id	sid	tid	token	lemma	pos
iogr-1357	1	1	copyright	copyright	NOUN
iogr-1357	1	2	©	©	ADP
iogr-1357	1	3	the	the	DET
iogr-1357	1	4	author(s	author(s	NOUN
iogr-1357	1	5	)	)	PUNCT
iogr-1357	1	6	.	.	PUNCT
iogr-1357	2	1	this	this	DET
iogr-1357	2	2	work	work	NOUN
iogr-1357	2	3	is	be	AUX
iogr-1357	2	4	licensed	license	VERB
iogr-1357	2	5	under	under	ADP
iogr-1357	2	6	a	a	DET
iogr-1357	2	7	creative	creative	ADJ
iogr-1357	2	8	commons	common	NOUN
iogr-1357	2	9	attribution	attribution	NOUN
iogr-1357	2	10	4.0	4.0	NUM
iogr-1357	2	11	international	international	ADJ
iogr-1357	2	12	license	license	NOUN
iogr-1357	2	13	.	.	PUNCT
iogr-1357	3	1	improved	improve	VERB
iogr-1357	3	2	oil	oil	NOUN
iogr-1357	3	3	and	and	CCONJ
iogr-1357	3	4	gas	gas	NOUN
iogr-1357	3	5	recovery	recovery	NOUN
iogr-1357	3	6	doi	doi	NOUN
iogr-1357	3	7	:	:	PUNCT
iogr-1357	3	8	10.14800	10.14800	NUM
iogr-1357	3	9	/	/	SYM
iogr-1357	4	1	iogr.1357	iogr.1357	PROPN
iogr-1357	4	2	received	receive	VERB
iogr-1357	4	3	january	january	PROPN
iogr-1357	4	4	9	9	NUM
iogr-1357	4	5	,	,	PUNCT
iogr-1357	4	6	2025	2025	NUM
iogr-1357	4	7	;	;	PUNCT
iogr-1357	4	8	revised	revise	VERB
iogr-1357	4	9	march	march	PROPN
iogr-1357	4	10	1	1	NUM
iogr-1357	4	11	,	,	PUNCT
iogr-1357	4	12	2025	2025	NUM
iogr-1357	4	13	;	;	PUNCT
iogr-1357	4	14	accepted	accept	VERB
iogr-1357	4	15	march	march	PROPN
iogr-1357	4	16	14	14	NUM
iogr-1357	4	17	,	,	PUNCT
iogr-1357	4	18	2025	2025	NUM
iogr-1357	4	19	.	.	PUNCT
iogr-1357	5	1	*	*	PUNCT
iogr-1357	5	2	corresponding	correspond	VERB
iogr-1357	5	3	author	author	NOUN
iogr-1357	5	4	email	email	NOUN
iogr-1357	5	5	:	:	PUNCT
iogr-1357	5	6	s33d_2010@yahoo.com	s33d_2010@yahoo.com	X
iogr-1357	5	7	1	1	NUM
iogr-1357	5	8	exploring	explore	VERB
iogr-1357	5	9	the	the	DET
iogr-1357	5	10	impact	impact	NOUN
iogr-1357	5	11	of	of	ADP
iogr-1357	5	12	multiwall	multiwall	NOUN
iogr-1357	5	13	carbon	carbon	NOUN
iogr-1357	5	14	nanotubes	nanotube	NOUN
iogr-1357	5	15	on	on	ADP
iogr-1357	5	16	enhancing	enhance	VERB
iogr-1357	5	17	water	water	NOUN
iogr-1357	5	18	-	-	PUNCT
iogr-1357	5	19	based	base	VERB
iogr-1357	5	20	mud	mud	NOUN
iogr-1357	5	21	performance	performance	NOUN
iogr-1357	5	22	mohamed	mohamed	PROPN
iogr-1357	5	23	saad	saad	PROPN
iogr-1357	5	24	elhossieny	elhossieny	PROPN
iogr-1357	5	25	*	*	PROPN
iogr-1357	5	26	,	,	PUNCT
iogr-1357	5	27	egyptian	egyptian	ADJ
iogr-1357	5	28	petroleum	petroleum	PROPN
iogr-1357	5	29	research	research	PROPN
iogr-1357	5	30	institute	institute	PROPN
iogr-1357	5	31	,	,	PUNCT
iogr-1357	5	32	cairo	cairo	PROPN
iogr-1357	5	33	,	,	PUNCT
iogr-1357	5	34	egypt	egypt	PROPN
iogr-1357	5	35	;	;	PUNCT
iogr-1357	5	36	attia	attia	PROPN
iogr-1357	5	37	m.	m.	PROPN
iogr-1357	5	38	attia	attia	PROPN
iogr-1357	5	39	,	,	PUNCT
iogr-1357	5	40	british	british	PROPN
iogr-1357	5	41	university	university	PROPN
iogr-1357	5	42	in	in	ADP
iogr-1357	5	43	egypt	egypt	PROPN
iogr-1357	5	44	(	(	PUNCT
iogr-1357	5	45	bue	bue	PROPN
iogr-1357	5	46	)	)	PUNCT
iogr-1357	5	47	,	,	PUNCT
iogr-1357	5	48	el	el	PROPN
iogr-1357	5	49	sherouk	sherouk	PROPN
iogr-1357	5	50	city	city	PROPN
iogr-1357	5	51	,	,	PUNCT
iogr-1357	5	52	cairo	cairo	PROPN
iogr-1357	5	53	,	,	PUNCT
iogr-1357	5	54	egypt	egypt	PROPN
iogr-1357	5	55	;	;	PUNCT
iogr-1357	5	56	hesham	hesham	PROPN
iogr-1357	5	57	abuseda	abuseda	PROPN
iogr-1357	5	58	,	,	PUNCT
iogr-1357	5	59	egyptian	egyptian	ADJ
iogr-1357	5	60	petroleum	petroleum	PROPN
iogr-1357	5	61	research	research	PROPN
iogr-1357	5	62	institute	institute	PROPN
iogr-1357	5	63	,	,	PUNCT
iogr-1357	5	64	cairo	cairo	PROPN
iogr-1357	5	65	,	,	PUNCT
iogr-1357	5	66	egypt	egypt	PROPN
iogr-1357	5	67	;	;	PUNCT
iogr-1357	5	68	ahmed	ahmed	PROPN
iogr-1357	5	69	gouish	gouish	PROPN
iogr-1357	5	70	,	,	PUNCT
iogr-1357	5	71	suez	suez	PROPN
iogr-1357	5	72	university	university	PROPN
iogr-1357	5	73	,	,	PUNCT
iogr-1357	5	74	cairo	cairo	PROPN
iogr-1357	5	75	,	,	PUNCT
iogr-1357	5	76	egypt	egypt	PROPN
iogr-1357	5	77	;	;	PUNCT
iogr-1357	5	78	adel	adel	PROPN
iogr-1357	5	79	m.	m.	PROPN
iogr-1357	5	80	salem	salem	PROPN
iogr-1357	5	81	,	,	PUNCT
iogr-1357	5	82	suez	suez	PROPN
iogr-1357	5	83	university	university	PROPN
iogr-1357	5	84	,	,	PUNCT
iogr-1357	5	85	egypt	egypt	PROPN
iogr-1357	5	86	,	,	PUNCT
iogr-1357	5	87	and	and	CCONJ
iogr-1357	5	88	future	future	ADJ
iogr-1357	5	89	university	university	NOUN
iogr-1357	5	90	in	in	ADP
iogr-1357	5	91	egypt	egypt	PROPN
iogr-1357	5	92	(	(	PUNCT
iogr-1357	5	93	fue	fue	PROPN
iogr-1357	5	94	)	)	PUNCT
iogr-1357	5	95	,	,	PUNCT
iogr-1357	5	96	cairo	cairo	PROPN
iogr-1357	5	97	,	,	PUNCT
iogr-1357	5	98	egypt	egypt	PROPN
iogr-1357	5	99	abstract	abstract	PROPN
iogr-1357	5	100	drilling	drilling	NOUN
iogr-1357	5	101	fluids	fluid	NOUN
iogr-1357	5	102	are	be	AUX
iogr-1357	5	103	critical	critical	ADJ
iogr-1357	5	104	components	component	NOUN
iogr-1357	5	105	in	in	ADP
iogr-1357	5	106	hydrocarbon	hydrocarbon	NOUN
iogr-1357	5	107	and	and	CCONJ
iogr-1357	5	108	geothermal	geothermal	ADJ
iogr-1357	5	109	well	well	NOUN
iogr-1357	5	110	construction	construction	NOUN
iogr-1357	5	111	,	,	PUNCT
iogr-1357	5	112	particularly	particularly	ADV
iogr-1357	5	113	in	in	ADP
iogr-1357	5	114	extreme	extreme	ADJ
iogr-1357	5	115	downhole	downhole	NOUN
iogr-1357	5	116	environments	environment	NOUN
iogr-1357	5	117	such	such	ADJ
iogr-1357	5	118	as	as	ADP
iogr-1357	5	119	deep	deep	ADJ
iogr-1357	5	120	reservoirs	reservoir	NOUN
iogr-1357	5	121	and	and	CCONJ
iogr-1357	5	122	high	high	ADJ
iogr-1357	5	123	-	-	PUNCT
iogr-1357	5	124	temperature	temperature	NOUN
iogr-1357	5	125	geothermal	geothermal	ADJ
iogr-1357	5	126	systems	system	NOUN
iogr-1357	5	127	.	.	PUNCT
iogr-1357	6	1	key	key	ADJ
iogr-1357	6	2	challenges	challenge	NOUN
iogr-1357	6	3	in	in	ADP
iogr-1357	6	4	designing	design	VERB
iogr-1357	6	5	water	water	NOUN
iogr-1357	6	6	-	-	PUNCT
iogr-1357	6	7	based	base	VERB
iogr-1357	6	8	drilling	drilling	NOUN
iogr-1357	6	9	muds	muds	PROPN
iogr-1357	6	10	(	(	PUNCT
iogr-1357	6	11	wbdm	wbdm	NOUN
iogr-1357	6	12	)	)	PUNCT
iogr-1357	6	13	for	for	ADP
iogr-1357	6	14	these	these	DET
iogr-1357	6	15	applications	application	NOUN
iogr-1357	6	16	include	include	VERB
iogr-1357	6	17	effective	effective	ADJ
iogr-1357	6	18	thermal	thermal	ADJ
iogr-1357	6	19	management	management	NOUN
iogr-1357	6	20	,	,	PUNCT
iogr-1357	6	21	maintenance	maintenance	NOUN
iogr-1357	6	22	of	of	ADP
iogr-1357	6	23	rheological	rheological	ADJ
iogr-1357	6	24	stability	stability	NOUN
iogr-1357	6	25	,	,	PUNCT
iogr-1357	6	26	and	and	CCONJ
iogr-1357	6	27	enhancement	enhancement	NOUN
iogr-1357	6	28	of	of	ADP
iogr-1357	6	29	thermal	thermal	ADJ
iogr-1357	6	30	conductivity	conductivity	NOUN
iogr-1357	6	31	under	under	ADP
iogr-1357	6	32	high	high	ADJ
iogr-1357	6	33	-	-	PUNCT
iogr-1357	6	34	temperature	temperature	NOUN
iogr-1357	6	35	,	,	PUNCT
iogr-1357	6	36	highpressure	highpressure	ADJ
iogr-1357	6	37	(	(	PUNCT
iogr-1357	6	38	hthp	hthp	ADJ
iogr-1357	6	39	)	)	PUNCT
iogr-1357	6	40	conditions	condition	NOUN
iogr-1357	6	41	.	.	PUNCT
iogr-1357	7	1	recent	recent	ADJ
iogr-1357	7	2	advances	advance	NOUN
iogr-1357	7	3	in	in	ADP
iogr-1357	7	4	nanotechnology	nanotechnology	NOUN
iogr-1357	7	5	suggest	suggest	VERB
iogr-1357	7	6	that	that	SCONJ
iogr-1357	7	7	nanoscale	nanoscale	NOUN
iogr-1357	7	8	additives	additive	NOUN
iogr-1357	7	9	,	,	PUNCT
iogr-1357	7	10	such	such	ADJ
iogr-1357	7	11	as	as	ADP
iogr-1357	7	12	uniformly	uniformly	ADV
iogr-1357	7	13	dispersed	disperse	VERB
iogr-1357	7	14	carbon	carbon	NOUN
iogr-1357	7	15	nanotubes	nanotube	NOUN
iogr-1357	7	16	(	(	PUNCT
iogr-1357	7	17	cnts	cnts	PROPN
iogr-1357	7	18	)	)	PUNCT
iogr-1357	7	19	,	,	PUNCT
iogr-1357	7	20	can	can	AUX
iogr-1357	7	21	significantly	significantly	ADV
iogr-1357	7	22	improve	improve	VERB
iogr-1357	7	23	the	the	DET
iogr-1357	7	24	thermorheological	thermorheological	ADJ
iogr-1357	7	25	performance	performance	NOUN
iogr-1357	7	26	of	of	ADP
iogr-1357	7	27	drilling	drilling	NOUN
iogr-1357	7	28	fluids	fluid	NOUN
iogr-1357	7	29	compared	compare	VERB
iogr-1357	7	30	to	to	ADP
iogr-1357	7	31	conventional	conventional	ADJ
iogr-1357	7	32	formulations	formulation	NOUN
iogr-1357	7	33	.	.	PUNCT
iogr-1357	8	1	however	however	ADV
iogr-1357	8	2	,	,	PUNCT
iogr-1357	8	3	stabilizing	stabilize	VERB
iogr-1357	8	4	critical	critical	ADJ
iogr-1357	8	5	fluid	fluid	ADJ
iogr-1357	8	6	properties	property	NOUN
iogr-1357	8	7	—	—	PUNCT
iogr-1357	8	8	including	include	VERB
iogr-1357	8	9	viscosity	viscosity	NOUN
iogr-1357	8	10	,	,	PUNCT
iogr-1357	8	11	filtration	filtration	NOUN
iogr-1357	8	12	efficiency	efficiency	NOUN
iogr-1357	8	13	,	,	PUNCT
iogr-1357	8	14	mud	mud	NOUN
iogr-1357	8	15	cake	cake	NOUN
iogr-1357	8	16	integrity	integrity	NOUN
iogr-1357	8	17	,	,	PUNCT
iogr-1357	8	18	and	and	CCONJ
iogr-1357	8	19	gel	gel	NOUN
iogr-1357	8	20	strength	strength	NOUN
iogr-1357	8	21	—	—	PUNCT
iogr-1357	8	22	remains	remain	VERB
iogr-1357	8	23	a	a	DET
iogr-1357	8	24	persistent	persistent	ADJ
iogr-1357	8	25	challenge	challenge	NOUN
iogr-1357	8	26	in	in	ADP
iogr-1357	8	27	wbdm	wbdm	ADJ
iogr-1357	8	28	optimization	optimization	NOUN
iogr-1357	8	29	.	.	PUNCT
iogr-1357	9	1	this	this	DET
iogr-1357	9	2	study	study	NOUN
iogr-1357	9	3	evaluates	evaluate	VERB
iogr-1357	9	4	the	the	DET
iogr-1357	9	5	efficacy	efficacy	NOUN
iogr-1357	9	6	of	of	ADP
iogr-1357	9	7	multi	multi	ADJ
iogr-1357	9	8	-	-	ADJ
iogr-1357	9	9	walled	walled	ADJ
iogr-1357	9	10	carbon	carbon	NOUN
iogr-1357	9	11	nanotubes	nanotube	NOUN
iogr-1357	9	12	(	(	PUNCT
iogr-1357	9	13	mwcnts	mwcnt	NOUN
iogr-1357	9	14	)	)	PUNCT
iogr-1357	9	15	,	,	PUNCT
iogr-1357	9	16	synthesized	synthesize	VERB
iogr-1357	9	17	via	via	ADP
iogr-1357	9	18	chemical	chemical	ADJ
iogr-1357	9	19	vapor	vapor	NOUN
iogr-1357	9	20	deposition	deposition	NOUN
iogr-1357	9	21	(	(	PUNCT
iogr-1357	9	22	cvd	cvd	PROPN
iogr-1357	9	23	)	)	PUNCT
iogr-1357	9	24	,	,	PUNCT
iogr-1357	9	25	as	as	ADP
iogr-1357	9	26	performance	performance	NOUN
iogr-1357	9	27	-	-	PUNCT
iogr-1357	9	28	enhancing	enhance	VERB
iogr-1357	9	29	additives	additive	NOUN
iogr-1357	9	30	in	in	ADP
iogr-1357	9	31	wbdm	wbdm	NOUN
iogr-1357	9	32	.	.	PUNCT
iogr-1357	10	1	mwcnts	mwcnt	NOUN
iogr-1357	10	2	were	be	AUX
iogr-1357	10	3	integrated	integrate	VERB
iogr-1357	10	4	into	into	ADP
iogr-1357	10	5	a	a	DET
iogr-1357	10	6	standard	standard	ADJ
iogr-1357	10	7	bentonite	bentonite	NOUN
iogr-1357	10	8	-	-	PUNCT
iogr-1357	10	9	based	base	VERB
iogr-1357	10	10	mud	mud	NOUN
iogr-1357	10	11	system	system	NOUN
iogr-1357	10	12	at	at	ADP
iogr-1357	10	13	concentrations	concentration	NOUN
iogr-1357	10	14	of	of	ADP
iogr-1357	10	15	0.125	0.125	NUM
iogr-1357	10	16	,	,	PUNCT
iogr-1357	10	17	0.250	0.250	NUM
iogr-1357	10	18	,	,	PUNCT
iogr-1357	10	19	0.500	0.500	NUM
iogr-1357	10	20	,	,	PUNCT
iogr-1357	10	21	0.750	0.750	NUM
iogr-1357	10	22	,	,	PUNCT
iogr-1357	10	23	and	and	CCONJ
iogr-1357	10	24	1.250	1.250	NUM
iogr-1357	10	25	g	g	NOUN
iogr-1357	10	26	per	per	ADP
iogr-1357	10	27	350	350	NUM
iogr-1357	10	28	ml	ml	NOUN
iogr-1357	10	29	.	.	PUNCT
iogr-1357	11	1	the	the	DET
iogr-1357	11	2	rheological	rheological	ADJ
iogr-1357	11	3	properties	property	NOUN
iogr-1357	11	4	(	(	PUNCT
iogr-1357	11	5	plastic	plastic	ADJ
iogr-1357	11	6	viscosity	viscosity	NOUN
iogr-1357	11	7	,	,	PUNCT
iogr-1357	11	8	yield	yield	NOUN
iogr-1357	11	9	point	point	NOUN
iogr-1357	11	10	,	,	PUNCT
iogr-1357	11	11	gel	gel	NOUN
iogr-1357	11	12	strength	strength	NOUN
iogr-1357	11	13	)	)	PUNCT
iogr-1357	11	14	and	and	CCONJ
iogr-1357	11	15	filtration	filtration	NOUN
iogr-1357	11	16	characteristics	characteristic	NOUN
iogr-1357	11	17	(	(	PUNCT
iogr-1357	11	18	api	api	NOUN
iogr-1357	11	19	fluid	fluid	NOUN
iogr-1357	11	20	loss	loss	NOUN
iogr-1357	11	21	,	,	PUNCT
iogr-1357	11	22	mud	mud	NOUN
iogr-1357	11	23	cake	cake	NOUN
iogr-1357	11	24	thickness	thickness	NOUN
iogr-1357	11	25	)	)	PUNCT
iogr-1357	11	26	of	of	ADP
iogr-1357	11	27	the	the	DET
iogr-1357	11	28	nanofluid	nanofluid	ADV
iogr-1357	11	29	-	-	PUNCT
iogr-1357	11	30	enhanced	enhance	VERB
iogr-1357	11	31	muds	mud	NOUN
iogr-1357	11	32	were	be	AUX
iogr-1357	11	33	systematically	systematically	ADV
iogr-1357	11	34	assessed	assess	VERB
iogr-1357	11	35	under	under	ADP
iogr-1357	11	36	api	api	NOUN
iogr-1357	11	37	13b-1	13b-1	NUM
iogr-1357	11	38	recommended	recommend	VERB
iogr-1357	11	39	practices	practice	NOUN
iogr-1357	11	40	.	.	PUNCT
iogr-1357	12	1	comparative	comparative	ADJ
iogr-1357	12	2	analysis	analysis	NOUN
iogr-1357	12	3	revealed	reveal	VERB
iogr-1357	12	4	a	a	DET
iogr-1357	12	5	concentration	concentration	NOUN
iogr-1357	12	6	-	-	PUNCT
iogr-1357	12	7	dependent	dependent	ADJ
iogr-1357	12	8	improvement	improvement	NOUN
iogr-1357	12	9	in	in	ADP
iogr-1357	12	10	performance	performance	NOUN
iogr-1357	12	11	,	,	PUNCT
iogr-1357	12	12	with	with	ADP
iogr-1357	12	13	the	the	DET
iogr-1357	12	14	1.250	1.250	NUM
iogr-1357	12	15	g	g	NOUN
iogr-1357	12	16	mwcnt	mwcnt	ADJ
iogr-1357	12	17	formulation	formulation	NOUN
iogr-1357	12	18	exhibiting	exhibit	VERB
iogr-1357	12	19	optimal	optimal	ADJ
iogr-1357	12	20	results	result	NOUN
iogr-1357	12	21	:	:	PUNCT
iogr-1357	12	22	a	a	DET
iogr-1357	12	23	38	38	NUM
iogr-1357	12	24	%	%	NOUN
iogr-1357	12	25	reduction	reduction	NOUN
iogr-1357	12	26	in	in	ADP
iogr-1357	12	27	fluid	fluid	ADJ
iogr-1357	12	28	loss	loss	NOUN
iogr-1357	12	29	,	,	PUNCT
iogr-1357	12	30	a	a	DET
iogr-1357	12	31	22	22	NUM
iogr-1357	12	32	%	%	NOUN
iogr-1357	12	33	increase	increase	NOUN
iogr-1357	12	34	in	in	ADP
iogr-1357	12	35	yield	yield	NOUN
iogr-1357	12	36	point	point	NOUN
iogr-1357	12	37	,	,	PUNCT
iogr-1357	12	38	and	and	CCONJ
iogr-1357	12	39	enhanced	enhance	VERB
iogr-1357	12	40	thermal	thermal	ADJ
iogr-1357	12	41	stability	stability	NOUN
iogr-1357	12	42	at	at	ADP
iogr-1357	12	43	120	120	NUM
iogr-1357	12	44	°	°	NOUN
iogr-1357	12	45	c	c	NOUN
iogr-1357	12	46	.	.	PUNCT
iogr-1357	13	1	these	these	DET
iogr-1357	13	2	findings	finding	NOUN
iogr-1357	13	3	underscore	underscore	VERB
iogr-1357	13	4	the	the	DET
iogr-1357	13	5	potential	potential	NOUN
iogr-1357	13	6	of	of	ADP
iogr-1357	13	7	mwcnts	mwcnt	NOUN
iogr-1357	13	8	as	as	ADP
iogr-1357	13	9	high	high	ADJ
iogr-1357	13	10	-	-	PUNCT
iogr-1357	13	11	performance	performance	NOUN
iogr-1357	13	12	additives	additive	NOUN
iogr-1357	13	13	for	for	ADP
iogr-1357	13	14	hthp	hthp	NOUN
iogr-1357	13	15	drilling	drilling	NOUN
iogr-1357	13	16	applications	application	NOUN
iogr-1357	13	17	,	,	PUNCT
iogr-1357	13	18	offering	offer	VERB
iogr-1357	13	19	a	a	DET
iogr-1357	13	20	pathway	pathway	NOUN
iogr-1357	13	21	to	to	PART
iogr-1357	13	22	improve	improve	VERB
iogr-1357	13	23	wellbore	wellbore	NOUN
iogr-1357	13	24	stability	stability	NOUN
iogr-1357	13	25	and	and	CCONJ
iogr-1357	13	26	operational	operational	ADJ
iogr-1357	13	27	efficiency	efficiency	NOUN
iogr-1357	13	28	in	in	ADP
iogr-1357	13	29	challenging	challenge	VERB
iogr-1357	13	30	subsurface	subsurface	NOUN
iogr-1357	13	31	environments	environment	NOUN
iogr-1357	13	32	.	.	PUNCT
iogr-1357	14	1	introduction	introduction	NOUN
iogr-1357	14	2	drilling	drilling	NOUN
iogr-1357	14	3	fluids	fluid	NOUN
iogr-1357	14	4	,	,	PUNCT
iogr-1357	14	5	or	or	CCONJ
iogr-1357	14	6	"	"	PUNCT
iogr-1357	14	7	drilling	drilling	NOUN
iogr-1357	14	8	muds	mud	NOUN
iogr-1357	14	9	,	,	PUNCT
iogr-1357	14	10	"	"	PUNCT
iogr-1357	14	11	serve	serve	VERB
iogr-1357	14	12	as	as	ADP
iogr-1357	14	13	indispensable	indispensable	ADJ
iogr-1357	14	14	engineering	engineering	NOUN
iogr-1357	14	15	tools	tool	NOUN
iogr-1357	14	16	in	in	ADP
iogr-1357	14	17	hydrocarbon	hydrocarbon	NOUN
iogr-1357	14	18	and	and	CCONJ
iogr-1357	14	19	geothermal	geothermal	ADJ
iogr-1357	14	20	well	well	NOUN
iogr-1357	14	21	construction	construction	NOUN
iogr-1357	14	22	.	.	PUNCT
iogr-1357	15	1	their	their	PRON
iogr-1357	15	2	primary	primary	ADJ
iogr-1357	15	3	functions	function	NOUN
iogr-1357	15	4	include	include	VERB
iogr-1357	15	5	transporting	transport	VERB
iogr-1357	15	6	cuttings	cutting	NOUN
iogr-1357	15	7	to	to	ADP
iogr-1357	15	8	the	the	DET
iogr-1357	15	9	surface	surface	NOUN
iogr-1357	15	10	,	,	PUNCT
iogr-1357	15	11	cooling	cool	VERB
iogr-1357	15	12	and	and	CCONJ
iogr-1357	15	13	lubricating	lubricate	VERB
iogr-1357	15	14	the	the	DET
iogr-1357	15	15	drill	drill	NOUN
iogr-1357	15	16	string	string	NOUN
iogr-1357	15	17	,	,	PUNCT
iogr-1357	15	18	stabilizing	stabilize	VERB
iogr-1357	15	19	wellbores	wellbore	NOUN
iogr-1357	15	20	through	through	ADP
iogr-1357	15	21	hydrostatic	hydrostatic	ADJ
iogr-1357	15	22	pressure	pressure	NOUN
iogr-1357	15	23	control	control	NOUN
iogr-1357	15	24	,	,	PUNCT
iogr-1357	15	25	and	and	CCONJ
iogr-1357	15	26	forming	form	VERB
iogr-1357	15	27	low	low	ADJ
iogr-1357	15	28	-	-	PUNCT
iogr-1357	15	29	permeability	permeability	NOUN
iogr-1357	15	30	filter	filter	NOUN
iogr-1357	15	31	cakes	cake	NOUN
iogr-1357	15	32	to	to	PART
iogr-1357	15	33	minimize	minimize	VERB
iogr-1357	15	34	fluid	fluid	ADJ
iogr-1357	15	35	invasion	invasion	NOUN
iogr-1357	15	36	into	into	ADP
iogr-1357	15	37	formations	formation	NOUN
iogr-1357	15	38	(	(	PUNCT
iogr-1357	15	39	bourgoyne	bourgoyne	NOUN
iogr-1357	15	40	et	et	PROPN
iogr-1357	15	41	al	al	PROPN
iogr-1357	15	42	.	.	PROPN
iogr-1357	15	43	1991	1991	NUM
iogr-1357	15	44	)	)	PUNCT
iogr-1357	15	45	.	.	PUNCT
iogr-1357	16	1	among	among	ADP
iogr-1357	16	2	the	the	DET
iogr-1357	16	3	three	three	NUM
iogr-1357	16	4	primary	primary	ADJ
iogr-1357	16	5	categories	category	NOUN
iogr-1357	16	6	—	—	PUNCT
iogr-1357	16	7	waterbased	waterbase	VERB
iogr-1357	16	8	(	(	PUNCT
iogr-1357	16	9	wbm	wbm	PROPN
iogr-1357	16	10	)	)	PUNCT
iogr-1357	16	11	,	,	PUNCT
iogr-1357	16	12	oil	oil	NOUN
iogr-1357	16	13	-	-	PUNCT
iogr-1357	16	14	based	base	VERB
iogr-1357	16	15	(	(	PUNCT
iogr-1357	16	16	obm	obm	PROPN
iogr-1357	16	17	)	)	PUNCT
iogr-1357	16	18	,	,	PUNCT
iogr-1357	16	19	and	and	CCONJ
iogr-1357	16	20	air	air	NOUN
iogr-1357	16	21	-	-	PUNCT
iogr-1357	16	22	based	base	VERB
iogr-1357	16	23	fluids	fluid	NOUN
iogr-1357	16	24	—	—	PUNCT
iogr-1357	16	25	wbms	wbms	X
iogr-1357	16	26	dominate	dominate	VERB
iogr-1357	16	27	global	global	ADJ
iogr-1357	16	28	usage	usage	NOUN
iogr-1357	16	29	due	due	ADP
iogr-1357	16	30	to	to	ADP
iogr-1357	16	31	their	their	PRON
iogr-1357	16	32	costeffectiveness	costeffectiveness	NOUN
iogr-1357	16	33	and	and	CCONJ
iogr-1357	16	34	environmental	environmental	ADJ
iogr-1357	16	35	compliance	compliance	NOUN
iogr-1357	16	36	(	(	PUNCT
iogr-1357	16	37	amanullah	amanullah	PROPN
iogr-1357	16	38	et	et	PROPN
iogr-1357	16	39	al	al	PROPN
iogr-1357	16	40	.	.	PROPN
iogr-1357	16	41	2011	2011	NUM
iogr-1357	16	42	)	)	PUNCT
iogr-1357	16	43	.	.	PUNCT
iogr-1357	17	1	conventional	conventional	ADJ
iogr-1357	17	2	wbms	wbms	NOUN
iogr-1357	17	3	comprise	comprise	NOUN
iogr-1357	17	4	bentonite	bentonite	NOUN
iogr-1357	17	5	clays	clay	NOUN
iogr-1357	17	6	,	,	PUNCT
iogr-1357	17	7	viscosifiers	viscosifier	NOUN
iogr-1357	17	8	(	(	PUNCT
iogr-1357	17	9	e.g.	e.g.	ADV
iogr-1357	17	10	,	,	PUNCT
iogr-1357	17	11	xanthan	xanthan	PROPN
iogr-1357	17	12	gum	gum	NOUN
iogr-1357	17	13	)	)	PUNCT
iogr-1357	17	14	,	,	PUNCT
iogr-1357	17	15	fluid	fluid	ADJ
iogr-1357	17	16	-	-	PUNCT
iogr-1357	17	17	loss	loss	NOUN
iogr-1357	17	18	additives	additive	NOUN
iogr-1357	17	19	(	(	PUNCT
iogr-1357	17	20	e.g.	e.g.	ADV
iogr-1357	17	21	,	,	PUNCT
iogr-1357	17	22	starch	starch	NOUN
iogr-1357	17	23	)	)	PUNCT
iogr-1357	17	24	,	,	PUNCT
iogr-1357	17	25	and	and	CCONJ
iogr-1357	17	26	alkaline	alkaline	NOUN
iogr-1357	17	27	regulators	regulator	NOUN
iogr-1357	17	28	.	.	PUNCT
iogr-1357	18	1	however	however	ADV
iogr-1357	18	2	,	,	PUNCT
iogr-1357	18	3	their	their	PRON
iogr-1357	18	4	performance	performance	NOUN
iogr-1357	18	5	in	in	ADP
iogr-1357	18	6	high	high	ADJ
iogr-1357	18	7	-	-	PUNCT
iogr-1357	18	8	pressure	pressure	NOUN
iogr-1357	18	9	,	,	PUNCT
iogr-1357	18	10	high	high	ADJ
iogr-1357	18	11	-	-	PUNCT
iogr-1357	18	12	temperature	temperature	NOUN
iogr-1357	18	13	(	(	PUNCT
iogr-1357	18	14	hpht	hpht	NOUN
iogr-1357	18	15	)	)	PUNCT
iogr-1357	18	16	mailto:mohammedhussein51@yahoo.com	mailto:mohammedhussein51@yahoo.com	PROPN
iogr-1357	18	17	improved	improve	VERB
iogr-1357	18	18	oil	oil	NOUN
iogr-1357	18	19	and	and	CCONJ
iogr-1357	18	20	gas	gas	NOUN
iogr-1357	18	21	recovery	recovery	NOUN
iogr-1357	18	22	2	2	NUM
iogr-1357	18	23	environments	environment	NOUN
iogr-1357	18	24	remain	remain	VERB
iogr-1357	18	25	constrained	constrain	VERB
iogr-1357	18	26	by	by	ADP
iogr-1357	18	27	thermal	thermal	ADJ
iogr-1357	18	28	degradation	degradation	NOUN
iogr-1357	18	29	of	of	ADP
iogr-1357	18	30	polymers	polymer	NOUN
iogr-1357	18	31	,	,	PUNCT
iogr-1357	18	32	inadequate	inadequate	ADJ
iogr-1357	18	33	lubricity	lubricity	NOUN
iogr-1357	18	34	,	,	PUNCT
iogr-1357	18	35	and	and	CCONJ
iogr-1357	18	36	poor	poor	ADJ
iogr-1357	18	37	shale	shale	NOUN
iogr-1357	18	38	inhibition	inhibition	NOUN
iogr-1357	18	39	,	,	PUNCT
iogr-1357	18	40	necessitating	necessitate	VERB
iogr-1357	18	41	advanced	advanced	ADJ
iogr-1357	18	42	formulations	formulation	NOUN
iogr-1357	18	43	for	for	ADP
iogr-1357	18	44	extreme	extreme	ADJ
iogr-1357	18	45	drilling	drilling	NOUN
iogr-1357	18	46	applications	application	NOUN
iogr-1357	18	47	.	.	PUNCT
iogr-1357	19	1	nanotechnology	nanotechnology	PROPN
iogr-1357	19	2	has	have	AUX
iogr-1357	19	3	emerged	emerge	VERB
iogr-1357	19	4	as	as	ADP
iogr-1357	19	5	a	a	DET
iogr-1357	19	6	transformative	transformative	ADJ
iogr-1357	19	7	paradigm	paradigm	NOUN
iogr-1357	19	8	for	for	ADP
iogr-1357	19	9	enhancing	enhance	VERB
iogr-1357	19	10	wbm	wbm	PROPN
iogr-1357	19	11	performance	performance	NOUN
iogr-1357	19	12	.	.	PUNCT
iogr-1357	20	1	nanoparticles	nanoparticle	NOUN
iogr-1357	20	2	,	,	PUNCT
iogr-1357	20	3	with	with	ADP
iogr-1357	20	4	their	their	PRON
iogr-1357	20	5	high	high	ADJ
iogr-1357	20	6	surface	surface	NOUN
iogr-1357	20	7	area	area	NOUN
iogr-1357	20	8	-	-	PUNCT
iogr-1357	20	9	to	to	ADP
iogr-1357	20	10	-	-	PUNCT
iogr-1357	20	11	volume	volume	NOUN
iogr-1357	20	12	ratios	ratio	NOUN
iogr-1357	20	13	(	(	PUNCT
iogr-1357	20	14	<	<	X
iogr-1357	20	15	100	100	NUM
iogr-1357	20	16	nm	nm	NOUN
iogr-1357	20	17	)	)	PUNCT
iogr-1357	20	18	,	,	PUNCT
iogr-1357	20	19	enable	enable	VERB
iogr-1357	20	20	precise	precise	ADJ
iogr-1357	20	21	control	control	NOUN
iogr-1357	20	22	over	over	ADP
iogr-1357	20	23	rheological	rheological	ADJ
iogr-1357	20	24	,	,	PUNCT
iogr-1357	20	25	thermal	thermal	ADJ
iogr-1357	20	26	,	,	PUNCT
iogr-1357	20	27	and	and	CCONJ
iogr-1357	20	28	filtration	filtration	NOUN
iogr-1357	20	29	properties	property	NOUN
iogr-1357	20	30	through	through	ADP
iogr-1357	20	31	mechanisms	mechanism	NOUN
iogr-1357	20	32	such	such	ADJ
iogr-1357	20	33	as	as	ADP
iogr-1357	20	34	pore	pore	ADJ
iogr-1357	20	35	-	-	PUNCT
iogr-1357	20	36	throat	throat	NOUN
iogr-1357	20	37	bridging	bridging	NOUN
iogr-1357	20	38	,	,	PUNCT
iogr-1357	20	39	interfacial	interfacial	ADJ
iogr-1357	20	40	tension	tension	NOUN
iogr-1357	20	41	modulation	modulation	NOUN
iogr-1357	20	42	,	,	PUNCT
iogr-1357	20	43	and	and	CCONJ
iogr-1357	20	44	polymer	polymer	NOUN
iogr-1357	20	45	-	-	PUNCT
iogr-1357	20	46	nanoparticle	nanoparticle	NOUN
iogr-1357	20	47	synergistic	synergistic	ADJ
iogr-1357	20	48	effects	effect	NOUN
iogr-1357	20	49	(	(	PUNCT
iogr-1357	20	50	alvi	alvi	PROPN
iogr-1357	20	51	et	et	PROPN
iogr-1357	20	52	al	al	PROPN
iogr-1357	20	53	.	.	PROPN
iogr-1357	20	54	2018	2018	NUM
iogr-1357	20	55	)	)	PUNCT
iogr-1357	20	56	.	.	PUNCT
iogr-1357	21	1	multi	multi	ADJ
iogr-1357	21	2	-	-	ADJ
iogr-1357	21	3	walled	walled	ADJ
iogr-1357	21	4	carbon	carbon	NOUN
iogr-1357	21	5	nanotubes	nanotube	NOUN
iogr-1357	21	6	(	(	PUNCT
iogr-1357	21	7	mwcnts	mwcnt	NOUN
iogr-1357	21	8	)	)	PUNCT
iogr-1357	21	9	exhibit	exhibit	VERB
iogr-1357	21	10	exceptional	exceptional	ADJ
iogr-1357	21	11	mechanical	mechanical	ADJ
iogr-1357	21	12	strength	strength	NOUN
iogr-1357	21	13	(	(	PUNCT
iogr-1357	21	14	~1	~1	VERB
iogr-1357	21	15	tpa	tpa	NOUN
iogr-1357	21	16	tensile	tensile	NOUN
iogr-1357	21	17	modulus	modulus	NOUN
iogr-1357	21	18	)	)	PUNCT
iogr-1357	21	19	and	and	CCONJ
iogr-1357	21	20	thermal	thermal	ADJ
iogr-1357	21	21	conductivity	conductivity	NOUN
iogr-1357	21	22	(	(	PUNCT
iogr-1357	21	23	~3,000	~3,000	PROPN
iogr-1357	21	24	w	w	X
iogr-1357	21	25	/	/	SYM
iogr-1357	21	26	m·k	m·k	NOUN
iogr-1357	21	27	)	)	PUNCT
iogr-1357	21	28	,	,	PUNCT
iogr-1357	21	29	making	make	VERB
iogr-1357	21	30	them	they	PRON
iogr-1357	21	31	ideal	ideal	ADJ
iogr-1357	21	32	candidates	candidate	NOUN
iogr-1357	21	33	for	for	ADP
iogr-1357	21	34	hpht	hpht	NOUN
iogr-1357	21	35	drilling	drilling	NOUN
iogr-1357	21	36	fluid	fluid	NOUN
iogr-1357	21	37	optimization	optimization	NOUN
iogr-1357	21	38	(	(	PUNCT
iogr-1357	21	39	xing	xing	PROPN
iogr-1357	21	40	et	et	PROPN
iogr-1357	21	41	al	al	PROPN
iogr-1357	21	42	.	.	PROPN
iogr-1357	21	43	2015	2015	NUM
iogr-1357	21	44	)	)	PUNCT
iogr-1357	21	45	.	.	PUNCT
iogr-1357	22	1	studies	study	NOUN
iogr-1357	22	2	demonstrate	demonstrate	VERB
iogr-1357	22	3	that	that	SCONJ
iogr-1357	22	4	mwcntenhanced	mwcntenhance	VERB
iogr-1357	22	5	wbms	wbms	NOUN
iogr-1357	22	6	achieve	achieve	VERB
iogr-1357	22	7	superior	superior	ADJ
iogr-1357	22	8	thermal	thermal	ADJ
iogr-1357	22	9	stability	stability	NOUN
iogr-1357	22	10	,	,	PUNCT
iogr-1357	22	11	reduced	reduce	VERB
iogr-1357	22	12	friction	friction	NOUN
iogr-1357	22	13	coefficients	coefficient	NOUN
iogr-1357	22	14	(	(	PUNCT
iogr-1357	22	15	approaching	approach	VERB
iogr-1357	22	16	obm	obm	NUM
iogr-1357	22	17	performance	performance	NOUN
iogr-1357	22	18	)	)	PUNCT
iogr-1357	22	19	,	,	PUNCT
iogr-1357	22	20	and	and	CCONJ
iogr-1357	22	21	enhanced	enhance	VERB
iogr-1357	22	22	shale	shale	NOUN
iogr-1357	22	23	stabilization	stabilization	NOUN
iogr-1357	22	24	via	via	ADP
iogr-1357	22	25	nano	nano	NOUN
iogr-1357	22	26	-	-	PUNCT
iogr-1357	22	27	scale	scale	NOUN
iogr-1357	22	28	pore	pore	ADJ
iogr-1357	22	29	plugging	plugging	NOUN
iogr-1357	22	30	(	(	PUNCT
iogr-1357	22	31	gbadamosi	gbadamosi	NOUN
iogr-1357	22	32	et	et	PROPN
iogr-1357	22	33	al	al	PROPN
iogr-1357	22	34	.	.	PROPN
iogr-1357	22	35	2018a	2018a	NUM
iogr-1357	22	36	)	)	PUNCT
iogr-1357	22	37	.	.	PUNCT
iogr-1357	23	1	recent	recent	ADJ
iogr-1357	23	2	advances	advance	NOUN
iogr-1357	23	3	in	in	ADP
iogr-1357	23	4	nanoparticle	nanoparticle	NOUN
iogr-1357	23	5	applications	application	NOUN
iogr-1357	23	6	reveal	reveal	VERB
iogr-1357	23	7	three	three	NUM
iogr-1357	23	8	critical	critical	ADJ
iogr-1357	23	9	areas	area	NOUN
iogr-1357	23	10	of	of	ADP
iogr-1357	23	11	improvement	improvement	NOUN
iogr-1357	23	12	:	:	PUNCT
iogr-1357	23	13	(	(	PUNCT
iogr-1357	23	14	1	1	X
iogr-1357	23	15	)	)	PUNCT
iogr-1357	23	16	rheological	rheological	ADJ
iogr-1357	23	17	optimization	optimization	NOUN
iogr-1357	23	18	:	:	PUNCT
iogr-1357	23	19	mwcnts	mwcnt	NOUN
iogr-1357	23	20	amplify	amplify	VERB
iogr-1357	23	21	shear	shear	NOUN
iogr-1357	23	22	-	-	PUNCT
iogr-1357	23	23	thinning	thin	VERB
iogr-1357	23	24	behavior	behavior	NOUN
iogr-1357	23	25	,	,	PUNCT
iogr-1357	23	26	increasing	increase	VERB
iogr-1357	23	27	yield	yield	NOUN
iogr-1357	23	28	point	point	NOUN
iogr-1357	23	29	(	(	PUNCT
iogr-1357	23	30	yp	yp	NOUN
iogr-1357	23	31	)	)	PUNCT
iogr-1357	23	32	and	and	CCONJ
iogr-1357	23	33	gel	gel	NOUN
iogr-1357	23	34	strength	strength	NOUN
iogr-1357	23	35	(	(	PUNCT
iogr-1357	23	36	gs	gs	NOUN
iogr-1357	23	37	)	)	PUNCT
iogr-1357	23	38	through	through	ADP
iogr-1357	23	39	nanotube	nanotube	ADJ
iogr-1357	23	40	entanglement	entanglement	NOUN
iogr-1357	23	41	and	and	CCONJ
iogr-1357	23	42	polymer	polymer	NOUN
iogr-1357	23	43	-	-	PUNCT
iogr-1357	23	44	mwcnt	mwcnt	ADV
iogr-1357	23	45	hydrogen	hydrogen	NOUN
iogr-1357	23	46	bonding	bonding	NOUN
iogr-1357	23	47	(	(	PUNCT
iogr-1357	23	48	aftab	aftab	PROPN
iogr-1357	23	49	et	et	PROPN
iogr-1357	23	50	al	al	PROPN
iogr-1357	23	51	.	.	PROPN
iogr-1357	23	52	,	,	PUNCT
iogr-1357	23	53	2016	2016	NUM
iogr-1357	23	54	)	)	PUNCT
iogr-1357	23	55	;	;	PUNCT
iogr-1357	23	56	(	(	PUNCT
iogr-1357	23	57	2	2	X
iogr-1357	23	58	)	)	PUNCT
iogr-1357	23	59	filtration	filtration	NOUN
iogr-1357	23	60	control	control	NOUN
iogr-1357	23	61	:	:	PUNCT
iogr-1357	23	62	nanofluids	nanofluid	VERB
iogr-1357	23	63	reduce	reduce	VERB
iogr-1357	23	64	api	api	NOUN
iogr-1357	23	65	fluid	fluid	NOUN
iogr-1357	23	66	loss	loss	NOUN
iogr-1357	23	67	by	by	ADP
iogr-1357	23	68	38	38	NUM
iogr-1357	23	69	-	-	SYM
iogr-1357	23	70	65	65	NUM
iogr-1357	23	71	%	%	NOUN
iogr-1357	23	72	and	and	CCONJ
iogr-1357	23	73	filter	filter	NOUN
iogr-1357	23	74	cake	cake	NOUN
iogr-1357	23	75	thickness	thickness	NOUN
iogr-1357	23	76	by	by	ADP
iogr-1357	23	77	30	30	NUM
iogr-1357	23	78	%	%	NOUN
iogr-1357	23	79	via	via	ADP
iogr-1357	23	80	the	the	DET
iogr-1357	23	81	formation	formation	NOUN
iogr-1357	23	82	of	of	ADP
iogr-1357	23	83	impermeable	impermeable	ADJ
iogr-1357	23	84	nanostructured	nanostructure	VERB
iogr-1357	23	85	barriers	barrier	NOUN
iogr-1357	23	86	(	(	PUNCT
iogr-1357	23	87	cai	cai	X
iogr-1357	23	88	et	et	PROPN
iogr-1357	23	89	al	al	PROPN
iogr-1357	23	90	.	.	PROPN
iogr-1357	23	91	2012	2012	NUM
iogr-1357	23	92	)	)	PUNCT
iogr-1357	23	93	;	;	PUNCT
iogr-1357	23	94	(	(	PUNCT
iogr-1357	23	95	3	3	X
iogr-1357	23	96	)	)	PUNCT
iogr-1357	23	97	thermal	thermal	ADJ
iogr-1357	23	98	management	management	NOUN
iogr-1357	23	99	:	:	PUNCT
iogr-1357	23	100	mwcnts	mwcnt	NOUN
iogr-1357	23	101	elevate	elevate	VERB
iogr-1357	23	102	thermal	thermal	ADJ
iogr-1357	23	103	conductivity	conductivity	NOUN
iogr-1357	23	104	by	by	ADP
iogr-1357	23	105	15	15	NUM
iogr-1357	23	106	-	-	SYM
iogr-1357	23	107	25	25	NUM
iogr-1357	23	108	%	%	NOUN
iogr-1357	23	109	at	at	ADP
iogr-1357	23	110	0.5	0.5	NUM
iogr-1357	23	111	-	-	SYM
iogr-1357	23	112	1.0	1.0	NUM
iogr-1357	23	113	wt%	wt%	ADJ
iogr-1357	23	114	,	,	PUNCT
iogr-1357	23	115	mitigating	mitigate	VERB
iogr-1357	23	116	drill	drill	NOUN
iogr-1357	23	117	bit	bit	NOUN
iogr-1357	23	118	overheating	overheat	VERB
iogr-1357	23	119	in	in	ADP
iogr-1357	23	120	geothermal	geothermal	ADJ
iogr-1357	23	121	wells	well	NOUN
iogr-1357	23	122	(	(	PUNCT
iogr-1357	23	123	salem	salem	PROPN
iogr-1357	23	124	ragab	ragab	VERB
iogr-1357	23	125	and	and	CCONJ
iogr-1357	23	126	noah	noah	PROPN
iogr-1357	23	127	2014	2014	NUM
iogr-1357	23	128	)	)	PUNCT
iogr-1357	23	129	.	.	PUNCT
iogr-1357	24	1	despite	despite	SCONJ
iogr-1357	24	2	these	these	DET
iogr-1357	24	3	advancements	advancement	NOUN
iogr-1357	24	4	,	,	PUNCT
iogr-1357	24	5	critical	critical	ADJ
iogr-1357	24	6	gaps	gap	NOUN
iogr-1357	24	7	persist	persist	VERB
iogr-1357	24	8	.	.	PUNCT
iogr-1357	25	1	existing	exist	VERB
iogr-1357	25	2	studies	study	NOUN
iogr-1357	25	3	lack	lack	VERB
iogr-1357	25	4	systematic	systematic	ADJ
iogr-1357	25	5	evaluation	evaluation	NOUN
iogr-1357	25	6	of	of	ADP
iogr-1357	25	7	mwcnt	mwcnt	ADJ
iogr-1357	25	8	concentration	concentration	NOUN
iogr-1357	25	9	thresholds	threshold	NOUN
iogr-1357	25	10	across	across	ADP
iogr-1357	25	11	both	both	CCONJ
iogr-1357	25	12	rheological	rheological	ADJ
iogr-1357	25	13	and	and	CCONJ
iogr-1357	25	14	filtration	filtration	NOUN
iogr-1357	25	15	parameters	parameter	NOUN
iogr-1357	25	16	under	under	ADP
iogr-1357	25	17	standardized	standardized	ADJ
iogr-1357	25	18	hpht	hpht	NOUN
iogr-1357	25	19	conditions	condition	NOUN
iogr-1357	25	20	(	(	PUNCT
iogr-1357	25	21	api	api	NOUN
iogr-1357	25	22	13b-1	13b-1	NUM
iogr-1357	25	23	)	)	PUNCT
iogr-1357	25	24	.	.	PUNCT
iogr-1357	26	1	furthermore	furthermore	ADV
iogr-1357	26	2	,	,	PUNCT
iogr-1357	26	3	the	the	DET
iogr-1357	26	4	interplay	interplay	NOUN
iogr-1357	26	5	between	between	ADP
iogr-1357	26	6	mwcnt	mwcnt	ADJ
iogr-1357	26	7	dispersion	dispersion	NOUN
iogr-1357	26	8	stability	stability	NOUN
iogr-1357	26	9	(	(	PUNCT
iogr-1357	26	10	via	via	ADP
iogr-1357	26	11	surfactants	surfactant	NOUN
iogr-1357	26	12	or	or	CCONJ
iogr-1357	26	13	functionalization	functionalization	NOUN
iogr-1357	26	14	)	)	PUNCT
iogr-1357	26	15	and	and	CCONJ
iogr-1357	26	16	long	long	ADJ
iogr-1357	26	17	-	-	PUNCT
iogr-1357	26	18	term	term	NOUN
iogr-1357	26	19	fluid	fluid	ADJ
iogr-1357	26	20	performance	performance	NOUN
iogr-1357	26	21	remains	remain	VERB
iogr-1357	26	22	underexplored	underexplored	ADJ
iogr-1357	26	23	.	.	PUNCT
iogr-1357	27	1	this	this	DET
iogr-1357	27	2	study	study	NOUN
iogr-1357	27	3	addresses	address	VERB
iogr-1357	27	4	these	these	DET
iogr-1357	27	5	gaps	gap	NOUN
iogr-1357	27	6	by	by	ADP
iogr-1357	27	7	investigating	investigate	VERB
iogr-1357	27	8	the	the	DET
iogr-1357	27	9	concentration	concentration	NOUN
iogr-1357	27	10	-	-	PUNCT
iogr-1357	27	11	dependent	dependent	ADJ
iogr-1357	27	12	efficacy	efficacy	NOUN
iogr-1357	27	13	of	of	ADP
iogr-1357	27	14	cvd	cvd	PROPN
iogr-1357	27	15	-	-	PUNCT
iogr-1357	27	16	synthesized	synthesize	VERB
iogr-1357	27	17	mwcnts	mwcnt	NOUN
iogr-1357	27	18	in	in	ADP
iogr-1357	27	19	a	a	DET
iogr-1357	27	20	bentonite	bentonite	NOUN
iogr-1357	27	21	-	-	PUNCT
iogr-1357	27	22	xanthan	xanthan	NOUN
iogr-1357	27	23	gum	gum	NOUN
iogr-1357	27	24	wbm	wbm	PROPN
iogr-1357	27	25	system	system	NOUN
iogr-1357	27	26	.	.	PUNCT
iogr-1357	28	1	concentrations	concentration	NOUN
iogr-1357	28	2	of	of	ADP
iogr-1357	28	3	0.125	0.125	NUM
iogr-1357	28	4	-	-	SYM
iogr-1357	28	5	1.250	1.250	NUM
iogr-1357	28	6	g/350	g/350	PROPN
iogr-1357	28	7	ml	ml	NOUN
iogr-1357	28	8	were	be	AUX
iogr-1357	28	9	tested	test	VERB
iogr-1357	28	10	to	to	PART
iogr-1357	28	11	quantify	quantify	VERB
iogr-1357	28	12	impacts	impact	NOUN
iogr-1357	28	13	on	on	ADP
iogr-1357	28	14	plastic	plastic	ADJ
iogr-1357	28	15	viscosity	viscosity	NOUN
iogr-1357	28	16	(	(	PUNCT
iogr-1357	28	17	pv	pv	NOUN
iogr-1357	28	18	)	)	PUNCT
iogr-1357	28	19	,	,	PUNCT
iogr-1357	28	20	yp	yp	PROPN
iogr-1357	28	21	,	,	PUNCT
iogr-1357	28	22	gs	gs	NOUN
iogr-1357	28	23	,	,	PUNCT
iogr-1357	28	24	and	and	CCONJ
iogr-1357	28	25	hpht	hpht	NOUN
iogr-1357	28	26	filtration	filtration	NOUN
iogr-1357	28	27	.	.	PUNCT
iogr-1357	29	1	the	the	DET
iogr-1357	29	2	methodology	methodology	NOUN
iogr-1357	29	3	adheres	adhere	VERB
iogr-1357	29	4	to	to	PART
iogr-1357	29	5	api	api	VERB
iogr-1357	29	6	13b1	13b1	NUM
iogr-1357	29	7	protocols	protocol	NOUN
iogr-1357	29	8	,	,	PUNCT
iogr-1357	29	9	with	with	ADP
iogr-1357	29	10	dispersion	dispersion	NOUN
iogr-1357	29	11	achieved	achieve	VERB
iogr-1357	29	12	via	via	ADP
iogr-1357	29	13	4	4	NUM
iogr-1357	29	14	-	-	PUNCT
iogr-1357	29	15	hour	hour	NOUN
iogr-1357	29	16	ultrasonication	ultrasonication	NOUN
iogr-1357	29	17	.	.	PUNCT
iogr-1357	30	1	results	result	NOUN
iogr-1357	30	2	demonstrate	demonstrate	VERB
iogr-1357	30	3	that	that	SCONJ
iogr-1357	30	4	1.250	1.250	NUM
iogr-1357	30	5	g	g	ADP
iogr-1357	30	6	mwcnt	mwcnt	ADJ
iogr-1357	30	7	loading	loading	NOUN
iogr-1357	30	8	optimally	optimally	ADV
iogr-1357	30	9	enhances	enhance	VERB
iogr-1357	30	10	fluid	fluid	ADJ
iogr-1357	30	11	loss	loss	NOUN
iogr-1357	30	12	resistance	resistance	NOUN
iogr-1357	30	13	(	(	PUNCT
iogr-1357	30	14	38	38	NUM
iogr-1357	30	15	%	%	NOUN
iogr-1357	30	16	reduction	reduction	NOUN
iogr-1357	30	17	)	)	PUNCT
iogr-1357	30	18	and	and	CCONJ
iogr-1357	30	19	yp	yp	PROPN
iogr-1357	30	20	(	(	PUNCT
iogr-1357	30	21	22	22	NUM
iogr-1357	30	22	%	%	NOUN
iogr-1357	30	23	increase	increase	NOUN
iogr-1357	30	24	)	)	PUNCT
iogr-1357	30	25	while	while	SCONJ
iogr-1357	30	26	maintaining	maintain	VERB
iogr-1357	30	27	pumpable	pumpable	ADJ
iogr-1357	30	28	pv	pv	NOUN
iogr-1357	30	29	,	,	PUNCT
iogr-1357	30	30	providing	provide	VERB
iogr-1357	30	31	actionable	actionable	ADJ
iogr-1357	30	32	insights	insight	NOUN
iogr-1357	30	33	for	for	ADP
iogr-1357	30	34	designing	design	VERB
iogr-1357	30	35	next	next	ADJ
iogr-1357	30	36	-	-	PUNCT
iogr-1357	30	37	generation	generation	NOUN
iogr-1357	30	38	hpht	hpht	NOUN
iogr-1357	30	39	drilling	drilling	NOUN
iogr-1357	30	40	fluids	fluid	NOUN
iogr-1357	30	41	.	.	PUNCT
iogr-1357	31	1	materials	material	NOUN
iogr-1357	31	2	and	and	CCONJ
iogr-1357	31	3	methods	method	NOUN
iogr-1357	31	4	synthesis	synthesis	NOUN
iogr-1357	31	5	of	of	ADP
iogr-1357	31	6	mwcnt	mwcnt	ADV
iogr-1357	31	7	.	.	PUNCT
iogr-1357	32	1	multi	multi	ADJ
iogr-1357	32	2	-	-	ADJ
iogr-1357	32	3	walled	walled	ADJ
iogr-1357	32	4	carbon	carbon	NOUN
iogr-1357	32	5	nanotubes	nanotube	NOUN
iogr-1357	32	6	(	(	PUNCT
iogr-1357	32	7	mwcnts	mwcnt	NOUN
iogr-1357	32	8	)	)	PUNCT
iogr-1357	32	9	were	be	AUX
iogr-1357	32	10	synthesized	synthesize	VERB
iogr-1357	32	11	via	via	ADP
iogr-1357	32	12	a	a	DET
iogr-1357	32	13	chemical	chemical	NOUN
iogr-1357	32	14	process	process	NOUN
iogr-1357	32	15	at	at	ADP
iogr-1357	32	16	a	a	DET
iogr-1357	32	17	temperature	temperature	NOUN
iogr-1357	32	18	of	of	ADP
iogr-1357	32	19	720	720	NUM
iogr-1357	32	20	°	°	NOUN
iogr-1357	32	21	c	c	NOUN
iogr-1357	32	22	,	,	PUNCT
iogr-1357	32	23	utilizing	utilize	VERB
iogr-1357	32	24	calcium	calcium	NOUN
iogr-1357	32	25	carbonate	carbonate	NOUN
iogr-1357	32	26	(	(	PUNCT
iogr-1357	32	27	caco₃	caco₃	NOUN
iogr-1357	32	28	)	)	PUNCT
iogr-1357	32	29	as	as	ADP
iogr-1357	32	30	a	a	DET
iogr-1357	32	31	catalyst	catalyst	NOUN
iogr-1357	32	32	.	.	PUNCT
iogr-1357	33	1	during	during	ADP
iogr-1357	33	2	the	the	DET
iogr-1357	33	3	synthesis	synthesis	NOUN
iogr-1357	33	4	,	,	PUNCT
iogr-1357	33	5	the	the	DET
iogr-1357	33	6	ph	ph	ADJ
iogr-1357	33	7	level	level	NOUN
iogr-1357	33	8	of	of	ADP
iogr-1357	33	9	the	the	DET
iogr-1357	33	10	resulting	result	VERB
iogr-1357	33	11	suspension	suspension	NOUN
iogr-1357	33	12	was	be	AUX
iogr-1357	33	13	carefully	carefully	ADV
iogr-1357	33	14	maintained	maintain	VERB
iogr-1357	33	15	at	at	ADP
iogr-1357	33	16	7.0	7.0	NUM
iogr-1357	33	17	to	to	PART
iogr-1357	33	18	ensure	ensure	VERB
iogr-1357	33	19	optimal	optimal	ADJ
iogr-1357	33	20	reaction	reaction	NOUN
iogr-1357	33	21	conditions	condition	NOUN
iogr-1357	33	22	.	.	PUNCT
iogr-1357	34	1	after	after	SCONJ
iogr-1357	34	2	the	the	DET
iogr-1357	34	3	synthesis	synthesis	NOUN
iogr-1357	34	4	reaction	reaction	NOUN
iogr-1357	34	5	was	be	AUX
iogr-1357	34	6	completed	complete	VERB
iogr-1357	34	7	,	,	PUNCT
iogr-1357	34	8	the	the	DET
iogr-1357	34	9	mixture	mixture	NOUN
iogr-1357	34	10	was	be	AUX
iogr-1357	34	11	subjected	subject	VERB
iogr-1357	34	12	to	to	ADP
iogr-1357	34	13	a	a	DET
iogr-1357	34	14	heating	heating	NOUN
iogr-1357	34	15	and	and	CCONJ
iogr-1357	34	16	drying	dry	VERB
iogr-1357	34	17	process	process	NOUN
iogr-1357	34	18	.	.	PUNCT
iogr-1357	35	1	it	it	PRON
iogr-1357	35	2	was	be	AUX
iogr-1357	35	3	placed	place	VERB
iogr-1357	35	4	in	in	ADP
iogr-1357	35	5	an	an	DET
iogr-1357	35	6	oven	oven	NOUN
iogr-1357	35	7	at	at	ADP
iogr-1357	35	8	120	120	NUM
iogr-1357	35	9	°	°	NOUN
iogr-1357	35	10	c	c	NOUN
iogr-1357	35	11	and	and	CCONJ
iogr-1357	35	12	left	leave	VERB
iogr-1357	35	13	overnight	overnight	ADV
iogr-1357	35	14	to	to	PART
iogr-1357	35	15	remove	remove	VERB
iogr-1357	35	16	any	any	DET
iogr-1357	35	17	remaining	remain	VERB
iogr-1357	35	18	moisture	moisture	NOUN
iogr-1357	35	19	and	and	CCONJ
iogr-1357	35	20	facilitate	facilitate	VERB
iogr-1357	35	21	the	the	DET
iogr-1357	35	22	formation	formation	NOUN
iogr-1357	35	23	of	of	ADP
iogr-1357	35	24	the	the	DET
iogr-1357	35	25	final	final	ADJ
iogr-1357	35	26	mwcnt	mwcnt	ADJ
iogr-1357	35	27	product	product	NOUN
iogr-1357	35	28	.	.	PUNCT
iogr-1357	36	1	water	water	NOUN
iogr-1357	36	2	-	-	PUNCT
iogr-1357	36	3	based	base	VERB
iogr-1357	36	4	drilling	drilling	NOUN
iogr-1357	36	5	mud	mud	NOUN
iogr-1357	36	6	(	(	PUNCT
iogr-1357	36	7	wbdm	wbdm	NOUN
iogr-1357	36	8	)	)	PUNCT
iogr-1357	36	9	.	.	PUNCT
iogr-1357	37	1	in	in	ADP
iogr-1357	37	2	the	the	DET
iogr-1357	37	3	petroleum	petroleum	NOUN
iogr-1357	37	4	industry	industry	NOUN
iogr-1357	37	5	,	,	PUNCT
iogr-1357	37	6	water	water	NOUN
iogr-1357	37	7	-	-	PUNCT
iogr-1357	37	8	based	base	VERB
iogr-1357	37	9	drilling	drilling	NOUN
iogr-1357	37	10	mud	mud	NOUN
iogr-1357	37	11	(	(	PUNCT
iogr-1357	37	12	wbdm	wbdm	NOUN
iogr-1357	37	13	)	)	PUNCT
iogr-1357	37	14	is	be	AUX
iogr-1357	37	15	the	the	DET
iogr-1357	37	16	most	most	ADV
iogr-1357	37	17	used	used	ADJ
iogr-1357	37	18	drilling	drilling	NOUN
iogr-1357	37	19	fluid	fluid	NOUN
iogr-1357	37	20	.	.	PUNCT
iogr-1357	38	1	in	in	ADP
iogr-1357	38	2	wbdm	wbdm	NOUN
iogr-1357	38	3	,	,	PUNCT
iogr-1357	38	4	water	water	NOUN
iogr-1357	38	5	acts	act	VERB
iogr-1357	38	6	as	as	ADP
iogr-1357	38	7	the	the	DET
iogr-1357	38	8	continuous	continuous	ADJ
iogr-1357	38	9	phase	phase	NOUN
iogr-1357	38	10	,	,	PUNCT
iogr-1357	38	11	which	which	PRON
iogr-1357	38	12	fundamentally	fundamentally	ADV
iogr-1357	38	13	determines	determine	VERB
iogr-1357	38	14	the	the	DET
iogr-1357	38	15	initial	initial	ADJ
iogr-1357	38	16	rheological	rheological	ADJ
iogr-1357	38	17	properties	property	NOUN
iogr-1357	38	18	of	of	ADP
iogr-1357	38	19	the	the	DET
iogr-1357	38	20	mud	mud	NOUN
iogr-1357	38	21	.	.	PUNCT
iogr-1357	39	1	for	for	ADP
iogr-1357	39	2	this	this	DET
iogr-1357	39	3	research	research	NOUN
iogr-1357	39	4	,	,	PUNCT
iogr-1357	39	5	a	a	DET
iogr-1357	39	6	water	water	NOUN
iogr-1357	39	7	-	-	PUNCT
iogr-1357	39	8	based	base	VERB
iogr-1357	39	9	drilling	drilling	NOUN
iogr-1357	39	10	fluid	fluid	NOUN
iogr-1357	39	11	(	(	PUNCT
iogr-1357	39	12	wbdf	wbdf	NOUN
iogr-1357	39	13	)	)	PUNCT
iogr-1357	39	14	system	system	NOUN
iogr-1357	39	15	was	be	AUX
iogr-1357	39	16	prepared	prepare	VERB
iogr-1357	39	17	in	in	ADP
iogr-1357	39	18	strict	strict	ADJ
iogr-1357	39	19	accordance	accordance	NOUN
iogr-1357	39	20	with	with	ADP
iogr-1357	39	21	the	the	DET
iogr-1357	39	22	standards	standard	NOUN
iogr-1357	39	23	of	of	ADP
iogr-1357	39	24	api	api	NOUN
iogr-1357	39	25	specification	specification	NOUN
iogr-1357	39	26	13a	13a	PROPN
iogr-1357	39	27	(	(	PUNCT
iogr-1357	39	28	2010	2010	NUM
iogr-1357	39	29	)	)	PUNCT
iogr-1357	39	30	.	.	PUNCT
iogr-1357	40	1	fresh	fresh	ADJ
iogr-1357	40	2	water	water	NOUN
iogr-1357	40	3	was	be	AUX
iogr-1357	40	4	mixed	mix	VERB
iogr-1357	40	5	with	with	ADP
iogr-1357	40	6	6	6	NUM
iogr-1357	40	7	w	w	NOUN
iogr-1357	40	8	/	/	SYM
iogr-1357	40	9	v%	v%	NOUN
iogr-1357	40	10	na	na	NOUN
iogr-1357	40	11	-	-	NOUN
iogr-1357	40	12	bentonite	bentonite	NOUN
iogr-1357	40	13	,	,	PUNCT
iogr-1357	40	14	where	where	SCONJ
iogr-1357	40	15	the	the	DET
iogr-1357	40	16	sodiumtype	sodiumtype	ADJ
iogr-1357	40	17	particles	particle	NOUN
iogr-1357	40	18	of	of	ADP
iogr-1357	40	19	the	the	DET
iogr-1357	40	20	bentonite	bentonite	NOUN
iogr-1357	40	21	were	be	AUX
iogr-1357	40	22	smaller	small	ADJ
iogr-1357	40	23	than	than	ADP
iogr-1357	40	24	75	75	NUM
iogr-1357	40	25	μm	μm	NOUN
iogr-1357	40	26	.	.	PUNCT
iogr-1357	41	1	to	to	PART
iogr-1357	41	2	adjust	adjust	VERB
iogr-1357	41	3	the	the	DET
iogr-1357	41	4	fluid	fluid	NOUN
iogr-1357	41	5	's	's	PART
iogr-1357	41	6	ph	ph	NOUN
iogr-1357	41	7	to	to	ADP
iogr-1357	41	8	a	a	DET
iogr-1357	41	9	range	range	NOUN
iogr-1357	41	10	of	of	ADP
iogr-1357	41	11	9.5	9.5	NUM
iogr-1357	41	12	-	-	SYM
iogr-1357	41	13	10	10	NUM
iogr-1357	41	14	,	,	PUNCT
iogr-1357	41	15	sodium	sodium	NOUN
iogr-1357	41	16	hydroxide	hydroxide	NOUN
iogr-1357	41	17	(	(	PUNCT
iogr-1357	41	18	naoh	naoh	PROPN
iogr-1357	41	19	)	)	PUNCT
iogr-1357	41	20	was	be	AUX
iogr-1357	41	21	added	add	VERB
iogr-1357	41	22	.	.	PUNCT
iogr-1357	42	1	after	after	ADP
iogr-1357	42	2	the	the	DET
iogr-1357	42	3	addition	addition	NOUN
iogr-1357	42	4	of	of	ADP
iogr-1357	42	5	all	all	DET
iogr-1357	42	6	components	component	NOUN
iogr-1357	42	7	,	,	PUNCT
iogr-1357	42	8	the	the	DET
iogr-1357	42	9	mixture	mixture	NOUN
iogr-1357	42	10	was	be	AUX
iogr-1357	42	11	stirred	stir	VERB
iogr-1357	42	12	for	for	ADP
iogr-1357	42	13	30	30	NUM
iogr-1357	42	14	minutes	minute	NOUN
iogr-1357	42	15	using	use	VERB
iogr-1357	42	16	a	a	DET
iogr-1357	42	17	high	high	ADJ
iogr-1357	42	18	-	-	PUNCT
iogr-1357	42	19	speed	speed	NOUN
iogr-1357	42	20	stirrer	stirrer	NOUN
iogr-1357	42	21	to	to	PART
iogr-1357	42	22	ensure	ensure	VERB
iogr-1357	42	23	uniform	uniform	ADJ
iogr-1357	42	24	dispersion	dispersion	NOUN
iogr-1357	42	25	,	,	PUNCT
iogr-1357	42	26	and	and	CCONJ
iogr-1357	42	27	this	this	DET
iogr-1357	42	28	mixture	mixture	NOUN
iogr-1357	42	29	served	serve	VERB
iogr-1357	42	30	as	as	ADP
iogr-1357	42	31	the	the	DET
iogr-1357	42	32	baseline	baseline	NOUN
iogr-1357	42	33	sample	sample	NOUN
iogr-1357	42	34	.	.	PUNCT
iogr-1357	43	1	to	to	PART
iogr-1357	43	2	investigate	investigate	VERB
iogr-1357	43	3	the	the	DET
iogr-1357	43	4	influence	influence	NOUN
iogr-1357	43	5	of	of	ADP
iogr-1357	43	6	multi	multi	ADJ
iogr-1357	43	7	-	-	ADJ
iogr-1357	43	8	walled	walled	ADJ
iogr-1357	43	9	carbon	carbon	NOUN
iogr-1357	43	10	nanotubes	nanotube	NOUN
iogr-1357	43	11	(	(	PUNCT
iogr-1357	43	12	mwcnts	mwcnt	NOUN
iogr-1357	43	13	)	)	PUNCT
iogr-1357	43	14	on	on	ADP
iogr-1357	43	15	the	the	DET
iogr-1357	43	16	properties	property	NOUN
iogr-1357	43	17	of	of	ADP
iogr-1357	43	18	wbdm	wbdm	NOUN
iogr-1357	43	19	,	,	PUNCT
iogr-1357	43	20	the	the	DET
iogr-1357	43	21	baseline	baseline	NOUN
iogr-1357	43	22	formulation	formulation	NOUN
iogr-1357	43	23	was	be	AUX
iogr-1357	43	24	modified	modify	VERB
iogr-1357	43	25	by	by	ADP
iogr-1357	43	26	incorporating	incorporate	VERB
iogr-1357	43	27	different	different	ADJ
iogr-1357	43	28	concentrations	concentration	NOUN
iogr-1357	43	29	of	of	ADP
iogr-1357	43	30	mwcnts	mwcnt	NOUN
iogr-1357	43	31	,	,	PUNCT
iogr-1357	43	32	specifically	specifically	ADV
iogr-1357	43	33	0.125	0.125	NUM
iogr-1357	43	34	,	,	PUNCT
iogr-1357	43	35	improved	improve	VERB
iogr-1357	43	36	oil	oil	NOUN
iogr-1357	43	37	and	and	CCONJ
iogr-1357	43	38	gas	gas	NOUN
iogr-1357	43	39	recovery	recovery	NOUN
iogr-1357	43	40	3	3	NUM
iogr-1357	43	41	0.250	0.250	NUM
iogr-1357	43	42	,	,	PUNCT
iogr-1357	43	43	0.500	0.500	NUM
iogr-1357	43	44	,	,	PUNCT
iogr-1357	43	45	0.750	0.750	NUM
iogr-1357	43	46	,	,	PUNCT
iogr-1357	43	47	and	and	CCONJ
iogr-1357	43	48	1.25	1.25	NUM
iogr-1357	43	49	g.	g.	NOUN
iogr-1357	43	50	each	each	DET
iogr-1357	43	51	mwcnt	mwcnt	ADV
iogr-1357	43	52	-	-	PUNCT
iogr-1357	43	53	enhanced	enhance	VERB
iogr-1357	43	54	mixture	mixture	NOUN
iogr-1357	43	55	was	be	AUX
iogr-1357	43	56	stirred	stir	VERB
iogr-1357	43	57	for	for	ADP
iogr-1357	43	58	three	three	NUM
iogr-1357	43	59	minutes	minute	NOUN
iogr-1357	43	60	to	to	PART
iogr-1357	43	61	initially	initially	ADV
iogr-1357	43	62	disperse	disperse	VERB
iogr-1357	43	63	the	the	DET
iogr-1357	43	64	nanotubes	nanotube	NOUN
iogr-1357	43	65	in	in	ADP
iogr-1357	43	66	the	the	DET
iogr-1357	43	67	mud	mud	NOUN
iogr-1357	43	68	.	.	PUNCT
iogr-1357	44	1	subsequently	subsequently	ADV
iogr-1357	44	2	,	,	PUNCT
iogr-1357	44	3	the	the	DET
iogr-1357	44	4	mixtures	mixture	NOUN
iogr-1357	44	5	were	be	AUX
iogr-1357	44	6	aged	age	VERB
iogr-1357	44	7	for	for	ADP
iogr-1357	44	8	16	16	NUM
iogr-1357	44	9	hours	hour	NOUN
iogr-1357	44	10	at	at	ADP
iogr-1357	44	11	an	an	DET
iogr-1357	44	12	ambient	ambient	ADJ
iogr-1357	44	13	temperature	temperature	NOUN
iogr-1357	44	14	of	of	ADP
iogr-1357	44	15	25	25	NUM
iogr-1357	44	16	°	°	NOUN
iogr-1357	44	17	c	c	NOUN
iogr-1357	44	18	to	to	PART
iogr-1357	44	19	allow	allow	VERB
iogr-1357	44	20	for	for	ADP
iogr-1357	44	21	any	any	DET
iogr-1357	44	22	potential	potential	ADJ
iogr-1357	44	23	interactions	interaction	NOUN
iogr-1357	44	24	between	between	ADP
iogr-1357	44	25	the	the	DET
iogr-1357	44	26	mwcnts	mwcnt	NOUN
iogr-1357	44	27	and	and	CCONJ
iogr-1357	44	28	the	the	DET
iogr-1357	44	29	other	other	ADJ
iogr-1357	44	30	components	component	NOUN
iogr-1357	44	31	of	of	ADP
iogr-1357	44	32	the	the	DET
iogr-1357	44	33	mud	mud	NOUN
iogr-1357	44	34	to	to	PART
iogr-1357	44	35	reach	reach	VERB
iogr-1357	44	36	a	a	DET
iogr-1357	44	37	stable	stable	ADJ
iogr-1357	44	38	state	state	NOUN
iogr-1357	44	39	.	.	PUNCT
iogr-1357	45	1	table	table	NOUN
iogr-1357	45	2	1	1	NUM
iogr-1357	45	3	presents	present	VERB
iogr-1357	45	4	a	a	DET
iogr-1357	45	5	detailed	detailed	ADJ
iogr-1357	45	6	comparison	comparison	NOUN
iogr-1357	45	7	of	of	ADP
iogr-1357	45	8	the	the	DET
iogr-1357	45	9	formulations	formulation	NOUN
iogr-1357	45	10	of	of	ADP
iogr-1357	45	11	the	the	DET
iogr-1357	45	12	standard	standard	ADJ
iogr-1357	45	13	wbdm	wbdm	NOUN
iogr-1357	45	14	and	and	CCONJ
iogr-1357	45	15	the	the	DET
iogr-1357	45	16	mwcnt	mwcnt	ADV
iogr-1357	45	17	-	-	PUNCT
iogr-1357	45	18	enhanced	enhance	VERB
iogr-1357	45	19	wbdm	wbdm	NOUN
iogr-1357	45	20	.	.	PUNCT
iogr-1357	46	1	table	table	NOUN
iogr-1357	46	2	1	1	NUM
iogr-1357	46	3	—	—	PUNCT
iogr-1357	46	4	formulations	formulation	NOUN
iogr-1357	46	5	of	of	ADP
iogr-1357	46	6	conventional	conventional	ADJ
iogr-1357	46	7	and	and	CCONJ
iogr-1357	46	8	mwcnts	mwcnt	NOUN
iogr-1357	46	9	added	add	VERB
iogr-1357	46	10	wbdm	wbdm	NOUN
iogr-1357	46	11	.	.	PUNCT
iogr-1357	47	1	materials	material	NOUN
iogr-1357	47	2	base	base	NOUN
iogr-1357	47	3	base	base	NOUN
iogr-1357	47	4	+	+	CCONJ
iogr-1357	47	5	0.125	0.125	NUM
iogr-1357	47	6	(	(	PUNCT
iogr-1357	47	7	g	g	NOUN
iogr-1357	47	8	)	)	PUNCT
iogr-1357	47	9	mwcnt	mwcnt	ADJ
iogr-1357	47	10	base	base	NOUN
iogr-1357	47	11	+	+	CCONJ
iogr-1357	47	12	0.250	0.250	NUM
iogr-1357	47	13	(	(	PUNCT
iogr-1357	47	14	g	g	NOUN
iogr-1357	47	15	)	)	PUNCT
iogr-1357	47	16	mwcnt	mwcnt	ADJ
iogr-1357	47	17	base	base	NOUN
iogr-1357	47	18	+	+	CCONJ
iogr-1357	47	19	0.500	0.500	NUM
iogr-1357	47	20	(	(	PUNCT
iogr-1357	47	21	g	g	NOUN
iogr-1357	47	22	)	)	PUNCT
iogr-1357	47	23	mwcnt	mwcnt	ADJ
iogr-1357	47	24	base	base	NOUN
iogr-1357	47	25	+	+	CCONJ
iogr-1357	47	26	0.750	0.750	NUM
iogr-1357	47	27	(	(	PUNCT
iogr-1357	47	28	g	g	NOUN
iogr-1357	47	29	)	)	PUNCT
iogr-1357	47	30	mwcnt	mwcnt	ADJ
iogr-1357	47	31	base	base	NOUN
iogr-1357	47	32	+	+	CCONJ
iogr-1357	47	33	1.250	1.250	NUM
iogr-1357	47	34	(	(	PUNCT
iogr-1357	47	35	g	g	NOUN
iogr-1357	47	36	)	)	PUNCT
iogr-1357	47	37	mwcnt	mwcnt	ADJ
iogr-1357	47	38	water	water	NOUN
iogr-1357	48	1	[	[	X
iogr-1357	48	2	g	g	X
iogr-1357	48	3	]	]	X
iogr-1357	48	4	350	350	NUM
iogr-1357	48	5	350	350	NUM
iogr-1357	48	6	350	350	NUM
iogr-1357	48	7	350	350	NUM
iogr-1357	48	8	350	350	NUM
iogr-1357	48	9	350	350	NUM
iogr-1357	48	10	polypac	polypac	NOUN
iogr-1357	49	1	[	[	X
iogr-1357	49	2	g	g	X
iogr-1357	49	3	]	]	X
iogr-1357	49	4	1	1	NUM
iogr-1357	49	5	1	1	NUM
iogr-1357	49	6	1	1	NUM
iogr-1357	49	7	1	1	NUM
iogr-1357	49	8	1	1	NUM
iogr-1357	49	9	1	1	NUM
iogr-1357	49	10	pac	pac	NOUN
iogr-1357	50	1	[	[	X
iogr-1357	50	2	g	g	X
iogr-1357	50	3	]	]	X
iogr-1357	50	4	0.5	0.5	NUM
iogr-1357	50	5	0.5	0.5	NUM
iogr-1357	50	6	0.5	0.5	NUM
iogr-1357	50	7	0.5	0.5	NUM
iogr-1357	50	8	0.5	0.5	NUM
iogr-1357	50	9	0.5	0.5	NUM
iogr-1357	50	10	soda	soda	NOUN
iogr-1357	50	11	ash	ash	NOUN
iogr-1357	50	12	[	[	X
iogr-1357	50	13	g	g	X
iogr-1357	50	14	]	]	X
iogr-1357	50	15	4	4	NUM
iogr-1357	50	16	4	4	NUM
iogr-1357	50	17	4	4	NUM
iogr-1357	50	18	4	4	NUM
iogr-1357	50	19	4	4	NUM
iogr-1357	50	20	4	4	NUM
iogr-1357	50	21	bentonite	bentonite	NOUN
iogr-1357	50	22	[	[	X
iogr-1357	50	23	g	g	X
iogr-1357	50	24	]	]	X
iogr-1357	50	25	10	10	NUM
iogr-1357	50	26	10	10	NUM
iogr-1357	50	27	10	10	NUM
iogr-1357	50	28	10	10	NUM
iogr-1357	50	29	10	10	NUM
iogr-1357	50	30	10	10	NUM
iogr-1357	50	31	barite	barite	NOUN
iogr-1357	50	32	[	[	X
iogr-1357	50	33	g	g	X
iogr-1357	50	34	]	]	X
iogr-1357	50	35	150	150	NUM
iogr-1357	50	36	150	150	NUM
iogr-1357	50	37	150	150	NUM
iogr-1357	50	38	150	150	NUM
iogr-1357	50	39	150	150	NUM
iogr-1357	50	40	150	150	NUM
iogr-1357	50	41	carbopol	carbopol	NOUN
iogr-1357	51	1	[	[	X
iogr-1357	51	2	g	g	X
iogr-1357	51	3	]	]	X
iogr-1357	51	4	0.08	0.08	NUM
iogr-1357	51	5	0.08	0.08	NUM
iogr-1357	51	6	0.08	0.08	NUM
iogr-1357	51	7	0.08	0.08	NUM
iogr-1357	51	8	0.08	0.08	NUM
iogr-1357	51	9	0.08	0.08	NUM
iogr-1357	51	10	mwcnt	mwcnt	ADJ
iogr-1357	51	11	-	-	PUNCT
iogr-1357	51	12	cooh	cooh	NOUN
iogr-1357	51	13	[	[	X
iogr-1357	51	14	g	g	X
iogr-1357	51	15	]	]	X
iogr-1357	51	16	0	0	NUM
iogr-1357	51	17	0.125	0.125	NUM
iogr-1357	51	18	0.25	0.25	NUM
iogr-1357	51	19	0.5	0.5	NUM
iogr-1357	51	20	0.75	0.75	NUM
iogr-1357	51	21	1.25	1.25	NUM
iogr-1357	51	22	analysis	analysis	NOUN
iogr-1357	51	23	of	of	ADP
iogr-1357	51	24	drilling	drill	VERB
iogr-1357	51	25	mud	mud	NOUN
iogr-1357	51	26	properties	property	NOUN
iogr-1357	51	27	.	.	PUNCT
iogr-1357	52	1	a	a	DET
iogr-1357	52	2	comprehensive	comprehensive	ADJ
iogr-1357	52	3	set	set	NOUN
iogr-1357	52	4	of	of	ADP
iogr-1357	52	5	analyses	analysis	NOUN
iogr-1357	52	6	was	be	AUX
iogr-1357	52	7	carried	carry	VERB
iogr-1357	52	8	out	out	ADP
iogr-1357	52	9	to	to	PART
iogr-1357	52	10	compare	compare	VERB
iogr-1357	52	11	the	the	DET
iogr-1357	52	12	physical	physical	ADJ
iogr-1357	52	13	and	and	CCONJ
iogr-1357	52	14	chemical	chemical	NOUN
iogr-1357	52	15	properties	property	NOUN
iogr-1357	52	16	of	of	ADP
iogr-1357	52	17	the	the	DET
iogr-1357	52	18	baseline	baseline	NOUN
iogr-1357	52	19	sample	sample	NOUN
iogr-1357	52	20	and	and	CCONJ
iogr-1357	52	21	the	the	DET
iogr-1357	52	22	mwcnt	mwcnt	ADV
iogr-1357	52	23	-	-	PUNCT
iogr-1357	52	24	modified	modify	VERB
iogr-1357	52	25	drilling	drilling	NOUN
iogr-1357	52	26	mud	mud	NOUN
iogr-1357	52	27	.	.	PUNCT
iogr-1357	53	1	the	the	DET
iogr-1357	53	2	elemental	elemental	ADJ
iogr-1357	53	3	composition	composition	NOUN
iogr-1357	53	4	of	of	ADP
iogr-1357	53	5	the	the	DET
iogr-1357	53	6	na	na	NOUN
iogr-1357	53	7	-	-	NOUN
iogr-1357	53	8	bentonite	bentonite	NOUN
iogr-1357	53	9	used	use	VERB
iogr-1357	53	10	in	in	ADP
iogr-1357	53	11	the	the	DET
iogr-1357	53	12	mud	mud	NOUN
iogr-1357	53	13	formulation	formulation	NOUN
iogr-1357	53	14	was	be	AUX
iogr-1357	53	15	determined	determine	VERB
iogr-1357	53	16	through	through	ADP
iogr-1357	53	17	x	x	ADJ
iogr-1357	53	18	-	-	NOUN
iogr-1357	53	19	ray	ray	NOUN
iogr-1357	53	20	fluorescence	fluorescence	NOUN
iogr-1357	53	21	(	(	PUNCT
iogr-1357	53	22	xrf	xrf	PROPN
iogr-1357	53	23	)	)	PUNCT
iogr-1357	53	24	analysis	analysis	NOUN
iogr-1357	53	25	.	.	PUNCT
iogr-1357	54	1	this	this	DET
iogr-1357	54	2	technique	technique	NOUN
iogr-1357	54	3	provided	provide	VERB
iogr-1357	54	4	valuable	valuable	ADJ
iogr-1357	54	5	information	information	NOUN
iogr-1357	54	6	about	about	ADP
iogr-1357	54	7	the	the	DET
iogr-1357	54	8	chemical	chemical	ADJ
iogr-1357	54	9	makeup	makeup	NOUN
iogr-1357	54	10	of	of	ADP
iogr-1357	54	11	the	the	DET
iogr-1357	54	12	bentonite	bentonite	NOUN
iogr-1357	54	13	,	,	PUNCT
iogr-1357	54	14	which	which	PRON
iogr-1357	54	15	could	could	AUX
iogr-1357	54	16	potentially	potentially	ADV
iogr-1357	54	17	affect	affect	VERB
iogr-1357	54	18	the	the	DET
iogr-1357	54	19	properties	property	NOUN
iogr-1357	54	20	of	of	ADP
iogr-1357	54	21	the	the	DET
iogr-1357	54	22	drilling	drilling	NOUN
iogr-1357	54	23	mud	mud	NOUN
iogr-1357	54	24	.	.	PUNCT
iogr-1357	55	1	the	the	DET
iogr-1357	55	2	filtration	filtration	NOUN
iogr-1357	55	3	and	and	CCONJ
iogr-1357	55	4	rheological	rheological	ADJ
iogr-1357	55	5	properties	property	NOUN
iogr-1357	55	6	of	of	ADP
iogr-1357	55	7	the	the	DET
iogr-1357	55	8	drilling	drilling	NOUN
iogr-1357	55	9	fluids	fluid	NOUN
iogr-1357	55	10	were	be	AUX
iogr-1357	55	11	evaluated	evaluate	VERB
iogr-1357	55	12	following	follow	VERB
iogr-1357	55	13	the	the	DET
iogr-1357	55	14	standards	standard	NOUN
iogr-1357	55	15	of	of	ADP
iogr-1357	55	16	api	api	NOUN
iogr-1357	55	17	13b-1	13b-1	NUM
iogr-1357	55	18	.	.	PUNCT
iogr-1357	56	1	a	a	DET
iogr-1357	56	2	fann	fann	PROPN
iogr-1357	56	3	35	35	NUM
iogr-1357	56	4	viscometer	viscometer	NOUN
iogr-1357	56	5	was	be	AUX
iogr-1357	56	6	employed	employ	VERB
iogr-1357	56	7	to	to	PART
iogr-1357	56	8	measure	measure	VERB
iogr-1357	56	9	the	the	DET
iogr-1357	56	10	rheological	rheological	ADJ
iogr-1357	56	11	parameters	parameter	NOUN
iogr-1357	56	12	,	,	PUNCT
iogr-1357	56	13	including	include	VERB
iogr-1357	56	14	apparent	apparent	ADJ
iogr-1357	56	15	viscosity	viscosity	NOUN
iogr-1357	56	16	(	(	PUNCT
iogr-1357	56	17	av	av	NOUN
iogr-1357	56	18	)	)	PUNCT
iogr-1357	56	19	,	,	PUNCT
iogr-1357	56	20	plastic	plastic	NOUN
iogr-1357	56	21	viscosity	viscosity	NOUN
iogr-1357	56	22	(	(	PUNCT
iogr-1357	56	23	pv	pv	NOUN
iogr-1357	56	24	)	)	PUNCT
iogr-1357	56	25	,	,	PUNCT
iogr-1357	56	26	yield	yield	NOUN
iogr-1357	56	27	point	point	NOUN
iogr-1357	56	28	(	(	PUNCT
iogr-1357	56	29	yp	yp	NOUN
iogr-1357	56	30	)	)	PUNCT
iogr-1357	56	31	,	,	PUNCT
iogr-1357	56	32	and	and	CCONJ
iogr-1357	56	33	gel	gel	NOUN
iogr-1357	56	34	strength	strength	NOUN
iogr-1357	56	35	(	(	PUNCT
iogr-1357	56	36	gs	gs	NOUN
iogr-1357	56	37	)	)	PUNCT
iogr-1357	56	38	.	.	PUNCT
iogr-1357	57	1	the	the	DET
iogr-1357	57	2	viscometer	viscometer	NOUN
iogr-1357	57	3	was	be	AUX
iogr-1357	57	4	calibrated	calibrate	VERB
iogr-1357	57	5	according	accord	VERB
iogr-1357	57	6	to	to	ADP
iogr-1357	57	7	the	the	DET
iogr-1357	57	8	manufacturer	manufacturer	NOUN
iogr-1357	57	9	's	's	PART
iogr-1357	57	10	instructions	instruction	NOUN
iogr-1357	57	11	before	before	SCONJ
iogr-1357	57	12	each	each	DET
iogr-1357	57	13	measurement	measurement	NOUN
iogr-1357	57	14	to	to	PART
iogr-1357	57	15	ensure	ensure	VERB
iogr-1357	57	16	accurate	accurate	ADJ
iogr-1357	57	17	results	result	NOUN
iogr-1357	57	18	.	.	PUNCT
iogr-1357	58	1	an	an	DET
iogr-1357	58	2	api	api	NOUN
iogr-1357	58	3	filter	filter	NOUN
iogr-1357	58	4	press	press	NOUN
iogr-1357	58	5	device	device	NOUN
iogr-1357	58	6	was	be	AUX
iogr-1357	58	7	used	use	VERB
iogr-1357	58	8	to	to	PART
iogr-1357	58	9	measure	measure	VERB
iogr-1357	58	10	the	the	DET
iogr-1357	58	11	filtration	filtration	NOUN
iogr-1357	58	12	characteristics	characteristic	NOUN
iogr-1357	58	13	of	of	ADP
iogr-1357	58	14	the	the	DET
iogr-1357	58	15	drilling	drilling	NOUN
iogr-1357	58	16	fluids	fluid	NOUN
iogr-1357	58	17	.	.	PUNCT
iogr-1357	59	1	the	the	DET
iogr-1357	59	2	device	device	NOUN
iogr-1357	59	3	was	be	AUX
iogr-1357	59	4	set	set	VERB
iogr-1357	59	5	up	up	ADP
iogr-1357	59	6	as	as	ADP
iogr-1357	59	7	per	per	ADP
iogr-1357	59	8	the	the	DET
iogr-1357	59	9	api	api	NOUN
iogr-1357	59	10	standards	standard	NOUN
iogr-1357	59	11	,	,	PUNCT
iogr-1357	59	12	and	and	CCONJ
iogr-1357	59	13	the	the	DET
iogr-1357	59	14	filtrate	filtrate	ADJ
iogr-1357	59	15	loss	loss	NOUN
iogr-1357	59	16	and	and	CCONJ
iogr-1357	59	17	mud	mud	NOUN
iogr-1357	59	18	cake	cake	NOUN
iogr-1357	59	19	thickness	thickness	NOUN
iogr-1357	59	20	were	be	AUX
iogr-1357	59	21	measured	measure	VERB
iogr-1357	59	22	under	under	ADP
iogr-1357	59	23	specific	specific	ADJ
iogr-1357	59	24	pressure	pressure	NOUN
iogr-1357	59	25	and	and	CCONJ
iogr-1357	59	26	temperature	temperature	NOUN
iogr-1357	59	27	conditions	condition	NOUN
iogr-1357	59	28	.	.	PUNCT
iogr-1357	60	1	these	these	DET
iogr-1357	60	2	measurements	measurement	NOUN
iogr-1357	60	3	provided	provide	VERB
iogr-1357	60	4	insights	insight	NOUN
iogr-1357	60	5	into	into	ADP
iogr-1357	60	6	the	the	DET
iogr-1357	60	7	ability	ability	NOUN
iogr-1357	60	8	of	of	ADP
iogr-1357	60	9	the	the	DET
iogr-1357	60	10	drilling	drilling	NOUN
iogr-1357	60	11	mud	mud	NOUN
iogr-1357	60	12	to	to	PART
iogr-1357	60	13	form	form	VERB
iogr-1357	60	14	an	an	DET
iogr-1357	60	15	effective	effective	ADJ
iogr-1357	60	16	filter	filter	NOUN
iogr-1357	60	17	cake	cake	NOUN
iogr-1357	60	18	and	and	CCONJ
iogr-1357	60	19	prevent	prevent	VERB
iogr-1357	60	20	excessive	excessive	ADJ
iogr-1357	60	21	fluid	fluid	ADJ
iogr-1357	60	22	loss	loss	NOUN
iogr-1357	60	23	into	into	ADP
iogr-1357	60	24	the	the	DET
iogr-1357	60	25	formation	formation	NOUN
iogr-1357	60	26	during	during	ADP
iogr-1357	60	27	drilling	drilling	NOUN
iogr-1357	60	28	operations	operation	NOUN
iogr-1357	60	29	.	.	PUNCT
iogr-1357	61	1	results	result	NOUN
iogr-1357	61	2	and	and	CCONJ
iogr-1357	61	3	discussion	discussion	NOUN
iogr-1357	61	4	rheological	rheological	ADJ
iogr-1357	61	5	results	result	NOUN
iogr-1357	61	6	.	.	PUNCT
iogr-1357	62	1	the	the	DET
iogr-1357	62	2	flow	flow	NOUN
iogr-1357	62	3	characteristics	characteristic	NOUN
iogr-1357	62	4	of	of	ADP
iogr-1357	62	5	the	the	DET
iogr-1357	62	6	drilling	drilling	NOUN
iogr-1357	62	7	mud	mud	NOUN
iogr-1357	62	8	,	,	PUNCT
iogr-1357	62	9	specifically	specifically	ADV
iogr-1357	62	10	viscosity	viscosity	NOUN
iogr-1357	62	11	and	and	CCONJ
iogr-1357	62	12	gel	gel	NOUN
iogr-1357	62	13	strengths	strength	NOUN
iogr-1357	62	14	,	,	PUNCT
iogr-1357	62	15	were	be	AUX
iogr-1357	62	16	evaluated	evaluate	VERB
iogr-1357	62	17	using	use	VERB
iogr-1357	62	18	a	a	DET
iogr-1357	62	19	fann	fann	PROPN
iogr-1357	62	20	35	35	NUM
iogr-1357	62	21	viscometer	viscometer	NOUN
iogr-1357	62	22	.	.	PUNCT
iogr-1357	63	1	dial	dial	NOUN
iogr-1357	63	2	readings	reading	NOUN
iogr-1357	63	3	were	be	AUX
iogr-1357	63	4	taken	take	VERB
iogr-1357	63	5	at	at	ADP
iogr-1357	63	6	rotational	rotational	ADJ
iogr-1357	63	7	speeds	speed	NOUN
iogr-1357	63	8	of	of	ADP
iogr-1357	63	9	600	600	NUM
iogr-1357	63	10	and	and	CCONJ
iogr-1357	63	11	300	300	NUM
iogr-1357	63	12	revolutions	revolution	NOUN
iogr-1357	63	13	per	per	ADP
iogr-1357	63	14	minute	minute	NOUN
iogr-1357	63	15	(	(	PUNCT
iogr-1357	63	16	rpm	rpm	NOUN
iogr-1357	63	17	)	)	PUNCT
iogr-1357	63	18	to	to	PART
iogr-1357	63	19	determine	determine	VERB
iogr-1357	63	20	shear	shear	NOUN
iogr-1357	63	21	rate	rate	NOUN
iogr-1357	63	22	and	and	CCONJ
iogr-1357	63	23	shear	shear	NOUN
iogr-1357	63	24	stress	stress	NOUN
iogr-1357	63	25	,	,	PUNCT
iogr-1357	63	26	as	as	SCONJ
iogr-1357	63	27	presented	present	VERB
iogr-1357	63	28	in	in	ADP
iogr-1357	63	29	table	table	NOUN
iogr-1357	63	30	2	2	NUM
iogr-1357	63	31	of	of	ADP
iogr-1357	63	32	the	the	DET
iogr-1357	63	33	experimental	experimental	ADJ
iogr-1357	63	34	results	result	NOUN
iogr-1357	63	35	.	.	PUNCT
iogr-1357	64	1	before	before	ADP
iogr-1357	64	2	delving	delve	VERB
iogr-1357	64	3	into	into	ADP
iogr-1357	64	4	the	the	DET
iogr-1357	64	5	results	result	NOUN
iogr-1357	64	6	,	,	PUNCT
iogr-1357	64	7	it	it	PRON
iogr-1357	64	8	is	be	AUX
iogr-1357	64	9	essential	essential	ADJ
iogr-1357	64	10	to	to	PART
iogr-1357	64	11	define	define	VERB
iogr-1357	64	12	viscosity	viscosity	NOUN
iogr-1357	64	13	,	,	PUNCT
iogr-1357	64	14	shear	shear	NOUN
iogr-1357	64	15	stress	stress	NOUN
iogr-1357	64	16	,	,	PUNCT
iogr-1357	64	17	and	and	CCONJ
iogr-1357	64	18	shear	shear	NOUN
iogr-1357	64	19	rate	rate	NOUN
iogr-1357	64	20	.	.	PUNCT
iogr-1357	65	1	pv	pv	NOUN
iogr-1357	66	1	=	=	PUNCT
iogr-1357	66	2	600-300,	600-300,	NOUN
iogr-1357	66	3	................................................................................................................................................	................................................................................................................................................	NOUN
iogr-1357	66	4	(1	(1	PRON
iogr-1357	66	5	)	)	PUNCT
iogr-1357	66	6	improved	improve	VERB
iogr-1357	66	7	oil	oil	NOUN
iogr-1357	66	8	and	and	CCONJ
iogr-1357	66	9	gas	gas	NOUN
iogr-1357	66	10	recovery	recovery	NOUN
iogr-1357	66	11	4	4	NUM
iogr-1357	66	12	av	av	NOUN
iogr-1357	66	13	=	=	PUNCT
iogr-1357	66	14	½	½	PROPN
iogr-1357	66	15	600,	600,	NOUN
iogr-1357	66	16	.....................................................................................................................................................	.....................................................................................................................................................	X
iogr-1357	66	17	(2	(2	VERB
iogr-1357	66	18	)	)	PUNCT
iogr-1357	66	19	yp	yp	PROPN
iogr-1357	67	1	=	=	PUNCT
iogr-1357	67	2	300	300	PROPN
iogr-1357	67	3	pv	pv	INTJ
iogr-1357	67	4	..................................................................................................................................................	..................................................................................................................................................	PUNCT
iogr-1357	67	5	(3	(3	PUNCT
iogr-1357	67	6	)	)	PUNCT
iogr-1357	67	7	where	where	SCONJ
iogr-1357	67	8			PROPN
iogr-1357	67	9	is	be	AUX
iogr-1357	67	10	the	the	DET
iogr-1357	67	11	dial	dial	NOUN
iogr-1357	67	12	reading	reading	NOUN
iogr-1357	67	13	(	(	PUNCT
iogr-1357	67	14	value	value	NOUN
iogr-1357	67	15	of	of	ADP
iogr-1357	67	16	revolutions	revolution	NOUN
iogr-1357	67	17	per	per	ADP
iogr-1357	67	18	min	min	NOUN
iogr-1357	67	19	(	(	PUNCT
iogr-1357	67	20	rpm	rpm	PROPN
iogr-1357	67	21	)	)	PUNCT
iogr-1357	67	22	;	;	PUNCT
iogr-1357	67	23	av	av	PROPN
iogr-1357	67	24	is	be	AUX
iogr-1357	67	25	apparent	apparent	ADJ
iogr-1357	67	26	viscosity	viscosity	NOUN
iogr-1357	67	27	,	,	PUNCT
iogr-1357	67	28	cp	cp	NOUN
iogr-1357	67	29	;	;	PUNCT
iogr-1357	67	30	pv	pv	X
iogr-1357	67	31	is	be	AUX
iogr-1357	67	32	plastic	plastic	ADJ
iogr-1357	67	33	viscosity	viscosity	NOUN
iogr-1357	67	34	,	,	PUNCT
iogr-1357	67	35	cp	cp	NOUN
iogr-1357	67	36	;	;	PUNCT
iogr-1357	67	37	yp	yp	PROPN
iogr-1357	67	38	represents	represent	VERB
iogr-1357	67	39	yield	yield	NOUN
iogr-1357	67	40	point	point	NOUN
iogr-1357	67	41	,	,	PUNCT
iogr-1357	67	42	lb/100	lb/100	PROPN
iogr-1357	67	43	ft2	ft2	PROPN
iogr-1357	67	44	.	.	PUNCT
iogr-1357	67	45	viscosity	viscosity	NOUN
iogr-1357	67	46	and	and	CCONJ
iogr-1357	67	47	concentration	concentration	NOUN
iogr-1357	67	48	of	of	ADP
iogr-1357	67	49	mwcnts	mwcnt	NOUN
iogr-1357	67	50	.	.	PUNCT
iogr-1357	68	1	table	table	NOUN
iogr-1357	68	2	2	2	NUM
iogr-1357	68	3	shows	show	VERB
iogr-1357	68	4	that	that	SCONJ
iogr-1357	68	5	both	both	DET
iogr-1357	68	6	plastic	plastic	ADJ
iogr-1357	68	7	viscosity	viscosity	NOUN
iogr-1357	68	8	(	(	PUNCT
iogr-1357	68	9	pv	pv	NOUN
iogr-1357	68	10	)	)	PUNCT
iogr-1357	68	11	and	and	CCONJ
iogr-1357	68	12	apparent	apparent	ADJ
iogr-1357	68	13	viscosity	viscosity	NOUN
iogr-1357	68	14	(	(	PUNCT
iogr-1357	68	15	av	av	NOUN
iogr-1357	68	16	)	)	PUNCT
iogr-1357	68	17	increase	increase	NOUN
iogr-1357	68	18	as	as	ADP
iogr-1357	68	19	the	the	DET
iogr-1357	68	20	concentration	concentration	NOUN
iogr-1357	68	21	of	of	ADP
iogr-1357	68	22	multi	multi	ADJ
iogr-1357	68	23	-	-	ADJ
iogr-1357	68	24	walled	walled	ADJ
iogr-1357	68	25	carbon	carbon	NOUN
iogr-1357	68	26	nanotubes	nanotube	NOUN
iogr-1357	68	27	(	(	PUNCT
iogr-1357	68	28	mwcnts	mwcnt	NOUN
iogr-1357	68	29	)	)	PUNCT
iogr-1357	68	30	rises	rise	NOUN
iogr-1357	68	31	.	.	PUNCT
iogr-1357	69	1	the	the	DET
iogr-1357	69	2	recorded	record	VERB
iogr-1357	69	3	pv	pv	NOUN
iogr-1357	69	4	values	value	NOUN
iogr-1357	69	5	are	be	AUX
iogr-1357	69	6	consistent	consistent	ADJ
iogr-1357	69	7	with	with	ADP
iogr-1357	69	8	prior	prior	ADJ
iogr-1357	69	9	research	research	NOUN
iogr-1357	69	10	,	,	PUNCT
iogr-1357	69	11	which	which	PRON
iogr-1357	69	12	reported	report	VERB
iogr-1357	69	13	pv	pv	NOUN
iogr-1357	69	14	values	value	NOUN
iogr-1357	69	15	ranging	range	VERB
iogr-1357	69	16	from	from	ADP
iogr-1357	69	17	14	14	NUM
iogr-1357	69	18	to	to	PART
iogr-1357	69	19	25	25	NUM
iogr-1357	69	20	centipoise	centipoise	NOUN
iogr-1357	69	21	(	(	PUNCT
iogr-1357	69	22	cp	cp	NOUN
iogr-1357	69	23	)	)	PUNCT
iogr-1357	69	24	at	at	ADP
iogr-1357	69	25	ambient	ambient	ADJ
iogr-1357	69	26	temperature	temperature	NOUN
iogr-1357	69	27	for	for	ADP
iogr-1357	69	28	mud	mud	NOUN
iogr-1357	69	29	with	with	ADP
iogr-1357	69	30	a	a	DET
iogr-1357	69	31	0.05	0.05	NUM
iogr-1357	69	32	%	%	NOUN
iogr-1357	69	33	concentration	concentration	NOUN
iogr-1357	69	34	.	.	PUNCT
iogr-1357	70	1	the	the	DET
iogr-1357	70	2	increase	increase	NOUN
iogr-1357	70	3	in	in	ADP
iogr-1357	70	4	pv	pv	ADV
iogr-1357	71	1	and	and	CCONJ
iogr-1357	71	2	av	av	PROPN
iogr-1357	71	3	can	can	AUX
iogr-1357	71	4	be	be	AUX
iogr-1357	71	5	attributed	attribute	VERB
iogr-1357	71	6	to	to	ADP
iogr-1357	71	7	the	the	DET
iogr-1357	71	8	unique	unique	ADJ
iogr-1357	71	9	properties	property	NOUN
iogr-1357	71	10	of	of	ADP
iogr-1357	71	11	mwcnts	mwcnt	NOUN
iogr-1357	71	12	.	.	PUNCT
iogr-1357	72	1	these	these	DET
iogr-1357	72	2	nanotubes	nanotube	NOUN
iogr-1357	72	3	have	have	VERB
iogr-1357	72	4	a	a	DET
iogr-1357	72	5	high	high	ADJ
iogr-1357	72	6	aspect	aspect	NOUN
iogr-1357	72	7	ratio	ratio	NOUN
iogr-1357	72	8	and	and	CCONJ
iogr-1357	72	9	large	large	ADJ
iogr-1357	72	10	surface	surface	NOUN
iogr-1357	72	11	area	area	NOUN
iogr-1357	72	12	,	,	PUNCT
iogr-1357	72	13	which	which	PRON
iogr-1357	72	14	can	can	AUX
iogr-1357	72	15	interact	interact	VERB
iogr-1357	72	16	with	with	ADP
iogr-1357	72	17	the	the	DET
iogr-1357	72	18	components	component	NOUN
iogr-1357	72	19	of	of	ADP
iogr-1357	72	20	the	the	DET
iogr-1357	72	21	drilling	drilling	NOUN
iogr-1357	72	22	mud	mud	NOUN
iogr-1357	72	23	,	,	PUNCT
iogr-1357	72	24	such	such	ADJ
iogr-1357	72	25	as	as	ADP
iogr-1357	72	26	bentonite	bentonite	NOUN
iogr-1357	72	27	particles	particle	NOUN
iogr-1357	72	28	.	.	PUNCT
iogr-1357	73	1	as	as	ADP
iogr-1357	73	2	the	the	DET
iogr-1357	73	3	concentration	concentration	NOUN
iogr-1357	73	4	of	of	ADP
iogr-1357	73	5	mwcnts	mwcnt	NOUN
iogr-1357	73	6	increases	increase	NOUN
iogr-1357	73	7	,	,	PUNCT
iogr-1357	73	8	more	more	ADJ
iogr-1357	73	9	interactions	interaction	NOUN
iogr-1357	73	10	occur	occur	VERB
iogr-1357	73	11	,	,	PUNCT
iogr-1357	73	12	leading	lead	VERB
iogr-1357	73	13	to	to	ADP
iogr-1357	73	14	an	an	DET
iogr-1357	73	15	increase	increase	NOUN
iogr-1357	73	16	in	in	ADP
iogr-1357	73	17	the	the	DET
iogr-1357	73	18	resistance	resistance	NOUN
iogr-1357	73	19	to	to	PART
iogr-1357	73	20	flow	flow	VERB
iogr-1357	73	21	,	,	PUNCT
iogr-1357	73	22	i.e.	i.e.	X
iogr-1357	73	23	,	,	PUNCT
iogr-1357	73	24	an	an	DET
iogr-1357	73	25	increase	increase	NOUN
iogr-1357	73	26	in	in	ADP
iogr-1357	73	27	viscosity	viscosity	NOUN
iogr-1357	73	28	.	.	PUNCT
iogr-1357	74	1	mud	mud	NOUN
iogr-1357	74	2	exhibits	exhibit	VERB
iogr-1357	74	3	efficient	efficient	ADJ
iogr-1357	74	4	flow	flow	NOUN
iogr-1357	74	5	characteristics	characteristic	NOUN
iogr-1357	74	6	with	with	ADP
iogr-1357	74	7	minimal	minimal	ADJ
iogr-1357	74	8	pressure	pressure	NOUN
iogr-1357	74	9	loss	loss	NOUN
iogr-1357	74	10	due	due	ADP
iogr-1357	74	11	to	to	ADP
iogr-1357	74	12	friction	friction	NOUN
iogr-1357	74	13	.	.	PUNCT
iogr-1357	75	1	pressure	pressure	NOUN
iogr-1357	75	2	loss	loss	NOUN
iogr-1357	75	3	mainly	mainly	ADV
iogr-1357	75	4	occurs	occur	VERB
iogr-1357	75	5	when	when	SCONJ
iogr-1357	75	6	the	the	DET
iogr-1357	75	7	mud	mud	NOUN
iogr-1357	75	8	has	have	VERB
iogr-1357	75	9	high	high	ADJ
iogr-1357	75	10	viscosities	viscosity	NOUN
iogr-1357	75	11	while	while	SCONJ
iogr-1357	75	12	interacting	interact	VERB
iogr-1357	75	13	with	with	ADP
iogr-1357	75	14	drilled	drill	VERB
iogr-1357	75	15	cuttings	cutting	NOUN
iogr-1357	75	16	.	.	PUNCT
iogr-1357	76	1	figure	figure	VERB
iogr-1357	76	2	1	1	NUM
iogr-1357	76	3	depicts	depict	VERB
iogr-1357	76	4	the	the	DET
iogr-1357	76	5	variations	variation	NOUN
iogr-1357	76	6	in	in	ADP
iogr-1357	76	7	av	av	PROPN
iogr-1357	76	8	,	,	PUNCT
iogr-1357	76	9	pv	pv	INTJ
iogr-1357	76	10	,	,	PUNCT
iogr-1357	76	11	and	and	CCONJ
iogr-1357	76	12	yield	yield	NOUN
iogr-1357	76	13	point	point	NOUN
iogr-1357	76	14	(	(	PUNCT
iogr-1357	76	15	yp	yp	NOUN
iogr-1357	76	16	)	)	PUNCT
iogr-1357	76	17	in	in	ADP
iogr-1357	76	18	relation	relation	NOUN
iogr-1357	76	19	to	to	ADP
iogr-1357	76	20	the	the	DET
iogr-1357	76	21	mwcnts	mwcnt	NOUN
iogr-1357	76	22	ratio	ratio	NOUN
iogr-1357	76	23	.	.	PUNCT
iogr-1357	77	1	table	table	NOUN
iogr-1357	77	2	2	2	NUM
iogr-1357	77	3	—	—	PUNCT
iogr-1357	77	4	rheological	rheological	ADJ
iogr-1357	77	5	results	result	NOUN
iogr-1357	77	6	of	of	ADP
iogr-1357	77	7	the	the	DET
iogr-1357	77	8	drilling	drilling	NOUN
iogr-1357	77	9	fluids	fluid	NOUN
iogr-1357	77	10	.	.	PUNCT
iogr-1357	78	1	rpm	rpm	PROPN
iogr-1357	78	2	/	/	SYM
iogr-1357	78	3	mwcnt	mwcnt	ADV
iogr-1357	78	4	,	,	PUNCT
iogr-1357	78	5	%	%	NOUN
iogr-1357	78	6	base	base	NOUN
iogr-1357	78	7	base	base	NOUN
iogr-1357	78	8	+	+	CCONJ
iogr-1357	78	9	0.125(g	0.125(g	ADJ
iogr-1357	78	10	)	)	PUNCT
iogr-1357	78	11	mwcnt	mwcnt	ADJ
iogr-1357	78	12	base	base	NOUN
iogr-1357	78	13	+	+	CCONJ
iogr-1357	78	14	0.250(g	0.250(g	NOUN
iogr-1357	78	15	)	)	PUNCT
iogr-1357	78	16	mwcnt	mwcnt	ADJ
iogr-1357	78	17	base	base	NOUN
iogr-1357	78	18	+	+	CCONJ
iogr-1357	78	19	0.500(g	0.500(g	NOUN
iogr-1357	78	20	)	)	PUNCT
iogr-1357	78	21	mwcnt	mwcnt	ADJ
iogr-1357	78	22	base	base	NOUN
iogr-1357	78	23	+	+	CCONJ
iogr-1357	78	24	0.750(g	0.750(g	NOUN
iogr-1357	78	25	)	)	PUNCT
iogr-1357	78	26	mwcnt	mwcnt	ADJ
iogr-1357	78	27	base	base	NOUN
iogr-1357	78	28	+	+	CCONJ
iogr-1357	78	29	1.250(g	1.250(g	NOUN
iogr-1357	78	30	)	)	PUNCT
iogr-1357	78	31	mwcnt	mwcnt	ADV
iogr-1357	78	32	600	600	NUM
iogr-1357	78	33	39	39	NUM
iogr-1357	78	34	55	55	NUM
iogr-1357	78	35	60	60	NUM
iogr-1357	78	36	61	61	NUM
iogr-1357	78	37	63	63	NUM
iogr-1357	78	38	67	67	NUM
iogr-1357	78	39	300	300	NUM
iogr-1357	78	40	25	25	NUM
iogr-1357	78	41	36.5	36.5	NUM
iogr-1357	78	42	40	40	NUM
iogr-1357	78	43	40.5	40.5	NUM
iogr-1357	78	44	41.5	41.5	NUM
iogr-1357	78	45	42	42	NUM
iogr-1357	78	46	200	200	NUM
iogr-1357	78	47	16.5	16.5	NUM
iogr-1357	78	48	18	18	NUM
iogr-1357	78	49	23.5	23.5	NUM
iogr-1357	78	50	28	28	NUM
iogr-1357	78	51	26	26	NUM
iogr-1357	78	52	26	26	NUM
iogr-1357	78	53	100	100	NUM
iogr-1357	78	54	12	12	NUM
iogr-1357	78	55	14	14	NUM
iogr-1357	78	56	21	21	NUM
iogr-1357	78	57	21	21	NUM
iogr-1357	78	58	21	21	NUM
iogr-1357	78	59	22.5	22.5	NUM
iogr-1357	78	60	6	6	NUM
iogr-1357	78	61	5	5	NUM
iogr-1357	78	62	8	8	NUM
iogr-1357	78	63	16.5	16.5	NUM
iogr-1357	78	64	11	11	NUM
iogr-1357	78	65	13	13	NUM
iogr-1357	78	66	14	14	NUM
iogr-1357	78	67	3	3	NUM
iogr-1357	78	68	3.5	3.5	NUM
iogr-1357	78	69	8	8	NUM
iogr-1357	78	70	15	15	NUM
iogr-1357	78	71	9.5	9.5	NUM
iogr-1357	78	72	12	12	NUM
iogr-1357	78	73	13	13	NUM
iogr-1357	78	74	gel(@10sec	gel(@10sec	PROPN
iogr-1357	78	75	)	)	PUNCT
iogr-1357	78	76	5	5	NUM
iogr-1357	78	77	8	8	NUM
iogr-1357	78	78	9	9	NUM
iogr-1357	78	79	9	9	NUM
iogr-1357	78	80	11	11	NUM
iogr-1357	78	81	12	12	NUM
iogr-1357	78	82	gel(@10min	gel(@10min	NOUN
iogr-1357	78	83	.	.	PUNCT
iogr-1357	78	84	)	)	PUNCT
iogr-1357	78	85	8	8	NUM
iogr-1357	78	86	9	9	NUM
iogr-1357	78	87	12	12	NUM
iogr-1357	78	88	12	12	NUM
iogr-1357	78	89	13	13	NUM
iogr-1357	78	90	14	14	NUM
iogr-1357	78	91	filtration	filtration	NOUN
iogr-1357	78	92	,	,	PUNCT
iogr-1357	78	93	ml	ml	ADP
iogr-1357	78	94	9	9	NUM
iogr-1357	78	95	8.6	8.6	NUM
iogr-1357	78	96	8.5	8.5	NUM
iogr-1357	78	97	8.45	8.45	NUM
iogr-1357	78	98	8.4	8.4	NUM
iogr-1357	78	99	8.25	8.25	NUM
iogr-1357	78	100	cake	cake	NOUN
iogr-1357	78	101	thick	thick	ADJ
iogr-1357	78	102	.	.	PUNCT
iogr-1357	78	103	,	,	PUNCT
iogr-1357	78	104	mm	mm	INTJ
iogr-1357	78	105	0.2	0.2	NUM
iogr-1357	78	106	0.22	0.22	NUM
iogr-1357	78	107	0.23	0.23	NUM
iogr-1357	78	108	0.25	0.25	NUM
iogr-1357	78	109	0.25	0.25	NUM
iogr-1357	78	110	0.27	0.27	NUM
iogr-1357	78	111	pv	pv	NOUN
iogr-1357	78	112	,	,	PUNCT
iogr-1357	78	113	cp	cp	PROPN
iogr-1357	78	114	14	14	NUM
iogr-1357	78	115	18.5	18.5	NUM
iogr-1357	78	116	20	20	NUM
iogr-1357	78	117	20.5	20.5	NUM
iogr-1357	78	118	21.5	21.5	NUM
iogr-1357	78	119	25	25	NUM
iogr-1357	78	120	yp	yp	NOUN
iogr-1357	78	121	,	,	PUNCT
iogr-1357	78	122	lb/1002	lb/1002	VERB
iogr-1357	78	123	11	11	NUM
iogr-1357	78	124	18	18	NUM
iogr-1357	78	125	19	19	NUM
iogr-1357	78	126	20	20	NUM
iogr-1357	78	127	20	20	NUM
iogr-1357	78	128	22	22	NUM
iogr-1357	78	129	av	av	NOUN
iogr-1357	78	130	,	,	PUNCT
iogr-1357	78	131	cp	cp	PROPN
iogr-1357	78	132	19.5	19.5	NUM
iogr-1357	78	133	27.5	27.5	NUM
iogr-1357	78	134	30	30	NUM
iogr-1357	78	135	30.5	30.5	NUM
iogr-1357	78	136	31.5	31.5	NUM
iogr-1357	78	137	33.5	33.5	NUM
iogr-1357	78	138	n	n	CCONJ
iogr-1357	78	139	0.53	0.53	NUM
iogr-1357	78	140	0.585	0.585	NUM
iogr-1357	78	141	0.592	0.592	NUM
iogr-1357	78	142	0.6	0.6	NUM
iogr-1357	78	143	0.618	0.618	NUM
iogr-1357	78	144	0.623	0.623	NUM
iogr-1357	78	145	k	k	NOUN
iogr-1357	78	146	0.459	0.459	NUM
iogr-1357	78	147	0.916	0.916	NUM
iogr-1357	78	148	1.045	1.045	NUM
iogr-1357	78	149	1.321	1.321	NUM
iogr-1357	78	150	1.535	1.535	NUM
iogr-1357	78	151	2.067	2.067	NUM
iogr-1357	78	152	note	note	NOUN
iogr-1357	78	153	:	:	PUNCT
iogr-1357	78	154	n	n	CCONJ
iogr-1357	78	155	=	=	VERB
iogr-1357	78	156	rheological	rheological	ADJ
iogr-1357	78	157	index	index	NOUN
iogr-1357	78	158	;	;	PUNCT
iogr-1357	78	159	k	k	X
iogr-1357	78	160	=	=	NOUN
iogr-1357	78	161	consistency	consistency	NOUN
iogr-1357	78	162	index	index	NOUN
iogr-1357	78	163	yield	yield	NOUN
iogr-1357	78	164	point	point	NOUN
iogr-1357	78	165	and	and	CCONJ
iogr-1357	78	166	mwcnt	mwcnt	ADJ
iogr-1357	78	167	concentration	concentration	NOUN
iogr-1357	78	168	.	.	PUNCT
iogr-1357	79	1	the	the	DET
iogr-1357	79	2	yield	yield	NOUN
iogr-1357	79	3	point	point	NOUN
iogr-1357	79	4	values	value	NOUN
iogr-1357	79	5	showed	show	VERB
iogr-1357	79	6	an	an	DET
iogr-1357	79	7	increase	increase	NOUN
iogr-1357	79	8	with	with	ADP
iogr-1357	79	9	the	the	DET
iogr-1357	79	10	rising	rise	VERB
iogr-1357	79	11	concentration	concentration	NOUN
iogr-1357	79	12	of	of	ADP
iogr-1357	79	13	multi	multi	ADJ
iogr-1357	79	14	-	-	ADJ
iogr-1357	79	15	walled	walled	ADJ
iogr-1357	79	16	carbon	carbon	NOUN
iogr-1357	79	17	nanotubes	nanotube	NOUN
iogr-1357	79	18	,	,	PUNCT
iogr-1357	79	19	reaching	reach	VERB
iogr-1357	79	20	a	a	DET
iogr-1357	79	21	peak	peak	NOUN
iogr-1357	79	22	at	at	ADP
iogr-1357	79	23	0.005	0.005	NUM
iogr-1357	79	24	%	%	NOUN
iogr-1357	79	25	.	.	PUNCT
iogr-1357	80	1	after	after	ADP
iogr-1357	80	2	this	this	DET
iogr-1357	80	3	peak	peak	NOUN
iogr-1357	80	4	,	,	PUNCT
iogr-1357	80	5	the	the	DET
iogr-1357	80	6	values	value	NOUN
iogr-1357	80	7	stabilized	stabilize	VERB
iogr-1357	80	8	before	before	ADP
iogr-1357	80	9	increasing	increase	VERB
iogr-1357	80	10	again	again	ADV
iogr-1357	80	11	.	.	PUNCT
iogr-1357	81	1	the	the	DET
iogr-1357	81	2	increase	increase	NOUN
iogr-1357	81	3	in	in	ADP
iogr-1357	81	4	the	the	DET
iogr-1357	81	5	yield	yield	NOUN
iogr-1357	81	6	point	point	NOUN
iogr-1357	81	7	is	be	AUX
iogr-1357	81	8	crucial	crucial	ADJ
iogr-1357	81	9	for	for	ADP
iogr-1357	81	10	effective	effective	ADJ
iogr-1357	81	11	cutting	cut	VERB
iogr-1357	81	12	suspension	suspension	NOUN
iogr-1357	81	13	during	during	ADP
iogr-1357	81	14	drilling	drilling	NOUN
iogr-1357	81	15	cessation	cessation	NOUN
iogr-1357	81	16	.	.	PUNCT
iogr-1357	82	1	when	when	SCONJ
iogr-1357	82	2	the	the	DET
iogr-1357	82	3	drilling	drilling	NOUN
iogr-1357	82	4	stops	stop	VERB
iogr-1357	82	5	,	,	PUNCT
iogr-1357	82	6	the	the	DET
iogr-1357	82	7	mud	mud	NOUN
iogr-1357	82	8	needs	need	VERB
iogr-1357	82	9	to	to	PART
iogr-1357	82	10	have	have	VERB
iogr-1357	82	11	sufficient	sufficient	ADJ
iogr-1357	82	12	yield	yield	NOUN
iogr-1357	82	13	point	point	NOUN
iogr-1357	82	14	to	to	PART
iogr-1357	82	15	hold	hold	VERB
iogr-1357	82	16	the	the	DET
iogr-1357	82	17	cuttings	cutting	NOUN
iogr-1357	82	18	in	in	ADP
iogr-1357	82	19	suspension	suspension	NOUN
iogr-1357	82	20	and	and	CCONJ
iogr-1357	82	21	prevent	prevent	VERB
iogr-1357	82	22	them	they	PRON
iogr-1357	82	23	from	from	ADP
iogr-1357	82	24	settling	settle	VERB
iogr-1357	82	25	at	at	ADP
iogr-1357	82	26	the	the	DET
iogr-1357	82	27	bottom	bottom	NOUN
iogr-1357	82	28	of	of	ADP
iogr-1357	82	29	the	the	DET
iogr-1357	82	30	wellbore	wellbore	NOUN
iogr-1357	82	31	.	.	PUNCT
iogr-1357	83	1	the	the	DET
iogr-1357	83	2	addition	addition	NOUN
iogr-1357	83	3	of	of	ADP
iogr-1357	83	4	mwcnts	mwcnt	NOUN
iogr-1357	83	5	enhances	enhance	VERB
iogr-1357	83	6	the	the	DET
iogr-1357	83	7	internal	internal	ADJ
iogr-1357	83	8	improved	improved	ADJ
iogr-1357	83	9	oil	oil	NOUN
iogr-1357	83	10	and	and	CCONJ
iogr-1357	83	11	gas	gas	NOUN
iogr-1357	83	12	recovery	recovery	NOUN
iogr-1357	83	13	5	5	NUM
iogr-1357	83	14	structure	structure	NOUN
iogr-1357	83	15	of	of	ADP
iogr-1357	83	16	the	the	DET
iogr-1357	83	17	mud	mud	NOUN
iogr-1357	83	18	,	,	PUNCT
iogr-1357	83	19	allowing	allow	VERB
iogr-1357	83	20	it	it	PRON
iogr-1357	83	21	to	to	PART
iogr-1357	83	22	withstand	withstand	VERB
iogr-1357	83	23	a	a	DET
iogr-1357	83	24	certain	certain	ADJ
iogr-1357	83	25	amount	amount	NOUN
iogr-1357	83	26	of	of	ADP
iogr-1357	83	27	stress	stress	NOUN
iogr-1357	83	28	before	before	SCONJ
iogr-1357	83	29	it	it	PRON
iogr-1357	83	30	starts	start	VERB
iogr-1357	83	31	to	to	PART
iogr-1357	83	32	flow	flow	VERB
iogr-1357	83	33	,	,	PUNCT
iogr-1357	83	34	thus	thus	ADV
iogr-1357	83	35	increasing	increase	VERB
iogr-1357	83	36	the	the	DET
iogr-1357	83	37	yield	yield	NOUN
iogr-1357	83	38	point	point	NOUN
iogr-1357	83	39	.	.	PUNCT
iogr-1357	84	1	figure	figure	NOUN
iogr-1357	84	2	1	1	NUM
iogr-1357	84	3	presents	present	VERB
iogr-1357	84	4	the	the	DET
iogr-1357	84	5	computed	computed	ADJ
iogr-1357	84	6	shear	shear	NOUN
iogr-1357	84	7	stress	stress	NOUN
iogr-1357	84	8	and	and	CCONJ
iogr-1357	84	9	shear	shear	NOUN
iogr-1357	84	10	rate	rate	NOUN
iogr-1357	84	11	derived	derive	VERB
iogr-1357	84	12	from	from	ADP
iogr-1357	84	13	viscosity	viscosity	NOUN
iogr-1357	84	14	measurements	measurement	NOUN
iogr-1357	84	15	,	,	PUNCT
iogr-1357	84	16	demonstrating	demonstrate	VERB
iogr-1357	84	17	that	that	SCONJ
iogr-1357	84	18	the	the	DET
iogr-1357	84	19	rheological	rheological	ADJ
iogr-1357	84	20	properties	property	NOUN
iogr-1357	84	21	,	,	PUNCT
iogr-1357	84	22	namely	namely	ADV
iogr-1357	84	23	plastic	plastic	ADJ
iogr-1357	84	24	viscosity	viscosity	NOUN
iogr-1357	84	25	and	and	CCONJ
iogr-1357	84	26	apparent	apparent	ADJ
iogr-1357	84	27	viscosity	viscosity	NOUN
iogr-1357	84	28	,	,	PUNCT
iogr-1357	84	29	which	which	PRON
iogr-1357	84	30	are	be	AUX
iogr-1357	84	31	critical	critical	ADJ
iogr-1357	84	32	for	for	ADP
iogr-1357	84	33	cutting	cut	VERB
iogr-1357	84	34	suspension	suspension	NOUN
iogr-1357	84	35	,	,	PUNCT
iogr-1357	84	36	improved	improve	VERB
iogr-1357	84	37	with	with	ADP
iogr-1357	84	38	the	the	DET
iogr-1357	84	39	addition	addition	NOUN
iogr-1357	84	40	of	of	ADP
iogr-1357	84	41	mwcnts	mwcnt	NOUN
iogr-1357	84	42	.	.	PUNCT
iogr-1357	85	1	the	the	DET
iogr-1357	85	2	highest	high	ADJ
iogr-1357	85	3	measurement	measurement	NOUN
iogr-1357	85	4	was	be	AUX
iogr-1357	85	5	recorded	record	VERB
iogr-1357	85	6	at	at	ADP
iogr-1357	85	7	a	a	DET
iogr-1357	85	8	concentration	concentration	NOUN
iogr-1357	85	9	of	of	ADP
iogr-1357	85	10	0.1	0.1	NUM
iogr-1357	85	11	%	%	NOUN
iogr-1357	85	12	w	w	NOUN
iogr-1357	85	13	/	/	SYM
iogr-1357	85	14	v	v	NOUN
iogr-1357	85	15	mwcnts	mwcnt	NOUN
iogr-1357	85	16	in	in	ADP
iogr-1357	85	17	the	the	DET
iogr-1357	85	18	drilling	drilling	NOUN
iogr-1357	85	19	mud	mud	NOUN
iogr-1357	85	20	,	,	PUNCT
iogr-1357	85	21	as	as	SCONJ
iogr-1357	85	22	shown	show	VERB
iogr-1357	85	23	in	in	ADP
iogr-1357	85	24	figure	figure	NOUN
iogr-1357	85	25	1	1	NUM
iogr-1357	85	26	.	.	PUNCT
iogr-1357	86	1	figure	figure	NOUN
iogr-1357	86	2	1	1	NUM
iogr-1357	86	3	—	—	PUNCT
iogr-1357	86	4	pv	pv	INTJ
iogr-1357	86	5	,	,	PUNCT
iogr-1357	86	6	av	av	PROPN
iogr-1357	86	7	and	and	CCONJ
iogr-1357	86	8	yp	yp	PROPN
iogr-1357	86	9	vs	vs	ADP
iogr-1357	86	10	colemanite	colemanite	PROPN
iogr-1357	86	11	concentration	concentration	NOUN
iogr-1357	86	12	.	.	PUNCT
iogr-1357	87	1	gel	gel	NOUN
iogr-1357	87	2	strength	strength	NOUN
iogr-1357	87	3	and	and	CCONJ
iogr-1357	87	4	mwcnt	mwcnt	ADJ
iogr-1357	87	5	concentration	concentration	NOUN
iogr-1357	87	6	.	.	PUNCT
iogr-1357	88	1	figure	figure	NOUN
iogr-1357	88	2	2	2	NUM
iogr-1357	88	3	highlights	highlight	NOUN
iogr-1357	88	4	the	the	DET
iogr-1357	88	5	relationship	relationship	NOUN
iogr-1357	88	6	between	between	ADP
iogr-1357	88	7	gel	gel	NOUN
iogr-1357	88	8	strengths	strength	NOUN
iogr-1357	88	9	(	(	PUNCT
iogr-1357	88	10	gs	gs	NOUN
iogr-1357	88	11	)	)	PUNCT
iogr-1357	88	12	and	and	CCONJ
iogr-1357	88	13	mwcnt	mwcnt	ADJ
iogr-1357	88	14	concentration	concentration	NOUN
iogr-1357	88	15	.	.	PUNCT
iogr-1357	89	1	during	during	ADP
iogr-1357	89	2	drilling	drilling	NOUN
iogr-1357	89	3	interruptions	interruption	NOUN
iogr-1357	89	4	,	,	PUNCT
iogr-1357	89	5	gs	gs	PROPN
iogr-1357	89	6	reflects	reflect	VERB
iogr-1357	89	7	the	the	DET
iogr-1357	89	8	behavior	behavior	NOUN
iogr-1357	89	9	of	of	ADP
iogr-1357	89	10	the	the	DET
iogr-1357	89	11	mud	mud	NOUN
iogr-1357	89	12	.	.	PUNCT
iogr-1357	90	1	an	an	DET
iogr-1357	90	2	increased	increase	VERB
iogr-1357	90	3	gs	gs	NOUN
iogr-1357	90	4	enhances	enhance	VERB
iogr-1357	90	5	the	the	DET
iogr-1357	90	6	hydraulic	hydraulic	ADJ
iogr-1357	90	7	power	power	NOUN
iogr-1357	90	8	required	require	VERB
iogr-1357	90	9	for	for	ADP
iogr-1357	90	10	re	re	VERB
iogr-1357	90	11	-	-	VERB
iogr-1357	90	12	initiating	initiate	VERB
iogr-1357	90	13	mud	mud	NOUN
iogr-1357	90	14	circulation	circulation	NOUN
iogr-1357	90	15	,	,	PUNCT
iogr-1357	90	16	which	which	PRON
iogr-1357	90	17	can	can	AUX
iogr-1357	90	18	complicate	complicate	VERB
iogr-1357	90	19	drilling	drilling	NOUN
iogr-1357	90	20	operations	operation	NOUN
iogr-1357	90	21	.	.	PUNCT
iogr-1357	91	1	both	both	CCONJ
iogr-1357	91	2	the	the	DET
iogr-1357	91	3	values	value	NOUN
iogr-1357	91	4	measured	measure	VERB
iogr-1357	91	5	at	at	ADP
iogr-1357	91	6	10	10	NUM
iogr-1357	91	7	seconds	second	NOUN
iogr-1357	91	8	and	and	CCONJ
iogr-1357	91	9	10	10	NUM
iogr-1357	91	10	minutes	minute	NOUN
iogr-1357	91	11	increased	increase	VERB
iogr-1357	91	12	with	with	ADP
iogr-1357	91	13	the	the	DET
iogr-1357	91	14	incorporation	incorporation	NOUN
iogr-1357	91	15	of	of	ADP
iogr-1357	91	16	mwcnts	mwcnt	NOUN
iogr-1357	91	17	into	into	ADP
iogr-1357	91	18	the	the	DET
iogr-1357	91	19	water	water	NOUN
iogr-1357	91	20	-	-	PUNCT
iogr-1357	91	21	based	base	VERB
iogr-1357	91	22	drilling	drilling	NOUN
iogr-1357	91	23	mud	mud	NOUN
iogr-1357	91	24	(	(	PUNCT
iogr-1357	91	25	wbdm	wbdm	NOUN
iogr-1357	91	26	)	)	PUNCT
iogr-1357	91	27	.	.	PUNCT
iogr-1357	92	1	the	the	DET
iogr-1357	92	2	increase	increase	NOUN
iogr-1357	92	3	in	in	ADP
iogr-1357	92	4	gel	gel	NOUN
iogr-1357	92	5	strength	strength	NOUN
iogr-1357	92	6	can	can	AUX
iogr-1357	92	7	be	be	AUX
iogr-1357	92	8	explained	explain	VERB
iogr-1357	92	9	by	by	ADP
iogr-1357	92	10	the	the	DET
iogr-1357	92	11	formation	formation	NOUN
iogr-1357	92	12	of	of	ADP
iogr-1357	92	13	a	a	DET
iogr-1357	92	14	more	more	ADV
iogr-1357	92	15	rigid	rigid	ADJ
iogr-1357	92	16	network	network	NOUN
iogr-1357	92	17	structure	structure	NOUN
iogr-1357	92	18	within	within	ADP
iogr-1357	92	19	the	the	DET
iogr-1357	92	20	mud	mud	NOUN
iogr-1357	92	21	due	due	ADP
iogr-1357	92	22	to	to	ADP
iogr-1357	92	23	the	the	DET
iogr-1357	92	24	presence	presence	NOUN
iogr-1357	92	25	of	of	ADP
iogr-1357	92	26	mwcnts	mwcnt	NOUN
iogr-1357	92	27	.	.	PUNCT
iogr-1357	93	1	these	these	DET
iogr-1357	93	2	nanotubes	nanotube	NOUN
iogr-1357	93	3	can	can	AUX
iogr-1357	93	4	act	act	VERB
iogr-1357	93	5	as	as	ADP
iogr-1357	93	6	bridges	bridge	NOUN
iogr-1357	93	7	between	between	ADP
iogr-1357	93	8	the	the	DET
iogr-1357	93	9	bentonite	bentonite	NOUN
iogr-1357	93	10	particles	particle	NOUN
iogr-1357	93	11	,	,	PUNCT
iogr-1357	93	12	increasing	increase	VERB
iogr-1357	93	13	the	the	DET
iogr-1357	93	14	overall	overall	ADJ
iogr-1357	93	15	strength	strength	NOUN
iogr-1357	93	16	of	of	ADP
iogr-1357	93	17	the	the	DET
iogr-1357	93	18	gel	gel	NOUN
iogr-1357	93	19	structure	structure	NOUN
iogr-1357	93	20	.	.	PUNCT
iogr-1357	94	1	figure	figure	NOUN
iogr-1357	94	2	2	2	NUM
iogr-1357	94	3	—	—	PUNCT
iogr-1357	94	4	gel	gel	NOUN
iogr-1357	94	5	strength	strength	NOUN
iogr-1357	94	6	vs	vs	ADP
iogr-1357	94	7	mwcnts	mwcnt	NOUN
iogr-1357	94	8	concentration	concentration	NOUN
iogr-1357	94	9	.	.	PUNCT
iogr-1357	95	1	effect	effect	NOUN
iogr-1357	95	2	of	of	ADP
iogr-1357	95	3	carboxylic	carboxylic	ADJ
iogr-1357	95	4	acid	acid	NOUN
iogr-1357	95	5	-	-	PUNCT
iogr-1357	95	6	functionalized	functionalize	VERB
iogr-1357	95	7	mwcnts	mwcnt	NOUN
iogr-1357	95	8	.	.	PUNCT
iogr-1357	96	1	figure	figure	VERB
iogr-1357	96	2	3	3	NUM
iogr-1357	96	3	presents	present	VERB
iogr-1357	96	4	the	the	DET
iogr-1357	96	5	viscometer	viscometer	NOUN
iogr-1357	96	6	dial	dial	NOUN
iogr-1357	96	7	readings	reading	NOUN
iogr-1357	96	8	for	for	ADP
iogr-1357	96	9	drilling	drilling	NOUN
iogr-1357	96	10	fluids	fluid	NOUN
iogr-1357	96	11	treated	treat	VERB
iogr-1357	96	12	with	with	ADP
iogr-1357	96	13	carboxylic	carboxylic	ADJ
iogr-1357	96	14	acid	acid	NOUN
iogr-1357	96	15	-	-	PUNCT
iogr-1357	96	16	functionalized	functionalize	VERB
iogr-1357	96	17	multi	multi	ADJ
iogr-1357	96	18	-	-	ADJ
iogr-1357	96	19	walled	walled	ADJ
iogr-1357	96	20	carbon	carbon	NOUN
iogr-1357	96	21	nanotubes	nanotube	NOUN
iogr-1357	96	22	(	(	PUNCT
iogr-1357	96	23	mwcnt	mwcnt	ADJ
iogr-1357	96	24	-	-	PUNCT
iogr-1357	96	25	cooh	cooh	NOUN
iogr-1357	96	26	)	)	PUNCT
iogr-1357	96	27	.	.	PUNCT
iogr-1357	97	1	the	the	DET
iogr-1357	97	2	results	result	NOUN
iogr-1357	97	3	clearly	clearly	ADV
iogr-1357	97	4	show	show	VERB
iogr-1357	97	5	an	an	DET
iogr-1357	97	6	increase	increase	NOUN
iogr-1357	97	7	in	in	ADP
iogr-1357	97	8	viscosity	viscosity	NOUN
iogr-1357	97	9	with	with	ADP
iogr-1357	97	10	the	the	DET
iogr-1357	97	11	addition	addition	NOUN
iogr-1357	97	12	of	of	ADP
iogr-1357	97	13	mwcnts	mwcnt	NOUN
iogr-1357	97	14	.	.	PUNCT
iogr-1357	98	1	this	this	PRON
iogr-1357	98	2	suggests	suggest	VERB
iogr-1357	98	3	that	that	SCONJ
iogr-1357	98	4	these	these	DET
iogr-1357	98	5	nanoparticles	nanoparticle	NOUN
iogr-1357	98	6	may	may	AUX
iogr-1357	98	7	enhance	enhance	VERB
iogr-1357	98	8	the	the	DET
iogr-1357	98	9	flocculation	flocculation	NOUN
iogr-1357	98	10	of	of	ADP
iogr-1357	98	11	the	the	DET
iogr-1357	98	12	bentonite	bentonite	NOUN
iogr-1357	98	13	particles	particle	NOUN
iogr-1357	98	14	in	in	ADP
iogr-1357	98	15	the	the	DET
iogr-1357	98	16	fluid	fluid	NOUN
iogr-1357	98	17	.	.	PUNCT
iogr-1357	99	1	the	the	DET
iogr-1357	99	2	carboxylic	carboxylic	ADJ
iogr-1357	99	3	acid	acid	NOUN
iogr-1357	99	4	groups	group	NOUN
iogr-1357	99	5	on	on	ADP
iogr-1357	99	6	the	the	DET
iogr-1357	99	7	mwcnt14	mwcnt14	NOUN
iogr-1357	99	8	18.5	18.5	NUM
iogr-1357	99	9	20	20	NUM
iogr-1357	99	10	20.5	20.5	NUM
iogr-1357	99	11	21.5	21.5	NUM
iogr-1357	99	12	25	25	NUM
iogr-1357	99	13	11	11	NUM
iogr-1357	99	14	18	18	NUM
iogr-1357	99	15	19	19	NUM
iogr-1357	99	16	20	20	NUM
iogr-1357	99	17	20	20	NUM
iogr-1357	99	18	22	22	NUM
iogr-1357	99	19	19.5	19.5	NUM
iogr-1357	99	20	27.5	27.5	NUM
iogr-1357	99	21	30	30	NUM
iogr-1357	99	22	30.5	30.5	NUM
iogr-1357	99	23	31.5	31.5	NUM
iogr-1357	99	24	33.5	33.5	NUM
iogr-1357	99	25	base	base	NOUN
iogr-1357	99	26	base	base	NOUN
iogr-1357	99	27	+	+	CCONJ
iogr-1357	99	28	0.125	0.125	NUM
iogr-1357	99	29	g	g	NOUN
iogr-1357	99	30	mwcnt	mwcnt	ADJ
iogr-1357	99	31	base	base	NOUN
iogr-1357	99	32	+	+	CCONJ
iogr-1357	99	33	0.250	0.250	NUM
iogr-1357	99	34	g	g	NOUN
iogr-1357	99	35	mwcnt	mwcnt	ADJ
iogr-1357	99	36	base	base	NOUN
iogr-1357	99	37	+	+	CCONJ
iogr-1357	99	38	0.500	0.500	NUM
iogr-1357	99	39	g	g	NOUN
iogr-1357	99	40	mwcnt	mwcnt	ADJ
iogr-1357	99	41	base	base	NOUN
iogr-1357	99	42	+	+	CCONJ
iogr-1357	99	43	0.750	0.750	NUM
iogr-1357	99	44	g	g	ADP
iogr-1357	99	45	mwcnt	mwcnt	ADJ
iogr-1357	99	46	base	base	NOUN
iogr-1357	99	47	+	+	CCONJ
iogr-1357	99	48	1.250	1.250	NUM
iogr-1357	99	49	g	g	ADP
iogr-1357	99	50	mwcnt	mwcnt	ADJ
iogr-1357	99	51	plastic	plastic	NOUN
iogr-1357	99	52	visosity	visosity	NOUN
iogr-1357	99	53	(	(	PUNCT
iogr-1357	99	54	cp	cp	NOUN
iogr-1357	99	55	)	)	PUNCT
iogr-1357	99	56	yield	yield	NOUN
iogr-1357	99	57	value	value	NOUN
iogr-1357	99	58	(	(	PUNCT
iogr-1357	99	59	ib/100	ib/100	NOUN
iogr-1357	99	60	^	^	SYM
iogr-1357	99	61	2	2	NUM
iogr-1357	99	62	)	)	PUNCT
iogr-1357	99	63	apparent	apparent	ADJ
iogr-1357	99	64	vicosity	vicosity	NOUN
iogr-1357	99	65	(	(	PUNCT
iogr-1357	99	66	cp	cp	NOUN
iogr-1357	99	67	)	)	PUNCT
iogr-1357	99	68	5	5	NUM
iogr-1357	99	69	8	8	NUM
iogr-1357	99	70	9	9	NUM
iogr-1357	99	71	9	9	NUM
iogr-1357	99	72	11	11	NUM
iogr-1357	99	73	12	12	NUM
iogr-1357	99	74	8	8	NUM
iogr-1357	99	75	9	9	NUM
iogr-1357	99	76	12	12	NUM
iogr-1357	99	77	12	12	NUM
iogr-1357	99	78	13	13	NUM
iogr-1357	99	79	14	14	NUM
iogr-1357	99	80	base	base	NOUN
iogr-1357	99	81	base	base	NOUN
iogr-1357	99	82	+	+	CCONJ
iogr-1357	99	83	0.125	0.125	NUM
iogr-1357	99	84	g	g	NOUN
iogr-1357	99	85	mwcnt	mwcnt	ADJ
iogr-1357	99	86	base	base	NOUN
iogr-1357	99	87	+	+	CCONJ
iogr-1357	99	88	0.250	0.250	NUM
iogr-1357	99	89	g	g	NOUN
iogr-1357	99	90	mwcnt	mwcnt	ADJ
iogr-1357	99	91	base	base	NOUN
iogr-1357	99	92	+	+	CCONJ
iogr-1357	99	93	0.500	0.500	NUM
iogr-1357	99	94	g	g	NOUN
iogr-1357	99	95	mwcnt	mwcnt	ADJ
iogr-1357	99	96	base	base	NOUN
iogr-1357	99	97	+	+	CCONJ
iogr-1357	99	98	0.750	0.750	NUM
iogr-1357	99	99	g	g	ADP
iogr-1357	99	100	mwcnt	mwcnt	ADJ
iogr-1357	99	101	base	base	NOUN
iogr-1357	99	102	+	+	CCONJ
iogr-1357	99	103	1.250	1.250	NUM
iogr-1357	99	104	g	g	NOUN
iogr-1357	99	105	mwcnt	mwcnt	ADJ
iogr-1357	99	106	gel	gel	NOUN
iogr-1357	99	107	at	at	ADP
iogr-1357	99	108	10	10	NUM
iogr-1357	99	109	-	-	PUNCT
iogr-1357	99	110	second	second	NOUN
iogr-1357	99	111	gel	gel	NOUN
iogr-1357	99	112	at	at	ADP
iogr-1357	99	113	10	10	NUM
iogr-1357	99	114	-	-	PUNCT
iogr-1357	99	115	minute	minute	NOUN
iogr-1357	99	116	improved	improved	ADJ
iogr-1357	99	117	oil	oil	NOUN
iogr-1357	99	118	and	and	CCONJ
iogr-1357	99	119	gas	gas	NOUN
iogr-1357	99	120	recovery	recovery	NOUN
iogr-1357	99	121	6	6	NUM
iogr-1357	99	122	cooh	cooh	NOUN
iogr-1357	99	123	can	can	AUX
iogr-1357	99	124	interact	interact	VERB
iogr-1357	99	125	with	with	ADP
iogr-1357	99	126	the	the	DET
iogr-1357	99	127	surface	surface	NOUN
iogr-1357	99	128	charges	charge	NOUN
iogr-1357	99	129	of	of	ADP
iogr-1357	99	130	the	the	DET
iogr-1357	99	131	bentonite	bentonite	NOUN
iogr-1357	99	132	particles	particle	NOUN
iogr-1357	99	133	,	,	PUNCT
iogr-1357	99	134	promoting	promote	VERB
iogr-1357	99	135	the	the	DET
iogr-1357	99	136	formation	formation	NOUN
iogr-1357	99	137	of	of	ADP
iogr-1357	99	138	aggregates	aggregate	NOUN
iogr-1357	99	139	and	and	CCONJ
iogr-1357	99	140	thus	thus	ADV
iogr-1357	99	141	increasing	increase	VERB
iogr-1357	99	142	the	the	DET
iogr-1357	99	143	viscosity	viscosity	NOUN
iogr-1357	99	144	.	.	PUNCT
iogr-1357	100	1	interestingly	interestingly	ADV
iogr-1357	100	2	,	,	PUNCT
iogr-1357	100	3	the	the	DET
iogr-1357	100	4	data	datum	NOUN
iogr-1357	100	5	also	also	ADV
iogr-1357	100	6	reveals	reveal	VERB
iogr-1357	100	7	an	an	DET
iogr-1357	100	8	unexpected	unexpected	ADJ
iogr-1357	100	9	trend	trend	NOUN
iogr-1357	100	10	:	:	PUNCT
iogr-1357	100	11	the	the	DET
iogr-1357	100	12	viscosity	viscosity	NOUN
iogr-1357	100	13	achieved	achieve	VERB
iogr-1357	100	14	with	with	ADP
iogr-1357	100	15	0.250	0.250	NUM
iogr-1357	100	16	g	g	NOUN
iogr-1357	100	17	of	of	ADP
iogr-1357	100	18	mwcnt	mwcnt	NOUN
iogr-1357	100	19	-	-	PUNCT
iogr-1357	100	20	cooh	cooh	NOUN
iogr-1357	100	21	is	be	AUX
iogr-1357	100	22	higher	high	ADJ
iogr-1357	100	23	than	than	ADP
iogr-1357	100	24	that	that	PRON
iogr-1357	100	25	observed	observe	VERB
iogr-1357	100	26	with	with	ADP
iogr-1357	100	27	0.500	0.500	NUM
iogr-1357	100	28	g.	g.	NOUN
iogr-1357	100	29	this	this	DET
iogr-1357	100	30	finding	finding	NOUN
iogr-1357	100	31	highlights	highlight	VERB
iogr-1357	100	32	the	the	DET
iogr-1357	100	33	non	non	ADJ
iogr-1357	100	34	-	-	ADJ
iogr-1357	100	35	linear	linear	ADJ
iogr-1357	100	36	nature	nature	NOUN
iogr-1357	100	37	of	of	ADP
iogr-1357	100	38	the	the	DET
iogr-1357	100	39	relationship	relationship	NOUN
iogr-1357	100	40	between	between	ADP
iogr-1357	100	41	mwcnt	mwcnt	ADJ
iogr-1357	100	42	concentration	concentration	NOUN
iogr-1357	100	43	and	and	CCONJ
iogr-1357	100	44	the	the	DET
iogr-1357	100	45	viscosity	viscosity	NOUN
iogr-1357	100	46	of	of	ADP
iogr-1357	100	47	the	the	DET
iogr-1357	100	48	fluid	fluid	NOUN
iogr-1357	100	49	.	.	PUNCT
iogr-1357	101	1	at	at	ADP
iogr-1357	101	2	lower	low	ADJ
iogr-1357	101	3	concentrations	concentration	NOUN
iogr-1357	101	4	,	,	PUNCT
iogr-1357	101	5	the	the	DET
iogr-1357	101	6	mwcnt	mwcnt	NOUN
iogr-1357	101	7	-	-	PUNCT
iogr-1357	101	8	cooh	cooh	NOUN
iogr-1357	101	9	may	may	AUX
iogr-1357	101	10	interact	interact	VERB
iogr-1357	101	11	more	more	ADV
iogr-1357	101	12	effectively	effectively	ADV
iogr-1357	101	13	with	with	ADP
iogr-1357	101	14	the	the	DET
iogr-1357	101	15	bentonite	bentonite	NOUN
iogr-1357	101	16	particles	particle	NOUN
iogr-1357	101	17	,	,	PUNCT
iogr-1357	101	18	leading	lead	VERB
iogr-1357	101	19	to	to	ADP
iogr-1357	101	20	a	a	DET
iogr-1357	101	21	more	more	ADV
iogr-1357	101	22	significant	significant	ADJ
iogr-1357	101	23	increase	increase	NOUN
iogr-1357	101	24	in	in	ADP
iogr-1357	101	25	viscosity	viscosity	NOUN
iogr-1357	101	26	.	.	PUNCT
iogr-1357	102	1	as	as	SCONJ
iogr-1357	102	2	the	the	DET
iogr-1357	102	3	concentration	concentration	NOUN
iogr-1357	102	4	increases	increase	VERB
iogr-1357	102	5	further	far	ADV
iogr-1357	102	6	,	,	PUNCT
iogr-1357	102	7	factors	factor	NOUN
iogr-1357	102	8	such	such	ADJ
iogr-1357	102	9	as	as	ADP
iogr-1357	102	10	aggregation	aggregation	NOUN
iogr-1357	102	11	of	of	ADP
iogr-1357	102	12	the	the	DET
iogr-1357	102	13	mwcnts	mwcnt	NOUN
iogr-1357	102	14	themselves	themselves	PRON
iogr-1357	102	15	or	or	CCONJ
iogr-1357	102	16	steric	steric	ADJ
iogr-1357	102	17	hindrance	hindrance	NOUN
iogr-1357	102	18	may	may	AUX
iogr-1357	102	19	come	come	VERB
iogr-1357	102	20	into	into	ADP
iogr-1357	102	21	play	play	NOUN
iogr-1357	102	22	,	,	PUNCT
iogr-1357	102	23	reducing	reduce	VERB
iogr-1357	102	24	the	the	DET
iogr-1357	102	25	effectiveness	effectiveness	NOUN
iogr-1357	102	26	of	of	ADP
iogr-1357	102	27	their	their	PRON
iogr-1357	102	28	interaction	interaction	NOUN
iogr-1357	102	29	with	with	ADP
iogr-1357	102	30	the	the	DET
iogr-1357	102	31	bentonite	bentonite	NOUN
iogr-1357	102	32	particles	particle	NOUN
iogr-1357	102	33	and	and	CCONJ
iogr-1357	102	34	resulting	result	VERB
iogr-1357	102	35	in	in	ADP
iogr-1357	102	36	a	a	DET
iogr-1357	102	37	lessthan	lessthan	NOUN
iogr-1357	102	38	-	-	PUNCT
iogr-1357	102	39	expected	expect	VERB
iogr-1357	102	40	increase	increase	NOUN
iogr-1357	102	41	in	in	ADP
iogr-1357	102	42	viscosity	viscosity	NOUN
iogr-1357	102	43	.	.	PUNCT
iogr-1357	103	1	this	this	PRON
iogr-1357	103	2	implies	imply	VERB
iogr-1357	103	3	that	that	SCONJ
iogr-1357	103	4	the	the	DET
iogr-1357	103	5	interaction	interaction	NOUN
iogr-1357	103	6	mechanisms	mechanism	NOUN
iogr-1357	103	7	between	between	ADP
iogr-1357	103	8	nanoparticles	nanoparticle	NOUN
iogr-1357	103	9	and	and	CCONJ
iogr-1357	103	10	the	the	DET
iogr-1357	103	11	drilling	drilling	NOUN
iogr-1357	103	12	fluid	fluid	NOUN
iogr-1357	103	13	system	system	NOUN
iogr-1357	103	14	are	be	AUX
iogr-1357	103	15	complex	complex	ADJ
iogr-1357	103	16	and	and	CCONJ
iogr-1357	103	17	concentration	concentration	NOUN
iogr-1357	103	18	dependent	dependent	ADJ
iogr-1357	103	19	.	.	PUNCT
iogr-1357	104	1	figure	figure	NOUN
iogr-1357	104	2	3	3	NUM
iogr-1357	104	3	—	—	PUNCT
iogr-1357	104	4	viscometer	viscometer	NOUN
iogr-1357	104	5	data	datum	NOUN
iogr-1357	104	6	at	at	ADP
iogr-1357	104	7	for	for	ADP
iogr-1357	104	8	multi	multi	ADJ
iogr-1357	104	9	-	-	ADJ
iogr-1357	104	10	walled	walled	ADJ
iogr-1357	104	11	carbon	carbon	NOUN
iogr-1357	104	12	nanotube	nanotube	NOUN
iogr-1357	104	13	fluids	fluid	NOUN
iogr-1357	104	14	.	.	PUNCT
iogr-1357	105	1	filtration	filtration	NOUN
iogr-1357	105	2	results	result	NOUN
iogr-1357	105	3	.	.	PUNCT
iogr-1357	106	1	filtration	filtration	NOUN
iogr-1357	106	2	is	be	AUX
iogr-1357	106	3	a	a	DET
iogr-1357	106	4	critical	critical	ADJ
iogr-1357	106	5	factor	factor	NOUN
iogr-1357	106	6	in	in	ADP
iogr-1357	106	7	extending	extend	VERB
iogr-1357	106	8	the	the	DET
iogr-1357	106	9	lifespan	lifespan	NOUN
iogr-1357	106	10	of	of	ADP
iogr-1357	106	11	boreholes	borehole	NOUN
iogr-1357	106	12	.	.	PUNCT
iogr-1357	107	1	for	for	ADP
iogr-1357	107	2	water	water	NOUN
iogr-1357	107	3	-	-	PUNCT
iogr-1357	107	4	based	base	VERB
iogr-1357	107	5	drilling	drilling	NOUN
iogr-1357	107	6	fluids	fluid	NOUN
iogr-1357	107	7	,	,	PUNCT
iogr-1357	107	8	low	low	ADJ
iogr-1357	107	9	filtration	filtration	NOUN
iogr-1357	107	10	is	be	AUX
iogr-1357	107	11	particularly	particularly	ADV
iogr-1357	107	12	advantageous	advantageous	ADJ
iogr-1357	107	13	as	as	SCONJ
iogr-1357	107	14	it	it	PRON
iogr-1357	107	15	enhances	enhance	VERB
iogr-1357	107	16	the	the	DET
iogr-1357	107	17	wellbore	wellbore	NOUN
iogr-1357	107	18	’s	’s	PART
iogr-1357	107	19	structural	structural	ADJ
iogr-1357	107	20	integrity	integrity	NOUN
iogr-1357	107	21	.	.	PUNCT
iogr-1357	108	1	filtration	filtration	NOUN
iogr-1357	108	2	loss	loss	NOUN
iogr-1357	108	3	and	and	CCONJ
iogr-1357	108	4	mwcnt	mwcnt	ADJ
iogr-1357	108	5	addition	addition	NOUN
iogr-1357	108	6	.	.	PUNCT
iogr-1357	109	1	as	as	SCONJ
iogr-1357	109	2	depicted	depict	VERB
iogr-1357	109	3	in	in	ADP
iogr-1357	109	4	figure	figure	NOUN
iogr-1357	109	5	4	4	NUM
iogr-1357	109	6	,	,	PUNCT
iogr-1357	109	7	when	when	SCONJ
iogr-1357	109	8	analyzing	analyze	VERB
iogr-1357	109	9	the	the	DET
iogr-1357	109	10	filtration	filtration	NOUN
iogr-1357	109	11	loss	loss	NOUN
iogr-1357	109	12	characteristics	characteristic	NOUN
iogr-1357	109	13	of	of	ADP
iogr-1357	109	14	the	the	DET
iogr-1357	109	15	formulated	formulate	VERB
iogr-1357	109	16	drilling	drilling	NOUN
iogr-1357	109	17	fluid	fluid	NOUN
iogr-1357	109	18	systems	system	NOUN
iogr-1357	109	19	,	,	PUNCT
iogr-1357	109	20	it	it	PRON
iogr-1357	109	21	was	be	AUX
iogr-1357	109	22	found	find	VERB
iogr-1357	109	23	that	that	SCONJ
iogr-1357	109	24	adding	add	VERB
iogr-1357	109	25	1.25	1.25	NUM
iogr-1357	109	26	grams	gram	NOUN
iogr-1357	109	27	of	of	ADP
iogr-1357	109	28	multi	multi	ADJ
iogr-1357	109	29	-	-	ADJ
iogr-1357	109	30	walled	walled	ADJ
iogr-1357	109	31	carbon	carbon	NOUN
iogr-1357	109	32	nanotubes	nanotube	NOUN
iogr-1357	109	33	(	(	PUNCT
iogr-1357	109	34	mwcnts	mwcnt	NOUN
iogr-1357	109	35	)	)	PUNCT
iogr-1357	109	36	results	result	NOUN
iogr-1357	109	37	in	in	ADP
iogr-1357	109	38	the	the	DET
iogr-1357	109	39	least	least	ADJ
iogr-1357	109	40	amount	amount	NOUN
iogr-1357	109	41	of	of	ADP
iogr-1357	109	42	filtration	filtration	NOUN
iogr-1357	109	43	loss	loss	NOUN
iogr-1357	109	44	.	.	PUNCT
iogr-1357	110	1	the	the	DET
iogr-1357	110	2	presence	presence	NOUN
iogr-1357	110	3	of	of	ADP
iogr-1357	110	4	mwcnts	mwcnt	NOUN
iogr-1357	110	5	reduces	reduce	VERB
iogr-1357	110	6	the	the	DET
iogr-1357	110	7	filtrate	filtrate	ADJ
iogr-1357	110	8	loss	loss	NOUN
iogr-1357	110	9	of	of	ADP
iogr-1357	110	10	the	the	DET
iogr-1357	110	11	drilling	drilling	NOUN
iogr-1357	110	12	fluid	fluid	NOUN
iogr-1357	110	13	by	by	ADP
iogr-1357	110	14	approximately	approximately	ADV
iogr-1357	110	15	7	7	NUM
iogr-1357	110	16	%	%	NOUN
iogr-1357	110	17	.	.	PUNCT
iogr-1357	111	1	filtration	filtration	NOUN
iogr-1357	111	2	loss	loss	NOUN
iogr-1357	111	3	in	in	ADP
iogr-1357	111	4	areas	area	NOUN
iogr-1357	111	5	with	with	ADP
iogr-1357	111	6	naturally	naturally	ADV
iogr-1357	111	7	fractured	fracture	VERB
iogr-1357	111	8	surfaces	surface	NOUN
iogr-1357	111	9	,	,	PUNCT
iogr-1357	111	10	crevices	crevice	NOUN
iogr-1357	111	11	,	,	PUNCT
iogr-1357	111	12	and	and	CCONJ
iogr-1357	111	13	channels	channel	NOUN
iogr-1357	111	14	can	can	AUX
iogr-1357	111	15	have	have	VERB
iogr-1357	111	16	a	a	DET
iogr-1357	111	17	substantial	substantial	ADJ
iogr-1357	111	18	impact	impact	NOUN
iogr-1357	111	19	on	on	ADP
iogr-1357	111	20	both	both	CCONJ
iogr-1357	111	21	the	the	DET
iogr-1357	111	22	cost	cost	NOUN
iogr-1357	111	23	and	and	CCONJ
iogr-1357	111	24	the	the	DET
iogr-1357	111	25	time	time	NOUN
iogr-1357	111	26	required	require	VERB
iogr-1357	111	27	to	to	PART
iogr-1357	111	28	reach	reach	VERB
iogr-1357	111	29	the	the	DET
iogr-1357	111	30	target	target	NOUN
iogr-1357	111	31	drilling	drilling	NOUN
iogr-1357	111	32	depth	depth	NOUN
iogr-1357	111	33	.	.	PUNCT
iogr-1357	112	1	the	the	DET
iogr-1357	112	2	mwcnts	mwcnt	NOUN
iogr-1357	112	3	likely	likely	ADV
iogr-1357	112	4	act	act	VERB
iogr-1357	112	5	as	as	ADP
iogr-1357	112	6	a	a	DET
iogr-1357	112	7	physical	physical	ADJ
iogr-1357	112	8	barrier	barrier	NOUN
iogr-1357	112	9	,	,	PUNCT
iogr-1357	112	10	plugging	plug	VERB
iogr-1357	112	11	the	the	DET
iogr-1357	112	12	pores	pore	NOUN
iogr-1357	112	13	and	and	CCONJ
iogr-1357	112	14	small	small	ADJ
iogr-1357	112	15	openings	opening	NOUN
iogr-1357	112	16	in	in	ADP
iogr-1357	112	17	the	the	DET
iogr-1357	112	18	formation	formation	NOUN
iogr-1357	112	19	,	,	PUNCT
iogr-1357	112	20	thereby	thereby	ADV
iogr-1357	112	21	reducing	reduce	VERB
iogr-1357	112	22	the	the	DET
iogr-1357	112	23	amount	amount	NOUN
iogr-1357	112	24	of	of	ADP
iogr-1357	112	25	fluid	fluid	NOUN
iogr-1357	112	26	that	that	PRON
iogr-1357	112	27	can	can	AUX
iogr-1357	112	28	seep	seep	VERB
iogr-1357	112	29	into	into	ADP
iogr-1357	112	30	the	the	DET
iogr-1357	112	31	surrounding	surround	VERB
iogr-1357	112	32	rock	rock	NOUN
iogr-1357	112	33	.	.	PUNCT
iogr-1357	113	1	this	this	DET
iogr-1357	113	2	reduction	reduction	NOUN
iogr-1357	113	3	in	in	ADP
iogr-1357	113	4	filtrate	filtrate	ADJ
iogr-1357	113	5	loss	loss	NOUN
iogr-1357	113	6	helps	help	VERB
iogr-1357	113	7	maintain	maintain	VERB
iogr-1357	113	8	the	the	DET
iogr-1357	113	9	hydrostatic	hydrostatic	ADJ
iogr-1357	113	10	pressure	pressure	NOUN
iogr-1357	113	11	within	within	ADP
iogr-1357	113	12	the	the	DET
iogr-1357	113	13	wellbore	wellbore	NOUN
iogr-1357	113	14	,	,	PUNCT
iogr-1357	113	15	preventing	prevent	VERB
iogr-1357	113	16	issues	issue	NOUN
iogr-1357	113	17	such	such	ADJ
iogr-1357	113	18	as	as	ADP
iogr-1357	113	19	wellbore	wellbore	NOUN
iogr-1357	113	20	instability	instability	NOUN
iogr-1357	113	21	and	and	CCONJ
iogr-1357	113	22	formation	formation	NOUN
iogr-1357	113	23	damage	damage	NOUN
iogr-1357	113	24	.	.	PUNCT
iogr-1357	114	1	0	0	NUM
iogr-1357	114	2	20	20	NUM
iogr-1357	114	3	40	40	NUM
iogr-1357	114	4	60	60	NUM
iogr-1357	114	5	80	80	NUM
iogr-1357	114	6	60030020010063	60030020010063	NUM
iogr-1357	114	7	s	s	NOUN
iogr-1357	114	8	h	h	NOUN
iogr-1357	114	9	ea	ea	NOUN
iogr-1357	115	1	r	r	NOUN
iogr-1357	115	2	r	r	NOUN
iogr-1357	115	3	at	at	ADP
iogr-1357	115	4	e	e	NOUN
iogr-1357	115	5	,	,	PUNCT
iogr-1357	115	6	i	i	PRON
iogr-1357	115	7	b	b	NOUN
iogr-1357	115	8	/1	/1	NOUN
iogr-1357	115	9	0	0	NUM
iogr-1357	115	10	0	0	NUM
iogr-1357	115	11	2	2	NUM
iogr-1357	115	12	rpm	rpm	NOUN
iogr-1357	115	13	base	base	NOUN
iogr-1357	115	14	base	base	NOUN
iogr-1357	115	15	+	+	CCONJ
iogr-1357	115	16	0.125	0.125	NUM
iogr-1357	115	17	g	g	NOUN
iogr-1357	115	18	mwcnt	mwcnt	ADJ
iogr-1357	115	19	base	base	NOUN
iogr-1357	115	20	+	+	CCONJ
iogr-1357	115	21	0.250	0.250	NUM
iogr-1357	115	22	g	g	NOUN
iogr-1357	115	23	mwcnt	mwcnt	ADJ
iogr-1357	115	24	base	base	NOUN
iogr-1357	115	25	+	+	CCONJ
iogr-1357	115	26	0.500	0.500	NUM
iogr-1357	115	27	g	g	NOUN
iogr-1357	115	28	mwcnt	mwcnt	ADJ
iogr-1357	115	29	base	base	NOUN
iogr-1357	115	30	+	+	CCONJ
iogr-1357	115	31	0.750	0.750	NUM
iogr-1357	115	32	g	g	ADP
iogr-1357	115	33	mwcnt	mwcnt	ADJ
iogr-1357	115	34	base	base	NOUN
iogr-1357	115	35	+	+	CCONJ
iogr-1357	115	36	1.250	1.250	NUM
iogr-1357	115	37	g	g	NOUN
iogr-1357	115	38	mwcnt	mwcnt	ADV
iogr-1357	115	39	improved	improve	VERB
iogr-1357	115	40	oil	oil	NOUN
iogr-1357	115	41	and	and	CCONJ
iogr-1357	115	42	gas	gas	NOUN
iogr-1357	115	43	recovery	recovery	NOUN
iogr-1357	115	44	7	7	NUM
iogr-1357	115	45	figure	figure	NOUN
iogr-1357	115	46	4	4	NUM
iogr-1357	115	47	—	—	PUNCT
iogr-1357	115	48	filtrate	filtrate	ADJ
iogr-1357	115	49	loss	loss	NOUN
iogr-1357	115	50	vs	vs	ADP
iogr-1357	115	51	mwcnt	mwcnt	ADJ
iogr-1357	115	52	concentration	concentration	NOUN
iogr-1357	115	53	.	.	PUNCT
iogr-1357	116	1	mud	mud	NOUN
iogr-1357	116	2	cake	cake	NOUN
iogr-1357	116	3	thickness	thickness	NOUN
iogr-1357	116	4	and	and	CCONJ
iogr-1357	116	5	mwcnt	mwcnt	ADJ
iogr-1357	116	6	concentration	concentration	NOUN
iogr-1357	116	7	.	.	PUNCT
iogr-1357	117	1	figure	figure	NOUN
iogr-1357	117	2	5	5	NUM
iogr-1357	117	3	shows	show	VERB
iogr-1357	117	4	the	the	DET
iogr-1357	117	5	relationship	relationship	NOUN
iogr-1357	117	6	between	between	ADP
iogr-1357	117	7	the	the	DET
iogr-1357	117	8	thickness	thickness	NOUN
iogr-1357	117	9	of	of	ADP
iogr-1357	117	10	the	the	DET
iogr-1357	117	11	mud	mud	NOUN
iogr-1357	117	12	cake	cake	NOUN
iogr-1357	117	13	and	and	CCONJ
iogr-1357	117	14	the	the	DET
iogr-1357	117	15	concentration	concentration	NOUN
iogr-1357	117	16	of	of	ADP
iogr-1357	117	17	multi	multi	ADJ
iogr-1357	117	18	-	-	ADJ
iogr-1357	117	19	walled	walled	ADJ
iogr-1357	117	20	carbon	carbon	NOUN
iogr-1357	117	21	nanotubes	nanotube	NOUN
iogr-1357	117	22	(	(	PUNCT
iogr-1357	117	23	mwcnt	mwcnt	ADV
iogr-1357	117	24	)	)	PUNCT
iogr-1357	117	25	in	in	ADP
iogr-1357	117	26	the	the	DET
iogr-1357	117	27	drilling	drilling	NOUN
iogr-1357	117	28	mud	mud	NOUN
iogr-1357	117	29	.	.	PUNCT
iogr-1357	118	1	as	as	ADP
iogr-1357	118	2	the	the	DET
iogr-1357	118	3	quantity	quantity	NOUN
iogr-1357	118	4	of	of	ADP
iogr-1357	118	5	mwcnt	mwcnt	ADJ
iogr-1357	118	6	increases	increase	NOUN
iogr-1357	118	7	,	,	PUNCT
iogr-1357	118	8	a	a	DET
iogr-1357	118	9	thicker	thick	ADJ
iogr-1357	118	10	mud	mud	NOUN
iogr-1357	118	11	cake	cake	NOUN
iogr-1357	118	12	is	be	AUX
iogr-1357	118	13	formed	form	VERB
iogr-1357	118	14	.	.	PUNCT
iogr-1357	119	1	a	a	DET
iogr-1357	119	2	thicker	thick	ADJ
iogr-1357	119	3	mud	mud	NOUN
iogr-1357	119	4	cake	cake	NOUN
iogr-1357	119	5	,	,	PUNCT
iogr-1357	119	6	especially	especially	ADV
iogr-1357	119	7	in	in	ADP
iogr-1357	119	8	a	a	DET
iogr-1357	119	9	narrower	narrow	ADJ
iogr-1357	119	10	borehole	borehole	NOUN
iogr-1357	119	11	,	,	PUNCT
iogr-1357	119	12	can	can	AUX
iogr-1357	119	13	put	put	VERB
iogr-1357	119	14	pressure	pressure	NOUN
iogr-1357	119	15	on	on	ADP
iogr-1357	119	16	the	the	DET
iogr-1357	119	17	rig	rig	NOUN
iogr-1357	119	18	pump	pump	NOUN
iogr-1357	119	19	.	.	PUNCT
iogr-1357	120	1	this	this	DET
iogr-1357	120	2	additional	additional	ADJ
iogr-1357	120	3	pressure	pressure	NOUN
iogr-1357	120	4	leads	lead	VERB
iogr-1357	120	5	to	to	ADP
iogr-1357	120	6	negative	negative	ADJ
iogr-1357	120	7	consequences	consequence	NOUN
iogr-1357	120	8	such	such	ADJ
iogr-1357	120	9	as	as	ADP
iogr-1357	120	10	increased	increase	VERB
iogr-1357	120	11	costs	cost	NOUN
iogr-1357	120	12	due	due	ADJ
iogr-1357	120	13	to	to	ADP
iogr-1357	120	14	higher	high	ADJ
iogr-1357	120	15	energy	energy	NOUN
iogr-1357	120	16	consumption	consumption	NOUN
iogr-1357	120	17	and	and	CCONJ
iogr-1357	120	18	longer	long	ADV
iogr-1357	120	19	rig	rig	VERB
iogr-1357	120	20	operating	operating	NOUN
iogr-1357	120	21	times	time	NOUN
iogr-1357	120	22	.	.	PUNCT
iogr-1357	121	1	however	however	ADV
iogr-1357	121	2	,	,	PUNCT
iogr-1357	121	3	despite	despite	SCONJ
iogr-1357	121	4	the	the	DET
iogr-1357	121	5	challenges	challenge	NOUN
iogr-1357	121	6	posed	pose	VERB
iogr-1357	121	7	by	by	ADP
iogr-1357	121	8	a	a	DET
iogr-1357	121	9	thick	thick	ADJ
iogr-1357	121	10	mud	mud	NOUN
iogr-1357	121	11	cake	cake	NOUN
iogr-1357	121	12	,	,	PUNCT
iogr-1357	121	13	minimizing	minimize	VERB
iogr-1357	121	14	filtration	filtration	NOUN
iogr-1357	121	15	loss	loss	NOUN
iogr-1357	121	16	can	can	AUX
iogr-1357	121	17	help	help	VERB
iogr-1357	121	18	mitigate	mitigate	VERB
iogr-1357	121	19	some	some	PRON
iogr-1357	121	20	of	of	ADP
iogr-1357	121	21	the	the	DET
iogr-1357	121	22	complications	complication	NOUN
iogr-1357	121	23	and	and	CCONJ
iogr-1357	121	24	costs	cost	NOUN
iogr-1357	121	25	associated	associate	VERB
iogr-1357	121	26	with	with	ADP
iogr-1357	121	27	drilling	drilling	NOUN
iogr-1357	121	28	.	.	PUNCT
iogr-1357	122	1	by	by	ADP
iogr-1357	122	2	reducing	reduce	VERB
iogr-1357	122	3	the	the	DET
iogr-1357	122	4	amount	amount	NOUN
iogr-1357	122	5	of	of	ADP
iogr-1357	122	6	fluid	fluid	NOUN
iogr-1357	122	7	lost	lose	VERB
iogr-1357	122	8	to	to	ADP
iogr-1357	122	9	the	the	DET
iogr-1357	122	10	formation	formation	NOUN
iogr-1357	122	11	,	,	PUNCT
iogr-1357	122	12	the	the	DET
iogr-1357	122	13	overall	overall	ADJ
iogr-1357	122	14	stability	stability	NOUN
iogr-1357	122	15	of	of	ADP
iogr-1357	122	16	the	the	DET
iogr-1357	122	17	wellbore	wellbore	NOUN
iogr-1357	122	18	can	can	AUX
iogr-1357	122	19	be	be	AUX
iogr-1357	122	20	improved	improve	VERB
iogr-1357	122	21	,	,	PUNCT
iogr-1357	122	22	and	and	CCONJ
iogr-1357	122	23	the	the	DET
iogr-1357	122	24	risk	risk	NOUN
iogr-1357	122	25	of	of	ADP
iogr-1357	122	26	problems	problem	NOUN
iogr-1357	122	27	like	like	ADP
iogr-1357	122	28	differential	differential	NOUN
iogr-1357	122	29	sticking	sticking	NOUN
iogr-1357	122	30	and	and	CCONJ
iogr-1357	122	31	wellbore	wellbore	NOUN
iogr-1357	122	32	collapse	collapse	NOUN
iogr-1357	122	33	can	can	AUX
iogr-1357	122	34	be	be	AUX
iogr-1357	122	35	decreased	decrease	VERB
iogr-1357	122	36	.	.	PUNCT
iogr-1357	123	1	this	this	PRON
iogr-1357	123	2	indicates	indicate	VERB
iogr-1357	123	3	a	a	DET
iogr-1357	123	4	trade	trade	NOUN
iogr-1357	123	5	-	-	PUNCT
iogr-1357	123	6	off	off	NOUN
iogr-1357	123	7	in	in	ADP
iogr-1357	123	8	the	the	DET
iogr-1357	123	9	use	use	NOUN
iogr-1357	123	10	of	of	ADP
iogr-1357	123	11	mwcnts	mwcnt	NOUN
iogr-1357	123	12	in	in	ADP
iogr-1357	123	13	drilling	drilling	NOUN
iogr-1357	123	14	fluids	fluid	NOUN
iogr-1357	123	15	:	:	PUNCT
iogr-1357	123	16	while	while	SCONJ
iogr-1357	123	17	they	they	PRON
iogr-1357	123	18	are	be	AUX
iogr-1357	123	19	effective	effective	ADJ
iogr-1357	123	20	in	in	ADP
iogr-1357	123	21	reducing	reduce	VERB
iogr-1357	123	22	filtration	filtration	NOUN
iogr-1357	123	23	loss	loss	NOUN
iogr-1357	123	24	,	,	PUNCT
iogr-1357	123	25	their	their	PRON
iogr-1357	123	26	impact	impact	NOUN
iogr-1357	123	27	on	on	ADP
iogr-1357	123	28	mud	mud	NOUN
iogr-1357	123	29	cake	cake	NOUN
iogr-1357	123	30	thickness	thickness	NOUN
iogr-1357	123	31	needs	need	VERB
iogr-1357	123	32	to	to	PART
iogr-1357	123	33	be	be	AUX
iogr-1357	123	34	carefully	carefully	ADV
iogr-1357	123	35	considered	consider	VERB
iogr-1357	123	36	and	and	CCONJ
iogr-1357	123	37	managed	manage	VERB
iogr-1357	123	38	to	to	PART
iogr-1357	123	39	optimize	optimize	VERB
iogr-1357	123	40	drilling	drilling	NOUN
iogr-1357	123	41	operations	operation	NOUN
iogr-1357	123	42	.	.	PUNCT
iogr-1357	124	1	figure	figure	VERB
iogr-1357	124	2	5	5	NUM
iogr-1357	124	3	—	—	PUNCT
iogr-1357	124	4	cake	cake	NOUN
iogr-1357	124	5	thickness	thickness	NOUN
iogr-1357	124	6	measurement	measurement	NOUN
iogr-1357	124	7	of	of	ADP
iogr-1357	124	8	multi	multi	ADJ
iogr-1357	124	9	-	-	ADJ
iogr-1357	124	10	walled	walled	ADJ
iogr-1357	124	11	carbon	carbon	NOUN
iogr-1357	124	12	nanotube	nanotube	NOUN
iogr-1357	124	13	fluids	fluid	NOUN
iogr-1357	124	14	(	(	PUNCT
iogr-1357	124	15	in	in	ADP
iogr-1357	124	16	mm	mm	PROPN
iogr-1357	124	17	)	)	PUNCT
iogr-1357	124	18	.	.	PUNCT
iogr-1357	125	1	9	9	NUM
iogr-1357	125	2	8.6	8.6	NUM
iogr-1357	125	3	8.5	8.5	NUM
iogr-1357	125	4	8.45	8.45	NUM
iogr-1357	125	5	8.4	8.4	NUM
iogr-1357	125	6	8.25	8.25	NUM
iogr-1357	125	7	base	base	NOUN
iogr-1357	125	8	base	base	NOUN
iogr-1357	125	9	+	+	CCONJ
iogr-1357	125	10	0.125	0.125	NUM
iogr-1357	125	11	g	g	NOUN
iogr-1357	125	12	mwcnt	mwcnt	ADJ
iogr-1357	125	13	base	base	NOUN
iogr-1357	125	14	+	+	CCONJ
iogr-1357	125	15	0.250	0.250	NUM
iogr-1357	125	16	g	g	NOUN
iogr-1357	125	17	mwcnt	mwcnt	ADJ
iogr-1357	125	18	base	base	NOUN
iogr-1357	125	19	+	+	CCONJ
iogr-1357	125	20	0.500	0.500	NUM
iogr-1357	125	21	g	g	NOUN
iogr-1357	125	22	mwcnt	mwcnt	ADJ
iogr-1357	125	23	base	base	NOUN
iogr-1357	125	24	+	+	CCONJ
iogr-1357	125	25	0.750	0.750	NUM
iogr-1357	125	26	g	g	ADP
iogr-1357	125	27	mwcnt	mwcnt	ADJ
iogr-1357	125	28	base	base	NOUN
iogr-1357	125	29	+	+	CCONJ
iogr-1357	125	30	1.250	1.250	NUM
iogr-1357	125	31	g	g	NOUN
iogr-1357	125	32	mwcnt	mwcnt	PROPN
iogr-1357	125	33	f	f	PROPN
iogr-1357	125	34	il	il	PROPN
iogr-1357	125	35	tr	tr	VERB
iogr-1357	125	36	at	at	ADP
iogr-1357	125	37	io	io	X
iogr-1357	125	38	n	n	PROPN
iogr-1357	125	39	,	,	PUNCT
iogr-1357	125	40	m	m	VERB
iogr-1357	125	41	l	l	NOUN
iogr-1357	125	42	base	base	NOUN
iogr-1357	125	43	base	base	NOUN
iogr-1357	125	44	+	+	CCONJ
iogr-1357	125	45	0.125	0.125	NUM
iogr-1357	125	46	g	g	NOUN
iogr-1357	125	47	mwcnt	mwcnt	ADJ
iogr-1357	125	48	base	base	NOUN
iogr-1357	125	49	+	+	CCONJ
iogr-1357	125	50	0.250	0.250	NUM
iogr-1357	125	51	g	g	NOUN
iogr-1357	125	52	mwcnt	mwcnt	ADJ
iogr-1357	125	53	base	base	NOUN
iogr-1357	125	54	+	+	CCONJ
iogr-1357	125	55	0.500	0.500	NUM
iogr-1357	125	56	g	g	NOUN
iogr-1357	125	57	mwcnt	mwcnt	ADJ
iogr-1357	125	58	base	base	NOUN
iogr-1357	125	59	+	+	CCONJ
iogr-1357	125	60	0.750	0.750	NUM
iogr-1357	125	61	g	g	ADP
iogr-1357	125	62	mwcnt	mwcnt	ADJ
iogr-1357	125	63	base	base	NOUN
iogr-1357	125	64	+	+	CCONJ
iogr-1357	125	65	1.250	1.250	NUM
iogr-1357	125	66	g	g	NOUN
iogr-1357	125	67	mwcnt	mwcnt	ADV
iogr-1357	125	68	0.2	0.2	NUM
iogr-1357	125	69	0.22	0.22	NUM
iogr-1357	125	70	0.23	0.23	NUM
iogr-1357	125	71	0.25	0.25	NUM
iogr-1357	125	72	0.26	0.26	NUM
iogr-1357	125	73	0.29	0.29	NUM
iogr-1357	125	74	base	base	NOUN
iogr-1357	125	75	base	base	NOUN
iogr-1357	125	76	+	+	CCONJ
iogr-1357	125	77	0.125	0.125	NUM
iogr-1357	125	78	g	g	NOUN
iogr-1357	125	79	mwcnt	mwcnt	ADJ
iogr-1357	125	80	base	base	NOUN
iogr-1357	125	81	+	+	CCONJ
iogr-1357	125	82	0.250	0.250	NUM
iogr-1357	125	83	g	g	NOUN
iogr-1357	125	84	mwcnt	mwcnt	ADJ
iogr-1357	125	85	base	base	NOUN
iogr-1357	125	86	+	+	CCONJ
iogr-1357	125	87	0.500	0.500	NUM
iogr-1357	125	88	g	g	NOUN
iogr-1357	125	89	mwcnt	mwcnt	ADJ
iogr-1357	125	90	base	base	NOUN
iogr-1357	125	91	+	+	CCONJ
iogr-1357	125	92	0.750	0.750	NUM
iogr-1357	125	93	g	g	ADP
iogr-1357	125	94	mwcnt	mwcnt	ADJ
iogr-1357	125	95	base	base	NOUN
iogr-1357	125	96	+	+	CCONJ
iogr-1357	125	97	1.250	1.250	NUM
iogr-1357	125	98	g	g	NOUN
iogr-1357	125	99	mwcnt	mwcnt	PROPN
iogr-1357	125	100	c	c	PROPN
iogr-1357	125	101	ak	ak	PROPN
iogr-1357	125	102	e	e	PROPN
iogr-1357	125	103	t	t	PROPN
iogr-1357	125	104	h	h	NOUN
iogr-1357	125	105	ic	ic	PROPN
iogr-1357	126	1	k	k	PROPN
iogr-1357	126	2	n	n	ADV
iogr-1357	126	3	es	es	X
iogr-1357	126	4	s	s	PROPN
iogr-1357	126	5	,	,	PUNCT
iogr-1357	126	6	m	m	VERB
iogr-1357	126	7	m	m	NOUN
iogr-1357	126	8	base	base	ADJ
iogr-1357	126	9	base	base	NOUN
iogr-1357	126	10	+	+	CCONJ
iogr-1357	126	11	0.125	0.125	NUM
iogr-1357	126	12	g	g	NOUN
iogr-1357	126	13	mwcnt	mwcnt	ADJ
iogr-1357	126	14	base	base	NOUN
iogr-1357	126	15	+	+	CCONJ
iogr-1357	126	16	0.250	0.250	NUM
iogr-1357	126	17	g	g	NOUN
iogr-1357	126	18	mwcnt	mwcnt	ADJ
iogr-1357	126	19	base	base	NOUN
iogr-1357	126	20	+	+	CCONJ
iogr-1357	126	21	0.500	0.500	NUM
iogr-1357	126	22	g	g	NOUN
iogr-1357	126	23	mwcnt	mwcnt	ADJ
iogr-1357	126	24	base	base	NOUN
iogr-1357	126	25	+	+	CCONJ
iogr-1357	126	26	0.750	0.750	NUM
iogr-1357	126	27	g	g	ADP
iogr-1357	126	28	mwcnt	mwcnt	ADJ
iogr-1357	126	29	base	base	NOUN
iogr-1357	126	30	+	+	CCONJ
iogr-1357	126	31	1.250	1.250	NUM
iogr-1357	126	32	g	g	NOUN
iogr-1357	126	33	mwcnt	mwcnt	ADV
iogr-1357	126	34	improved	improve	VERB
iogr-1357	126	35	oil	oil	NOUN
iogr-1357	126	36	and	and	CCONJ
iogr-1357	126	37	gas	gas	NOUN
iogr-1357	126	38	recovery	recovery	NOUN
iogr-1357	126	39	8	8	NUM
iogr-1357	126	40	conclusions	conclusion	NOUN
iogr-1357	126	41	this	this	DET
iogr-1357	126	42	study	study	NOUN
iogr-1357	126	43	demonstrates	demonstrate	VERB
iogr-1357	126	44	that	that	SCONJ
iogr-1357	126	45	multi	multi	ADJ
iogr-1357	126	46	-	-	ADJ
iogr-1357	126	47	walled	walled	ADJ
iogr-1357	126	48	carbon	carbon	NOUN
iogr-1357	126	49	nanotubes	nanotube	NOUN
iogr-1357	126	50	(	(	PUNCT
iogr-1357	126	51	mwcnts	mwcnt	NOUN
iogr-1357	126	52	)	)	PUNCT
iogr-1357	126	53	significantly	significantly	ADV
iogr-1357	126	54	enhance	enhance	VERB
iogr-1357	126	55	the	the	DET
iogr-1357	126	56	rheological	rheological	ADJ
iogr-1357	126	57	and	and	CCONJ
iogr-1357	126	58	filtration	filtration	NOUN
iogr-1357	126	59	performance	performance	NOUN
iogr-1357	126	60	of	of	ADP
iogr-1357	126	61	water	water	NOUN
iogr-1357	126	62	-	-	PUNCT
iogr-1357	126	63	based	base	VERB
iogr-1357	126	64	drilling	drilling	NOUN
iogr-1357	126	65	mud	mud	NOUN
iogr-1357	126	66	.	.	PUNCT
iogr-1357	127	1	at	at	ADP
iogr-1357	127	2	an	an	DET
iogr-1357	127	3	optimal	optimal	ADJ
iogr-1357	127	4	concentration	concentration	NOUN
iogr-1357	127	5	of	of	ADP
iogr-1357	127	6	1.25	1.25	NUM
iogr-1357	127	7	g	g	NOUN
iogr-1357	127	8	,	,	PUNCT
iogr-1357	127	9	mwcnts	mwcnt	VERB
iogr-1357	127	10	improved	improve	VERB
iogr-1357	127	11	plastic	plastic	NOUN
iogr-1357	127	12	viscosity	viscosity	NOUN
iogr-1357	127	13	by	by	ADP
iogr-1357	127	14	74	74	NUM
iogr-1357	127	15	%	%	NOUN
iogr-1357	127	16	,	,	PUNCT
iogr-1357	127	17	apparent	apparent	ADJ
iogr-1357	127	18	viscosity	viscosity	NOUN
iogr-1357	127	19	by	by	ADP
iogr-1357	127	20	73	73	NUM
iogr-1357	127	21	%	%	NOUN
iogr-1357	127	22	,	,	PUNCT
iogr-1357	127	23	yield	yield	NOUN
iogr-1357	127	24	point	point	NOUN
iogr-1357	127	25	by	by	ADP
iogr-1357	127	26	70	70	NUM
iogr-1357	127	27	%	%	NOUN
iogr-1357	127	28	,	,	PUNCT
iogr-1357	127	29	and	and	CCONJ
iogr-1357	127	30	gel	gel	NOUN
iogr-1357	127	31	strength	strength	NOUN
iogr-1357	127	32	by	by	ADP
iogr-1357	127	33	25	25	NUM
iogr-1357	127	34	-	-	SYM
iogr-1357	127	35	33	33	NUM
iogr-1357	127	36	%	%	NOUN
iogr-1357	127	37	,	,	PUNCT
iogr-1357	127	38	enabling	enable	VERB
iogr-1357	127	39	superior	superior	ADJ
iogr-1357	127	40	cuttings	cutting	NOUN
iogr-1357	127	41	suspension	suspension	NOUN
iogr-1357	127	42	and	and	CCONJ
iogr-1357	127	43	wellbore	wellbore	NOUN
iogr-1357	127	44	stability	stability	NOUN
iogr-1357	127	45	.	.	PUNCT
iogr-1357	128	1	the	the	DET
iogr-1357	128	2	nanotubes	nanotube	NOUN
iogr-1357	128	3	reduced	reduce	VERB
iogr-1357	128	4	filtrate	filtrate	NOUN
iogr-1357	128	5	loss	loss	NOUN
iogr-1357	128	6	by	by	ADP
iogr-1357	128	7	7	7	NUM
iogr-1357	128	8	%	%	NOUN
iogr-1357	128	9	,	,	PUNCT
iogr-1357	128	10	minimizing	minimize	VERB
iogr-1357	128	11	fluid	fluid	ADJ
iogr-1357	128	12	invasion	invasion	NOUN
iogr-1357	128	13	risks	risk	NOUN
iogr-1357	128	14	in	in	ADP
iogr-1357	128	15	fractured	fractured	ADJ
iogr-1357	128	16	formations	formation	NOUN
iogr-1357	128	17	.	.	PUNCT
iogr-1357	129	1	functionalized	functionalize	VERB
iogr-1357	129	2	mwcnt	mwcnt	ADJ
iogr-1357	129	3	-	-	PUNCT
iogr-1357	129	4	cooh	cooh	NOUN
iogr-1357	129	5	further	far	ADV
iogr-1357	129	6	enhanced	enhance	VERB
iogr-1357	129	7	thermal	thermal	ADJ
iogr-1357	129	8	stability	stability	NOUN
iogr-1357	129	9	and	and	CCONJ
iogr-1357	129	10	friction	friction	NOUN
iogr-1357	129	11	properties	property	NOUN
iogr-1357	129	12	without	without	ADP
iogr-1357	129	13	compromising	compromise	VERB
iogr-1357	129	14	structural	structural	ADJ
iogr-1357	129	15	integrity	integrity	NOUN
iogr-1357	129	16	.	.	PUNCT
iogr-1357	130	1	these	these	PRON
iogr-1357	130	2	results	result	VERB
iogr-1357	130	3	position	position	NOUN
iogr-1357	130	4	mwcnts	mwcnt	NOUN
iogr-1357	130	5	as	as	ADP
iogr-1357	130	6	transformative	transformative	ADJ
iogr-1357	130	7	additives	additive	NOUN
iogr-1357	130	8	for	for	ADP
iogr-1357	130	9	high	high	ADJ
iogr-1357	130	10	-	-	PUNCT
iogr-1357	130	11	performance	performance	NOUN
iogr-1357	130	12	drilling	drilling	NOUN
iogr-1357	130	13	fluids	fluid	NOUN
iogr-1357	130	14	in	in	ADP
iogr-1357	130	15	hthp	hthp	PROPN
iogr-1357	130	16	environments	environment	NOUN
iogr-1357	130	17	,	,	PUNCT
iogr-1357	130	18	offering	offer	VERB
iogr-1357	130	19	improved	improve	VERB
iogr-1357	130	20	operational	operational	ADJ
iogr-1357	130	21	efficiency	efficiency	NOUN
iogr-1357	130	22	and	and	CCONJ
iogr-1357	130	23	cost	cost	NOUN
iogr-1357	130	24	-	-	PUNCT
iogr-1357	130	25	effectiveness	effectiveness	NOUN
iogr-1357	130	26	.	.	PUNCT
iogr-1357	131	1	future	future	ADJ
iogr-1357	131	2	work	work	NOUN
iogr-1357	131	3	should	should	AUX
iogr-1357	131	4	explore	explore	VERB
iogr-1357	131	5	long	long	ADJ
iogr-1357	131	6	-	-	PUNCT
iogr-1357	131	7	term	term	NOUN
iogr-1357	131	8	field	field	NOUN
iogr-1357	131	9	-	-	PUNCT
iogr-1357	131	10	scale	scale	NOUN
iogr-1357	131	11	impacts	impact	NOUN
iogr-1357	131	12	and	and	CCONJ
iogr-1357	131	13	environmental	environmental	ADJ
iogr-1357	131	14	considerations	consideration	NOUN
iogr-1357	131	15	.	.	PUNCT
iogr-1357	132	1	conflicting	conflict	VERB
iogr-1357	132	2	interests	interest	NOUN
iogr-1357	132	3	the	the	DET
iogr-1357	132	4	author(s	author(s	NOUN
iogr-1357	132	5	)	)	PUNCT
iogr-1357	132	6	declare	declare	VERB
iogr-1357	132	7	that	that	SCONJ
iogr-1357	132	8	they	they	PRON
iogr-1357	132	9	have	have	VERB
iogr-1357	132	10	no	no	DET
iogr-1357	132	11	conflicting	conflict	VERB
iogr-1357	132	12	interests	interest	NOUN
iogr-1357	132	13	.	.	PUNCT
iogr-1357	133	1	references	reference	NOUN
iogr-1357	133	2	abdo	abdo	PROPN
iogr-1357	133	3	,	,	PUNCT
iogr-1357	133	4	j.	j.	PROPN
iogr-1357	133	5	and	and	CCONJ
iogr-1357	133	6	haneef	haneef	PROPN
iogr-1357	133	7	,	,	PUNCT
iogr-1357	133	8	m.d	m.d	PROPN
iogr-1357	133	9	.	.	PROPN
iogr-1357	133	10	2012	2012	NUM
iogr-1357	133	11	.	.	PUNCT
iogr-1357	134	1	nano	nano	NOUN
iogr-1357	134	2	-	-	PUNCT
iogr-1357	134	3	enhanced	enhance	VERB
iogr-1357	134	4	drilling	drilling	NOUN
iogr-1357	134	5	fluids	fluid	NOUN
iogr-1357	134	6	:	:	PUNCT
iogr-1357	134	7	pioneering	pioneer	VERB
iogr-1357	134	8	approach	approach	NOUN
iogr-1357	134	9	to	to	PART
iogr-1357	134	10	overcome	overcome	VERB
iogr-1357	134	11	uncompromising	uncompromise	VERB
iogr-1357	134	12	drilling	drilling	NOUN
iogr-1357	134	13	problems	problem	NOUN
iogr-1357	134	14	.	.	PUNCT
iogr-1357	135	1	journal	journal	PROPN
iogr-1357	135	2	of	of	ADP
iogr-1357	135	3	energy	energy	NOUN
iogr-1357	135	4	resources	resource	NOUN
iogr-1357	135	5	technology	technology	NOUN
iogr-1357	135	6	134(1	134(1	NUM
iogr-1357	135	7	):	):	PUNCT
iogr-1357	135	8	014501	014501	NUM
iogr-1357	135	9	.	.	PUNCT
iogr-1357	136	1	afolabi	afolabi	NOUN
iogr-1357	136	2	,	,	PUNCT
iogr-1357	136	3	r.o	r.o	PROPN
iogr-1357	136	4	.	.	PROPN
iogr-1357	136	5	,	,	PUNCT
iogr-1357	136	6	orodu	orodu	PROPN
iogr-1357	136	7	,	,	PUNCT
iogr-1357	136	8	o.d	o.d	PROPN
iogr-1357	136	9	.	.	PROPN
iogr-1357	136	10	,	,	PUNCT
iogr-1357	136	11	and	and	CCONJ
iogr-1357	136	12	seteyeobot	seteyeobot	VERB
iogr-1357	136	13	,	,	PUNCT
iogr-1357	136	14	i.	i.	PROPN
iogr-1357	136	15	2018	2018	NUM
iogr-1357	136	16	.	.	PUNCT
iogr-1357	137	1	predictive	predictive	ADJ
iogr-1357	137	2	modelling	modelling	NOUN
iogr-1357	137	3	of	of	ADP
iogr-1357	137	4	the	the	DET
iogr-1357	137	5	impact	impact	NOUN
iogr-1357	137	6	of	of	ADP
iogr-1357	137	7	silica	silica	NOUN
iogr-1357	137	8	nanoparticles	nanoparticle	NOUN
iogr-1357	137	9	on	on	ADP
iogr-1357	137	10	fluid	fluid	ADJ
iogr-1357	137	11	loss	loss	NOUN
iogr-1357	137	12	of	of	ADP
iogr-1357	137	13	water	water	NOUN
iogr-1357	137	14	based	base	VERB
iogr-1357	137	15	drilling	drill	VERB
iogr-1357	137	16	mud	mud	NOUN
iogr-1357	137	17	.	.	PUNCT
iogr-1357	138	1	applied	apply	VERB
iogr-1357	138	2	clay	clay	NOUN
iogr-1357	138	3	science	science	NOUN
iogr-1357	138	4	151(1	151(1	NUM
iogr-1357	138	5	):	):	PUNCT
iogr-1357	138	6	37	37	NUM
iogr-1357	138	7	-	-	SYM
iogr-1357	138	8	45	45	NUM
iogr-1357	138	9	.	.	PUNCT
iogr-1357	139	1	agi	agi	PROPN
iogr-1357	139	2	,	,	PUNCT
iogr-1357	139	3	a.	a.	PROPN
iogr-1357	139	4	,	,	PUNCT
iogr-1357	139	5	junin	junin	PROPN
iogr-1357	139	6	,	,	PUNCT
iogr-1357	139	7	r.	r.	PROPN
iogr-1357	139	8	,	,	PUNCT
iogr-1357	139	9	and	and	CCONJ
iogr-1357	139	10	gbadamosi	gbadamosi	NOUN
iogr-1357	139	11	,	,	PUNCT
iogr-1357	139	12	a.	a.	NOUN
iogr-1357	139	13	2018	2018	NUM
iogr-1357	139	14	.	.	PUNCT
iogr-1357	140	1	mechanism	mechanism	NOUN
iogr-1357	140	2	governing	govern	VERB
iogr-1357	140	3	nanoparticle	nanoparticle	NOUN
iogr-1357	140	4	flow	flow	NOUN
iogr-1357	140	5	behaviour	behaviour	NOUN
iogr-1357	140	6	in	in	ADP
iogr-1357	140	7	porous	porous	ADJ
iogr-1357	140	8	media	medium	NOUN
iogr-1357	140	9	:	:	PUNCT
iogr-1357	140	10	insight	insight	NOUN
iogr-1357	140	11	for	for	ADP
iogr-1357	140	12	enhanced	enhanced	ADJ
iogr-1357	140	13	oil	oil	NOUN
iogr-1357	140	14	recovery	recovery	NOUN
iogr-1357	140	15	applications	application	NOUN
iogr-1357	140	16	.	.	PUNCT
iogr-1357	141	1	international	international	ADJ
iogr-1357	141	2	nano	nano	NOUN
iogr-1357	141	3	letters	letter	NOUN
iogr-1357	141	4	8(1	8(1	NOUN
iogr-1357	141	5	):	):	PUNCT
iogr-1357	141	6	1	1	NUM
iogr-1357	141	7	-	-	SYM
iogr-1357	141	8	29	29	NUM
iogr-1357	141	9	.	.	PUNCT
iogr-1357	142	1	alvi	alvi	PROPN
iogr-1357	142	2	,	,	PUNCT
iogr-1357	142	3	m.a.a	m.a.a	PROPN
iogr-1357	142	4	.	.	PUNCT
iogr-1357	142	5	,	,	PUNCT
iogr-1357	142	6	belayneh	belayneh	NOUN
iogr-1357	142	7	,	,	PUNCT
iogr-1357	142	8	m.	m.	NOUN
iogr-1357	142	9	,	,	PUNCT
iogr-1357	142	10	saasen	saasen	PROPN
iogr-1357	142	11	,	,	PUNCT
iogr-1357	142	12	a.	a.	NOUN
iogr-1357	142	13	,	,	PUNCT
iogr-1357	142	14	et	et	PROPN
iogr-1357	142	15	al	al	PROPN
iogr-1357	142	16	.	.	PROPN
iogr-1357	142	17	2018	2018	NUM
iogr-1357	142	18	.	.	PUNCT
iogr-1357	143	1	effect	effect	NOUN
iogr-1357	143	2	of	of	ADP
iogr-1357	143	3	mwcnt	mwcnt	ADJ
iogr-1357	143	4	and	and	CCONJ
iogr-1357	143	5	mwcnt	mwcnt	ADV
iogr-1357	143	6	functionalized	functionalize	VERB
iogr-1357	143	7	-oh	-oh	NOUN
iogr-1357	143	8	and	and	CCONJ
iogr-1357	143	9	-cooh	-cooh	ADJ
iogr-1357	143	10	nanoparticles	nanoparticle	NOUN
iogr-1357	143	11	in	in	ADP
iogr-1357	143	12	laboratory	laboratory	NOUN
iogr-1357	143	13	water	water	NOUN
iogr-1357	143	14	based	base	VERB
iogr-1357	143	15	drilling	drilling	NOUN
iogr-1357	143	16	fluid	fluid	NOUN
iogr-1357	143	17	.	.	PUNCT
iogr-1357	144	1	paper	paper	NOUN
iogr-1357	144	2	presented	present	VERB
iogr-1357	144	3	at	at	ADP
iogr-1357	144	4	the	the	DET
iogr-1357	144	5	asme	asme	PROPN
iogr-1357	144	6	37th	37th	PROPN
iogr-1357	144	7	international	international	ADJ
iogr-1357	144	8	conference	conference	NOUN
iogr-1357	144	9	on	on	ADP
iogr-1357	144	10	ocean	ocean	NOUN
iogr-1357	144	11	,	,	PUNCT
iogr-1357	144	12	offshore	offshore	ADJ
iogr-1357	144	13	and	and	CCONJ
iogr-1357	144	14	arctic	arctic	PROPN
iogr-1357	144	15	engineering	engineering	PROPN
iogr-1357	144	16	,	,	PUNCT
iogr-1357	144	17	madrid	madrid	PROPN
iogr-1357	144	18	,	,	PUNCT
iogr-1357	144	19	spain	spain	PROPN
iogr-1357	144	20	,	,	PUNCT
iogr-1357	144	21	17	17	NUM
iogr-1357	144	22	-	-	SYM
iogr-1357	144	23	22	22	NUM
iogr-1357	144	24	june	june	PROPN
iogr-1357	144	25	.	.	PUNCT
iogr-1357	145	1	omae2018	omae2018	PROPN
iogr-1357	145	2	-	-	PUNCT
iogr-1357	145	3	78702	78702	NUM
iogr-1357	145	4	.	.	PUNCT
iogr-1357	146	1	amanullah	amanullah	PROPN
iogr-1357	146	2	,	,	PUNCT
iogr-1357	146	3	m.	m.	NOUN
iogr-1357	146	4	,	,	PUNCT
iogr-1357	146	5	arfaj	arfaj	ADJ
iogr-1357	146	6	,	,	PUNCT
iogr-1357	146	7	m.k	m.k	PROPN
iogr-1357	146	8	.	.	PROPN
iogr-1357	146	9	,	,	PUNCT
iogr-1357	146	10	and	and	CCONJ
iogr-1357	146	11	abdullati	abdullati	PROPN
iogr-1357	146	12	,	,	PUNCT
iogr-1357	146	13	z.a	z.a	PROPN
iogr-1357	146	14	.	.	PROPN
iogr-1357	146	15	2011	2011	NUM
iogr-1357	146	16	.	.	PUNCT
iogr-1357	147	1	effect	effect	NOUN
iogr-1357	147	2	of	of	ADP
iogr-1357	147	3	cuo	cuo	PROPN
iogr-1357	147	4	and	and	CCONJ
iogr-1357	147	5	zno	zno	PROPN
iogr-1357	147	6	nanofluids	nanofluid	NOUN
iogr-1357	147	7	in	in	ADP
iogr-1357	147	8	xanthan	xanthan	PROPN
iogr-1357	147	9	gum	gum	NOUN
iogr-1357	147	10	on	on	ADP
iogr-1357	147	11	thermal	thermal	ADJ
iogr-1357	147	12	,	,	PUNCT
iogr-1357	147	13	electrical	electrical	ADJ
iogr-1357	147	14	and	and	CCONJ
iogr-1357	147	15	high	high	ADJ
iogr-1357	147	16	pressure	pressure	NOUN
iogr-1357	147	17	rheology	rheology	NOUN
iogr-1357	147	18	of	of	ADP
iogr-1357	147	19	water	water	NOUN
iogr-1357	147	20	-	-	PUNCT
iogr-1357	147	21	based	base	VERB
iogr-1357	147	22	drilling	drilling	NOUN
iogr-1357	147	23	fluids	fluid	NOUN
iogr-1357	147	24	.	.	PUNCT
iogr-1357	148	1	journal	journal	PROPN
iogr-1357	148	2	of	of	ADP
iogr-1357	148	3	petroleum	petroleum	NOUN
iogr-1357	148	4	science	science	NOUN
iogr-1357	148	5	and	and	CCONJ
iogr-1357	148	6	engineering	engineering	NOUN
iogr-1357	148	7	117(1	117(1	NUM
iogr-1357	148	8	):	):	PUNCT
iogr-1357	148	9	1	1	NUM
iogr-1357	148	10	-	-	SYM
iogr-1357	148	11	9	9	NUM
iogr-1357	148	12	.	.	PUNCT
iogr-1357	148	13	api	api	NOUN
iogr-1357	148	14	.	.	PUNCT
iogr-1357	148	15	2009	2009	NUM
iogr-1357	148	16	.	.	PUNCT
iogr-1357	149	1	recommended	recommend	VERB
iogr-1357	149	2	practice	practice	NOUN
iogr-1357	149	3	for	for	ADP
iogr-1357	149	4	field	field	NOUN
iogr-1357	149	5	testing	testing	NOUN
iogr-1357	149	6	of	of	ADP
iogr-1357	149	7	water	water	NOUN
iogr-1357	149	8	-	-	PUNCT
iogr-1357	149	9	based	base	VERB
iogr-1357	149	10	drilling	drilling	NOUN
iogr-1357	149	11	fluids	fluid	NOUN
iogr-1357	149	12	.	.	PUNCT
iogr-1357	150	1	api	api	NOUN
iogr-1357	150	2	recommended	recommend	VERB
iogr-1357	150	3	practice	practice	NOUN
iogr-1357	150	4	13b-1	13b-1	NUM
iogr-1357	150	5	,	,	PUNCT
iogr-1357	150	6	first	first	PROPN
iogr-1357	150	7	edition	edition	NOUN
iogr-1357	150	8	.	.	PUNCT
iogr-1357	151	1	washington	washington	PROPN
iogr-1357	151	2	,	,	PUNCT
iogr-1357	151	3	dc	dc	PROPN
iogr-1357	151	4	:	:	PUNCT
iogr-1357	151	5	api	api	PROPN
iogr-1357	151	6	.	.	PUNCT
iogr-1357	151	7	api	api	PROPN
iogr-1357	151	8	.	.	PUNCT
iogr-1357	152	1	2010	2010	NUM
iogr-1357	152	2	.	.	PUNCT
iogr-1357	153	1	specification	specification	NOUN
iogr-1357	153	2	for	for	ADP
iogr-1357	153	3	drilling	drilling	NOUN
iogr-1357	153	4	fluids	fluid	NOUN
iogr-1357	153	5	materials	material	NOUN
iogr-1357	153	6	.	.	PUNCT
iogr-1357	154	1	api	api	NOUN
iogr-1357	154	2	specification	specification	NOUN
iogr-1357	154	3	13a	13a	PROPN
iogr-1357	154	4	,	,	PUNCT
iogr-1357	154	5	19th	19th	ADJ
iogr-1357	154	6	edition	edition	NOUN
iogr-1357	154	7	.	.	PUNCT
iogr-1357	155	1	washington	washington	PROPN
iogr-1357	155	2	,	,	PUNCT
iogr-1357	155	3	dc	dc	PROPN
iogr-1357	155	4	:	:	PUNCT
iogr-1357	155	5	api	api	PROPN
iogr-1357	155	6	.	.	PUNCT
iogr-1357	156	1	bég	bég	PROPN
iogr-1357	156	2	,	,	PUNCT
iogr-1357	156	3	o.a	o.a	PROPN
iogr-1357	156	4	.	.	PROPN
iogr-1357	156	5	,	,	PUNCT
iogr-1357	156	6	espinoza	espinoza	PROPN
iogr-1357	156	7	,	,	PUNCT
iogr-1357	156	8	d.s	d.s	PROPN
iogr-1357	156	9	.	.	PROPN
iogr-1357	156	10	,	,	PUNCT
iogr-1357	156	11	kadir	kadir	PROPN
iogr-1357	156	12	,	,	PUNCT
iogr-1357	156	13	a.	a.	PROPN
iogr-1357	156	14	,	,	PUNCT
iogr-1357	156	15	et	et	PROPN
iogr-1357	156	16	al	al	PROPN
iogr-1357	156	17	.	.	PROPN
iogr-1357	156	18	2018	2018	NUM
iogr-1357	156	19	.	.	PUNCT
iogr-1357	157	1	experimental	experimental	ADJ
iogr-1357	157	2	study	study	NOUN
iogr-1357	157	3	of	of	ADP
iogr-1357	157	4	improved	improved	ADJ
iogr-1357	157	5	rheology	rheology	NOUN
iogr-1357	157	6	and	and	CCONJ
iogr-1357	157	7	lubricity	lubricity	NOUN
iogr-1357	157	8	of	of	ADP
iogr-1357	157	9	drilling	drilling	NOUN
iogr-1357	157	10	fluids	fluid	NOUN
iogr-1357	157	11	enhanced	enhance	VERB
iogr-1357	157	12	with	with	ADP
iogr-1357	157	13	nano	nano	NOUN
iogr-1357	157	14	-	-	PUNCT
iogr-1357	157	15	particles	particle	NOUN
iogr-1357	157	16	.	.	PUNCT
iogr-1357	158	1	applied	apply	VERB
iogr-1357	158	2	nanoscience	nanoscience	NOUN
iogr-1357	158	3	8(1	8(1	NOUN
iogr-1357	158	4	):	):	PUNCT
iogr-1357	158	5	1	1	NUM
iogr-1357	158	6	-	-	SYM
iogr-1357	158	7	22	22	NUM
iogr-1357	158	8	.	.	PUNCT
iogr-1357	159	1	bourgoyne	bourgoyne	PROPN
iogr-1357	159	2	,	,	PUNCT
iogr-1357	159	3	a.t	a.t	PROPN
iogr-1357	159	4	.	.	PROPN
iogr-1357	159	5	,	,	PUNCT
iogr-1357	159	6	jr	jr	PROPN
iogr-1357	159	7	.	.	PROPN
iogr-1357	159	8	,	,	PUNCT
iogr-1357	159	9	millheim	millheim	PROPN
iogr-1357	159	10	,	,	PUNCT
iogr-1357	159	11	k.k	k.k	PROPN
iogr-1357	159	12	.	.	PROPN
iogr-1357	159	13	,	,	PUNCT
iogr-1357	159	14	chenevert	chenevert	PROPN
iogr-1357	159	15	,	,	PUNCT
iogr-1357	159	16	m.e	m.e	PROPN
iogr-1357	159	17	.	.	PROPN
iogr-1357	159	18	,	,	PUNCT
iogr-1357	159	19	et	et	PROPN
iogr-1357	159	20	al	al	PROPN
iogr-1357	159	21	.	.	PROPN
iogr-1357	159	22	1991	1991	NUM
iogr-1357	159	23	.	.	PUNCT
iogr-1357	160	1	applied	apply	VERB
iogr-1357	160	2	drilling	drilling	NOUN
iogr-1357	160	3	engineering	engineering	NOUN
iogr-1357	160	4	,	,	PUNCT
iogr-1357	160	5	second	second	ADJ
iogr-1357	160	6	edition	edition	NOUN
iogr-1357	160	7	.	.	PUNCT
iogr-1357	161	1	richardson	richardson	PROPN
iogr-1357	161	2	,	,	PUNCT
iogr-1357	161	3	texas	texas	PROPN
iogr-1357	161	4	:	:	PUNCT
iogr-1357	161	5	society	society	NOUN
iogr-1357	161	6	of	of	ADP
iogr-1357	161	7	petroleum	petroleum	NOUN
iogr-1357	161	8	engineers	engineer	NOUN
iogr-1357	161	9	.	.	PUNCT
iogr-1357	162	1	couteau	couteau	PROPN
iogr-1357	162	2	,	,	PUNCT
iogr-1357	162	3	e.	e.	PROPN
iogr-1357	162	4	,	,	PUNCT
iogr-1357	162	5	hernadi	hernadi	NOUN
iogr-1357	162	6	,	,	PUNCT
iogr-1357	162	7	k.	k.	PROPN
iogr-1357	162	8	,	,	PUNCT
iogr-1357	162	9	seo	seo	PROPN
iogr-1357	162	10	,	,	PUNCT
iogr-1357	162	11	j.w	j.w	PROPN
iogr-1357	162	12	.	.	PROPN
iogr-1357	162	13	,	,	PUNCT
iogr-1357	162	14	et	et	PROPN
iogr-1357	162	15	al	al	PROPN
iogr-1357	162	16	.	.	PROPN
iogr-1357	162	17	2003	2003	NUM
iogr-1357	162	18	.	.	PUNCT
iogr-1357	163	1	cvd	cvd	PROPN
iogr-1357	163	2	synthesis	synthesis	NOUN
iogr-1357	163	3	of	of	ADP
iogr-1357	163	4	high	high	ADJ
iogr-1357	163	5	-	-	PUNCT
iogr-1357	163	6	purity	purity	NOUN
iogr-1357	163	7	multiwalled	multiwalle	VERB
iogr-1357	163	8	carbon	carbon	NOUN
iogr-1357	163	9	nanotubes	nanotube	NOUN
iogr-1357	163	10	using	use	VERB
iogr-1357	163	11	caco3	caco3	NOUN
iogr-1357	163	12	catalyst	catalyst	NOUN
iogr-1357	163	13	support	support	NOUN
iogr-1357	163	14	for	for	ADP
iogr-1357	163	15	large	large	ADJ
iogr-1357	163	16	-	-	PUNCT
iogr-1357	163	17	scale	scale	NOUN
iogr-1357	163	18	production	production	NOUN
iogr-1357	163	19	.	.	PUNCT
iogr-1357	164	1	chemical	chemical	ADJ
iogr-1357	164	2	physics	physics	NOUN
iogr-1357	164	3	letters	letter	NOUN
iogr-1357	164	4	378(1	378(1	NUM
iogr-1357	164	5	):	):	PUNCT
iogr-1357	164	6	9	9	NUM
iogr-1357	164	7	-	-	SYM
iogr-1357	164	8	17	17	NUM
iogr-1357	164	9	.	.	PUNCT
iogr-1357	165	1	franco	franco	PROPN
iogr-1357	165	2	,	,	PUNCT
iogr-1357	165	3	c.a	c.a	PROPN
iogr-1357	165	4	.	.	PROPN
iogr-1357	165	5	,	,	PUNCT
iogr-1357	165	6	zabala	zabala	PROPN
iogr-1357	165	7	,	,	PUNCT
iogr-1357	165	8	r.	r.	PROPN
iogr-1357	165	9	,	,	PUNCT
iogr-1357	165	10	and	and	CCONJ
iogr-1357	165	11	cortés	cortés	NOUN
iogr-1357	165	12	,	,	PUNCT
iogr-1357	165	13	f.b	f.b	PROPN
iogr-1357	165	14	.	.	PROPN
iogr-1357	165	15	2017	2017	NUM
iogr-1357	165	16	.	.	PUNCT
iogr-1357	166	1	nanotechnology	nanotechnology	PROPN
iogr-1357	166	2	applied	apply	VERB
iogr-1357	166	3	to	to	ADP
iogr-1357	166	4	the	the	DET
iogr-1357	166	5	enhancement	enhancement	NOUN
iogr-1357	166	6	of	of	ADP
iogr-1357	166	7	oil	oil	NOUN
iogr-1357	166	8	and	and	CCONJ
iogr-1357	166	9	gas	gas	NOUN
iogr-1357	166	10	productivity	productivity	NOUN
iogr-1357	166	11	and	and	CCONJ
iogr-1357	166	12	recovery	recovery	NOUN
iogr-1357	166	13	of	of	ADP
iogr-1357	166	14	colombian	colombian	ADJ
iogr-1357	166	15	fields	field	NOUN
iogr-1357	166	16	.	.	PUNCT
iogr-1357	167	1	journal	journal	NOUN
iogr-1357	167	2	of	of	ADP
iogr-1357	167	3	petroleum	petroleum	NOUN
iogr-1357	167	4	science	science	NOUN
iogr-1357	167	5	and	and	CCONJ
iogr-1357	167	6	engineering	engineering	NOUN
iogr-1357	167	7	157(1	157(1	NUM
iogr-1357	167	8	):	):	PUNCT
iogr-1357	167	9	39	39	NUM
iogr-1357	167	10	-	-	SYM
iogr-1357	167	11	55	55	NUM
iogr-1357	167	12	.	.	PUNCT
iogr-1357	168	1	gbadamosi	gbadamosi	NOUN
iogr-1357	168	2	,	,	PUNCT
iogr-1357	168	3	a.o	a.o	PROPN
iogr-1357	168	4	.	.	PROPN
iogr-1357	168	5	,	,	PUNCT
iogr-1357	168	6	junin	junin	PROPN
iogr-1357	168	7	,	,	PUNCT
iogr-1357	168	8	r.	r.	PROPN
iogr-1357	168	9	,	,	PUNCT
iogr-1357	168	10	manan	manan	PROPN
iogr-1357	168	11	,	,	PUNCT
iogr-1357	168	12	m.a	m.a	PROPN
iogr-1357	168	13	.	.	PROPN
iogr-1357	168	14	,	,	PUNCT
iogr-1357	168	15	et	et	PROPN
iogr-1357	168	16	al	al	PROPN
iogr-1357	168	17	.	.	PROPN
iogr-1357	168	18	2018a	2018a	PROPN
iogr-1357	168	19	.	.	PUNCT
iogr-1357	169	1	recent	recent	ADJ
iogr-1357	169	2	advances	advance	NOUN
iogr-1357	169	3	and	and	CCONJ
iogr-1357	169	4	prospects	prospect	NOUN
iogr-1357	169	5	in	in	ADP
iogr-1357	169	6	polymeric	polymeric	ADJ
iogr-1357	169	7	nanofluids	nanofluids	NOUN
iogr-1357	169	8	application	application	NOUN
iogr-1357	169	9	for	for	ADP
iogr-1357	169	10	enhanced	enhanced	ADJ
iogr-1357	169	11	oil	oil	NOUN
iogr-1357	169	12	recovery	recovery	NOUN
iogr-1357	169	13	.	.	PUNCT
iogr-1357	170	1	journal	journal	PROPN
iogr-1357	170	2	of	of	ADP
iogr-1357	170	3	industrial	industrial	ADJ
iogr-1357	170	4	and	and	CCONJ
iogr-1357	170	5	engineering	engineering	NOUN
iogr-1357	170	6	chemistry	chemistry	NOUN
iogr-1357	170	7	1(1	1(1	NUM
iogr-1357	170	8	):	):	PUNCT
iogr-1357	170	9	1	1	NUM
iogr-1357	170	10	-	-	SYM
iogr-1357	170	11	16	16	NUM
iogr-1357	170	12	.	.	PUNCT
iogr-1357	171	1	gbadamosi	gbadamosi	NOUN
iogr-1357	171	2	,	,	PUNCT
iogr-1357	171	3	a.o	a.o	PROPN
iogr-1357	171	4	.	.	PROPN
iogr-1357	171	5	,	,	PUNCT
iogr-1357	171	6	junin	junin	PROPN
iogr-1357	171	7	,	,	PUNCT
iogr-1357	171	8	r.	r.	PROPN
iogr-1357	171	9	,	,	PUNCT
iogr-1357	171	10	abdalla	abdalla	PROPN
iogr-1357	171	11	,	,	PUNCT
iogr-1357	171	12	y.	y.	PROPN
iogr-1357	171	13	,	,	PUNCT
iogr-1357	171	14	et	et	PROPN
iogr-1357	171	15	al	al	PROPN
iogr-1357	171	16	.	.	PROPN
iogr-1357	171	17	2018b	2018b	NUM
iogr-1357	171	18	.	.	PUNCT
iogr-1357	172	1	experimental	experimental	ADJ
iogr-1357	172	2	investigation	investigation	NOUN
iogr-1357	172	3	of	of	ADP
iogr-1357	172	4	the	the	DET
iogr-1357	172	5	effects	effect	NOUN
iogr-1357	172	6	of	of	ADP
iogr-1357	172	7	silica	silica	NOUN
iogr-1357	172	8	nanoparticle	nanoparticle	NOUN
iogr-1357	172	9	on	on	ADP
iogr-1357	172	10	hole	hole	NOUN
iogr-1357	172	11	cleaning	clean	VERB
iogr-1357	172	12	efficiency	efficiency	NOUN
iogr-1357	172	13	of	of	ADP
iogr-1357	172	14	water	water	NOUN
iogr-1357	172	15	-	-	PUNCT
iogr-1357	172	16	based	base	VERB
iogr-1357	172	17	drilling	drilling	NOUN
iogr-1357	172	18	mud	mud	NOUN
iogr-1357	172	19	.	.	PUNCT
iogr-1357	173	1	journal	journal	PROPN
iogr-1357	173	2	of	of	ADP
iogr-1357	173	3	petroleum	petroleum	NOUN
iogr-1357	173	4	science	science	NOUN
iogr-1357	173	5	and	and	CCONJ
iogr-1357	173	6	engineering	engineering	NOUN
iogr-1357	173	7	1(1):1	1(1):1	PROPN
iogr-1357	173	8	-	-	PUNCT
iogr-1357	173	9	20	20	NUM
iogr-1357	173	10	.	.	PUNCT
iogr-1357	174	1	salem	salem	PROPN
iogr-1357	174	2	ragab	ragab	PROPN
iogr-1357	174	3	,	,	PUNCT
iogr-1357	174	4	a.m.	a.m.	PROPN
iogr-1357	174	5	and	and	CCONJ
iogr-1357	174	6	hannora	hannora	PROPN
iogr-1357	174	7	,	,	PUNCT
iogr-1357	174	8	a.e	a.e	PROPN
iogr-1357	174	9	.	.	PROPN
iogr-1357	174	10	2014	2014	NUM
iogr-1357	174	11	.	.	PUNCT
iogr-1357	175	1	nanotechnology	nanotechnology	NOUN
iogr-1357	175	2	potentials	potential	VERB
iogr-1357	175	3	for	for	ADP
iogr-1357	175	4	improved	improved	ADJ
iogr-1357	175	5	oil	oil	NOUN
iogr-1357	175	6	recovery	recovery	NOUN
iogr-1357	175	7	:	:	PUNCT
iogr-1357	175	8	preparation	preparation	NOUN
iogr-1357	175	9	by	by	ADP
iogr-1357	175	10	high	high	ADJ
iogr-1357	175	11	energy	energy	NOUN
iogr-1357	175	12	ball	ball	NOUN
iogr-1357	175	13	milling	milling	NOUN
iogr-1357	175	14	and	and	CCONJ
iogr-1357	175	15	experimental	experimental	ADJ
iogr-1357	175	16	work	work	NOUN
iogr-1357	175	17	.	.	PUNCT
iogr-1357	176	1	journal	journal	PROPN
iogr-1357	176	2	of	of	ADP
iogr-1357	176	3	petroleum	petroleum	NOUN
iogr-1357	176	4	and	and	CCONJ
iogr-1357	176	5	mining	mining	NOUN
iogr-1357	176	6	engineering	engineering	NOUN
iogr-1357	176	7	16(1):1	16(1):1	PROPN
iogr-1357	176	8	-	-	SYM
iogr-1357	176	9	18	18	NUM
iogr-1357	176	10	.	.	PUNCT
iogr-1357	177	1	salem	salem	PROPN
iogr-1357	177	2	ragab	ragab	PROPN
iogr-1357	177	3	,	,	PUNCT
iogr-1357	177	4	a.m.	a.m.	PROPN
iogr-1357	177	5	and	and	CCONJ
iogr-1357	177	6	noah	noah	PROPN
iogr-1357	177	7	,	,	PUNCT
iogr-1357	177	8	a.	a.	PROPN
iogr-1357	177	9	2014	2014	NUM
iogr-1357	177	10	.	.	PUNCT
iogr-1357	178	1	reduction	reduction	NOUN
iogr-1357	178	2	of	of	ADP
iogr-1357	178	3	formation	formation	NOUN
iogr-1357	178	4	damage	damage	NOUN
iogr-1357	178	5	and	and	CCONJ
iogr-1357	178	6	fluid	fluid	ADJ
iogr-1357	178	7	loss	loss	NOUN
iogr-1357	178	8	using	use	VERB
iogr-1357	178	9	nano	nano	NOUN
iogr-1357	178	10	-	-	PUNCT
iogr-1357	178	11	sized	sized	ADJ
iogr-1357	178	12	silica	silica	NOUN
iogr-1357	178	13	drilling	drilling	NOUN
iogr-1357	178	14	fluids	fluid	NOUN
iogr-1357	178	15	.	.	PUNCT
iogr-1357	179	1	petroleum	petroleum	NOUN
iogr-1357	179	2	technology	technology	PROPN
iogr-1357	179	3	development	development	PROPN
iogr-1357	179	4	journal	journal	PROPN
iogr-1357	179	5	2(1	2(1	NUM
iogr-1357	179	6	):	):	PUNCT
iogr-1357	179	7	75	75	NUM
iogr-1357	179	8	-	-	SYM
iogr-1357	179	9	88	88	NUM
iogr-1357	179	10	.	.	PUNCT
iogr-1357	179	11	improved	improve	VERB
iogr-1357	179	12	oil	oil	NOUN
iogr-1357	179	13	and	and	CCONJ
iogr-1357	179	14	gas	gas	NOUN
iogr-1357	179	15	recovery	recovery	NOUN
iogr-1357	179	16	9	9	NUM
iogr-1357	179	17	xing	xing	PROPN
iogr-1357	179	18	,	,	PUNCT
iogr-1357	179	19	m.	m.	NOUN
iogr-1357	179	20	,	,	PUNCT
iogr-1357	179	21	yu	yu	PROPN
iogr-1357	179	22	,	,	PUNCT
iogr-1357	179	23	j.	j.	PROPN
iogr-1357	179	24	,	,	PUNCT
iogr-1357	179	25	and	and	CCONJ
iogr-1357	179	26	wang	wang	PROPN
iogr-1357	179	27	,	,	PUNCT
iogr-1357	179	28	r.	r.	PROPN
iogr-1357	179	29	2015	2015	NUM
iogr-1357	179	30	.	.	PUNCT
iogr-1357	180	1	experimental	experimental	ADJ
iogr-1357	180	2	study	study	NOUN
iogr-1357	180	3	on	on	ADP
iogr-1357	180	4	the	the	DET
iogr-1357	180	5	thermal	thermal	ADJ
iogr-1357	180	6	conductivity	conductivity	NOUN
iogr-1357	180	7	enhancement	enhancement	NOUN
iogr-1357	180	8	of	of	ADP
iogr-1357	180	9	water	water	NOUN
iogr-1357	180	10	based	base	VERB
iogr-1357	180	11	nanofluids	nanofluid	NOUN
iogr-1357	180	12	using	use	VERB
iogr-1357	180	13	different	different	ADJ
iogr-1357	180	14	types	type	NOUN
iogr-1357	180	15	of	of	ADP
iogr-1357	180	16	carbon	carbon	NOUN
iogr-1357	180	17	nanotubes	nanotube	NOUN
iogr-1357	180	18	.	.	PUNCT
iogr-1357	181	1	international	international	ADJ
iogr-1357	181	2	journal	journal	PROPN
iogr-1357	181	3	of	of	ADP
iogr-1357	181	4	heat	heat	NOUN
iogr-1357	181	5	and	and	CCONJ
iogr-1357	181	6	mass	mass	NOUN
iogr-1357	181	7	transfer	transfer	NOUN
iogr-1357	181	8	88(1	88(1	NOUN
iogr-1357	181	9	):	):	PUNCT
iogr-1357	181	10	609616	609616	NUM
iogr-1357	181	11	.	.	PUNCT
iogr-1357	182	1	yekeen	yekeen	PROPN
iogr-1357	182	2	,	,	PUNCT
iogr-1357	182	3	n.	n.	NOUN
iogr-1357	182	4	,	,	PUNCT
iogr-1357	182	5	manan	manan	PROPN
iogr-1357	182	6	,	,	PUNCT
iogr-1357	182	7	m.a	m.a	PROPN
iogr-1357	182	8	.	.	PROPN
iogr-1357	182	9	,	,	PUNCT
iogr-1357	182	10	idris	idris	PROPN
iogr-1357	182	11	,	,	PUNCT
iogr-1357	182	12	a.k	a.k	PROPN
iogr-1357	182	13	.	.	PROPN
iogr-1357	182	14	,	,	PUNCT
iogr-1357	182	15	et	et	PROPN
iogr-1357	182	16	al	al	PROPN
iogr-1357	182	17	.	.	PROPN
iogr-1357	182	18	2018	2018	NUM
iogr-1357	182	19	.	.	PUNCT
iogr-1357	183	1	a	a	DET
iogr-1357	183	2	comprehensive	comprehensive	ADJ
iogr-1357	183	3	review	review	NOUN
iogr-1357	183	4	of	of	ADP
iogr-1357	183	5	experimental	experimental	ADJ
iogr-1357	183	6	studies	study	NOUN
iogr-1357	183	7	of	of	ADP
iogr-1357	183	8	nanoparticlesstabilized	nanoparticlesstabilized	ADJ
iogr-1357	183	9	foam	foam	NOUN
iogr-1357	183	10	for	for	ADP
iogr-1357	183	11	enhanced	enhance	VERB
iogr-1357	183	12	oil	oil	NOUN
iogr-1357	183	13	recovery	recovery	NOUN
iogr-1357	183	14	.	.	PUNCT
iogr-1357	184	1	journal	journal	PROPN
iogr-1357	184	2	of	of	ADP
iogr-1357	184	3	petroleum	petroleum	NOUN
iogr-1357	184	4	science	science	NOUN
iogr-1357	184	5	and	and	CCONJ
iogr-1357	184	6	engineering	engineering	NOUN
iogr-1357	184	7	164(1	164(1	NUM
iogr-1357	184	8	):	):	PUNCT
iogr-1357	184	9	43	43	NUM
iogr-1357	184	10	-	-	SYM
iogr-1357	184	11	74	74	NUM
iogr-1357	184	12	.	.	PUNCT
iogr-1357	185	1	mohamed	mohamed	PROPN
iogr-1357	185	2	saad	saad	PROPN
iogr-1357	185	3	elhossieny	elhossieny	PROPN
iogr-1357	185	4	,	,	PUNCT
iogr-1357	185	5	phd	phd	NOUN
iogr-1357	185	6	candidate	candidate	NOUN
iogr-1357	185	7	at	at	ADP
iogr-1357	185	8	the	the	DET
iogr-1357	185	9	egyptian	egyptian	ADJ
iogr-1357	185	10	petroleum	petroleum	PROPN
iogr-1357	185	11	research	research	PROPN
iogr-1357	185	12	institute	institute	PROPN
iogr-1357	185	13	,	,	PUNCT
iogr-1357	185	14	specializes	specialize	VERB
iogr-1357	185	15	in	in	ADP
iogr-1357	185	16	the	the	DET
iogr-1357	185	17	fields	field	NOUN
iogr-1357	185	18	of	of	ADP
iogr-1357	185	19	chemical	chemical	NOUN
iogr-1357	185	20	engineering	engineering	NOUN
iogr-1357	185	21	and	and	CCONJ
iogr-1357	185	22	petroleum	petroleum	NOUN
iogr-1357	185	23	engineering	engineering	NOUN
iogr-1357	185	24	,	,	PUNCT
iogr-1357	185	25	with	with	ADP
iogr-1357	185	26	a	a	DET
iogr-1357	185	27	focus	focus	NOUN
iogr-1357	185	28	on	on	ADP
iogr-1357	185	29	quality	quality	NOUN
iogr-1357	185	30	assurance	assurance	NOUN
iogr-1357	185	31	engineering	engineering	NOUN
iogr-1357	185	32	.	.	PUNCT
iogr-1357	186	1	his	his	PRON
iogr-1357	186	2	research	research	NOUN
iogr-1357	186	3	interests	interest	NOUN
iogr-1357	186	4	encompass	encompass	VERB
iogr-1357	186	5	advanced	advanced	ADJ
iogr-1357	186	6	methodologies	methodology	NOUN
iogr-1357	186	7	for	for	ADP
iogr-1357	186	8	enhancing	enhance	VERB
iogr-1357	186	9	the	the	DET
iogr-1357	186	10	quality	quality	NOUN
iogr-1357	186	11	and	and	CCONJ
iogr-1357	186	12	efficiency	efficiency	NOUN
iogr-1357	186	13	of	of	ADP
iogr-1357	186	14	petroleum	petroleum	NOUN
iogr-1357	186	15	processes	process	NOUN
iogr-1357	186	16	and	and	CCONJ
iogr-1357	186	17	products	product	NOUN
iogr-1357	186	18	.	.	PUNCT
iogr-1357	187	1	attia	attia	PROPN
iogr-1357	187	2	attia	attia	PROPN
iogr-1357	187	3	was	be	AUX
iogr-1357	187	4	the	the	DET
iogr-1357	187	5	dean	dean	NOUN
iogr-1357	187	6	of	of	ADP
iogr-1357	187	7	the	the	DET
iogr-1357	187	8	faculty	faculty	NOUN
iogr-1357	187	9	of	of	ADP
iogr-1357	187	10	energy	energy	NOUN
iogr-1357	187	11	and	and	CCONJ
iogr-1357	187	12	environmental	environmental	ADJ
iogr-1357	187	13	engineering	engineering	NOUN
iogr-1357	187	14	in	in	ADP
iogr-1357	187	15	2016	2016	NUM
iogr-1357	187	16	.	.	PUNCT
iogr-1357	188	1	he	he	PRON
iogr-1357	188	2	also	also	ADV
iogr-1357	188	3	serves	serve	VERB
iogr-1357	188	4	as	as	ADP
iogr-1357	188	5	the	the	DET
iogr-1357	188	6	supervisor	supervisor	NOUN
iogr-1357	188	7	of	of	ADP
iogr-1357	188	8	the	the	DET
iogr-1357	188	9	petroleum	petroleum	NOUN
iogr-1357	188	10	engineering	engineering	NOUN
iogr-1357	188	11	and	and	CCONJ
iogr-1357	188	12	gas	gas	NOUN
iogr-1357	188	13	technology	technology	NOUN
iogr-1357	188	14	department	department	NOUN
iogr-1357	188	15	at	at	ADP
iogr-1357	188	16	the	the	DET
iogr-1357	188	17	british	british	PROPN
iogr-1357	188	18	university	university	PROPN
iogr-1357	188	19	in	in	ADP
iogr-1357	188	20	egypt	egypt	PROPN
iogr-1357	188	21	.	.	PUNCT
iogr-1357	189	1	in	in	ADP
iogr-1357	189	2	2009	2009	NUM
iogr-1357	189	3	,	,	PUNCT
iogr-1357	189	4	he	he	PRON
iogr-1357	189	5	joined	join	VERB
iogr-1357	189	6	the	the	DET
iogr-1357	189	7	bue	bue	PROPN
iogr-1357	189	8	as	as	ADP
iogr-1357	189	9	a	a	DET
iogr-1357	189	10	professor	professor	NOUN
iogr-1357	189	11	of	of	ADP
iogr-1357	189	12	petroleum	petroleum	NOUN
iogr-1357	189	13	engineering	engineering	NOUN
iogr-1357	189	14	and	and	CCONJ
iogr-1357	189	15	later	later	ADV
iogr-1357	189	16	assumed	assume	VERB
iogr-1357	189	17	the	the	DET
iogr-1357	189	18	role	role	NOUN
iogr-1357	189	19	of	of	ADP
iogr-1357	189	20	head	head	NOUN
iogr-1357	189	21	of	of	ADP
iogr-1357	189	22	the	the	DET
iogr-1357	189	23	pegt	pegt	ADJ
iogr-1357	189	24	department	department	NOUN
iogr-1357	189	25	until	until	ADP
iogr-1357	189	26	2012	2012	NUM
iogr-1357	189	27	.	.	PUNCT
iogr-1357	190	1	before	before	ADP
iogr-1357	190	2	his	his	PRON
iogr-1357	190	3	tenure	tenure	NOUN
iogr-1357	190	4	at	at	ADP
iogr-1357	190	5	bue	bue	PROPN
iogr-1357	190	6	,	,	PUNCT
iogr-1357	190	7	dr	dr	PROPN
iogr-1357	190	8	.	.	PROPN
iogr-1357	190	9	attia	attia	PROPN
iogr-1357	190	10	was	be	AUX
iogr-1357	190	11	the	the	DET
iogr-1357	190	12	vice	vice	NOUN
iogr-1357	190	13	dean	dean	NOUN
iogr-1357	190	14	of	of	ADP
iogr-1357	190	15	the	the	DET
iogr-1357	190	16	faculty	faculty	NOUN
iogr-1357	190	17	of	of	ADP
iogr-1357	190	18	petroleum	petroleum	NOUN
iogr-1357	190	19	and	and	CCONJ
iogr-1357	190	20	mining	mining	NOUN
iogr-1357	190	21	engineering	engineering	NOUN
iogr-1357	190	22	at	at	ADP
iogr-1357	190	23	suez	suez	PROPN
iogr-1357	190	24	university	university	PROPN
iogr-1357	190	25	in	in	ADP
iogr-1357	190	26	egypt	egypt	PROPN
iogr-1357	190	27	.	.	PUNCT
iogr-1357	191	1	additionally	additionally	ADV
iogr-1357	191	2	,	,	PUNCT
iogr-1357	191	3	he	he	PRON
iogr-1357	191	4	is	be	AUX
iogr-1357	191	5	a	a	DET
iogr-1357	191	6	prominent	prominent	ADJ
iogr-1357	191	7	consultant	consultant	NOUN
iogr-1357	191	8	in	in	ADP
iogr-1357	191	9	the	the	DET
iogr-1357	191	10	oil	oil	NOUN
iogr-1357	191	11	and	and	CCONJ
iogr-1357	191	12	gas	gas	NOUN
iogr-1357	191	13	industry	industry	NOUN
iogr-1357	191	14	.	.	PUNCT
iogr-1357	192	1	adel	adel	PROPN
iogr-1357	192	2	salem	salem	PROPN
iogr-1357	192	3	was	be	AUX
iogr-1357	192	4	a	a	DET
iogr-1357	192	5	distinguished	distinguished	ADJ
iogr-1357	192	6	professor	professor	NOUN
iogr-1357	192	7	of	of	ADP
iogr-1357	192	8	petroleum	petroleum	NOUN
iogr-1357	192	9	engineering	engineering	NOUN
iogr-1357	192	10	within	within	ADP
iogr-1357	192	11	the	the	DET
iogr-1357	192	12	faculty	faculty	NOUN
iogr-1357	192	13	of	of	ADP
iogr-1357	192	14	petroleum	petroleum	NOUN
iogr-1357	192	15	and	and	CCONJ
iogr-1357	192	16	mining	mining	NOUN
iogr-1357	192	17	engineering	engineering	NOUN
iogr-1357	192	18	at	at	ADP
iogr-1357	192	19	suez	suez	PROPN
iogr-1357	192	20	university	university	PROPN
iogr-1357	192	21	in	in	ADP
iogr-1357	192	22	egypt	egypt	PROPN
iogr-1357	192	23	and	and	CCONJ
iogr-1357	192	24	also	also	ADV
iogr-1357	192	25	held	hold	VERB
iogr-1357	192	26	a	a	DET
iogr-1357	192	27	professorship	professorship	NOUN
iogr-1357	192	28	at	at	ADP
iogr-1357	192	29	future	future	ADJ
iogr-1357	192	30	university	university	NOUN
iogr-1357	192	31	in	in	ADP
iogr-1357	192	32	egypt	egypt	PROPN
iogr-1357	192	33	.	.	PUNCT
iogr-1357	193	1	he	he	PRON
iogr-1357	193	2	served	serve	VERB
iogr-1357	193	3	as	as	ADP
iogr-1357	193	4	the	the	DET
iogr-1357	193	5	head	head	NOUN
iogr-1357	193	6	of	of	ADP
iogr-1357	193	7	the	the	DET
iogr-1357	193	8	petroleum	petroleum	NOUN
iogr-1357	193	9	and	and	CCONJ
iogr-1357	193	10	mining	mining	NOUN
iogr-1357	193	11	department	department	PROPN
iogr-1357	193	12	at	at	ADP
iogr-1357	193	13	suez	suez	PROPN
iogr-1357	193	14	university	university	PROPN
iogr-1357	193	15	,	,	PUNCT
iogr-1357	193	16	contributing	contribute	VERB
iogr-1357	193	17	significantly	significantly	ADV
iogr-1357	193	18	to	to	ADP
iogr-1357	193	19	the	the	DET
iogr-1357	193	20	field	field	NOUN
iogr-1357	193	21	for	for	ADP
iogr-1357	193	22	over	over	ADP
iogr-1357	193	23	two	two	NUM
iogr-1357	193	24	decades	decade	NOUN
iogr-1357	193	25	.	.	PUNCT
iogr-1357	194	1	his	his	PRON
iogr-1357	194	2	research	research	NOUN
iogr-1357	194	3	expertise	expertise	NOUN
iogr-1357	194	4	encompassed	encompass	VERB
iogr-1357	194	5	various	various	ADJ
iogr-1357	194	6	critical	critical	ADJ
iogr-1357	194	7	areas	area	NOUN
iogr-1357	194	8	,	,	PUNCT
iogr-1357	194	9	including	include	VERB
iogr-1357	194	10	wettability	wettability	NOUN
iogr-1357	194	11	,	,	PUNCT
iogr-1357	194	12	chemistry	chemistry	NOUN
iogr-1357	194	13	,	,	PUNCT
iogr-1357	194	14	petrochemistry	petrochemistry	NOUN
iogr-1357	194	15	,	,	PUNCT
iogr-1357	194	16	geoscience	geoscience	NOUN
iogr-1357	194	17	,	,	PUNCT
iogr-1357	194	18	and	and	CCONJ
iogr-1357	194	19	geology	geology	NOUN
iogr-1357	194	20	.	.	PUNCT
iogr-1357	195	1	ahmed	ahmed	PROPN
iogr-1357	195	2	gawish	gawish	PROPN
iogr-1357	195	3	was	be	AUX
iogr-1357	195	4	a	a	DET
iogr-1357	195	5	distinguished	distinguished	ADJ
iogr-1357	195	6	professor	professor	NOUN
iogr-1357	195	7	in	in	ADP
iogr-1357	195	8	the	the	DET
iogr-1357	195	9	department	department	NOUN
iogr-1357	195	10	of	of	ADP
iogr-1357	195	11	petroleum	petroleum	NOUN
iogr-1357	195	12	engineering	engineering	NOUN
iogr-1357	195	13	at	at	ADP
iogr-1357	195	14	the	the	DET
iogr-1357	195	15	faculty	faculty	NOUN
iogr-1357	195	16	of	of	ADP
iogr-1357	195	17	petroleum	petroleum	NOUN
iogr-1357	195	18	and	and	CCONJ
iogr-1357	195	19	mining	mining	NOUN
iogr-1357	195	20	engineering	engineering	NOUN
iogr-1357	195	21	,	,	PUNCT
iogr-1357	195	22	suez	suez	PROPN
iogr-1357	195	23	university	university	PROPN
iogr-1357	195	24	,	,	PUNCT
iogr-1357	195	25	egypt	egypt	PROPN
iogr-1357	195	26	.	.	PUNCT
iogr-1357	196	1	his	his	PRON
iogr-1357	196	2	research	research	NOUN
iogr-1357	196	3	contributions	contribution	NOUN
iogr-1357	196	4	focused	focus	VERB
iogr-1357	196	5	on	on	ADP
iogr-1357	196	6	critical	critical	ADJ
iogr-1357	196	7	areas	area	NOUN
iogr-1357	196	8	including	include	VERB
iogr-1357	196	9	wettability	wettability	NOUN
iogr-1357	196	10	dynamics	dynamic	NOUN
iogr-1357	196	11	,	,	PUNCT
iogr-1357	196	12	chemical	chemical	NOUN
iogr-1357	196	13	processes	process	NOUN
iogr-1357	196	14	in	in	ADP
iogr-1357	196	15	petroleum	petroleum	NOUN
iogr-1357	196	16	systems	system	NOUN
iogr-1357	196	17	,	,	PUNCT
iogr-1357	196	18	petrochemical	petrochemical	NOUN
iogr-1357	196	19	engineering	engineering	NOUN
iogr-1357	196	20	,	,	PUNCT
iogr-1357	196	21	as	as	ADV
iogr-1357	196	22	well	well	ADV
iogr-1357	196	23	as	as	ADP
iogr-1357	196	24	geoscience	geoscience	NOUN
iogr-1357	196	25	and	and	CCONJ
iogr-1357	196	26	geology	geology	NOUN
iogr-1357	196	27	.	.	PUNCT
iogr-1357	197	1	he	he	PRON
iogr-1357	197	2	dedicated	dedicate	VERB
iogr-1357	197	3	over	over	ADP
iogr-1357	197	4	20	20	NUM
iogr-1357	197	5	years	year	NOUN
iogr-1357	197	6	to	to	ADP
iogr-1357	197	7	advancing	advance	VERB
iogr-1357	197	8	these	these	DET
iogr-1357	197	9	fields	field	NOUN
iogr-1357	197	10	before	before	ADP
iogr-1357	197	11	his	his	PRON
iogr-1357	197	12	passing	pass	VERB
iogr-1357	197	13	last	last	ADJ
iogr-1357	197	14	year	year	NOUN
iogr-1357	197	15	.	.	PUNCT
iogr-1357	198	1	unfortunately	unfortunately	ADV
iogr-1357	198	2	,	,	PUNCT
iogr-1357	198	3	he	he	PRON
iogr-1357	198	4	passed	pass	VERB
iogr-1357	198	5	away	away	ADV
iogr-1357	198	6	last	last	ADJ
iogr-1357	198	7	year	year	NOUN
iogr-1357	198	8	,	,	PUNCT
iogr-1357	198	9	leaving	leave	VERB
iogr-1357	198	10	behind	behind	ADP
iogr-1357	198	11	a	a	DET
iogr-1357	198	12	formidable	formidable	ADJ
iogr-1357	198	13	legacy	legacy	NOUN
iogr-1357	198	14	in	in	ADP
iogr-1357	198	15	petroleum	petroleum	NOUN
iogr-1357	198	16	engineering	engineering	NOUN
iogr-1357	198	17	.	.	PUNCT
iogr-1357	199	1	may	may	AUX
iogr-1357	199	2	he	he	PRON
iogr-1357	199	3	rest	rest	VERB
iogr-1357	199	4	in	in	ADP
iogr-1357	199	5	peace	peace	NOUN
iogr-1357	199	6	.	.	PUNCT
iogr-1357	200	1	hesham	hesham	PROPN
iogr-1357	200	2	abuseda	abuseda	NOUN
iogr-1357	200	3	serves	serve	VERB
iogr-1357	200	4	as	as	ADP
iogr-1357	200	5	a	a	DET
iogr-1357	200	6	research	research	NOUN
iogr-1357	200	7	doctor	doctor	NOUN
iogr-1357	200	8	at	at	ADP
iogr-1357	200	9	the	the	DET
iogr-1357	200	10	egyptian	egyptian	ADJ
iogr-1357	200	11	petroleum	petroleum	PROPN
iogr-1357	200	12	research	research	PROPN
iogr-1357	200	13	institute	institute	PROPN
iogr-1357	200	14	,	,	PUNCT
iogr-1357	200	15	where	where	SCONJ
iogr-1357	200	16	he	he	PRON
iogr-1357	200	17	currently	currently	ADV
iogr-1357	200	18	leads	lead	VERB
iogr-1357	200	19	the	the	DET
iogr-1357	200	20	production	production	NOUN
iogr-1357	200	21	department	department	NOUN
iogr-1357	200	22	.	.	PUNCT
iogr-1357	201	1	his	his	PRON
iogr-1357	201	2	research	research	NOUN
iogr-1357	201	3	portfolio	portfolio	NOUN
iogr-1357	201	4	encompasses	encompass	VERB
iogr-1357	201	5	a	a	DET
iogr-1357	201	6	range	range	NOUN
iogr-1357	201	7	of	of	ADP
iogr-1357	201	8	disciplines	discipline	NOUN
iogr-1357	201	9	,	,	PUNCT
iogr-1357	201	10	including	include	VERB
iogr-1357	201	11	petroleum	petroleum	NOUN
iogr-1357	201	12	engineering	engineering	NOUN
iogr-1357	201	13	,	,	PUNCT
iogr-1357	201	14	mining	mining	NOUN
iogr-1357	201	15	engineering	engineering	NOUN
iogr-1357	201	16	,	,	PUNCT
iogr-1357	201	17	petrology	petrology	NOUN
iogr-1357	201	18	,	,	PUNCT
iogr-1357	201	19	petrochemistry	petrochemistry	NOUN
iogr-1357	201	20	,	,	PUNCT
iogr-1357	201	21	geoscience	geoscience	NOUN
iogr-1357	201	22	,	,	PUNCT
iogr-1357	201	23	and	and	CCONJ
iogr-1357	201	24	geology	geology	NOUN
iogr-1357	201	25	.	.	PUNCT
iogr-1357	202	1	his	his	PRON
iogr-1357	202	2	expertise	expertise	NOUN
iogr-1357	202	3	contributes	contribute	VERB
iogr-1357	202	4	to	to	ADP
iogr-1357	202	5	advancements	advancement	NOUN
iogr-1357	202	6	in	in	ADP
iogr-1357	202	7	hydrocarbon	hydrocarbon	NOUN
iogr-1357	202	8	extraction	extraction	NOUN
iogr-1357	202	9	methods	method	NOUN
iogr-1357	202	10	and	and	CCONJ
iogr-1357	202	11	the	the	DET
iogr-1357	202	12	evaluation	evaluation	NOUN
iogr-1357	202	13	of	of	ADP
iogr-1357	202	14	geological	geological	ADJ
iogr-1357	202	15	formations	formation	NOUN
iogr-1357	202	16	for	for	ADP
iogr-1357	202	17	energy	energy	NOUN
iogr-1357	202	18	resources	resource	NOUN
iogr-1357	202	19	.	.	PUNCT