NOUN
iogr-1267	58	25	of	of	ADP
iogr-1267	58	26	natural	natural	ADJ
iogr-1267	58	27	gases	gas	NOUN
iogr-1267	58	28	.	.	PUNCT
iogr-1267	59	1	empirical	empirical	ADJ
iogr-1267	59	2	correlations	correlation	NOUN
iogr-1267	59	3	to	to	PART
iogr-1267	59	4	calculate	calculate	VERB
iogr-1267	59	5	hydrate	hydrate	ADJ
iogr-1267	59	6	formation	formation	NOUN
iogr-1267	59	7	conditions	condition	NOUN
iogr-1267	59	8	by	by	ADP
iogr-1267	59	9	gas	gas	NOUN
iogr-1267	59	10	gravity	gravity	NOUN
iogr-1267	59	11	are	be	AUX
iogr-1267	59	12	hammerschmidt	hammerschmidt	ADJ
iogr-1267	59	13	(	(	PUNCT
iogr-1267	59	14	1936	1936	NUM
iogr-1267	59	15	)	)	PUNCT
iogr-1267	59	16	,	,	PUNCT
iogr-1267	59	17	berge	berge	NOUN
iogr-1267	59	18	(	(	PUNCT
iogr-1267	59	19	1986	1986	NUM
iogr-1267	59	20	)	)	PUNCT
iogr-1267	59	21	,	,	PUNCT
iogr-1267	59	22	kobayashi	kobayashi	PROPN
iogr-1267	59	23	et	et	PROPN
iogr-1267	59	24	al	al	PROPN
iogr-1267	59	25	.	.	PROPN
iogr-1267	60	1	(	(	PUNCT
iogr-1267	60	2	1987	1987	NUM
iogr-1267	60	3	)	)	PUNCT
iogr-1267	60	4	,	,	PUNCT
iogr-1267	60	5	motiee	motiee	X
iogr-1267	60	6	(	(	PUNCT
iogr-1267	60	7	1991	1991	NUM
iogr-1267	60	8	)	)	PUNCT
iogr-1267	60	9	,	,	PUNCT
iogr-1267	60	10	and	and	CCONJ
iogr-1267	60	11	ghiasi	ghiasi	NOUN
iogr-1267	60	12	(	(	PUNCT
iogr-1267	60	13	2012	2012	NUM
iogr-1267	60	14	)	)	PUNCT
iogr-1267	60	15	correlations	correlation	NOUN
iogr-1267	60	16	.	.	PUNCT
iogr-1267	61	1	hammerschmidt	hammerschmidt	PROPN
iogr-1267	61	2	(	(	PUNCT
iogr-1267	61	3	1936	1936	NUM
iogr-1267	61	4	)	)	PUNCT
iogr-1267	61	5	developed	develop	VERB
iogr-1267	61	6	his	his	PRON
iogr-1267	61	7	hydrate	hydrate	ADJ
iogr-1267	61	8	temperature	temperature	NOUN
iogr-1267	61	9	formation	formation	NOUN
iogr-1267	61	10	,	,	PUNCT
iogr-1267	61	11	where	where	SCONJ
iogr-1267	61	12	α	α	NOUN
iogr-1267	61	13	and	and	CCONJ
iogr-1267	61	14	β	β	X
iogr-1267	61	15	are	be	AUX
iogr-1267	61	16	constant	constant	ADJ
iogr-1267	61	17	.	.	PUNCT
iogr-1267	62	1	𝑇	𝑇	NOUN
iogr-1267	62	2	=	=	SYM
iogr-1267	62	3	𝛼𝑃𝛽	𝛼𝑃𝛽	NUM
iogr-1267	62	4	.............................................................................................................................................................	.............................................................................................................................................................	NUM
iogr-1267	62	5	(2	(2	NUM
iogr-1267	62	6	)	)	PUNCT
iogr-1267	62	7	ghiasi	ghiasi	NOUN
iogr-1267	62	8	(	(	PUNCT
iogr-1267	62	9	2012	2012	NUM
iogr-1267	62	10	)	)	PUNCT
iogr-1267	62	11	proposed	propose	VERB
iogr-1267	62	12	the	the	DET
iogr-1267	62	13	following	follow	VERB
iogr-1267	62	14	equation	equation	NOUN
iogr-1267	62	15	to	to	ADP
iogr-1267	62	16	𝑇	𝑇	PROPN
iogr-1267	62	17	=	=	SYM
iogr-1267	62	18	𝐴0	𝐴0	PROPN
iogr-1267	63	1	+	+	CCONJ
iogr-1267	63	2	𝐴1	𝐴1	PROPN
iogr-1267	63	3	×	×	PROPN
iogr-1267	63	4	𝑀	𝑀	PROPN
iogr-1267	63	5	+	+	CCONJ
iogr-1267	63	6	𝐴2	𝐴2	PROPN
iogr-1267	63	7	×	×	PROPN
iogr-1267	63	8	𝑀2	𝑀2	PROPN
iogr-1267	63	9	+	+	CCONJ
iogr-1267	63	10	𝐴3	𝐴3	PROPN
iogr-1267	63	11	×	×	NOUN
iogr-1267	63	12	𝐿𝑛(𝑃	𝐿𝑛(𝑃	NOUN
iogr-1267	63	13	)	)	PUNCT
iogr-1267	64	1	+	+	CCONJ
iogr-1267	64	2	𝐴4	𝐴4	PROPN
iogr-1267	64	3	×	×	NOUN
iogr-1267	64	4	(	(	PUNCT
iogr-1267	64	5	𝐿𝑛(𝑃	𝐿𝑛(𝑃	NOUN
iogr-1267	64	6	)	)	PUNCT
iogr-1267	64	7	)	)	PUNCT
iogr-1267	64	8	2	2	NUM
iogr-1267	65	1	+	+	CCONJ
iogr-1267	65	2	𝐴5	𝐴5	PROPN
iogr-1267	65	3	×	×	PROPN
iogr-1267	65	4	𝑀	𝑀	PROPN
iogr-1267	65	5	×	×	PROPN
iogr-1267	65	6	𝐿𝑛(𝑃)	𝐿𝑛(𝑃)	PROPN
iogr-1267	65	7	....................................	....................................	PUNCT
iogr-1267	65	8	(3	(3	PROPN
iogr-1267	65	9	)	)	PUNCT
iogr-1267	65	10	holder	holder	NOUN
iogr-1267	65	11	et	et	PROPN
iogr-1267	65	12	al	al	PROPN
iogr-1267	65	13	.	.	PROPN
iogr-1267	66	1	(	(	PUNCT
iogr-1267	66	2	1988	1988	NUM
iogr-1267	66	3	)	)	PUNCT
iogr-1267	66	4	proposed	propose	VERB
iogr-1267	66	5	a	a	DET
iogr-1267	66	6	simple	simple	ADJ
iogr-1267	66	7	relationship	relationship	NOUN
iogr-1267	66	8	to	to	PART
iogr-1267	66	9	calculate	calculate	VERB
iogr-1267	66	10	the	the	DET
iogr-1267	66	11	hydrate	hydrate	ADJ
iogr-1267	66	12	formation	formation	NOUN
iogr-1267	66	13	pressure	pressure	NOUN
iogr-1267	66	14	of	of	ADP
iogr-1267	66	15	pure	pure	ADJ
iogr-1267	66	16	gases	gas	NOUN
iogr-1267	66	17	,	,	PUNCT
iogr-1267	66	18	where	where	SCONJ
iogr-1267	66	19	gas	gas	NOUN
iogr-1267	66	20	is	be	AUX
iogr-1267	66	21	expressed	express	VERB
iogr-1267	66	22	in	in	ADP
iogr-1267	66	23	the	the	DET
iogr-1267	66	24	relationship	relationship	NOUN
iogr-1267	66	25	as	as	ADP
iogr-1267	66	26	coefficients	coefficient	NOUN
iogr-1267	66	27	(	(	PUNCT
iogr-1267	66	28	a	a	PRON
iogr-1267	66	29	and	and	CCONJ
iogr-1267	66	30	b	b	NOUN
iogr-1267	66	31	)	)	PUNCT
iogr-1267	66	32	.	.	PUNCT
iogr-1267	67	1	𝑃	𝑃	NOUN
iogr-1267	67	2	=	=	PUNCT
iogr-1267	67	3	exp	exp	NOUN
iogr-1267	67	4	(	(	PUNCT
iogr-1267	67	5	𝑎	𝑎	PROPN
iogr-1267	67	6	+	+	X
iogr-1267	67	7	𝑏	𝑏	PROPN
iogr-1267	67	8	𝑇	𝑇	PROPN
iogr-1267	67	9	)	)	PUNCT
iogr-1267	67	10	,	,	PUNCT
iogr-1267	67	11	...............................................................................................................................................	...............................................................................................................................................	PROPN
iogr-1267	67	12	(	(	PUNCT
iogr-1267	67	13	4	4	X
iogr-1267	67	14	)	)	PUNCT
iogr-1267	67	15	thermodynamic	thermodynamic	ADJ
iogr-1267	67	16	models	model	NOUN
iogr-1267	67	17	.	.	PUNCT
iogr-1267	68	1	this	this	DET
iogr-1267	68	2	method	method	NOUN
iogr-1267	68	3	accounts	account	VERB
iogr-1267	68	4	for	for	ADP
iogr-1267	68	5	the	the	DET
iogr-1267	68	6	interactions	interaction	NOUN
iogr-1267	68	7	between	between	ADP
iogr-1267	68	8	water	water	NOUN
iogr-1267	68	9	molecules	molecule	NOUN
iogr-1267	68	10	which	which	PRON
iogr-1267	68	11	form	form	VERB
iogr-1267	68	12	the	the	DET
iogr-1267	68	13	crystal	crystal	NOUN
iogr-1267	68	14	lattice	lattice	NOUN
iogr-1267	68	15	and	and	CCONJ
iogr-1267	68	16	gas	gas	NOUN
iogr-1267	68	17	molecules	molecule	NOUN
iogr-1267	68	18	.	.	PUNCT
iogr-1267	69	1	many	many	ADJ
iogr-1267	69	2	models	model	NOUN
iogr-1267	69	3	were	be	AUX
iogr-1267	69	4	proposed	propose	VERB
iogr-1267	69	5	based	base	VERB
iogr-1267	69	6	on	on	ADP
iogr-1267	69	7	this	this	DET
iogr-1267	69	8	method	method	NOUN
iogr-1267	69	9	,	,	PUNCT
iogr-1267	69	10	such	such	ADJ
iogr-1267	69	11	as	as	ADP
iogr-1267	69	12	elgibaly	elgibaly	NOUN
iogr-1267	69	13	and	and	CCONJ
iogr-1267	69	14	elkamel	elkamel	PROPN
iogr-1267	69	15	’s	’s	PART
iogr-1267	69	16	model	model	NOUN
iogr-1267	69	17	(	(	PUNCT
iogr-1267	69	18	1998	1998	NUM
iogr-1267	69	19	)	)	PUNCT
iogr-1267	69	20	and	and	CCONJ
iogr-1267	69	21	nasrifar	nasrifar	ADV
iogr-1267	69	22	et	et	PROPN
iogr-1267	69	23	al	al	PROPN
iogr-1267	69	24	’s	’s	PART
iogr-1267	69	25	model(1998	model(1998	PROPN
iogr-1267	69	26	)	)	PUNCT
iogr-1267	69	27	.	.	PUNCT
iogr-1267	70	1	javanmardi	javanmardi	NOUN
iogr-1267	70	2	and	and	CCONJ
iogr-1267	70	3	moshfeghian	moshfeghian	PROPN
iogr-1267	70	4	(	(	PUNCT
iogr-1267	70	5	1999	1999	NUM
iogr-1267	70	6	)	)	PUNCT
iogr-1267	70	7	created	create	VERB
iogr-1267	70	8	a	a	DET
iogr-1267	70	9	thermodynamic	thermodynamic	ADJ
iogr-1267	70	10	model	model	NOUN
iogr-1267	70	11	for	for	ADP
iogr-1267	70	12	hydrate	hydrate	ADJ
iogr-1267	70	13	formation	formation	NOUN
iogr-1267	70	14	temperatures	temperature	NOUN
iogr-1267	70	15	calculation	calculation	NOUN
iogr-1267	70	16	of	of	ADP
iogr-1267	70	17	different	different	ADJ
iogr-1267	70	18	hydrate	hydrate	NOUN
iogr-1267	70	19	in	in	ADP
iogr-1267	70	20	mixtures	mixture	NOUN
iogr-1267	70	21	of	of	ADP
iogr-1267	70	22	common	common	ADJ
iogr-1267	70	23	electrolytes	electrolyte	NOUN
iogr-1267	70	24	(	(	PUNCT
iogr-1267	70	25	nacl	nacl	NOUN
iogr-1267	70	26	,	,	PUNCT
iogr-1267	70	27	kcl	kcl	NOUN
iogr-1267	70	28	and	and	CCONJ
iogr-1267	70	29	cacl2	cacl2	PROPN
iogr-1267	70	30	)	)	PUNCT
iogr-1267	70	31	.	.	PUNCT
iogr-1267	71	1	soft	soft	ADJ
iogr-1267	71	2	computing	computing	NOUN
iogr-1267	71	3	techniques	technique	NOUN
iogr-1267	71	4	.	.	PUNCT
iogr-1267	72	1	it	it	PRON
iogr-1267	72	2	is	be	AUX
iogr-1267	72	3	the	the	DET
iogr-1267	72	4	method	method	NOUN
iogr-1267	72	5	that	that	PRON
iogr-1267	72	6	does	do	AUX
iogr-1267	72	7	not	not	PART
iogr-1267	72	8	involve	involve	VERB
iogr-1267	72	9	the	the	DET
iogr-1267	72	10	knowledge	knowledge	NOUN
iogr-1267	72	11	of	of	ADP
iogr-1267	72	12	the	the	DET
iogr-1267	72	13	fundamental	fundamental	ADJ
iogr-1267	72	14	principles	principle	NOUN
iogr-1267	72	15	governing	govern	VERB
iogr-1267	72	16	the	the	DET
iogr-1267	72	17	process	process	NOUN
iogr-1267	72	18	,	,	PUNCT
iogr-1267	72	19	such	such	ADJ
iogr-1267	72	20	as	as	ADP
iogr-1267	72	21	artificial	artificial	ADJ
iogr-1267	72	22	intelligence	intelligence	NOUN
iogr-1267	72	23	methods	method	NOUN
iogr-1267	72	24	.	.	PUNCT
iogr-1267	73	1	they	they	PRON
iogr-1267	73	2	use	use	VERB
iogr-1267	73	3	the	the	DET
iogr-1267	73	4	power	power	NOUN
iogr-1267	73	5	of	of	ADP
iogr-1267	73	6	the	the	DET
iogr-1267	73	7	big	big	ADJ
iogr-1267	73	8	data	datum	NOUN
iogr-1267	73	9	for	for	ADP
iogr-1267	73	10	data	datum	NOUN
iogr-1267	73	11	analysis	analysis	NOUN
iogr-1267	73	12	and	and	CCONJ
iogr-1267	73	13	interpretation	interpretation	NOUN
iogr-1267	73	14	,	,	PUNCT
iogr-1267	73	15	and	and	CCONJ
iogr-1267	73	16	models	model	NOUN
iogr-1267	73	17	regressed	regress	VERB
iogr-1267	73	18	by	by	ADP
iogr-1267	73	19	data	datum	NOUN
iogr-1267	73	20	training	training	NOUN
iogr-1267	73	21	can	can	AUX
iogr-1267	73	22	be	be	AUX
iogr-1267	73	23	used	use	VERB
iogr-1267	73	24	to	to	PART
iogr-1267	73	25	calculate	calculate	VERB
iogr-1267	73	26	and	and	CCONJ
iogr-1267	73	27	predict	predict	VERB
iogr-1267	73	28	hydrate	hydrate	ADJ
iogr-1267	73	29	formation	formation	NOUN
iogr-1267	73	30	temperature	temperature	NOUN
iogr-1267	73	31	.	.	PUNCT
iogr-1267	74	1	heydari	heydari	PROPN
iogr-1267	74	2	et	et	PROPN
iogr-1267	74	3	al	al	PROPN
iogr-1267	74	4	.	.	PROPN
iogr-1267	75	1	(	(	PUNCT
iogr-1267	75	2	2006	2006	NUM
iogr-1267	75	3	)	)	PUNCT
iogr-1267	75	4	used	use	VERB
iogr-1267	75	5	artificial	artificial	ADJ
iogr-1267	75	6	neural	neural	ADJ
iogr-1267	75	7	network	network	NOUN
iogr-1267	75	8	to	to	PART
iogr-1267	75	9	predict	predict	VERB
iogr-1267	75	10	hydrate	hydrate	ADJ
iogr-1267	75	11	formation	formation	NOUN
iogr-1267	75	12	temperature	temperature	NOUN
iogr-1267	75	13	by	by	ADP
iogr-1267	75	14	using	use	VERB
iogr-1267	75	15	167	167	NUM
iogr-1267	75	16	of	of	ADP
iogr-1267	75	17	real	real	ADJ
iogr-1267	75	18	data	datum	NOUN
iogr-1267	75	19	with	with	ADP
iogr-1267	75	20	the	the	DET
iogr-1267	75	21	range	range	NOUN
iogr-1267	75	22	of	of	ADP
iogr-1267	75	23	32	32	NUM
iogr-1267	75	24	-	-	SYM
iogr-1267	75	25	74	74	NUM
iogr-1267	75	26	°	°	NUM
iogr-1267	75	27	f	f	NOUN
iogr-1267	75	28	for	for	ADP
iogr-1267	75	29	temperature	temperature	NOUN
iogr-1267	75	30	,	,	PUNCT
iogr-1267	75	31	50	50	NUM
iogr-1267	75	32	-	-	SYM
iogr-1267	75	33	4200	4200	NUM
iogr-1267	75	34	psia	psia	NOUN
iogr-1267	75	35	for	for	ADP
iogr-1267	75	36	pressure	pressure	NOUN
iogr-1267	75	37	and	and	CCONJ
iogr-1267	75	38	0.554	0.554	NUM
iogr-1267	75	39	-	-	SYM
iogr-1267	75	40	1	1	NUM
iogr-1267	75	41	for	for	ADP
iogr-1267	75	42	gas	gas	NOUN
iogr-1267	75	43	specific	specific	ADJ
iogr-1267	75	44	gravity	gravity	NOUN
iogr-1267	75	45	.	.	PUNCT
iogr-1267	76	1	zahedi	zahedi	PROPN
iogr-1267	76	2	et	et	PROPN
iogr-1267	76	3	al	al	PROPN
iogr-1267	76	4	.	.	PROPN
iogr-1267	76	5	(	(	PUNCT
iogr-1267	76	6	2009	2009	NUM
iogr-1267	76	7	)	)	PUNCT
iogr-1267	76	8	used	use	VERB
iogr-1267	76	9	artificial	artificial	ADJ
iogr-1267	76	10	neural	neural	ADJ
iogr-1267	76	11	networks	network	NOUN
iogr-1267	76	12	to	to	PART
iogr-1267	76	13	propose	propose	VERB
iogr-1267	76	14	a	a	DET
iogr-1267	76	15	model	model	NOUN
iogr-1267	76	16	with	with	ADP
iogr-1267	76	17	gas	gas	NOUN
iogr-1267	76	18	specific	specific	ADJ
iogr-1267	76	19	gravity	gravity	NOUN
iogr-1267	76	20	and	and	CCONJ
iogr-1267	76	21	pressure	pressure	NOUN
iogr-1267	76	22	as	as	ADP
iogr-1267	76	23	inputs	input	NOUN
iogr-1267	76	24	.	.	PUNCT
iogr-1267	76	25	khajeh	khajeh	NOUN
iogr-1267	76	26	(	(	PUNCT
iogr-1267	76	27	2009	2009	NUM
iogr-1267	76	28	)	)	PUNCT
iogr-1267	76	29	used	use	VERB
iogr-1267	76	30	adaptive	adaptive	ADJ
iogr-1267	76	31	neuro	neuro	NOUN
iogr-1267	76	32	-	-	PUNCT
iogr-1267	76	33	fuzzy	fuzzy	ADJ
iogr-1267	76	34	inference	inference	NOUN
iogr-1267	76	35	system	system	NOUN
iogr-1267	76	36	(	(	PUNCT
iogr-1267	76	37	anfis	anfi	VERB
iogr-1267	76	38	)	)	PUNCT
iogr-1267	76	39	to	to	PART
iogr-1267	76	40	obtain	obtain	VERB
iogr-1267	76	41	a	a	DET
iogr-1267	76	42	new	new	ADJ
iogr-1267	76	43	regression	regression	NOUN
iogr-1267	76	44	model	model	NOUN
iogr-1267	76	45	.	.	PUNCT
iogr-1267	77	1	fayazi	fayazi	PROPN
iogr-1267	77	2	(	(	PUNCT
iogr-1267	77	3	2014	2014	NUM
iogr-1267	77	4	)	)	PUNCT
iogr-1267	77	5	used	use	VERB
iogr-1267	77	6	least	least	ADJ
iogr-1267	77	7	square	square	ADJ
iogr-1267	77	8	support	support	NOUN
iogr-1267	77	9	vector	vector	NOUN
iogr-1267	77	10	machine	machine	NOUN
iogr-1267	77	11	(	(	PUNCT
iogr-1267	77	12	lssvm	lssvm	NOUN
iogr-1267	77	13	)	)	PUNCT
iogr-1267	77	14	algorithm	algorithm	NOUN
iogr-1267	77	15	to	to	PART
iogr-1267	77	16	construct	construct	VERB
iogr-1267	77	17	the	the	DET
iogr-1267	77	18	model	model	NOUN
iogr-1267	77	19	to	to	PART
iogr-1267	77	20	forecast	forecast	VERB
iogr-1267	77	21	hydrate	hydrate	ADJ
iogr-1267	77	22	formation	formation	NOUN
iogr-1267	77	23	temperature	temperature	NOUN
iogr-1267	77	24	.	.	PUNCT
iogr-1267	78	1	rashid	rashid	PROPN
iogr-1267	78	2	et	et	PROPN
iogr-1267	78	3	al	al	PROPN
iogr-1267	78	4	.	.	PROPN
iogr-1267	79	1	(	(	PUNCT
iogr-1267	79	2	2014	2014	NUM
iogr-1267	79	3	)	)	PUNCT
iogr-1267	79	4	proposed	propose	VERB
iogr-1267	79	5	an	an	DET
iogr-1267	79	6	approach	approach	NOUN
iogr-1267	79	7	for	for	ADP
iogr-1267	79	8	methane	methane	NOUN
iogr-1267	79	9	hydrate	hydrate	NOUN
iogr-1267	79	10	formation	formation	NOUN
iogr-1267	79	11	temperature	temperature	NOUN
iogr-1267	79	12	prediction	prediction	NOUN
iogr-1267	79	13	accurately	accurately	ADV
iogr-1267	79	14	with	with	ADP
iogr-1267	79	15	the	the	DET
iogr-1267	79	16	presence	presence	NOUN
iogr-1267	79	17	of	of	ADP
iogr-1267	79	18	salt	salt	NOUN
iogr-1267	79	19	,	,	PUNCT
iogr-1267	79	20	which	which	PRON
iogr-1267	79	21	is	be	AUX
iogr-1267	79	22	already	already	ADV
iogr-1267	79	23	dissolved	dissolve	VERB
iogr-1267	79	24	in	in	ADP
iogr-1267	79	25	the	the	DET
iogr-1267	79	26	water	water	NOUN
iogr-1267	79	27	that	that	PRON
iogr-1267	79	28	will	will	AUX
iogr-1267	79	29	form	form	VERB
iogr-1267	79	30	the	the	DET
iogr-1267	79	31	hydrate	hydrate	NOUN
iogr-1267	79	32	.	.	PUNCT
iogr-1267	80	1	they	they	PRON
iogr-1267	80	2	used	use	VERB
iogr-1267	80	3	131	131	NUM
iogr-1267	80	4	datasets	dataset	NOUN
iogr-1267	80	5	to	to	PART
iogr-1267	80	6	build	build	VERB
iogr-1267	80	7	a	a	DET
iogr-1267	80	8	model	model	NOUN
iogr-1267	80	9	that	that	PRON
iogr-1267	80	10	predict	predict	VERB
iogr-1267	80	11	hydrate	hydrate	ADJ
iogr-1267	80	12	formation	formation	NOUN
iogr-1267	80	13	temperature	temperature	NOUN
iogr-1267	80	14	using	use	VERB
iogr-1267	80	15	least	least	ADJ
iogr-1267	80	16	square	square	ADJ
iogr-1267	80	17	support	support	NOUN
iogr-1267	80	18	vector	vector	NOUN
iogr-1267	80	19	machine	machine	NOUN
iogr-1267	80	20	(	(	PUNCT
iogr-1267	80	21	lssvm	lssvm	NOUN
iogr-1267	80	22	)	)	PUNCT
iogr-1267	80	23	method	method	NOUN
iogr-1267	80	24	.	.	PUNCT
iogr-1267	81	1	the	the	DET
iogr-1267	81	2	input	input	NOUN
iogr-1267	81	3	data	datum	NOUN
iogr-1267	81	4	for	for	ADP
iogr-1267	81	5	the	the	DET
iogr-1267	81	6	model	model	NOUN
iogr-1267	81	7	are	be	AUX
iogr-1267	81	8	gas	gas	NOUN
iogr-1267	81	9	specific	specific	ADJ
iogr-1267	81	10	gravity	gravity	NOUN
iogr-1267	81	11	,	,	PUNCT
iogr-1267	81	12	hydrate	hydrate	ADJ
iogr-1267	81	13	formation	formation	NOUN
iogr-1267	81	14	pressure	pressure	NOUN
iogr-1267	81	15	,	,	PUNCT
iogr-1267	81	16	and	and	CCONJ
iogr-1267	81	17	molality	molality	NOUN
iogr-1267	81	18	as	as	ADP
iogr-1267	81	19	an	an	DET
iogr-1267	81	20	expression	expression	NOUN
iogr-1267	81	21	for	for	ADP
iogr-1267	81	22	salinity	salinity	NOUN
iogr-1267	81	23	,	,	PUNCT
iogr-1267	81	24	and	and	CCONJ
iogr-1267	81	25	the	the	DET
iogr-1267	81	26	output	output	NOUN
iogr-1267	81	27	is	be	AUX
iogr-1267	81	28	hydrate	hydrate	ADJ
iogr-1267	81	29	formation	formation	NOUN
iogr-1267	81	30	temperature	temperature	NOUN
iogr-1267	81	31	.	.	PUNCT
iogr-1267	82	1	the	the	DET
iogr-1267	82	2	pitfalls	pitfall	NOUN
iogr-1267	82	3	of	of	ADP
iogr-1267	82	4	rashid	rashid	PROPN
iogr-1267	82	5	et	et	PROPN
iogr-1267	82	6	al	al	PROPN
iogr-1267	82	7	’s	’s	PART
iogr-1267	82	8	model	model	NOUN
iogr-1267	82	9	was	be	AUX
iogr-1267	82	10	that	that	SCONJ
iogr-1267	82	11	the	the	DET
iogr-1267	82	12	developed	develop	VERB
iogr-1267	82	13	model	model	NOUN
iogr-1267	82	14	was	be	AUX
iogr-1267	82	15	based	base	VERB
iogr-1267	82	16	on	on	ADP
iogr-1267	82	17	data	datum	NOUN
iogr-1267	82	18	of	of	ADP
iogr-1267	82	19	methane	methane	NOUN
iogr-1267	82	20	hydrate	hydrate	NOUN
iogr-1267	82	21	only	only	ADV
iogr-1267	82	22	and	and	CCONJ
iogr-1267	82	23	using	use	VERB
iogr-1267	82	24	salt	salt	NOUN
iogr-1267	82	25	molality	molality	NOUN
iogr-1267	82	26	without	without	ADP
iogr-1267	82	27	defining	define	VERB
iogr-1267	82	28	salt	salt	NOUN
iogr-1267	82	29	type	type	NOUN
iogr-1267	82	30	.	.	PUNCT
iogr-1267	83	1	olabisi	olabisi	PROPN
iogr-1267	83	2	et	et	PROPN
iogr-1267	83	3	al	al	PROPN
iogr-1267	83	4	.	.	PROPN
iogr-1267	84	1	(	(	PUNCT
iogr-1267	84	2	2019	2019	NUM
iogr-1267	84	3	)	)	PUNCT
iogr-1267	84	4	built	build	VERB
iogr-1267	84	5	an	an	DET
iogr-1267	84	6	ann	ann	PROPN
iogr-1267	84	7	model	model	NOUN
iogr-1267	84	8	5	5	NUM
iogr-1267	84	9	which	which	PRON
iogr-1267	84	10	was	be	AUX
iogr-1267	84	11	trained	train	VERB
iogr-1267	84	12	using	use	VERB
iogr-1267	84	13	459	459	NUM
iogr-1267	84	14	hydrate	hydrate	ADJ
iogr-1267	84	15	formation	formation	NOUN
iogr-1267	84	16	experimental	experimental	ADJ
iogr-1267	84	17	data	datum	NOUN
iogr-1267	84	18	points	point	NOUN
iogr-1267	84	19	from	from	ADP
iogr-1267	84	20	katz	katz	PROPN
iogr-1267	84	21	’s	’s	PART
iogr-1267	84	22	(	(	PUNCT
iogr-1267	84	23	1945	1945	NUM
iogr-1267	84	24	)	)	PUNCT
iogr-1267	84	25	chart	chart	NOUN
iogr-1267	84	26	and	and	CCONJ
iogr-1267	84	27	wilcox	wilcox	PROPN
iogr-1267	84	28	et	et	PROPN
iogr-1267	84	29	al	al	PROPN
iogr-1267	84	30	.	.	PROPN
iogr-1267	85	1	(	(	PUNCT
iogr-1267	85	2	1941	1941	NUM
iogr-1267	85	3	)	)	PUNCT
iogr-1267	85	4	chart	chart	NOUN
iogr-1267	85	5	.	.	PUNCT
iogr-1267	86	1	specific	specific	ADJ
iogr-1267	86	2	gravity	gravity	NOUN
iogr-1267	86	3	and	and	CCONJ
iogr-1267	86	4	pressure	pressure	NOUN
iogr-1267	86	5	were	be	AUX
iogr-1267	86	6	chosen	choose	VERB
iogr-1267	86	7	as	as	ADP
iogr-1267	86	8	the	the	DET
iogr-1267	86	9	inputs	input	NOUN
iogr-1267	86	10	in	in	ADP
iogr-1267	86	11	the	the	DET
iogr-1267	86	12	4	4	NUM
iogr-1267	86	13	-	-	PUNCT
iogr-1267	86	14	layer	layer	NOUN
iogr-1267	86	15	network	network	NOUN
iogr-1267	86	16	,	,	PUNCT
iogr-1267	86	17	and	and	CCONJ
iogr-1267	86	18	hydrate	hydrate	ADJ
iogr-1267	86	19	formation	formation	NOUN
iogr-1267	86	20	temperature	temperature	NOUN
iogr-1267	86	21	was	be	AUX
iogr-1267	86	22	the	the	DET
iogr-1267	86	23	output	output	NOUN
iogr-1267	86	24	.	.	PUNCT
iogr-1267	87	1	the	the	DET
iogr-1267	87	2	data	data	NOUN
iogr-1267	87	3	points	point	NOUN
iogr-1267	87	4	were	be	AUX
iogr-1267	87	5	pressures	pressure	NOUN
iogr-1267	87	6	were	be	AUX
iogr-1267	87	7	from	from	ADP
iogr-1267	87	8	49	49	NUM
iogr-1267	87	9	psia	psia	NOUN
iogr-1267	87	10	to	to	ADP
iogr-1267	87	11	4000	4000	NUM
iogr-1267	87	12	psia	psia	NOUN
iogr-1267	87	13	,	,	PUNCT
iogr-1267	87	14	and	and	CCONJ
iogr-1267	87	15	gas	gas	NOUN
iogr-1267	87	16	specific	specific	ADJ
iogr-1267	87	17	gravity	gravity	NOUN
iogr-1267	87	18	was	be	AUX
iogr-1267	87	19	0.5539	0.5539	NUM
iogr-1267	87	20	,	,	PUNCT
iogr-1267	87	21	0.6	0.6	NUM
iogr-1267	87	22	,	,	PUNCT
iogr-1267	87	23	0.7	0.7	NUM
iogr-1267	87	24	,	,	PUNCT
iogr-1267	87	25	0.8	0.8	NUM
iogr-1267	87	26	,	,	PUNCT
iogr-1267	87	27	0.9	0.9	NUM
iogr-1267	87	28	and	and	CCONJ
iogr-1267	87	29	1.0	1.0	NUM
iogr-1267	87	30	.	.	PUNCT
iogr-1267	88	1	el	el	NOUN
iogr-1267	88	2	-	-	PROPN
iogr-1267	88	3	hoshoudy	hoshoudy	NOUN
iogr-1267	88	4	et	et	PROPN
iogr-1267	88	5	al	al	PROPN
iogr-1267	88	6	.	.	PROPN
iogr-1267	89	1	(	(	PUNCT
iogr-1267	89	2	2021	2021	NUM
iogr-1267	89	3	)	)	PUNCT
iogr-1267	89	4	used	use	VERB
iogr-1267	89	5	katz	katz	PROPN
iogr-1267	89	6	’s	’s	PART
iogr-1267	89	7	(	(	PUNCT
iogr-1267	89	8	1945	1945	NUM
iogr-1267	89	9	)	)	PUNCT
iogr-1267	89	10	gravity	gravity	NOUN
iogr-1267	89	11	chart	chart	NOUN
iogr-1267	89	12	to	to	PART
iogr-1267	89	13	extract	extract	VERB
iogr-1267	89	14	(	(	PUNCT
iogr-1267	89	15	1469	1469	NUM
iogr-1267	89	16	)	)	PUNCT
iogr-1267	89	17	data	datum	NOUN
iogr-1267	89	18	points	point	NOUN
iogr-1267	89	19	of	of	ADP
iogr-1267	89	20	gas	gas	NOUN
iogr-1267	89	21	hydrate	hydrate	NOUN
iogr-1267	89	22	formation	formation	NOUN
iogr-1267	89	23	pressure	pressure	NOUN
iogr-1267	89	24	,	,	PUNCT
iogr-1267	89	25	temperature	temperature	NOUN
iogr-1267	89	26	,	,	PUNCT
iogr-1267	89	27	and	and	CCONJ
iogr-1267	89	28	specific	specific	ADJ
iogr-1267	89	29	gravity	gravity	NOUN
iogr-1267	89	30	.	.	PUNCT
iogr-1267	90	1	also	also	ADV
iogr-1267	90	2	,	,	PUNCT
iogr-1267	90	3	maekawa	maekawa	PROPN
iogr-1267	90	4	(	(	PUNCT
iogr-1267	90	5	2001	2001	NUM
iogr-1267	90	6	)	)	PUNCT
iogr-1267	90	7	studied	study	VERB
iogr-1267	90	8	the	the	DET
iogr-1267	90	9	different	different	ADJ
iogr-1267	90	10	equilibrium	equilibrium	NOUN
iogr-1267	90	11	conditions	condition	NOUN
iogr-1267	90	12	for	for	ADP
iogr-1267	90	13	gas	gas	NOUN
iogr-1267	90	14	hydrate	hydrate	NOUN
iogr-1267	90	15	of	of	ADP
iogr-1267	90	16	methane	methane	NOUN
iogr-1267	90	17	and	and	CCONJ
iogr-1267	90	18	ethane	ethane	NOUN
iogr-1267	90	19	mixtures	mixture	NOUN
iogr-1267	90	20	in	in	ADP
iogr-1267	90	21	pure	pure	ADJ
iogr-1267	90	22	water	water	NOUN
iogr-1267	90	23	and	and	CCONJ
iogr-1267	90	24	3.0	3.0	NUM
iogr-1267	90	25	wt%	wt%	ADJ
iogr-1267	90	26	nacl	nacl	ADJ
iogr-1267	90	27	solution	solution	NOUN
iogr-1267	90	28	.	.	PUNCT
iogr-1267	91	1	nasrifir	nasrifir	NOUN
iogr-1267	91	2	and	and	CCONJ
iogr-1267	91	3	moshfeghian	moshfeghian	PROPN
iogr-1267	91	4	(	(	PUNCT
iogr-1267	91	5	2000	2000	NUM
iogr-1267	91	6	)	)	PUNCT
iogr-1267	91	7	presented	present	VERB
iogr-1267	91	8	a	a	DET
iogr-1267	91	9	model	model	NOUN
iogr-1267	91	10	for	for	ADP
iogr-1267	91	11	pure	pure	ADJ
iogr-1267	91	12	co2	co2	NOUN
iogr-1267	91	13	and	and	CCONJ
iogr-1267	91	14	co2	co2	NOUN
iogr-1267	91	15	-	-	PUNCT
iogr-1267	91	16	rich	rich	ADJ
iogr-1267	91	17	gas	gas	NOUN
iogr-1267	91	18	hydrate	hydrate	NOUN
iogr-1267	91	19	formation	formation	NOUN
iogr-1267	91	20	conditions	condition	NOUN
iogr-1267	91	21	prediction	prediction	NOUN
iogr-1267	91	22	in	in	ADP
iogr-1267	91	23	aqueous	aqueous	ADJ
iogr-1267	91	24	solutions	solution	NOUN
iogr-1267	91	25	containing	contain	VERB
iogr-1267	91	26	electrolytes	electrolyte	NOUN
iogr-1267	91	27	and	and	CCONJ
iogr-1267	91	28	their	their	PRON
iogr-1267	91	29	mixtures	mixture	NOUN
iogr-1267	91	30	.	.	PUNCT
iogr-1267	92	1	methodology	methodology	NOUN
iogr-1267	92	2	data	datum	NOUN
iogr-1267	92	3	pre	pre	ADJ
iogr-1267	92	4	-	-	ADJ
iogr-1267	92	5	processing	processing	NOUN
iogr-1267	92	6	and	and	CCONJ
iogr-1267	92	7	acquisition	acquisition	NOUN
iogr-1267	92	8	.	.	PUNCT
iogr-1267	93	1	we	we	PRON
iogr-1267	93	2	started	start	VERB
iogr-1267	93	3	by	by	ADP
iogr-1267	93	4	data	datum	NOUN
iogr-1267	93	5	gathering	gathering	NOUN
iogr-1267	93	6	,	,	PUNCT
iogr-1267	93	7	filtering	filtering	NOUN
iogr-1267	93	8	,	,	PUNCT
iogr-1267	93	9	and	and	CCONJ
iogr-1267	93	10	cleaning	cleaning	NOUN
iogr-1267	93	11	.	.	PUNCT
iogr-1267	94	1	it	it	PRON
iogr-1267	94	2	was	be	AUX
iogr-1267	94	3	performed	perform	VERB
iogr-1267	94	4	by	by	ADP
iogr-1267	94	5	removing	remove	VERB
iogr-1267	94	6	the	the	DET
iogr-1267	94	7	illogic	illogic	NOUN
iogr-1267	94	8	and	and	CCONJ
iogr-1267	94	9	missing	missing	ADJ
iogr-1267	94	10	values	value	NOUN
iogr-1267	94	11	,	,	PUNCT
iogr-1267	94	12	which	which	PRON
iogr-1267	94	13	is	be	AUX
iogr-1267	94	14	an	an	DET
iogr-1267	94	15	important	important	ADJ
iogr-1267	94	16	step	step	NOUN
iogr-1267	94	17	in	in	ADP
iogr-1267	94	18	any	any	DET
iogr-1267	94	19	ann	ann	PROPN
iogr-1267	94	20	model	model	NOUN
iogr-1267	94	21	to	to	PART
iogr-1267	94	22	be	be	AUX
iogr-1267	94	23	accurate	accurate	ADJ
iogr-1267	94	24	and	and	CCONJ
iogr-1267	94	25	successful	successful	ADJ
iogr-1267	94	26	.	.	PUNCT
iogr-1267	95	1	data	datum	NOUN
iogr-1267	95	2	description	description	NOUN
iogr-1267	95	3	.	.	PUNCT
iogr-1267	96	1	in	in	ADP
iogr-1267	96	2	this	this	DET
iogr-1267	96	3	study	study	NOUN
iogr-1267	96	4	,	,	PUNCT
iogr-1267	96	5	about	about	ADV
iogr-1267	96	6	200	200	NUM
iogr-1267	96	7	datasets	dataset	NOUN
iogr-1267	96	8	were	be	AUX
iogr-1267	96	9	collected	collect	VERB
iogr-1267	96	10	form	form	NOUN
iogr-1267	96	11	real	real	ADJ
iogr-1267	96	12	data	datum	NOUN
iogr-1267	96	13	of	of	ADP
iogr-1267	96	14	monovalent	monovalent	NOUN
iogr-1267	96	15	brine	brine	NOUN
iogr-1267	96	16	and	and	CCONJ
iogr-1267	96	17	300	300	NUM
iogr-1267	96	18	datasets	dataset	NOUN
iogr-1267	96	19	of	of	ADP
iogr-1267	96	20	divalent	divalent	ADJ
iogr-1267	96	21	brine	brine	NOUN
iogr-1267	96	22	.	.	PUNCT
iogr-1267	97	1	dataset	dataset	NOUN
iogr-1267	97	2	consist	consist	NOUN
iogr-1267	97	3	of	of	ADP
iogr-1267	97	4	inputs	input	NOUN
iogr-1267	97	5	,	,	PUNCT
iogr-1267	97	6	including	include	VERB
iogr-1267	97	7	weight	weight	NOUN
iogr-1267	97	8	percentages	percentage	NOUN
iogr-1267	97	9	of	of	ADP
iogr-1267	97	10	the	the	DET
iogr-1267	97	11	brine	brine	NOUN
iogr-1267	97	12	salts	salt	NOUN
iogr-1267	97	13	components	component	NOUN
iogr-1267	97	14	for	for	ADP
iogr-1267	97	15	both	both	DET
iogr-1267	97	16	monovalent	monovalent	ADJ
iogr-1267	97	17	brines	brine	NOUN
iogr-1267	97	18	(	(	PUNCT
iogr-1267	97	19	nacl	nacl	NOUN
iogr-1267	97	20	,	,	PUNCT
iogr-1267	97	21	kcl	kcl	NOUN
iogr-1267	97	22	,	,	PUNCT
iogr-1267	97	23	nabr	nabr	NOUN
iogr-1267	97	24	)	)	PUNCT
iogr-1267	97	25	and	and	CCONJ
iogr-1267	97	26	divalent	divalent	ADJ
iogr-1267	97	27	brines	brine	NOUN
iogr-1267	97	28	(	(	PUNCT
iogr-1267	97	29	cacl2	cacl2	NOUN
iogr-1267	97	30	,	,	PUNCT
iogr-1267	97	31	cabr2	cabr2	PROPN
iogr-1267	97	32	)	)	PUNCT
iogr-1267	97	33	,	,	PUNCT
iogr-1267	97	34	gas	gas	NOUN
iogr-1267	97	35	specific	specific	ADJ
iogr-1267	97	36	gravity	gravity	NOUN
iogr-1267	97	37	,	,	PUNCT
iogr-1267	97	38	pressure	pressure	NOUN
iogr-1267	97	39	,	,	PUNCT
iogr-1267	97	40	and	and	CCONJ
iogr-1267	97	41	gas	gas	NOUN
iogr-1267	97	42	impurities	impurity	NOUN
iogr-1267	97	43	percentages	percentage	NOUN
iogr-1267	97	44	(	(	PUNCT
iogr-1267	97	45	n2	n2	ADJ
iogr-1267	97	46	,	,	PUNCT
iogr-1267	97	47	h2s	h2s	NOUN
iogr-1267	97	48	,	,	PUNCT
iogr-1267	97	49	co2	co2	NOUN
iogr-1267	97	50	)	)	PUNCT
iogr-1267	97	51	,	,	PUNCT
iogr-1267	97	52	and	and	CCONJ
iogr-1267	97	53	the	the	DET
iogr-1267	97	54	hydrate	hydrate	ADJ
iogr-1267	97	55	formation	formation	NOUN
iogr-1267	97	56	temperature	temperature	NOUN
iogr-1267	97	57	as	as	ADP
iogr-1267	97	58	output	output	NOUN
iogr-1267	97	59	.	.	PUNCT
iogr-1267	98	1	in	in	ADP
iogr-1267	98	2	the	the	DET
iogr-1267	98	3	case	case	NOUN
iogr-1267	98	4	of	of	ADP
iogr-1267	98	5	monovalent	monovalent	NOUN
iogr-1267	98	6	brines	brine	NOUN
iogr-1267	98	7	,	,	PUNCT
iogr-1267	98	8	a	a	DET
iogr-1267	98	9	comprehensive	comprehensive	ADJ
iogr-1267	98	10	statistical	statistical	ADJ
iogr-1267	98	11	analysis	analysis	NOUN
iogr-1267	98	12	was	be	AUX
iogr-1267	98	13	conducted	conduct	VERB
iogr-1267	98	14	for	for	ADP
iogr-1267	98	15	all	all	DET
iogr-1267	98	16	data	datum	NOUN
iogr-1267	98	17	parameters	parameter	NOUN
iogr-1267	98	18	,	,	PUNCT
iogr-1267	98	19	as	as	SCONJ
iogr-1267	98	20	outlined	outline	VERB
iogr-1267	98	21	in	in	ADP
iogr-1267	98	22	table	table	NOUN
iogr-1267	98	23	1	1	NUM
iogr-1267	98	24	.	.	PUNCT
iogr-1267	99	1	the	the	DET
iogr-1267	99	2	data	datum	NOUN
iogr-1267	99	3	revealed	reveal	VERB
iogr-1267	99	4	a	a	DET
iogr-1267	99	5	broad	broad	ADJ
iogr-1267	99	6	spectrum	spectrum	NOUN
iogr-1267	99	7	across	across	ADP
iogr-1267	99	8	these	these	DET
iogr-1267	99	9	parameters	parameter	NOUN
iogr-1267	99	10	.	.	PUNCT
iogr-1267	100	1	for	for	ADP
iogr-1267	100	2	example	example	NOUN
iogr-1267	100	3	,	,	PUNCT
iogr-1267	100	4	nacl	nacl	ADJ
iogr-1267	100	5	weight	weight	NOUN
iogr-1267	100	6	percentage	percentage	NOUN
iogr-1267	100	7	varied	varied	ADJ
iogr-1267	100	8	from	from	ADP
iogr-1267	100	9	0	0	NUM
iogr-1267	100	10	%	%	NOUN
iogr-1267	100	11	to	to	PART
iogr-1267	100	12	15	15	NUM
iogr-1267	100	13	%	%	NOUN
iogr-1267	100	14	,	,	PUNCT
iogr-1267	100	15	kcl	kcl	PROPN
iogr-1267	100	16	weight	weight	NOUN
iogr-1267	100	17	percentage	percentage	NOUN
iogr-1267	100	18	ranged	range	VERB
iogr-1267	100	19	from	from	ADP
iogr-1267	100	20	0	0	NUM
iogr-1267	100	21	%	%	NOUN
iogr-1267	100	22	to	to	PART
iogr-1267	100	23	15	15	NUM
iogr-1267	100	24	%	%	NOUN
iogr-1267	100	25	,	,	PUNCT
iogr-1267	100	26	nabr	nabr	NOUN
iogr-1267	100	27	weight	weight	NOUN
iogr-1267	100	28	percentage	percentage	NOUN
iogr-1267	100	29	spanned	span	VERB
iogr-1267	100	30	from	from	ADP
iogr-1267	100	31	0	0	NUM
iogr-1267	100	32	%	%	NOUN
iogr-1267	100	33	to	to	PART
iogr-1267	100	34	30.6	30.6	NUM
iogr-1267	100	35	%	%	NOUN
iogr-1267	100	36	,	,	PUNCT
iogr-1267	100	37	pressure	pressure	NOUN
iogr-1267	100	38	fluctuated	fluctuate	VERB
iogr-1267	100	39	between	between	ADP
iogr-1267	100	40	0.27	0.27	NUM
iogr-1267	100	41	and	and	CCONJ
iogr-1267	100	42	142	142	NUM
iogr-1267	100	43	mpa	mpa	NOUN
iogr-1267	100	44	,	,	PUNCT
iogr-1267	100	45	co2	co2	NOUN
iogr-1267	100	46	percentage	percentage	NOUN
iogr-1267	100	47	ranged	range	VERB
iogr-1267	100	48	from	from	ADP
iogr-1267	100	49	0	0	NUM
iogr-1267	100	50	%	%	NOUN
iogr-1267	100	51	to	to	ADP
iogr-1267	100	52	24.9	24.9	NUM
iogr-1267	100	53	%	%	NOUN
iogr-1267	100	54	,	,	PUNCT
iogr-1267	100	55	h2s	h2s	NOUN
iogr-1267	100	56	percentage	percentage	NOUN
iogr-1267	100	57	exhibited	exhibit	VERB
iogr-1267	100	58	a	a	DET
iogr-1267	100	59	range	range	NOUN
iogr-1267	100	60	from	from	ADP
iogr-1267	100	61	0	0	NUM
iogr-1267	100	62	to	to	ADP
iogr-1267	100	63	17.6	17.6	NUM
iogr-1267	100	64	%	%	NOUN
iogr-1267	100	65	,	,	PUNCT
iogr-1267	100	66	n2	n2	ADJ
iogr-1267	100	67	percentage	percentage	NOUN
iogr-1267	100	68	varied	varied	ADJ
iogr-1267	100	69	between	between	ADP
iogr-1267	100	70	0	0	NUM
iogr-1267	100	71	%	%	NOUN
iogr-1267	100	72	and	and	CCONJ
iogr-1267	100	73	6.8	6.8	NUM
iogr-1267	100	74	%	%	NOUN
iogr-1267	100	75	,	,	PUNCT
iogr-1267	100	76	and	and	CCONJ
iogr-1267	100	77	gas	gas	NOUN
iogr-1267	100	78	specific	specific	ADJ
iogr-1267	100	79	gravity	gravity	NOUN
iogr-1267	100	80	ranged	range	VERB
iogr-1267	100	81	from	from	ADP
iogr-1267	100	82	0.55	0.55	NUM
iogr-1267	100	83	to	to	ADP
iogr-1267	100	84	0.9	0.9	NUM
iogr-1267	100	85	.	.	PUNCT
iogr-1267	101	1	moreover	moreover	ADV
iogr-1267	101	2	,	,	PUNCT
iogr-1267	101	3	the	the	DET
iogr-1267	101	4	hydrate	hydrate	ADJ
iogr-1267	101	5	formation	formation	NOUN
iogr-1267	101	6	temperature	temperature	NOUN
iogr-1267	101	7	showed	show	VERB
iogr-1267	101	8	a	a	DET
iogr-1267	101	9	range	range	NOUN
iogr-1267	101	10	between	between	ADP
iogr-1267	101	11	264.4	264.4	NUM
iogr-1267	101	12	°	°	NOUN
iogr-1267	101	13	f	f	PROPN
iogr-1267	101	14	and	and	CCONJ
iogr-1267	101	15	303.1	303.1	NUM
iogr-1267	101	16	°	°	NOUN
iogr-1267	101	17	f	f	PROPN
iogr-1267	101	18	.	.	PUNCT
iogr-1267	101	19	table	table	NOUN
iogr-1267	101	20	1	1	NUM
iogr-1267	101	21	—	—	PUNCT
iogr-1267	101	22	statistical	statistical	ADJ
iogr-1267	101	23	analysis	analysis	NOUN
iogr-1267	101	24	of	of	ADP
iogr-1267	101	25	monovalent	monovalent	NOUN
iogr-1267	101	26	brines	brine	NOUN
iogr-1267	101	27	.	.	PUNCT
iogr-1267	102	1	nacl	nacl	NOUN
iogr-1267	102	2	,	,	PUNCT
iogr-1267	102	3	%	%	X
iogr-1267	102	4	kcl	kcl	NOUN
iogr-1267	102	5	,	,	PUNCT
iogr-1267	102	6	%	%	NOUN
iogr-1267	102	7	nabr	nabr	NOUN
iogr-1267	102	8	,	,	PUNCT
iogr-1267	102	9	%	%	NOUN
iogr-1267	102	10	p	p	X
iogr-1267	102	11	,	,	PUNCT
iogr-1267	102	12	mpa	mpa	PROPN
iogr-1267	102	13	co2	co2	NOUN
iogr-1267	102	14	,	,	PUNCT
iogr-1267	102	15	%	%	NOUN
iogr-1267	102	16	h2s	h2s	NOUN
iogr-1267	102	17	,	,	PUNCT
iogr-1267	102	18	%	%	NOUN
iogr-1267	102	19	n2	n2	ADJ
iogr-1267	102	20	,	,	PUNCT
iogr-1267	102	21	%	%	INTJ
iogr-1267	102	22	sp	sp	NOUN
iogr-1267	102	23	.	.	NOUN
iogr-1267	102	24	gr	gr	PROPN
iogr-1267	102	25	.	.	PROPN
iogr-1267	102	26	t	t	PROPN
iogr-1267	102	27	,	,	PUNCT
iogr-1267	102	28	k	k	PROPN
iogr-1267	102	29	mean	mean	VERB
iogr-1267	102	30	2.24	2.24	NUM
iogr-1267	102	31	2.05	2.05	NUM
iogr-1267	102	32	2.86	2.86	NUM
iogr-1267	102	33	10.41	10.41	NUM
iogr-1267	102	34	3.00	3.00	NUM
iogr-1267	102	35	1.83	1.83	NUM
iogr-1267	102	36	0.35	0.35	NUM
iogr-1267	102	37	0.65	0.65	NUM
iogr-1267	102	38	284.07	284.07	NUM
iogr-1267	102	39	standard	standard	ADJ
iogr-1267	102	40	error	error	NOUN
iogr-1267	102	41	0.27	0.27	NUM
iogr-1267	102	42	0.29	0.29	NUM
iogr-1267	102	43	0.60	0.60	NUM
iogr-1267	102	44	1.13	1.13	NUM
iogr-1267	102	45	0.46	0.46	NUM
iogr-1267	102	46	0.31	0.31	NUM
iogr-1267	102	47	0.08	0.08	NUM
iogr-1267	102	48	0.01	0.01	NUM
iogr-1267	102	49	0.67	0.67	NUM
iogr-1267	102	50	median	median	NOUN
iogr-1267	102	51	0.00	0.00	NUM
iogr-1267	102	52	0.00	0.00	NUM
iogr-1267	102	53	0.00	0.00	NUM
iogr-1267	102	54	5.19	5.19	NUM
iogr-1267	102	55	0.00	0.00	NUM
iogr-1267	102	56	0.00	0.00	NUM
iogr-1267	102	57	0.00	0.00	NUM
iogr-1267	102	58	0.65	0.65	NUM
iogr-1267	102	59	284.20	284.20	NUM
iogr-1267	102	60	standard	standard	ADJ
iogr-1267	102	61	deviation	deviation	NOUN
iogr-1267	102	62	3.64	3.64	NUM
iogr-1267	102	63	3.95	3.95	NUM
iogr-1267	102	64	8.22	8.22	NUM
iogr-1267	102	65	15.52	15.52	NUM
iogr-1267	102	66	6.25	6.25	NUM
iogr-1267	102	67	4.13	4.13	NUM
iogr-1267	102	68	1.11	1.11	NUM
iogr-1267	102	69	0.09	0.09	NUM
iogr-1267	102	70	9.19	9.19	NUM
iogr-1267	102	71	sample	sample	NOUN
iogr-1267	102	72	variance	variance	NOUN
iogr-1267	102	73	13.24	13.24	NUM
iogr-1267	102	74	15.59	15.59	NUM
iogr-1267	102	75	67.50	67.50	NUM
iogr-1267	102	76	240.79	240.79	NUM
iogr-1267	102	77	39.06	39.06	NUM
iogr-1267	102	78	17.08	17.08	NUM
iogr-1267	102	79	1.22	1.22	NUM
iogr-1267	102	80	0.01	0.01	NUM
iogr-1267	102	81	84.50	84.50	NUM
iogr-1267	102	82	kurtosis	kurtosis	NOUN
iogr-1267	102	83	2.23	2.23	NUM
iogr-1267	102	84	2.68	2.68	NUM
iogr-1267	102	85	5.40	5.40	NUM
iogr-1267	102	86	33.60	33.60	NUM
iogr-1267	102	87	2.96	2.96	NUM
iogr-1267	102	88	6.03	6.03	NUM
iogr-1267	102	89	29.02	29.02	NUM
iogr-1267	102	90	0.02	0.02	NUM
iogr-1267	102	91	-0.96	-0.96	NUM
iogr-1267	102	92	skewness	skewness	NOUN
iogr-1267	102	93	1.69	1.69	NUM
iogr-1267	102	94	1.96	1.96	NUM
iogr-1267	102	95	2.65	2.65	NUM
iogr-1267	102	96	4.95	4.95	NUM
iogr-1267	102	97	2.01	2.01	NUM
iogr-1267	102	98	2.53	2.53	NUM
iogr-1267	102	99	5.37	5.37	NUM
iogr-1267	102	100	0.88	0.88	NUM
iogr-1267	102	101	-0.22	-0.22	NOUN
iogr-1267	102	102	range	range	VERB
iogr-1267	102	103	15.00	15.00	NUM
iogr-1267	102	104	15.00	15.00	NUM
iogr-1267	102	105	30.60	30.60	NUM
iogr-1267	102	106	142.15	142.15	NUM
iogr-1267	102	107	24.90	24.90	NUM
iogr-1267	102	108	17.60	17.60	NUM
iogr-1267	102	109	6.80	6.80	NUM
iogr-1267	102	110	0.34	0.34	NUM
iogr-1267	102	111	38.70	38.70	NUM
iogr-1267	102	112	minimum	minimum	NOUN
iogr-1267	102	113	0.00	0.00	NUM
iogr-1267	102	114	0.00	0.00	NUM
iogr-1267	102	115	0.00	0.00	NUM
iogr-1267	102	116	0.27	0.27	NUM
iogr-1267	102	117	0.00	0.00	NUM
iogr-1267	102	118	0.00	0.00	NUM
iogr-1267	102	119	0.00	0.00	NUM
iogr-1267	102	120	0.55	0.55	NUM
iogr-1267	102	121	264.40	264.40	NUM
iogr-1267	102	122	maximum	maximum	NOUN
iogr-1267	102	123	15.00	15.00	NUM
iogr-1267	102	124	15.00	15.00	NUM
iogr-1267	102	125	30.60	30.60	NUM
iogr-1267	102	126	142.42	142.42	NUM
iogr-1267	102	127	24.90	24.90	NUM
iogr-1267	102	128	17.60	17.60	NUM
iogr-1267	102	129	6.80	6.80	NUM
iogr-1267	102	130	0.90	0.90	NUM
iogr-1267	102	131	303.10	303.10	NUM
iogr-1267	102	132	table	table	NOUN
iogr-1267	102	133	2	2	NUM
iogr-1267	102	134	presents	present	VERB
iogr-1267	102	135	the	the	DET
iogr-1267	102	136	results	result	NOUN
iogr-1267	102	137	of	of	ADP
iogr-1267	102	138	statistical	statistical	ADJ
iogr-1267	102	139	analysis	analysis	NOUN
iogr-1267	102	140	for	for	ADP
iogr-1267	102	141	all	all	DET
iogr-1267	102	142	parameters	parameter	NOUN
iogr-1267	102	143	related	relate	VERB
iogr-1267	102	144	to	to	ADP
iogr-1267	102	145	divalent	divalent	ADJ
iogr-1267	102	146	brines	brine	NOUN
iogr-1267	102	147	.	.	PUNCT
iogr-1267	103	1	the	the	DET
iogr-1267	103	2	data	datum	NOUN
iogr-1267	103	3	exhibited	exhibit	VERB
iogr-1267	103	4	a	a	DET
iogr-1267	103	5	considerable	considerable	ADJ
iogr-1267	103	6	range	range	NOUN
iogr-1267	103	7	across	across	ADP
iogr-1267	103	8	various	various	ADJ
iogr-1267	103	9	factors	factor	NOUN
iogr-1267	103	10	.	.	PUNCT
iogr-1267	104	1	cacl2	cacl2	NOUN
iogr-1267	104	2	weight	weight	NOUN
iogr-1267	104	3	percentage	percentage	NOUN
iogr-1267	104	4	varied	varied	ADJ
iogr-1267	104	5	from	from	ADP
iogr-1267	104	6	0	0	NUM
iogr-1267	104	7	%	%	NOUN
iogr-1267	104	8	to	to	PART
iogr-1267	104	9	33	33	NUM
iogr-1267	104	10	%	%	NOUN
iogr-1267	104	11	,	,	PUNCT
iogr-1267	104	12	cabr2	cabr2	NOUN
iogr-1267	104	13	weight	weight	NOUN
iogr-1267	104	14	percentage	percentage	NOUN
iogr-1267	104	15	ranged	range	VERB
iogr-1267	104	16	from	from	ADP
iogr-1267	104	17	0	0	NUM
iogr-1267	104	18	%	%	NOUN
iogr-1267	104	19	to	to	PART
iogr-1267	104	20	32	32	NUM
iogr-1267	104	21	%	%	NOUN
iogr-1267	104	22	,	,	PUNCT
iogr-1267	104	23	pressure	pressure	NOUN
iogr-1267	104	24	spanned	span	VERB
iogr-1267	104	25	from	from	ADP
iogr-1267	104	26	0.27	0.27	NUM
iogr-1267	104	27	to	to	ADP
iogr-1267	104	28	204.58	204.58	NUM
iogr-1267	104	29	mpa	mpa	NOUN
iogr-1267	104	30	,	,	PUNCT
iogr-1267	104	31	co2	co2	NOUN
iogr-1267	104	32	percentage	percentage	NOUN
iogr-1267	104	33	showed	show	VERB
iogr-1267	104	34	a	a	DET
iogr-1267	104	35	range	range	NOUN
iogr-1267	104	36	of	of	ADP
iogr-1267	104	37	0	0	NUM
iogr-1267	104	38	%	%	NOUN
iogr-1267	104	39	to	to	ADP
iogr-1267	104	40	24.9	24.9	NUM
iogr-1267	104	41	%	%	NOUN
iogr-1267	104	42	,	,	PUNCT
iogr-1267	104	43	h2s	h2s	NOUN
iogr-1267	104	44	percentage	percentage	NOUN
iogr-1267	104	45	had	have	VERB
iogr-1267	104	46	a	a	DET
iogr-1267	104	47	range	range	NOUN
iogr-1267	104	48	of	of	ADP
iogr-1267	104	49	0	0	NUM
iogr-1267	104	50	%	%	NOUN
iogr-1267	104	51	to	to	PART
iogr-1267	104	52	17.6	17.6	NUM
iogr-1267	104	53	%	%	NOUN
iogr-1267	104	54	,	,	PUNCT
iogr-1267	104	55	n2	n2	ADJ
iogr-1267	104	56	percentage	percentage	NOUN
iogr-1267	104	57	ranged	range	VERB
iogr-1267	104	58	from	from	ADP
iogr-1267	104	59	0	0	NUM
iogr-1267	104	60	%	%	NOUN
iogr-1267	104	61	to	to	ADP
iogr-1267	104	62	6.8	6.8	NUM
iogr-1267	104	63	%	%	NOUN
iogr-1267	104	64	,	,	PUNCT
iogr-1267	104	65	and	and	CCONJ
iogr-1267	104	66	gas	gas	NOUN
iogr-1267	104	67	specific	specific	ADJ
iogr-1267	104	68	gravity	gravity	NOUN
iogr-1267	104	69	varied	vary	VERB
iogr-1267	104	70	between	between	ADP
iogr-1267	104	71	0.55	0.55	NUM
iogr-1267	104	72	and	and	CCONJ
iogr-1267	104	73	0.9	0.9	NUM
iogr-1267	104	74	.	.	PUNCT
iogr-1267	105	1	additionally	additionally	ADV
iogr-1267	105	2	,	,	PUNCT
iogr-1267	105	3	the	the	DET
iogr-1267	105	4	hydrate	hydrate	ADJ
iogr-1267	105	5	formation	formation	NOUN
iogr-1267	105	6	temperature	temperature	NOUN
iogr-1267	105	7	exhibited	exhibit	VERB
iogr-1267	105	8	a	a	DET
iogr-1267	105	9	range	range	NOUN
iogr-1267	105	10	of	of	ADP
iogr-1267	105	11	282.52	282.52	NUM
iogr-1267	105	12	°	°	NOUN
iogr-1267	105	13	f	f	NOUN
iogr-1267	105	14	to	to	ADP
iogr-1267	105	15	309.75	309.75	NUM
iogr-1267	105	16	°	°	NOUN
iogr-1267	105	17	f	f	PROPN
iogr-1267	105	18	.	.	PROPN
iogr-1267	105	19	6	6	NUM
iogr-1267	105	20	table	table	NOUN
iogr-1267	105	21	2	2	NUM
iogr-1267	105	22	—	—	PUNCT
iogr-1267	105	23	statistical	statistical	ADJ
iogr-1267	105	24	analysis	analysis	NOUN
iogr-1267	105	25	of	of	ADP
iogr-1267	105	26	divalent	divalent	ADJ
iogr-1267	105	27	brines	brine	NOUN
iogr-1267	105	28	.	.	PUNCT
iogr-1267	106	1	cacl2	cacl2	NOUN
iogr-1267	106	2	cabr2	cabr2	NOUN
iogr-1267	107	1	p	p	X
iogr-1267	107	2	,	,	PUNCT
iogr-1267	107	3	mpa	mpa	PROPN
iogr-1267	107	4	co2	co2	NOUN
iogr-1267	107	5	h2s	h2s	PROPN
iogr-1267	107	6	n2	n2	PROPN
iogr-1267	107	7	gas	gas	NOUN
iogr-1267	107	8	sp	sp	NOUN
iogr-1267	107	9	.	.	PROPN
iogr-1267	107	10	gr	gr	PROPN
iogr-1267	107	11	.	.	PROPN
iogr-1267	107	12	t	t	PROPN
iogr-1267	107	13	,	,	PUNCT
iogr-1267	107	14	k	k	PROPN
iogr-1267	107	15	mean	mean	VERB
iogr-1267	107	16	16.61	16.61	NUM
iogr-1267	107	17	10.17	10.17	NUM
iogr-1267	107	18	41.51	41.51	NUM
iogr-1267	107	19	1.73	1.73	NUM
iogr-1267	107	20	0.99	0.99	NUM
iogr-1267	107	21	0.15	0.15	NUM
iogr-1267	107	22	0.77	0.77	NUM
iogr-1267	107	23	282.52	282.52	NUM
iogr-1267	107	24	standard	standard	ADJ
iogr-1267	107	25	error	error	NOUN
iogr-1267	107	26	0.71	0.71	NUM
iogr-1267	107	27	0.71	0.71	NUM
iogr-1267	107	28	2.80	2.80	NUM
iogr-1267	107	29	0.26	0.26	NUM
iogr-1267	107	30	0.17	0.17	NUM
iogr-1267	107	31	0.05	0.05	NUM
iogr-1267	107	32	0.01	0.01	NUM
iogr-1267	107	33	0.82	0.82	NUM
iogr-1267	107	34	median	median	NOUN
iogr-1267	107	35	27.00	27.00	NUM
iogr-1267	107	36	3.00	3.00	NUM
iogr-1267	107	37	19.85	19.85	NUM
iogr-1267	107	38	0.00	0.00	NUM
iogr-1267	107	39	0.00	0.00	NUM
iogr-1267	107	40	0.00	0.00	NUM
iogr-1267	107	41	0.84	0.84	NUM
iogr-1267	107	42	285.75	285.75	NUM
iogr-1267	107	43	standard	standard	ADJ
iogr-1267	107	44	deviation	deviation	NOUN
iogr-1267	107	45	12.97	12.97	NUM
iogr-1267	107	46	13.08	13.08	NUM
iogr-1267	107	47	51.42	51.42	NUM
iogr-1267	107	48	4.87	4.87	NUM
iogr-1267	107	49	3.16	3.16	NUM
iogr-1267	107	50	0.83	0.83	NUM
iogr-1267	107	51	0.10	0.10	NUM
iogr-1267	107	52	15.11	15.11	NUM
iogr-1267	107	53	sample	sample	NOUN
iogr-1267	107	54	variance	variance	NOUN
iogr-1267	107	55	168.24	168.24	NUM
iogr-1267	107	56	171.11	171.11	NUM
iogr-1267	107	57	2644.16	2644.16	NUM
iogr-1267	107	58	23.69	23.69	NUM
iogr-1267	107	59	10.01	10.01	NUM
iogr-1267	107	60	0.69	0.69	NUM
iogr-1267	107	61	0.01	0.01	NUM
iogr-1267	107	62	228.27	228.27	NUM
iogr-1267	107	63	kurtosis	kurtosis	NOUN
iogr-1267	107	64	-1.75	-1.75	NOUN
iogr-1267	107	65	-1.30	-1.30	NUM
iogr-1267	107	66	1.71	1.71	NUM
iogr-1267	107	67	8.70	8.70	NUM
iogr-1267	107	68	14.63	14.63	NUM
iogr-1267	107	69	59.75	59.75	NUM
iogr-1267	107	70	-0.80	-0.80	NOUN
iogr-1267	107	71	-0.50	-0.50	PROPN
iogr-1267	107	72	skewness	skewness	NOUN
iogr-1267	107	73	-0.43	-0.43	NUM
iogr-1267	107	74	0.80	0.80	NUM
iogr-1267	107	75	1.61	1.61	NUM
iogr-1267	107	76	3.04	3.04	NUM
iogr-1267	107	77	3.75	3.75	NUM
iogr-1267	107	78	7.73	7.73	NUM
iogr-1267	107	79	-0.88	-0.88	NUM
iogr-1267	107	80	-0.55	-0.55	NOUN
iogr-1267	107	81	range	range	VERB
iogr-1267	107	82	33.00	33.00	NUM
iogr-1267	107	83	32.00	32.00	NUM
iogr-1267	107	84	204.31	204.31	NUM
iogr-1267	107	85	24.90	24.90	NUM
iogr-1267	107	86	17.60	17.60	NUM
iogr-1267	107	87	6.80	6.80	NUM
iogr-1267	107	88	0.34	0.34	NUM
iogr-1267	107	89	67.21	67.21	NUM
iogr-1267	107	90	minimum	minimum	NOUN
iogr-1267	107	91	0.00	0.00	NUM
iogr-1267	107	92	0.00	0.00	NUM
iogr-1267	107	93	0.27	0.27	NUM
iogr-1267	107	94	0.00	0.00	NUM
iogr-1267	107	95	0.00	0.00	NUM
iogr-1267	107	96	0.00	0.00	NUM
iogr-1267	107	97	0.55	0.55	NUM
iogr-1267	107	98	242.54	242.54	NUM
iogr-1267	107	99	maximum	maximum	NOUN
iogr-1267	107	100	33.00	33.00	NUM
iogr-1267	107	101	32.00	32.00	NUM
iogr-1267	107	102	204.58	204.58	NUM
iogr-1267	107	103	24.90	24.90	NUM
iogr-1267	107	104	17.60	17.60	NUM
iogr-1267	107	105	6.80	6.80	NUM
iogr-1267	107	106	0.90	0.90	NUM
iogr-1267	107	107	309.75	309.75	NUM
iogr-1267	107	108	correlation	correlation	NOUN
iogr-1267	107	109	coefficient	coefficient	NOUN
iogr-1267	107	110	.	.	PUNCT
iogr-1267	108	1	the	the	DET
iogr-1267	108	2	correlation	correlation	NOUN
iogr-1267	108	3	coefficient	coefficient	NOUN
iogr-1267	108	4	is	be	AUX
iogr-1267	108	5	employed	employ	VERB
iogr-1267	108	6	to	to	PART
iogr-1267	108	7	assess	assess	VERB
iogr-1267	108	8	the	the	DET
iogr-1267	108	9	connection	connection	NOUN
iogr-1267	108	10	between	between	ADP
iogr-1267	108	11	two	two	NUM
iogr-1267	108	12	parameters	parameter	NOUN
iogr-1267	108	13	.	.	PUNCT
iogr-1267	109	1	it	it	PRON
iogr-1267	109	2	serves	serve	VERB
iogr-1267	109	3	as	as	ADP
iogr-1267	109	4	a	a	DET
iogr-1267	109	5	measure	measure	NOUN
iogr-1267	109	6	of	of	ADP
iogr-1267	109	7	the	the	DET
iogr-1267	109	8	influence	influence	NOUN
iogr-1267	109	9	of	of	ADP
iogr-1267	109	10	each	each	DET
iogr-1267	109	11	feature	feature	NOUN
iogr-1267	109	12	or	or	CCONJ
iogr-1267	109	13	input	input	NOUN
iogr-1267	109	14	on	on	ADP
iogr-1267	109	15	the	the	DET
iogr-1267	109	16	output	output	NOUN
iogr-1267	109	17	.	.	PUNCT
iogr-1267	110	1	when	when	SCONJ
iogr-1267	110	2	numerous	numerous	ADJ
iogr-1267	110	3	parameters	parameter	NOUN
iogr-1267	110	4	impact	impact	VERB
iogr-1267	110	5	the	the	DET
iogr-1267	110	6	output	output	NOUN
iogr-1267	110	7	,	,	PUNCT
iogr-1267	110	8	it	it	PRON
iogr-1267	110	9	can	can	AUX
iogr-1267	110	10	function	function	VERB
iogr-1267	110	11	as	as	ADP
iogr-1267	110	12	a	a	DET
iogr-1267	110	13	screening	screening	NOUN
iogr-1267	110	14	or	or	CCONJ
iogr-1267	110	15	evaluation	evaluation	NOUN
iogr-1267	110	16	tool	tool	NOUN
iogr-1267	110	17	,	,	PUNCT
iogr-1267	110	18	helping	helping	AUX
iogr-1267	110	19	identify	identify	VERB
iogr-1267	110	20	the	the	DET
iogr-1267	110	21	most	most	ADV
iogr-1267	110	22	impactful	impactful	ADJ
iogr-1267	110	23	parameters	parameter	NOUN
iogr-1267	110	24	and	and	CCONJ
iogr-1267	110	25	whether	whether	SCONJ
iogr-1267	110	26	their	their	PRON
iogr-1267	110	27	effects	effect	NOUN
iogr-1267	110	28	are	be	AUX
iogr-1267	110	29	positive	positive	ADJ
iogr-1267	110	30	or	or	CCONJ
iogr-1267	110	31	negative	negative	ADJ
iogr-1267	110	32	.	.	PUNCT
iogr-1267	111	1	𝐶𝑜𝑟𝑟𝑒𝑙𝑎𝑡𝑖𝑜𝑛	𝐶𝑜𝑟𝑟𝑒𝑙𝑎𝑡𝑖𝑜𝑛	PROPN
iogr-1267	111	2	𝐶𝑜𝑒𝑓𝑓𝑖𝑐𝑖𝑒𝑛𝑡(𝑥	𝐶𝑜𝑒𝑓𝑓𝑖𝑐𝑖𝑒𝑛𝑡(𝑥	PROPN
iogr-1267	111	3	,	,	PUNCT
iogr-1267	111	4	𝑦	𝑦	NOUN
iogr-1267	111	5	)	)	PUNCT
iogr-1267	111	6	=	=	SYM
iogr-1267	111	7	σ(𝑥−𝑥𝑎𝑣𝑔)(𝑦−𝑦𝑎𝑣𝑔	σ(𝑥−𝑥𝑎𝑣𝑔)(𝑦−𝑦𝑎𝑣𝑔	ADJ
iogr-1267	111	8	)	)	PUNCT
iogr-1267	111	9	√σ(x−xavg)2σ(𝑦−𝑦𝑎𝑣𝑔)2	√σ(x−xavg)2σ(𝑦−𝑦𝑎𝑣𝑔)2	PROPN
iogr-1267	111	10	,	,	PUNCT
iogr-1267	111	11	.................................................................................	.................................................................................	PUNCT
iogr-1267	111	12	(	(	PUNCT
iogr-1267	111	13	5	5	X
iogr-1267	111	14	)	)	PUNCT
iogr-1267	111	15	the	the	DET
iogr-1267	111	16	correlation	correlation	NOUN
iogr-1267	111	17	coefficient	coefficient	NOUN
iogr-1267	111	18	plots	plot	NOUN
iogr-1267	111	19	for	for	ADP
iogr-1267	111	20	different	different	ADJ
iogr-1267	111	21	parameters	parameter	NOUN
iogr-1267	111	22	in	in	ADP
iogr-1267	111	23	monovalent	monovalent	NOUN
iogr-1267	111	24	and	and	CCONJ
iogr-1267	111	25	divalent	divalent	ADJ
iogr-1267	111	26	brines	brine	NOUN
iogr-1267	111	27	are	be	AUX
iogr-1267	111	28	depicted	depict	VERB
iogr-1267	111	29	in	in	ADP
iogr-1267	111	30	figures	figure	NOUN
iogr-1267	111	31	7	7	NUM
iogr-1267	111	32	and	and	CCONJ
iogr-1267	111	33	8	8	NUM
iogr-1267	111	34	,	,	PUNCT
iogr-1267	111	35	respectively	respectively	ADV
iogr-1267	111	36	.	.	PUNCT
iogr-1267	112	1	figure	figure	VERB
iogr-1267	112	2	7	7	NUM
iogr-1267	112	3	—	—	PUNCT
iogr-1267	112	4	correlation	correlation	NOUN
iogr-1267	112	5	coefficient	coefficient	NOUN
iogr-1267	112	6	of	of	ADP
iogr-1267	112	7	different	different	ADJ
iogr-1267	112	8	parameters	parameter	NOUN
iogr-1267	112	9	for	for	ADP
iogr-1267	112	10	monovalent	monovalent	NOUN
iogr-1267	112	11	brines	brine	NOUN
iogr-1267	112	12	.	.	PUNCT
iogr-1267	113	1	figure	figure	NOUN
iogr-1267	113	2	8	8	NUM
iogr-1267	113	3	—	—	PUNCT
iogr-1267	113	4	correlation	correlation	NOUN
iogr-1267	113	5	coefficient	coefficient	NOUN
iogr-1267	113	6	of	of	ADP
iogr-1267	113	7	different	different	ADJ
iogr-1267	113	8	parameters	parameter	NOUN
iogr-1267	113	9	for	for	ADP
iogr-1267	113	10	divalent	divalent	ADJ
iogr-1267	113	11	brines	brine	NOUN
iogr-1267	113	12	.	.	PUNCT
iogr-1267	114	1	-0.6	-0.6	NOUN
iogr-1267	114	2	-0.4	-0.4	X
iogr-1267	114	3	-0.2	-0.2	PROPN
iogr-1267	114	4	0	0	NUM
iogr-1267	114	5	0.2	0.2	NUM
iogr-1267	114	6	0.4	0.4	NUM
iogr-1267	114	7	0.6	0.6	NUM
iogr-1267	114	8	nacl	nacl	NOUN
iogr-1267	114	9	kcl	kcl	PROPN
iogr-1267	114	10	nabr	nabr	PROPN
iogr-1267	114	11	p	p	NOUN
iogr-1267	114	12	co2	co2	NOUN
iogr-1267	114	13	h2s	h2s	NOUN
iogr-1267	114	14	n2	n2	PROPN
iogr-1267	114	15	spec	spec	PROPN
iogr-1267	114	16	grav	grav	PROPN
iogr-1267	114	17	.	.	PUNCT
iogr-1267	115	1	c	c	NOUN
iogr-1267	115	2	o	o	NOUN
iogr-1267	115	3	ef	ef	PROPN
iogr-1267	115	4	fi	fi	PROPN
iogr-1267	115	5	ci	ci	PROPN
iogr-1267	115	6	en	en	PROPN
iogr-1267	115	7	t	t	PROPN
iogr-1267	115	8	-0.6	-0.6	PROPN
iogr-1267	115	9	-0.4	-0.4	PROPN
iogr-1267	115	10	-0.2	-0.2	PROPN
iogr-1267	115	11	0	0	NUM
iogr-1267	115	12	0.2	0.2	NUM
iogr-1267	115	13	0.4	0.4	NUM
iogr-1267	115	14	0.6	0.6	NUM
iogr-1267	115	15	cacl2	cacl2	NOUN
iogr-1267	115	16	cabr2	cabr2	NOUN
iogr-1267	115	17	p	p	NOUN
iogr-1267	116	1	co2	co2	NOUN
iogr-1267	116	2	h2s	h2s	NOUN
iogr-1267	116	3	n2	n2	PROPN
iogr-1267	116	4	spec	spec	PROPN
iogr-1267	116	5	grav	grav	PROPN
iogr-1267	116	6	c	c	PROPN
iogr-1267	116	7	o	o	PROPN
iogr-1267	116	8	ef	ef	PROPN
iogr-1267	116	9	fi	fi	PROPN
iogr-1267	116	10	ci	ci	PROPN
iogr-1267	116	11	en	en	PROPN
iogr-1267	116	12	t	t	PROPN
iogr-1267	116	13	7	7	NUM
iogr-1267	116	14	data	datum	NOUN
iogr-1267	116	15	normalization	normalization	NOUN
iogr-1267	116	16	.	.	PUNCT
iogr-1267	117	1	to	to	PART
iogr-1267	117	2	prepare	prepare	VERB
iogr-1267	117	3	the	the	DET
iogr-1267	117	4	data	datum	NOUN
iogr-1267	117	5	for	for	ADP
iogr-1267	117	6	constructing	construct	VERB
iogr-1267	117	7	the	the	DET
iogr-1267	117	8	ann	ann	PROPN
iogr-1267	117	9	model	model	NOUN
iogr-1267	117	10	,	,	PUNCT
iogr-1267	117	11	it	it	PRON
iogr-1267	117	12	is	be	AUX
iogr-1267	117	13	essential	essential	ADJ
iogr-1267	117	14	to	to	PART
iogr-1267	117	15	perform	perform	VERB
iogr-1267	117	16	data	datum	NOUN
iogr-1267	117	17	normalization	normalization	NOUN
iogr-1267	117	18	.	.	PUNCT
iogr-1267	118	1	this	this	DET
iogr-1267	118	2	step	step	NOUN
iogr-1267	118	3	ensures	ensure	VERB
iogr-1267	118	4	that	that	SCONJ
iogr-1267	118	5	all	all	DET
iogr-1267	118	6	variables	variable	NOUN
iogr-1267	118	7	are	be	AUX
iogr-1267	118	8	converted	convert	VERB
iogr-1267	118	9	to	to	ADP
iogr-1267	118	10	a	a	DET
iogr-1267	118	11	comparable	comparable	ADJ
iogr-1267	118	12	scale	scale	NOUN
iogr-1267	118	13	,	,	PUNCT
iogr-1267	118	14	facilitating	facilitate	VERB
iogr-1267	118	15	a	a	DET
iogr-1267	118	16	more	more	ADV
iogr-1267	118	17	accurate	accurate	ADJ
iogr-1267	118	18	and	and	CCONJ
iogr-1267	118	19	efficient	efficient	ADJ
iogr-1267	118	20	learning	learning	NOUN
iogr-1267	118	21	process	process	NOUN
iogr-1267	118	22	.	.	PUNCT
iogr-1267	119	1	to	to	PART
iogr-1267	119	2	normalize	normalize	VERB
iogr-1267	119	3	the	the	DET
iogr-1267	119	4	data	datum	NOUN
iogr-1267	119	5	within	within	ADP
iogr-1267	119	6	the	the	DET
iogr-1267	119	7	range	range	NOUN
iogr-1267	119	8	of	of	ADP
iogr-1267	119	9	-1	-1	INTJ
iogr-1267	119	10	to	to	ADP
iogr-1267	119	11	1	1	NUM
iogr-1267	119	12	,	,	PUNCT
iogr-1267	119	13	the	the	DET
iogr-1267	119	14	following	follow	VERB
iogr-1267	119	15	equation	equation	NOUN
iogr-1267	119	16	was	be	AUX
iogr-1267	119	17	applied	apply	VERB
iogr-1267	119	18	.	.	PUNCT
iogr-1267	120	1	𝑥𝑛𝑜𝑟	𝑥𝑛𝑜𝑟	NOUN
iogr-1267	120	2	=	=	SYM
iogr-1267	120	3	2	2	NUM
iogr-1267	120	4	∗	∗	NOUN
iogr-1267	120	5	(	(	PUNCT
iogr-1267	120	6	𝑥−𝑥𝑚𝑖𝑛	𝑥−𝑥𝑚𝑖𝑛	NUM
iogr-1267	120	7	𝑥𝑚𝑎𝑥−𝑥𝑚𝑖𝑛	𝑥𝑚𝑎𝑥−𝑥𝑚𝑖𝑛	NUM
iogr-1267	120	8	)	)	PUNCT
iogr-1267	121	1	−	−	ADP
iogr-1267	122	1	1	1	NUM
iogr-1267	122	2	.............................................................................................................................	.............................................................................................................................	NOUN
iogr-1267	122	3	(6	(6	PROPN
iogr-1267	122	4	)	)	PUNCT
iogr-1267	123	1	for	for	ADP
iogr-1267	123	2	monovalent	monovalent	NOUN
iogr-1267	123	3	brines	brine	NOUN
iogr-1267	123	4	:	:	PUNCT
iogr-1267	123	5	𝑁𝑎𝐶𝑙	𝑁𝑎𝐶𝑙	NOUN
iogr-1267	123	6	𝑤𝑡%𝑛𝑜𝑟	𝑤𝑡%𝑛𝑜𝑟	NOUN
iogr-1267	123	7	=	=	NOUN
iogr-1267	123	8	0.1333	0.1333	NUM
iogr-1267	123	9	∗	∗	NOUN
iogr-1267	123	10	𝑁𝑎𝐶𝑙	𝑁𝑎𝐶𝑙	PROPN
iogr-1267	123	11	𝑤𝑡%	𝑤𝑡%	VERB
iogr-1267	123	12	−	−	PROPN
iogr-1267	123	13	1,	1,	NUM
iogr-1267	123	14	................................................................................................................	................................................................................................................	NOUN
iogr-1267	123	15	(7	(7	NOUN
iogr-1267	123	16	)	)	PUNCT
iogr-1267	123	17	𝐾𝐶𝑙	𝐾𝐶𝑙	ADJ
iogr-1267	123	18	𝑤𝑡%𝑛𝑜𝑟	𝑤𝑡%𝑛𝑜𝑟	NOUN
iogr-1267	123	19	=	=	SYM
iogr-1267	123	20	0.1333	0.1333	NUM
iogr-1267	123	21	∗	∗	NOUN
iogr-1267	123	22	𝐾𝐶𝑙	𝐾𝐶𝑙	NOUN
iogr-1267	123	23	𝑤𝑡%	𝑤𝑡%	VERB
iogr-1267	123	24	−	−	PROPN
iogr-1267	123	25	1,	1,	NUM
iogr-1267	123	26	....................................................................................................................	....................................................................................................................	SYM
iogr-1267	123	27	(8	(8	NOUN
iogr-1267	123	28	)	)	PUNCT
iogr-1267	124	1	𝑁𝑎𝐵𝑟	𝑁𝑎𝐵𝑟	ADP
iogr-1267	124	2	𝑤𝑡%𝑛𝑜𝑟	𝑤𝑡%𝑛𝑜𝑟	NOUN
iogr-1267	124	3	=	=	SYM
iogr-1267	124	4	0.0654	0.0654	NUM
iogr-1267	124	5	∗	∗	NOUN
iogr-1267	124	6	𝑁𝑎𝐵𝑟	𝑁𝑎𝐵𝑟	VERB
iogr-1267	124	7	𝑤𝑡%	𝑤𝑡%	VERB
iogr-1267	124	8	−	−	PROPN
iogr-1267	124	9	1,	1,	NUM
iogr-1267	124	10	...............................................................................................................	...............................................................................................................	SYM
iogr-1267	124	11	(9	(9	NOUN
iogr-1267	124	12	)	)	PUNCT
iogr-1267	125	1	𝑃𝑛𝑜𝑟	𝑃𝑛𝑜𝑟	NOUN
iogr-1267	125	2	=	=	SYM
iogr-1267	125	3	0.0141	0.0141	NUM
iogr-1267	125	4	∗	∗	NUM
iogr-1267	125	5	𝑃	𝑃	NOUN
iogr-1267	125	6	−	−	NOUN
iogr-1267	125	7	1.0038,	1.0038,	NUM
iogr-1267	125	8	................................................................................................................................	................................................................................................................................	PUNCT
iogr-1267	125	9	(10	(10	PUNCT
iogr-1267	125	10	)	)	PUNCT
iogr-1267	125	11	𝐶𝑂2	𝐶𝑂2	VERB
iogr-1267	125	12	%	%	INTJ
iogr-1267	125	13	𝑛𝑜𝑟	𝑛𝑜𝑟	NOUN
iogr-1267	125	14	=	=	NOUN
iogr-1267	125	15	0.0803	0.0803	NUM
iogr-1267	125	16	∗	∗	X
iogr-1267	125	17	𝐶𝑂2	𝐶𝑂2	PROPN
iogr-1267	125	18	%	%	NOUN
iogr-1267	125	19	−	−	PROPN
iogr-1267	125	20	1,	1,	NUM
iogr-1267	125	21	.........................................................................................................................	.........................................................................................................................	PUNCT
iogr-1267	125	22	(11	(11	X
iogr-1267	125	23	)	)	PUNCT
iogr-1267	125	24	𝐻2𝑆%𝑛𝑜𝑟	𝐻2𝑆%𝑛𝑜𝑟	PUNCT
iogr-1267	126	1	=	=	SYM
iogr-1267	126	2	0.1136	0.1136	NUM
iogr-1267	126	3	∗	∗	NOUN
iogr-1267	126	4	𝐻2𝑆%	𝐻2𝑆%	PUNCT
iogr-1267	126	5	−	−	PROPN
iogr-1267	126	6	1,	1,	NUM
iogr-1267	126	7	..........................................................................................................................	..........................................................................................................................	NOUN
iogr-1267	126	8	(12	(12	SYM
iogr-1267	126	9	)	)	PUNCT
iogr-1267	126	10	𝑁2%𝑛𝑜𝑟	𝑁2%𝑛𝑜𝑟	NOUN
iogr-1267	126	11	=	=	SYM
iogr-1267	126	12	0.2941	0.2941	NUM
iogr-1267	126	13	∗	∗	NOUN
iogr-1267	126	14	𝑁2	𝑁2	NOUN
iogr-1267	126	15	%	%	NOUN
iogr-1267	126	16	−	−	PROPN
iogr-1267	126	17	1,	1,	NUM
iogr-1267	126	18	.............................................................................................................................	.............................................................................................................................	NOUN
iogr-1267	126	19	(13	(13	PUNCT
iogr-1267	126	20	)	)	PUNCT
iogr-1267	127	1	𝛾𝑔	𝛾𝑔	ADP
iogr-1267	127	2	𝑛𝑜𝑟	𝑛𝑜𝑟	NOUN
iogr-1267	127	3	=	=	SYM
iogr-1267	127	4	5.8116	5.8116	NUM
iogr-1267	127	5	∗	∗	NOUN
iogr-1267	127	6	𝛾𝑔	𝛾𝑔	ADP
iogr-1267	128	1	−	−	PROPN
iogr-1267	128	2	4.2064	4.2064	NUM
iogr-1267	128	3	............................................................................................................................	............................................................................................................................	NOUN
iogr-1267	128	4	(14	(14	NOUN
iogr-1267	128	5	)	)	PUNCT
iogr-1267	128	6	when	when	SCONJ
iogr-1267	128	7	hft	hft	PROPN
iogr-1267	128	8	is	be	AUX
iogr-1267	128	9	obtained	obtain	VERB
iogr-1267	128	10	,	,	PUNCT
iogr-1267	128	11	it	it	PRON
iogr-1267	128	12	will	will	AUX
iogr-1267	128	13	be	be	AUX
iogr-1267	128	14	normalized	normalize	VERB
iogr-1267	128	15	and	and	CCONJ
iogr-1267	128	16	to	to	PART
iogr-1267	128	17	converted	convert	VERB
iogr-1267	128	18	to	to	ADP
iogr-1267	128	19	original	original	ADJ
iogr-1267	128	20	value	value	NOUN
iogr-1267	128	21	by	by	ADP
iogr-1267	128	22	using	use	VERB
iogr-1267	128	23	the	the	DET
iogr-1267	128	24	expression	expression	NOUN
iogr-1267	128	25	as	as	SCONJ
iogr-1267	128	26	follows	follow	VERB
iogr-1267	128	27	,	,	PUNCT
iogr-1267	128	28	𝐻𝐹𝑇	𝐻𝐹𝑇	PROPN
iogr-1267	128	29	=	=	SYM
iogr-1267	128	30	19.35	19.35	NUM
iogr-1267	128	31	∗	∗	NOUN
iogr-1267	128	32	𝐻𝐹𝑇𝑛𝑜𝑟	𝐻𝐹𝑇𝑛𝑜𝑟	PROPN
iogr-1267	128	33	+	+	NUM
iogr-1267	128	34	283.75	283.75	NUM
iogr-1267	128	35	................................................................................................................	................................................................................................................	PUNCT
iogr-1267	128	36	(15	(15	X
iogr-1267	128	37	)	)	PUNCT
iogr-1267	128	38	for	for	ADP
iogr-1267	128	39	divalent	divalent	ADJ
iogr-1267	128	40	brines	brine	NOUN
iogr-1267	128	41	,	,	PUNCT
iogr-1267	128	42	the	the	DET
iogr-1267	128	43	equations	equation	NOUN
iogr-1267	128	44	used	use	VERB
iogr-1267	128	45	for	for	ADP
iogr-1267	128	46	data	datum	NOUN
iogr-1267	128	47	normalization	normalization	NOUN
iogr-1267	128	48	are	be	AUX
iogr-1267	128	49	as	as	SCONJ
iogr-1267	128	50	follows	follow	VERB
iogr-1267	128	51	.	.	PUNCT
iogr-1267	129	1	𝐶𝑎𝐶𝑙2	𝐶𝑎𝐶𝑙2	X
iogr-1267	129	2	𝑤𝑡%𝑛𝑜𝑟	𝑤𝑡%𝑛𝑜𝑟	NOUN
iogr-1267	129	3	=	=	SYM
iogr-1267	129	4	0.0606	0.0606	NUM
iogr-1267	129	5	∗	∗	NOUN
iogr-1267	129	6	𝐶𝑎𝐶𝑙2	𝐶𝑎𝐶𝑙2	NUM
iogr-1267	129	7	𝑤𝑡%	𝑤𝑡%	PUNCT
iogr-1267	129	8	−	−	PROPN
iogr-1267	129	9	1	1	NUM
iogr-1267	129	10	,	,	PUNCT
iogr-1267	129	11	..............................................................................................	..............................................................................................	PUNCT
iogr-1267	129	12	(	(	PUNCT
iogr-1267	129	13	16	16	NUM
iogr-1267	129	14	)	)	PUNCT
iogr-1267	129	15	𝐶𝑎𝐵𝑟2	𝐶𝑎𝐵𝑟2	NOUN
iogr-1267	129	16	𝑤𝑡%𝑛𝑜𝑟	𝑤𝑡%𝑛𝑜𝑟	NOUN
iogr-1267	129	17	=	=	SYM
iogr-1267	129	18	0.0625	0.0625	NUM
iogr-1267	129	19	∗	∗	NOUN
iogr-1267	129	20	𝐶𝑎𝐵𝑟2	𝐶𝑎𝐵𝑟2	NUM
iogr-1267	129	21	𝑤𝑡%	𝑤𝑡%	ADV
iogr-1267	129	22	−	−	PROPN
iogr-1267	129	23	1,	1,	NUM
iogr-1267	129	24	.............................................................................................	.............................................................................................	PUNCT
iogr-1267	129	25	(17	(17	ADJ
iogr-1267	129	26	)	)	PUNCT
iogr-1267	129	27	𝑃𝑛𝑜𝑟	𝑃𝑛𝑜𝑟	NOUN
iogr-1267	129	28	=	=	SYM
iogr-1267	129	29	0.0098	0.0098	NUM
iogr-1267	129	30	∗	∗	NOUN
iogr-1267	129	31	𝑃	𝑃	PROPN
iogr-1267	129	32	−	−	PROPN
iogr-1267	129	33	1.0026,	1.0026,	NUM
iogr-1267	129	34	.......................................................................................................................	.......................................................................................................................	NOUN
iogr-1267	129	35	(18	(18	X
iogr-1267	129	36	)	)	PUNCT
iogr-1267	130	1	𝐶𝑂2	𝐶𝑂2	NUM
iogr-1267	130	2	%	%	NOUN
iogr-1267	130	3	𝑛𝑜𝑟	𝑛𝑜𝑟	NOUN
iogr-1267	130	4	=	=	NOUN
iogr-1267	130	5	0.0803	0.0803	NUM
iogr-1267	130	6	∗	∗	NOUN
iogr-1267	130	7	𝐶𝑜2	𝐶𝑜2	NOUN
iogr-1267	130	8	%	%	NOUN
iogr-1267	130	9	−	−	PROPN
iogr-1267	130	10	1,	1,	NUM
iogr-1267	130	11	................................................................................................................	................................................................................................................	NOUN
iogr-1267	130	12	(19	(19	X
iogr-1267	130	13	)	)	PUNCT
iogr-1267	130	14	𝐻2𝑆%𝑛𝑜𝑟	𝐻2𝑆%𝑛𝑜𝑟	PUNCT
iogr-1267	130	15	=	=	NOUN
iogr-1267	130	16	0.1136	0.1136	NUM
iogr-1267	130	17	∗	∗	NOUN
iogr-1267	130	18	𝐻2𝑠%	𝐻2𝑠%	ADP
iogr-1267	130	19	−	−	PROPN
iogr-1267	130	20	1,	1,	NUM
iogr-1267	130	21	.................................................................................................................	.................................................................................................................	PUNCT
iogr-1267	130	22	(20	(20	PUNCT
iogr-1267	130	23	)	)	PUNCT
iogr-1267	130	24	𝑁2%𝑛𝑜𝑟	𝑁2%𝑛𝑜𝑟	NOUN
iogr-1267	130	25	=	=	SYM
iogr-1267	130	26	0.2941	0.2941	NUM
iogr-1267	130	27	∗	∗	NOUN
iogr-1267	130	28	𝑁2	𝑁2	NOUN
iogr-1267	130	29	%	%	NOUN
iogr-1267	130	30	−	−	PROPN
iogr-1267	130	31	1,	1,	NUM
iogr-1267	130	32	.....................................................................................................................	.....................................................................................................................	PROPN
iogr-1267	130	33	(21	(21	PUNCT
iogr-1267	130	34	)	)	PUNCT
iogr-1267	131	1	𝛾𝑔	𝛾𝑔	ADP
iogr-1267	131	2	𝑛𝑜𝑟	𝑛𝑜𝑟	NOUN
iogr-1267	131	3	=	=	SYM
iogr-1267	131	4	5.8116	5.8116	NUM
iogr-1267	131	5	∗	∗	NOUN
iogr-1267	131	6	𝛾𝑔	𝛾𝑔	ADP
iogr-1267	131	7	−	−	PROPN
iogr-1267	131	8	4.2064	4.2064	NUM
iogr-1267	131	9	....................................................................................................................	....................................................................................................................	NOUN
iogr-1267	131	10	(22	(22	NUM
iogr-1267	131	11	)	)	PUNCT
iogr-1267	131	12	when	when	SCONJ
iogr-1267	131	13	hft	hft	PROPN
iogr-1267	131	14	is	be	AUX
iogr-1267	131	15	obtained	obtain	VERB
iogr-1267	131	16	from	from	ADP
iogr-1267	131	17	it	it	PRON
iogr-1267	131	18	will	will	AUX
iogr-1267	131	19	be	be	AUX
iogr-1267	131	20	normalized	normalize	VERB
iogr-1267	131	21	and	and	CCONJ
iogr-1267	131	22	to	to	PART
iogr-1267	131	23	convert	convert	VERB
iogr-1267	131	24	it	it	PRON
iogr-1267	131	25	to	to	ADP
iogr-1267	131	26	original	original	ADJ
iogr-1267	131	27	value	value	NOUN
iogr-1267	131	28	,	,	PUNCT
iogr-1267	131	29	use	use	VERB
iogr-1267	131	30	expression	expression	NOUN
iogr-1267	131	31	:	:	PUNCT
iogr-1267	131	32	𝐻𝐹𝑇	𝐻𝐹𝑇	PROPN
iogr-1267	131	33	=	=	SYM
iogr-1267	131	34	33.606	33.606	NUM
iogr-1267	131	35	∗	∗	NOUN
iogr-1267	131	36	𝐻𝐹𝑇𝑛𝑜𝑟	𝐻𝐹𝑇𝑛𝑜𝑟	PROPN
iogr-1267	131	37	+	+	ADP
iogr-1267	131	38	276.14	276.14	NUM
iogr-1267	131	39	..............................................................................................................	..............................................................................................................	SYM
iogr-1267	131	40	(23	(23	SYM
iogr-1267	131	41	)	)	PUNCT
iogr-1267	131	42	artificial	artificial	ADJ
iogr-1267	131	43	neural	neural	ADJ
iogr-1267	131	44	networks	network	NOUN
iogr-1267	131	45	(	(	PUNCT
iogr-1267	131	46	ann	ann	PROPN
iogr-1267	131	47	)	)	PUNCT
iogr-1267	131	48	.	.	PUNCT
iogr-1267	132	1	ann	ann	PROPN
iogr-1267	132	2	is	be	AUX
iogr-1267	132	3	typically	typically	ADV
iogr-1267	132	4	structured	structure	VERB
iogr-1267	132	5	with	with	ADP
iogr-1267	132	6	three	three	NUM
iogr-1267	132	7	layers	layer	NOUN
iogr-1267	132	8	:	:	PUNCT
iogr-1267	132	9	input	input	NOUN
iogr-1267	132	10	,	,	PUNCT
iogr-1267	132	11	hidden	hide	VERB
iogr-1267	132	12	,	,	PUNCT
iogr-1267	132	13	and	and	CCONJ
iogr-1267	132	14	output	output	NOUN
iogr-1267	132	15	layers	layer	NOUN
iogr-1267	132	16	.	.	PUNCT
iogr-1267	133	1	the	the	DET
iogr-1267	133	2	methodology	methodology	NOUN
iogr-1267	133	3	of	of	ADP
iogr-1267	133	4	ann	ann	PROPN
iogr-1267	133	5	involves	involve	VERB
iogr-1267	133	6	the	the	DET
iogr-1267	133	7	utilization	utilization	NOUN
iogr-1267	133	8	of	of	ADP
iogr-1267	133	9	weights	weight	NOUN
iogr-1267	133	10	and	and	CCONJ
iogr-1267	133	11	biases	bias	NOUN
iogr-1267	133	12	to	to	PART
iogr-1267	133	13	establish	establish	VERB
iogr-1267	133	14	connections	connection	NOUN
iogr-1267	133	15	between	between	ADP
iogr-1267	133	16	these	these	DET
iogr-1267	133	17	layers	layer	NOUN
iogr-1267	133	18	,	,	PUNCT
iogr-1267	133	19	influencing	influence	VERB
iogr-1267	133	20	the	the	DET
iogr-1267	133	21	network	network	NOUN
iogr-1267	133	22	's	's	PART
iogr-1267	133	23	performance	performance	NOUN
iogr-1267	133	24	(	(	PUNCT
iogr-1267	133	25	figure	figure	NOUN
iogr-1267	133	26	9	9	NUM
iogr-1267	133	27	)	)	PUNCT
iogr-1267	133	28	.	.	PUNCT
iogr-1267	134	1	the	the	DET
iogr-1267	134	2	objective	objective	NOUN
iogr-1267	134	3	is	be	AUX
iogr-1267	134	4	to	to	PART
iogr-1267	134	5	compare	compare	VERB
iogr-1267	134	6	the	the	DET
iogr-1267	134	7	target	target	NOUN
iogr-1267	134	8	with	with	ADP
iogr-1267	134	9	the	the	DET
iogr-1267	134	10	output	output	NOUN
iogr-1267	134	11	value	value	NOUN
iogr-1267	134	12	,	,	PUNCT
iogr-1267	134	13	measure	measure	VERB
iogr-1267	134	14	the	the	DET
iogr-1267	134	15	disparity	disparity	NOUN
iogr-1267	134	16	between	between	ADP
iogr-1267	134	17	them	they	PRON
iogr-1267	134	18	,	,	PUNCT
iogr-1267	134	19	and	and	CCONJ
iogr-1267	134	20	then	then	ADV
iogr-1267	134	21	adjust	adjust	VERB
iogr-1267	134	22	weights	weight	NOUN
iogr-1267	134	23	based	base	VERB
iogr-1267	134	24	on	on	ADP
iogr-1267	134	25	this	this	DET
iogr-1267	134	26	difference	difference	NOUN
iogr-1267	134	27	until	until	SCONJ
iogr-1267	134	28	it	it	PRON
iogr-1267	134	29	reaches	reach	VERB
iogr-1267	134	30	an	an	DET
iogr-1267	134	31	acceptable	acceptable	ADJ
iogr-1267	134	32	minimum	minimum	NOUN
iogr-1267	134	33	value	value	NOUN
iogr-1267	134	34	.	.	PUNCT
iogr-1267	135	1	the	the	DET
iogr-1267	135	2	data	data	NOUN
iogr-1267	135	3	undergoes	undergo	VERB
iogr-1267	135	4	various	various	ADJ
iogr-1267	135	5	stages	stage	NOUN
iogr-1267	135	6	,	,	PUNCT
iogr-1267	135	7	including	include	VERB
iogr-1267	135	8	training	training	NOUN
iogr-1267	135	9	,	,	PUNCT
iogr-1267	135	10	testing	testing	NOUN
iogr-1267	135	11	,	,	PUNCT
iogr-1267	135	12	and	and	CCONJ
iogr-1267	135	13	validation	validation	NOUN
iogr-1267	135	14	.	.	PUNCT
iogr-1267	136	1	in	in	ADP
iogr-1267	136	2	this	this	DET
iogr-1267	136	3	study	study	NOUN
iogr-1267	136	4	,	,	PUNCT
iogr-1267	136	5	the	the	DET
iogr-1267	136	6	dataset	dataset	NOUN
iogr-1267	136	7	was	be	AUX
iogr-1267	136	8	partitioned	partition	VERB
iogr-1267	136	9	,	,	PUNCT
iogr-1267	136	10	allocating	allocate	VERB
iogr-1267	136	11	70	70	NUM
iogr-1267	136	12	%	%	NOUN
iogr-1267	136	13	for	for	ADP
iogr-1267	136	14	training	training	NOUN
iogr-1267	136	15	and	and	CCONJ
iogr-1267	136	16	30	30	NUM
iogr-1267	136	17	%	%	NOUN
iogr-1267	136	18	for	for	ADP
iogr-1267	136	19	testing	testing	NOUN
iogr-1267	136	20	and	and	CCONJ
iogr-1267	136	21	validation	validation	NOUN
iogr-1267	136	22	purposes	purpose	NOUN
iogr-1267	136	23	.	.	PUNCT
iogr-1267	137	1	8	8	NUM
iogr-1267	137	2	figure	figure	NOUN
iogr-1267	137	3	9	9	NUM
iogr-1267	137	4	—	—	PUNCT
iogr-1267	137	5	flowchart	flowchart	NOUN
iogr-1267	137	6	of	of	ADP
iogr-1267	137	7	artificial	artificial	ADJ
iogr-1267	137	8	neural	neural	ADJ
iogr-1267	137	9	network	network	NOUN
iogr-1267	137	10	network	network	NOUN
iogr-1267	137	11	optimization	optimization	NOUN
iogr-1267	137	12	.	.	PUNCT
iogr-1267	138	1	the	the	DET
iogr-1267	138	2	performance	performance	NOUN
iogr-1267	138	3	of	of	ADP
iogr-1267	138	4	the	the	DET
iogr-1267	138	5	artificial	artificial	ADJ
iogr-1267	138	6	neural	neural	ADJ
iogr-1267	138	7	network	network	NOUN
iogr-1267	138	8	(	(	PUNCT
iogr-1267	138	9	ann	ann	PROPN
iogr-1267	138	10	)	)	PUNCT
iogr-1267	138	11	of	of	ADP
iogr-1267	138	12	divalent	divalent	NOUN
iogr-1267	138	13	and	and	CCONJ
iogr-1267	138	14	monovalent	monovalent	NOUN
iogr-1267	138	15	brines	brine	NOUN
iogr-1267	138	16	(	(	PUNCT
iogr-1267	138	17	figures	figure	NOUN
iogr-1267	138	18	10	10	NUM
iogr-1267	138	19	and	and	CCONJ
iogr-1267	138	20	11	11	NUM
iogr-1267	138	21	)	)	PUNCT
iogr-1267	138	22	will	will	AUX
iogr-1267	138	23	undergo	undergo	VERB
iogr-1267	138	24	optimization	optimization	NOUN
iogr-1267	138	25	through	through	ADP
iogr-1267	138	26	the	the	DET
iogr-1267	138	27	adjustment	adjustment	NOUN
iogr-1267	138	28	of	of	ADP
iogr-1267	138	29	two	two	NUM
iogr-1267	138	30	key	key	ADJ
iogr-1267	138	31	factors	factor	NOUN
iogr-1267	138	32	:	:	PUNCT
iogr-1267	138	33	the	the	DET
iogr-1267	138	34	training	training	NOUN
iogr-1267	138	35	function	function	NOUN
iogr-1267	138	36	and	and	CCONJ
iogr-1267	138	37	the	the	DET
iogr-1267	138	38	number	number	NOUN
iogr-1267	138	39	of	of	ADP
iogr-1267	138	40	neurons	neuron	NOUN
iogr-1267	138	41	.	.	PUNCT
iogr-1267	139	1	various	various	ADJ
iogr-1267	139	2	training	training	NOUN
iogr-1267	139	3	methods	method	NOUN
iogr-1267	139	4	,	,	PUNCT
iogr-1267	139	5	including	include	VERB
iogr-1267	139	6	the	the	DET
iogr-1267	139	7	levenberg	levenberg	PROPN
iogr-1267	139	8	-	-	PUNCT
iogr-1267	139	9	marquardt	marquardt	PROPN
iogr-1267	139	10	,	,	PUNCT
iogr-1267	139	11	bayesian	bayesian	NOUN
iogr-1267	139	12	regularization	regularization	NOUN
iogr-1267	139	13	,	,	PUNCT
iogr-1267	139	14	and	and	CCONJ
iogr-1267	139	15	scaled	scale	VERB
iogr-1267	139	16	conjugate	conjugate	ADJ
iogr-1267	139	17	gradient	gradient	ADJ
iogr-1267	139	18	methods	method	NOUN
iogr-1267	139	19	,	,	PUNCT
iogr-1267	139	20	will	will	AUX
iogr-1267	139	21	be	be	AUX
iogr-1267	139	22	utilized	utilize	VERB
iogr-1267	139	23	for	for	ADP
iogr-1267	139	24	data	data	NOUN
iogr-1267	139	25	training	training	NOUN
iogr-1267	139	26	.	.	PUNCT
iogr-1267	140	1	the	the	DET
iogr-1267	140	2	mean	mean	ADJ
iogr-1267	140	3	square	square	ADJ
iogr-1267	140	4	error	error	NOUN
iogr-1267	140	5	(	(	PUNCT
iogr-1267	140	6	mse	mse	NOUN
iogr-1267	140	7	)	)	PUNCT
iogr-1267	140	8	will	will	AUX
iogr-1267	140	9	be	be	AUX
iogr-1267	140	10	computed	compute	VERB
iogr-1267	140	11	,	,	PUNCT
iogr-1267	140	12	and	and	CCONJ
iogr-1267	140	13	the	the	DET
iogr-1267	140	14	training	training	NOUN
iogr-1267	140	15	method	method	NOUN
iogr-1267	140	16	or	or	CCONJ
iogr-1267	140	17	number	number	NOUN
iogr-1267	140	18	of	of	ADP
iogr-1267	140	19	neurons	neuron	NOUN
iogr-1267	140	20	associated	associate	VERB
iogr-1267	140	21	with	with	ADP
iogr-1267	140	22	the	the	DET
iogr-1267	140	23	lowest	low	ADJ
iogr-1267	140	24	error	error	NOUN
iogr-1267	140	25	will	will	AUX
iogr-1267	140	26	be	be	AUX
iogr-1267	140	27	selected	select	VERB
iogr-1267	140	28	for	for	ADP
iogr-1267	140	29	optimal	optimal	ADJ
iogr-1267	140	30	performance	performance	NOUN
iogr-1267	140	31	.	.	PUNCT
iogr-1267	141	1	𝑀𝑆𝐸	𝑀𝑆𝐸	NOUN
iogr-1267	141	2	=	=	PUNCT
iogr-1267	141	3	∑	∑	PROPN
iogr-1267	141	4	(	(	PUNCT
iogr-1267	141	5	𝑋𝑖𝑜−𝑋𝑖𝑝)2𝑛	𝑋𝑖𝑜−𝑋𝑖𝑝)2𝑛	NOUN
iogr-1267	141	6	𝑖=1	𝑖=1	PROPN
iogr-1267	141	7	𝑛	𝑛	PROPN
iogr-1267	141	8	........................................................................................................................................	........................................................................................................................................	PUNCT
iogr-1267	141	9	(	(	PUNCT
iogr-1267	141	10	24	24	NUM
iogr-1267	141	11	)	)	PUNCT
iogr-1267	141	12	figure	figure	NOUN
iogr-1267	141	13	10	10	NUM
iogr-1267	141	14	—	—	PUNCT
iogr-1267	141	15	network	network	NOUN
iogr-1267	141	16	configuration	configuration	NOUN
iogr-1267	141	17	for	for	ADP
iogr-1267	141	18	monovalent	monovalent	NOUN
iogr-1267	141	19	brines	brine	NOUN
iogr-1267	141	20	.	.	PUNCT
iogr-1267	142	1	the	the	DET
iogr-1267	142	2	inputs	input	NOUN
iogr-1267	142	3	for	for	ADP
iogr-1267	142	4	the	the	DET
iogr-1267	142	5	hidden	hide	VERB
iogr-1267	142	6	are	be	AUX
iogr-1267	142	7	calculated	calculate	VERB
iogr-1267	142	8	from	from	ADP
iogr-1267	142	9	the	the	DET
iogr-1267	142	10	following	follow	VERB
iogr-1267	142	11	expression	expression	NOUN
iogr-1267	142	12	,	,	PUNCT
iogr-1267	142	13	𝑆𝑖	𝑆𝑖	PROPN
iogr-1267	142	14	,	,	PUNCT
iogr-1267	142	15	𝑗	𝑗	X
iogr-1267	142	16	=	=	X
iogr-1267	142	17	∑	∑	PROPN
iogr-1267	142	18	(	(	PUNCT
iogr-1267	142	19	𝑤𝑖	𝑤𝑖	NOUN
iogr-1267	142	20	,	,	PUNCT
iogr-1267	142	21	𝑗	𝑗	PROPN
iogr-1267	142	22	∗	∗	NOUN
iogr-1267	142	23	𝑥𝑗	𝑥𝑗	PROPN
iogr-1267	142	24	)	)	PUNCT
iogr-1267	142	25	+	+	CCONJ
iogr-1267	143	1	𝑏𝑖𝑛	𝑏𝑖𝑛	ADJ
iogr-1267	143	2	𝑖=1	𝑖=1	PROPN
iogr-1267	143	3	,	,	PUNCT
iogr-1267	143	4	..........................................................................................................................	..........................................................................................................................	PROPN
iogr-1267	143	5	(	(	PUNCT
iogr-1267	143	6	25	25	NUM
iogr-1267	143	7	)	)	PUNCT
iogr-1267	143	8	where	where	SCONJ
iogr-1267	143	9	,	,	PUNCT
iogr-1267	143	10	i	i	PRON
iogr-1267	143	11	represents	represent	VERB
iogr-1267	143	12	number	number	NOUN
iogr-1267	143	13	of	of	ADP
iogr-1267	143	14	neurons	neuron	NOUN
iogr-1267	143	15	,	,	PUNCT
iogr-1267	143	16	and	and	CCONJ
iogr-1267	143	17	j	j	PROPN
iogr-1267	143	18	represents	represent	VERB
iogr-1267	143	19	number	number	NOUN
iogr-1267	143	20	of	of	ADP
iogr-1267	143	21	inputs	input	NOUN
iogr-1267	143	22	,	,	PUNCT
iogr-1267	143	23	xj	xj	PROPN
iogr-1267	143	24	represents	represent	VERB
iogr-1267	143	25	the	the	DET
iogr-1267	143	26	inputs	input	NOUN
iogr-1267	143	27	.	.	PUNCT
iogr-1267	144	1	the	the	DET
iogr-1267	144	2	outputs	output	NOUN
iogr-1267	144	3	from	from	ADP
iogr-1267	144	4	the	the	DET
iogr-1267	144	5	hidden	hide	VERB
iogr-1267	144	6	layer	layer	NOUN
iogr-1267	144	7	(	(	PUNCT
iogr-1267	144	8	according	accord	VERB
iogr-1267	144	9	to	to	ADP
iogr-1267	144	10	tan	tan	PROPN
iogr-1267	144	11	sigmoid	sigmoid	NOUN
iogr-1267	144	12	activation	activation	NOUN
iogr-1267	144	13	function	function	NOUN
iogr-1267	144	14	)	)	PUNCT
iogr-1267	144	15	are	be	AUX
iogr-1267	144	16	calculated	calculate	VERB
iogr-1267	144	17	using	use	VERB
iogr-1267	144	18	,	,	PUNCT
iogr-1267	144	19	𝐻𝑖	𝐻𝑖	PROPN
iogr-1267	144	20	=	=	SYM
iogr-1267	144	21	2	2	NUM
iogr-1267	144	22	1+exp	1+exp	NOUN
iogr-1267	144	23	(	(	PUNCT
iogr-1267	144	24	−2∗𝑆𝑖	−2∗𝑆𝑖	NUM
iogr-1267	144	25	)	)	PUNCT
iogr-1267	144	26	−	−	ADP
iogr-1267	144	27	1	1	NUM
iogr-1267	144	28	.............................................................................................................................	.............................................................................................................................	NOUN
iogr-1267	144	29	(26	(26	NUM
iogr-1267	144	30	)	)	PUNCT
iogr-1267	144	31	to	to	PART
iogr-1267	144	32	get	get	VERB
iogr-1267	144	33	the	the	DET
iogr-1267	144	34	final	final	ADJ
iogr-1267	144	35	value	value	NOUN
iogr-1267	144	36	of	of	ADP
iogr-1267	144	37	pct	pct	NOUN
iogr-1267	144	38	,	,	PUNCT
iogr-1267	144	39	the	the	DET
iogr-1267	144	40	function	function	NOUN
iogr-1267	144	41	between	between	ADP
iogr-1267	144	42	output	output	NOUN
iogr-1267	144	43	layer	layer	NOUN
iogr-1267	144	44	and	and	CCONJ
iogr-1267	144	45	hidden	hidden	ADJ
iogr-1267	144	46	layer	layer	NOUN
iogr-1267	144	47	is	be	AUX
iogr-1267	144	48	linear	linear	ADJ
iogr-1267	144	49	and	and	CCONJ
iogr-1267	144	50	calculated	calculate	VERB
iogr-1267	144	51	by	by	ADP
iogr-1267	144	52	,	,	PUNCT
iogr-1267	144	53	𝑁𝑒𝑡	𝑁𝑒𝑡	PROPN
iogr-1267	144	54	=	=	SYM
iogr-1267	144	55	∑	∑	PROPN
iogr-1267	144	56	(	(	PUNCT
iogr-1267	144	57	𝑤2𝑖	𝑤2𝑖	PROPN
iogr-1267	144	58	∗	∗	NOUN
iogr-1267	144	59	𝐻𝑖	𝐻𝑖	PROPN
iogr-1267	144	60	)	)	PUNCT
iogr-1267	145	1	+	+	CCONJ
iogr-1267	145	2	𝑏2𝑛	𝑏2𝑛	PROPN
iogr-1267	145	3	𝑖=1	𝑖=1	PROPN
iogr-1267	145	4	,	,	PUNCT
iogr-1267	145	5	.........................................................................................................................	.........................................................................................................................	PROPN
iogr-1267	145	6	(	(	PUNCT
iogr-1267	145	7	27	27	NUM
iogr-1267	145	8	)	)	PUNCT
iogr-1267	145	9	where	where	SCONJ
iogr-1267	145	10	w2i	w2i	PROPN
iogr-1267	145	11	is	be	AUX
iogr-1267	145	12	the	the	DET
iogr-1267	145	13	weight	weight	NOUN
iogr-1267	145	14	of	of	ADP
iogr-1267	145	15	neuron	neuron	NOUN
iogr-1267	146	1	i	i	PRON
iogr-1267	146	2	at	at	ADP
iogr-1267	146	3	the	the	DET
iogr-1267	146	4	hidden	hide	VERB
iogr-1267	146	5	layer	layer	NOUN
iogr-1267	146	6	and	and	CCONJ
iogr-1267	146	7	output	output	NOUN
iogr-1267	146	8	layer	layer	NOUN
iogr-1267	146	9	.	.	PUNCT
iogr-1267	147	1	9	9	NUM
iogr-1267	147	2	figure	figure	NOUN
iogr-1267	147	3	11	11	NUM
iogr-1267	147	4	—	—	PUNCT
iogr-1267	147	5	network	network	NOUN
iogr-1267	147	6	configuration	configuration	NOUN
iogr-1267	147	7	for	for	ADP
iogr-1267	147	8	divalent	divalent	ADJ
iogr-1267	147	9	brines	brine	NOUN
iogr-1267	147	10	.	.	PUNCT
iogr-1267	148	1	results	result	VERB
iogr-1267	148	2	analysis	analysis	NOUN
iogr-1267	148	3	the	the	DET
iogr-1267	148	4	correlation	correlation	NOUN
iogr-1267	148	5	between	between	ADP
iogr-1267	148	6	the	the	DET
iogr-1267	148	7	mse	mse	NOUN
iogr-1267	148	8	and	and	CCONJ
iogr-1267	148	9	number	number	NOUN
iogr-1267	148	10	of	of	ADP
iogr-1267	148	11	neurons	neuron	NOUN
iogr-1267	148	12	for	for	ADP
iogr-1267	148	13	different	different	ADJ
iogr-1267	148	14	training	training	NOUN
iogr-1267	148	15	function	function	NOUN
iogr-1267	148	16	were	be	AUX
iogr-1267	148	17	analyzed	analyze	VERB
iogr-1267	148	18	in	in	ADP
iogr-1267	148	19	this	this	DET
iogr-1267	148	20	section	section	NOUN
iogr-1267	148	21	for	for	ADP
iogr-1267	148	22	monovalent	monovalent	NOUN
iogr-1267	148	23	and	and	CCONJ
iogr-1267	148	24	divalent	divalent	NOUN
iogr-1267	148	25	brines	brine	NOUN
iogr-1267	148	26	,	,	PUNCT
iogr-1267	148	27	respectively	respectively	ADV
iogr-1267	148	28	.	.	PUNCT
iogr-1267	149	1	monovalent	monovalent	NOUN
iogr-1267	149	2	brines	brine	NOUN
iogr-1267	149	3	.	.	PUNCT
iogr-1267	150	1	the	the	DET
iogr-1267	150	2	configuration	configuration	NOUN
iogr-1267	150	3	that	that	PRON
iogr-1267	150	4	yielded	yield	VERB
iogr-1267	150	5	the	the	DET
iogr-1267	150	6	smallest	small	ADJ
iogr-1267	150	7	mse	mse	NOUN
iogr-1267	150	8	was	be	AUX
iogr-1267	150	9	with	with	ADP
iogr-1267	150	10	19	19	NUM
iogr-1267	150	11	neurons	neuron	NOUN
iogr-1267	150	12	in	in	ADP
iogr-1267	150	13	the	the	DET
iogr-1267	150	14	hidden	hide	VERB
iogr-1267	150	15	layer	layer	NOUN
iogr-1267	150	16	,	,	PUNCT
iogr-1267	150	17	using	use	VERB
iogr-1267	150	18	the	the	DET
iogr-1267	150	19	levenberg	levenberg	PROPN
iogr-1267	150	20	-	-	PUNCT
iogr-1267	150	21	marquardt	marquardt	PROPN
iogr-1267	150	22	training	training	NOUN
iogr-1267	150	23	function	function	NOUN
iogr-1267	150	24	,	,	PUNCT
iogr-1267	150	25	resulting	result	VERB
iogr-1267	150	26	in	in	ADP
iogr-1267	150	27	an	an	DET
iogr-1267	150	28	mse	mse	NOUN
iogr-1267	150	29	of	of	ADP
iogr-1267	150	30	0.315×10	0.315×10	NOUN
iogr-1267	150	31	-	-	PUNCT
iogr-1267	150	32	2	2	NUM
iogr-1267	150	33	.	.	PUNCT
iogr-1267	150	34	with	with	ADP
iogr-1267	150	35	the	the	DET
iogr-1267	150	36	bayesian	bayesian	NOUN
iogr-1267	150	37	regularization	regularization	NOUN
iogr-1267	150	38	training	training	NOUN
iogr-1267	150	39	function	function	NOUN
iogr-1267	150	40	,	,	PUNCT
iogr-1267	150	41	a	a	DET
iogr-1267	150	42	setup	setup	NOUN
iogr-1267	150	43	featuring	feature	VERB
iogr-1267	150	44	14	14	NUM
iogr-1267	150	45	neurons	neuron	NOUN
iogr-1267	150	46	in	in	ADP
iogr-1267	150	47	the	the	DET
iogr-1267	150	48	hidden	hide	VERB
iogr-1267	150	49	layer	layer	NOUN
iogr-1267	150	50	achieved	achieve	VERB
iogr-1267	150	51	an	an	DET
iogr-1267	150	52	mse	mse	NOUN
iogr-1267	150	53	of	of	ADP
iogr-1267	150	54	0.0693×	0.0693×	NOUN
iogr-1267	150	55	10	10	NUM
iogr-1267	150	56	-	-	SYM
iogr-1267	150	57	2	2	NUM
iogr-1267	150	58	.	.	PUNCT
iogr-1267	151	1	on	on	ADP
iogr-1267	151	2	the	the	DET
iogr-1267	151	3	other	other	ADJ
iogr-1267	151	4	hand	hand	NOUN
iogr-1267	151	5	,	,	PUNCT
iogr-1267	151	6	when	when	SCONJ
iogr-1267	151	7	using	use	VERB
iogr-1267	151	8	the	the	DET
iogr-1267	151	9	scaled	scale	VERB
iogr-1267	151	10	conjugate	conjugate	ADJ
iogr-1267	151	11	gradient	gradient	NOUN
iogr-1267	151	12	training	training	NOUN
iogr-1267	151	13	function	function	NOUN
iogr-1267	151	14	,	,	PUNCT
iogr-1267	151	15	19	19	NUM
iogr-1267	151	16	neurons	neuron	NOUN
iogr-1267	151	17	in	in	ADP
iogr-1267	151	18	the	the	DET
iogr-1267	151	19	hidden	hide	VERB
iogr-1267	151	20	layer	layer	NOUN
iogr-1267	151	21	produced	produce	VERB
iogr-1267	151	22	an	an	DET
iogr-1267	151	23	mse	mse	NOUN
iogr-1267	151	24	of	of	ADP
iogr-1267	151	25	3.15×10	3.15×10	NUM
iogr-1267	151	26	-	-	SYM
iogr-1267	151	27	2	2	NUM
iogr-1267	151	28	(	(	PUNCT
iogr-1267	151	29	figure	figure	NOUN
iogr-1267	151	30	12	12	NUM
iogr-1267	151	31	)	)	PUNCT
iogr-1267	151	32	.	.	PUNCT
iogr-1267	152	1	table	table	NOUN
iogr-1267	152	2	3	3	NUM
iogr-1267	152	3	summarized	summarize	VERB
iogr-1267	152	4	the	the	DET
iogr-1267	152	5	weights	weight	NOUN
iogr-1267	152	6	and	and	CCONJ
iogr-1267	152	7	biases	bias	NOUN
iogr-1267	152	8	of	of	ADP
iogr-1267	152	9	the	the	DET
iogr-1267	152	10	ann	ann	PROPN
iogr-1267	152	11	model	model	NOUN
iogr-1267	152	12	for	for	ADP
iogr-1267	152	13	monovalent	monovalent	NOUN
iogr-1267	152	14	brines	brine	NOUN
iogr-1267	152	15	with	with	ADP
iogr-1267	152	16	14	14	NUM
iogr-1267	152	17	neurons	neuron	NOUN
iogr-1267	152	18	.	.	PUNCT
iogr-1267	153	1	figure	figure	NOUN
iogr-1267	153	2	12	12	NUM
iogr-1267	153	3	—	—	PUNCT
iogr-1267	153	4	mse	mse	NOUN
iogr-1267	153	5	for	for	ADP
iogr-1267	153	6	various	various	ADJ
iogr-1267	153	7	number	number	NOUN
iogr-1267	153	8	of	of	ADP
iogr-1267	153	9	neuron	neuron	NOUN
iogr-1267	153	10	by	by	ADP
iogr-1267	153	11	the	the	DET
iogr-1267	153	12	different	different	ADJ
iogr-1267	153	13	training	training	NOUN
iogr-1267	153	14	functions	function	NOUN
iogr-1267	153	15	for	for	ADP
iogr-1267	153	16	monovalent	monovalent	NOUN
iogr-1267	153	17	brines	brine	NOUN
iogr-1267	153	18	.	.	PUNCT
iogr-1267	154	1	10	10	NUM
iogr-1267	154	2	table	table	NOUN
iogr-1267	154	3	3	3	NUM
iogr-1267	154	4	—	—	PUNCT
iogr-1267	154	5	weights	weight	NOUN
iogr-1267	154	6	and	and	CCONJ
iogr-1267	154	7	biases	bias	NOUN
iogr-1267	154	8	of	of	ADP
iogr-1267	154	9	ann	ann	PROPN
iogr-1267	154	10	model	model	NOUN
iogr-1267	154	11	for	for	ADP
iogr-1267	154	12	monovalent	monovalent	NOUN
iogr-1267	154	13	brines	brine	NOUN
iogr-1267	154	14	.	.	PROPN
iogr-1267	154	15	neuron	neuron	PROPN
iogr-1267	154	16	wi	wi	PROPN
iogr-1267	154	17	,	,	PUNCT
iogr-1267	154	18	1	1	NUM
iogr-1267	154	19	wi	wi	PROPN
iogr-1267	154	20	,	,	PUNCT
iogr-1267	154	21	2	2	NUM
iogr-1267	154	22	wi,3	wi,3	PROPN
iogr-1267	154	23	wi,4	wi,4	PROPN
iogr-1267	154	24	wi,5	wi,5	PROPN
iogr-1267	154	25	wi,6	wi,6	VERB
iogr-1267	154	26	wi,7	wi,7	SCONJ
iogr-1267	154	27	wi,8	wi,8	PROPN
iogr-1267	154	28	bi	bi	NOUN
iogr-1267	154	29	w2,i	w2,i	PROPN
iogr-1267	154	30	b2	b2	PROPN
iogr-1267	154	31	1	1	NUM
iogr-1267	154	32	0.442	0.442	NUM
iogr-1267	154	33	0.265	0.265	NUM
iogr-1267	154	34	-0.334	-0.334	NOUN
iogr-1267	154	35	-0.235	-0.235	PUNCT
iogr-1267	154	36	0.243	0.243	NUM
iogr-1267	154	37	0.149	0.149	NUM
iogr-1267	154	38	-0.199	-0.199	NUM
iogr-1267	154	39	-0.593	-0.593	PUNCT
iogr-1267	154	40	-0.145	-0.145	VERB
iogr-1267	154	41	0.892	0.892	NUM
iogr-1267	154	42	-0.41	-0.41	ADP
iogr-1267	154	43	2	2	NUM
iogr-1267	154	44	1.226	1.226	NUM
iogr-1267	154	45	1.383	1.383	NUM
iogr-1267	154	46	-1.918	-1.918	NOUN
iogr-1267	154	47	0.877	0.877	NUM
iogr-1267	154	48	-0.213	-0.213	NUM
iogr-1267	154	49	-0.247	-0.247	PUNCT
iogr-1267	154	50	0.111	0.111	NUM
iogr-1267	154	51	0.972	0.972	NUM
iogr-1267	154	52	0.806	0.806	NUM
iogr-1267	154	53	2.410	2.410	NUM
iogr-1267	154	54	3	3	NUM
iogr-1267	154	55	-0.061	-0.061	NOUN
iogr-1267	154	56	-0.031	-0.031	NOUN
iogr-1267	154	57	0.067	0.067	NUM
iogr-1267	154	58	0.393	0.393	NUM
iogr-1267	154	59	-1.051	-1.051	NOUN
iogr-1267	154	60	-0.457	-0.457	PUNCT
iogr-1267	154	61	-0.064	-0.064	NOUN
iogr-1267	154	62	-0.835	-0.835	NOUN
iogr-1267	154	63	0.127	0.127	NUM
iogr-1267	154	64	-1.521	-1.521	NUM
iogr-1267	154	65	4	4	NUM
iogr-1267	154	66	-0.065	-0.065	NUM
iogr-1267	154	67	-0.262	-0.262	PUNCT
iogr-1267	154	68	-0.586	-0.586	VERB
iogr-1267	154	69	8.144	8.144	NUM
iogr-1267	154	70	0.381	0.381	NUM
iogr-1267	154	71	0.320	0.320	NUM
iogr-1267	154	72	0.007	0.007	NUM
iogr-1267	154	73	-0.925	-0.925	PUNCT
iogr-1267	154	74	8.334	8.334	NUM
iogr-1267	154	75	7.163	7.163	NUM
iogr-1267	154	76	5	5	NUM
iogr-1267	154	77	0.330	0.330	NUM
iogr-1267	154	78	0.847	0.847	NUM
iogr-1267	154	79	0.360	0.360	NUM
iogr-1267	154	80	-0.420	-0.420	NUM
iogr-1267	154	81	-1.079	-1.079	X
iogr-1267	154	82	-1.024	-1.024	PUNCT
iogr-1267	154	83	-0.575	-0.575	NUM
iogr-1267	154	84	4.795	4.795	NUM
iogr-1267	154	85	-0.023	-0.023	SYM
iogr-1267	154	86	-2.392	-2.392	NUM
iogr-1267	154	87	6	6	NUM
iogr-1267	154	88	-0.384	-0.384	X
iogr-1267	154	89	-0.094	-0.094	PUNCT
iogr-1267	154	90	-0.377	-0.377	PUNCT
iogr-1267	154	91	-0.107	-0.107	ADP
iogr-1267	154	92	0.183	0.183	NUM
iogr-1267	154	93	0.154	0.154	NUM
iogr-1267	154	94	0.050	0.050	NUM
iogr-1267	154	95	-0.058	-0.058	NUM
iogr-1267	154	96	-0.141	-0.141	X
iogr-1267	154	97	0.672	0.672	NUM
iogr-1267	154	98	7	7	NUM
iogr-1267	154	99	0.086	0.086	NUM
iogr-1267	154	100	0.052	0.052	NUM
iogr-1267	154	101	-0.036	-0.036	PROPN
iogr-1267	154	102	-0.458	-0.458	NOUN
iogr-1267	154	103	0.984	0.984	NUM
iogr-1267	154	104	0.666	0.666	NUM
iogr-1267	154	105	0.082	0.082	NUM
iogr-1267	154	106	0.868	0.868	NUM
iogr-1267	154	107	-0.146	-0.146	PROPN
iogr-1267	154	108	1.584	1.584	NUM
iogr-1267	154	109	8	8	NUM
iogr-1267	154	110	0.043	0.043	NUM
iogr-1267	154	111	-1.221	-1.221	NOUN
iogr-1267	154	112	0.529	0.529	NUM
iogr-1267	154	113	-2.228	-2.228	NUM
iogr-1267	154	114	0.141	0.141	NUM
iogr-1267	154	115	-0.592	-0.592	SYM
iogr-1267	154	116	1.381	1.381	NUM
iogr-1267	154	117	-0.457	-0.457	SYM
iogr-1267	154	118	-1.553	-1.553	NOUN
iogr-1267	154	119	2.252	2.252	NUM
iogr-1267	154	120	9	9	NUM
iogr-1267	154	121	0.051	0.051	NUM
iogr-1267	154	122	0.259	0.259	NUM
iogr-1267	154	123	0.845	0.845	NUM
iogr-1267	154	124	0.601	0.601	NUM
iogr-1267	154	125	-0.814	-0.814	SYM
iogr-1267	154	126	-0.508	-0.508	PUNCT
iogr-1267	154	127	0.120	0.120	NUM
iogr-1267	154	128	3.773	3.773	NUM
iogr-1267	154	129	-0.332	-0.332	SYM
iogr-1267	154	130	-1.926	-1.926	NUM
iogr-1267	154	131	10	10	NUM
iogr-1267	154	132	-1.113	-1.113	NOUN
iogr-1267	154	133	-1.037	-1.037	SYM
iogr-1267	154	134	-0.505	-0.505	NOUN
iogr-1267	154	135	-1.639	-1.639	PROPN
iogr-1267	154	136	0.730	0.730	NUM
iogr-1267	154	137	0.469	0.469	NUM
iogr-1267	154	138	0.550	0.550	NUM
iogr-1267	154	139	-2.986	-2.986	NUM
iogr-1267	154	140	-0.585	-0.585	ADJ
iogr-1267	154	141	-2.722	-2.722	NOUN
iogr-1267	154	142	11	11	NUM
iogr-1267	154	143	-0.109	-0.109	NUM
iogr-1267	154	144	-0.653	-0.653	X
iogr-1267	154	145	-0.753	-0.753	NUM
iogr-1267	154	146	5.698	5.698	NUM
iogr-1267	154	147	1.090	1.090	NUM
iogr-1267	154	148	0.745	0.745	NUM
iogr-1267	154	149	-0.104	-0.104	NOUN
iogr-1267	154	150	-2.697	-2.697	PUNCT
iogr-1267	154	151	5.299	5.299	NUM
iogr-1267	154	152	-4.181	-4.181	NUM
iogr-1267	154	153	12	12	NUM
iogr-1267	154	154	0.542	0.542	NUM
iogr-1267	154	155	-1.335	-1.335	NUM
iogr-1267	154	156	-0.682	-0.682	ADP
iogr-1267	154	157	1.528	1.528	NUM
iogr-1267	154	158	1.067	1.067	NUM
iogr-1267	154	159	-0.885	-0.885	SYM
iogr-1267	154	160	0.430	0.430	NUM
iogr-1267	154	161	-0.750	-0.750	NOUN
iogr-1267	154	162	0.379	0.379	NUM
iogr-1267	154	163	-1.698	-1.698	NUM
iogr-1267	154	164	13	13	NUM
iogr-1267	154	165	-1.482	-1.482	PUNCT
iogr-1267	154	166	-1.001	-1.001	NOUN
iogr-1267	154	167	-0.563	-0.563	NOUN
iogr-1267	154	168	2.794	2.794	NUM
iogr-1267	154	169	0.093	0.093	NUM
iogr-1267	154	170	0.004	0.004	NUM
iogr-1267	154	171	-0.460	-0.460	PUNCT
iogr-1267	154	172	-0.696	-0.696	X
iogr-1267	154	173	-0.263	-0.263	PUNCT
iogr-1267	154	174	2.280	2.280	NUM
iogr-1267	154	175	14	14	NUM
iogr-1267	154	176	-0.630	-0.630	NOUN
iogr-1267	154	177	0.485	0.485	NUM
iogr-1267	154	178	0.111	0.111	NUM
iogr-1267	154	179	-2.987	-2.987	PUNCT
iogr-1267	154	180	0.463	0.463	NUM
iogr-1267	154	181	0.548	0.548	NUM
iogr-1267	154	182	0.290	0.290	NUM
iogr-1267	154	183	-1.393	-1.393	NUM
iogr-1267	154	184	-1.651	-1.651	ADJ
iogr-1267	154	185	-1.920	-1.920	PUNCT
iogr-1267	154	186	divalent	divalent	ADJ
iogr-1267	154	187	brines	brine	NOUN
iogr-1267	154	188	.	.	PUNCT
iogr-1267	155	1	under	under	ADP
iogr-1267	155	2	the	the	DET
iogr-1267	155	3	levenberg	levenberg	PROPN
iogr-1267	155	4	-	-	PUNCT
iogr-1267	155	5	marquardt	marquardt	PROPN
iogr-1267	155	6	training	training	NOUN
iogr-1267	155	7	function	function	NOUN
iogr-1267	155	8	,	,	PUNCT
iogr-1267	155	9	employing	employ	VERB
iogr-1267	155	10	18	18	NUM
iogr-1267	155	11	neurons	neuron	NOUN
iogr-1267	155	12	in	in	ADP
iogr-1267	155	13	the	the	DET
iogr-1267	155	14	hidden	hide	VERB
iogr-1267	155	15	layer	layer	NOUN
iogr-1267	155	16	resulted	result	VERB
iogr-1267	155	17	in	in	ADP
iogr-1267	155	18	a	a	DET
iogr-1267	155	19	mse	mse	NOUN
iogr-1267	155	20	of	of	ADP
iogr-1267	155	21	0.0237×10	0.0237×10	PROPN
iogr-1267	155	22	-	-	PUNCT
iogr-1267	155	23	2	2	NUM
iogr-1267	155	24	.	.	PUNCT
iogr-1267	156	1	meanwhile	meanwhile	ADV
iogr-1267	156	2	,	,	PUNCT
iogr-1267	156	3	with	with	ADP
iogr-1267	156	4	the	the	DET
iogr-1267	156	5	bayesian	bayesian	NOUN
iogr-1267	156	6	regularization	regularization	NOUN
iogr-1267	156	7	training	training	NOUN
iogr-1267	156	8	function	function	NOUN
iogr-1267	156	9	,	,	PUNCT
iogr-1267	156	10	utilizing	utilize	VERB
iogr-1267	156	11	16	16	NUM
iogr-1267	156	12	neurons	neuron	NOUN
iogr-1267	156	13	in	in	ADP
iogr-1267	156	14	the	the	DET
iogr-1267	156	15	hidden	hide	VERB
iogr-1267	156	16	layer	layer	NOUN
iogr-1267	156	17	yielded	yield	VERB
iogr-1267	156	18	an	an	DET
iogr-1267	156	19	impressively	impressively	ADV
iogr-1267	156	20	low	low	ADJ
iogr-1267	156	21	mse	mse	NOUN
iogr-1267	156	22	of	of	ADP
iogr-1267	156	23	0.0036×10	0.0036×10	PROPN
iogr-1267	156	24	-	-	PUNCT
iogr-1267	156	25	2	2	NUM
iogr-1267	156	26	.	.	PUNCT
iogr-1267	156	27	when	when	SCONJ
iogr-1267	156	28	employing	employ	VERB
iogr-1267	156	29	the	the	DET
iogr-1267	156	30	scaled	scale	VERB
iogr-1267	156	31	conjugate	conjugate	ADJ
iogr-1267	156	32	gradient	gradient	NOUN
iogr-1267	156	33	training	training	NOUN
iogr-1267	156	34	function	function	NOUN
iogr-1267	156	35	,	,	PUNCT
iogr-1267	156	36	15	15	NUM
iogr-1267	156	37	neurons	neuron	NOUN
iogr-1267	156	38	in	in	ADP
iogr-1267	156	39	the	the	DET
iogr-1267	156	40	hidden	hide	VERB
iogr-1267	156	41	layer	layer	NOUN
iogr-1267	156	42	led	lead	VERB
iogr-1267	156	43	to	to	ADP
iogr-1267	156	44	an	an	DET
iogr-1267	156	45	mse	mse	NOUN
iogr-1267	156	46	of	of	ADP
iogr-1267	156	47	1.88×10	1.88×10	PROPN
iogr-1267	156	48	-	-	SYM
iogr-1267	156	49	2	2	NUM
iogr-1267	156	50	(	(	PUNCT
iogr-1267	156	51	figure	figure	NOUN
iogr-1267	156	52	13	13	NUM
iogr-1267	156	53	)	)	PUNCT
iogr-1267	156	54	.	.	PUNCT
iogr-1267	157	1	table	table	NOUN
iogr-1267	157	2	4	4	NUM
iogr-1267	157	3	summarized	summarize	VERB
iogr-1267	157	4	the	the	DET
iogr-1267	157	5	weights	weight	NOUN
iogr-1267	157	6	and	and	CCONJ
iogr-1267	157	7	biases	bias	NOUN
iogr-1267	157	8	of	of	ADP
iogr-1267	157	9	the	the	DET
iogr-1267	157	10	ann	ann	PROPN
iogr-1267	157	11	model	model	NOUN
iogr-1267	157	12	for	for	ADP
iogr-1267	157	13	divalent	divalent	ADJ
iogr-1267	157	14	brines	brine	NOUN
iogr-1267	157	15	with	with	ADP
iogr-1267	157	16	16	16	NUM
iogr-1267	157	17	neurons	neuron	NOUN
iogr-1267	157	18	.	.	PUNCT
iogr-1267	158	1	figure	figure	NOUN
iogr-1267	158	2	13	13	NUM
iogr-1267	158	3	—	—	PUNCT
iogr-1267	158	4	mse	mse	NOUN
iogr-1267	158	5	for	for	ADP
iogr-1267	158	6	number	number	NOUN
iogr-1267	158	7	of	of	ADP
iogr-1267	158	8	neuron	neuron	NOUN
iogr-1267	158	9	by	by	ADP
iogr-1267	158	10	different	different	ADJ
iogr-1267	158	11	training	training	NOUN
iogr-1267	158	12	functions	function	NOUN
iogr-1267	158	13	for	for	ADP
iogr-1267	158	14	divalent	divalent	ADJ
iogr-1267	158	15	brines	brine	NOUN
iogr-1267	158	16	.	.	PUNCT
iogr-1267	159	1	11	11	NUM
iogr-1267	159	2	table	table	NOUN
iogr-1267	159	3	4	4	NUM
iogr-1267	159	4	—	—	PUNCT
iogr-1267	159	5	weights	weight	NOUN
iogr-1267	159	6	and	and	CCONJ
iogr-1267	159	7	biases	bias	NOUN
iogr-1267	159	8	of	of	ADP
iogr-1267	159	9	ann	ann	PROPN
iogr-1267	159	10	model	model	NOUN
iogr-1267	159	11	for	for	ADP
iogr-1267	159	12	divalent	divalent	ADJ
iogr-1267	159	13	brines	brine	NOUN
iogr-1267	159	14	.	.	PUNCT
iogr-1267	159	15	neuron	neuron	PROPN
iogr-1267	159	16	wi,1	wi,1	PROPN
iogr-1267	159	17	wi,2	wi,2	PROPN
iogr-1267	159	18	wi,3	wi,3	PROPN
iogr-1267	159	19	wi,4	wi,4	PROPN
iogr-1267	159	20	wi,5	wi,5	PROPN
iogr-1267	159	21	wi,6	wi,6	VERB
iogr-1267	159	22	wi,7	wi,7	SCONJ
iogr-1267	159	23	bi	bi	PROPN
iogr-1267	159	24	w2,i	w2,i	PROPN
iogr-1267	159	25	b2	b2	PROPN
iogr-1267	159	26	1	1	NUM
iogr-1267	159	27	-1.038	-1.038	PUNCT
iogr-1267	159	28	0.748	0.748	NUM
iogr-1267	159	29	-1.604	-1.604	PUNCT
iogr-1267	159	30	-0.635	-0.635	ADP
iogr-1267	159	31	0.158	0.158	NUM
iogr-1267	159	32	-0.597	-0.597	NOUN
iogr-1267	159	33	2.590	2.590	NUM
iogr-1267	159	34	-0.310	-0.310	SYM
iogr-1267	159	35	2.038	2.038	NUM
iogr-1267	159	36	0.963	0.963	NUM
iogr-1267	159	37	2	2	NUM
iogr-1267	159	38	0.350	0.350	NUM
iogr-1267	159	39	0.584	0.584	NUM
iogr-1267	159	40	-15.123	-15.123	PUNCT
iogr-1267	159	41	-2.800	-2.800	PUNCT
iogr-1267	159	42	2.605	2.605	NUM
iogr-1267	159	43	4.680	4.680	NUM
iogr-1267	159	44	0.264	0.264	NUM
iogr-1267	159	45	-10.534	-10.534	NOUN
iogr-1267	159	46	-4.151	-4.151	PROPN
iogr-1267	159	47	3	3	NUM
iogr-1267	159	48	-0.634	-0.634	NOUN
iogr-1267	159	49	-1.389	-1.389	PROPN
iogr-1267	159	50	0.628	0.628	NUM
iogr-1267	159	51	-0.118	-0.118	NUM
iogr-1267	159	52	1.668	1.668	NUM
iogr-1267	159	53	-1.767	-1.767	X
iogr-1267	159	54	-4.848	-4.848	SYM
iogr-1267	159	55	-0.863	-0.863	NOUN
iogr-1267	159	56	2.306	2.306	NUM
iogr-1267	159	57	4	4	NUM
iogr-1267	159	58	-0.834	-0.834	NUM
iogr-1267	159	59	-1.534	-1.534	NUM
iogr-1267	159	60	0.808	0.808	NUM
iogr-1267	159	61	-1.292	-1.292	NUM
iogr-1267	159	62	0.552	0.552	NUM
iogr-1267	159	63	0.235	0.235	NUM
iogr-1267	159	64	-1.415	-1.415	PUNCT
iogr-1267	159	65	-0.410	-0.410	SYM
iogr-1267	159	66	-2.586	-2.586	NOUN
iogr-1267	159	67	5	5	NUM
iogr-1267	159	68	0.750	0.750	NUM
iogr-1267	159	69	-0.045	-0.045	PUNCT
iogr-1267	159	70	-9.304	-9.304	PUNCT
iogr-1267	159	71	-0.963	-0.963	NUM
iogr-1267	159	72	2.174	2.174	NUM
iogr-1267	159	73	6.270	6.270	NUM
iogr-1267	159	74	0.426	0.426	NUM
iogr-1267	159	75	-1.461	-1.461	ADP
iogr-1267	159	76	-6.474	-6.474	NOUN
iogr-1267	159	77	6	6	NUM
iogr-1267	159	78	-1.384	-1.384	NOUN
iogr-1267	159	79	0.617	0.617	NUM
iogr-1267	159	80	-1.516	-1.516	NUM
iogr-1267	159	81	-1.924	-1.924	NOUN
iogr-1267	159	82	1.065	1.065	NUM
iogr-1267	159	83	-0.002	-0.002	PUNCT
iogr-1267	159	84	2.083	2.083	NUM
iogr-1267	159	85	-0.869	-0.869	SYM
iogr-1267	159	86	-2.303	-2.303	NUM
iogr-1267	159	87	7	7	NUM
iogr-1267	159	88	1.339	1.339	NUM
iogr-1267	159	89	-0.297	-0.297	NUM
iogr-1267	159	90	-9.484	-9.484	PUNCT
iogr-1267	159	91	-1.079	-1.079	PROPN
iogr-1267	159	92	1.445	1.445	NUM
iogr-1267	159	93	2.819	2.819	NUM
iogr-1267	159	94	-0.220	-0.220	NOUN
iogr-1267	159	95	-5.934	-5.934	NOUN
iogr-1267	159	96	5.150	5.150	NUM
iogr-1267	159	97	8	8	NUM
iogr-1267	159	98	-1.591	-1.591	NOUN
iogr-1267	159	99	0.068	0.068	NUM
iogr-1267	159	100	6.329	6.329	NUM
iogr-1267	159	101	-0.897	-0.897	PUNCT
iogr-1267	159	102	-0.513	-0.513	NUM
iogr-1267	159	103	-0.250	-0.250	NUM
iogr-1267	159	104	1.303	1.303	NUM
iogr-1267	159	105	4.556	4.556	NUM
iogr-1267	159	106	2.524	2.524	NUM
iogr-1267	159	107	9	9	NUM
iogr-1267	159	108	0.508	0.508	NUM
iogr-1267	159	109	1.768	1.768	NUM
iogr-1267	159	110	-3.732	-3.732	PUNCT
iogr-1267	159	111	-0.790	-0.790	VERB
iogr-1267	159	112	1.717	1.717	NUM
iogr-1267	159	113	1.441	1.441	NUM
iogr-1267	159	114	0.330	0.330	NUM
iogr-1267	159	115	-1.284	-1.284	NOUN
iogr-1267	159	116	3.178	3.178	NUM
iogr-1267	159	117	10	10	NUM
iogr-1267	159	118	1.142	1.142	NUM
iogr-1267	159	119	-2.781	-2.781	NUM
iogr-1267	160	1	0.289	0.289	NUM
iogr-1267	160	2	-0.554	-0.554	NUM
iogr-1267	160	3	0.169	0.169	NUM
iogr-1267	160	4	0.136	0.136	NUM
iogr-1267	160	5	-3.758	-3.758	NUM
iogr-1267	160	6	-1.801	-1.801	NUM
iogr-1267	160	7	2.431	2.431	NUM
iogr-1267	160	8	11	11	NUM
iogr-1267	160	9	-0.231	-0.231	NUM
iogr-1267	160	10	-0.405	-0.405	NUM
iogr-1267	160	11	8.515	8.515	NUM
iogr-1267	160	12	0.402	0.402	NUM
iogr-1267	160	13	-1.947	-1.947	PRON
iogr-1267	160	14	-6.867	-6.867	SYM
iogr-1267	160	15	-0.435	-0.435	NOUN
iogr-1267	160	16	0.116	0.116	NUM
iogr-1267	160	17	-6.637	-6.637	NOUN
iogr-1267	160	18	12	12	NUM
iogr-1267	160	19	-0.611	-0.611	NOUN
iogr-1267	160	20	0.119	0.119	NUM
iogr-1267	160	21	-0.554	-0.554	NOUN
iogr-1267	160	22	-1.188	-1.188	X
iogr-1267	160	23	-1.505	-1.505	NUM
iogr-1267	160	24	1.447	1.447	NUM
iogr-1267	160	25	-0.562	-0.562	NUM
iogr-1267	160	26	-0.724	-0.724	NUM
iogr-1267	160	27	3.457	3.457	NUM
iogr-1267	160	28	13	13	NUM
iogr-1267	160	29	-0.713	-0.713	ADP
iogr-1267	160	30	1.340	1.340	NUM
iogr-1267	160	31	0.629	0.629	NUM
iogr-1267	160	32	0.533	0.533	NUM
iogr-1267	160	33	0.882	0.882	NUM
iogr-1267	160	34	-0.148	-0.148	NOUN
iogr-1267	160	35	0.609	0.609	NUM
iogr-1267	160	36	0.241	0.241	NUM
iogr-1267	160	37	2.448	2.448	NUM
iogr-1267	160	38	14	14	NUM
iogr-1267	160	39	-0.539	-0.539	PUNCT
iogr-1267	160	40	-0.282	-0.282	PUNCT
iogr-1267	160	41	-1.708	-1.708	NOUN
iogr-1267	160	42	1.374	1.374	NUM
iogr-1267	160	43	0.406	0.406	NUM
iogr-1267	160	44	-0.684	-0.684	SYM
iogr-1267	160	45	5.769	5.769	NUM
iogr-1267	160	46	-1.168	-1.168	NOUN
iogr-1267	160	47	2.529	2.529	NUM
iogr-1267	160	48	15	15	NUM
iogr-1267	160	49	-0.617	-0.617	ADV
iogr-1267	160	50	-1.371	-1.371	NUM
iogr-1267	161	1	1.187	1.187	NUM
iogr-1267	161	2	-0.314	-0.314	NOUN
iogr-1267	161	3	1.335	1.335	NUM
iogr-1267	161	4	0.086	0.086	NUM
iogr-1267	161	5	2.503	2.503	NUM
iogr-1267	161	6	-0.352	-0.352	PUNCT
iogr-1267	161	7	2.432	2.432	NUM
iogr-1267	161	8	16	16	NUM
iogr-1267	161	9	-0.674	-0.674	NOUN
iogr-1267	161	10	-2.211	-2.211	PUNCT
iogr-1267	161	11	3.617	3.617	NUM
iogr-1267	161	12	-1.207	-1.207	NOUN
iogr-1267	161	13	-1.515	-1.515	NOUN
iogr-1267	161	14	-1.332	-1.332	NOUN
iogr-1267	161	15	-0.205	-0.205	X
iogr-1267	161	16	-0.044	-0.044	PROPN
iogr-1267	161	17	3.486	3.486	NUM
iogr-1267	161	18	upon	upon	SCONJ
iogr-1267	161	19	optimization	optimization	NOUN
iogr-1267	161	20	,	,	PUNCT
iogr-1267	161	21	it	it	PRON
iogr-1267	161	22	appears	appear	VERB
iogr-1267	161	23	that	that	SCONJ
iogr-1267	161	24	the	the	DET
iogr-1267	161	25	bayesian	bayesian	NOUN
iogr-1267	161	26	regularization	regularization	NOUN
iogr-1267	161	27	training	training	NOUN
iogr-1267	161	28	function	function	NOUN
iogr-1267	161	29	exhibits	exhibit	VERB
iogr-1267	161	30	the	the	DET
iogr-1267	161	31	lowest	low	ADJ
iogr-1267	161	32	error	error	NOUN
iogr-1267	161	33	across	across	ADP
iogr-1267	161	34	both	both	DET
iogr-1267	161	35	types	type	NOUN
iogr-1267	161	36	of	of	ADP
iogr-1267	161	37	brines	brine	NOUN
iogr-1267	161	38	.	.	PUNCT
iogr-1267	162	1	specifically	specifically	ADV
iogr-1267	162	2	,	,	PUNCT
iogr-1267	162	3	for	for	ADP
iogr-1267	162	4	monovalent	monovalent	NOUN
iogr-1267	162	5	brines	brine	NOUN
iogr-1267	162	6	,	,	PUNCT
iogr-1267	162	7	a	a	DET
iogr-1267	162	8	14	14	NUM
iogr-1267	162	9	-	-	PUNCT
iogr-1267	162	10	neuron	neuron	NOUN
iogr-1267	162	11	network	network	NOUN
iogr-1267	162	12	yields	yield	VERB
iogr-1267	162	13	the	the	DET
iogr-1267	162	14	most	most	ADV
iogr-1267	162	15	accurate	accurate	ADJ
iogr-1267	162	16	match	match	NOUN
iogr-1267	162	17	and	and	CCONJ
iogr-1267	162	18	the	the	DET
iogr-1267	162	19	lowest	low	ADJ
iogr-1267	162	20	mse	mse	NOUN
iogr-1267	162	21	.	.	PUNCT
iogr-1267	163	1	in	in	ADP
iogr-1267	163	2	the	the	DET
iogr-1267	163	3	case	case	NOUN
iogr-1267	163	4	of	of	ADP
iogr-1267	163	5	divalent	divalent	ADJ
iogr-1267	163	6	brines	brine	NOUN
iogr-1267	163	7	,	,	PUNCT
iogr-1267	163	8	a	a	DET
iogr-1267	163	9	16	16	NUM
iogr-1267	163	10	-	-	PUNCT
iogr-1267	163	11	neuron	neuron	NOUN
iogr-1267	163	12	network	network	NOUN
iogr-1267	163	13	demonstrates	demonstrate	VERB
iogr-1267	163	14	the	the	DET
iogr-1267	163	15	best	good	ADJ
iogr-1267	163	16	results	result	NOUN
iogr-1267	163	17	with	with	ADP
iogr-1267	163	18	the	the	DET
iogr-1267	163	19	lowest	low	ADJ
iogr-1267	163	20	mse	mse	NOUN
iogr-1267	163	21	.	.	PUNCT
iogr-1267	164	1	as	as	SCONJ
iogr-1267	164	2	shown	show	VERB
iogr-1267	164	3	in	in	ADP
iogr-1267	164	4	figures	figure	NOUN
iogr-1267	164	5	14	14	NUM
iogr-1267	164	6	and	and	CCONJ
iogr-1267	164	7	15	15	NUM
iogr-1267	164	8	,	,	PUNCT
iogr-1267	164	9	the	the	DET
iogr-1267	164	10	predicted	predict	VERB
iogr-1267	164	11	hft	hft	PROPN
iogr-1267	164	12	by	by	ADP
iogr-1267	164	13	ann	ann	PROPN
iogr-1267	164	14	model	model	NOUN
iogr-1267	164	15	showed	show	VERB
iogr-1267	164	16	great	great	ADJ
iogr-1267	164	17	agreement	agreement	NOUN
iogr-1267	164	18	with	with	ADP
iogr-1267	164	19	actual	actual	ADJ
iogr-1267	164	20	hft	hft	NOUN
iogr-1267	164	21	for	for	ADP
iogr-1267	164	22	both	both	PRON
iogr-1267	164	23	monovalent	monovalent	NOUN
iogr-1267	164	24	and	and	CCONJ
iogr-1267	164	25	divalent	divalent	NOUN
iogr-1267	164	26	brines	brine	NOUN
iogr-1267	164	27	.	.	PUNCT
iogr-1267	165	1	consequently	consequently	ADV
iogr-1267	165	2	,	,	PUNCT
iogr-1267	165	3	the	the	DET
iogr-1267	165	4	weights	weight	NOUN
iogr-1267	165	5	and	and	CCONJ
iogr-1267	165	6	biases	bias	NOUN
iogr-1267	165	7	corresponding	correspond	VERB
iogr-1267	165	8	to	to	ADP
iogr-1267	165	9	these	these	DET
iogr-1267	165	10	networks	network	NOUN
iogr-1267	165	11	were	be	AUX
iogr-1267	165	12	chosen	choose	VERB
iogr-1267	165	13	and	and	CCONJ
iogr-1267	165	14	employed	employ	VERB
iogr-1267	165	15	for	for	ADP
iogr-1267	165	16	further	further	ADJ
iogr-1267	165	17	investigation	investigation	NOUN
iogr-1267	165	18	.	.	PUNCT
iogr-1267	166	1	figure	figure	NOUN
iogr-1267	166	2	14	14	NUM
iogr-1267	166	3	—	—	PUNCT
iogr-1267	166	4	predicted	predict	VERB
iogr-1267	166	5	hft	hft	NOUN
iogr-1267	166	6	by	by	ADP
iogr-1267	166	7	ann	ann	PROPN
iogr-1267	166	8	model	model	NOUN
iogr-1267	166	9	vs.	vs.	ADP
iogr-1267	166	10	actual	actual	ADJ
iogr-1267	166	11	hft	hft	PROPN
iogr-1267	166	12	for	for	ADP
iogr-1267	166	13	monovalent	monovalent	NOUN
iogr-1267	166	14	brines	brine	NOUN
iogr-1267	166	15	.	.	PUNCT
iogr-1267	167	1	12	12	NUM
iogr-1267	167	2	figure	figure	NOUN
iogr-1267	167	3	15	15	NUM
iogr-1267	167	4	—	—	PUNCT
iogr-1267	167	5	predicted	predict	VERB
iogr-1267	167	6	hft	hft	NOUN
iogr-1267	167	7	by	by	ADP
iogr-1267	167	8	ann	ann	PROPN
iogr-1267	167	9	model	model	NOUN
iogr-1267	167	10	vs.	vs.	ADP
iogr-1267	167	11	actual	actual	ADJ
iogr-1267	167	12	hft	hft	NOUN
iogr-1267	167	13	for	for	ADP
iogr-1267	167	14	divalent	divalent	ADJ
iogr-1267	167	15	brine	brine	NOUN
iogr-1267	167	16	.	.	PUNCT
iogr-1267	168	1	results	result	VERB
iogr-1267	168	2	comparison	comparison	NOUN
iogr-1267	168	3	.	.	PUNCT
iogr-1267	169	1	the	the	DET
iogr-1267	169	2	ann	ann	PROPN
iogr-1267	169	3	models	model	NOUN
iogr-1267	169	4	were	be	AUX
iogr-1267	169	5	contrasted	contrast	VERB
iogr-1267	169	6	with	with	ADP
iogr-1267	169	7	the	the	DET
iogr-1267	169	8	computed	computed	ADJ
iogr-1267	169	9	outcomes	outcome	NOUN
iogr-1267	169	10	derived	derive	VERB
iogr-1267	169	11	from	from	ADP
iogr-1267	169	12	ameripour	ameripour	PROPN
iogr-1267	169	13	's	's	PART
iogr-1267	169	14	(	(	PUNCT
iogr-1267	169	15	2009	2009	NUM
iogr-1267	169	16	)	)	PUNCT
iogr-1267	169	17	correlation	correlation	NOUN
iogr-1267	169	18	.	.	PUNCT
iogr-1267	170	1	the	the	DET
iogr-1267	170	2	designated	designate	VERB
iogr-1267	170	3	specific	specific	ADJ
iogr-1267	170	4	gas	gas	NOUN
iogr-1267	170	5	gravity	gravity	NOUN
iogr-1267	170	6	was	be	AUX
iogr-1267	170	7	set	set	VERB
iogr-1267	170	8	at	at	ADP
iogr-1267	170	9	0.645	0.645	NUM
iogr-1267	170	10	,	,	PUNCT
iogr-1267	170	11	and	and	CCONJ
iogr-1267	170	12	the	the	DET
iogr-1267	170	13	nabr	nabr	NOUN
iogr-1267	170	14	brine	brine	NOUN
iogr-1267	170	15	concentration	concentration	NOUN
iogr-1267	170	16	was	be	AUX
iogr-1267	170	17	20	20	NUM
iogr-1267	170	18	%	%	NOUN
iogr-1267	170	19	for	for	ADP
iogr-1267	170	20	monovalent	monovalent	NOUN
iogr-1267	170	21	brines	brine	NOUN
iogr-1267	170	22	.	.	PUNCT
iogr-1267	171	1	figure	figure	NOUN
iogr-1267	171	2	16	16	NUM
iogr-1267	171	3	—	—	PUNCT
iogr-1267	171	4	hydrate	hydrate	ADJ
iogr-1267	171	5	pressure	pressure	NOUN
iogr-1267	171	6	vs.	vs.	ADP
iogr-1267	171	7	temperature	temperature	NOUN
iogr-1267	171	8	of	of	ADP
iogr-1267	171	9	the	the	DET
iogr-1267	171	10	two	two	NUM
iogr-1267	171	11	models	model	NOUN
iogr-1267	171	12	for	for	ADP
iogr-1267	171	13	monovalent	monovalent	NOUN
iogr-1267	171	14	brines	brine	NOUN
iogr-1267	171	15	.	.	PUNCT
iogr-1267	172	1	table	table	NOUN
iogr-1267	172	2	5	5	NUM
iogr-1267	172	3	—	—	PUNCT
iogr-1267	172	4	comparison	comparison	NOUN
iogr-1267	172	5	of	of	ADP
iogr-1267	172	6	error%	error%	PUNCT
iogr-1267	172	7	between	between	ADP
iogr-1267	172	8	the	the	DET
iogr-1267	172	9	two	two	NUM
iogr-1267	172	10	models	model	NOUN
iogr-1267	172	11	for	for	ADP
iogr-1267	172	12	monovalent	monovalent	NOUN
iogr-1267	172	13	brines	brine	NOUN
iogr-1267	172	14	.	.	PUNCT
iogr-1267	173	1	pressure	pressure	NOUN
iogr-1267	173	2	,	,	PUNCT
iogr-1267	173	3	mpa	mpa	PROPN
iogr-1267	173	4	t	t	PROPN
iogr-1267	173	5	,	,	PUNCT
iogr-1267	173	6	k	k	PROPN
iogr-1267	173	7	t	t	PROPN
iogr-1267	173	8	,	,	PUNCT
iogr-1267	173	9	k	k	PROPN
iogr-1267	173	10	(	(	PUNCT
iogr-1267	173	11	amereripour	amereripour	NOUN
iogr-1267	173	12	2009	2009	NUM
iogr-1267	173	13	)	)	PUNCT
iogr-1267	173	14	er%	er%	PROPN
iogr-1267	173	15	t	t	PROPN
iogr-1267	173	16	,	,	PUNCT
iogr-1267	173	17	k	k	PROPN
iogr-1267	173	18	(	(	PUNCT
iogr-1267	173	19	ann	ann	PROPN
iogr-1267	173	20	model	model	PROPN
iogr-1267	173	21	)	)	PUNCT
iogr-1267	173	22	er%	er%	PROPN
iogr-1267	173	23	27.85	27.85	NUM
iogr-1267	173	24	291.93	291.93	NUM
iogr-1267	173	25	297.2729107	297.2729107	NUM
iogr-1267	173	26	-1.830202692	-1.830202692	NOUN
iogr-1267	173	27	291.6230148	291.6230148	NUM
iogr-1267	173	28	0.105157	0.105157	NUM
iogr-1267	173	29	27.03	27.03	NUM
iogr-1267	173	30	291.43	291.43	NUM
iogr-1267	173	31	297.0856811	297.0856811	NUM
iogr-1267	173	32	-1.940665368	-1.940665368	NOUN
iogr-1267	173	33	291.4691147	291.4691147	NUM
iogr-1267	173	34	-0.01342	-0.01342	NOUN
iogr-1267	173	35	21.65	21.65	NUM
iogr-1267	173	36	290.98	290.98	NUM
iogr-1267	173	37	295.6254951	295.6254951	NUM
iogr-1267	173	38	-1.596499799	-1.596499799	NOUN
iogr-1267	173	39	290.2123662	290.2123662	NUM
iogr-1267	173	40	0.26381	0.26381	NUM
iogr-1267	173	41	20.51	20.51	NUM
iogr-1267	173	42	290.71	290.71	NUM
iogr-1267	173	43	295.2514293	295.2514293	NUM
iogr-1267	173	44	-1.56218544	-1.56218544	NOUN
iogr-1267	173	45	289.9994762	289.9994762	NUM
iogr-1267	173	46	0.24441	0.24441	NUM
iogr-1267	173	47	13.65	13.65	NUM
iogr-1267	173	48	288.43	288.43	NUM
iogr-1267	173	49	292.2078762	292.2078762	NUM
iogr-1267	173	50	-1.309806955	-1.309806955	NOUN
iogr-1267	174	1	289.3868945	289.3868945	NUM
iogr-1267	174	2	-0.33176	-0.33176	NOUN
iogr-1267	174	3	14.41	14.41	NUM
iogr-1267	174	4	288.26	288.26	NUM
iogr-1267	174	5	292.6366603	292.6366603	NUM
iogr-1267	174	6	-1.518303018	-1.518303018	NOUN
iogr-1267	174	7	289.5172242	289.5172242	NUM
iogr-1267	174	8	-0.43614	-0.43614	NOUN
iogr-1267	174	9	0	0	NUM
iogr-1267	174	10	5	5	NUM
iogr-1267	174	11	10	10	NUM
iogr-1267	174	12	15	15	NUM
iogr-1267	174	13	20	20	NUM
iogr-1267	174	14	25	25	NUM
iogr-1267	174	15	30	30	NUM
iogr-1267	174	16	286	286	NUM
iogr-1267	174	17	288	288	NUM
iogr-1267	174	18	290	290	NUM
iogr-1267	174	19	292	292	NUM
iogr-1267	174	20	294	294	NUM
iogr-1267	174	21	296	296	NUM
iogr-1267	174	22	298	298	NUM
iogr-1267	174	23	p	p	NOUN
iogr-1267	174	24	re	re	ADP
iogr-1267	174	25	ss	ss	PROPN
iogr-1267	174	26	u	u	NOUN
iogr-1267	174	27	re	re	ADP
iogr-1267	174	28	,	,	PUNCT
iogr-1267	174	29	m	m	VERB
iogr-1267	174	30	p	p	NOUN
iogr-1267	174	31	a	a	DET
iogr-1267	174	32	temperature	temperature	NOUN
iogr-1267	174	33	,	,	PUNCT
iogr-1267	174	34	k	k	PROPN
iogr-1267	174	35	real	real	ADJ
iogr-1267	174	36	data	datum	NOUN
iogr-1267	174	37	ameripour	ameripour	PROPN
iogr-1267	174	38	correlation	correlation	NOUN
iogr-1267	174	39	ann	ann	PROPN
iogr-1267	174	40	model	model	NOUN
iogr-1267	174	41	13	13	NUM
iogr-1267	174	42	in	in	ADP
iogr-1267	174	43	the	the	DET
iogr-1267	174	44	case	case	NOUN
iogr-1267	174	45	of	of	ADP
iogr-1267	174	46	divalent	divalent	ADJ
iogr-1267	174	47	brines	brine	NOUN
iogr-1267	174	48	,	,	PUNCT
iogr-1267	174	49	the	the	DET
iogr-1267	174	50	specific	specific	ADJ
iogr-1267	174	51	gas	gas	NOUN
iogr-1267	174	52	gravity	gravity	NOUN
iogr-1267	174	53	was	be	AUX
iogr-1267	174	54	determined	determine	VERB
iogr-1267	174	55	to	to	PART
iogr-1267	174	56	be	be	AUX
iogr-1267	174	57	0.572	0.572	NUM
iogr-1267	174	58	,	,	PUNCT
iogr-1267	174	59	with	with	ADP
iogr-1267	174	60	a	a	DET
iogr-1267	174	61	cacl2	cacl2	NOUN
iogr-1267	174	62	brine	brine	NOUN
iogr-1267	174	63	concentration	concentration	NOUN
iogr-1267	174	64	of	of	ADP
iogr-1267	174	65	10	10	NUM
iogr-1267	174	66	%	%	NOUN
iogr-1267	174	67	.	.	PUNCT
iogr-1267	175	1	upon	upon	SCONJ
iogr-1267	175	2	examining	examine	VERB
iogr-1267	175	3	figures	figure	NOUN
iogr-1267	175	4	16	16	NUM
iogr-1267	175	5	and	and	CCONJ
iogr-1267	175	6	17	17	NUM
iogr-1267	175	7	,	,	PUNCT
iogr-1267	175	8	it	it	PRON
iogr-1267	175	9	becomes	become	VERB
iogr-1267	175	10	evident	evident	ADJ
iogr-1267	175	11	that	that	SCONJ
iogr-1267	175	12	the	the	DET
iogr-1267	175	13	ann	ann	PROPN
iogr-1267	175	14	model	model	NOUN
iogr-1267	175	15	exhibits	exhibit	VERB
iogr-1267	175	16	a	a	DET
iogr-1267	175	17	closer	close	ADJ
iogr-1267	175	18	alignment	alignment	NOUN
iogr-1267	175	19	with	with	ADP
iogr-1267	175	20	actual	actual	ADJ
iogr-1267	175	21	data	datum	NOUN
iogr-1267	175	22	,	,	PUNCT
iogr-1267	175	23	showcasing	showcase	VERB
iogr-1267	175	24	a	a	DET
iogr-1267	175	25	lower	low	ADJ
iogr-1267	175	26	error	error	NOUN
iogr-1267	175	27	rate	rate	NOUN
iogr-1267	175	28	(	(	PUNCT
iogr-1267	175	29	er%	er%	NUM
iogr-1267	175	30	)	)	PUNCT
iogr-1267	175	31	.	.	PUNCT
iogr-1267	176	1	tables	table	NOUN
iogr-1267	176	2	5	5	NUM
iogr-1267	176	3	and	and	CCONJ
iogr-1267	176	4	6	6	NUM
iogr-1267	176	5	summarized	summarize	VERB
iogr-1267	176	6	and	and	CCONJ
iogr-1267	176	7	compared	compare	VERB
iogr-1267	176	8	the	the	DET
iogr-1267	176	9	error	error	NOUN
iogr-1267	176	10	between	between	ADP
iogr-1267	176	11	two	two	NUM
iogr-1267	176	12	models	model	NOUN
iogr-1267	176	13	for	for	ADP
iogr-1267	176	14	monovalent	monovalent	NOUN
iogr-1267	176	15	and	and	CCONJ
iogr-1267	176	16	divalent	divalent	NOUN
iogr-1267	176	17	brines	brine	NOUN
iogr-1267	176	18	,	,	PUNCT
iogr-1267	176	19	respectively	respectively	ADV
iogr-1267	176	20	.	.	PUNCT
iogr-1267	177	1	figure	figure	VERB
iogr-1267	177	2	17	17	NUM
iogr-1267	177	3	—	—	PUNCT
iogr-1267	177	4	hydrate	hydrate	NOUN
iogr-1267	177	5	pressure	pressure	NOUN
iogr-1267	177	6	vs.	vs.	ADP
iogr-1267	177	7	temperature	temperature	NOUN
iogr-1267	177	8	of	of	ADP
iogr-1267	177	9	two	two	NUM
iogr-1267	177	10	models	model	NOUN
iogr-1267	177	11	for	for	ADP
iogr-1267	177	12	divalent	divalent	ADJ
iogr-1267	177	13	brines	brine	NOUN
iogr-1267	177	14	.	.	PUNCT
iogr-1267	178	1	table	table	NOUN
iogr-1267	178	2	6	6	NUM
iogr-1267	178	3	—	—	PUNCT
iogr-1267	178	4	comparison	comparison	NOUN
iogr-1267	178	5	of	of	ADP
iogr-1267	178	6	error	error	NOUN
iogr-1267	178	7	(	(	PUNCT
iogr-1267	178	8	%	%	NOUN
iogr-1267	178	9	)	)	PUNCT
iogr-1267	178	10	between	between	ADP
iogr-1267	178	11	two	two	NUM
iogr-1267	178	12	models	model	NOUN
iogr-1267	178	13	for	for	ADP
iogr-1267	178	14	divalent	divalent	ADJ
iogr-1267	178	15	brines	brine	NOUN
iogr-1267	178	16	.	.	PUNCT
iogr-1267	179	1	p	p	X
iogr-1267	179	2	,	,	PUNCT
iogr-1267	179	3	mpa	mpa	PROPN
iogr-1267	179	4	t	t	PROPN
iogr-1267	179	5	,	,	PUNCT
iogr-1267	179	6	k	k	PROPN
iogr-1267	179	7	t	t	PROPN
iogr-1267	179	8	,	,	PUNCT
iogr-1267	179	9	k	k	PROPN
iogr-1267	179	10	(	(	PUNCT
iogr-1267	179	11	amereripour	amereripour	NOUN
iogr-1267	179	12	2009	2009	NUM
iogr-1267	179	13	)	)	PUNCT
iogr-1267	179	14	er%	er%	PROPN
iogr-1267	179	15	t	t	PROPN
iogr-1267	179	16	,	,	PUNCT
iogr-1267	179	17	k	k	PROPN
iogr-1267	179	18	(	(	PUNCT
iogr-1267	179	19	ann	ann	PROPN
iogr-1267	179	20	model	model	PROPN
iogr-1267	179	21	)	)	PUNCT
iogr-1267	179	22	er%	er%	PROPN
iogr-1267	179	23	0.63	0.63	NUM
iogr-1267	179	24	266.7	266.7	NUM
iogr-1267	179	25	246.9805032	246.9805032	NUM
iogr-1267	179	26	7.393887068	7.393887068	NUM
iogr-1267	179	27	267.3144	267.3144	NUM
iogr-1267	179	28	-0.23036	-0.23036	NOUN
iogr-1267	179	29	0.88	0.88	NUM
iogr-1267	179	30	269.2	269.2	NUM
iogr-1267	179	31	256.6640622	256.6640622	NUM
iogr-1267	179	32	4.656737649	4.656737649	NUM
iogr-1267	179	33	269.1893	269.1893	NUM
iogr-1267	179	34	0.003977	0.003977	NUM
iogr-1267	179	35	1.14	1.14	NUM
iogr-1267	179	36	271.1	271.1	NUM
iogr-1267	179	37	263.1862017	263.1862017	NUM
iogr-1267	179	38	2.919143606	2.919143606	NUM
iogr-1267	179	39	270.9729	270.9729	NUM
iogr-1267	179	40	0.046876	0.046876	NUM
iogr-1267	179	41	1.44	1.44	NUM
iogr-1267	179	42	273.5	273.5	NUM
iogr-1267	179	43	268.420014	268.420014	NUM
iogr-1267	179	44	1.857398887	1.857398887	NUM
iogr-1267	179	45	272.8247	272.8247	NUM
iogr-1267	179	46	0.246908	0.246908	NUM
iogr-1267	179	47	1.88	1.88	NUM
iogr-1267	179	48	275.4	275.4	NUM
iogr-1267	179	49	273.7304152	273.7304152	NUM
iogr-1267	179	50	0.606239951	0.606239951	NUM
iogr-1267	179	51	275.1539	275.1539	NUM
iogr-1267	179	52	0.089354	0.089354	NUM
iogr-1267	179	53	2.48	2.48	NUM
iogr-1267	179	54	277.4	277.4	NUM
iogr-1267	179	55	278.6079655	278.6079655	NUM
iogr-1267	179	56	-0.435459812	-0.435459812	NOUN
iogr-1267	179	57	277.6289	277.6289	NUM
iogr-1267	179	58	-0.08251	-0.08251	NOUN
iogr-1267	179	59	3.34	3.34	NUM
iogr-1267	179	60	279.7	279.7	NUM
iogr-1267	179	61	283.2550483	283.2550483	NUM
iogr-1267	179	62	-1.271021911	-1.271021911	NOUN
iogr-1267	179	63	279.8993	279.8993	NUM
iogr-1267	179	64	-0.07125	-0.07125	NOUN
iogr-1267	179	65	conclusions	conclusion	NOUN
iogr-1267	179	66	this	this	DET
iogr-1267	179	67	study	study	NOUN
iogr-1267	179	68	introduces	introduce	VERB
iogr-1267	179	69	a	a	DET
iogr-1267	179	70	novel	novel	ADJ
iogr-1267	179	71	method	method	NOUN
iogr-1267	179	72	for	for	ADP
iogr-1267	179	73	predicting	predict	VERB
iogr-1267	179	74	and	and	CCONJ
iogr-1267	179	75	estimating	estimate	VERB
iogr-1267	179	76	hft	hft	NOUN
iogr-1267	179	77	values	value	NOUN
iogr-1267	179	78	.	.	PUNCT
iogr-1267	180	1	the	the	DET
iogr-1267	180	2	newly	newly	ADV
iogr-1267	180	3	developed	develop	VERB
iogr-1267	180	4	ann	ann	PROPN
iogr-1267	180	5	hft	hft	PROPN
iogr-1267	180	6	prediction	prediction	NOUN
iogr-1267	180	7	model	model	NOUN
iogr-1267	180	8	demonstrates	demonstrate	VERB
iogr-1267	180	9	its	its	PRON
iogr-1267	180	10	robustness	robustness	NOUN
iogr-1267	180	11	when	when	SCONJ
iogr-1267	180	12	compared	compare	VERB
iogr-1267	180	13	to	to	ADP
iogr-1267	180	14	other	other	ADJ
iogr-1267	180	15	previously	previously	ADV
iogr-1267	180	16	published	publish	VERB
iogr-1267	180	17	hft	hft	NOUN
iogr-1267	180	18	models	model	NOUN
iogr-1267	180	19	.	.	PUNCT
iogr-1267	181	1	the	the	DET
iogr-1267	181	2	methodology	methodology	NOUN
iogr-1267	181	3	was	be	AUX
iogr-1267	181	4	applied	apply	VERB
iogr-1267	181	5	to	to	ADP
iogr-1267	181	6	two	two	NUM
iogr-1267	181	7	distinct	distinct	ADJ
iogr-1267	181	8	types	type	NOUN
iogr-1267	181	9	of	of	ADP
iogr-1267	181	10	brines	brine	NOUN
iogr-1267	181	11	,	,	PUNCT
iogr-1267	181	12	monovalent	monovalent	NOUN
iogr-1267	181	13	and	and	CCONJ
iogr-1267	181	14	divalent	divalent	NOUN
iogr-1267	181	15	,	,	PUNCT
iogr-1267	181	16	to	to	PART
iogr-1267	181	17	enhance	enhance	VERB
iogr-1267	181	18	accuracy	accuracy	NOUN
iogr-1267	181	19	.	.	PUNCT
iogr-1267	182	1	the	the	DET
iogr-1267	182	2	optimization	optimization	NOUN
iogr-1267	182	3	strategies	strategy	NOUN
iogr-1267	182	4	employed	employ	VERB
iogr-1267	182	5	in	in	ADP
iogr-1267	182	6	each	each	DET
iogr-1267	182	7	model	model	NOUN
iogr-1267	182	8	proved	prove	VERB
iogr-1267	182	9	successful	successful	ADJ
iogr-1267	182	10	in	in	ADP
iogr-1267	182	11	achieving	achieve	VERB
iogr-1267	182	12	high	high	ADJ
iogr-1267	182	13	accuracy	accuracy	NOUN
iogr-1267	182	14	levels	level	NOUN
iogr-1267	182	15	,	,	PUNCT
iogr-1267	182	16	with	with	ADP
iogr-1267	182	17	an	an	DET
iogr-1267	182	18	r	r	NOUN
iogr-1267	182	19	value	value	NOUN
iogr-1267	182	20	of	of	ADP
iogr-1267	182	21	0.95	0.95	NUM
iogr-1267	182	22	for	for	ADP
iogr-1267	182	23	the	the	DET
iogr-1267	182	24	monovalent	monovalent	NOUN
iogr-1267	182	25	brine	brine	NOUN
iogr-1267	182	26	model	model	NOUN
iogr-1267	182	27	and	and	CCONJ
iogr-1267	182	28	0.96	0.96	NUM
iogr-1267	182	29	for	for	ADP
iogr-1267	182	30	the	the	DET
iogr-1267	182	31	divalent	divalent	ADJ
iogr-1267	182	32	brine	brine	NOUN
iogr-1267	182	33	model	model	NOUN
iogr-1267	182	34	in	in	ADP
iogr-1267	182	35	the	the	DET
iogr-1267	182	36	testing	testing	NOUN
iogr-1267	182	37	dataset	dataset	NOUN
iogr-1267	182	38	.	.	PUNCT
iogr-1267	183	1	an	an	DET
iogr-1267	183	2	additional	additional	ADJ
iogr-1267	183	3	noteworthy	noteworthy	ADJ
iogr-1267	183	4	aspect	aspect	NOUN
iogr-1267	183	5	of	of	ADP
iogr-1267	183	6	this	this	DET
iogr-1267	183	7	study	study	NOUN
iogr-1267	183	8	is	be	AUX
iogr-1267	183	9	its	its	PRON
iogr-1267	183	10	potential	potential	ADJ
iogr-1267	183	11	time	time	NOUN
iogr-1267	183	12	-	-	PUNCT
iogr-1267	183	13	saving	save	VERB
iogr-1267	183	14	benefits	benefit	NOUN
iogr-1267	183	15	in	in	ADP
iogr-1267	183	16	hft	hft	PROPN
iogr-1267	183	17	estimation	estimation	NOUN
iogr-1267	183	18	,	,	PUNCT
iogr-1267	183	19	making	make	VERB
iogr-1267	183	20	it	it	PRON
iogr-1267	183	21	particularly	particularly	ADV
iogr-1267	183	22	valuable	valuable	ADJ
iogr-1267	183	23	for	for	ADP
iogr-1267	183	24	real	real	ADJ
iogr-1267	183	25	completion	completion	NOUN
iogr-1267	183	26	operations	operation	NOUN
iogr-1267	183	27	,	,	PUNCT
iogr-1267	183	28	especially	especially	ADV
iogr-1267	183	29	in	in	ADP
iogr-1267	183	30	high	high	ADJ
iogr-1267	183	31	-	-	PUNCT
iogr-1267	183	32	pressure	pressure	NOUN
iogr-1267	183	33	,	,	PUNCT
iogr-1267	183	34	low	low	ADJ
iogr-1267	183	35	-	-	PUNCT
iogr-1267	183	36	temperature	temperature	NOUN
iogr-1267	183	37	(	(	PUNCT
iogr-1267	183	38	hplt	hplt	NOUN
iogr-1267	183	39	)	)	PUNCT
iogr-1267	183	40	environments	environment	NOUN
iogr-1267	183	41	.	.	PUNCT
iogr-1267	184	1	nomenclature	nomenclature	NOUN
iogr-1267	184	2	𝛾	𝛾	NOUN
iogr-1267	184	3	=	=	SYM
iogr-1267	184	4	gas	gas	NOUN
iogr-1267	184	5	specific	specific	ADJ
iogr-1267	184	6	gravity	gravity	NOUN
iogr-1267	184	7	;	;	PUNCT
iogr-1267	184	8	ki	ki	PROPN
iogr-1267	184	9	=	=	PUNCT
iogr-1267	184	10	equilibrium	equilibrium	NOUN
iogr-1267	184	11	constant	constant	ADJ
iogr-1267	184	12	for	for	ADP
iogr-1267	184	13	component	component	NOUN
iogr-1267	184	14	i	i	NOUN
iogr-1267	184	15	;	;	PUNCT
iogr-1267	184	16	yi	yi	NOUN
iogr-1267	184	17	=	=	NOUN
iogr-1267	184	18	mole	mole	NOUN
iogr-1267	184	19	fraction	fraction	NOUN
iogr-1267	184	20	of	of	ADP
iogr-1267	184	21	each	each	DET
iogr-1267	184	22	component	component	NOUN
iogr-1267	184	23	in	in	ADP
iogr-1267	184	24	the	the	DET
iogr-1267	184	25	gas	gas	NOUN
iogr-1267	184	26	on	on	ADP
iogr-1267	184	27	a	a	DET
iogr-1267	184	28	water	water	NOUN
iogr-1267	184	29	free	free	ADJ
iogr-1267	184	30	basis	basis	NOUN
iogr-1267	184	31	;	;	PUNCT
iogr-1267	184	32	m	m	VERB
iogr-1267	184	33	=	=	VERB
iogr-1267	184	34	molecular	molecular	ADJ
iogr-1267	184	35	weight	weight	NOUN
iogr-1267	184	36	;	;	PUNCT
iogr-1267	184	37	0	0	NUM
iogr-1267	184	38	1	1	NUM
iogr-1267	184	39	2	2	NUM
iogr-1267	184	40	3	3	NUM
iogr-1267	184	41	4	4	NUM
iogr-1267	184	42	245	245	NUM
iogr-1267	184	43	250	250	NUM
iogr-1267	184	44	255	255	NUM
iogr-1267	184	45	260	260	NUM
iogr-1267	184	46	265	265	NUM
iogr-1267	184	47	270	270	NUM
iogr-1267	184	48	275	275	NUM
iogr-1267	184	49	280	280	NUM
iogr-1267	184	50	285	285	NUM
iogr-1267	184	51	290	290	NUM
iogr-1267	184	52	p	p	NOUN
iogr-1267	184	53	re	re	ADP
iogr-1267	184	54	ss	ss	NOUN
iogr-1267	184	55	u	u	NOUN
iogr-1267	184	56	re	re	ADP
iogr-1267	184	57	,	,	PUNCT
iogr-1267	184	58	m	m	VERB
iogr-1267	184	59	p	p	NOUN
iogr-1267	184	60	a	a	DET
iogr-1267	184	61	temperature	temperature	NOUN
iogr-1267	184	62	,	,	PUNCT
iogr-1267	184	63	k	k	PROPN
iogr-1267	184	64	real	real	ADJ
iogr-1267	184	65	data	datum	NOUN
iogr-1267	184	66	ameripour	ameripour	PROPN
iogr-1267	184	67	correlaton	correlaton	PROPN
iogr-1267	184	68	ann	ann	PROPN
iogr-1267	184	69	model	model	PROPN
iogr-1267	184	70	14	14	NUM
iogr-1267	184	71	mse	mse	NOUN
iogr-1267	184	72	=	=	SYM
iogr-1267	184	73	mean	mean	ADJ
iogr-1267	184	74	square	square	NOUN
iogr-1267	184	75	error	error	NOUN
iogr-1267	184	76	.	.	PUNCT
iogr-1267	185	1	acknowledgments	acknowledgment	NOUN
iogr-1267	185	2	i	i	PRON
iogr-1267	185	3	would	would	AUX
iogr-1267	185	4	like	like	VERB
iogr-1267	185	5	to	to	PART
iogr-1267	185	6	express	express	VERB
iogr-1267	185	7	my	my	PRON
iogr-1267	185	8	sincere	sincere	ADJ
iogr-1267	185	9	pray	pray	NOUN
iogr-1267	185	10	to	to	ADP
iogr-1267	185	11	my	my	PRON
iogr-1267	185	12	mentor	mentor	NOUN
iogr-1267	185	13	prof	prof	NOUN
iogr-1267	185	14	.	.	PUNCT
iogr-1267	186	1	ahmed	ahmed	PROPN
iogr-1267	186	2	gawish	gawish	PROPN
iogr-1267	186	3	who	who	PRON
iogr-1267	186	4	has	have	AUX
iogr-1267	186	5	passed	pass	VERB
iogr-1267	186	6	away	away	ADV
iogr-1267	186	7	.	.	PUNCT
iogr-1267	187	1	conflicting	conflict	VERB
iogr-1267	187	2	interests	interest	NOUN
iogr-1267	187	3	the	the	DET
iogr-1267	187	4	author(s	author(s	NOUN
iogr-1267	187	5	)	)	PUNCT
iogr-1267	187	6	declare	declare	VERB
iogr-1267	187	7	that	that	SCONJ
iogr-1267	187	8	they	they	PRON
iogr-1267	187	9	have	have	VERB
iogr-1267	187	10	no	no	DET
iogr-1267	187	11	conflicting	conflict	VERB
iogr-1267	187	12	interests	interest	NOUN
iogr-1267	187	13	.	.	PUNCT
iogr-1267	188	1	references	reference	NOUN
iogr-1267	188	2	ameripour	ameripour	PROPN
iogr-1267	188	3	,	,	PUNCT
iogr-1267	188	4	s.	s.	PROPN
iogr-1267	188	5	2006	2006	NUM
iogr-1267	188	6	.	.	PUNCT
iogr-1267	189	1	prediction	prediction	NOUN
iogr-1267	189	2	of	of	ADP
iogr-1267	189	3	gas	gas	NOUN
iogr-1267	189	4	-	-	PUNCT
iogr-1267	189	5	hydrate	hydrate	NOUN
iogr-1267	189	6	formation	formation	NOUN
iogr-1267	189	7	conditions	condition	NOUN
iogr-1267	189	8	in	in	ADP
iogr-1267	189	9	production	production	NOUN
iogr-1267	189	10	and	and	CCONJ
iogr-1267	189	11	surface	surface	NOUN
iogr-1267	189	12	facilities	facility	NOUN
iogr-1267	189	13	.	.	PUNCT
iogr-1267	190	1	ms	ms	PROPN
iogr-1267	190	2	thesis	thesis	PROPN
iogr-1267	190	3	,	,	PUNCT
iogr-1267	190	4	texas	texas	PROPN
iogr-1267	190	5	a	a	PROPN
iogr-1267	190	6	&	&	CCONJ
iogr-1267	190	7	m	m	PROPN
iogr-1267	190	8	university	university	NOUN
iogr-1267	190	9	,	,	PUNCT
iogr-1267	190	10	college	college	NOUN
iogr-1267	190	11	station	station	NOUN
iogr-1267	190	12	,	,	PUNCT
iogr-1267	190	13	texas	texas	PROPN
iogr-1267	190	14	,	,	PUNCT
iogr-1267	190	15	usa	usa	PROPN
iogr-1267	190	16	.	.	PROPN
iogr-1267	190	17	bellarby	bellarby	PROPN
iogr-1267	190	18	,	,	PUNCT
iogr-1267	190	19	j.	j.	PROPN
iogr-1267	190	20	2009	2009	NUM
iogr-1267	190	21	.	.	PUNCT
iogr-1267	191	1	well	well	ADJ
iogr-1267	191	2	completion	completion	NOUN
iogr-1267	191	3	design	design	NOUN
iogr-1267	191	4	.	.	PUNCT
iogr-1267	192	1	berkeley	berkeley	PROPN
iogr-1267	192	2	,	,	PUNCT
iogr-1267	192	3	ca	ca	PROPN
iogr-1267	192	4	,	,	PUNCT
iogr-1267	192	5	usa	usa	PROPN
iogr-1267	192	6	:	:	PUNCT
iogr-1267	192	7	elsevier	elsevier	NOUN
iogr-1267	192	8	.	.	PUNCT
iogr-1267	193	1	berge	berge	PROPN
iogr-1267	193	2	,	,	PUNCT
iogr-1267	193	3	b.	b.	PROPN
iogr-1267	193	4	k.	k.	PROPN
iogr-1267	193	5	1986	1986	NUM
iogr-1267	193	6	.	.	PUNCT
iogr-1267	194	1	hydrate	hydrate	ADJ
iogr-1267	194	2	predictions	prediction	NOUN
iogr-1267	194	3	on	on	ADP
iogr-1267	194	4	a	a	DET
iogr-1267	194	5	microcomputer	microcomputer	NOUN
iogr-1267	194	6	.	.	PUNCT
iogr-1267	195	1	paper	paper	NOUN
iogr-1267	195	2	presented	present	VERB
iogr-1267	195	3	at	at	ADP
iogr-1267	195	4	the	the	DET
iogr-1267	195	5	petroleum	petroleum	NOUN
iogr-1267	195	6	industry	industry	NOUN
iogr-1267	195	7	application	application	NOUN
iogr-1267	195	8	of	of	ADP
iogr-1267	195	9	microcomputers	microcomputer	NOUN
iogr-1267	195	10	,	,	PUNCT
iogr-1267	195	11	silvercreek	silvercreek	NOUN
iogr-1267	195	12	,	,	PUNCT
iogr-1267	195	13	colorado	colorado	PROPN
iogr-1267	195	14	,	,	PUNCT
iogr-1267	195	15	17	17	NUM
iogr-1267	195	16	-	-	SYM
iogr-1267	195	17	19	19	NUM
iogr-1267	195	18	june	june	PROPN
iogr-1267	195	19	.	.	PUNCT
iogr-1267	196	1	spe-15306	spe-15306	NOUN
iogr-1267	196	2	-	-	PUNCT
iogr-1267	196	3	ms	ms	PROPN
iogr-1267	196	4	.	.	PROPN
iogr-1267	196	5	bishnoi	bishnoi	PROPN
iogr-1267	196	6	,	,	PUNCT
iogr-1267	196	7	p.	p.	PROPN
iogr-1267	196	8	r.	r.	PROPN
iogr-1267	196	9	and	and	CCONJ
iogr-1267	196	10	dholabhai	dholabhai	PROPN
iogr-1267	196	11	,	,	PUNCT
iogr-1267	196	12	p.	p.	PROPN
iogr-1267	196	13	d.	d.	PROPN
iogr-1267	196	14	1993	1993	NUM
iogr-1267	196	15	.	.	PUNCT
iogr-1267	197	1	experimental	experimental	ADJ
iogr-1267	197	2	study	study	NOUN
iogr-1267	197	3	on	on	ADP
iogr-1267	197	4	propane	propane	NOUN
iogr-1267	197	5	hydrate	hydrate	NOUN
iogr-1267	197	6	equilibrium	equilibrium	NOUN
iogr-1267	197	7	conditions	condition	NOUN
iogr-1267	197	8	in	in	ADP
iogr-1267	197	9	aqueous	aqueous	ADJ
iogr-1267	197	10	electrolyte	electrolyte	NOUN
iogr-1267	197	11	solutions	solution	NOUN
iogr-1267	197	12	.	.	PUNCT
iogr-1267	198	1	fluid	fluid	ADJ
iogr-1267	198	2	phase	phase	NOUN
iogr-1267	198	3	equilibria	equilibrium	NOUN
iogr-1267	198	4	83	83	NUM
iogr-1267	198	5	:	:	PUNCT
iogr-1267	198	6	455	455	NUM
iogr-1267	198	7	-	-	SYM
iogr-1267	198	8	462	462	NUM
iogr-1267	198	9	.	.	PUNCT
iogr-1267	199	1	crumpton	crumpton	PROPN
iogr-1267	199	2	,	,	PUNCT
iogr-1267	199	3	h.	h.	PROPN
iogr-1267	199	4	2018	2018	NUM
iogr-1267	199	5	.	.	PUNCT
iogr-1267	200	1	well	well	INTJ
iogr-1267	200	2	control	control	NOUN
iogr-1267	200	3	for	for	ADP
iogr-1267	200	4	completions	completion	NOUN
iogr-1267	200	5	and	and	CCONJ
iogr-1267	200	6	interventions	intervention	NOUN
iogr-1267	200	7	.	.	PUNCT
iogr-1267	201	1	houston	houston	PROPN
iogr-1267	201	2	,	,	PUNCT
iogr-1267	201	3	texas	texas	PROPN
iogr-1267	201	4	,	,	PUNCT
iogr-1267	201	5	usa	usa	PROPN
iogr-1267	201	6	:	:	PUNCT
iogr-1267	201	7	gulf	gulf	PROPN
iogr-1267	201	8	professional	professional	ADJ
iogr-1267	201	9	publishing	publishing	NOUN
iogr-1267	201	10	.	.	PUNCT
iogr-1267	202	1	elgibaly	elgibaly	PROPN
iogr-1267	202	2	,	,	PUNCT
iogr-1267	202	3	a.	a.	NOUN
iogr-1267	202	4	a.	a.	NOUN
iogr-1267	202	5	and	and	CCONJ
iogr-1267	202	6	elkamel	elkamel	ADJ
iogr-1267	202	7	,	,	PUNCT
iogr-1267	202	8	a.	a.	NOUN
iogr-1267	202	9	m.	m.	NOUN
iogr-1267	202	10	1998	1998	NUM
iogr-1267	202	11	.	.	PUNCT
iogr-1267	203	1	a	a	DET
iogr-1267	203	2	new	new	ADJ
iogr-1267	203	3	correlation	correlation	NOUN
iogr-1267	203	4	for	for	ADP
iogr-1267	203	5	predicting	predict	VERB
iogr-1267	203	6	hydrate	hydrate	ADJ
iogr-1267	203	7	formation	formation	NOUN
iogr-1267	203	8	conditions	condition	NOUN
iogr-1267	203	9	for	for	ADP
iogr-1267	203	10	various	various	ADJ
iogr-1267	203	11	gas	gas	NOUN
iogr-1267	203	12	mixtures	mixture	NOUN
iogr-1267	203	13	and	and	CCONJ
iogr-1267	203	14	inhibitors	inhibitor	NOUN
iogr-1267	203	15	.	.	PUNCT
iogr-1267	204	1	fluid	fluid	ADJ
iogr-1267	204	2	phase	phase	NOUN
iogr-1267	204	3	equilibria	equilibrium	NOUN
iogr-1267	204	4	152(1	152(1	NUM
iogr-1267	204	5	):	):	PUNCT
iogr-1267	204	6	23	23	NUM
iogr-1267	204	7	-	-	SYM
iogr-1267	204	8	42	42	NUM
iogr-1267	204	9	.	.	PUNCT
iogr-1267	205	1	el	el	NOUN
iogr-1267	205	2	-	-	NOUN
iogr-1267	205	3	hoshoudy	hoshoudy	PROPN
iogr-1267	205	4	,	,	PUNCT
iogr-1267	205	5	a.	a.	NOUN
iogr-1267	205	6	n.	n.	PROPN
iogr-1267	205	7	,	,	PUNCT
iogr-1267	205	8	ahmed	ahmed	PROPN
iogr-1267	205	9	,	,	PUNCT
iogr-1267	205	10	a.	a.	NOUN
iogr-1267	205	11	,	,	PUNCT
iogr-1267	205	12	gomaa	gomaa	ADV
iogr-1267	205	13	,	,	PUNCT
iogr-1267	205	14	s.	s.	PROPN
iogr-1267	205	15	,	,	PUNCT
iogr-1267	205	16	et	et	PROPN
iogr-1267	205	17	al	al	PROPN
iogr-1267	205	18	.	.	PROPN
iogr-1267	205	19	2022	2022	NUM
iogr-1267	205	20	.	.	PUNCT
iogr-1267	206	1	an	an	DET
iogr-1267	206	2	artificial	artificial	ADJ
iogr-1267	206	3	neural	neural	ADJ
iogr-1267	206	4	network	network	NOUN
iogr-1267	206	5	model	model	NOUN
iogr-1267	206	6	for	for	ADP
iogr-1267	206	7	predicting	predict	VERB
iogr-1267	206	8	the	the	DET
iogr-1267	206	9	hydrate	hydrate	ADJ
iogr-1267	206	10	formation	formation	NOUN
iogr-1267	206	11	temperature	temperature	NOUN
iogr-1267	206	12	.	.	PUNCT
iogr-1267	207	1	arabian	arabian	ADJ
iogr-1267	207	2	journal	journal	PROPN
iogr-1267	207	3	for	for	ADP
iogr-1267	207	4	science	science	NOUN
iogr-1267	207	5	and	and	CCONJ
iogr-1267	207	6	engineering	engineering	NOUN
iogr-1267	207	7	22	22	NUM
iogr-1267	207	8	:	:	SYM
iogr-1267	207	9	1	1	NUM
iogr-1267	207	10	-	-	SYM
iogr-1267	207	11	10	10	NUM
iogr-1267	207	12	.	.	PUNCT
iogr-1267	208	1	fayazi	fayazi	PROPN
iogr-1267	208	2	,	,	PUNCT
iogr-1267	208	3	a.	a.	NOUN
iogr-1267	208	4	,	,	PUNCT
iogr-1267	208	5	arabloo	arabloo	NOUN
iogr-1267	208	6	,	,	PUNCT
iogr-1267	208	7	m.	m.	NOUN
iogr-1267	208	8	,	,	PUNCT
iogr-1267	208	9	shokrollahi	shokrollahi	PROPN
iogr-1267	208	10	,	,	PUNCT
iogr-1267	208	11	a.	a.	PROPN
iogr-1267	208	12	,	,	PUNCT
iogr-1267	208	13	et	et	PROPN
iogr-1267	208	14	al	al	PROPN
iogr-1267	208	15	.	.	PROPN
iogr-1267	208	16	2014	2014	NUM
iogr-1267	208	17	.	.	PUNCT
iogr-1267	209	1	state	state	NOUN
iogr-1267	209	2	-	-	PUNCT
iogr-1267	209	3	of	of	ADP
iogr-1267	209	4	-	-	PUNCT
iogr-1267	209	5	the	the	DET
iogr-1267	209	6	-	-	PUNCT
iogr-1267	209	7	art	art	NOUN
iogr-1267	209	8	least	least	ADJ
iogr-1267	209	9	square	square	ADJ
iogr-1267	209	10	support	support	NOUN
iogr-1267	209	11	vector	vector	NOUN
iogr-1267	209	12	machine	machine	NOUN
iogr-1267	209	13	application	application	NOUN
iogr-1267	209	14	for	for	ADP
iogr-1267	209	15	accurate	accurate	ADJ
iogr-1267	209	16	determination	determination	NOUN
iogr-1267	209	17	of	of	ADP
iogr-1267	209	18	natural	natural	ADJ
iogr-1267	209	19	gas	gas	NOUN
iogr-1267	209	20	viscosity	viscosity	NOUN
iogr-1267	209	21	.	.	PUNCT
iogr-1267	210	1	ind	ind	NOUN
iogr-1267	210	2	.	.	PUNCT
iogr-1267	211	1	eng	eng	PROPN
iogr-1267	211	2	.	.	PROPN
iogr-1267	211	3	chem	chem	PROPN
iogr-1267	211	4	.	.	PUNCT
iogr-1267	212	1	res	re	NOUN
iogr-1267	212	2	.	.	PUNCT
iogr-1267	213	1	53(2	53(2	NUM
iogr-1267	213	2	):	):	PUNCT
iogr-1267	213	3	945–958	945–958	NUM
iogr-1267	213	4	ghiasi	ghiasi	NOUN
iogr-1267	213	5	,	,	PUNCT
iogr-1267	213	6	m.	m.	NOUN
iogr-1267	213	7	m.	m.	PROPN
iogr-1267	213	8	2012	2012	NUM
iogr-1267	213	9	.	.	PUNCT
iogr-1267	214	1	initial	initial	ADJ
iogr-1267	214	2	estimation	estimation	NOUN
iogr-1267	214	3	of	of	ADP
iogr-1267	214	4	hydrate	hydrate	ADJ
iogr-1267	214	5	formation	formation	NOUN
iogr-1267	214	6	temperature	temperature	NOUN
iogr-1267	214	7	of	of	ADP
iogr-1267	214	8	sweet	sweet	ADJ
iogr-1267	214	9	natural	natural	ADJ
iogr-1267	214	10	gases	gas	NOUN
iogr-1267	214	11	based	base	VERB
iogr-1267	214	12	on	on	ADP
iogr-1267	214	13	new	new	ADJ
iogr-1267	214	14	empirical	empirical	ADJ
iogr-1267	214	15	correlation	correlation	NOUN
iogr-1267	214	16	.	.	PUNCT
iogr-1267	215	1	journal	journal	NOUN
iogr-1267	215	2	of	of	ADP
iogr-1267	215	3	natural	natural	ADJ
iogr-1267	215	4	gas	gas	NOUN
iogr-1267	215	5	chemistry	chemistry	NOUN
iogr-1267	215	6	21(5	21(5	NUM
iogr-1267	215	7	):	):	PUNCT
iogr-1267	215	8	508	508	NUM
iogr-1267	215	9	-	-	SYM
iogr-1267	215	10	512	512	NUM
iogr-1267	215	11	hammerschmidt	hammerschmidt	NOUN
iogr-1267	215	12	,	,	PUNCT
iogr-1267	215	13	e.	e.	PROPN
iogr-1267	215	14	g.	g.	PROPN
iogr-1267	215	15	1936	1936	NUM
iogr-1267	215	16	.	.	PUNCT
iogr-1267	216	1	gas	gas	NOUN
iogr-1267	216	2	hydrates	hydrate	NOUN
iogr-1267	216	3	.	.	PUNCT
iogr-1267	217	1	am	be	AUX
iogr-1267	217	2	.	.	PUNCT
iogr-1267	218	1	gas	gas	NOUN
iogr-1267	218	2	assoc	assoc	NOUN
iogr-1267	218	3	.	.	PUNCT
iogr-1267	219	1	7	7	NUM
iogr-1267	219	2	:	:	PUNCT
iogr-1267	219	3	273	273	NUM
iogr-1267	219	4	-	-	SYM
iogr-1267	219	5	276	276	NUM
iogr-1267	219	6	.	.	PUNCT
iogr-1267	220	1	heydari	heydari	PROPN
iogr-1267	220	2	,	,	PUNCT
iogr-1267	220	3	a.	a.	PROPN
iogr-1267	220	4	,	,	PUNCT
iogr-1267	220	5	shayesteh	shayesteh	NOUN
iogr-1267	220	6	,	,	PUNCT
iogr-1267	220	7	k.	k.	PROPN
iogr-1267	220	8	,	,	PUNCT
iogr-1267	220	9	and	and	CCONJ
iogr-1267	220	10	kamalzadeh	kamalzadeh	PROPN
iogr-1267	220	11	,	,	PUNCT
iogr-1267	220	12	l.	l.	PROPN
iogr-1267	220	13	2006	2006	NUM
iogr-1267	220	14	.	.	PUNCT
iogr-1267	221	1	prediction	prediction	NOUN
iogr-1267	221	2	of	of	ADP
iogr-1267	221	3	hydrate	hydrate	ADJ
iogr-1267	221	4	formation	formation	NOUN
iogr-1267	221	5	temperature	temperature	NOUN
iogr-1267	221	6	for	for	ADP
iogr-1267	221	7	natural	natural	ADJ
iogr-1267	221	8	gas	gas	NOUN
iogr-1267	221	9	using	use	VERB
iogr-1267	221	10	artificial	artificial	ADJ
iogr-1267	221	11	neural	neural	ADJ
iogr-1267	221	12	network	network	NOUN
iogr-1267	221	13	.	.	PUNCT
iogr-1267	222	1	oil	oil	NOUN
iogr-1267	222	2	and	and	CCONJ
iogr-1267	222	3	gas	gas	NOUN
iogr-1267	222	4	business	business	NOUN
iogr-1267	222	5	2	2	NUM
iogr-1267	222	6	:	:	SYM
iogr-1267	222	7	1	1	NUM
iogr-1267	222	8	-	-	SYM
iogr-1267	222	9	10	10	NUM
iogr-1267	222	10	.	.	PUNCT
iogr-1267	222	11	holder	holder	NOUN
iogr-1267	222	12	,	,	PUNCT
iogr-1267	222	13	g.	g.	PROPN
iogr-1267	222	14	d.	d.	PROPN
iogr-1267	222	15	,	,	PUNCT
iogr-1267	222	16	zetts	zetts	PROPN
iogr-1267	222	17	,	,	PUNCT
iogr-1267	222	18	s.	s.	PROPN
iogr-1267	222	19	p.	p.	PROPN
iogr-1267	222	20	,	,	PUNCT
iogr-1267	222	21	pradhan	pradhan	PROPN
iogr-1267	222	22	,	,	PUNCT
iogr-1267	222	23	n.	n.	NOUN
iogr-1267	222	24	1988	1988	NUM
iogr-1267	222	25	.	.	PUNCT
iogr-1267	223	1	phase	phase	NOUN
iogr-1267	223	2	behavior	behavior	NOUN
iogr-1267	223	3	in	in	ADP
iogr-1267	223	4	systems	system	NOUN
iogr-1267	223	5	containing	contain	VERB
iogr-1267	223	6	clathrate	clathrate	NOUN
iogr-1267	223	7	hydrates	hydrate	NOUN
iogr-1267	223	8	:	:	PUNCT
iogr-1267	223	9	a	a	DET
iogr-1267	223	10	review	review	NOUN
iogr-1267	223	11	.	.	PUNCT
iogr-1267	224	1	reviews	review	NOUN
iogr-1267	224	2	in	in	ADP
iogr-1267	224	3	chemical	chemical	ADJ
iogr-1267	224	4	engineering	engineering	NOUN
iogr-1267	224	5	5(1	5(1	NUM
iogr-1267	224	6	):	):	PUNCT
iogr-1267	224	7	1	1	NUM
iogr-1267	224	8	-	-	SYM
iogr-1267	224	9	70	70	NUM
iogr-1267	224	10	.	.	PUNCT
iogr-1267	225	1	javanmardi	javanmardi	PROPN
iogr-1267	225	2	,	,	PUNCT
iogr-1267	225	3	j.	j.	PROPN
iogr-1267	225	4	and	and	CCONJ
iogr-1267	225	5	moshfeghian	moshfeghian	PROPN
iogr-1267	225	6	,	,	PUNCT
iogr-1267	225	7	m.	m.	NOUN
iogr-1267	225	8	2000	2000	NUM
iogr-1267	225	9	.	.	PUNCT
iogr-1267	226	1	a	a	DET
iogr-1267	226	2	new	new	ADJ
iogr-1267	226	3	approach	approach	NOUN
iogr-1267	226	4	for	for	ADP
iogr-1267	226	5	prediction	prediction	NOUN
iogr-1267	226	6	of	of	ADP
iogr-1267	226	7	gas	gas	NOUN
iogr-1267	226	8	hydrate	hydrate	NOUN
iogr-1267	226	9	formation	formation	NOUN
iogr-1267	226	10	conditions	condition	NOUN
iogr-1267	226	11	in	in	ADP
iogr-1267	226	12	aqueous	aqueous	ADJ
iogr-1267	226	13	electrolyte	electrolyte	NOUN
iogr-1267	226	14	solutions	solution	NOUN
iogr-1267	226	15	.	.	PUNCT
iogr-1267	227	1	fluid	fluid	ADJ
iogr-1267	227	2	phase	phase	NOUN
iogr-1267	227	3	equilibria	equilibrium	NOUN
iogr-1267	227	4	168(2	168(2	NUM
iogr-1267	227	5	):	):	PUNCT
iogr-1267	227	6	135	135	NUM
iogr-1267	227	7	-	-	SYM
iogr-1267	227	8	148	148	NUM
iogr-1267	227	9	.	.	PUNCT
iogr-1267	228	1	katz	katz	PROPN
iogr-1267	228	2	,	,	PUNCT
iogr-1267	228	3	d.	d.	PROPN
iogr-1267	228	4	l.	l.	PROPN
iogr-1267	228	5	1945	1945	NUM
iogr-1267	228	6	.	.	PUNCT
iogr-1267	229	1	prediction	prediction	NOUN
iogr-1267	229	2	of	of	ADP
iogr-1267	229	3	conditions	condition	NOUN
iogr-1267	229	4	for	for	ADP
iogr-1267	229	5	hydrate	hydrate	ADJ
iogr-1267	229	6	formation	formation	NOUN
iogr-1267	229	7	in	in	ADP
iogr-1267	229	8	natural	natural	ADJ
iogr-1267	229	9	gases	gas	NOUN
iogr-1267	229	10	.	.	PUNCT
iogr-1267	230	1	transactions	transaction	NOUN
iogr-1267	230	2	of	of	ADP
iogr-1267	230	3	the	the	DET
iogr-1267	230	4	aime	aime	ADJ
iogr-1267	230	5	,	,	PUNCT
iogr-1267	230	6	160(1	160(1	NUM
iogr-1267	230	7	):	):	PUNCT
iogr-1267	230	8	140149	140149	NUM
iogr-1267	230	9	.	.	PUNCT
iogr-1267	231	1	khajeh	khajeh	PROPN
iogr-1267	231	2	,	,	PUNCT
iogr-1267	231	3	a.	a.	PROPN
iogr-1267	231	4	,	,	PUNCT
iogr-1267	231	5	modarress	modarress	NOUN
iogr-1267	231	6	,	,	PUNCT
iogr-1267	231	7	h.	h.	PROPN
iogr-1267	231	8	,	,	PUNCT
iogr-1267	231	9	and	and	CCONJ
iogr-1267	231	10	razaee	razaee	ADJ
iogr-1267	231	11	,	,	PUNCT
iogr-1267	231	12	b.	b.	PROPN
iogr-1267	231	13	2009	2009	NUM
iogr-1267	231	14	.	.	PUNCT
iogr-1267	232	1	application	application	NOUN
iogr-1267	232	2	of	of	ADP
iogr-1267	232	3	adaptive	adaptive	ADJ
iogr-1267	232	4	neuro	neuro	NOUN
iogr-1267	232	5	-	-	PUNCT
iogr-1267	232	6	fuzzy	fuzzy	ADJ
iogr-1267	232	7	inference	inference	NOUN
iogr-1267	232	8	system	system	NOUN
iogr-1267	232	9	for	for	ADP
iogr-1267	232	10	solubility	solubility	NOUN
iogr-1267	232	11	prediction	prediction	NOUN
iogr-1267	232	12	of	of	ADP
iogr-1267	232	13	carbon	carbon	NOUN
iogr-1267	232	14	dioxide	dioxide	NOUN
iogr-1267	232	15	in	in	ADP
iogr-1267	232	16	polymers	polymer	NOUN
iogr-1267	232	17	.	.	PUNCT
iogr-1267	233	1	expert	expert	NOUN
iogr-1267	233	2	systems	system	NOUN
iogr-1267	233	3	with	with	ADP
iogr-1267	233	4	applications	application	NOUN
iogr-1267	233	5	36(3	36(3	NUM
iogr-1267	233	6	):	):	PUNCT
iogr-1267	233	7	5728	5728	NUM
iogr-1267	233	8	-	-	SYM
iogr-1267	233	9	5732	5732	NUM
iogr-1267	233	10	kobayashi	kobayashi	PROPN
iogr-1267	233	11	,	,	PUNCT
iogr-1267	233	12	r.	r.	PROPN
iogr-1267	233	13	,	,	PUNCT
iogr-1267	233	14	song	song	NOUN
iogr-1267	233	15	,	,	PUNCT
iogr-1267	233	16	k.y	k.y	PROPN
iogr-1267	233	17	.	.	PROPN
iogr-1267	233	18	,	,	PUNCT
iogr-1267	233	19	and	and	CCONJ
iogr-1267	233	20	sloan	sloan	PROPN
iogr-1267	233	21	,	,	PUNCT
iogr-1267	233	22	e.d	e.d	PROPN
iogr-1267	233	23	.	.	PROPN
iogr-1267	233	24	1987	1987	NUM
iogr-1267	233	25	.	.	PUNCT
iogr-1267	234	1	phase	phase	NOUN
iogr-1267	234	2	behavior	behavior	NOUN
iogr-1267	234	3	of	of	ADP
iogr-1267	234	4	water	water	NOUN
iogr-1267	234	5	/	/	SYM
iogr-1267	234	6	hydrocarbon	hydrocarbon	NOUN
iogr-1267	234	7	systems	system	NOUN
iogr-1267	234	8	.	.	PUNCT
iogr-1267	235	1	pet	pet	PROPN
iogr-1267	235	2	.	.	PUNCT
iogr-1267	236	1	eng	eng	PROPN
iogr-1267	236	2	.	.	PROPN
iogr-1267	236	3	handb	handb	PROPN
iogr-1267	236	4	.	.	PUNCT
iogr-1267	237	1	25:1316	25:1316	X
iogr-1267	237	2	.	.	PUNCT
iogr-1267	237	3	maekawa	maekawa	PROPN
iogr-1267	237	4	,	,	PUNCT
iogr-1267	237	5	t.	t.	PROPN
iogr-1267	237	6	2001	2001	NUM
iogr-1267	237	7	.	.	PUNCT
iogr-1267	238	1	equilibrium	equilibrium	NOUN
iogr-1267	238	2	conditions	condition	NOUN
iogr-1267	238	3	for	for	ADP
iogr-1267	238	4	gas	gas	NOUN
iogr-1267	238	5	hydrates	hydrate	NOUN
iogr-1267	238	6	of	of	ADP
iogr-1267	238	7	methane	methane	NOUN
iogr-1267	238	8	and	and	CCONJ
iogr-1267	238	9	ethane	ethane	NOUN
iogr-1267	238	10	mixtures	mixture	NOUN
iogr-1267	238	11	in	in	ADP
iogr-1267	238	12	pure	pure	ADJ
iogr-1267	238	13	water	water	NOUN
iogr-1267	238	14	and	and	CCONJ
iogr-1267	238	15	sodium	sodium	NOUN
iogr-1267	238	16	chloride	chloride	NOUN
iogr-1267	238	17	solution	solution	NOUN
iogr-1267	238	18	.	.	PUNCT
iogr-1267	239	1	geochemical	geochemical	ADJ
iogr-1267	239	2	journal	journal	PROPN
iogr-1267	239	3	35(1	35(1	NUM
iogr-1267	239	4	):	):	PUNCT
iogr-1267	239	5	59	59	NUM
iogr-1267	239	6	-	-	SYM
iogr-1267	239	7	66	66	NUM
iogr-1267	239	8	.	.	PUNCT
iogr-1267	240	1	marinakis	marinakis	PROPN
iogr-1267	240	2	,	,	PUNCT
iogr-1267	240	3	d.	d.	PROPN
iogr-1267	240	4	and	and	CCONJ
iogr-1267	240	5	varotsis	varotsis	NOUN
iogr-1267	240	6	,	,	PUNCT
iogr-1267	240	7	n.	n.	NOUN
iogr-1267	240	8	2013	2013	NUM
iogr-1267	240	9	.	.	PUNCT
iogr-1267	241	1	solubility	solubility	NOUN
iogr-1267	241	2	measurements	measurement	NOUN
iogr-1267	241	3	of	of	ADP
iogr-1267	241	4	(	(	PUNCT
iogr-1267	241	5	methane+	methane+	X
iogr-1267	241	6	ethane+	ethane+	ADJ
iogr-1267	241	7	propane	propane	NOUN
iogr-1267	241	8	)	)	PUNCT
iogr-1267	241	9	mixtures	mixture	NOUN
iogr-1267	241	10	in	in	ADP
iogr-1267	241	11	the	the	DET
iogr-1267	241	12	aqueous	aqueous	ADJ
iogr-1267	241	13	phase	phase	NOUN
iogr-1267	241	14	with	with	ADP
iogr-1267	241	15	gas	gas	NOUN
iogr-1267	241	16	hydrates	hydrate	NOUN
iogr-1267	241	17	under	under	ADP
iogr-1267	241	18	vapour	vapour	PRON
iogr-1267	241	19	unsaturated	unsaturated	ADJ
iogr-1267	241	20	conditions	condition	NOUN
iogr-1267	241	21	.	.	PUNCT
iogr-1267	242	1	j.	j.	PROPN
iogr-1267	242	2	chem	chem	PROPN
iogr-1267	242	3	.	.	PUNCT
iogr-1267	243	1	thermodyn	thermodyn	NOUN
iogr-1267	243	2	.	.	PUNCT
iogr-1267	244	1	65:100–105	65:100–105	PROPN
iogr-1267	244	2	.	.	PUNCT
iogr-1267	244	3	motiee	motiee	PROPN
iogr-1267	244	4	,	,	PUNCT
iogr-1267	244	5	m.	m.	NOUN
iogr-1267	244	6	1991	1991	NUM
iogr-1267	244	7	.	.	PUNCT
iogr-1267	245	1	estimate	estimate	VERB
iogr-1267	245	2	possibility	possibility	NOUN
iogr-1267	245	3	of	of	ADP
iogr-1267	245	4	hydrates	hydrate	NOUN
iogr-1267	245	5	.	.	PUNCT
iogr-1267	246	1	hydrocarbon	hydrocarbon	NOUN
iogr-1267	246	2	processing	processing	NOUN
iogr-1267	246	3	70:98	70:98	NUM
iogr-1267	246	4	-	-	SYM
iogr-1267	246	5	99	99	NUM
iogr-1267	246	6	.	.	PUNCT
iogr-1267	247	1	nasrifar	nasrifar	ADV
iogr-1267	247	2	,	,	PUNCT
iogr-1267	247	3	k.	k.	PROPN
iogr-1267	247	4	and	and	CCONJ
iogr-1267	247	5	moshfeghian	moshfeghian	PROPN
iogr-1267	247	6	,	,	PUNCT
iogr-1267	247	7	m.	m.	NOUN
iogr-1267	247	8	2000	2000	NUM
iogr-1267	247	9	.	.	PUNCT
iogr-1267	248	1	computation	computation	NOUN
iogr-1267	248	2	of	of	ADP
iogr-1267	248	3	equilibrium	equilibrium	NOUN
iogr-1267	248	4	hydrate	hydrate	NOUN
iogr-1267	248	5	formation	formation	NOUN
iogr-1267	248	6	temperature	temperature	NOUN
iogr-1267	248	7	for	for	ADP
iogr-1267	248	8	co2	co2	NOUN
iogr-1267	248	9	and	and	CCONJ
iogr-1267	248	10	hydrocarbon	hydrocarbon	NOUN
iogr-1267	248	11	gases	gas	NOUN
iogr-1267	248	12	containing	contain	VERB
iogr-1267	248	13	co2	co2	NOUN
iogr-1267	248	14	in	in	ADP
iogr-1267	248	15	the	the	DET
iogr-1267	248	16	presence	presence	NOUN
iogr-1267	248	17	of	of	ADP
iogr-1267	248	18	an	an	DET
iogr-1267	248	19	alcohol	alcohol	NOUN
iogr-1267	248	20	,	,	PUNCT
iogr-1267	248	21	electrolytes	electrolyte	NOUN
iogr-1267	248	22	and	and	CCONJ
iogr-1267	248	23	their	their	PRON
iogr-1267	248	24	mixtures	mixture	NOUN
iogr-1267	248	25	.	.	PUNCT
iogr-1267	249	1	journal	journal	NOUN
iogr-1267	249	2	of	of	ADP
iogr-1267	249	3	petroleum	petroleum	NOUN
iogr-1267	249	4	science	science	NOUN
iogr-1267	249	5	and	and	CCONJ
iogr-1267	249	6	engineering	engineering	NOUN
iogr-1267	249	7	26(4	26(4	NUM
iogr-1267	249	8	):	):	PUNCT
iogr-1267	249	9	143	143	NUM
iogr-1267	249	10	-	-	SYM
iogr-1267	249	11	150	150	NUM
iogr-1267	249	12	.	.	PUNCT
iogr-1267	250	1	nasrifar	nasrifar	ADV
iogr-1267	250	2	,	,	PUNCT
iogr-1267	250	3	k.	k.	PROPN
iogr-1267	250	4	,	,	PUNCT
iogr-1267	250	5	moshfeghian	moshfeghian	NOUN
iogr-1267	250	6	,	,	PUNCT
iogr-1267	250	7	m.	m.	NOUN
iogr-1267	250	8	,	,	PUNCT
iogr-1267	250	9	and	and	CCONJ
iogr-1267	250	10	maddox	maddox	PROPN
iogr-1267	250	11	,	,	PUNCT
iogr-1267	250	12	r.	r.	PROPN
iogr-1267	250	13	n.	n.	PROPN
iogr-1267	250	14	1998	1998	NUM
iogr-1267	250	15	.	.	PUNCT
iogr-1267	251	1	prediction	prediction	NOUN
iogr-1267	251	2	of	of	ADP
iogr-1267	251	3	equilibrium	equilibrium	NOUN
iogr-1267	251	4	conditions	condition	NOUN
iogr-1267	251	5	for	for	ADP
iogr-1267	251	6	gas	gas	NOUN
iogr-1267	251	7	hydrate	hydrate	NOUN
iogr-1267	251	8	formation	formation	NOUN
iogr-1267	251	9	in	in	ADP
iogr-1267	251	10	the	the	DET
iogr-1267	251	11	mixtures	mixture	NOUN
iogr-1267	251	12	of	of	ADP
iogr-1267	251	13	both	both	DET
iogr-1267	251	14	electrolytes	electrolyte	NOUN
iogr-1267	251	15	and	and	CCONJ
iogr-1267	251	16	alcohol	alcohol	NOUN
iogr-1267	251	17	.	.	PUNCT
iogr-1267	251	18	fluid	fluid	ADJ
iogr-1267	251	19	phase	phase	NOUN
iogr-1267	251	20	equilibria	equilibrium	NOUN
iogr-1267	251	21	146(2	146(2	NUM
iogr-1267	251	22	):	):	PUNCT
iogr-1267	251	23	1	1	NUM
iogr-1267	251	24	-	-	SYM
iogr-1267	251	25	13	13	NUM
iogr-1267	251	26	.	.	PUNCT
iogr-1267	252	1	ng	ng	PROPN
iogr-1267	252	2	,	,	PUNCT
iogr-1267	252	3	h.	h.	PROPN
iogr-1267	252	4	j.	j.	PROPN
iogr-1267	252	5	and	and	CCONJ
iogr-1267	252	6	robinson	robinson	PROPN
iogr-1267	252	7	,	,	PUNCT
iogr-1267	252	8	d.	d.	PROPN
iogr-1267	252	9	b.	b.	PROPN
iogr-1267	252	10	1985	1985	NUM
iogr-1267	252	11	.	.	PUNCT
iogr-1267	253	1	hydrate	hydrate	ADJ
iogr-1267	253	2	formation	formation	NOUN
iogr-1267	253	3	in	in	ADP
iogr-1267	253	4	systems	system	NOUN
iogr-1267	253	5	containing	contain	VERB
iogr-1267	253	6	methane	methane	NOUN
iogr-1267	253	7	,	,	PUNCT
iogr-1267	253	8	ethane	ethane	NOUN
iogr-1267	253	9	,	,	PUNCT
iogr-1267	253	10	propane	propane	NOUN
iogr-1267	253	11	,	,	PUNCT
iogr-1267	253	12	carbon	carbon	NOUN
iogr-1267	253	13	dioxide	dioxide	NOUN
iogr-1267	253	14	or	or	CCONJ
iogr-1267	253	15	hydrogen	hydrogen	NOUN
iogr-1267	253	16	sulfide	sulfide	NOUN
iogr-1267	253	17	in	in	ADP
iogr-1267	253	18	the	the	DET
iogr-1267	253	19	presence	presence	NOUN
iogr-1267	253	20	of	of	ADP
iogr-1267	253	21	methanol	methanol	NOUN
iogr-1267	253	22	.	.	PUNCT
iogr-1267	254	1	fluid	fluid	ADJ
iogr-1267	254	2	phase	phase	NOUN
iogr-1267	254	3	equilibria	equilibrium	NOUN
iogr-1267	254	4	21(1	21(1	NUM
iogr-1267	254	5	-	-	SYM
iogr-1267	254	6	2	2	NUM
iogr-1267	254	7	):	):	PUNCT
iogr-1267	254	8	145	145	NUM
iogr-1267	254	9	-	-	SYM
iogr-1267	254	10	155	155	NUM
iogr-1267	254	11	.	.	PUNCT
iogr-1267	254	12	15	15	NUM
iogr-1267	254	13	olabisi	olabisi	ADJ
iogr-1267	254	14	,	,	PUNCT
iogr-1267	254	15	o.	o.	PROPN
iogr-1267	254	16	t.	t.	PROPN
iogr-1267	254	17	,	,	PUNCT
iogr-1267	254	18	atubokiki	atubokiki	PROPN
iogr-1267	254	19	,	,	PUNCT
iogr-1267	254	20	a.	a.	PROPN
iogr-1267	254	21	j.	j.	PROPN
iogr-1267	254	22	,	,	PUNCT
iogr-1267	254	23	and	and	CCONJ
iogr-1267	254	24	babawale	babawale	NOUN
iogr-1267	254	25	,	,	PUNCT
iogr-1267	254	26	o.	o.	NOUN
iogr-1267	254	27	2019	2019	NUM
iogr-1267	254	28	.	.	PUNCT
iogr-1267	255	1	artificial	artificial	ADJ
iogr-1267	255	2	neural	neural	ADJ
iogr-1267	255	3	network	network	NOUN
iogr-1267	255	4	for	for	ADP
iogr-1267	255	5	prediction	prediction	NOUN
iogr-1267	255	6	of	of	ADP
iogr-1267	255	7	hydrate	hydrate	ADJ
iogr-1267	255	8	formation	formation	NOUN
iogr-1267	255	9	temperature	temperature	NOUN
iogr-1267	255	10	.	.	PUNCT
iogr-1267	256	1	paper	paper	NOUN
iogr-1267	256	2	presented	present	VERB
iogr-1267	256	3	at	at	ADP
iogr-1267	256	4	the	the	DET
iogr-1267	256	5	spe	spe	PROPN
iogr-1267	256	6	nigeria	nigeria	PROPN
iogr-1267	256	7	annual	annual	ADJ
iogr-1267	256	8	international	international	ADJ
iogr-1267	256	9	conference	conference	NOUN
iogr-1267	256	10	and	and	CCONJ
iogr-1267	256	11	exhibition	exhibition	NOUN
iogr-1267	256	12	,	,	PUNCT
iogr-1267	256	13	lagos	lago	NOUN
iogr-1267	256	14	,	,	PUNCT
iogr-1267	256	15	nigeria	nigeria	PROPN
iogr-1267	256	16	,	,	PUNCT
iogr-1267	256	17	5	5	NUM
iogr-1267	256	18	-	-	SYM
iogr-1267	256	19	7	7	NUM
iogr-1267	256	20	august	august	PROPN
iogr-1267	256	21	.	.	PUNCT
iogr-1267	257	1	spe-198811	spe-198811	PROPN
iogr-1267	257	2	-	-	PUNCT
iogr-1267	257	3	ms	ms	PROPN
iogr-1267	257	4	.	.	PROPN
iogr-1267	257	5	rashid	rashid	PROPN
iogr-1267	257	6	,	,	PUNCT
iogr-1267	257	7	s.	s.	PROPN
iogr-1267	257	8	,	,	PUNCT
iogr-1267	257	9	fayazi	fayazi	PROPN
iogr-1267	257	10	,	,	PUNCT
iogr-1267	257	11	a.	a.	PROPN
iogr-1267	257	12	,	,	PUNCT
iogr-1267	257	13	harimi	harimi	PROPN
iogr-1267	257	14	,	,	PUNCT
iogr-1267	257	15	b.	b.	PROPN
iogr-1267	257	16	,	,	PUNCT
iogr-1267	257	17	et	et	PROPN
iogr-1267	257	18	al	al	PROPN
iogr-1267	257	19	.	.	PROPN
iogr-1267	257	20	2014	2014	NUM
iogr-1267	257	21	.	.	PUNCT
iogr-1267	258	1	evolving	evolve	VERB
iogr-1267	258	2	a	a	DET
iogr-1267	258	3	robust	robust	ADJ
iogr-1267	258	4	approach	approach	NOUN
iogr-1267	258	5	for	for	ADP
iogr-1267	258	6	accurate	accurate	ADJ
iogr-1267	258	7	prediction	prediction	NOUN
iogr-1267	258	8	of	of	ADP
iogr-1267	258	9	methane	methane	NOUN
iogr-1267	258	10	hydrate	hydrate	NOUN
iogr-1267	258	11	formation	formation	NOUN
iogr-1267	258	12	temperature	temperature	NOUN
iogr-1267	258	13	in	in	ADP
iogr-1267	258	14	the	the	DET
iogr-1267	258	15	presence	presence	NOUN
iogr-1267	258	16	of	of	ADP
iogr-1267	258	17	salt	salt	NOUN
iogr-1267	258	18	inhibitor	inhibitor	NOUN
iogr-1267	258	19	.	.	PUNCT
iogr-1267	259	1	journal	journal	NOUN
iogr-1267	259	2	of	of	ADP
iogr-1267	259	3	natural	natural	ADJ
iogr-1267	259	4	gas	gas	NOUN
iogr-1267	259	5	science	science	NOUN
iogr-1267	259	6	and	and	CCONJ
iogr-1267	259	7	engineering	engineering	NOUN
iogr-1267	259	8	18	18	NUM
iogr-1267	259	9	:	:	SYM
iogr-1267	259	10	194	194	NUM
iogr-1267	259	11	-	-	SYM
iogr-1267	259	12	204	204	NUM
iogr-1267	259	13	.	.	PUNCT
iogr-1267	260	1	sloan	sloan	PROPN
iogr-1267	260	2	,	,	PUNCT
iogr-1267	260	3	e.	e.	PROPN
iogr-1267	260	4	d.	d.	PROPN
iogr-1267	260	5	2010	2010	NUM
iogr-1267	260	6	.	.	PUNCT
iogr-1267	261	1	natural	natural	ADJ
iogr-1267	261	2	gas	gas	NOUN
iogr-1267	261	3	hydrates	hydrate	NOUN
iogr-1267	261	4	in	in	ADP
iogr-1267	261	5	flow	flow	NOUN
iogr-1267	261	6	assurance	assurance	NOUN
iogr-1267	261	7	.	.	PUNCT
iogr-1267	262	1	houston	houston	PROPN
iogr-1267	262	2	,	,	PUNCT
iogr-1267	262	3	texas	texas	PROPN
iogr-1267	262	4	,	,	PUNCT
iogr-1267	262	5	usa	usa	PROPN
iogr-1267	262	6	:	:	PUNCT
iogr-1267	262	7	gulf	gulf	PROPN
iogr-1267	262	8	professional	professional	ADJ
iogr-1267	262	9	publishing	publishing	NOUN
iogr-1267	262	10	.	.	PUNCT
iogr-1267	263	1	talaghat	talaghat	PRON
iogr-1267	263	2	m.r	m.r	PROPN
iogr-1267	263	3	.	.	PROPN
iogr-1267	263	4	2009	2009	NUM
iogr-1267	263	5	.	.	PUNCT
iogr-1267	264	1	experimental	experimental	ADJ
iogr-1267	264	2	and	and	CCONJ
iogr-1267	264	3	theoretical	theoretical	ADJ
iogr-1267	264	4	investigation	investigation	NOUN
iogr-1267	264	5	of	of	ADP
iogr-1267	264	6	simple	simple	ADJ
iogr-1267	264	7	gas	gas	NOUN
iogr-1267	264	8	hydrate	hydrate	NOUN
iogr-1267	264	9	formation	formation	NOUN
iogr-1267	264	10	with	with	ADP
iogr-1267	264	11	or	or	CCONJ
iogr-1267	264	12	without	without	ADP
iogr-1267	264	13	presence	presence	NOUN
iogr-1267	264	14	of	of	ADP
iogr-1267	264	15	kinetic	kinetic	ADJ
iogr-1267	264	16	inhibitors	inhibitor	NOUN
iogr-1267	264	17	in	in	ADP
iogr-1267	264	18	a	a	DET
iogr-1267	264	19	flow	flow	NOUN
iogr-1267	264	20	mini	mini	ADJ
iogr-1267	264	21	-	-	NOUN
iogr-1267	264	22	loop	loop	NOUN
iogr-1267	264	23	apparatus	apparatus	NOUN
iogr-1267	264	24	.	.	PUNCT
iogr-1267	265	1	fluid	fluid	ADJ
iogr-1267	265	2	phase	phase	NOUN
iogr-1267	265	3	equilibria	equilibrium	NOUN
iogr-1267	265	4	279(1	279(1	NUM
iogr-1267	265	5	):	):	PUNCT
iogr-1267	265	6	28	28	NUM
iogr-1267	265	7	-	-	SYM
iogr-1267	265	8	40	40	NUM
iogr-1267	265	9	.	.	PUNCT
iogr-1267	266	1	wilcox	wilcox	PROPN
iogr-1267	266	2	,	,	PUNCT
iogr-1267	266	3	w.	w.	PROPN
iogr-1267	266	4	i.	i.	PROPN
iogr-1267	266	5	,	,	PUNCT
iogr-1267	266	6	carson	carson	PROPN
iogr-1267	266	7	,	,	PUNCT
iogr-1267	266	8	d.b	d.b	PROPN
iogr-1267	266	9	,	,	PUNCT
iogr-1267	266	10	and	and	CCONJ
iogr-1267	266	11	katz	katz	PROPN
iogr-1267	266	12	,	,	PUNCT
iogr-1267	266	13	d.	d.	PROPN
iogr-1267	266	14	l.	l.	PROPN
iogr-1267	266	15	1941	1941	NUM
iogr-1267	266	16	.	.	PUNCT
iogr-1267	266	17	natural	natural	ADJ
iogr-1267	266	18	gas	gas	NOUN
iogr-1267	266	19	hydrate	hydrate	NOUN
iogr-1267	266	20	.	.	PUNCT
iogr-1267	267	1	industrial	industrial	ADJ
iogr-1267	267	2	and	and	CCONJ
iogr-1267	267	3	engineering	engineer	VERB
iogr-1267	267	4	chemistry	chemistry	NOUN
iogr-1267	267	5	33	33	NUM
iogr-1267	267	6	:	:	PUNCT
iogr-1267	267	7	662	662	NUM
iogr-1267	267	8	-	-	SYM
iogr-1267	267	9	669	669	NUM
iogr-1267	267	10	zahedi	zahedi	PROPN
iogr-1267	267	11	,	,	PUNCT
iogr-1267	267	12	g.	g.	PROPN
iogr-1267	267	13	,	,	PUNCT
iogr-1267	267	14	karami	karami	PROPN
iogr-1267	267	15	,	,	PUNCT
iogr-1267	267	16	z.	z.	PROPN
iogr-1267	267	17	,	,	PUNCT
iogr-1267	267	18	and	and	CCONJ
iogr-1267	267	19	yaghoobi	yaghoobi	NOUN
iogr-1267	267	20	,	,	PUNCT
iogr-1267	267	21	h.	h.	PROPN
iogr-1267	267	22	2009	2009	NUM
iogr-1267	267	23	.	.	PUNCT
iogr-1267	268	1	prediction	prediction	NOUN
iogr-1267	268	2	of	of	ADP
iogr-1267	268	3	hydrate	hydrate	ADJ
iogr-1267	268	4	formation	formation	NOUN
iogr-1267	268	5	temperature	temperature	NOUN
iogr-1267	268	6	by	by	ADP
iogr-1267	268	7	both	both	DET
iogr-1267	268	8	statistical	statistical	ADJ
iogr-1267	268	9	models	model	NOUN
iogr-1267	268	10	and	and	CCONJ
iogr-1267	268	11	artificial	artificial	ADJ
iogr-1267	268	12	neural	neural	ADJ
iogr-1267	268	13	network	network	NOUN
iogr-1267	268	14	approaches	approach	NOUN
iogr-1267	268	15	.	.	PUNCT
iogr-1267	269	1	energy	energy	NOUN
iogr-1267	269	2	conversion	conversion	NOUN
iogr-1267	269	3	and	and	CCONJ
iogr-1267	269	4	management	management	NOUN
iogr-1267	269	5	50(8	50(8	NUM
iogr-1267	269	6	):	):	PUNCT
iogr-1267	269	7	2052	2052	NUM
iogr-1267	269	8	-	-	SYM
iogr-1267	269	9	2059	2059	NUM
iogr-1267	269	10	.	.	PUNCT
iogr-1267	270	1	ahmed	ahmed	PROPN
iogr-1267	270	2	elswisy	elswisy	PROPN
iogr-1267	270	3	is	be	AUX
iogr-1267	270	4	a	a	DET
iogr-1267	270	5	petroleum	petroleum	NOUN
iogr-1267	270	6	engineer	engineer	NOUN
iogr-1267	270	7	at	at	ADP
iogr-1267	270	8	belayim	belayim	PROPN
iogr-1267	270	9	petroleum	petroleum	PROPN
iogr-1267	270	10	company	company	NOUN
iogr-1267	270	11	which	which	PRON
iogr-1267	270	12	is	be	AUX
iogr-1267	270	13	a	a	DET
iogr-1267	270	14	jv	jv	NOUN
iogr-1267	270	15	petroleum	petroleum	NOUN
iogr-1267	270	16	company	company	NOUN
iogr-1267	270	17	in	in	ADP
iogr-1267	270	18	egypt	egypt	PROPN
iogr-1267	270	19	,	,	PUNCT
iogr-1267	270	20	where	where	SCONJ
iogr-1267	270	21	he	he	PRON
iogr-1267	270	22	has	have	AUX
iogr-1267	270	23	worked	work	VERB
iogr-1267	270	24	for	for	ADP
iogr-1267	270	25	the	the	DET
iogr-1267	270	26	last	last	ADJ
iogr-1267	270	27	4	4	NUM
iogr-1267	270	28	years	year	NOUN
iogr-1267	270	29	.	.	PUNCT
iogr-1267	271	1	he	he	PRON
iogr-1267	271	2	also	also	ADV
iogr-1267	271	3	worked	work	VERB
iogr-1267	271	4	at	at	ADP
iogr-1267	271	5	scimitar	scimitar	NOUN
iogr-1267	271	6	petroleum	petroleum	NOUN
iogr-1267	271	7	company	company	NOUN
iogr-1267	271	8	for	for	ADP
iogr-1267	271	9	6	6	NUM
iogr-1267	271	10	months	month	NOUN
iogr-1267	271	11	and	and	CCONJ
iogr-1267	271	12	for	for	ADP
iogr-1267	271	13	fue	fue	NOUN
iogr-1267	271	14	as	as	ADP
iogr-1267	271	15	teaching	teach	VERB
iogr-1267	271	16	assistant	assistant	NOUN
iogr-1267	271	17	for	for	ADP
iogr-1267	271	18	a	a	DET
iogr-1267	271	19	year	year	NOUN
iogr-1267	271	20	.	.	PUNCT
iogr-1267	272	1	his	his	PRON
iogr-1267	272	2	research	research	NOUN
iogr-1267	272	3	interests	interest	NOUN
iogr-1267	272	4	are	be	AUX
iogr-1267	272	5	in	in	ADP
iogr-1267	272	6	drilling	drilling	NOUN
iogr-1267	272	7	,	,	PUNCT
iogr-1267	272	8	completion	completion	NOUN
iogr-1267	272	9	and	and	CCONJ
iogr-1267	272	10	workover	workover	PROPN
iogr-1267	272	11	.	.	PUNCT
iogr-1267	273	1	he	he	PRON
iogr-1267	273	2	holds	hold	VERB
iogr-1267	273	3	b.s	b.s	PROPN
iogr-1267	273	4	.	.	PROPN
iogr-1267	273	5	degree	degree	NOUN
iogr-1267	273	6	from	from	ADP
iogr-1267	273	7	cairo	cairo	PROPN
iogr-1267	273	8	university	university	PROPN
iogr-1267	273	9	,	,	PUNCT
iogr-1267	273	10	and	and	CCONJ
iogr-1267	273	11	currently	currently	ADV
iogr-1267	273	12	is	be	AUX
iogr-1267	273	13	a	a	DET
iogr-1267	273	14	m.s	m.s	PROPN
iogr-1267	273	15	.	.	PROPN
iogr-1267	273	16	candidate	candidate	NOUN
iogr-1267	273	17	in	in	ADP
iogr-1267	273	18	petroleum	petroleum	NOUN
iogr-1267	273	19	engineering	engineering	NOUN
iogr-1267	273	20	of	of	ADP
iogr-1267	273	21	suez	suez	PROPN
iogr-1267	273	22	university	university	PROPN
iogr-1267	273	23	.	.	PUNCT
iogr-1267	274	1	mohsen	mohsen	PROPN
iogr-1267	274	2	elnoby	elnoby	PROPN
iogr-1267	274	3	is	be	AUX
iogr-1267	274	4	a	a	DET
iogr-1267	274	5	professor	professor	NOUN
iogr-1267	274	6	in	in	ADP
iogr-1267	274	7	the	the	DET
iogr-1267	274	8	department	department	NOUN
iogr-1267	274	9	of	of	ADP
iogr-1267	274	10	petroleum	petroleum	NOUN
iogr-1267	274	11	engineering	engineering	NOUN
iogr-1267	274	12	at	at	ADP
iogr-1267	274	13	fue	fue	PROPN
iogr-1267	274	14	university	university	NOUN
iogr-1267	274	15	.	.	PUNCT
iogr-1267	275	1	he	he	PRON
iogr-1267	275	2	was	be	AUX
iogr-1267	275	3	the	the	DET
iogr-1267	275	4	chairman	chairman	NOUN
iogr-1267	275	5	of	of	ADP
iogr-1267	275	6	the	the	DET
iogr-1267	275	7	board	board	NOUN
iogr-1267	275	8	and	and	CCONJ
iogr-1267	275	9	md	md	PROPN
iogr-1267	275	10	of	of	ADP
iogr-1267	275	11	petrodara	petrodara	PROPN
iogr-1267	275	12	petroleum	petroleum	NOUN
iogr-1267	275	13	company	company	NOUN
iogr-1267	275	14	for	for	ADP
iogr-1267	275	15	4	4	NUM
iogr-1267	275	16	years	year	NOUN
iogr-1267	275	17	,	,	PUNCT
iogr-1267	275	18	the	the	DET
iogr-1267	275	19	chairman	chairman	NOUN
iogr-1267	275	20	of	of	ADP
iogr-1267	275	21	the	the	DET
iogr-1267	275	22	board	board	NOUN
iogr-1267	275	23	and	and	CCONJ
iogr-1267	275	24	md	md	PROPN
iogr-1267	275	25	of	of	ADP
iogr-1267	275	26	qarun	qarun	ADJ
iogr-1267	275	27	petroleum	petroleum	NOUN
iogr-1267	275	28	company	company	NOUN
iogr-1267	275	29	for	for	ADP
iogr-1267	275	30	2	2	NUM
iogr-1267	275	31	years	year	NOUN
iogr-1267	275	32	,	,	PUNCT
iogr-1267	275	33	the	the	DET
iogr-1267	275	34	chairman	chairman	NOUN
iogr-1267	275	35	of	of	ADP
iogr-1267	275	36	the	the	DET
iogr-1267	275	37	board	board	NOUN
iogr-1267	275	38	and	and	CCONJ
iogr-1267	275	39	md	md	PROPN
iogr-1267	275	40	of	of	ADP
iogr-1267	275	41	general	general	ADJ
iogr-1267	275	42	petroleum	petroleum	NOUN
iogr-1267	275	43	company	company	NOUN
iogr-1267	275	44	–	–	PUNCT
iogr-1267	275	45	egypt	egypt	PROPN
iogr-1267	275	46	for	for	ADP
iogr-1267	275	47	1	1	NUM
iogr-1267	275	48	year	year	NOUN
iogr-1267	275	49	.	.	PUNCT
iogr-1267	276	1	since	since	SCONJ
iogr-1267	276	2	2019	2019	NUM
iogr-1267	276	3	,	,	PUNCT
iogr-1267	276	4	he	he	PRON
iogr-1267	276	5	has	have	AUX
iogr-1267	276	6	been	be	AUX
iogr-1267	276	7	working	work	VERB
iogr-1267	276	8	for	for	ADP
iogr-1267	276	9	fue	fue	PROPN
iogr-1267	276	10	university	university	PROPN
iogr-1267	276	11	as	as	ADP
iogr-1267	276	12	assoc	assoc	PROPN
iogr-1267	276	13	.	.	PUNCT
iogr-1267	277	1	prof	prof	PROPN
iogr-1267	277	2	.	.	PUNCT
iogr-1267	278	1	his	his	PRON
iogr-1267	278	2	research	research	NOUN
iogr-1267	278	3	interests	interest	NOUN
iogr-1267	278	4	are	be	AUX
iogr-1267	278	5	in	in	ADP
iogr-1267	278	6	well	well	ADJ
iogr-1267	278	7	completion	completion	NOUN
iogr-1267	278	8	,	,	PUNCT
iogr-1267	278	9	workover	workover	PROPN
iogr-1267	278	10	,	,	PUNCT
iogr-1267	278	11	and	and	CCONJ
iogr-1267	278	12	production	production	NOUN
iogr-1267	278	13	engineering	engineering	NOUN
iogr-1267	278	14	.	.	PUNCT
iogr-1267	279	1	he	he	PRON
iogr-1267	279	2	holds	hold	VERB
iogr-1267	279	3	b.s	b.s	PROPN
iogr-1267	279	4	.	.	PROPN
iogr-1267	279	5	degree	degree	NOUN
iogr-1267	279	6	from	from	ADP
iogr-1267	279	7	cairo	cairo	PROPN
iogr-1267	279	8	university	university	PROPN
iogr-1267	279	9	,	,	PUNCT
iogr-1267	279	10	and	and	CCONJ
iogr-1267	279	11	m.s	m.s	PROPN
iogr-1267	279	12	.	.	PROPN
iogr-1267	279	13	and	and	CCONJ
iogr-1267	279	14	ph.d	ph.d	PROPN
iogr-1267	279	15	degree	degree	NOUN
iogr-1267	279	16	from	from	ADP
iogr-1267	279	17	faculty	faculty	NOUN
iogr-1267	279	18	of	of	ADP
iogr-1267	279	19	engineering	engineering	PROPN
iogr-1267	279	20	,	,	PUNCT
iogr-1267	279	21	suez	suez	PROPN
iogr-1267	279	22	university	university	PROPN
iogr-1267	279	23	,	,	PUNCT
iogr-1267	279	24	all	all	PRON
iogr-1267	279	25	in	in	ADP
iogr-1267	279	26	petroleum	petroleum	NOUN
iogr-1267	279	27	engineering	engineering	NOUN
iogr-1267	279	28	.	.	PUNCT
iogr-1267	280	1	adel	adel	PROPN
iogr-1267	280	2	salem	salem	PROPN
iogr-1267	280	3	is	be	AUX
iogr-1267	280	4	the	the	DET
iogr-1267	280	5	head	head	NOUN
iogr-1267	280	6	of	of	ADP
iogr-1267	280	7	petroleum	petroleum	NOUN
iogr-1267	280	8	engineering	engineering	NOUN
iogr-1267	280	9	department	department	NOUN
iogr-1267	280	10	at	at	ADP
iogr-1267	280	11	the	the	DET
iogr-1267	280	12	suez	suez	PROPN
iogr-1267	280	13	university	university	PROPN
iogr-1267	280	14	.	.	PUNCT
iogr-1267	281	1	he	he	PRON
iogr-1267	281	2	worked	work	VERB
iogr-1267	281	3	as	as	ADP
iogr-1267	281	4	a	a	DET
iogr-1267	281	5	field	field	NOUN
iogr-1267	281	6	petroleum	petroleum	NOUN
iogr-1267	281	7	production	production	NOUN
iogr-1267	281	8	engineer	engineer	NOUN
iogr-1267	281	9	at	at	ADP
iogr-1267	281	10	qarun	qarun	ADJ
iogr-1267	281	11	petroleum	petroleum	NOUN
iogr-1267	281	12	company	company	NOUN
iogr-1267	281	13	western	western	ADJ
iogr-1267	281	14	desert	desert	PROPN
iogr-1267	281	15	–	–	PUNCT
iogr-1267	281	16	egypt	egypt	PROPN
iogr-1267	281	17	for	for	ADP
iogr-1267	281	18	1	1	NUM
iogr-1267	281	19	year	year	NOUN
iogr-1267	281	20	.	.	PUNCT
iogr-1267	282	1	since	since	SCONJ
iogr-1267	282	2	2008	2008	NUM
iogr-1267	282	3	he	he	PRON
iogr-1267	282	4	has	have	AUX
iogr-1267	282	5	been	be	AUX
iogr-1267	282	6	working	work	VERB
iogr-1267	282	7	for	for	ADP
iogr-1267	282	8	suez	suez	PROPN
iogr-1267	282	9	university	university	PROPN
iogr-1267	282	10	as	as	ADP
iogr-1267	282	11	assoc	assoc	PROPN
iogr-1267	282	12	.	.	PUNCT
iogr-1267	283	1	prof	prof	PROPN
iogr-1267	283	2	.	.	PUNCT
iogr-1267	284	1	and	and	CCONJ
iogr-1267	284	2	then	then	ADV
iogr-1267	284	3	as	as	ADP
iogr-1267	284	4	a	a	DET
iogr-1267	284	5	full	full	ADJ
iogr-1267	284	6	prof	prof	NOUN
iogr-1267	284	7	.	.	PUNCT
iogr-1267	285	1	his	his	PRON
iogr-1267	285	2	research	research	NOUN
iogr-1267	285	3	interests	interest	NOUN
iogr-1267	285	4	are	be	AUX
iogr-1267	285	5	in	in	ADP
iogr-1267	285	6	nanotechnology	nanotechnology	NOUN
iogr-1267	285	7	in	in	ADP
iogr-1267	285	8	eor	eor	PROPN
iogr-1267	285	9	/	/	SYM
iogr-1267	285	10	ior	ior	PROPN
iogr-1267	285	11	,	,	PUNCT
iogr-1267	285	12	drilling	drilling	NOUN
iogr-1267	285	13	fluid	fluid	NOUN
iogr-1267	285	14	,	,	PUNCT
iogr-1267	285	15	simulation	simulation	NOUN
iogr-1267	285	16	of	of	ADP
iogr-1267	285	17	multiphase	multiphase	PROPN
iogr-1267	285	18	flow	flow	NOUN
iogr-1267	285	19	under	under	ADP
iogr-1267	285	20	steady	steady	ADJ
iogr-1267	285	21	and	and	CCONJ
iogr-1267	285	22	transient	transient	ADJ
iogr-1267	285	23	conditions	condition	NOUN
iogr-1267	285	24	.	.	PUNCT
iogr-1267	286	1	he	he	PRON
iogr-1267	286	2	holds	hold	VERB
iogr-1267	286	3	b.s	b.s	PROPN
iogr-1267	286	4	.	.	PROPN
iogr-1267	286	5	and	and	CCONJ
iogr-1267	286	6	m.s	m.s	PROPN
iogr-1267	286	7	.	.	PROPN
iogr-1267	286	8	from	from	ADP
iogr-1267	286	9	faculty	faculty	NOUN
iogr-1267	286	10	of	of	ADP
iogr-1267	286	11	engineering	engineering	PROPN
iogr-1267	286	12	,	,	PUNCT
iogr-1267	286	13	suez	suez	PROPN
iogr-1267	286	14	university	university	NOUN
iogr-1267	286	15	,	,	PUNCT
iogr-1267	286	16	and	and	CCONJ
iogr-1267	286	17	ph.d	ph.d	PROPN
iogr-1267	286	18	from	from	ADP
iogr-1267	286	19	leoben	leoben	PROPN
iogr-1267	286	20	university	university	PROPN
iogr-1267	286	21	at	at	ADP
iogr-1267	286	22	austria	austria	PROPN
iogr-1267	286	23	,	,	PUNCT
iogr-1267	286	24	all	all	PRON
iogr-1267	286	25	in	in	ADP
iogr-1267	286	26	petroleum	petroleum	NOUN
iogr-1267	286	27	engineering	engineering	NOUN
iogr-1267	286	28	.	.	PUNCT