id	sid	tid	token	lemma	pos
iogr-1374	1	1	copyright	copyright	NOUN
iogr-1374	1	2	©	©	ADP
iogr-1374	1	3	the	the	DET
iogr-1374	1	4	author(s	author(s	NOUN
iogr-1374	1	5	)	)	PUNCT
iogr-1374	1	6	.	.	PUNCT
iogr-1374	2	1	this	this	DET
iogr-1374	2	2	work	work	NOUN
iogr-1374	2	3	is	be	AUX
iogr-1374	2	4	licensed	license	VERB
iogr-1374	2	5	under	under	ADP
iogr-1374	2	6	a	a	DET
iogr-1374	2	7	creative	creative	ADJ
iogr-1374	2	8	commons	common	NOUN
iogr-1374	2	9	attribution	attribution	NOUN
iogr-1374	2	10	4.0	4.0	NUM
iogr-1374	2	11	international	international	ADJ
iogr-1374	2	12	license	license	NOUN
iogr-1374	2	13	.	.	PUNCT
iogr-1374	3	1	improved	improve	VERB
iogr-1374	3	2	oil	oil	NOUN
iogr-1374	3	3	and	and	CCONJ
iogr-1374	3	4	gas	gas	NOUN
iogr-1374	3	5	recovery	recovery	NOUN
iogr-1374	3	6	doi	doi	NOUN
iogr-1374	3	7	:	:	PUNCT
iogr-1374	3	8	10.14800	10.14800	NUM
iogr-1374	3	9	/	/	SYM
iogr-1374	3	10	iogr.1374	iogr.1374	PROPN
iogr-1374	3	11	received	receive	VERB
iogr-1374	3	12	march	march	PROPN
iogr-1374	3	13	8	8	NUM
iogr-1374	3	14	,	,	PUNCT
iogr-1374	3	15	2025	2025	NUM
iogr-1374	3	16	;	;	PUNCT
iogr-1374	3	17	revised	revise	VERB
iogr-1374	3	18	april	april	PROPN
iogr-1374	3	19	10	10	NUM
iogr-1374	3	20	,	,	PUNCT
iogr-1374	3	21	2025	2025	NUM
iogr-1374	3	22	;	;	PUNCT
iogr-1374	3	23	accepted	accept	VERB
iogr-1374	3	24	july	july	PROPN
iogr-1374	3	25	23	23	NUM
iogr-1374	3	26	,	,	PUNCT
iogr-1374	3	27	2025	2025	NUM
iogr-1374	3	28	.	.	PUNCT
iogr-1374	4	1	*	*	PUNCT
iogr-1374	4	2	corresponding	correspond	VERB
iogr-1374	4	3	author	author	NOUN
iogr-1374	4	4	:	:	PUNCT
iogr-1374	4	5	lnhnam@hcmut.edu.vn	lnhnam@hcmut.edu.vn	ADJ
iogr-1374	4	6	1	1	NUM
iogr-1374	4	7	evaluation	evaluation	NOUN
iogr-1374	4	8	of	of	ADP
iogr-1374	4	9	orange	orange	PROPN
iogr-1374	4	10	peel	peel	PROPN
iogr-1374	4	11	as	as	ADP
iogr-1374	4	12	eco	eco	NOUN
iogr-1374	4	13	-	-	PUNCT
iogr-1374	4	14	friendly	friendly	ADJ
iogr-1374	4	15	additive	additive	NOUN
iogr-1374	4	16	:	:	PUNCT
iogr-1374	4	17	impact	impact	NOUN
iogr-1374	4	18	of	of	ADP
iogr-1374	4	19	concentration	concentration	NOUN
iogr-1374	4	20	,	,	PUNCT
iogr-1374	4	21	particle	particle	NOUN
iogr-1374	4	22	size	size	NOUN
iogr-1374	4	23	,	,	PUNCT
iogr-1374	4	24	and	and	CCONJ
iogr-1374	4	25	temperature	temperature	NOUN
iogr-1374	4	26	on	on	ADP
iogr-1374	4	27	drilling	drill	VERB
iogr-1374	4	28	fluid	fluid	ADJ
iogr-1374	4	29	performance	performance	NOUN
iogr-1374	4	30	nam	nam	NOUN
iogr-1374	4	31	nguyen	nguyen	PROPN
iogr-1374	4	32	hai	hai	PROPN
iogr-1374	4	33	le	le	PROPN
iogr-1374	4	34	*	*	PROPN
iogr-1374	4	35	,	,	PUNCT
iogr-1374	4	36	le	le	PROPN
iogr-1374	4	37	nguyen	nguyen	PROPN
iogr-1374	4	38	hoang	hoang	PROPN
iogr-1374	4	39	duy	duy	PROPN
iogr-1374	4	40	,	,	PUNCT
iogr-1374	4	41	and	and	CCONJ
iogr-1374	4	42	pham	pham	PROPN
iogr-1374	4	43	thi	thi	PROPN
iogr-1374	4	44	van	van	PROPN
iogr-1374	4	45	phung	phung	PROPN
iogr-1374	4	46	,	,	PUNCT
iogr-1374	4	47	ho	ho	PROPN
iogr-1374	4	48	chi	chi	PROPN
iogr-1374	4	49	minh	minh	PROPN
iogr-1374	4	50	city	city	PROPN
iogr-1374	4	51	university	university	PROPN
iogr-1374	4	52	of	of	ADP
iogr-1374	4	53	technology	technology	NOUN
iogr-1374	4	54	,	,	PUNCT
iogr-1374	4	55	vietnam	vietnam	PROPN
iogr-1374	4	56	national	national	PROPN
iogr-1374	4	57	university	university	PROPN
iogr-1374	4	58	ho	ho	PROPN
iogr-1374	4	59	chi	chi	PROPN
iogr-1374	4	60	minh	minh	PROPN
iogr-1374	4	61	city	city	PROPN
iogr-1374	4	62	,	,	PUNCT
iogr-1374	4	63	ho	ho	PROPN
iogr-1374	4	64	chi	chi	PROPN
iogr-1374	4	65	minh	minh	PROPN
iogr-1374	4	66	city	city	PROPN
iogr-1374	4	67	,	,	PUNCT
iogr-1374	4	68	vietnam	vietnam	PROPN
iogr-1374	4	69	abstract	abstract	ADJ
iogr-1374	4	70	drilling	drilling	NOUN
iogr-1374	4	71	fluids	fluid	NOUN
iogr-1374	4	72	play	play	VERB
iogr-1374	4	73	a	a	DET
iogr-1374	4	74	crucial	crucial	ADJ
iogr-1374	4	75	role	role	NOUN
iogr-1374	4	76	in	in	ADP
iogr-1374	4	77	petroleum	petroleum	NOUN
iogr-1374	4	78	drilling	drilling	NOUN
iogr-1374	4	79	operations	operation	NOUN
iogr-1374	4	80	,	,	PUNCT
iogr-1374	4	81	serving	serve	VERB
iogr-1374	4	82	to	to	PART
iogr-1374	4	83	maintain	maintain	VERB
iogr-1374	4	84	wellbore	wellbore	NOUN
iogr-1374	4	85	pressure	pressure	NOUN
iogr-1374	4	86	,	,	PUNCT
iogr-1374	4	87	cleanse	cleanse	VERB
iogr-1374	4	88	the	the	DET
iogr-1374	4	89	wellbore	wellbore	NOUN
iogr-1374	4	90	by	by	ADP
iogr-1374	4	91	transporting	transport	VERB
iogr-1374	4	92	cuttings	cutting	NOUN
iogr-1374	4	93	to	to	ADP
iogr-1374	4	94	the	the	DET
iogr-1374	4	95	surface	surface	NOUN
iogr-1374	4	96	,	,	PUNCT
iogr-1374	4	97	cool	cool	VERB
iogr-1374	4	98	the	the	DET
iogr-1374	4	99	drill	drill	NOUN
iogr-1374	4	100	bit	bit	NOUN
iogr-1374	4	101	while	while	SCONJ
iogr-1374	4	102	reducing	reduce	VERB
iogr-1374	4	103	friction	friction	NOUN
iogr-1374	4	104	,	,	PUNCT
iogr-1374	4	105	and	and	CCONJ
iogr-1374	4	106	stabilize	stabilize	VERB
iogr-1374	4	107	the	the	DET
iogr-1374	4	108	geological	geological	ADJ
iogr-1374	4	109	formation	formation	NOUN
iogr-1374	4	110	.	.	PUNCT
iogr-1374	5	1	despite	despite	SCONJ
iogr-1374	5	2	their	their	PRON
iogr-1374	5	3	superior	superior	ADJ
iogr-1374	5	4	lubricity	lubricity	NOUN
iogr-1374	5	5	,	,	PUNCT
iogr-1374	5	6	salt	salt	NOUN
iogr-1374	5	7	tolerance	tolerance	NOUN
iogr-1374	5	8	,	,	PUNCT
iogr-1374	5	9	thermal	thermal	ADJ
iogr-1374	5	10	stability	stability	NOUN
iogr-1374	5	11	,	,	PUNCT
iogr-1374	5	12	and	and	CCONJ
iogr-1374	5	13	shale	shale	NOUN
iogr-1374	5	14	inhibition	inhibition	NOUN
iogr-1374	5	15	properties	property	NOUN
iogr-1374	5	16	,	,	PUNCT
iogr-1374	5	17	oil	oil	NOUN
iogr-1374	5	18	-	-	PUNCT
iogr-1374	5	19	based	base	VERB
iogr-1374	5	20	muds	mud	NOUN
iogr-1374	5	21	are	be	AUX
iogr-1374	5	22	subject	subject	ADJ
iogr-1374	5	23	to	to	ADP
iogr-1374	5	24	stringent	stringent	ADJ
iogr-1374	5	25	regulatory	regulatory	ADJ
iogr-1374	5	26	constraints	constraint	NOUN
iogr-1374	5	27	due	due	ADP
iogr-1374	5	28	to	to	ADP
iogr-1374	5	29	their	their	PRON
iogr-1374	5	30	environmental	environmental	ADJ
iogr-1374	5	31	and	and	CCONJ
iogr-1374	5	32	health	health	NOUN
iogr-1374	5	33	risks	risk	NOUN
iogr-1374	5	34	.	.	PUNCT
iogr-1374	6	1	consequently	consequently	ADV
iogr-1374	6	2	,	,	PUNCT
iogr-1374	6	3	the	the	DET
iogr-1374	6	4	industry	industry	NOUN
iogr-1374	6	5	is	be	AUX
iogr-1374	6	6	actively	actively	ADV
iogr-1374	6	7	pursuing	pursue	VERB
iogr-1374	6	8	more	more	ADV
iogr-1374	6	9	environmentally	environmentally	ADV
iogr-1374	6	10	friendly	friendly	ADJ
iogr-1374	6	11	alternatives	alternative	NOUN
iogr-1374	6	12	.	.	PUNCT
iogr-1374	7	1	this	this	DET
iogr-1374	7	2	paper	paper	NOUN
iogr-1374	7	3	presents	present	VERB
iogr-1374	7	4	the	the	DET
iogr-1374	7	5	utilization	utilization	NOUN
iogr-1374	7	6	of	of	ADP
iogr-1374	7	7	orange	orange	ADJ
iogr-1374	7	8	peel	peel	NOUN
iogr-1374	7	9	powder	powder	NOUN
iogr-1374	7	10	(	(	PUNCT
iogr-1374	7	11	opp	opp	INTJ
iogr-1374	7	12	)	)	PUNCT
iogr-1374	7	13	as	as	ADP
iogr-1374	7	14	a	a	DET
iogr-1374	7	15	biodegradable	biodegradable	ADJ
iogr-1374	7	16	additive	additive	NOUN
iogr-1374	7	17	in	in	ADP
iogr-1374	7	18	water	water	NOUN
iogr-1374	7	19	-	-	PUNCT
iogr-1374	7	20	based	base	VERB
iogr-1374	7	21	mud	mud	NOUN
iogr-1374	7	22	to	to	PART
iogr-1374	7	23	improve	improve	VERB
iogr-1374	7	24	rheological	rheological	ADJ
iogr-1374	7	25	and	and	CCONJ
iogr-1374	7	26	filtration	filtration	NOUN
iogr-1374	7	27	properties	property	NOUN
iogr-1374	7	28	.	.	PUNCT
iogr-1374	8	1	opp	opp	PROPN
iogr-1374	8	2	was	be	AUX
iogr-1374	8	3	tested	test	VERB
iogr-1374	8	4	in	in	ADP
iogr-1374	8	5	three	three	NUM
iogr-1374	8	6	particle	particle	NOUN
iogr-1374	8	7	sizes	size	NOUN
iogr-1374	8	8	at	at	ADP
iogr-1374	8	9	1%wt	1%wt	NUM
iogr-1374	8	10	and	and	CCONJ
iogr-1374	8	11	in	in	ADP
iogr-1374	8	12	five	five	NUM
iogr-1374	8	13	concentrations	concentration	NOUN
iogr-1374	8	14	(	(	PUNCT
iogr-1374	8	15	0.5	0.5	NUM
iogr-1374	8	16	-	-	PUNCT
iogr-1374	8	17	1.5%wt	1.5%wt	NUM
iogr-1374	8	18	)	)	PUNCT
iogr-1374	8	19	.	.	PUNCT
iogr-1374	9	1	rheological	rheological	ADJ
iogr-1374	9	2	experiments	experiment	NOUN
iogr-1374	9	3	at	at	ADP
iogr-1374	9	4	three	three	NUM
iogr-1374	9	5	different	different	ADJ
iogr-1374	9	6	temperatures	temperature	NOUN
iogr-1374	9	7	employed	employ	VERB
iogr-1374	9	8	bingham	bingham	PROPN
iogr-1374	9	9	plastic	plastic	PROPN
iogr-1374	9	10	,	,	PUNCT
iogr-1374	9	11	power	power	NOUN
iogr-1374	9	12	law	law	NOUN
iogr-1374	9	13	,	,	PUNCT
iogr-1374	9	14	and	and	CCONJ
iogr-1374	9	15	hershel	hershel	PROPN
iogr-1374	9	16	-	-	PUNCT
iogr-1374	9	17	bulkley	bulkley	NOUN
iogr-1374	9	18	models	model	NOUN
iogr-1374	9	19	.	.	PUNCT
iogr-1374	10	1	smaller	small	ADJ
iogr-1374	10	2	opp	opp	PROPN
iogr-1374	10	3	particles	particle	NOUN
iogr-1374	10	4	reduced	reduce	VERB
iogr-1374	10	5	fluid	fluid	ADJ
iogr-1374	10	6	volume	volume	NOUN
iogr-1374	10	7	by	by	ADP
iogr-1374	10	8	approximately	approximately	ADV
iogr-1374	10	9	3	3	NUM
iogr-1374	10	10	%	%	NOUN
iogr-1374	10	11	and	and	CCONJ
iogr-1374	10	12	fluid	fluid	ADJ
iogr-1374	10	13	loss	loss	NOUN
iogr-1374	10	14	by	by	ADP
iogr-1374	10	15	up	up	ADP
iogr-1374	10	16	to	to	PART
iogr-1374	10	17	11	11	NUM
iogr-1374	10	18	%	%	NOUN
iogr-1374	10	19	compared	compare	VERB
iogr-1374	10	20	to	to	ADP
iogr-1374	10	21	the	the	DET
iogr-1374	10	22	base	base	NOUN
iogr-1374	10	23	sample	sample	NOUN
iogr-1374	10	24	.	.	PUNCT
iogr-1374	11	1	the	the	DET
iogr-1374	11	2	hershel	hershel	PROPN
iogr-1374	11	3	-	-	PUNCT
iogr-1374	11	4	bulkley	bulkley	NOUN
iogr-1374	11	5	model	model	NOUN
iogr-1374	11	6	provided	provide	VERB
iogr-1374	11	7	the	the	DET
iogr-1374	11	8	best	good	ADJ
iogr-1374	11	9	fit	fit	NOUN
iogr-1374	11	10	,	,	PUNCT
iogr-1374	11	11	indicating	indicate	VERB
iogr-1374	11	12	that	that	SCONJ
iogr-1374	11	13	higher	high	ADJ
iogr-1374	11	14	additive	additive	ADJ
iogr-1374	11	15	concentrations	concentration	NOUN
iogr-1374	11	16	(	(	PUNCT
iogr-1374	11	17	>	>	NOUN
iogr-1374	11	18	1%wt	1%wt	NUM
iogr-1374	11	19	)	)	PUNCT
iogr-1374	11	20	increased	increase	VERB
iogr-1374	11	21	viscosity	viscosity	NOUN
iogr-1374	11	22	but	but	CCONJ
iogr-1374	11	23	improved	improved	ADJ
iogr-1374	11	24	fluid	fluid	ADJ
iogr-1374	11	25	loss	loss	NOUN
iogr-1374	11	26	by	by	ADP
iogr-1374	11	27	up	up	ADP
iogr-1374	11	28	to	to	PART
iogr-1374	11	29	20	20	NUM
iogr-1374	11	30	%	%	NOUN
iogr-1374	11	31	at	at	ADP
iogr-1374	11	32	1.5%wt	1.5%wt	NUM
iogr-1374	11	33	.	.	PUNCT
iogr-1374	12	1	elevating	elevate	VERB
iogr-1374	12	2	temperature	temperature	NOUN
iogr-1374	12	3	decreased	decrease	VERB
iogr-1374	12	4	viscosity	viscosity	NOUN
iogr-1374	12	5	but	but	CCONJ
iogr-1374	12	6	increased	increase	VERB
iogr-1374	12	7	yield	yield	NOUN
iogr-1374	12	8	stress	stress	NOUN
iogr-1374	12	9	,	,	PUNCT
iogr-1374	12	10	enhancing	enhance	VERB
iogr-1374	12	11	cuttings	cutting	NOUN
iogr-1374	12	12	transport	transport	NOUN
iogr-1374	12	13	.	.	PUNCT
iogr-1374	13	1	consequently	consequently	ADV
iogr-1374	13	2	,	,	PUNCT
iogr-1374	13	3	higher	high	ADJ
iogr-1374	13	4	flow	flow	NOUN
iogr-1374	13	5	index	index	NOUN
iogr-1374	13	6	(	(	PUNCT
iogr-1374	13	7	n	n	CCONJ
iogr-1374	13	8	)	)	PUNCT
iogr-1374	13	9	values	value	NOUN
iogr-1374	13	10	at	at	ADP
iogr-1374	13	11	elevated	elevated	ADJ
iogr-1374	13	12	temperatures	temperature	NOUN
iogr-1374	13	13	suggested	suggest	VERB
iogr-1374	13	14	a	a	DET
iogr-1374	13	15	transition	transition	NOUN
iogr-1374	13	16	toward	toward	ADP
iogr-1374	13	17	more	more	ADJ
iogr-1374	13	18	newtonian	newtonian	ADJ
iogr-1374	13	19	-	-	PUNCT
iogr-1374	13	20	like	like	ADJ
iogr-1374	13	21	fluid	fluid	ADJ
iogr-1374	13	22	behavior	behavior	NOUN
iogr-1374	13	23	.	.	PUNCT
iogr-1374	14	1	the	the	DET
iogr-1374	14	2	study	study	NOUN
iogr-1374	14	3	highlights	highlight	VERB
iogr-1374	14	4	the	the	DET
iogr-1374	14	5	potential	potential	NOUN
iogr-1374	14	6	of	of	ADP
iogr-1374	14	7	opp	opp	PROPN
iogr-1374	14	8	as	as	ADP
iogr-1374	14	9	a	a	DET
iogr-1374	14	10	sustainable	sustainable	ADJ
iogr-1374	14	11	alternative	alternative	NOUN
iogr-1374	14	12	to	to	ADP
iogr-1374	14	13	conventional	conventional	ADJ
iogr-1374	14	14	chemical	chemical	NOUN
iogr-1374	14	15	additives	additive	NOUN
iogr-1374	14	16	,	,	PUNCT
iogr-1374	14	17	contributing	contribute	VERB
iogr-1374	14	18	to	to	ADP
iogr-1374	14	19	reduced	reduce	VERB
iogr-1374	14	20	environmental	environmental	ADJ
iogr-1374	14	21	impact	impact	NOUN
iogr-1374	14	22	in	in	ADP
iogr-1374	14	23	drilling	drilling	NOUN
iogr-1374	14	24	operations	operation	NOUN
iogr-1374	14	25	.	.	PUNCT
iogr-1374	15	1	the	the	DET
iogr-1374	15	2	comprehensive	comprehensive	ADJ
iogr-1374	15	3	evaluation	evaluation	NOUN
iogr-1374	15	4	of	of	ADP
iogr-1374	15	5	opp	opp	PROPN
iogr-1374	15	6	's	's	PART
iogr-1374	15	7	performance	performance	NOUN
iogr-1374	15	8	across	across	ADP
iogr-1374	15	9	varying	vary	VERB
iogr-1374	15	10	particle	particle	NOUN
iogr-1374	15	11	sizes	size	NOUN
iogr-1374	15	12	and	and	CCONJ
iogr-1374	15	13	concentrations	concentration	NOUN
iogr-1374	15	14	,	,	PUNCT
iogr-1374	15	15	combined	combine	VERB
iogr-1374	15	16	with	with	ADP
iogr-1374	15	17	temperature	temperature	NOUN
iogr-1374	15	18	effects	effect	NOUN
iogr-1374	15	19	,	,	PUNCT
iogr-1374	15	20	provides	provide	VERB
iogr-1374	15	21	insights	insight	NOUN
iogr-1374	15	22	into	into	ADP
iogr-1374	15	23	its	its	PRON
iogr-1374	15	24	optimization	optimization	NOUN
iogr-1374	15	25	for	for	ADP
iogr-1374	15	26	specific	specific	ADJ
iogr-1374	15	27	drilling	drilling	NOUN
iogr-1374	15	28	conditions	condition	NOUN
iogr-1374	15	29	.	.	PUNCT
iogr-1374	16	1	future	future	ADJ
iogr-1374	16	2	work	work	NOUN
iogr-1374	16	3	could	could	AUX
iogr-1374	16	4	explore	explore	VERB
iogr-1374	16	5	the	the	DET
iogr-1374	16	6	long	long	ADJ
iogr-1374	16	7	-	-	PUNCT
iogr-1374	16	8	term	term	NOUN
iogr-1374	16	9	stability	stability	NOUN
iogr-1374	16	10	of	of	ADP
iogr-1374	16	11	opp	opp	PROPN
iogr-1374	16	12	-	-	PUNCT
iogr-1374	16	13	modified	modify	VERB
iogr-1374	16	14	muds	mud	NOUN
iogr-1374	16	15	and	and	CCONJ
iogr-1374	16	16	their	their	PRON
iogr-1374	16	17	compatibility	compatibility	NOUN
iogr-1374	16	18	with	with	ADP
iogr-1374	16	19	other	other	ADJ
iogr-1374	16	20	drilling	drilling	NOUN
iogr-1374	16	21	fluid	fluid	ADJ
iogr-1374	16	22	components	component	NOUN
iogr-1374	16	23	,	,	PUNCT
iogr-1374	16	24	further	far	ADV
iogr-1374	16	25	solidifying	solidify	VERB
iogr-1374	16	26	the	the	DET
iogr-1374	16	27	practical	practical	ADJ
iogr-1374	16	28	application	application	NOUN
iogr-1374	16	29	of	of	ADP
iogr-1374	16	30	this	this	DET
iogr-1374	16	31	green	green	ADJ
iogr-1374	16	32	technology	technology	NOUN
iogr-1374	16	33	.	.	PUNCT
iogr-1374	17	1	introduction	introduction	NOUN
iogr-1374	17	2	drilling	drilling	NOUN
iogr-1374	17	3	fluids	fluid	NOUN
iogr-1374	17	4	are	be	AUX
iogr-1374	17	5	critical	critical	ADJ
iogr-1374	17	6	to	to	ADP
iogr-1374	17	7	petroleum	petroleum	NOUN
iogr-1374	17	8	drilling	drilling	NOUN
iogr-1374	17	9	,	,	PUNCT
iogr-1374	17	10	where	where	SCONJ
iogr-1374	17	11	they	they	PRON
iogr-1374	17	12	maintain	maintain	VERB
iogr-1374	17	13	wellbore	wellbore	NOUN
iogr-1374	17	14	pressure	pressure	NOUN
iogr-1374	17	15	,	,	PUNCT
iogr-1374	17	16	clean	clean	VERB
iogr-1374	17	17	the	the	DET
iogr-1374	17	18	well	well	ADJ
iogr-1374	17	19	hole	hole	NOUN
iogr-1374	17	20	by	by	ADP
iogr-1374	17	21	transport	transport	NOUN
iogr-1374	17	22	cuttings	cutting	NOUN
iogr-1374	17	23	up	up	ADP
iogr-1374	17	24	to	to	ADP
iogr-1374	17	25	surface	surface	NOUN
iogr-1374	17	26	,	,	PUNCT
iogr-1374	17	27	cool	cool	ADJ
iogr-1374	17	28	and	and	CCONJ
iogr-1374	17	29	mitigate	mitigate	VERB
iogr-1374	17	30	the	the	DET
iogr-1374	17	31	friction	friction	NOUN
iogr-1374	17	32	applied	apply	VERB
iogr-1374	17	33	on	on	ADP
iogr-1374	17	34	drill	drill	NOUN
iogr-1374	17	35	bit	bit	NOUN
iogr-1374	17	36	,	,	PUNCT
iogr-1374	17	37	and	and	CCONJ
iogr-1374	17	38	stabilize	stabilize	VERB
iogr-1374	17	39	the	the	DET
iogr-1374	17	40	formation	formation	NOUN
iogr-1374	17	41	(	(	PUNCT
iogr-1374	17	42	sehly	sehly	ADV
iogr-1374	17	43	et	et	PROPN
iogr-1374	17	44	al	al	PROPN
iogr-1374	17	45	.	.	PROPN
iogr-1374	17	46	2015	2015	NUM
iogr-1374	17	47	;	;	PUNCT
iogr-1374	17	48	baltoiu	baltoiu	PROPN
iogr-1374	17	49	et	et	PROPN
iogr-1374	17	50	al	al	PROPN
iogr-1374	17	51	.	.	PROPN
iogr-1374	17	52	2008	2008	NUM
iogr-1374	17	53	)	)	PUNCT
iogr-1374	17	54	.	.	PUNCT
iogr-1374	18	1	these	these	DET
iogr-1374	18	2	muds	mud	NOUN
iogr-1374	18	3	are	be	AUX
iogr-1374	18	4	typically	typically	ADV
iogr-1374	18	5	classified	classify	VERB
iogr-1374	18	6	into	into	ADP
iogr-1374	18	7	water	water	NOUN
iogr-1374	18	8	-	-	PUNCT
iogr-1374	18	9	based	base	VERB
iogr-1374	18	10	muds	muds	PROPN
iogr-1374	18	11	(	(	PUNCT
iogr-1374	18	12	wbms	wbms	PROPN
iogr-1374	18	13	)	)	PUNCT
iogr-1374	18	14	and	and	CCONJ
iogr-1374	18	15	oil	oil	NOUN
iogr-1374	18	16	-	-	PUNCT
iogr-1374	18	17	based	base	VERB
iogr-1374	18	18	muds	muds	PROPN
iogr-1374	18	19	(	(	PUNCT
iogr-1374	18	20	obms	obms	NOUN
iogr-1374	18	21	)	)	PUNCT
iogr-1374	18	22	.	.	PUNCT
iogr-1374	19	1	currently	currently	ADV
iogr-1374	19	2	,	,	PUNCT
iogr-1374	19	3	about	about	ADV
iogr-1374	19	4	80	80	NUM
iogr-1374	19	5	%	%	NOUN
iogr-1374	19	6	of	of	ADP
iogr-1374	19	7	drilled	drill	VERB
iogr-1374	19	8	wells	wells	PROPN
iogr-1374	19	9	use	use	VERB
iogr-1374	19	10	wbms	wbms	NOUN
iogr-1374	19	11	,	,	PUNCT
iogr-1374	19	12	whereas	whereas	SCONJ
iogr-1374	19	13	only	only	ADV
iogr-1374	19	14	15	15	NUM
iogr-1374	19	15	%	%	NOUN
iogr-1374	19	16	rely	rely	NOUN
iogr-1374	19	17	on	on	ADP
iogr-1374	19	18	obms	obms	NOUN
iogr-1374	19	19	composed	compose	VERB
iogr-1374	19	20	of	of	ADP
iogr-1374	19	21	mineral	mineral	NOUN
iogr-1374	19	22	oil	oil	NOUN
iogr-1374	19	23	or	or	CCONJ
iogr-1374	19	24	diesel	diesel	NOUN
iogr-1374	19	25	suspended	suspend	VERB
iogr-1374	19	26	with	with	ADP
iogr-1374	19	27	polymers	polymer	NOUN
iogr-1374	19	28	(	(	PUNCT
iogr-1374	19	29	caenn	caenn	PROPN
iogr-1374	19	30	et	et	PROPN
iogr-1374	19	31	al	al	PROPN
iogr-1374	19	32	.	.	PROPN
iogr-1374	19	33	2011	2011	NUM
iogr-1374	19	34	)	)	PUNCT
iogr-1374	19	35	.	.	PUNCT
iogr-1374	20	1	although	although	SCONJ
iogr-1374	20	2	obms	obms	NOUN
iogr-1374	20	3	excel	excel	VERB
iogr-1374	20	4	in	in	ADP
iogr-1374	20	5	lubricity	lubricity	NOUN
iogr-1374	20	6	,	,	PUNCT
iogr-1374	20	7	salt	salt	NOUN
iogr-1374	20	8	tolerance	tolerance	NOUN
iogr-1374	20	9	,	,	PUNCT
iogr-1374	20	10	thermal	thermal	ADJ
iogr-1374	20	11	stability	stability	NOUN
iogr-1374	20	12	,	,	PUNCT
iogr-1374	20	13	and	and	CCONJ
iogr-1374	20	14	shale	shale	NOUN
iogr-1374	20	15	inhibition	inhibition	NOUN
iogr-1374	20	16	(	(	PUNCT
iogr-1374	20	17	fornasier	fornasier	NOUN
iogr-1374	20	18	et	et	PROPN
iogr-1374	20	19	al	al	PROPN
iogr-1374	20	20	.	.	PROPN
iogr-1374	20	21	2017	2017	NUM
iogr-1374	20	22	)	)	PUNCT
iogr-1374	20	23	,	,	PUNCT
iogr-1374	20	24	their	their	PRON
iogr-1374	20	25	environmental	environmental	ADJ
iogr-1374	20	26	and	and	CCONJ
iogr-1374	20	27	health	health	NOUN
iogr-1374	20	28	hazards	hazard	NOUN
iogr-1374	20	29	(	(	PUNCT
iogr-1374	20	30	almudhhi	almudhhi	NOUN
iogr-1374	20	31	2016	2016	NUM
iogr-1374	20	32	;	;	PUNCT
iogr-1374	20	33	okoro	okoro	NUM
iogr-1374	20	34	et	et	PROPN
iogr-1374	20	35	al	al	PROPN
iogr-1374	20	36	.	.	PROPN
iogr-1374	20	37	2022	2022	NUM
iogr-1374	20	38	;	;	PUNCT
iogr-1374	20	39	pilgun	pilgun	NOUN
iogr-1374	20	40	and	and	CCONJ
iogr-1374	20	41	aramelev	aramelev	ADJ
iogr-1374	20	42	2013	2013	NUM
iogr-1374	20	43	;	;	PUNCT
iogr-1374	20	44	fornasier	fornasier	PROPN
iogr-1374	20	45	et	et	PROPN
iogr-1374	20	46	al	al	PROPN
iogr-1374	20	47	.	.	PROPN
iogr-1374	20	48	2017	2017	NUM
iogr-1374	20	49	)	)	PUNCT
iogr-1374	20	50	have	have	AUX
iogr-1374	20	51	prompted	prompt	VERB
iogr-1374	20	52	strict	strict	ADJ
iogr-1374	20	53	regulatory	regulatory	ADJ
iogr-1374	20	54	limitations	limitation	NOUN
iogr-1374	20	55	,	,	PUNCT
iogr-1374	20	56	motivating	motivate	VERB
iogr-1374	20	57	the	the	DET
iogr-1374	20	58	industry	industry	NOUN
iogr-1374	20	59	to	to	PART
iogr-1374	20	60	seek	seek	VERB
iogr-1374	20	61	greener	green	ADJ
iogr-1374	20	62	alternatives	alternative	NOUN
iogr-1374	20	63	.	.	PUNCT
iogr-1374	21	1	mailto:lnhnam@hcmut.edu.vn	mailto:lnhnam@hcmut.edu.vn	NOUN
iogr-1374	21	2	improved	improved	ADJ
iogr-1374	21	3	oil	oil	NOUN
iogr-1374	21	4	and	and	CCONJ
iogr-1374	21	5	gas	gas	NOUN
iogr-1374	21	6	recovery	recovery	NOUN
iogr-1374	21	7	2	2	NUM
iogr-1374	21	8	wbms	wbms	NOUN
iogr-1374	21	9	are	be	AUX
iogr-1374	21	10	considered	consider	VERB
iogr-1374	21	11	cost	cost	NOUN
iogr-1374	21	12	-	-	PUNCT
iogr-1374	21	13	effective	effective	ADJ
iogr-1374	21	14	and	and	CCONJ
iogr-1374	21	15	more	more	ADV
iogr-1374	21	16	environmentally	environmentally	ADV
iogr-1374	21	17	benign	benign	ADJ
iogr-1374	21	18	.	.	PUNCT
iogr-1374	22	1	however	however	ADV
iogr-1374	22	2	,	,	PUNCT
iogr-1374	22	3	they	they	PRON
iogr-1374	22	4	often	often	ADV
iogr-1374	22	5	struggle	struggle	VERB
iogr-1374	22	6	in	in	ADP
iogr-1374	22	7	hightemperature	hightemperature	NOUN
iogr-1374	22	8	or	or	CCONJ
iogr-1374	22	9	reactive	reactive	ADJ
iogr-1374	22	10	shale	shale	NOUN
iogr-1374	22	11	environments	environment	NOUN
iogr-1374	22	12	and	and	CCONJ
iogr-1374	22	13	can	can	AUX
iogr-1374	22	14	lack	lack	VERB
iogr-1374	22	15	sufficient	sufficient	ADJ
iogr-1374	22	16	cuttings	cutting	NOUN
iogr-1374	22	17	suspension	suspension	NOUN
iogr-1374	22	18	(	(	PUNCT
iogr-1374	22	19	aftab	aftab	PROPN
iogr-1374	22	20	et	et	PROPN
iogr-1374	22	21	al	al	PROPN
iogr-1374	22	22	.	.	PROPN
iogr-1374	22	23	2017	2017	NUM
iogr-1374	22	24	)	)	PUNCT
iogr-1374	22	25	.	.	PUNCT
iogr-1374	23	1	conventional	conventional	ADJ
iogr-1374	23	2	chemical	chemical	NOUN
iogr-1374	23	3	additives	additive	NOUN
iogr-1374	23	4	—	—	PUNCT
iogr-1374	23	5	such	such	ADJ
iogr-1374	23	6	as	as	ADP
iogr-1374	23	7	polyamines	polyamine	NOUN
iogr-1374	23	8	,	,	PUNCT
iogr-1374	23	9	chromium	chromium	NOUN
iogr-1374	23	10	compounds	compound	NOUN
iogr-1374	23	11	,	,	PUNCT
iogr-1374	23	12	potassium	potassium	NOUN
iogr-1374	23	13	-	-	PUNCT
iogr-1374	23	14	based	base	VERB
iogr-1374	23	15	salts	salt	NOUN
iogr-1374	23	16	,	,	PUNCT
iogr-1374	23	17	and	and	CCONJ
iogr-1374	23	18	other	other	ADJ
iogr-1374	23	19	fluid	fluid	ADJ
iogr-1374	23	20	-	-	PUNCT
iogr-1374	23	21	loss	loss	NOUN
iogr-1374	23	22	agents	agent	NOUN
iogr-1374	23	23	are	be	AUX
iogr-1374	23	24	typically	typically	ADV
iogr-1374	23	25	expensive	expensive	ADJ
iogr-1374	23	26	and	and	CCONJ
iogr-1374	23	27	pose	pose	VERB
iogr-1374	23	28	environmental	environmental	ADJ
iogr-1374	23	29	risks	risk	NOUN
iogr-1374	23	30	if	if	SCONJ
iogr-1374	23	31	not	not	PART
iogr-1374	23	32	managed	manage	VERB
iogr-1374	23	33	properly	properly	ADV
iogr-1374	23	34	(	(	PUNCT
iogr-1374	23	35	nguyen	nguyen	NOUN
iogr-1374	23	36	et	et	PROPN
iogr-1374	23	37	al	al	PROPN
iogr-1374	23	38	.	.	PROPN
iogr-1374	23	39	2023	2023	NUM
iogr-1374	23	40	)	)	PUNCT
iogr-1374	23	41	.	.	PUNCT
iogr-1374	24	1	consequently	consequently	ADV
iogr-1374	24	2	,	,	PUNCT
iogr-1374	24	3	there	there	PRON
iogr-1374	24	4	is	be	VERB
iogr-1374	24	5	a	a	DET
iogr-1374	24	6	growing	grow	VERB
iogr-1374	24	7	focus	focus	NOUN
iogr-1374	24	8	on	on	ADP
iogr-1374	24	9	replacing	replace	VERB
iogr-1374	24	10	these	these	DET
iogr-1374	24	11	additives	additive	NOUN
iogr-1374	24	12	with	with	ADP
iogr-1374	24	13	sustainable	sustainable	ADJ
iogr-1374	24	14	bioproducts	bioproduct	NOUN
iogr-1374	24	15	or	or	CCONJ
iogr-1374	24	16	wastebased	wastebase	VERB
iogr-1374	24	17	materials	material	NOUN
iogr-1374	24	18	to	to	PART
iogr-1374	24	19	minimize	minimize	VERB
iogr-1374	24	20	ecological	ecological	ADJ
iogr-1374	24	21	impact	impact	NOUN
iogr-1374	24	22	(	(	PUNCT
iogr-1374	24	23	shafiq	shafiq	PROPN
iogr-1374	24	24	et	et	PROPN
iogr-1374	24	25	al	al	PROPN
iogr-1374	24	26	.	.	PROPN
iogr-1374	24	27	2024	2024	NUM
iogr-1374	24	28	)	)	PUNCT
iogr-1374	24	29	.	.	PUNCT
iogr-1374	25	1	table	table	NOUN
iogr-1374	25	2	 	 	SPACE
iogr-1374	25	3	1	1	NUM
iogr-1374	25	4	summarizes	summarize	NOUN
iogr-1374	25	5	recent	recent	ADJ
iogr-1374	25	6	research	research	NOUN
iogr-1374	25	7	on	on	ADP
iogr-1374	25	8	natural	natural	ADJ
iogr-1374	25	9	additives	additive	NOUN
iogr-1374	25	10	for	for	ADP
iogr-1374	25	11	drilling	drilling	NOUN
iogr-1374	25	12	fluids	fluid	NOUN
iogr-1374	25	13	,	,	PUNCT
iogr-1374	25	14	including	include	VERB
iogr-1374	25	15	okra	okra	NOUN
iogr-1374	25	16	mucilage	mucilage	NOUN
iogr-1374	25	17	,	,	PUNCT
iogr-1374	25	18	banana	banana	NOUN
iogr-1374	25	19	peel	peel	NOUN
iogr-1374	25	20	,	,	PUNCT
iogr-1374	25	21	and	and	CCONJ
iogr-1374	25	22	potato	potato	NOUN
iogr-1374	25	23	peel	peel	NOUN
iogr-1374	25	24	.	.	PUNCT
iogr-1374	26	1	these	these	DET
iogr-1374	26	2	studies	study	NOUN
iogr-1374	26	3	highlight	highlight	VERB
iogr-1374	26	4	improvements	improvement	NOUN
iogr-1374	26	5	in	in	ADP
iogr-1374	26	6	rheological	rheological	ADJ
iogr-1374	26	7	measurement	measurement	NOUN
iogr-1374	26	8	parameters	parameter	NOUN
iogr-1374	26	9	,	,	PUNCT
iogr-1374	26	10	to	to	ADP
iogr-1374	26	11	some	some	DET
iogr-1374	26	12	extent	extent	NOUN
iogr-1374	26	13	,	,	PUNCT
iogr-1374	26	14	in	in	ADP
iogr-1374	26	15	filtration	filtration	NOUN
iogr-1374	26	16	and	and	CCONJ
iogr-1374	26	17	friction	friction	NOUN
iogr-1374	26	18	reduction	reduction	NOUN
iogr-1374	26	19	.	.	PUNCT
iogr-1374	27	1	among	among	ADP
iogr-1374	27	2	these	these	DET
iogr-1374	27	3	additives	additive	NOUN
iogr-1374	27	4	,	,	PUNCT
iogr-1374	27	5	orange	orange	ADJ
iogr-1374	27	6	peel	peel	NOUN
iogr-1374	27	7	powder	powder	NOUN
iogr-1374	27	8	has	have	AUX
iogr-1374	27	9	shown	show	VERB
iogr-1374	27	10	promise	promise	NOUN
iogr-1374	27	11	in	in	ADP
iogr-1374	27	12	enhancing	enhance	VERB
iogr-1374	27	13	rheological	rheological	ADJ
iogr-1374	27	14	properties	property	NOUN
iogr-1374	27	15	and	and	CCONJ
iogr-1374	27	16	reducing	reduce	VERB
iogr-1374	27	17	fluid	fluid	ADJ
iogr-1374	27	18	loss	loss	NOUN
iogr-1374	27	19	.	.	PUNCT
iogr-1374	28	1	with	with	ADP
iogr-1374	28	2	global	global	ADJ
iogr-1374	28	3	orange	orange	PROPN
iogr-1374	28	4	production	production	NOUN
iogr-1374	28	5	exceeding	exceed	VERB
iogr-1374	28	6	60	60	NUM
iogr-1374	28	7	 	 	SPACE
iogr-1374	28	8	million	million	NUM
iogr-1374	28	9	 	 	SPACE
iogr-1374	28	10	tons	ton	NOUN
iogr-1374	28	11	annually	annually	ADV
iogr-1374	28	12	—	—	PUNCT
iogr-1374	28	13	and	and	CCONJ
iogr-1374	28	14	approximately	approximately	ADV
iogr-1374	28	15	32	32	NUM
iogr-1374	28	16	 	 	SPACE
iogr-1374	28	17	million	million	NUM
iogr-1374	28	18	 	 	SPACE
iogr-1374	28	19	tons	ton	NOUN
iogr-1374	28	20	of	of	ADP
iogr-1374	28	21	peel	peel	NOUN
iogr-1374	28	22	waste	waste	NOUN
iogr-1374	28	23	generated	generate	VERB
iogr-1374	28	24	—	—	PUNCT
iogr-1374	28	25	orange	orange	PROPN
iogr-1374	28	26	peel	peel	PROPN
iogr-1374	28	27	presents	present	VERB
iogr-1374	28	28	a	a	DET
iogr-1374	28	29	plentiful	plentiful	ADJ
iogr-1374	28	30	,	,	PUNCT
iogr-1374	28	31	low	low	ADJ
iogr-1374	28	32	-	-	PUNCT
iogr-1374	28	33	cost	cost	NOUN
iogr-1374	28	34	resource	resource	NOUN
iogr-1374	28	35	.	.	PUNCT
iogr-1374	29	1	nevertheless	nevertheless	ADV
iogr-1374	29	2	,	,	PUNCT
iogr-1374	29	3	previous	previous	ADJ
iogr-1374	29	4	investigations	investigation	NOUN
iogr-1374	29	5	have	have	AUX
iogr-1374	29	6	not	not	PART
iogr-1374	29	7	thoroughly	thoroughly	ADV
iogr-1374	29	8	examined	examine	VERB
iogr-1374	29	9	how	how	SCONJ
iogr-1374	29	10	op	op	NOUN
iogr-1374	29	11	particle	particle	NOUN
iogr-1374	29	12	size	size	NOUN
iogr-1374	29	13	and	and	CCONJ
iogr-1374	29	14	varying	vary	VERB
iogr-1374	29	15	temperatures	temperature	NOUN
iogr-1374	29	16	influence	influence	VERB
iogr-1374	29	17	drilling	drill	VERB
iogr-1374	29	18	fluid	fluid	ADJ
iogr-1374	29	19	properties	property	NOUN
iogr-1374	29	20	.	.	PUNCT
iogr-1374	30	1	temperature	temperature	NOUN
iogr-1374	30	2	stability	stability	NOUN
iogr-1374	30	3	is	be	AUX
iogr-1374	30	4	critical	critical	ADJ
iogr-1374	30	5	for	for	ADP
iogr-1374	30	6	hightemperature	hightemperature	NOUN
iogr-1374	30	7	drilling	drilling	NOUN
iogr-1374	30	8	,	,	PUNCT
iogr-1374	30	9	where	where	SCONJ
iogr-1374	30	10	polymer	polymer	NOUN
iogr-1374	30	11	degradation	degradation	NOUN
iogr-1374	30	12	can	can	AUX
iogr-1374	30	13	compromise	compromise	VERB
iogr-1374	30	14	fluid	fluid	ADJ
iogr-1374	30	15	performance	performance	NOUN
iogr-1374	30	16	(	(	PUNCT
iogr-1374	30	17	ali	ali	PROPN
iogr-1374	30	18	et	et	PROPN
iogr-1374	30	19	al	al	PROPN
iogr-1374	30	20	.	.	PROPN
iogr-1374	30	21	2022	2022	NUM
iogr-1374	30	22	)	)	PUNCT
iogr-1374	30	23	.	.	PUNCT
iogr-1374	31	1	this	this	DET
iogr-1374	31	2	gap	gap	NOUN
iogr-1374	31	3	is	be	AUX
iogr-1374	31	4	especially	especially	ADV
iogr-1374	31	5	pertinent	pertinent	ADJ
iogr-1374	31	6	for	for	ADP
iogr-1374	31	7	bentonite	bentonite	NOUN
iogr-1374	31	8	-	-	PUNCT
iogr-1374	31	9	based	base	VERB
iogr-1374	31	10	systems	system	NOUN
iogr-1374	31	11	,	,	PUNCT
iogr-1374	31	12	where	where	SCONJ
iogr-1374	31	13	the	the	DET
iogr-1374	31	14	interaction	interaction	NOUN
iogr-1374	31	15	of	of	ADP
iogr-1374	31	16	op	op	NOUN
iogr-1374	31	17	and	and	CCONJ
iogr-1374	31	18	temperature	temperature	NOUN
iogr-1374	31	19	on	on	ADP
iogr-1374	31	20	rheological	rheological	ADJ
iogr-1374	31	21	behavior	behavior	NOUN
iogr-1374	31	22	remains	remain	VERB
iogr-1374	31	23	underexplored	underexplored	ADJ
iogr-1374	31	24	.	.	PUNCT
iogr-1374	32	1	as	as	SCONJ
iogr-1374	32	2	drilling	drilling	NOUN
iogr-1374	32	3	extends	extend	VERB
iogr-1374	32	4	into	into	ADP
iogr-1374	32	5	deeper	deep	ADJ
iogr-1374	32	6	,	,	PUNCT
iogr-1374	32	7	hotter	hot	ADJ
iogr-1374	32	8	formations	formation	NOUN
iogr-1374	32	9	,	,	PUNCT
iogr-1374	32	10	understanding	understand	VERB
iogr-1374	32	11	op	op	NOUN
iogr-1374	32	12	’s	’s	PART
iogr-1374	32	13	performance	performance	NOUN
iogr-1374	32	14	under	under	ADP
iogr-1374	32	15	such	such	ADJ
iogr-1374	32	16	conditions	condition	NOUN
iogr-1374	32	17	becomes	become	VERB
iogr-1374	32	18	essential	essential	ADJ
iogr-1374	32	19	for	for	ADP
iogr-1374	32	20	maintaining	maintain	VERB
iogr-1374	32	21	fluid	fluid	ADJ
iogr-1374	32	22	stability	stability	NOUN
iogr-1374	32	23	and	and	CCONJ
iogr-1374	32	24	efficiency	efficiency	NOUN
iogr-1374	32	25	.	.	PUNCT
iogr-1374	33	1	table	table	NOUN
iogr-1374	33	2	1	1	NUM
iogr-1374	33	3	—	—	PUNCT
iogr-1374	33	4	current	current	ADJ
iogr-1374	33	5	studies	study	NOUN
iogr-1374	33	6	on	on	ADP
iogr-1374	33	7	natural	natural	ADJ
iogr-1374	33	8	additives	additive	NOUN
iogr-1374	33	9	for	for	ADP
iogr-1374	33	10	drilling	drill	VERB
iogr-1374	33	11	fluid	fluid	NOUN
iogr-1374	33	12	.	.	PUNCT
iogr-1374	34	1	additives	additive	NOUN
iogr-1374	34	2	findings	finding	NOUN
iogr-1374	34	3	limitations	limitation	NOUN
iogr-1374	34	4	okra	okra	NOUN
iogr-1374	34	5	mucilage	mucilage	NOUN
iogr-1374	34	6	powder	powder	NOUN
iogr-1374	34	7	(	(	PUNCT
iogr-1374	34	8	murtaza	murtaza	PROPN
iogr-1374	34	9	et	et	PROPN
iogr-1374	34	10	al	al	PROPN
iogr-1374	34	11	.	.	PROPN
iogr-1374	34	12	2021	2021	NUM
iogr-1374	34	13	and	and	CCONJ
iogr-1374	34	14	2022	2022	NUM
iogr-1374	34	15	)	)	PUNCT
iogr-1374	34	16	acts	act	VERB
iogr-1374	34	17	as	as	ADP
iogr-1374	34	18	a	a	DET
iogr-1374	34	19	shale	shale	NOUN
iogr-1374	34	20	swelling	swell	VERB
iogr-1374	34	21	inhibitor	inhibitor	NOUN
iogr-1374	34	22	.	.	PUNCT
iogr-1374	35	1	reduces	reduce	VERB
iogr-1374	35	2	bentonite	bentonite	NOUN
iogr-1374	35	3	swelling	swelling	NOUN
iogr-1374	35	4	.	.	PUNCT
iogr-1374	36	1	improves	improve	VERB
iogr-1374	36	2	viscosities	viscosity	NOUN
iogr-1374	36	3	.	.	PUNCT
iogr-1374	37	1	partially	partially	ADV
iogr-1374	37	2	reduces	reduce	VERB
iogr-1374	37	3	filtration	filtration	NOUN
iogr-1374	37	4	loss	loss	NOUN
iogr-1374	37	5	.	.	PUNCT
iogr-1374	38	1	no	no	DET
iogr-1374	38	2	mention	mention	NOUN
iogr-1374	38	3	of	of	ADP
iogr-1374	38	4	particle	particle	NOUN
iogr-1374	38	5	size	size	NOUN
iogr-1374	38	6	or	or	CCONJ
iogr-1374	38	7	temperature	temperature	NOUN
iogr-1374	38	8	effects	effect	NOUN
iogr-1374	38	9	on	on	ADP
iogr-1374	38	10	mud	mud	NOUN
iogr-1374	38	11	properties	property	NOUN
iogr-1374	38	12	.	.	PUNCT
iogr-1374	39	1	banana	banana	NOUN
iogr-1374	39	2	peel	peel	NOUN
iogr-1374	39	3	powder	powder	NOUN
iogr-1374	39	4	(	(	PUNCT
iogr-1374	39	5	al	al	PROPN
iogr-1374	39	6	-	-	PUNCT
iogr-1374	39	7	saba	saba	PROPN
iogr-1374	39	8	et	et	PROPN
iogr-1374	39	9	al	al	PROPN
iogr-1374	39	10	.	.	PROPN
iogr-1374	39	11	2018	2018	NUM
iogr-1374	39	12	)	)	PUNCT
iogr-1374	39	13	improves	improve	VERB
iogr-1374	39	14	rheological	rheological	ADJ
iogr-1374	39	15	properties	property	NOUN
iogr-1374	39	16	(	(	PUNCT
iogr-1374	39	17	pv	pv	NOUN
iogr-1374	39	18	and	and	CCONJ
iogr-1374	39	19	yp	yp	NOUN
iogr-1374	39	20	)	)	PUNCT
iogr-1374	39	21	.	.	PUNCT
iogr-1374	40	1	partially	partially	ADV
iogr-1374	40	2	reduces	reduce	VERB
iogr-1374	40	3	filtration	filtration	NOUN
iogr-1374	40	4	.	.	PUNCT
iogr-1374	41	1	potato	potato	NOUN
iogr-1374	41	2	peel	peel	NOUN
iogr-1374	41	3	powder	powder	NOUN
iogr-1374	41	4	(	(	PUNCT
iogr-1374	41	5	al	al	PROPN
iogr-1374	41	6	-	-	PUNCT
iogr-1374	41	7	hameedi	hameedi	PROPN
iogr-1374	41	8	et	et	PROPN
iogr-1374	41	9	al	al	PROPN
iogr-1374	41	10	.	.	PROPN
iogr-1374	41	11	2019	2019	NUM
iogr-1374	41	12	)	)	PUNCT
iogr-1374	41	13	increases	increase	NOUN
iogr-1374	41	14	pv	pv	VERB
iogr-1374	41	15	while	while	SCONJ
iogr-1374	41	16	reducing	reduce	VERB
iogr-1374	41	17	yp	yp	PROPN
iogr-1374	41	18	.	.	PUNCT
iogr-1374	41	19	reduces	reduce	VERB
iogr-1374	41	20	filtration	filtration	NOUN
iogr-1374	41	21	loss	loss	NOUN
iogr-1374	41	22	.	.	PUNCT
iogr-1374	42	1	citrus	citrus	NOUN
iogr-1374	42	2	peel	peel	NOUN
iogr-1374	42	3	powder	powder	NOUN
iogr-1374	42	4	(	(	PUNCT
iogr-1374	42	5	michael	michael	PROPN
iogr-1374	42	6	-	-	PUNCT
iogr-1374	42	7	igolima	igolima	PROPN
iogr-1374	42	8	et	et	PROPN
iogr-1374	42	9	al	al	PROPN
iogr-1374	42	10	.	.	PROPN
iogr-1374	42	11	2023	2023	NUM
iogr-1374	42	12	;	;	PUNCT
iogr-1374	42	13	le	le	X
iogr-1374	42	14	et	et	PROPN
iogr-1374	42	15	al	al	PROPN
iogr-1374	42	16	.	.	PROPN
iogr-1374	42	17	2023	2023	NUM
iogr-1374	42	18	;	;	PUNCT
iogr-1374	42	19	boruah	boruah	NOUN
iogr-1374	42	20	et	et	PROPN
iogr-1374	42	21	al	al	PROPN
iogr-1374	42	22	.	.	PROPN
iogr-1374	42	23	2023	2023	NUM
iogr-1374	42	24	;	;	PUNCT
iogr-1374	42	25	idress	idress	PROPN
iogr-1374	42	26	and	and	CCONJ
iogr-1374	42	27	hasan	hasan	PROPN
iogr-1374	42	28	2020	2020	NUM
iogr-1374	42	29	;	;	PUNCT
iogr-1374	42	30	dinh	dinh	X
iogr-1374	42	31	et	et	PROPN
iogr-1374	42	32	al	al	PROPN
iogr-1374	42	33	.	.	PROPN
iogr-1374	42	34	2024	2024	NUM
iogr-1374	42	35	)	)	PUNCT
iogr-1374	42	36	improves	improve	VERB
iogr-1374	42	37	rheological	rheological	ADJ
iogr-1374	42	38	properties	property	NOUN
iogr-1374	42	39	.	.	PUNCT
iogr-1374	43	1	reduces	reduce	VERB
iogr-1374	43	2	fluid	fluid	ADJ
iogr-1374	43	3	loss	loss	NOUN
iogr-1374	43	4	.	.	PUNCT
iogr-1374	44	1	this	this	DET
iogr-1374	44	2	work	work	NOUN
iogr-1374	44	3	explores	explore	VERB
iogr-1374	44	4	the	the	DET
iogr-1374	44	5	feasibility	feasibility	NOUN
iogr-1374	44	6	of	of	ADP
iogr-1374	44	7	utilizing	utilize	VERB
iogr-1374	44	8	orange	orange	NOUN
iogr-1374	44	9	peel	peel	NOUN
iogr-1374	44	10	as	as	ADP
iogr-1374	44	11	a	a	DET
iogr-1374	44	12	sustainable	sustainable	ADJ
iogr-1374	44	13	additive	additive	NOUN
iogr-1374	44	14	in	in	ADP
iogr-1374	44	15	water	water	NOUN
iogr-1374	44	16	-	-	PUNCT
iogr-1374	44	17	based	base	VERB
iogr-1374	44	18	mud	mud	NOUN
iogr-1374	44	19	.	.	PUNCT
iogr-1374	45	1	it	it	PRON
iogr-1374	45	2	details	detail	VERB
iogr-1374	45	3	the	the	DET
iogr-1374	45	4	preparation	preparation	NOUN
iogr-1374	45	5	process	process	NOUN
iogr-1374	45	6	of	of	ADP
iogr-1374	45	7	orange	orange	ADJ
iogr-1374	45	8	peel	peel	NOUN
iogr-1374	45	9	powder	powder	NOUN
iogr-1374	45	10	(	(	PUNCT
iogr-1374	45	11	opp	opp	PROPN
iogr-1374	45	12	)	)	PUNCT
iogr-1374	45	13	and	and	CCONJ
iogr-1374	45	14	systematically	systematically	ADV
iogr-1374	45	15	evaluates	evaluate	VERB
iogr-1374	45	16	its	its	PRON
iogr-1374	45	17	effects	effect	NOUN
iogr-1374	45	18	on	on	ADP
iogr-1374	45	19	drilling	drill	VERB
iogr-1374	45	20	fluid	fluid	ADJ
iogr-1374	45	21	performance	performance	NOUN
iogr-1374	45	22	.	.	PUNCT
iogr-1374	46	1	specifically	specifically	ADV
iogr-1374	46	2	,	,	PUNCT
iogr-1374	46	3	the	the	DET
iogr-1374	46	4	research	research	NOUN
iogr-1374	46	5	investigates	investigate	VERB
iogr-1374	46	6	the	the	DET
iogr-1374	46	7	effect	effect	NOUN
iogr-1374	46	8	of	of	ADP
iogr-1374	46	9	op	op	NOUN
iogr-1374	46	10	concentration	concentration	NOUN
iogr-1374	46	11	,	,	PUNCT
iogr-1374	46	12	particle	particle	NOUN
iogr-1374	46	13	size	size	NOUN
iogr-1374	46	14	,	,	PUNCT
iogr-1374	46	15	and	and	CCONJ
iogr-1374	46	16	temperature	temperature	NOUN
iogr-1374	46	17	on	on	ADP
iogr-1374	46	18	rheological	rheological	ADJ
iogr-1374	46	19	and	and	CCONJ
iogr-1374	46	20	filtration	filtration	NOUN
iogr-1374	46	21	properties	property	NOUN
iogr-1374	46	22	.	.	PUNCT
iogr-1374	47	1	materials	material	NOUN
iogr-1374	47	2	and	and	CCONJ
iogr-1374	47	3	method	method	NOUN
iogr-1374	47	4	materials	material	NOUN
iogr-1374	47	5	.	.	PUNCT
iogr-1374	48	1	figure	figure	NOUN
iogr-1374	48	2	1	1	NUM
iogr-1374	48	3	illustrates	illustrate	VERB
iogr-1374	48	4	the	the	DET
iogr-1374	48	5	step	step	NOUN
iogr-1374	48	6	-	-	PUNCT
iogr-1374	48	7	by	by	ADP
iogr-1374	48	8	-	-	PUNCT
iogr-1374	48	9	step	step	NOUN
iogr-1374	48	10	preparation	preparation	NOUN
iogr-1374	48	11	of	of	ADP
iogr-1374	48	12	orange	orange	PROPN
iogr-1374	48	13	peel	peel	NOUN
iogr-1374	48	14	powder	powder	NOUN
iogr-1374	48	15	(	(	PUNCT
iogr-1374	48	16	opp	opp	PROPN
iogr-1374	48	17	)	)	PUNCT
iogr-1374	48	18	and	and	CCONJ
iogr-1374	48	19	the	the	DET
iogr-1374	48	20	subsequent	subsequent	ADJ
iogr-1374	48	21	particle	particle	NOUN
iogr-1374	48	22	size	size	NOUN
iogr-1374	48	23	classification	classification	NOUN
iogr-1374	48	24	process	process	NOUN
iogr-1374	48	25	.	.	PUNCT
iogr-1374	49	1	raw	raw	ADJ
iogr-1374	49	2	orange	orange	PROPN
iogr-1374	49	3	peels	peel	NOUN
iogr-1374	49	4	were	be	AUX
iogr-1374	49	5	collected	collect	VERB
iogr-1374	49	6	locally	locally	ADV
iogr-1374	49	7	and	and	CCONJ
iogr-1374	49	8	thoroughly	thoroughly	ADV
iogr-1374	49	9	washed	wash	VERB
iogr-1374	49	10	with	with	ADP
iogr-1374	49	11	distilled	distil	VERB
iogr-1374	49	12	water	water	NOUN
iogr-1374	49	13	to	to	PART
iogr-1374	49	14	remove	remove	VERB
iogr-1374	49	15	surface	surface	NOUN
iogr-1374	49	16	contaminants	contaminant	NOUN
iogr-1374	49	17	.	.	PUNCT
iogr-1374	50	1	the	the	DET
iogr-1374	50	2	washed	washed	NOUN
iogr-1374	50	3	peels	peel	NOUN
iogr-1374	50	4	were	be	AUX
iogr-1374	50	5	dehydrated	dehydrate	VERB
iogr-1374	50	6	at	at	ADP
iogr-1374	50	7	80	80	NUM
iogr-1374	50	8	°	°	NUM
iogr-1374	50	9	c	c	NOUN
iogr-1374	50	10	for	for	ADP
iogr-1374	50	11	48	48	NUM
iogr-1374	50	12	hours	hour	NOUN
iogr-1374	50	13	to	to	PART
iogr-1374	50	14	ensure	ensure	VERB
iogr-1374	50	15	complete	complete	ADJ
iogr-1374	50	16	moisture	moisture	NOUN
iogr-1374	50	17	removal	removal	NOUN
iogr-1374	50	18	.	.	PUNCT
iogr-1374	51	1	after	after	ADP
iogr-1374	51	2	drying	dry	VERB
iogr-1374	51	3	,	,	PUNCT
iogr-1374	51	4	they	they	PRON
iogr-1374	51	5	were	be	AUX
iogr-1374	51	6	pulverized	pulverize	VERB
iogr-1374	51	7	using	use	VERB
iogr-1374	51	8	a	a	DET
iogr-1374	51	9	high	high	ADJ
iogr-1374	51	10	-	-	PUNCT
iogr-1374	51	11	speed	speed	NOUN
iogr-1374	51	12	grinder	grinder	NOUN
iogr-1374	51	13	.	.	PUNCT
iogr-1374	52	1	the	the	DET
iogr-1374	52	2	resulting	result	VERB
iogr-1374	52	3	material	material	NOUN
iogr-1374	52	4	was	be	AUX
iogr-1374	52	5	sieved	sieve	VERB
iogr-1374	52	6	to	to	PART
iogr-1374	52	7	classify	classify	VERB
iogr-1374	52	8	the	the	DET
iogr-1374	52	9	opp	opp	PROPN
iogr-1374	52	10	into	into	ADP
iogr-1374	52	11	three	three	NUM
iogr-1374	52	12	distinct	distinct	ADJ
iogr-1374	52	13	particle	particle	NOUN
iogr-1374	52	14	size	size	NOUN
iogr-1374	52	15	ranges	range	VERB
iogr-1374	52	16	:	:	PUNCT
iogr-1374	52	17	100	100	NUM
iogr-1374	52	18	-	-	SYM
iogr-1374	52	19	150	150	NUM
iogr-1374	52	20	µm	µm	NOUN
iogr-1374	52	21	,	,	PUNCT
iogr-1374	52	22	45	45	NUM
iogr-1374	52	23	-	-	SYM
iogr-1374	52	24	100	100	NUM
iogr-1374	52	25	µm	µm	NOUN
iogr-1374	52	26	,	,	PUNCT
iogr-1374	52	27	and	and	CCONJ
iogr-1374	52	28	particles	particle	NOUN
iogr-1374	52	29	smaller	small	ADJ
iogr-1374	52	30	than	than	ADP
iogr-1374	52	31	45	45	NUM
iogr-1374	52	32	µm	µm	NOUN
iogr-1374	52	33	.	.	PUNCT
iogr-1374	53	1	these	these	DET
iogr-1374	53	2	classified	classify	VERB
iogr-1374	53	3	opp	opp	PROPN
iogr-1374	53	4	particles	particle	NOUN
iogr-1374	53	5	were	be	AUX
iogr-1374	53	6	then	then	ADV
iogr-1374	53	7	used	use	VERB
iogr-1374	53	8	in	in	ADP
iogr-1374	53	9	further	further	ADJ
iogr-1374	53	10	testing	testing	NOUN
iogr-1374	53	11	to	to	PART
iogr-1374	53	12	assess	assess	VERB
iogr-1374	53	13	their	their	PRON
iogr-1374	53	14	effects	effect	NOUN
iogr-1374	53	15	on	on	ADP
iogr-1374	53	16	drilling	drill	VERB
iogr-1374	53	17	fluid	fluid	ADJ
iogr-1374	53	18	performance	performance	NOUN
iogr-1374	53	19	.	.	PUNCT
iogr-1374	54	1	improved	improve	VERB
iogr-1374	54	2	oil	oil	NOUN
iogr-1374	54	3	and	and	CCONJ
iogr-1374	54	4	gas	gas	NOUN
iogr-1374	54	5	recovery	recovery	NOUN
iogr-1374	54	6	3	3	NUM
iogr-1374	54	7	figure	figure	NOUN
iogr-1374	54	8	1	1	NUM
iogr-1374	54	9	—	—	PUNCT
iogr-1374	54	10	preparation	preparation	NOUN
iogr-1374	54	11	process	process	NOUN
iogr-1374	54	12	and	and	CCONJ
iogr-1374	54	13	particle	particle	NOUN
iogr-1374	54	14	size	size	NOUN
iogr-1374	54	15	classification	classification	NOUN
iogr-1374	54	16	of	of	ADP
iogr-1374	54	17	orange	orange	PROPN
iogr-1374	54	18	waste	waste	PROPN
iogr-1374	54	19	peel	peel	NOUN
iogr-1374	54	20	(	(	PUNCT
iogr-1374	54	21	opp	opp	INTJ
iogr-1374	54	22	)	)	PUNCT
iogr-1374	54	23	powder	powder	NOUN
iogr-1374	54	24	.	.	PUNCT
iogr-1374	55	1	drilling	drill	VERB
iogr-1374	55	2	mud	mud	NOUN
iogr-1374	55	3	preparation	preparation	NOUN
iogr-1374	55	4	.	.	PUNCT
iogr-1374	56	1	12	12	NUM
iogr-1374	56	2	drilling	drilling	NOUN
iogr-1374	56	3	fluid	fluid	NOUN
iogr-1374	56	4	samples	sample	NOUN
iogr-1374	56	5	were	be	AUX
iogr-1374	56	6	prepared	prepare	VERB
iogr-1374	56	7	for	for	ADP
iogr-1374	56	8	this	this	DET
iogr-1374	56	9	study	study	NOUN
iogr-1374	56	10	.	.	PUNCT
iogr-1374	57	1	one	one	NUM
iogr-1374	57	2	base	base	NOUN
iogr-1374	57	3	sample	sample	NOUN
iogr-1374	57	4	and	and	CCONJ
iogr-1374	57	5	eleven	eleven	NUM
iogr-1374	57	6	additional	additional	ADJ
iogr-1374	57	7	samples	sample	NOUN
iogr-1374	57	8	(	(	PUNCT
iogr-1374	57	9	labeled	label	VERB
iogr-1374	57	10	mud	mud	NOUN
iogr-1374	57	11	 	 	SPACE
iogr-1374	57	12	1	1	NUM
iogr-1374	57	13	to	to	ADP
iogr-1374	57	14	mud	mud	NOUN
iogr-1374	57	15	 	 	SPACE
iogr-1374	57	16	11	11	NUM
iogr-1374	57	17	)	)	PUNCT
iogr-1374	57	18	.	.	PUNCT
iogr-1374	58	1	bentonite	bentonite	NOUN
iogr-1374	58	2	and	and	CCONJ
iogr-1374	58	3	distilled	distil	VERB
iogr-1374	58	4	water	water	NOUN
iogr-1374	58	5	were	be	AUX
iogr-1374	58	6	used	use	VERB
iogr-1374	58	7	as	as	ADP
iogr-1374	58	8	the	the	DET
iogr-1374	58	9	base	base	NOUN
iogr-1374	58	10	fluid	fluid	NOUN
iogr-1374	58	11	,	,	PUNCT
iogr-1374	58	12	providing	provide	VERB
iogr-1374	58	13	viscosity	viscosity	NOUN
iogr-1374	58	14	and	and	CCONJ
iogr-1374	58	15	suspension	suspension	NOUN
iogr-1374	58	16	properties	property	NOUN
iogr-1374	58	17	for	for	ADP
iogr-1374	58	18	the	the	DET
iogr-1374	58	19	control	control	NOUN
iogr-1374	58	20	sample	sample	NOUN
iogr-1374	58	21	.	.	PUNCT
iogr-1374	59	1	opp	opp	PROPN
iogr-1374	59	2	was	be	AUX
iogr-1374	59	3	incorporated	incorporate	VERB
iogr-1374	59	4	at	at	ADP
iogr-1374	59	5	specific	specific	ADJ
iogr-1374	59	6	concentrations	concentration	NOUN
iogr-1374	59	7	and	and	CCONJ
iogr-1374	59	8	particle	particle	NOUN
iogr-1374	59	9	sizes	size	NOUN
iogr-1374	59	10	,	,	PUNCT
iogr-1374	59	11	as	as	SCONJ
iogr-1374	59	12	detailed	detail	VERB
iogr-1374	59	13	in	in	ADP
iogr-1374	59	14	table	table	NOUN
iogr-1374	59	15	 	 	SPACE
iogr-1374	59	16	2	2	NUM
iogr-1374	59	17	.	.	PUNCT
iogr-1374	59	18	to	to	PART
iogr-1374	59	19	investigate	investigate	VERB
iogr-1374	59	20	the	the	DET
iogr-1374	59	21	effect	effect	NOUN
iogr-1374	59	22	of	of	ADP
iogr-1374	59	23	particle	particle	NOUN
iogr-1374	59	24	size	size	NOUN
iogr-1374	59	25	,	,	PUNCT
iogr-1374	59	26	three	three	NUM
iogr-1374	59	27	samples	sample	NOUN
iogr-1374	59	28	(	(	PUNCT
iogr-1374	59	29	mud	mud	NOUN
iogr-1374	59	30	1	1	NUM
iogr-1374	59	31	,	,	PUNCT
iogr-1374	59	32	mud	mud	NOUN
iogr-1374	59	33	2	2	NUM
iogr-1374	59	34	,	,	PUNCT
iogr-1374	59	35	and	and	CCONJ
iogr-1374	59	36	mud	mud	NOUN
iogr-1374	59	37	3	3	NUM
iogr-1374	59	38	)	)	PUNCT
iogr-1374	59	39	were	be	AUX
iogr-1374	59	40	prepared	prepare	VERB
iogr-1374	59	41	with	with	ADP
iogr-1374	59	42	a	a	DET
iogr-1374	59	43	fixed	fix	VERB
iogr-1374	59	44	opp	opp	ADJ
iogr-1374	59	45	concentration	concentration	NOUN
iogr-1374	59	46	of	of	ADP
iogr-1374	59	47	1%wt	1%wt	NUM
iogr-1374	59	48	,	,	PUNCT
iogr-1374	59	49	using	use	VERB
iogr-1374	59	50	particle	particle	NOUN
iogr-1374	59	51	sizes	size	NOUN
iogr-1374	59	52	of	of	ADP
iogr-1374	59	53	<	<	X
iogr-1374	59	54	45	45	NUM
iogr-1374	59	55	µm	µm	NOUN
iogr-1374	59	56	,	,	PUNCT
iogr-1374	59	57	45	45	NUM
iogr-1374	59	58	-	-	SYM
iogr-1374	59	59	100	100	NUM
iogr-1374	59	60	µm	µm	NOUN
iogr-1374	59	61	,	,	PUNCT
iogr-1374	59	62	and	and	CCONJ
iogr-1374	59	63	100	100	NUM
iogr-1374	59	64	-	-	SYM
iogr-1374	59	65	150	150	NUM
iogr-1374	59	66	µm	µm	ADP
iogr-1374	59	67	respectively	respectively	ADV
iogr-1374	59	68	.	.	PUNCT
iogr-1374	60	1	five	five	NUM
iogr-1374	60	2	additional	additional	ADJ
iogr-1374	60	3	samples	sample	NOUN
iogr-1374	60	4	(	(	PUNCT
iogr-1374	60	5	mud	mud	NOUN
iogr-1374	60	6	4	4	NUM
iogr-1374	60	7	to	to	ADP
iogr-1374	60	8	mud	mud	NOUN
iogr-1374	60	9	8)	8)	NUM
iogr-1374	60	10	were	be	AUX
iogr-1374	60	11	formulated	formulate	VERB
iogr-1374	60	12	to	to	PART
iogr-1374	60	13	examine	examine	VERB
iogr-1374	60	14	the	the	DET
iogr-1374	60	15	impact	impact	NOUN
iogr-1374	60	16	of	of	ADP
iogr-1374	60	17	varying	vary	VERB
iogr-1374	60	18	opp	opp	PROPN
iogr-1374	60	19	concentrations	concentration	NOUN
iogr-1374	60	20	(	(	PUNCT
iogr-1374	60	21	0.5	0.5	NUM
iogr-1374	60	22	-	-	PUNCT
iogr-1374	60	23	1.5%wt	1.5%wt	NUM
iogr-1374	60	24	)	)	PUNCT
iogr-1374	60	25	using	use	VERB
iogr-1374	60	26	a	a	DET
iogr-1374	60	27	particle	particle	NOUN
iogr-1374	60	28	size	size	NOUN
iogr-1374	60	29	of	of	ADP
iogr-1374	60	30	<	<	X
iogr-1374	60	31	45	45	NUM
iogr-1374	60	32	µm	µm	NOUN
iogr-1374	60	33	.	.	PUNCT
iogr-1374	61	1	lastly	lastly	ADV
iogr-1374	61	2	,	,	PUNCT
iogr-1374	61	3	three	three	NUM
iogr-1374	61	4	samples	sample	NOUN
iogr-1374	61	5	(	(	PUNCT
iogr-1374	61	6	mud	mud	NOUN
iogr-1374	61	7	9	9	NUM
iogr-1374	61	8	,	,	PUNCT
iogr-1374	61	9	mud	mud	NOUN
iogr-1374	61	10	10	10	NUM
iogr-1374	61	11	,	,	PUNCT
iogr-1374	61	12	and	and	CCONJ
iogr-1374	61	13	mud	mud	NOUN
iogr-1374	61	14	11	11	NUM
iogr-1374	61	15	)	)	PUNCT
iogr-1374	61	16	were	be	AUX
iogr-1374	61	17	prepared	prepare	VERB
iogr-1374	61	18	with	with	ADP
iogr-1374	61	19	1%wt	1%wt	NUM
iogr-1374	61	20	opp	opp	PROPN
iogr-1374	61	21	(	(	PUNCT
iogr-1374	61	22	<	<	X
iogr-1374	61	23	45	45	NUM
iogr-1374	61	24	µm	µm	NOUN
iogr-1374	61	25	)	)	PUNCT
iogr-1374	61	26	to	to	PART
iogr-1374	61	27	evaluate	evaluate	VERB
iogr-1374	61	28	the	the	DET
iogr-1374	61	29	effects	effect	NOUN
iogr-1374	61	30	of	of	ADP
iogr-1374	61	31	various	various	ADJ
iogr-1374	61	32	temperature	temperature	NOUN
iogr-1374	61	33	at	at	ADP
iogr-1374	61	34	25	25	NUM
iogr-1374	61	35	oc	oc	NOUN
iogr-1374	61	36	,	,	PUNCT
iogr-1374	61	37	50	50	NUM
iogr-1374	61	38	oc	oc	NOUN
iogr-1374	61	39	,	,	PUNCT
iogr-1374	61	40	and	and	CCONJ
iogr-1374	61	41	75	75	NUM
iogr-1374	61	42	oc	oc	NOUN
iogr-1374	61	43	.	.	NOUN
iogr-1374	61	44	table	table	NOUN
iogr-1374	61	45	2	2	NUM
iogr-1374	61	46	—	—	PUNCT
iogr-1374	61	47	samples	sample	NOUN
iogr-1374	61	48	with	with	ADP
iogr-1374	61	49	various	various	ADJ
iogr-1374	61	50	opp	opp	PROPN
iogr-1374	61	51	concentrations	concentration	NOUN
iogr-1374	61	52	,	,	PUNCT
iogr-1374	61	53	temperature	temperature	NOUN
iogr-1374	61	54	and	and	CCONJ
iogr-1374	61	55	particle	particle	NOUN
iogr-1374	61	56	size	size	NOUN
iogr-1374	61	57	.	.	PUNCT
iogr-1374	62	1	all	all	DET
iogr-1374	62	2	mud	mud	NOUN
iogr-1374	62	3	samples	sample	NOUN
iogr-1374	62	4	were	be	AUX
iogr-1374	62	5	prepared	prepare	VERB
iogr-1374	62	6	following	follow	VERB
iogr-1374	62	7	a	a	DET
iogr-1374	62	8	standardized	standardized	ADJ
iogr-1374	62	9	procedure	procedure	NOUN
iogr-1374	62	10	to	to	PART
iogr-1374	62	11	ensure	ensure	VERB
iogr-1374	62	12	consistency	consistency	NOUN
iogr-1374	62	13	.	.	PUNCT
iogr-1374	63	1	first	first	ADJ
iogr-1374	63	2	,	,	PUNCT
iogr-1374	63	3	bentonite	bentonite	NOUN
iogr-1374	63	4	and	and	CCONJ
iogr-1374	63	5	distilled	distil	VERB
iogr-1374	63	6	water	water	NOUN
iogr-1374	63	7	were	be	AUX
iogr-1374	63	8	mixed	mix	VERB
iogr-1374	63	9	using	use	VERB
iogr-1374	63	10	a	a	DET
iogr-1374	63	11	high	high	ADJ
iogr-1374	63	12	-	-	PUNCT
iogr-1374	63	13	speed	speed	NOUN
iogr-1374	63	14	mixer	mixer	NOUN
iogr-1374	63	15	for	for	ADP
iogr-1374	63	16	approximately	approximately	ADV
iogr-1374	63	17	five	five	NUM
iogr-1374	63	18	minutes	minute	NOUN
iogr-1374	63	19	to	to	PART
iogr-1374	63	20	form	form	VERB
iogr-1374	63	21	a	a	DET
iogr-1374	63	22	uniform	uniform	ADJ
iogr-1374	63	23	base	base	NOUN
iogr-1374	63	24	fluid	fluid	NOUN
iogr-1374	63	25	.	.	PUNCT
iogr-1374	64	1	sample	sample	NOUN
iogr-1374	64	2	opp	opp	INTJ
iogr-1374	64	3	(	(	PUNCT
iogr-1374	64	4	%	%	INTJ
iogr-1374	64	5	wt	wt	NOUN
iogr-1374	64	6	)	)	PUNCT
iogr-1374	64	7	temperature	temperature	NOUN
iogr-1374	64	8	(	(	PUNCT
iogr-1374	64	9	oc	oc	NOUN
iogr-1374	64	10	)	)	PUNCT
iogr-1374	64	11	partical	partical	ADJ
iogr-1374	64	12	size	size	NOUN
iogr-1374	64	13	(	(	PUNCT
iogr-1374	64	14	µm	µm	NOUN
iogr-1374	64	15	)	)	PUNCT
iogr-1374	64	16	base	base	NOUN
iogr-1374	64	17	0	0	NUM
iogr-1374	64	18	50	50	NUM
iogr-1374	64	19	mud	mud	NOUN
iogr-1374	64	20	1	1	NUM
iogr-1374	64	21	1	1	NUM
iogr-1374	64	22	50	50	NUM
iogr-1374	64	23	100	100	NUM
iogr-1374	64	24	-	-	SYM
iogr-1374	64	25	150	150	NUM
iogr-1374	64	26	mud	mud	NOUN
iogr-1374	64	27	2	2	NUM
iogr-1374	64	28	1	1	NUM
iogr-1374	64	29	50	50	NUM
iogr-1374	64	30	45	45	NUM
iogr-1374	64	31	-	-	SYM
iogr-1374	64	32	100	100	NUM
iogr-1374	64	33	mud	mud	NOUN
iogr-1374	64	34	3	3	NUM
iogr-1374	64	35	1	1	NUM
iogr-1374	64	36	50	50	NUM
iogr-1374	64	37	<	<	SYM
iogr-1374	64	38	45	45	NUM
iogr-1374	64	39	mud	mud	NOUN
iogr-1374	64	40	4	4	NUM
iogr-1374	64	41	0.5	0.5	NUM
iogr-1374	64	42	50	50	NUM
iogr-1374	64	43	<	<	SYM
iogr-1374	64	44	45	45	NUM
iogr-1374	64	45	mud	mud	NOUN
iogr-1374	64	46	5	5	NUM
iogr-1374	64	47	0.75	0.75	NUM
iogr-1374	64	48	50	50	NUM
iogr-1374	64	49	<	<	SYM
iogr-1374	64	50	45	45	NUM
iogr-1374	64	51	mud	mud	NOUN
iogr-1374	64	52	6	6	NUM
iogr-1374	64	53	1	1	NUM
iogr-1374	64	54	50	50	NUM
iogr-1374	64	55	<	<	SYM
iogr-1374	64	56	45	45	NUM
iogr-1374	64	57	mud	mud	NOUN
iogr-1374	64	58	7	7	NUM
iogr-1374	64	59	1.25	1.25	NUM
iogr-1374	64	60	50	50	NUM
iogr-1374	64	61	<	<	SYM
iogr-1374	64	62	45	45	NUM
iogr-1374	64	63	mud	mud	NOUN
iogr-1374	64	64	8	8	NUM
iogr-1374	64	65	1.5	1.5	NUM
iogr-1374	64	66	50	50	NUM
iogr-1374	64	67	<	<	SYM
iogr-1374	64	68	45	45	NUM
iogr-1374	64	69	mud	mud	NOUN
iogr-1374	64	70	9	9	NUM
iogr-1374	64	71	1	1	NUM
iogr-1374	64	72	25	25	NUM
iogr-1374	64	73	<	<	SYM
iogr-1374	64	74	45	45	NUM
iogr-1374	64	75	mud	mud	NOUN
iogr-1374	64	76	10	10	NUM
iogr-1374	64	77	1	1	NUM
iogr-1374	64	78	50	50	NUM
iogr-1374	64	79	<	<	SYM
iogr-1374	64	80	45	45	NUM
iogr-1374	64	81	mud	mud	NOUN
iogr-1374	64	82	11	11	NUM
iogr-1374	64	83	1	1	NUM
iogr-1374	64	84	75	75	NUM
iogr-1374	64	85	<	<	X
iogr-1374	64	86	45	45	NUM
iogr-1374	64	87	improved	improved	ADJ
iogr-1374	64	88	oil	oil	NOUN
iogr-1374	64	89	and	and	CCONJ
iogr-1374	64	90	gas	gas	NOUN
iogr-1374	64	91	recovery	recovery	NOUN
iogr-1374	64	92	4	4	NUM
iogr-1374	64	93	next	next	ADV
iogr-1374	64	94	,	,	PUNCT
iogr-1374	64	95	a	a	DET
iogr-1374	64	96	precise	precise	ADJ
iogr-1374	64	97	mass	mass	NOUN
iogr-1374	64	98	of	of	ADP
iogr-1374	64	99	opp	opp	PROPN
iogr-1374	64	100	was	be	AUX
iogr-1374	64	101	gradually	gradually	ADV
iogr-1374	64	102	introduced	introduce	VERB
iogr-1374	64	103	under	under	ADP
iogr-1374	64	104	continuous	continuous	ADJ
iogr-1374	64	105	mixing	mixing	NOUN
iogr-1374	64	106	for	for	ADP
iogr-1374	64	107	an	an	DET
iogr-1374	64	108	additional	additional	ADJ
iogr-1374	64	109	25	25	NUM
iogr-1374	64	110	minutes	minute	NOUN
iogr-1374	64	111	to	to	PART
iogr-1374	64	112	ensure	ensure	VERB
iogr-1374	64	113	even	even	ADV
iogr-1374	64	114	dispersion	dispersion	NOUN
iogr-1374	64	115	.	.	PUNCT
iogr-1374	65	1	finally	finally	ADV
iogr-1374	65	2	,	,	PUNCT
iogr-1374	65	3	a	a	DET
iogr-1374	65	4	few	few	ADJ
iogr-1374	65	5	drops	drop	NOUN
iogr-1374	65	6	of	of	ADP
iogr-1374	65	7	defoamer	defoamer	NOUN
iogr-1374	65	8	were	be	AUX
iogr-1374	65	9	added	add	VERB
iogr-1374	65	10	as	as	SCONJ
iogr-1374	65	11	needed	need	VERB
iogr-1374	65	12	to	to	PART
iogr-1374	65	13	control	control	VERB
iogr-1374	65	14	foam	foam	NOUN
iogr-1374	65	15	formation	formation	NOUN
iogr-1374	65	16	.	.	PUNCT
iogr-1374	66	1	after	after	ADP
iogr-1374	66	2	preparation	preparation	NOUN
iogr-1374	66	3	,	,	PUNCT
iogr-1374	66	4	the	the	DET
iogr-1374	66	5	rheological	rheological	ADJ
iogr-1374	66	6	and	and	CCONJ
iogr-1374	66	7	filtration	filtration	NOUN
iogr-1374	66	8	properties	property	NOUN
iogr-1374	66	9	of	of	ADP
iogr-1374	66	10	each	each	DET
iogr-1374	66	11	mud	mud	NOUN
iogr-1374	66	12	sample	sample	NOUN
iogr-1374	66	13	were	be	AUX
iogr-1374	66	14	determined	determine	VERB
iogr-1374	66	15	.	.	PUNCT
iogr-1374	67	1	this	this	DET
iogr-1374	67	2	systematic	systematic	ADJ
iogr-1374	67	3	approach	approach	NOUN
iogr-1374	67	4	ensured	ensure	VERB
iogr-1374	67	5	reliable	reliable	ADJ
iogr-1374	67	6	comparisons	comparison	NOUN
iogr-1374	67	7	of	of	ADP
iogr-1374	67	8	the	the	DET
iogr-1374	67	9	effects	effect	NOUN
iogr-1374	67	10	of	of	ADP
iogr-1374	67	11	opp	opp	PROPN
iogr-1374	67	12	particle	particle	NOUN
iogr-1374	67	13	size	size	NOUN
iogr-1374	67	14	,	,	PUNCT
iogr-1374	67	15	concentration	concentration	NOUN
iogr-1374	67	16	,	,	PUNCT
iogr-1374	67	17	and	and	CCONJ
iogr-1374	67	18	temperature	temperature	NOUN
iogr-1374	67	19	on	on	ADP
iogr-1374	67	20	drilling	drill	VERB
iogr-1374	67	21	fluid	fluid	ADJ
iogr-1374	67	22	performance	performance	NOUN
iogr-1374	67	23	.	.	PUNCT
iogr-1374	68	1	mud	mud	NOUN
iogr-1374	68	2	density	density	NOUN
iogr-1374	68	3	and	and	CCONJ
iogr-1374	68	4	ph	ph	ADJ
iogr-1374	68	5	measurement	measurement	NOUN
iogr-1374	68	6	.	.	PUNCT
iogr-1374	69	1	mud	mud	NOUN
iogr-1374	69	2	density	density	NOUN
iogr-1374	69	3	is	be	AUX
iogr-1374	69	4	an	an	DET
iogr-1374	69	5	essential	essential	ADJ
iogr-1374	69	6	characteristic	characteristic	NOUN
iogr-1374	69	7	of	of	ADP
iogr-1374	69	8	drilling	drilling	NOUN
iogr-1374	69	9	fluids	fluid	NOUN
iogr-1374	69	10	,	,	PUNCT
iogr-1374	69	11	crucial	crucial	ADJ
iogr-1374	69	12	for	for	ADP
iogr-1374	69	13	maintaining	maintain	VERB
iogr-1374	69	14	wellbore	wellbore	NOUN
iogr-1374	69	15	stability	stability	NOUN
iogr-1374	69	16	and	and	CCONJ
iogr-1374	69	17	regulating	regulate	VERB
iogr-1374	69	18	formation	formation	NOUN
iogr-1374	69	19	pressure	pressure	NOUN
iogr-1374	69	20	.	.	PUNCT
iogr-1374	70	1	in	in	ADP
iogr-1374	70	2	this	this	DET
iogr-1374	70	3	study	study	NOUN
iogr-1374	70	4	,	,	PUNCT
iogr-1374	70	5	mud	mud	NOUN
iogr-1374	70	6	density	density	NOUN
iogr-1374	70	7	and	and	CCONJ
iogr-1374	70	8	ph	ph	ADJ
iogr-1374	70	9	value	value	NOUN
iogr-1374	70	10	were	be	AUX
iogr-1374	70	11	measured	measure	VERB
iogr-1374	70	12	using	use	VERB
iogr-1374	70	13	a	a	DET
iogr-1374	70	14	mud	mud	NOUN
iogr-1374	70	15	balance	balance	NOUN
iogr-1374	70	16	(	(	PUNCT
iogr-1374	70	17	figure	figure	NOUN
iogr-1374	70	18	3	3	NUM
iogr-1374	70	19	)	)	PUNCT
iogr-1374	70	20	and	and	CCONJ
iogr-1374	70	21	the	the	DET
iogr-1374	70	22	inolab	inolab	PROPN
iogr-1374	70	23	equipment	equipment	NOUN
iogr-1374	70	24	(	(	PUNCT
iogr-1374	70	25	figure	figure	NOUN
iogr-1374	70	26	4	4	NUM
iogr-1374	70	27	)	)	PUNCT
iogr-1374	70	28	,	,	PUNCT
iogr-1374	70	29	respectively	respectively	ADV
iogr-1374	70	30	.	.	PUNCT
iogr-1374	71	1	these	these	DET
iogr-1374	71	2	measurements	measurement	NOUN
iogr-1374	71	3	ensured	ensure	VERB
iogr-1374	71	4	accurate	accurate	ADJ
iogr-1374	71	5	assessment	assessment	NOUN
iogr-1374	71	6	of	of	ADP
iogr-1374	71	7	the	the	DET
iogr-1374	71	8	fluid	fluid	NOUN
iogr-1374	71	9	’s	’s	PART
iogr-1374	71	10	ability	ability	NOUN
iogr-1374	71	11	to	to	PART
iogr-1374	71	12	maintain	maintain	VERB
iogr-1374	71	13	well	well	ADJ
iogr-1374	71	14	integrity	integrity	NOUN
iogr-1374	71	15	and	and	CCONJ
iogr-1374	71	16	drilling	drilling	NOUN
iogr-1374	71	17	efficiency	efficiency	NOUN
iogr-1374	71	18	.	.	PUNCT
iogr-1374	72	1	figure	figure	VERB
iogr-1374	72	2	3	3	NUM
iogr-1374	72	3	—	—	PUNCT
iogr-1374	72	4	mud	mud	NOUN
iogr-1374	72	5	balance	balance	NOUN
iogr-1374	72	6	.	.	PUNCT
iogr-1374	73	1	figure	figure	NOUN
iogr-1374	73	2	4	4	NUM
iogr-1374	73	3	—	—	PUNCT
iogr-1374	73	4	inolab	inolab	PROPN
iogr-1374	73	5	ph7110	ph7110	PROPN
iogr-1374	73	6	.	.	PUNCT
iogr-1374	74	1	rheological	rheological	ADJ
iogr-1374	74	2	measurement	measurement	NOUN
iogr-1374	74	3	.	.	PUNCT
iogr-1374	75	1	twelve	twelve	NUM
iogr-1374	75	2	fluid	fluid	NOUN
iogr-1374	75	3	samples	sample	NOUN
iogr-1374	75	4	were	be	AUX
iogr-1374	75	5	analyzed	analyze	VERB
iogr-1374	75	6	using	use	VERB
iogr-1374	75	7	an	an	DET
iogr-1374	75	8	eight	eight	NUM
iogr-1374	75	9	-	-	PUNCT
iogr-1374	75	10	speed	speed	NOUN
iogr-1374	75	11	rotational	rotational	ADJ
iogr-1374	75	12	viscometer	viscometer	NOUN
iogr-1374	75	13	(	(	PUNCT
iogr-1374	75	14	figure	figure	NOUN
iogr-1374	75	15	5	5	NUM
iogr-1374	75	16	)	)	PUNCT
iogr-1374	75	17	to	to	PART
iogr-1374	75	18	evaluate	evaluate	VERB
iogr-1374	75	19	their	their	PRON
iogr-1374	75	20	rheological	rheological	ADJ
iogr-1374	75	21	properties	property	NOUN
iogr-1374	75	22	at	at	ADP
iogr-1374	75	23	different	different	ADJ
iogr-1374	75	24	shear	shear	NOUN
iogr-1374	75	25	rates	rate	NOUN
iogr-1374	75	26	.	.	PUNCT
iogr-1374	76	1	gel	gel	NOUN
iogr-1374	76	2	strength	strength	NOUN
iogr-1374	76	3	value	value	NOUN
iogr-1374	76	4	was	be	AUX
iogr-1374	76	5	recorded	record	VERB
iogr-1374	76	6	at	at	ADP
iogr-1374	76	7	10	10	NUM
iogr-1374	76	8	seconds	second	NOUN
iogr-1374	76	9	and	and	CCONJ
iogr-1374	76	10	10	10	NUM
iogr-1374	76	11	minutes	minute	NOUN
iogr-1374	76	12	to	to	PART
iogr-1374	76	13	assess	assess	VERB
iogr-1374	76	14	the	the	DET
iogr-1374	76	15	interparticle	interparticle	NOUN
iogr-1374	76	16	forces	force	NOUN
iogr-1374	76	17	that	that	PRON
iogr-1374	76	18	develop	develop	VERB
iogr-1374	76	19	when	when	SCONJ
iogr-1374	76	20	circulation	circulation	NOUN
iogr-1374	76	21	stops	stop	VERB
iogr-1374	76	22	.	.	PUNCT
iogr-1374	77	1	to	to	PART
iogr-1374	77	2	maintain	maintain	VERB
iogr-1374	77	3	consistent	consistent	ADJ
iogr-1374	77	4	test	test	NOUN
iogr-1374	77	5	conditions	condition	NOUN
iogr-1374	77	6	,	,	PUNCT
iogr-1374	77	7	a	a	DET
iogr-1374	77	8	cup	cup	NOUN
iogr-1374	77	9	heater	heater	NOUN
iogr-1374	77	10	(	(	PUNCT
iogr-1374	77	11	figure	figure	NOUN
iogr-1374	77	12	6	6	NUM
iogr-1374	77	13	)	)	PUNCT
iogr-1374	77	14	was	be	AUX
iogr-1374	77	15	used	use	VERB
iogr-1374	77	16	to	to	PART
iogr-1374	77	17	regulate	regulate	VERB
iogr-1374	77	18	the	the	DET
iogr-1374	77	19	temperature	temperature	NOUN
iogr-1374	77	20	at	at	ADP
iogr-1374	77	21	25	25	NUM
iogr-1374	77	22	°	°	NOUN
iogr-1374	77	23	c	c	NOUN
iogr-1374	77	24	,	,	PUNCT
iogr-1374	77	25	50	50	NUM
iogr-1374	77	26	°	°	NOUN
iogr-1374	77	27	c	c	NOUN
iogr-1374	77	28	,	,	PUNCT
iogr-1374	77	29	and	and	CCONJ
iogr-1374	77	30	75	75	NUM
iogr-1374	77	31	°	°	NOUN
iogr-1374	77	32	c	c	NOUN
iogr-1374	77	33	.	.	PUNCT
iogr-1374	78	1	the	the	DET
iogr-1374	78	2	bellow	bellow	ADJ
iogr-1374	78	3	equations	equation	NOUN
iogr-1374	78	4	were	be	AUX
iogr-1374	78	5	applied	apply	VERB
iogr-1374	78	6	to	to	PART
iogr-1374	78	7	estimate	estimate	VERB
iogr-1374	78	8	the	the	DET
iogr-1374	78	9	rheological	rheological	ADJ
iogr-1374	78	10	parameters	parameter	NOUN
iogr-1374	78	11	(	(	PUNCT
iogr-1374	78	12	r600	r600	PROPN
iogr-1374	78	13	:	:	PUNCT
iogr-1374	78	14	reading	read	VERB
iogr-1374	78	15	at	at	ADP
iogr-1374	78	16	600	600	NUM
iogr-1374	78	17	;	;	PUNCT
iogr-1374	78	18	r300	r300	NUM
iogr-1374	78	19	:	:	PUNCT
iogr-1374	78	20	reading	read	VERB
iogr-1374	78	21	at	at	ADP
iogr-1374	78	22	300	300	NUM
iogr-1374	78	23	rpm	rpm	NOUN
iogr-1374	78	24	,	,	PUNCT
iogr-1374	78	25	)	)	PUNCT
iogr-1374	78	26	.	.	PUNCT
iogr-1374	79	1	𝐴𝑝𝑝𝑎𝑟𝑒𝑛𝑡	𝐴𝑝𝑝𝑎𝑟𝑒𝑛𝑡	PROPN
iogr-1374	79	2	𝑉𝑖𝑠𝑐𝑜𝑠𝑖𝑡𝑦	𝑉𝑖𝑠𝑐𝑜𝑠𝑖𝑡𝑦	PROPN
iogr-1374	79	3	(	(	PUNCT
iogr-1374	79	4	av	av	PROPN
iogr-1374	79	5	−	−	PROPN
iogr-1374	79	6	cp	cp	NOUN
iogr-1374	79	7	)	)	PUNCT
iogr-1374	79	8	=	=	SYM
iogr-1374	79	9	r600/2,	r600/2,	PROPN
iogr-1374	79	10	...................................................................................................	...................................................................................................	SYM
iogr-1374	79	11	(1	(1	PROPN
iogr-1374	79	12	)	)	PUNCT
iogr-1374	79	13	𝑃𝑙𝑎𝑠𝑡𝑖𝑐	𝑃𝑙𝑎𝑠𝑡𝑖𝑐	PROPN
iogr-1374	79	14	𝑉𝑖𝑠𝑐𝑜𝑠𝑖𝑡𝑦	𝑉𝑖𝑠𝑐𝑜𝑠𝑖𝑡𝑦	PROPN
iogr-1374	79	15	(	(	PUNCT
iogr-1374	79	16	𝑃𝑉	𝑃𝑉	PROPN
iogr-1374	79	17	−	−	PROPN
iogr-1374	79	18	𝑐𝑃	𝑐𝑃	NOUN
iogr-1374	79	19	)	)	PUNCT
iogr-1374	79	20	=	=	SYM
iogr-1374	80	1	𝑅600	𝑅600	PRON
iogr-1374	80	2	−	−	ADP
iogr-1374	80	3	𝑅300,	𝑅300,	NOUN
iogr-1374	80	4	..............................................................................................	..............................................................................................	PUNCT
iogr-1374	80	5	(2	(2	PROPN
iogr-1374	80	6	)	)	PUNCT
iogr-1374	80	7	𝑌𝑖𝑒𝑙𝑑	𝑌𝑖𝑒𝑙𝑑	PROPN
iogr-1374	80	8	𝑃𝑜𝑖𝑛𝑡	𝑃𝑜𝑖𝑛𝑡	PROPN
iogr-1374	80	9	(	(	PUNCT
iogr-1374	80	10	𝑌𝑃	𝑌𝑃	PROPN
iogr-1374	80	11	−	−	PROPN
iogr-1374	80	12	𝑙𝑏	𝑙𝑏	PROPN
iogr-1374	80	13	100𝑓𝑡2	100𝑓𝑡2	NUM
iogr-1374	80	14	)	)	PUNCT
iogr-1374	81	1	=	=	PRON
iogr-1374	81	2	𝑅300	𝑅300	VERB
iogr-1374	81	3	−	−	PROPN
iogr-1374	81	4	𝑃𝑉,	𝑃𝑉,	PROPN
iogr-1374	81	5	.......................................................................................................	.......................................................................................................	PUNCT
iogr-1374	81	6	(3	(3	X
iogr-1374	81	7	)	)	PUNCT
iogr-1374	81	8	improved	improve	VERB
iogr-1374	81	9	oil	oil	NOUN
iogr-1374	81	10	and	and	CCONJ
iogr-1374	81	11	gas	gas	NOUN
iogr-1374	81	12	recovery	recovery	NOUN
iogr-1374	81	13	5	5	NUM
iogr-1374	81	14	figure	figure	NOUN
iogr-1374	81	15	5—8	5—8	NUM
iogr-1374	81	16	-	-	PUNCT
iogr-1374	81	17	speed	speed	NOUN
iogr-1374	81	18	rotational	rotational	ADJ
iogr-1374	81	19	viscometer	viscometer	NOUN
iogr-1374	81	20	(	(	PUNCT
iogr-1374	81	21	ofite	ofite	NOUN
iogr-1374	81	22	)	)	PUNCT
iogr-1374	81	23	.	.	PUNCT
iogr-1374	82	1	figure	figure	VERB
iogr-1374	82	2	6	6	NUM
iogr-1374	82	3	—	—	PUNCT
iogr-1374	82	4	cup	cup	NOUN
iogr-1374	82	5	heater	heater	NOUN
iogr-1374	82	6	.	.	PUNCT
iogr-1374	83	1	rheological	rheological	ADJ
iogr-1374	83	2	models	model	NOUN
iogr-1374	83	3	.	.	PUNCT
iogr-1374	84	1	rheological	rheological	ADJ
iogr-1374	84	2	models	model	NOUN
iogr-1374	84	3	establish	establish	VERB
iogr-1374	84	4	mathematical	mathematical	ADJ
iogr-1374	84	5	relationships	relationship	NOUN
iogr-1374	84	6	between	between	ADP
iogr-1374	84	7	shear	shear	NOUN
iogr-1374	84	8	stress	stress	NOUN
iogr-1374	84	9	(	(	PUNCT
iogr-1374	84	10	𝜏	𝜏	NOUN
iogr-1374	84	11	)	)	PUNCT
iogr-1374	84	12	and	and	CCONJ
iogr-1374	84	13	shear	shear	NOUN
iogr-1374	84	14	rate	rate	NOUN
iogr-1374	84	15	(	(	PUNCT
iogr-1374	84	16	𝛾	𝛾	NOUN
iogr-1374	84	17	)	)	PUNCT
iogr-1374	84	18	,	,	PUNCT
iogr-1374	84	19	providing	provide	VERB
iogr-1374	84	20	insights	insight	NOUN
iogr-1374	84	21	into	into	ADP
iogr-1374	84	22	the	the	DET
iogr-1374	84	23	flow	flow	NOUN
iogr-1374	84	24	rheological	rheological	ADJ
iogr-1374	84	25	characteristic	characteristic	NOUN
iogr-1374	84	26	of	of	ADP
iogr-1374	84	27	drilling	drill	VERB
iogr-1374	84	28	mud	mud	NOUN
iogr-1374	84	29	.	.	PUNCT
iogr-1374	85	1	in	in	ADP
iogr-1374	85	2	this	this	DET
iogr-1374	85	3	study	study	NOUN
iogr-1374	85	4	,	,	PUNCT
iogr-1374	85	5	three	three	NUM
iogr-1374	85	6	models	model	NOUN
iogr-1374	85	7	were	be	AUX
iogr-1374	85	8	employed	employ	VERB
iogr-1374	85	9	to	to	PART
iogr-1374	85	10	interpret	interpret	VERB
iogr-1374	85	11	experimental	experimental	ADJ
iogr-1374	85	12	data	datum	NOUN
iogr-1374	85	13	.	.	PUNCT
iogr-1374	86	1	bingham	bingham	PROPN
iogr-1374	86	2	plastic	plastic	PROPN
iogr-1374	86	3	model	model	NOUN
iogr-1374	86	4	.	.	PUNCT
iogr-1374	87	1	a	a	DET
iogr-1374	87	2	linear	linear	ADJ
iogr-1374	87	3	relationship	relationship	NOUN
iogr-1374	87	4	between	between	ADP
iogr-1374	87	5	shear	shear	NOUN
iogr-1374	87	6	rate	rate	NOUN
iogr-1374	87	7	and	and	CCONJ
iogr-1374	87	8	shear	shear	NOUN
iogr-1374	87	9	stress	stress	NOUN
iogr-1374	87	10	is	be	AUX
iogr-1374	87	11	modeled	model	VERB
iogr-1374	87	12	once	once	ADV
iogr-1374	87	13	the	the	DET
iogr-1374	87	14	fluid	fluid	NOUN
iogr-1374	87	15	surpasses	surpass	VERB
iogr-1374	87	16	a	a	DET
iogr-1374	87	17	critical	critical	ADJ
iogr-1374	87	18	yield	yield	NOUN
iogr-1374	87	19	point	point	NOUN
iogr-1374	87	20	(	(	PUNCT
iogr-1374	87	21	𝜏0	𝜏0	PROPN
iogr-1374	87	22	)	)	PUNCT
iogr-1374	87	23	.	.	PUNCT
iogr-1374	88	1	the	the	DET
iogr-1374	88	2	plastic	plastic	ADJ
iogr-1374	88	3	viscosity	viscosity	NOUN
iogr-1374	88	4	(	(	PUNCT
iogr-1374	88	5	𝜇𝑝	𝜇𝑝	NOUN
iogr-1374	88	6	)	)	PUNCT
iogr-1374	88	7	is	be	AUX
iogr-1374	88	8	derived	derive	VERB
iogr-1374	88	9	from	from	ADP
iogr-1374	88	10	the	the	DET
iogr-1374	88	11	slope	slope	NOUN
iogr-1374	88	12	of	of	ADP
iogr-1374	88	13	this	this	DET
iogr-1374	88	14	relationship	relationship	NOUN
iogr-1374	88	15	,	,	PUNCT
iogr-1374	88	16	while	while	SCONJ
iogr-1374	88	17	the	the	DET
iogr-1374	88	18	intercept	intercept	NOUN
iogr-1374	88	19	represents	represent	VERB
iogr-1374	88	20	the	the	DET
iogr-1374	88	21	yield	yield	NOUN
iogr-1374	88	22	stress	stress	NOUN
iogr-1374	88	23	,	,	PUNCT
iogr-1374	88	24	𝜏	𝜏	NOUN
iogr-1374	88	25	=	=	SYM
iogr-1374	88	26	𝜏0	𝜏0	PROPN
iogr-1374	88	27	+	+	CCONJ
iogr-1374	88	28	𝜇𝑝𝛾,	𝜇𝑝𝛾,	ADJ
iogr-1374	88	29	....................................................................................................................................................	....................................................................................................................................................	PROPN
iogr-1374	88	30	(4	(4	NOUN
iogr-1374	88	31	)	)	PUNCT
iogr-1374	88	32	where	where	SCONJ
iogr-1374	88	33	𝜏	𝜏	NOUN
iogr-1374	88	34	is	be	AUX
iogr-1374	88	35	shear	shear	ADJ
iogr-1374	88	36	stress	stress	NOUN
iogr-1374	88	37	,	,	PUNCT
iogr-1374	88	38	𝜏0	𝜏0	PROPN
iogr-1374	88	39	is	be	AUX
iogr-1374	88	40	the	the	DET
iogr-1374	88	41	yield	yield	NOUN
iogr-1374	88	42	point	point	NOUN
iogr-1374	88	43	,	,	PUNCT
iogr-1374	88	44	𝜇𝑝	𝜇𝑝	PROPN
iogr-1374	88	45	is	be	AUX
iogr-1374	88	46	plastic	plastic	ADJ
iogr-1374	88	47	viscosity	viscosity	NOUN
iogr-1374	88	48	,	,	PUNCT
iogr-1374	88	49	𝛾	𝛾	PROPN
iogr-1374	88	50	is	be	AUX
iogr-1374	88	51	shear	shear	ADJ
iogr-1374	88	52	rate	rate	NOUN
iogr-1374	88	53	power	power	NOUN
iogr-1374	88	54	law	law	NOUN
iogr-1374	88	55	model	model	NOUN
iogr-1374	88	56	.	.	PUNCT
iogr-1374	89	1	it	it	PRON
iogr-1374	89	2	describes	describe	VERB
iogr-1374	89	3	the	the	DET
iogr-1374	89	4	non	non	ADJ
iogr-1374	89	5	-	-	ADJ
iogr-1374	89	6	newtonian	newtonian	ADJ
iogr-1374	89	7	behavior	behavior	NOUN
iogr-1374	89	8	using	use	VERB
iogr-1374	89	9	two	two	NUM
iogr-1374	89	10	parameters	parameter	NOUN
iogr-1374	89	11	model	model	NOUN
iogr-1374	89	12	,	,	PUNCT
iogr-1374	89	13	consistency	consistency	NOUN
iogr-1374	89	14	(	(	PUNCT
iogr-1374	89	15	k	k	NOUN
iogr-1374	89	16	)	)	PUNCT
iogr-1374	89	17	and	and	CCONJ
iogr-1374	89	18	flow	flow	NOUN
iogr-1374	89	19	behavior	behavior	NOUN
iogr-1374	89	20	(	(	PUNCT
iogr-1374	89	21	𝑛	𝑛	NOUN
iogr-1374	89	22	)	)	PUNCT
iogr-1374	89	23	.	.	PUNCT
iogr-1374	90	1	the	the	DET
iogr-1374	90	2	equation	equation	NOUN
iogr-1374	90	3	governing	govern	VERB
iogr-1374	90	4	this	this	DET
iogr-1374	90	5	model	model	NOUN
iogr-1374	90	6	is	be	AUX
iogr-1374	90	7	,	,	PUNCT
iogr-1374	90	8	𝜏	𝜏	X
iogr-1374	90	9	=	=	SYM
iogr-1374	90	10	k𝛾𝑛,	k𝛾𝑛,	PROPN
iogr-1374	90	11	............................................................................................................................................................	............................................................................................................................................................	PUNCT
iogr-1374	90	12	(5	(5	NOUN
iogr-1374	90	13	)	)	PUNCT
iogr-1374	90	14	where	where	SCONJ
iogr-1374	90	15	𝑛	𝑛	PROPN
iogr-1374	90	16	indicates	indicate	VERB
iogr-1374	90	17	the	the	DET
iogr-1374	90	18	degree	degree	NOUN
iogr-1374	90	19	of	of	ADP
iogr-1374	90	20	flow	flow	NOUN
iogr-1374	90	21	behavior	behavior	NOUN
iogr-1374	90	22	;	;	PUNCT
iogr-1374	90	23	and	and	CCONJ
iogr-1374	90	24	k	k	PROPN
iogr-1374	90	25	reflects	reflect	VERB
iogr-1374	90	26	the	the	DET
iogr-1374	90	27	fluid	fluid	NOUN
iogr-1374	90	28	’s	’s	PART
iogr-1374	90	29	consistency	consistency	NOUN
iogr-1374	90	30	.	.	PUNCT
iogr-1374	91	1	herschel	herschel	PROPN
iogr-1374	91	2	-	-	PUNCT
iogr-1374	91	3	bulkley	bulkley	PROPN
iogr-1374	91	4	model	model	NOUN
iogr-1374	91	5	.	.	PUNCT
iogr-1374	92	1	it	it	PRON
iogr-1374	92	2	incorporates	incorporate	VERB
iogr-1374	92	3	elements	element	NOUN
iogr-1374	92	4	from	from	ADP
iogr-1374	92	5	both	both	CCONJ
iogr-1374	92	6	the	the	DET
iogr-1374	92	7	bingham	bingham	PROPN
iogr-1374	92	8	plastic	plastic	PROPN
iogr-1374	92	9	and	and	CCONJ
iogr-1374	92	10	power	power	NOUN
iogr-1374	92	11	law	law	NOUN
iogr-1374	92	12	models	model	NOUN
iogr-1374	92	13	.	.	PUNCT
iogr-1374	93	1	it	it	PRON
iogr-1374	93	2	accounts	account	VERB
iogr-1374	93	3	for	for	ADP
iogr-1374	93	4	both	both	PRON
iogr-1374	93	5	yield	yield	NOUN
iogr-1374	93	6	stress	stress	NOUN
iogr-1374	93	7	and	and	CCONJ
iogr-1374	93	8	non	non	ADJ
iogr-1374	93	9	-	-	ADJ
iogr-1374	93	10	newtonian	newtonian	ADJ
iogr-1374	93	11	behavior	behavior	NOUN
iogr-1374	93	12	,	,	PUNCT
iogr-1374	93	13	providing	provide	VERB
iogr-1374	93	14	a	a	DET
iogr-1374	93	15	more	more	ADV
iogr-1374	93	16	accurate	accurate	ADJ
iogr-1374	93	17	representation	representation	NOUN
iogr-1374	93	18	of	of	ADP
iogr-1374	93	19	drilling	drilling	NOUN
iogr-1374	93	20	fluid	fluid	ADJ
iogr-1374	93	21	flow	flow	NOUN
iogr-1374	93	22	properties	property	NOUN
iogr-1374	93	23	,	,	PUNCT
iogr-1374	93	24	𝜏	𝜏	NOUN
iogr-1374	93	25	=	=	SYM
iogr-1374	93	26	𝜏0	𝜏0	PROPN
iogr-1374	93	27	+	+	CCONJ
iogr-1374	93	28	k𝛾𝑛,	k𝛾𝑛,	PROPN
iogr-1374	93	29	...................................................................................................................................................	...................................................................................................................................................	PROPN
iogr-1374	93	30	(6	(6	PROPN
iogr-1374	93	31	)	)	PUNCT
iogr-1374	93	32	where	where	SCONJ
iogr-1374	93	33	𝜏	𝜏	NOUN
iogr-1374	93	34	represents	represent	VERB
iogr-1374	93	35	shear	shear	NOUN
iogr-1374	93	36	stress	stress	NOUN
iogr-1374	93	37	;	;	PUNCT
iogr-1374	93	38	𝜏0	𝜏0	PROPN
iogr-1374	93	39	is	be	AUX
iogr-1374	93	40	the	the	DET
iogr-1374	93	41	yield	yield	NOUN
iogr-1374	93	42	stress	stress	NOUN
iogr-1374	93	43	;	;	PUNCT
iogr-1374	93	44	𝛾	𝛾	NOUN
iogr-1374	93	45	is	be	AUX
iogr-1374	93	46	shear	shear	NOUN
iogr-1374	93	47	rate	rate	NOUN
iogr-1374	93	48	;	;	PUNCT
iogr-1374	93	49	𝑛	𝑛	PRON
iogr-1374	93	50	indicates	indicate	VERB
iogr-1374	93	51	the	the	DET
iogr-1374	93	52	degree	degree	NOUN
iogr-1374	93	53	of	of	ADP
iogr-1374	93	54	flow	flow	NOUN
iogr-1374	93	55	behavior	behavior	NOUN
iogr-1374	93	56	;	;	PUNCT
iogr-1374	93	57	and	and	CCONJ
iogr-1374	93	58	k	k	PROPN
iogr-1374	93	59	reflects	reflect	VERB
iogr-1374	93	60	the	the	DET
iogr-1374	93	61	fluid	fluid	NOUN
iogr-1374	93	62	’s	’s	PART
iogr-1374	93	63	consistency	consistency	NOUN
iogr-1374	93	64	.	.	PUNCT
iogr-1374	94	1	statistical	statistical	ADJ
iogr-1374	94	2	evaluation	evaluation	NOUN
iogr-1374	94	3	of	of	ADP
iogr-1374	94	4	rheological	rheological	ADJ
iogr-1374	94	5	model	model	NOUN
iogr-1374	94	6	accuracy	accuracy	NOUN
iogr-1374	94	7	.	.	PUNCT
iogr-1374	95	1	to	to	PART
iogr-1374	95	2	assess	assess	VERB
iogr-1374	95	3	the	the	DET
iogr-1374	95	4	accuracy	accuracy	NOUN
iogr-1374	95	5	of	of	ADP
iogr-1374	95	6	the	the	DET
iogr-1374	95	7	predictive	predictive	ADJ
iogr-1374	95	8	rheological	rheological	ADJ
iogr-1374	95	9	models	model	NOUN
iogr-1374	95	10	,	,	PUNCT
iogr-1374	95	11	two	two	NUM
iogr-1374	95	12	statistical	statistical	ADJ
iogr-1374	95	13	metrics	metric	NOUN
iogr-1374	95	14	were	be	AUX
iogr-1374	95	15	used	use	VERB
iogr-1374	95	16	:	:	PUNCT
iogr-1374	95	17	the	the	DET
iogr-1374	95	18	coefficient	coefficient	NOUN
iogr-1374	95	19	of	of	ADP
iogr-1374	95	20	determination	determination	NOUN
iogr-1374	95	21	(	(	PUNCT
iogr-1374	95	22	𝑅2	𝑅2	NOUN
iogr-1374	95	23	)	)	PUNCT
iogr-1374	95	24	and	and	CCONJ
iogr-1374	95	25	the	the	DET
iogr-1374	95	26	root	root	NOUN
iogr-1374	95	27	mean	mean	VERB
iogr-1374	95	28	square	square	ADJ
iogr-1374	95	29	error	error	NOUN
iogr-1374	95	30	(	(	PUNCT
iogr-1374	95	31	rmse	rmse	NOUN
iogr-1374	95	32	)	)	PUNCT
iogr-1374	95	33	.	.	PUNCT
iogr-1374	96	1	these	these	DET
iogr-1374	96	2	metrics	metric	NOUN
iogr-1374	96	3	quantify	quantify	VERB
iogr-1374	96	4	the	the	DET
iogr-1374	96	5	degree	degree	NOUN
iogr-1374	96	6	of	of	ADP
iogr-1374	96	7	agreement	agreement	NOUN
iogr-1374	96	8	between	between	ADP
iogr-1374	96	9	measured	measure	VERB
iogr-1374	96	10	shear	shear	NOUN
iogr-1374	96	11	stress	stress	NOUN
iogr-1374	96	12	values	value	NOUN
iogr-1374	96	13	and	and	CCONJ
iogr-1374	96	14	modelimproved	modelimprove	VERB
iogr-1374	96	15	oil	oil	NOUN
iogr-1374	96	16	and	and	CCONJ
iogr-1374	96	17	gas	gas	NOUN
iogr-1374	96	18	recovery	recovery	NOUN
iogr-1374	96	19	6	6	NUM
iogr-1374	96	20	predicted	predict	VERB
iogr-1374	96	21	values	value	NOUN
iogr-1374	96	22	.	.	PUNCT
iogr-1374	97	1	the	the	DET
iogr-1374	97	2	𝑅2	𝑅2	NOUN
iogr-1374	97	3	value	value	NOUN
iogr-1374	97	4	represents	represent	VERB
iogr-1374	97	5	the	the	DET
iogr-1374	97	6	proportion	proportion	NOUN
iogr-1374	97	7	of	of	ADP
iogr-1374	97	8	variance	variance	NOUN
iogr-1374	97	9	in	in	ADP
iogr-1374	97	10	measured	measure	VERB
iogr-1374	97	11	shear	shear	NOUN
iogr-1374	97	12	stress	stress	NOUN
iogr-1374	97	13	(	(	PUNCT
iogr-1374	97	14	𝜏measured	𝜏measure	VERB
iogr-1374	97	15	)	)	PUNCT
iogr-1374	97	16	that	that	PRON
iogr-1374	97	17	is	be	AUX
iogr-1374	97	18	explained	explain	VERB
iogr-1374	97	19	by	by	ADP
iogr-1374	97	20	the	the	DET
iogr-1374	97	21	model	model	NOUN
iogr-1374	97	22	.	.	PUNCT
iogr-1374	98	1	𝑅2	𝑅2	NOUN
iogr-1374	98	2	=	=	NOUN
iogr-1374	99	1	1	1	NUM
iogr-1374	99	2	−	−	NOUN
iogr-1374	99	3	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑)2	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑)2	NUM
iogr-1374	99	4	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒)𝑎𝑣𝑒)2,	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒)𝑎𝑣𝑒)2,	PROPN
iogr-1374	99	5	.................................................................................................................	.................................................................................................................	X
iogr-1374	99	6	(7	(7	NOUN
iogr-1374	99	7	)	)	PUNCT
iogr-1374	99	8	root	root	NOUN
iogr-1374	99	9	mean	mean	VERB
iogr-1374	99	10	square	square	NOUN
iogr-1374	99	11	error	error	NOUN
iogr-1374	99	12	(	(	PUNCT
iogr-1374	99	13	rmse	rmse	NOUN
iogr-1374	99	14	)	)	PUNCT
iogr-1374	99	15	estimates	estimate	VERB
iogr-1374	99	16	the	the	DET
iogr-1374	99	17	mean	mean	ADJ
iogr-1374	99	18	deviation	deviation	NOUN
iogr-1374	99	19	between	between	ADP
iogr-1374	99	20	the	the	DET
iogr-1374	99	21	predicted	predict	VERB
iogr-1374	99	22	and	and	CCONJ
iogr-1374	99	23	actual	actual	ADJ
iogr-1374	99	24	shear	shear	NOUN
iogr-1374	99	25	stress	stress	NOUN
iogr-1374	99	26	values	value	NOUN
iogr-1374	99	27	,	,	PUNCT
iogr-1374	99	28	providing	provide	VERB
iogr-1374	99	29	an	an	DET
iogr-1374	99	30	overall	overall	ADJ
iogr-1374	99	31	measure	measure	NOUN
iogr-1374	99	32	of	of	ADP
iogr-1374	99	33	model	model	NOUN
iogr-1374	99	34	accuracy	accuracy	NOUN
iogr-1374	99	35	.	.	PUNCT
iogr-1374	100	1	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	NOUN
iogr-1374	100	2	=	=	NOUN
iogr-1374	100	3	√	√	NUM
iogr-1374	100	4	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑	∑(𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑−𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑	NUM
iogr-1374	100	5	)	)	PUNCT
iogr-1374	100	6	2	2	NUM
iogr-1374	100	7	𝑁	𝑁	PROPN
iogr-1374	100	8	,	,	PUNCT
iogr-1374	100	9	....................................................................................................................	....................................................................................................................	PUNCT
iogr-1374	100	10	(	(	PUNCT
iogr-1374	100	11	8)	8)	NUM
iogr-1374	100	12	where	where	SCONJ
iogr-1374	100	13	𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑	𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒𝑑	NOUN
iogr-1374	100	14	is	be	AUX
iogr-1374	100	15	measured	measure	VERB
iogr-1374	100	16	value	value	NOUN
iogr-1374	100	17	;	;	PUNCT
iogr-1374	100	18	𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑	𝜏𝑐𝑎𝑙𝑐𝑢𝑙𝑎𝑡𝑒𝑑	NOUN
iogr-1374	100	19	is	be	AUX
iogr-1374	100	20	calculated	calculate	VERB
iogr-1374	100	21	from	from	ADP
iogr-1374	100	22	model	model	NOUN
iogr-1374	100	23	;	;	PUNCT
iogr-1374	100	24	(	(	PUNCT
iogr-1374	100	25	𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒)𝑎𝑣𝑒	𝜏𝑚𝑒𝑎𝑠𝑢𝑟𝑒)𝑎𝑣𝑒	NOUN
iogr-1374	100	26	is	be	AUX
iogr-1374	100	27	the	the	DET
iogr-1374	100	28	mean	mean	NOUN
iogr-1374	100	29	of	of	ADP
iogr-1374	100	30	measured	measured	ADJ
iogr-1374	100	31	value	value	NOUN
iogr-1374	100	32	,	,	PUNCT
iogr-1374	100	33	𝑁	𝑁	PROPN
iogr-1374	100	34	is	be	AUX
iogr-1374	100	35	the	the	DET
iogr-1374	100	36	number	number	NOUN
iogr-1374	100	37	of	of	ADP
iogr-1374	100	38	observations	observation	NOUN
iogr-1374	100	39	filtration	filtration	NOUN
iogr-1374	100	40	fluid	fluid	NOUN
iogr-1374	100	41	loss	loss	NOUN
iogr-1374	100	42	measurement	measurement	NOUN
iogr-1374	100	43	.	.	PUNCT
iogr-1374	101	1	filtrate	filtrate	ADJ
iogr-1374	101	2	loss	loss	NOUN
iogr-1374	101	3	,	,	PUNCT
iogr-1374	101	4	or	or	CCONJ
iogr-1374	101	5	fluid	fluid	ADJ
iogr-1374	101	6	loss	loss	NOUN
iogr-1374	101	7	,	,	PUNCT
iogr-1374	101	8	refers	refer	VERB
iogr-1374	101	9	to	to	ADP
iogr-1374	101	10	the	the	DET
iogr-1374	101	11	separation	separation	NOUN
iogr-1374	101	12	of	of	ADP
iogr-1374	101	13	water	water	NOUN
iogr-1374	101	14	from	from	ADP
iogr-1374	101	15	the	the	DET
iogr-1374	101	16	drilling	drilling	NOUN
iogr-1374	101	17	mud	mud	NOUN
iogr-1374	101	18	and	and	CCONJ
iogr-1374	101	19	its	its	PRON
iogr-1374	101	20	infiltration	infiltration	NOUN
iogr-1374	101	21	into	into	ADP
iogr-1374	101	22	fractures	fracture	NOUN
iogr-1374	101	23	and	and	CCONJ
iogr-1374	101	24	pores	pore	NOUN
iogr-1374	101	25	of	of	ADP
iogr-1374	101	26	the	the	DET
iogr-1374	101	27	formation	formation	NOUN
iogr-1374	101	28	rock	rock	NOUN
iogr-1374	101	29	near	near	ADP
iogr-1374	101	30	the	the	DET
iogr-1374	101	31	wellbore	wellbore	NOUN
iogr-1374	101	32	due	due	ADP
iogr-1374	101	33	to	to	ADP
iogr-1374	101	34	differential	differential	ADJ
iogr-1374	101	35	pressure	pressure	NOUN
iogr-1374	101	36	(	(	PUNCT
iogr-1374	101	37	novrianti	novrianti	INTJ
iogr-1374	101	38	et	et	PROPN
iogr-1374	101	39	al	al	PROPN
iogr-1374	101	40	.	.	PROPN
iogr-1374	101	41	2019	2019	NUM
iogr-1374	101	42	)	)	PUNCT
iogr-1374	101	43	.	.	PUNCT
iogr-1374	102	1	this	this	DET
iogr-1374	102	2	process	process	NOUN
iogr-1374	102	3	leads	lead	VERB
iogr-1374	102	4	to	to	ADP
iogr-1374	102	5	the	the	DET
iogr-1374	102	6	formation	formation	NOUN
iogr-1374	102	7	of	of	ADP
iogr-1374	102	8	a	a	DET
iogr-1374	102	9	mud	mud	NOUN
iogr-1374	102	10	cake	cake	NOUN
iogr-1374	102	11	on	on	ADP
iogr-1374	102	12	the	the	DET
iogr-1374	102	13	wellbore	wellbore	NOUN
iogr-1374	102	14	walls	wall	NOUN
iogr-1374	102	15	,	,	PUNCT
iogr-1374	102	16	which	which	PRON
iogr-1374	102	17	is	be	AUX
iogr-1374	102	18	essential	essential	ADJ
iogr-1374	102	19	for	for	ADP
iogr-1374	102	20	stabilizing	stabilize	VERB
iogr-1374	102	21	the	the	DET
iogr-1374	102	22	wellbore	wellbore	NOUN
iogr-1374	102	23	and	and	CCONJ
iogr-1374	102	24	preventing	prevent	VERB
iogr-1374	102	25	collapse	collapse	NOUN
iogr-1374	102	26	or	or	CCONJ
iogr-1374	102	27	sloughing	slough	VERB
iogr-1374	102	28	during	during	ADP
iogr-1374	102	29	drilling	drilling	NOUN
iogr-1374	102	30	.	.	PUNCT
iogr-1374	103	1	however	however	ADV
iogr-1374	103	2	,	,	PUNCT
iogr-1374	103	3	excessive	excessive	ADJ
iogr-1374	103	4	fluid	fluid	ADJ
iogr-1374	103	5	loss	loss	NOUN
iogr-1374	103	6	can	can	AUX
iogr-1374	103	7	result	result	VERB
iogr-1374	103	8	in	in	ADP
iogr-1374	103	9	a	a	DET
iogr-1374	103	10	thick	thick	ADJ
iogr-1374	103	11	,	,	PUNCT
iogr-1374	103	12	porous	porous	ADJ
iogr-1374	103	13	,	,	PUNCT
iogr-1374	103	14	and	and	CCONJ
iogr-1374	103	15	brittle	brittle	ADJ
iogr-1374	103	16	mud	mud	NOUN
iogr-1374	103	17	cake	cake	NOUN
iogr-1374	103	18	,	,	PUNCT
iogr-1374	103	19	which	which	PRON
iogr-1374	103	20	may	may	AUX
iogr-1374	103	21	narrow	narrow	VERB
iogr-1374	103	22	the	the	DET
iogr-1374	103	23	wellbore	wellbore	NOUN
iogr-1374	103	24	and	and	CCONJ
iogr-1374	103	25	increase	increase	VERB
iogr-1374	103	26	the	the	DET
iogr-1374	103	27	risk	risk	NOUN
iogr-1374	103	28	of	of	ADP
iogr-1374	103	29	drill	drill	NOUN
iogr-1374	103	30	string	string	NOUN
iogr-1374	103	31	jamming	jamming	NOUN
iogr-1374	103	32	.	.	PUNCT
iogr-1374	104	1	additionally	additionally	ADV
iogr-1374	104	2	,	,	PUNCT
iogr-1374	104	3	excessive	excessive	ADJ
iogr-1374	104	4	filtrate	filtrate	ADJ
iogr-1374	104	5	loss	loss	NOUN
iogr-1374	104	6	can	can	AUX
iogr-1374	104	7	destabilize	destabilize	VERB
iogr-1374	104	8	the	the	DET
iogr-1374	104	9	formation	formation	NOUN
iogr-1374	104	10	by	by	ADP
iogr-1374	104	11	inducing	induce	VERB
iogr-1374	104	12	swelling	swelling	NOUN
iogr-1374	104	13	and	and	CCONJ
iogr-1374	104	14	potentially	potentially	ADV
iogr-1374	104	15	damaging	damage	VERB
iogr-1374	104	16	the	the	DET
iogr-1374	104	17	reservoir	reservoir	NOUN
iogr-1374	104	18	zone	zone	NOUN
iogr-1374	104	19	(	(	PUNCT
iogr-1374	104	20	dejtaradon	dejtaradon	PROPN
iogr-1374	104	21	et	et	PROPN
iogr-1374	104	22	al	al	PROPN
iogr-1374	104	23	.	.	PROPN
iogr-1374	104	24	2019	2019	NUM
iogr-1374	104	25	)	)	PUNCT
iogr-1374	104	26	.	.	PUNCT
iogr-1374	105	1	to	to	PART
iogr-1374	105	2	mitigate	mitigate	VERB
iogr-1374	105	3	these	these	DET
iogr-1374	105	4	risks	risk	NOUN
iogr-1374	105	5	,	,	PUNCT
iogr-1374	105	6	it	it	PRON
iogr-1374	105	7	is	be	AUX
iogr-1374	105	8	crucial	crucial	ADJ
iogr-1374	105	9	to	to	PART
iogr-1374	105	10	maintain	maintain	VERB
iogr-1374	105	11	low	low	ADJ
iogr-1374	105	12	filtrate	filtrate	NOUN
iogr-1374	105	13	loss	loss	NOUN
iogr-1374	105	14	while	while	SCONJ
iogr-1374	105	15	ensuring	ensure	VERB
iogr-1374	105	16	the	the	DET
iogr-1374	105	17	formation	formation	NOUN
iogr-1374	105	18	of	of	ADP
iogr-1374	105	19	a	a	DET
iogr-1374	105	20	thin	thin	ADJ
iogr-1374	105	21	,	,	PUNCT
iogr-1374	105	22	durable	durable	ADJ
iogr-1374	105	23	mud	mud	NOUN
iogr-1374	105	24	cake	cake	NOUN
iogr-1374	105	25	which	which	PRON
iogr-1374	105	26	contributes	contribute	VERB
iogr-1374	105	27	to	to	ADP
iogr-1374	105	28	hole	hole	NOUN
iogr-1374	105	29	stability	stability	NOUN
iogr-1374	105	30	and	and	CCONJ
iogr-1374	105	31	optimal	optimal	ADJ
iogr-1374	105	32	drilling	drilling	NOUN
iogr-1374	105	33	performance	performance	NOUN
iogr-1374	105	34	(	(	PUNCT
iogr-1374	105	35	ali	ali	PROPN
iogr-1374	105	36	et	et	PROPN
iogr-1374	105	37	al	al	PROPN
iogr-1374	105	38	.	.	PROPN
iogr-1374	105	39	2020	2020	NUM
iogr-1374	105	40	)	)	PUNCT
iogr-1374	105	41	.	.	PUNCT
iogr-1374	106	1	the	the	DET
iogr-1374	106	2	fluid	fluid	ADJ
iogr-1374	106	3	loss	loss	NOUN
iogr-1374	106	4	characteristics	characteristic	NOUN
iogr-1374	106	5	were	be	AUX
iogr-1374	106	6	assessed	assess	VERB
iogr-1374	106	7	using	use	VERB
iogr-1374	106	8	a	a	DET
iogr-1374	106	9	100	100	NUM
iogr-1374	106	10	psi	psi	NOUN
iogr-1374	106	11	filter	filter	NOUN
iogr-1374	106	12	press	press	NOUN
iogr-1374	106	13	(	(	PUNCT
iogr-1374	106	14	figure	figure	NOUN
iogr-1374	106	15	7	7	NUM
iogr-1374	106	16	)	)	PUNCT
iogr-1374	106	17	in	in	ADP
iogr-1374	106	18	accordance	accordance	NOUN
iogr-1374	106	19	with	with	ADP
iogr-1374	106	20	api	api	NOUN
iogr-1374	106	21	standards	standard	NOUN
iogr-1374	106	22	(	(	PUNCT
iogr-1374	106	23	american	american	PROPN
iogr-1374	106	24	petroleum	petroleum	PROPN
iogr-1374	106	25	institute	institute	PROPN
iogr-1374	106	26	2017	2017	NUM
iogr-1374	106	27	)	)	PUNCT
iogr-1374	106	28	.	.	PUNCT
iogr-1374	107	1	this	this	DET
iogr-1374	107	2	test	test	NOUN
iogr-1374	107	3	quantifies	quantify	VERB
iogr-1374	107	4	the	the	DET
iogr-1374	107	5	volume	volume	NOUN
iogr-1374	107	6	of	of	ADP
iogr-1374	107	7	water	water	NOUN
iogr-1374	107	8	lost	lose	VERB
iogr-1374	107	9	from	from	ADP
iogr-1374	107	10	the	the	DET
iogr-1374	107	11	bentonite	bentonite	NOUN
iogr-1374	107	12	mud	mud	NOUN
iogr-1374	107	13	,	,	PUNCT
iogr-1374	107	14	replicating	replicate	VERB
iogr-1374	107	15	potential	potential	ADJ
iogr-1374	107	16	water	water	NOUN
iogr-1374	107	17	invasion	invasion	NOUN
iogr-1374	107	18	into	into	ADP
iogr-1374	107	19	the	the	DET
iogr-1374	107	20	formation	formation	NOUN
iogr-1374	107	21	.	.	PUNCT
iogr-1374	108	1	to	to	PART
iogr-1374	108	2	perform	perform	VERB
iogr-1374	108	3	the	the	DET
iogr-1374	108	4	test	test	NOUN
iogr-1374	108	5	,	,	PUNCT
iogr-1374	108	6	mud	mud	NOUN
iogr-1374	108	7	sample	sample	NOUN
iogr-1374	108	8	was	be	AUX
iogr-1374	108	9	placed	place	VERB
iogr-1374	108	10	into	into	ADP
iogr-1374	108	11	a	a	DET
iogr-1374	108	12	cylinderal	cylinderal	ADJ
iogr-1374	108	13	chamber	chamber	NOUN
iogr-1374	108	14	,	,	PUNCT
iogr-1374	108	15	and	and	CCONJ
iogr-1374	108	16	a	a	DET
iogr-1374	108	17	pressure	pressure	NOUN
iogr-1374	108	18	of	of	ADP
iogr-1374	108	19	100	100	NUM
iogr-1374	108	20	psi	psi	NOUN
iogr-1374	108	21	was	be	AUX
iogr-1374	108	22	applied	apply	VERB
iogr-1374	108	23	.	.	PUNCT
iogr-1374	109	1	fluid	fluid	ADJ
iogr-1374	109	2	loss	loss	NOUN
iogr-1374	109	3	was	be	AUX
iogr-1374	109	4	recorded	record	VERB
iogr-1374	109	5	at	at	ADP
iogr-1374	109	6	multiple	multiple	ADJ
iogr-1374	109	7	time	time	NOUN
iogr-1374	109	8	intervals	interval	NOUN
iogr-1374	109	9	within	within	ADP
iogr-1374	109	10	30	30	NUM
iogr-1374	109	11	minutes	minute	NOUN
iogr-1374	109	12	.	.	PUNCT
iogr-1374	110	1	these	these	DET
iogr-1374	110	2	measurements	measurement	NOUN
iogr-1374	110	3	provided	provide	VERB
iogr-1374	110	4	valuable	valuable	ADJ
iogr-1374	110	5	insights	insight	NOUN
iogr-1374	110	6	into	into	ADP
iogr-1374	110	7	the	the	DET
iogr-1374	110	8	fluid	fluid	NOUN
iogr-1374	110	9	’s	’s	PART
iogr-1374	110	10	ability	ability	NOUN
iogr-1374	110	11	to	to	PART
iogr-1374	110	12	control	control	VERB
iogr-1374	110	13	filtration	filtration	NOUN
iogr-1374	110	14	,	,	PUNCT
iogr-1374	110	15	ensuring	ensure	VERB
iogr-1374	110	16	minimal	minimal	ADJ
iogr-1374	110	17	fluid	fluid	ADJ
iogr-1374	110	18	invasion	invasion	NOUN
iogr-1374	110	19	while	while	SCONJ
iogr-1374	110	20	facilitating	facilitate	VERB
iogr-1374	110	21	the	the	DET
iogr-1374	110	22	development	development	NOUN
iogr-1374	110	23	of	of	ADP
iogr-1374	110	24	a	a	DET
iogr-1374	110	25	stable	stable	ADJ
iogr-1374	110	26	mud	mud	NOUN
iogr-1374	110	27	cake	cake	NOUN
iogr-1374	110	28	(	(	PUNCT
iogr-1374	110	29	le	le	X
iogr-1374	110	30	et	et	PROPN
iogr-1374	110	31	al	al	PROPN
iogr-1374	110	32	.	.	PROPN
iogr-1374	110	33	2023	2023	NUM
iogr-1374	110	34	)	)	PUNCT
iogr-1374	110	35	.	.	PUNCT
iogr-1374	111	1	figure	figure	VERB
iogr-1374	111	2	7	7	NUM
iogr-1374	111	3	—	—	PUNCT
iogr-1374	111	4	api	api	NOUN
iogr-1374	111	5	filter	filter	NOUN
iogr-1374	111	6	press	press	NOUN
iogr-1374	111	7	.	.	PUNCT
iogr-1374	112	1	results	result	NOUN
iogr-1374	112	2	and	and	CCONJ
iogr-1374	112	3	discussions	discussion	NOUN
iogr-1374	112	4	effect	effect	NOUN
iogr-1374	112	5	of	of	ADP
iogr-1374	112	6	opp	opp	PROPN
iogr-1374	112	7	particle	particle	NOUN
iogr-1374	112	8	size	size	NOUN
iogr-1374	112	9	.	.	PUNCT
iogr-1374	113	1	figure	figure	NOUN
iogr-1374	113	2	8a	8a	NUM
iogr-1374	113	3	illustrates	illustrate	VERB
iogr-1374	113	4	the	the	DET
iogr-1374	113	5	influence	influence	NOUN
iogr-1374	113	6	of	of	ADP
iogr-1374	113	7	opp	opp	PROPN
iogr-1374	113	8	particle	particle	NOUN
iogr-1374	113	9	size	size	NOUN
iogr-1374	113	10	on	on	ADP
iogr-1374	113	11	pv	pv	ADV
iogr-1374	113	12	and	and	CCONJ
iogr-1374	113	13	yp	yp	PROPN
iogr-1374	113	14	for	for	ADP
iogr-1374	113	15	three	three	NUM
iogr-1374	113	16	tested	test	VERB
iogr-1374	113	17	mud	mud	NOUN
iogr-1374	113	18	samples	sample	NOUN
iogr-1374	113	19	(	(	PUNCT
iogr-1374	113	20	mud	mud	NOUN
iogr-1374	113	21	1	1	NUM
iogr-1374	113	22	,	,	PUNCT
iogr-1374	113	23	mud	mud	NOUN
iogr-1374	113	24	2	2	NUM
iogr-1374	113	25	,	,	PUNCT
iogr-1374	113	26	and	and	CCONJ
iogr-1374	113	27	mud	mud	NOUN
iogr-1374	113	28	3	3	NUM
iogr-1374	113	29	)	)	PUNCT
iogr-1374	113	30	.	.	PUNCT
iogr-1374	114	1	the	the	DET
iogr-1374	114	2	results	result	NOUN
iogr-1374	114	3	shows	show	VERB
iogr-1374	114	4	that	that	SCONJ
iogr-1374	114	5	particle	particle	NOUN
iogr-1374	114	6	size	size	NOUN
iogr-1374	114	7	100	100	NUM
iogr-1374	114	8	-	-	SYM
iogr-1374	114	9	150	150	NUM
iogr-1374	114	10	 	 	SPACE
iogr-1374	114	11	µm	µm	NOUN
iogr-1374	114	12	,	,	PUNCT
iogr-1374	114	13	45	45	NUM
iogr-1374	114	14	-	-	SYM
iogr-1374	114	15	100	100	NUM
iogr-1374	114	16	 	 	SPACE
iogr-1374	114	17	µm	µm	NOUN
iogr-1374	114	18	,	,	PUNCT
iogr-1374	114	19	and	and	CCONJ
iogr-1374	114	20	improved	improve	VERB
iogr-1374	114	21	oil	oil	NOUN
iogr-1374	114	22	and	and	CCONJ
iogr-1374	114	23	gas	gas	NOUN
iogr-1374	114	24	recovery	recovery	NOUN
iogr-1374	114	25	7	7	NUM
iogr-1374	114	26	<	<	X
iogr-1374	114	27	45	45	NUM
iogr-1374	114	28	 	 	SPACE
iogr-1374	114	29	µm	µm	NOUN
iogr-1374	114	30	do	do	AUX
iogr-1374	114	31	not	not	PART
iogr-1374	114	32	siginificantly	siginificantly	ADV
iogr-1374	114	33	impact	impact	VERB
iogr-1374	114	34	pv	pv	INTJ
iogr-1374	114	35	or	or	CCONJ
iogr-1374	114	36	yp	yp	PROPN
iogr-1374	114	37	.	.	PUNCT
iogr-1374	115	1	across	across	ADP
iogr-1374	115	2	3	3	NUM
iogr-1374	115	3	samples	sample	NOUN
iogr-1374	115	4	,	,	PUNCT
iogr-1374	115	5	pv	pv	NOUN
iogr-1374	115	6	remains	remain	VERB
iogr-1374	115	7	constant	constant	ADJ
iogr-1374	115	8	at	at	ADP
iogr-1374	115	9	6	6	NUM
iogr-1374	115	10	cp	cp	NOUN
iogr-1374	115	11	,	,	PUNCT
iogr-1374	115	12	while	while	SCONJ
iogr-1374	115	13	yp	yp	PROPN
iogr-1374	115	14	fluctuates	fluctuate	VERB
iogr-1374	115	15	slightly	slightly	ADV
iogr-1374	115	16	between	between	ADP
iogr-1374	115	17	5	5	NUM
iogr-1374	115	18	and	and	CCONJ
iogr-1374	115	19	6	6	NUM
iogr-1374	115	20	lb/100	lb/100	ADJ
iogr-1374	115	21	ft2	ft2	NOUN
iogr-1374	115	22	.	.	PUNCT
iogr-1374	116	1	this	this	PRON
iogr-1374	116	2	suggests	suggest	VERB
iogr-1374	116	3	that	that	SCONJ
iogr-1374	116	4	within	within	ADP
iogr-1374	116	5	the	the	DET
iogr-1374	116	6	tested	test	VERB
iogr-1374	116	7	size	size	NOUN
iogr-1374	116	8	range	range	NOUN
iogr-1374	116	9	,	,	PUNCT
iogr-1374	116	10	opp	opp	PROPN
iogr-1374	116	11	particle	particle	NOUN
iogr-1374	116	12	size	size	NOUN
iogr-1374	116	13	has	have	VERB
iogr-1374	116	14	a	a	DET
iogr-1374	116	15	minimal	minimal	ADJ
iogr-1374	116	16	effect	effect	NOUN
iogr-1374	116	17	on	on	ADP
iogr-1374	116	18	flow	flow	NOUN
iogr-1374	116	19	resistance	resistance	NOUN
iogr-1374	116	20	and	and	CCONJ
iogr-1374	116	21	cuttings	cutting	NOUN
iogr-1374	116	22	suspension	suspension	NOUN
iogr-1374	116	23	capability	capability	NOUN
iogr-1374	116	24	in	in	ADP
iogr-1374	116	25	the	the	DET
iogr-1374	116	26	drilling	drilling	NOUN
iogr-1374	116	27	fluid	fluid	NOUN
iogr-1374	116	28	.	.	PUNCT
iogr-1374	117	1	figure	figure	NOUN
iogr-1374	117	2	8b	8b	PROPN
iogr-1374	117	3	presents	present	VERB
iogr-1374	117	4	the	the	DET
iogr-1374	117	5	effect	effect	NOUN
iogr-1374	117	6	of	of	ADP
iogr-1374	117	7	particle	particle	NOUN
iogr-1374	117	8	size	size	NOUN
iogr-1374	117	9	on	on	ADP
iogr-1374	117	10	gel	gel	NOUN
iogr-1374	117	11	strength	strength	NOUN
iogr-1374	117	12	values	value	NOUN
iogr-1374	117	13	at	at	ADP
iogr-1374	117	14	two	two	NUM
iogr-1374	117	15	times	time	NOUN
iogr-1374	117	16	of	of	ADP
iogr-1374	117	17	10	10	NUM
iogr-1374	117	18	seconds	second	NOUN
iogr-1374	117	19	and	and	CCONJ
iogr-1374	117	20	10	10	NUM
iogr-1374	117	21	minutes	minute	NOUN
iogr-1374	117	22	.	.	PUNCT
iogr-1374	118	1	a	a	DET
iogr-1374	118	2	slight	slight	ADJ
iogr-1374	118	3	reduction	reduction	NOUN
iogr-1374	118	4	in	in	ADP
iogr-1374	118	5	gel	gel	NOUN
iogr-1374	118	6	strength	strength	NOUN
iogr-1374	118	7	values	value	NOUN
iogr-1374	118	8	is	be	AUX
iogr-1374	118	9	recorded	record	VERB
iogr-1374	118	10	as	as	ADP
iogr-1374	118	11	particle	particle	NOUN
iogr-1374	118	12	size	size	NOUN
iogr-1374	118	13	decreases	decrease	VERB
iogr-1374	118	14	.	.	PUNCT
iogr-1374	119	1	in	in	ADP
iogr-1374	119	2	mud	mud	NOUN
iogr-1374	119	3	1	1	NUM
iogr-1374	119	4	(	(	PUNCT
iogr-1374	119	5	100	100	NUM
iogr-1374	119	6	-	-	SYM
iogr-1374	119	7	150	150	NUM
iogr-1374	119	8	µm	µm	NOUN
iogr-1374	119	9	)	)	PUNCT
iogr-1374	119	10	,	,	PUNCT
iogr-1374	119	11	gel	gel	PROPN
iogr-1374	119	12	10s	10s	PROPN
iogr-1374	119	13	and	and	CCONJ
iogr-1374	119	14	gel	gel	PROPN
iogr-1374	119	15	10	10	NUM
iogr-1374	119	16	m	m	NOUN
iogr-1374	119	17	are	be	AUX
iogr-1374	119	18	recorded	record	VERB
iogr-1374	119	19	at	at	ADP
iogr-1374	119	20	6	6	NUM
iogr-1374	119	21	and	and	CCONJ
iogr-1374	119	22	25	25	NUM
iogr-1374	119	23	lb/100	lb/100	ADJ
iogr-1374	119	24	ft2	ft2	NOUN
iogr-1374	119	25	,	,	PUNCT
iogr-1374	119	26	respectively	respectively	ADV
iogr-1374	119	27	.	.	PUNCT
iogr-1374	120	1	in	in	ADP
iogr-1374	120	2	mud	mud	NOUN
iogr-1374	120	3	3	3	NUM
iogr-1374	120	4	(	(	PUNCT
iogr-1374	120	5	<	<	X
iogr-1374	120	6	45	45	NUM
iogr-1374	120	7	µm	µm	NUM
iogr-1374	120	8	)	)	PUNCT
iogr-1374	120	9	,	,	PUNCT
iogr-1374	120	10	these	these	DET
iogr-1374	120	11	values	value	NOUN
iogr-1374	120	12	decrease	decrease	VERB
iogr-1374	120	13	slightly	slightly	ADV
iogr-1374	120	14	to	to	ADP
iogr-1374	120	15	5	5	NUM
iogr-1374	120	16	and	and	CCONJ
iogr-1374	120	17	22	22	NUM
iogr-1374	120	18	lb/100	lb/100	ADJ
iogr-1374	120	19	ft2	ft2	NOUN
iogr-1374	120	20	.	.	PUNCT
iogr-1374	121	1	despite	despite	SCONJ
iogr-1374	121	2	this	this	DET
iogr-1374	121	3	reduction	reduction	NOUN
iogr-1374	121	4	,	,	PUNCT
iogr-1374	121	5	gel	gel	NOUN
iogr-1374	121	6	strength	strength	NOUN
iogr-1374	121	7	remains	remain	VERB
iogr-1374	121	8	within	within	ADP
iogr-1374	121	9	the	the	DET
iogr-1374	121	10	recommended	recommended	ADJ
iogr-1374	121	11	range	range	NOUN
iogr-1374	121	12	,	,	PUNCT
iogr-1374	121	13	ensuring	ensure	VERB
iogr-1374	121	14	effective	effective	ADJ
iogr-1374	121	15	cuttings	cutting	NOUN
iogr-1374	121	16	suspension	suspension	NOUN
iogr-1374	121	17	during	during	ADP
iogr-1374	121	18	static	static	ADJ
iogr-1374	121	19	conditions.these	conditions.these	PROPN
iogr-1374	121	20	findings	finding	NOUN
iogr-1374	121	21	suggest	suggest	VERB
iogr-1374	121	22	that	that	SCONJ
iogr-1374	121	23	smaller	small	ADJ
iogr-1374	121	24	opp	opp	PROPN
iogr-1374	121	25	particles	particle	NOUN
iogr-1374	121	26	(	(	PUNCT
iogr-1374	121	27	<	<	X
iogr-1374	121	28	45	45	NUM
iogr-1374	121	29	 	 	SPACE
iogr-1374	121	30	µm	µm	NOUN
iogr-1374	121	31	)	)	PUNCT
iogr-1374	121	32	maintain	maintain	VERB
iogr-1374	121	33	adequate	adequate	ADJ
iogr-1374	121	34	suspension	suspension	NOUN
iogr-1374	121	35	capabilities	capability	NOUN
iogr-1374	121	36	while	while	SCONJ
iogr-1374	121	37	slightly	slightly	ADV
iogr-1374	121	38	improving	improve	VERB
iogr-1374	121	39	flow	flow	NOUN
iogr-1374	121	40	characteristics	characteristic	NOUN
iogr-1374	121	41	,	,	PUNCT
iogr-1374	121	42	making	make	VERB
iogr-1374	121	43	them	they	PRON
iogr-1374	121	44	optimal	optimal	ADJ
iogr-1374	121	45	for	for	ADP
iogr-1374	121	46	further	further	ADJ
iogr-1374	121	47	evaluation	evaluation	NOUN
iogr-1374	121	48	of	of	ADP
iogr-1374	121	49	drilling	drilling	NOUN
iogr-1374	121	50	fluid	fluid	ADJ
iogr-1374	121	51	performance	performance	NOUN
iogr-1374	121	52	.	.	PUNCT
iogr-1374	122	1	figure	figure	NOUN
iogr-1374	122	2	8	8	NUM
iogr-1374	122	3	—	—	PUNCT
iogr-1374	122	4	influence	influence	NOUN
iogr-1374	122	5	of	of	ADP
iogr-1374	122	6	opp	opp	PROPN
iogr-1374	122	7	particle	particle	NOUN
iogr-1374	122	8	size	size	NOUN
iogr-1374	122	9	on	on	ADP
iogr-1374	122	10	(	(	PUNCT
iogr-1374	122	11	a	a	PRON
iogr-1374	122	12	)	)	PUNCT
iogr-1374	122	13	rheology	rheology	NOUN
iogr-1374	122	14	parameters	parameter	NOUN
iogr-1374	122	15	,	,	PUNCT
iogr-1374	122	16	(	(	PUNCT
iogr-1374	122	17	b	b	X
iogr-1374	122	18	)	)	PUNCT
iogr-1374	122	19	gel	gel	NOUN
iogr-1374	122	20	strength	strength	NOUN
iogr-1374	122	21	characteristic	characteristic	ADJ
iogr-1374	122	22	.	.	PUNCT
iogr-1374	123	1	figure	figure	NOUN
iogr-1374	123	2	9a	9a	NOUN
iogr-1374	123	3	illustrates	illustrate	VERB
iogr-1374	123	4	the	the	DET
iogr-1374	123	5	fluid	fluid	ADJ
iogr-1374	123	6	loss	loss	NOUN
iogr-1374	123	7	volume	volume	NOUN
iogr-1374	123	8	over	over	ADP
iogr-1374	123	9	time	time	NOUN
iogr-1374	123	10	for	for	ADP
iogr-1374	123	11	the	the	DET
iogr-1374	123	12	mud	mud	NOUN
iogr-1374	123	13	samples	sample	NOUN
iogr-1374	123	14	containing	contain	VERB
iogr-1374	123	15	different	different	ADJ
iogr-1374	123	16	opp	opp	PROPN
iogr-1374	123	17	particle	particle	NOUN
iogr-1374	123	18	sizes	size	NOUN
iogr-1374	123	19	(	(	PUNCT
iogr-1374	123	20	100	100	NUM
iogr-1374	123	21	-	-	SYM
iogr-1374	123	22	150	150	NUM
iogr-1374	123	23	 	 	SPACE
iogr-1374	123	24	µm	µm	NOUN
iogr-1374	123	25	,	,	PUNCT
iogr-1374	123	26	45	45	NUM
iogr-1374	123	27	-	-	SYM
iogr-1374	123	28	100	100	NUM
iogr-1374	123	29	 	 	SPACE
iogr-1374	123	30	µm	µm	NOUN
iogr-1374	123	31	,	,	PUNCT
iogr-1374	123	32	and	and	CCONJ
iogr-1374	123	33	<	<	X
iogr-1374	123	34	45	45	NUM
iogr-1374	123	35	 	 	SPACE
iogr-1374	123	36	µm	µm	NOUN
iogr-1374	123	37	)	)	PUNCT
iogr-1374	123	38	.	.	PUNCT
iogr-1374	124	1	the	the	DET
iogr-1374	124	2	data	datum	NOUN
iogr-1374	124	3	reveal	reveal	VERB
iogr-1374	124	4	that	that	SCONJ
iogr-1374	124	5	as	as	SCONJ
iogr-1374	124	6	the	the	DET
iogr-1374	124	7	particle	particle	NOUN
iogr-1374	124	8	size	size	NOUN
iogr-1374	124	9	decreases	decrease	VERB
iogr-1374	124	10	,	,	PUNCT
iogr-1374	124	11	the	the	DET
iogr-1374	124	12	fluid	fluid	ADJ
iogr-1374	124	13	loss	loss	NOUN
iogr-1374	124	14	volume	volume	NOUN
iogr-1374	124	15	slightly	slightly	ADV
iogr-1374	124	16	reduces	reduce	VERB
iogr-1374	124	17	.	.	PUNCT
iogr-1374	125	1	specifically	specifically	ADV
iogr-1374	125	2	,	,	PUNCT
iogr-1374	125	3	the	the	DET
iogr-1374	125	4	mud	mud	NOUN
iogr-1374	125	5	sample	sample	NOUN
iogr-1374	125	6	with	with	ADP
iogr-1374	125	7	the	the	DET
iogr-1374	125	8	smallest	small	ADJ
iogr-1374	125	9	particle	particle	NOUN
iogr-1374	125	10	size	size	NOUN
iogr-1374	125	11	(	(	PUNCT
iogr-1374	125	12	<	<	X
iogr-1374	125	13	45	45	NUM
iogr-1374	125	14	 	 	SPACE
iogr-1374	125	15	µm	µm	NOUN
iogr-1374	125	16	,	,	PUNCT
iogr-1374	125	17	mud	mud	NOUN
iogr-1374	125	18	3	3	NUM
iogr-1374	125	19	)	)	PUNCT
iogr-1374	125	20	exhibits	exhibit	VERB
iogr-1374	125	21	the	the	DET
iogr-1374	125	22	lowest	low	ADJ
iogr-1374	125	23	fluid	fluid	ADJ
iogr-1374	125	24	loss	loss	NOUN
iogr-1374	125	25	volume	volume	NOUN
iogr-1374	125	26	,	,	PUNCT
iogr-1374	125	27	reaching	reach	VERB
iogr-1374	125	28	approximately	approximately	ADV
iogr-1374	125	29	12.6	12.6	NUM
iogr-1374	125	30	 	 	SPACE
iogr-1374	125	31	ml	ml	NOUN
iogr-1374	125	32	at	at	ADP
iogr-1374	125	33	30	30	NUM
iogr-1374	125	34	 	 	SPACE
iogr-1374	125	35	minutes	minute	NOUN
iogr-1374	125	36	,	,	PUNCT
iogr-1374	125	37	compared	compare	VERB
iogr-1374	125	38	to	to	ADP
iogr-1374	125	39	13.0	13.0	NUM
iogr-1374	125	40	 	 	SPACE
iogr-1374	125	41	ml	ml	NOUN
iogr-1374	125	42	for	for	ADP
iogr-1374	125	43	the	the	DET
iogr-1374	125	44	larger	large	ADJ
iogr-1374	125	45	particle	particle	NOUN
iogr-1374	125	46	size	size	NOUN
iogr-1374	125	47	samples	sample	NOUN
iogr-1374	125	48	(	(	PUNCT
iogr-1374	125	49	mud	mud	NOUN
iogr-1374	125	50	1	1	NUM
iogr-1374	125	51	and	and	CCONJ
iogr-1374	125	52	mud	mud	NOUN
iogr-1374	125	53	2	2	NUM
iogr-1374	125	54	)	)	PUNCT
iogr-1374	125	55	.	.	PUNCT
iogr-1374	126	1	the	the	DET
iogr-1374	126	2	reduction	reduction	NOUN
iogr-1374	126	3	in	in	ADP
iogr-1374	126	4	fluid	fluid	ADJ
iogr-1374	126	5	loss	loss	NOUN
iogr-1374	126	6	with	with	ADP
iogr-1374	126	7	smaller	small	ADJ
iogr-1374	126	8	particles	particle	NOUN
iogr-1374	126	9	is	be	AUX
iogr-1374	126	10	attributed	attribute	VERB
iogr-1374	126	11	to	to	ADP
iogr-1374	126	12	improved	improved	ADJ
iogr-1374	126	13	particle	particle	NOUN
iogr-1374	126	14	packing	packing	NOUN
iogr-1374	126	15	and	and	CCONJ
iogr-1374	126	16	reduced	reduced	ADJ
iogr-1374	126	17	permeability	permeability	NOUN
iogr-1374	126	18	of	of	ADP
iogr-1374	126	19	the	the	DET
iogr-1374	126	20	filter	filter	NOUN
iogr-1374	126	21	cake	cake	NOUN
iogr-1374	126	22	,	,	PUNCT
iogr-1374	126	23	limiting	limit	VERB
iogr-1374	126	24	water	water	NOUN
iogr-1374	126	25	seepage	seepage	NOUN
iogr-1374	126	26	into	into	ADP
iogr-1374	126	27	the	the	DET
iogr-1374	126	28	formation	formation	NOUN
iogr-1374	126	29	.	.	PUNCT
iogr-1374	127	1	the	the	DET
iogr-1374	127	2	images	image	NOUN
iogr-1374	127	3	of	of	ADP
iogr-1374	127	4	mud	mud	NOUN
iogr-1374	127	5	cakes	cake	NOUN
iogr-1374	127	6	corresponding	correspond	VERB
iogr-1374	127	7	to	to	ADP
iogr-1374	127	8	the	the	DET
iogr-1374	127	9	different	different	ADJ
iogr-1374	127	10	particle	particle	NOUN
iogr-1374	127	11	sizes	size	NOUN
iogr-1374	127	12	show	show	VERB
iogr-1374	127	13	that	that	SCONJ
iogr-1374	127	14	the	the	DET
iogr-1374	127	15	thickness	thickness	NOUN
iogr-1374	127	16	and	and	CCONJ
iogr-1374	127	17	visual	visual	ADJ
iogr-1374	127	18	distribution	distribution	NOUN
iogr-1374	127	19	of	of	ADP
iogr-1374	127	20	the	the	DET
iogr-1374	127	21	mud	mud	NOUN
iogr-1374	127	22	cakes	cake	NOUN
iogr-1374	127	23	are	be	AUX
iogr-1374	127	24	similar	similar	ADJ
iogr-1374	127	25	across	across	ADP
iogr-1374	127	26	all	all	DET
iogr-1374	127	27	samples	sample	NOUN
iogr-1374	127	28	,	,	PUNCT
iogr-1374	127	29	with	with	ADP
iogr-1374	127	30	an	an	DET
iogr-1374	127	31	average	average	ADJ
iogr-1374	127	32	thickness	thickness	NOUN
iogr-1374	127	33	of	of	ADP
iogr-1374	127	34	2	2	NUM
iogr-1374	127	35	 	 	SPACE
iogr-1374	127	36	mm	mm	PROPN
iogr-1374	127	37	(	(	PUNCT
iogr-1374	127	38	table	table	NOUN
iogr-1374	127	39	3	3	NUM
iogr-1374	127	40	)	)	PUNCT
iogr-1374	127	41	.	.	PUNCT
iogr-1374	128	1	despite	despite	SCONJ
iogr-1374	128	2	the	the	DET
iogr-1374	128	3	slight	slight	ADJ
iogr-1374	128	4	reduction	reduction	NOUN
iogr-1374	128	5	in	in	ADP
iogr-1374	128	6	fluid	fluid	ADJ
iogr-1374	128	7	loss	loss	NOUN
iogr-1374	128	8	,	,	PUNCT
iogr-1374	128	9	the	the	DET
iogr-1374	128	10	particle	particle	NOUN
iogr-1374	128	11	size	size	NOUN
iogr-1374	128	12	does	do	AUX
iogr-1374	128	13	not	not	PART
iogr-1374	128	14	significantly	significantly	ADV
iogr-1374	128	15	influence	influence	VERB
iogr-1374	128	16	the	the	DET
iogr-1374	128	17	mud	mud	NOUN
iogr-1374	128	18	cake	cake	NOUN
iogr-1374	128	19	structure	structure	NOUN
iogr-1374	128	20	.	.	PUNCT
iogr-1374	129	1	the	the	DET
iogr-1374	129	2	mud	mud	NOUN
iogr-1374	129	3	cakes	cake	NOUN
iogr-1374	129	4	remain	remain	VERB
iogr-1374	129	5	uniform	uniform	ADJ
iogr-1374	129	6	and	and	CCONJ
iogr-1374	129	7	well	well	ADV
iogr-1374	129	8	-	-	PUNCT
iogr-1374	129	9	distributed	distribute	VERB
iogr-1374	129	10	,	,	PUNCT
iogr-1374	129	11	indicating	indicate	VERB
iogr-1374	129	12	effective	effective	ADJ
iogr-1374	129	13	particle	particle	NOUN
iogr-1374	129	14	bridging	bridging	NOUN
iogr-1374	129	15	and	and	CCONJ
iogr-1374	129	16	filtration	filtration	NOUN
iogr-1374	129	17	control	control	NOUN
iogr-1374	129	18	across	across	ADP
iogr-1374	129	19	the	the	DET
iogr-1374	129	20	tested	test	VERB
iogr-1374	129	21	particle	particle	NOUN
iogr-1374	129	22	sizes	size	NOUN
iogr-1374	129	23	.	.	PUNCT
iogr-1374	130	1	table	table	NOUN
iogr-1374	130	2	3	3	NUM
iogr-1374	130	3	—	—	PUNCT
iogr-1374	130	4	effect	effect	NOUN
iogr-1374	130	5	of	of	ADP
iogr-1374	130	6	opp	opp	PROPN
iogr-1374	130	7	particle	particle	NOUN
iogr-1374	130	8	size	size	NOUN
iogr-1374	130	9	on	on	ADP
iogr-1374	130	10	mud	mud	NOUN
iogr-1374	130	11	weight	weight	NOUN
iogr-1374	130	12	,	,	PUNCT
iogr-1374	130	13	fluid	fluid	ADJ
iogr-1374	130	14	loss	loss	NOUN
iogr-1374	130	15	,	,	PUNCT
iogr-1374	130	16	ph	ph	NOUN
iogr-1374	130	17	and	and	CCONJ
iogr-1374	130	18	mudcake	mudcake	NOUN
iogr-1374	130	19	thickness	thickness	NOUN
iogr-1374	130	20	.	.	PUNCT
iogr-1374	131	1	properties	property	NOUN
iogr-1374	131	2	100	100	NUM
iogr-1374	131	3	-	-	SYM
iogr-1374	131	4	150	150	NUM
iogr-1374	131	5	µm	µm	NUM
iogr-1374	131	6	45	45	NUM
iogr-1374	131	7	-	-	SYM
iogr-1374	131	8	100	100	NUM
iogr-1374	131	9	µm	µm	ADP
iogr-1374	131	10	<	<	X
iogr-1374	131	11	45	45	NUM
iogr-1374	131	12	µm	µm	ADP
iogr-1374	131	13	mud	mud	NOUN
iogr-1374	131	14	1	1	NUM
iogr-1374	131	15	mud	mud	NOUN
iogr-1374	131	16	2	2	NUM
iogr-1374	131	17	mud	mud	NOUN
iogr-1374	131	18	3	3	NUM
iogr-1374	131	19	mud	mud	NOUN
iogr-1374	131	20	weight	weight	NOUN
iogr-1374	131	21	(	(	PUNCT
iogr-1374	131	22	ppg	ppg	PROPN
iogr-1374	131	23	)	)	PUNCT
iogr-1374	131	24	8.6	8.6	NUM
iogr-1374	131	25	8.6	8.6	NUM
iogr-1374	131	26	8.6	8.6	NUM
iogr-1374	131	27	filtration	filtration	NOUN
iogr-1374	131	28	volume	volume	NOUN
iogr-1374	131	29	(	(	PUNCT
iogr-1374	131	30	ml	ml	NOUN
iogr-1374	131	31	)	)	PUNCT
iogr-1374	131	32	13.0	13.0	NUM
iogr-1374	131	33	13.0	13.0	NUM
iogr-1374	131	34	12.6	12.6	NUM
iogr-1374	131	35	ph	ph	NOUN
iogr-1374	131	36	8.7	8.7	NUM
iogr-1374	131	37	8.5	8.5	NUM
iogr-1374	131	38	8.4	8.4	NUM
iogr-1374	131	39	mud	mud	NOUN
iogr-1374	131	40	cake	cake	NOUN
iogr-1374	131	41	(	(	PUNCT
iogr-1374	131	42	mm	mm	NOUN
iogr-1374	131	43	)	)	PUNCT
iogr-1374	131	44	2	2	NUM
iogr-1374	131	45	2	2	NUM
iogr-1374	131	46	2	2	NUM
iogr-1374	131	47	improved	improve	VERB
iogr-1374	131	48	oil	oil	NOUN
iogr-1374	131	49	and	and	CCONJ
iogr-1374	131	50	gas	gas	NOUN
iogr-1374	131	51	recovery	recovery	NOUN
iogr-1374	131	52	8	8	NUM
iogr-1374	131	53	figure	figure	NOUN
iogr-1374	131	54	9	9	NUM
iogr-1374	131	55	—	—	PUNCT
iogr-1374	131	56	fluid	fluid	ADJ
iogr-1374	131	57	losses	loss	NOUN
iogr-1374	131	58	volume	volume	NOUN
iogr-1374	131	59	and	and	CCONJ
iogr-1374	131	60	mud	mud	NOUN
iogr-1374	131	61	cakes	cake	NOUN
iogr-1374	131	62	of	of	ADP
iogr-1374	131	63	different	different	ADJ
iogr-1374	131	64	particle	particle	NOUN
iogr-1374	131	65	size	size	NOUN
iogr-1374	131	66	samples	sample	NOUN
iogr-1374	131	67	.	.	PUNCT
iogr-1374	132	1	these	these	DET
iogr-1374	132	2	results	result	NOUN
iogr-1374	132	3	indicate	indicate	VERB
iogr-1374	132	4	that	that	SCONJ
iogr-1374	132	5	opp	opp	PROPN
iogr-1374	132	6	particles	particle	NOUN
iogr-1374	132	7	smaller	small	ADJ
iogr-1374	132	8	than	than	ADP
iogr-1374	132	9	45	45	NUM
iogr-1374	132	10	 	 	SPACE
iogr-1374	132	11	µm	µm	PART
iogr-1374	132	12	provide	provide	VERB
iogr-1374	132	13	the	the	DET
iogr-1374	132	14	most	most	ADV
iogr-1374	132	15	effective	effective	ADJ
iogr-1374	132	16	reduction	reduction	NOUN
iogr-1374	132	17	in	in	ADP
iogr-1374	132	18	fluid	fluid	ADJ
iogr-1374	132	19	loss	loss	NOUN
iogr-1374	132	20	without	without	ADP
iogr-1374	132	21	while	while	SCONJ
iogr-1374	132	22	maintaining	maintain	VERB
iogr-1374	132	23	the	the	DET
iogr-1374	132	24	structural	structural	ADJ
iogr-1374	132	25	integrity	integrity	NOUN
iogr-1374	132	26	of	of	ADP
iogr-1374	132	27	the	the	DET
iogr-1374	132	28	mud	mud	NOUN
iogr-1374	132	29	cake	cake	NOUN
iogr-1374	132	30	.	.	PUNCT
iogr-1374	133	1	therefore	therefore	ADV
iogr-1374	133	2	,	,	PUNCT
iogr-1374	133	3	this	this	DET
iogr-1374	133	4	particle	particle	NOUN
iogr-1374	133	5	size	size	NOUN
iogr-1374	133	6	was	be	AUX
iogr-1374	133	7	selected	select	VERB
iogr-1374	133	8	for	for	ADP
iogr-1374	133	9	further	further	ADJ
iogr-1374	133	10	investigation	investigation	NOUN
iogr-1374	133	11	into	into	ADP
iogr-1374	133	12	opp	opp	PROPN
iogr-1374	133	13	impact	impact	NOUN
iogr-1374	133	14	on	on	ADP
iogr-1374	133	15	drilling	drill	VERB
iogr-1374	133	16	fluid	fluid	ADJ
iogr-1374	133	17	performance	performance	NOUN
iogr-1374	133	18	.	.	PUNCT
iogr-1374	134	1	effect	effect	NOUN
iogr-1374	134	2	of	of	ADP
iogr-1374	134	3	opp	opp	PROPN
iogr-1374	134	4	concentrations	concentration	NOUN
iogr-1374	134	5	.	.	PUNCT
iogr-1374	135	1	figure	figure	NOUN
iogr-1374	135	2	10a	10a	PROPN
iogr-1374	135	3	shows	show	VERB
iogr-1374	135	4	the	the	DET
iogr-1374	135	5	variation	variation	NOUN
iogr-1374	135	6	in	in	ADP
iogr-1374	135	7	plastic	plastic	ADJ
iogr-1374	135	8	viscosity	viscosity	NOUN
iogr-1374	135	9	pv	pv	NOUN
iogr-1374	135	10	and	and	CCONJ
iogr-1374	135	11	yp	yp	NOUN
iogr-1374	135	12	with	with	ADP
iogr-1374	135	13	increasing	increase	VERB
iogr-1374	135	14	opp	opp	PRON
iogr-1374	135	15	concentration	concentration	NOUN
iogr-1374	135	16	from	from	ADP
iogr-1374	135	17	0.5%wt	0.5%wt	PROPN
iogr-1374	135	18	(	(	PUNCT
iogr-1374	135	19	mud	mud	NOUN
iogr-1374	135	20	4	4	NUM
iogr-1374	135	21	)	)	PUNCT
iogr-1374	135	22	to	to	ADP
iogr-1374	135	23	1.5%wt	1.5%wt	NUM
iogr-1374	135	24	(	(	PUNCT
iogr-1374	135	25	mud	mud	NOUN
iogr-1374	135	26	8)	8)	NUM
iogr-1374	135	27	.	.	PUNCT
iogr-1374	136	1	compared	compare	VERB
iogr-1374	136	2	to	to	ADP
iogr-1374	136	3	the	the	DET
iogr-1374	136	4	base	base	NOUN
iogr-1374	136	5	fluid	fluid	NOUN
iogr-1374	136	6	,	,	PUNCT
iogr-1374	136	7	yp	yp	PROPN
iogr-1374	136	8	decreased	decrease	VERB
iogr-1374	136	9	significantly	significantly	ADV
iogr-1374	136	10	from	from	ADP
iogr-1374	136	11	12	12	NUM
iogr-1374	136	12	 	 	SPACE
iogr-1374	136	13	lb/100ft²	lb/100ft²	NOUN
iogr-1374	136	14	to	to	ADP
iogr-1374	136	15	6	6	NUM
iogr-1374	136	16	 	 	SPACE
iogr-1374	136	17	lb/100ft²	lb/100ft²	NOUN
iogr-1374	136	18	at	at	ADP
iogr-1374	136	19	mud	mud	NOUN
iogr-1374	136	20	5	5	NUM
iogr-1374	136	21	(	(	PUNCT
iogr-1374	136	22	0.75%wt	0.75%wt	NUM
iogr-1374	136	23	opp	opp	X
iogr-1374	136	24	)	)	PUNCT
iogr-1374	136	25	.	.	PUNCT
iogr-1374	137	1	as	as	SCONJ
iogr-1374	137	2	the	the	DET
iogr-1374	137	3	concentration	concentration	NOUN
iogr-1374	137	4	increased	increase	VERB
iogr-1374	137	5	to	to	ADP
iogr-1374	137	6	1.5%wt	1.5%wt	NUM
iogr-1374	137	7	,	,	PUNCT
iogr-1374	137	8	yp	yp	PROPN
iogr-1374	137	9	gradually	gradually	ADV
iogr-1374	137	10	recovered	recover	VERB
iogr-1374	137	11	but	but	CCONJ
iogr-1374	137	12	remained	remain	VERB
iogr-1374	137	13	lower	low	ADJ
iogr-1374	137	14	than	than	ADP
iogr-1374	137	15	the	the	DET
iogr-1374	137	16	base	base	NOUN
iogr-1374	137	17	sample	sample	NOUN
iogr-1374	137	18	.	.	PUNCT
iogr-1374	138	1	pv	pv	PROPN
iogr-1374	138	2	initially	initially	ADV
iogr-1374	138	3	increased	increase	VERB
iogr-1374	138	4	slightly	slightly	ADV
iogr-1374	138	5	between	between	ADP
iogr-1374	138	6	mud	mud	NOUN
iogr-1374	138	7	4	4	NUM
iogr-1374	138	8	and	and	CCONJ
iogr-1374	138	9	mud	mud	NOUN
iogr-1374	138	10	6	6	NUM
iogr-1374	138	11	,	,	PUNCT
iogr-1374	138	12	peaking	peak	VERB
iogr-1374	138	13	at	at	ADP
iogr-1374	138	14	7	7	NUM
iogr-1374	138	15	 	 	SPACE
iogr-1374	138	16	cp	cp	NOUN
iogr-1374	138	17	before	before	ADP
iogr-1374	138	18	declining	decline	VERB
iogr-1374	138	19	at	at	ADP
iogr-1374	138	20	higher	high	ADJ
iogr-1374	138	21	concentrations	concentration	NOUN
iogr-1374	138	22	.	.	PUNCT
iogr-1374	139	1	the	the	DET
iogr-1374	139	2	drop	drop	NOUN
iogr-1374	139	3	in	in	ADP
iogr-1374	139	4	yp	yp	PROPN
iogr-1374	139	5	,	,	PUNCT
iogr-1374	139	6	coupled	couple	VERB
iogr-1374	139	7	with	with	ADP
iogr-1374	139	8	minimal	minimal	ADJ
iogr-1374	139	9	pv	pv	NOUN
iogr-1374	139	10	changes	change	NOUN
iogr-1374	139	11	,	,	PUNCT
iogr-1374	139	12	suggests	suggest	VERB
iogr-1374	139	13	that	that	SCONJ
iogr-1374	139	14	opp	opp	PROPN
iogr-1374	139	15	disrupts	disrupt	VERB
iogr-1374	139	16	the	the	DET
iogr-1374	139	17	fluid	fluid	NOUN
iogr-1374	139	18	’s	’s	PART
iogr-1374	139	19	initial	initial	ADJ
iogr-1374	139	20	structural	structural	ADJ
iogr-1374	139	21	integrity	integrity	NOUN
iogr-1374	139	22	,	,	PUNCT
iogr-1374	139	23	but	but	CCONJ
iogr-1374	139	24	higher	high	ADJ
iogr-1374	139	25	concentrations	concentration	NOUN
iogr-1374	139	26	help	help	VERB
iogr-1374	139	27	stabilize	stabilize	VERB
iogr-1374	139	28	suspension	suspension	NOUN
iogr-1374	139	29	capabilities	capability	NOUN
iogr-1374	139	30	.	.	PUNCT
iogr-1374	140	1	figure	figure	NOUN
iogr-1374	140	2	10b	10b	NOUN
iogr-1374	140	3	illustrates	illustrate	VERB
iogr-1374	140	4	the	the	DET
iogr-1374	140	5	effect	effect	NOUN
iogr-1374	140	6	of	of	ADP
iogr-1374	140	7	opp	opp	PROPN
iogr-1374	140	8	concentration	concentration	NOUN
iogr-1374	140	9	on	on	ADP
iogr-1374	140	10	both	both	DET
iogr-1374	140	11	gel	gel	NOUN
iogr-1374	140	12	strength	strength	NOUN
iogr-1374	140	13	values	value	NOUN
iogr-1374	140	14	.	.	PUNCT
iogr-1374	141	1	as	as	SCONJ
iogr-1374	141	2	opp	opp	PROPN
iogr-1374	141	3	concentration	concentration	NOUN
iogr-1374	141	4	increased	increase	VERB
iogr-1374	141	5	,	,	PUNCT
iogr-1374	141	6	gel	gel	NOUN
iogr-1374	141	7	strength	strength	NOUN
iogr-1374	141	8	showed	show	VERB
iogr-1374	141	9	a	a	DET
iogr-1374	141	10	noticeable	noticeable	ADJ
iogr-1374	141	11	reduction	reduction	NOUN
iogr-1374	141	12	.	.	PUNCT
iogr-1374	142	1	gel	gel	NOUN
iogr-1374	142	2	10s	10	NOUN
iogr-1374	142	3	decreased	decrease	VERB
iogr-1374	142	4	by	by	ADP
iogr-1374	142	5	half	half	NOUN
iogr-1374	142	6	,	,	PUNCT
iogr-1374	142	7	while	while	SCONJ
iogr-1374	142	8	gel	gel	NOUN
iogr-1374	142	9	10	10	NUM
iogr-1374	142	10	m	m	VERB
iogr-1374	142	11	dropped	drop	VERB
iogr-1374	142	12	from	from	ADP
iogr-1374	142	13	33	33	NUM
iogr-1374	142	14	lb/100	lb/100	ADJ
iogr-1374	142	15	ft²	ft²	NOUN
iogr-1374	142	16	(	(	PUNCT
iogr-1374	142	17	base	base	NOUN
iogr-1374	142	18	sample	sample	NOUN
iogr-1374	142	19	)	)	PUNCT
iogr-1374	142	20	to	to	ADP
iogr-1374	142	21	23	23	NUM
iogr-1374	142	22	lb/100	lb/100	NOUN
iogr-1374	142	23	ft²	ft²	VERB
iogr-1374	142	24	at	at	ADP
iogr-1374	142	25	mud	mud	NOUN
iogr-1374	142	26	8	8	NUM
iogr-1374	142	27	(	(	PUNCT
iogr-1374	142	28	1.5%wt	1.5%wt	NUM
iogr-1374	142	29	opp	opp	PROPN
iogr-1374	142	30	)	)	PUNCT
iogr-1374	142	31	.	.	PUNCT
iogr-1374	143	1	the	the	DET
iogr-1374	143	2	most	most	ADV
iogr-1374	143	3	significant	significant	ADJ
iogr-1374	143	4	drop	drop	NOUN
iogr-1374	143	5	occurred	occur	VERB
iogr-1374	143	6	between	between	ADP
iogr-1374	143	7	the	the	DET
iogr-1374	143	8	base	base	NOUN
iogr-1374	143	9	sample	sample	NOUN
iogr-1374	143	10	and	and	CCONJ
iogr-1374	143	11	mud	mud	NOUN
iogr-1374	143	12	4	4	NUM
iogr-1374	143	13	(	(	PUNCT
iogr-1374	143	14	0.5%wt	0.5%wt	PROPN
iogr-1374	143	15	opp	opp	PROPN
iogr-1374	143	16	)	)	PUNCT
iogr-1374	143	17	,	,	PUNCT
iogr-1374	143	18	with	with	ADP
iogr-1374	143	19	further	further	ADJ
iogr-1374	143	20	increases	increase	NOUN
iogr-1374	143	21	in	in	ADP
iogr-1374	143	22	concentration	concentration	NOUN
iogr-1374	143	23	having	have	VERB
iogr-1374	143	24	minimal	minimal	ADJ
iogr-1374	143	25	additional	additional	ADJ
iogr-1374	143	26	impact	impact	NOUN
iogr-1374	143	27	.	.	PUNCT
iogr-1374	144	1	despite	despite	SCONJ
iogr-1374	144	2	these	these	DET
iogr-1374	144	3	reductions	reduction	NOUN
iogr-1374	144	4	,	,	PUNCT
iogr-1374	144	5	gel	gel	NOUN
iogr-1374	144	6	strength	strength	NOUN
iogr-1374	144	7	values	value	NOUN
iogr-1374	144	8	across	across	ADP
iogr-1374	144	9	all	all	DET
iogr-1374	144	10	opp	opp	ADJ
iogr-1374	144	11	-	-	PUNCT
iogr-1374	144	12	modified	modify	VERB
iogr-1374	144	13	samples	sample	NOUN
iogr-1374	144	14	remained	remain	VERB
iogr-1374	144	15	within	within	ADP
iogr-1374	144	16	recommended	recommend	VERB
iogr-1374	144	17	limits	limit	NOUN
iogr-1374	144	18	,	,	PUNCT
iogr-1374	144	19	ensuring	ensure	VERB
iogr-1374	144	20	adequate	adequate	ADJ
iogr-1374	144	21	cuttings	cutting	NOUN
iogr-1374	144	22	suspension	suspension	NOUN
iogr-1374	144	23	and	and	CCONJ
iogr-1374	144	24	wellbore	wellbore	NOUN
iogr-1374	144	25	stability	stability	NOUN
iogr-1374	144	26	during	during	ADP
iogr-1374	144	27	drilling	drilling	NOUN
iogr-1374	144	28	operations	operation	NOUN
iogr-1374	144	29	.	.	PUNCT
iogr-1374	145	1	improved	improve	VERB
iogr-1374	145	2	oil	oil	NOUN
iogr-1374	145	3	and	and	CCONJ
iogr-1374	145	4	gas	gas	NOUN
iogr-1374	145	5	recovery	recovery	NOUN
iogr-1374	145	6	9	9	NUM
iogr-1374	145	7	figure	figure	NOUN
iogr-1374	145	8	10	10	NUM
iogr-1374	145	9	—	—	PUNCT
iogr-1374	145	10	influence	influence	NOUN
iogr-1374	145	11	of	of	ADP
iogr-1374	145	12	opp	opp	PROPN
iogr-1374	145	13	concentrations	concentration	NOUN
iogr-1374	145	14	on	on	ADP
iogr-1374	145	15	(	(	PUNCT
iogr-1374	145	16	a	a	DET
iogr-1374	145	17	)	)	PUNCT
iogr-1374	145	18	rheology	rheology	NOUN
iogr-1374	145	19	parameters	parameter	NOUN
iogr-1374	145	20	(	(	PUNCT
iogr-1374	145	21	b	b	NOUN
iogr-1374	145	22	)	)	PUNCT
iogr-1374	145	23	gel	gel	NOUN
iogr-1374	145	24	strength	strength	NOUN
iogr-1374	145	25	characteristic	characteristic	ADJ
iogr-1374	145	26	.	.	PUNCT
iogr-1374	146	1	the	the	DET
iogr-1374	146	2	rheological	rheological	ADJ
iogr-1374	146	3	parameters	parameter	NOUN
iogr-1374	146	4	for	for	ADP
iogr-1374	146	5	the	the	DET
iogr-1374	146	6	three	three	NUM
iogr-1374	146	7	models	model	NOUN
iogr-1374	146	8	are	be	AUX
iogr-1374	146	9	presented	present	VERB
iogr-1374	146	10	in	in	ADP
iogr-1374	146	11	table	table	NOUN
iogr-1374	146	12	4	4	NUM
iogr-1374	146	13	.	.	PUNCT
iogr-1374	147	1	among	among	ADP
iogr-1374	147	2	the	the	DET
iogr-1374	147	3	models	model	NOUN
iogr-1374	147	4	,	,	PUNCT
iogr-1374	147	5	the	the	DET
iogr-1374	147	6	bingham	bingham	PROPN
iogr-1374	147	7	plastic	plastic	NOUN
iogr-1374	147	8	model	model	NOUN
iogr-1374	147	9	exhibited	exhibit	VERB
iogr-1374	147	10	the	the	DET
iogr-1374	147	11	least	least	ADV
iogr-1374	147	12	accurate	accurate	ADJ
iogr-1374	147	13	fit	fit	NOUN
iogr-1374	147	14	.	.	PUNCT
iogr-1374	148	1	the	the	DET
iogr-1374	148	2	r2	r2	PROPN
iogr-1374	148	3	values	value	NOUN
iogr-1374	148	4	ranged	range	VERB
iogr-1374	148	5	from	from	ADP
iogr-1374	148	6	0.92	0.92	NUM
iogr-1374	148	7	to	to	ADP
iogr-1374	148	8	0.97	0.97	NUM
iogr-1374	148	9	,	,	PUNCT
iogr-1374	148	10	while	while	SCONJ
iogr-1374	148	11	rmse	rmse	ADJ
iogr-1374	148	12	values	value	NOUN
iogr-1374	148	13	remained	remain	VERB
iogr-1374	148	14	relatively	relatively	ADV
iogr-1374	148	15	high	high	ADJ
iogr-1374	148	16	(	(	PUNCT
iogr-1374	148	17	1.2674	1.2674	NUM
iogr-1374	148	18	-	-	SYM
iogr-1374	148	19	1.6799	1.6799	NUM
iogr-1374	148	20	)	)	PUNCT
iogr-1374	148	21	,	,	PUNCT
iogr-1374	148	22	indicating	indicate	VERB
iogr-1374	148	23	lower	low	ADJ
iogr-1374	148	24	predictive	predictive	ADJ
iogr-1374	148	25	accuracy	accuracy	NOUN
iogr-1374	148	26	.	.	PUNCT
iogr-1374	149	1	the	the	DET
iogr-1374	149	2	power	power	NOUN
iogr-1374	149	3	law	law	NOUN
iogr-1374	149	4	model	model	NOUN
iogr-1374	149	5	proved	prove	VERB
iogr-1374	149	6	improved	improved	ADJ
iogr-1374	149	7	performance	performance	NOUN
iogr-1374	149	8	,	,	PUNCT
iogr-1374	149	9	with	with	ADP
iogr-1374	149	10	r2	r2	PROPN
iogr-1374	149	11	values	value	NOUN
iogr-1374	149	12	between	between	ADP
iogr-1374	149	13	0.9747	0.9747	NUM
iogr-1374	149	14	and	and	CCONJ
iogr-1374	149	15	0.9878	0.9878	NUM
iogr-1374	149	16	,	,	PUNCT
iogr-1374	149	17	and	and	CCONJ
iogr-1374	149	18	lower	low	ADJ
iogr-1374	149	19	rmse	rmse	ADJ
iogr-1374	149	20	values	value	NOUN
iogr-1374	149	21	compared	compare	VERB
iogr-1374	149	22	to	to	ADP
iogr-1374	149	23	the	the	DET
iogr-1374	149	24	bingham	bingham	PROPN
iogr-1374	149	25	model	model	NOUN
iogr-1374	149	26	.	.	PUNCT
iogr-1374	150	1	however	however	ADV
iogr-1374	150	2	,	,	PUNCT
iogr-1374	150	3	this	this	DET
iogr-1374	150	4	model	model	NOUN
iogr-1374	150	5	did	do	AUX
iogr-1374	150	6	not	not	PART
iogr-1374	150	7	entirely	entirely	ADV
iogr-1374	150	8	account	account	VERB
iogr-1374	150	9	for	for	ADP
iogr-1374	150	10	the	the	DET
iogr-1374	150	11	nonlinear	nonlinear	ADJ
iogr-1374	150	12	flow	flow	NOUN
iogr-1374	150	13	behavior	behavior	NOUN
iogr-1374	150	14	of	of	ADP
iogr-1374	150	15	the	the	DET
iogr-1374	150	16	fluid	fluid	NOUN
iogr-1374	150	17	.	.	PUNCT
iogr-1374	151	1	among	among	ADP
iogr-1374	151	2	the	the	DET
iogr-1374	151	3	three	three	NUM
iogr-1374	151	4	models	model	NOUN
iogr-1374	151	5	,	,	PUNCT
iogr-1374	151	6	the	the	DET
iogr-1374	151	7	herschel	herschel	PROPN
iogr-1374	151	8	-	-	PUNCT
iogr-1374	151	9	bulkley	bulkley	PROPN
iogr-1374	151	10	model	model	NOUN
iogr-1374	151	11	provided	provide	VERB
iogr-1374	151	12	the	the	DET
iogr-1374	151	13	most	most	ADV
iogr-1374	151	14	precise	precise	ADJ
iogr-1374	151	15	fit	fit	NOUN
iogr-1374	151	16	,	,	PUNCT
iogr-1374	151	17	achieving	achieve	VERB
iogr-1374	151	18	r²	r²	NOUN
iogr-1374	151	19	values	value	NOUN
iogr-1374	151	20	above	above	ADP
iogr-1374	151	21	0.99	0.99	NUM
iogr-1374	151	22	in	in	ADP
iogr-1374	151	23	most	most	ADJ
iogr-1374	151	24	cases	case	NOUN
iogr-1374	151	25	and	and	CCONJ
iogr-1374	151	26	rmse	rmse	ADJ
iogr-1374	151	27	values	value	NOUN
iogr-1374	151	28	within	within	ADP
iogr-1374	151	29	an	an	DET
iogr-1374	151	30	acceptable	acceptable	ADJ
iogr-1374	151	31	range	range	NOUN
iogr-1374	151	32	.	.	PUNCT
iogr-1374	152	1	the	the	DET
iogr-1374	152	2	flow	flow	NOUN
iogr-1374	152	3	behavior	behavior	NOUN
iogr-1374	152	4	index	index	NOUN
iogr-1374	152	5	(	(	PUNCT
iogr-1374	152	6	𝑛	𝑛	NOUN
iogr-1374	152	7	)	)	PUNCT
iogr-1374	152	8	remained	remain	VERB
iogr-1374	152	9	below	below	ADP
iogr-1374	152	10	1	1	NUM
iogr-1374	152	11	,	,	PUNCT
iogr-1374	152	12	confirming	confirm	VERB
iogr-1374	152	13	that	that	SCONJ
iogr-1374	152	14	the	the	DET
iogr-1374	152	15	fluid	fluid	NOUN
iogr-1374	152	16	exhibited	exhibit	VERB
iogr-1374	152	17	shear	shear	NOUN
iogr-1374	152	18	-	-	PUNCT
iogr-1374	152	19	thinning	thin	VERB
iogr-1374	152	20	characteristics	characteristic	NOUN
iogr-1374	152	21	.	.	PUNCT
iogr-1374	153	1	the	the	DET
iogr-1374	153	2	incorporation	incorporation	NOUN
iogr-1374	153	3	of	of	ADP
iogr-1374	153	4	opp	opp	PROPN
iogr-1374	153	5	led	lead	VERB
iogr-1374	153	6	to	to	ADP
iogr-1374	153	7	an	an	DET
iogr-1374	153	8	increase	increase	NOUN
iogr-1374	153	9	in	in	ADP
iogr-1374	153	10	𝑛	𝑛	PRON
iogr-1374	153	11	up	up	ADP
iogr-1374	153	12	to	to	ADP
iogr-1374	153	13	1%wt	1%wt	NUM
iogr-1374	153	14	(	(	PUNCT
iogr-1374	153	15	mud	mud	NOUN
iogr-1374	153	16	6	6	NUM
iogr-1374	153	17	)	)	PUNCT
iogr-1374	153	18	,	,	PUNCT
iogr-1374	153	19	but	but	CCONJ
iogr-1374	153	20	further	far	ADV
iogr-1374	153	21	increasing	increase	VERB
iogr-1374	153	22	the	the	DET
iogr-1374	153	23	concentration	concentration	NOUN
iogr-1374	153	24	(	(	PUNCT
iogr-1374	153	25	mud	mud	NOUN
iogr-1374	153	26	7	7	NUM
iogr-1374	153	27	and	and	CCONJ
iogr-1374	153	28	mud	mud	NOUN
iogr-1374	153	29	8)	8)	NUM
iogr-1374	153	30	resulted	result	VERB
iogr-1374	153	31	in	in	ADP
iogr-1374	153	32	a	a	DET
iogr-1374	153	33	decline	decline	NOUN
iogr-1374	153	34	,	,	PUNCT
iogr-1374	153	35	suggesting	suggest	VERB
iogr-1374	153	36	that	that	SCONJ
iogr-1374	153	37	excessive	excessive	ADJ
iogr-1374	153	38	opp	opp	PRON
iogr-1374	153	39	slightly	slightly	ADV
iogr-1374	153	40	diminished	diminish	VERB
iogr-1374	153	41	the	the	DET
iogr-1374	153	42	shear	shear	NOUN
iogr-1374	153	43	-	-	PUNCT
iogr-1374	153	44	thinning	thin	VERB
iogr-1374	153	45	effect	effect	NOUN
iogr-1374	153	46	.	.	PUNCT
iogr-1374	154	1	table	table	NOUN
iogr-1374	154	2	4	4	NUM
iogr-1374	154	3	—	—	PUNCT
iogr-1374	154	4	parameters	parameter	NOUN
iogr-1374	154	5	of	of	ADP
iogr-1374	154	6	rheological	rheological	ADJ
iogr-1374	154	7	models	model	NOUN
iogr-1374	154	8	.	.	PUNCT
iogr-1374	155	1	model	model	NOUN
iogr-1374	155	2	parameters	parameter	NOUN
iogr-1374	155	3	base	base	VERB
iogr-1374	155	4	mud	mud	NOUN
iogr-1374	155	5	4	4	NUM
iogr-1374	155	6	(	(	PUNCT
iogr-1374	155	7	0.5	0.5	NUM
iogr-1374	155	8	%	%	NOUN
iogr-1374	155	9	opp	opp	NOUN
iogr-1374	155	10	)	)	PUNCT
iogr-1374	155	11	mud	mud	NOUN
iogr-1374	155	12	5	5	NUM
iogr-1374	155	13	(	(	PUNCT
iogr-1374	155	14	0.75	0.75	NUM
iogr-1374	155	15	%	%	NOUN
iogr-1374	155	16	opp	opp	ADJ
iogr-1374	155	17	)	)	PUNCT
iogr-1374	155	18	mud	mud	NOUN
iogr-1374	155	19	6	6	NUM
iogr-1374	155	20	(	(	PUNCT
iogr-1374	155	21	1	1	NUM
iogr-1374	155	22	%	%	NOUN
iogr-1374	155	23	opp	opp	ADJ
iogr-1374	155	24	)	)	PUNCT
iogr-1374	155	25	mud	mud	NOUN
iogr-1374	155	26	7	7	NUM
iogr-1374	155	27	(	(	PUNCT
iogr-1374	155	28	1.25	1.25	NUM
iogr-1374	155	29	%	%	NOUN
iogr-1374	155	30	opp	opp	ADJ
iogr-1374	155	31	)	)	PUNCT
iogr-1374	155	32	mud	mud	NOUN
iogr-1374	155	33	8	8	NUM
iogr-1374	155	34	(	(	PUNCT
iogr-1374	155	35	1.5	1.5	NUM
iogr-1374	155	36	%	%	NOUN
iogr-1374	155	37	opp	opp	PROPN
iogr-1374	155	38	)	)	PUNCT
iogr-1374	155	39	hershel	hershel	PROPN
iogr-1374	155	40	bulkley	bulkley	PROPN
iogr-1374	155	41	k	k	PROPN
iogr-1374	156	1	0.5995	0.5995	NUM
iogr-1374	156	2	0.4357	0.4357	NUM
iogr-1374	156	3	0.1327	0.1327	NUM
iogr-1374	156	4	0.1841	0.1841	NUM
iogr-1374	156	5	0.5663	0.5663	NUM
iogr-1374	156	6	0.5009	0.5009	NUM
iogr-1374	156	7	n	n	DET
iogr-1374	156	8	0.5051	0.5051	NUM
iogr-1374	156	9	0.5497	0.5497	NUM
iogr-1374	156	10	0.7137	0.7137	NUM
iogr-1374	156	11	0.6710	0.6710	NUM
iogr-1374	156	12	0.5133	0.5133	NUM
iogr-1374	156	13	0.5314	0.5314	NUM
iogr-1374	156	14	τ0	τ0	NOUN
iogr-1374	156	15	3.7431	3.7431	NUM
iogr-1374	156	16	1.8478	1.8478	NUM
iogr-1374	156	17	2.6059	2.6059	NUM
iogr-1374	156	18	2.2669	2.2669	NUM
iogr-1374	156	19	1.5607	1.5607	NUM
iogr-1374	156	20	1.9745	1.9745	NUM
iogr-1374	156	21	rmse	rmse	NOUN
iogr-1374	156	22	0.2939	0.2939	NUM
iogr-1374	156	23	0.4588	0.4588	NUM
iogr-1374	156	24	0.3758	0.3758	NUM
iogr-1374	156	25	0.7897	0.7897	NUM
iogr-1374	156	26	0.6528	0.6528	NUM
iogr-1374	156	27	0.6185	0.6185	NUM
iogr-1374	156	28	r2	r2	NOUN
iogr-1374	156	29	0.9976	0.9976	NUM
iogr-1374	156	30	0.9941	0.9941	NUM
iogr-1374	156	31	0.9959	0.9959	NUM
iogr-1374	156	32	0.9830	0.9830	NUM
iogr-1374	156	33	0.9882	0.9882	NUM
iogr-1374	156	34	0.9896	0.9896	NUM
iogr-1374	156	35	power	power	NOUN
iogr-1374	156	36	law	law	NOUN
iogr-1374	156	37	k	k	PROPN
iogr-1374	156	38	2.2079	2.2079	NUM
iogr-1374	156	39	0.9904	0.9904	NUM
iogr-1374	156	40	0.6457	0.6457	NUM
iogr-1374	156	41	0.6506	0.6506	NUM
iogr-1374	156	42	1.0800	1.0800	NUM
iogr-1374	156	43	1.1368	1.1368	NUM
iogr-1374	156	44	n	n	PRON
iogr-1374	156	45	0.3365	0.3365	NUM
iogr-1374	156	46	0.4410	0.4410	NUM
iogr-1374	156	47	0.4987	0.4987	NUM
iogr-1374	156	48	0.5005	0.5005	NUM
iogr-1374	156	49	0.4285	0.4285	NUM
iogr-1374	156	50	0.4237	0.4237	NUM
iogr-1374	156	51	rmse	rmse	NOUN
iogr-1374	156	52	0.8899	0.8899	NUM
iogr-1374	156	53	0.6619	0.6619	NUM
iogr-1374	156	54	0.9340	0.9340	NUM
iogr-1374	156	55	1.0784	1.0784	NUM
iogr-1374	156	56	0.7530	0.7530	NUM
iogr-1374	156	57	0.7921	0.7921	NUM
iogr-1374	156	58	r2	r2	NOUN
iogr-1374	156	59	0.9824	0.9824	NUM
iogr-1374	156	60	0.9878	0.9878	NUM
iogr-1374	156	61	0.9747	0.9747	NUM
iogr-1374	156	62	0.9683	0.9683	NUM
iogr-1374	156	63	0.9843	0.9843	NUM
iogr-1374	156	64	0.9829	0.9829	NUM
iogr-1374	156	65	bingham	bingham	PROPN
iogr-1374	156	66	plastic	plastic	NOUN
iogr-1374	156	67	µp	µp	PROPN
iogr-1374	156	68	0.0176	0.0176	NUM
iogr-1374	156	69	0.0178	0.0178	NUM
iogr-1374	156	70	0.0178	0.0178	NUM
iogr-1374	156	71	0.0181	0.0181	NUM
iogr-1374	156	72	0.0177	0.0177	NUM
iogr-1374	156	73	0.0178	0.0178	NUM
iogr-1374	156	74	τ0	τ0	NOUN
iogr-1374	156	75	7.2698	7.2698	NUM
iogr-1374	156	76	4.8131	4.8131	NUM
iogr-1374	156	77	4.0222	4.0222	NUM
iogr-1374	156	78	4.0507	4.0507	NUM
iogr-1374	156	79	4.9833	4.9833	NUM
iogr-1374	156	80	5.2021	5.2021	NUM
iogr-1374	156	81	rmse	rmse	NOUN
iogr-1374	156	82	1.2674	1.2674	NUM
iogr-1374	156	83	1.4985	1.4985	NUM
iogr-1374	156	84	0.8985	0.8985	NUM
iogr-1374	156	85	1.2857	1.2857	NUM
iogr-1374	156	86	1.6844	1.6844	NUM
iogr-1374	156	87	1.6799	1.6799	NUM
iogr-1374	156	88	r2	r2	NOUN
iogr-1374	156	89	0.9274	0.9274	NUM
iogr-1374	156	90	0.9376	0.9376	NUM
iogr-1374	156	91	0.9765	0.9765	NUM
iogr-1374	156	92	0.9550	0.9550	NUM
iogr-1374	156	93	0.9214	0.9214	NUM
iogr-1374	156	94	0.923	0.923	NUM
iogr-1374	156	95	1	1	NUM
iogr-1374	156	96	figure	figure	NOUN
iogr-1374	156	97	11	11	NUM
iogr-1374	156	98	presents	present	VERB
iogr-1374	156	99	the	the	DET
iogr-1374	156	100	fluid	fluid	ADJ
iogr-1374	156	101	loss	loss	NOUN
iogr-1374	156	102	volume	volume	NOUN
iogr-1374	156	103	after	after	ADP
iogr-1374	156	104	30	30	NUM
iogr-1374	156	105	minutes	minute	NOUN
iogr-1374	156	106	for	for	ADP
iogr-1374	156	107	drilling	drill	VERB
iogr-1374	156	108	fluid	fluid	NOUN
iogr-1374	156	109	samples	sample	NOUN
iogr-1374	156	110	with	with	ADP
iogr-1374	156	111	varying	vary	VERB
iogr-1374	156	112	opp	opp	ADJ
iogr-1374	156	113	concentrations	concentration	NOUN
iogr-1374	156	114	.	.	PUNCT
iogr-1374	157	1	the	the	DET
iogr-1374	157	2	finding	finding	NOUN
iogr-1374	157	3	shows	show	VERB
iogr-1374	157	4	a	a	DET
iogr-1374	157	5	notable	notable	ADJ
iogr-1374	157	6	decrease	decrease	NOUN
iogr-1374	157	7	in	in	ADP
iogr-1374	157	8	fluid	fluid	ADJ
iogr-1374	157	9	loss	loss	NOUN
iogr-1374	157	10	as	as	ADP
iogr-1374	157	11	opp	opp	PROPN
iogr-1374	157	12	concentration	concentration	NOUN
iogr-1374	157	13	increases	increase	NOUN
iogr-1374	157	14	,	,	PUNCT
iogr-1374	157	15	with	with	ADP
iogr-1374	157	16	the	the	DET
iogr-1374	157	17	most	most	ADV
iogr-1374	157	18	improved	improved	ADJ
iogr-1374	157	19	oil	oil	NOUN
iogr-1374	157	20	and	and	CCONJ
iogr-1374	157	21	gas	gas	NOUN
iogr-1374	157	22	recovery	recovery	NOUN
iogr-1374	157	23	10	10	NUM
iogr-1374	157	24	substantial	substantial	ADJ
iogr-1374	157	25	decrease	decrease	NOUN
iogr-1374	157	26	observed	observe	VERB
iogr-1374	157	27	at	at	ADP
iogr-1374	157	28	1.5%wt	1.5%wt	NUM
iogr-1374	157	29	(	(	PUNCT
iogr-1374	157	30	mud	mud	NOUN
iogr-1374	157	31	8)	8)	NUM
iogr-1374	157	32	.	.	PUNCT
iogr-1374	158	1	the	the	DET
iogr-1374	158	2	fluid	fluid	ADJ
iogr-1374	158	3	loss	loss	NOUN
iogr-1374	158	4	volume	volume	NOUN
iogr-1374	158	5	dropped	drop	VERB
iogr-1374	158	6	from	from	ADP
iogr-1374	158	7	14.2	14.2	NUM
iogr-1374	158	8	ml	ml	NOUN
iogr-1374	158	9	(	(	PUNCT
iogr-1374	158	10	base	base	NOUN
iogr-1374	158	11	sample	sample	NOUN
iogr-1374	158	12	)	)	PUNCT
iogr-1374	158	13	to	to	ADP
iogr-1374	158	14	11.4	11.4	NUM
iogr-1374	158	15	ml	ml	NOUN
iogr-1374	158	16	,	,	PUNCT
iogr-1374	158	17	representing	represent	VERB
iogr-1374	158	18	an	an	DET
iogr-1374	158	19	overall	overall	ADJ
iogr-1374	158	20	20	20	NUM
iogr-1374	158	21	%	%	NOUN
iogr-1374	158	22	reduction	reduction	NOUN
iogr-1374	158	23	.	.	PUNCT
iogr-1374	159	1	this	this	PRON
iogr-1374	159	2	suggests	suggest	VERB
iogr-1374	159	3	that	that	SCONJ
iogr-1374	159	4	opp	opp	PROPN
iogr-1374	159	5	particles	particle	NOUN
iogr-1374	159	6	enhance	enhance	VERB
iogr-1374	159	7	cross	cross	ADJ
iogr-1374	159	8	-	-	ADJ
iogr-1374	159	9	linking	link	VERB
iogr-1374	159	10	within	within	ADP
iogr-1374	159	11	the	the	DET
iogr-1374	159	12	bentonite	bentonite	NOUN
iogr-1374	159	13	matrix	matrix	NOUN
iogr-1374	159	14	,	,	PUNCT
iogr-1374	159	15	effectively	effectively	ADV
iogr-1374	159	16	lowering	lower	VERB
iogr-1374	159	17	fluid	fluid	ADJ
iogr-1374	159	18	permeability	permeability	NOUN
iogr-1374	159	19	.	.	PUNCT
iogr-1374	160	1	table	table	NOUN
iogr-1374	160	2	5	5	NUM
iogr-1374	160	3	shows	show	VERB
iogr-1374	160	4	that	that	SCONJ
iogr-1374	160	5	mud	mud	NOUN
iogr-1374	160	6	weight	weight	NOUN
iogr-1374	160	7	remained	remain	VERB
iogr-1374	160	8	constant	constant	ADJ
iogr-1374	160	9	across	across	ADP
iogr-1374	160	10	all	all	DET
iogr-1374	160	11	samples	sample	NOUN
iogr-1374	160	12	,	,	PUNCT
iogr-1374	160	13	indicating	indicate	VERB
iogr-1374	160	14	that	that	SCONJ
iogr-1374	160	15	opp	opp	PROPN
iogr-1374	160	16	had	have	VERB
iogr-1374	160	17	no	no	DET
iogr-1374	160	18	impact	impact	NOUN
iogr-1374	160	19	on	on	ADP
iogr-1374	160	20	overall	overall	ADJ
iogr-1374	160	21	density	density	NOUN
iogr-1374	160	22	.	.	PUNCT
iogr-1374	161	1	however	however	ADV
iogr-1374	161	2	,	,	PUNCT
iogr-1374	161	3	ph	ph	ADJ
iogr-1374	161	4	levels	level	NOUN
iogr-1374	161	5	gradually	gradually	ADV
iogr-1374	161	6	decreased	decrease	VERB
iogr-1374	161	7	from	from	ADP
iogr-1374	161	8	9.1	9.1	NUM
iogr-1374	161	9	to	to	ADP
iogr-1374	161	10	8.2	8.2	NUM
iogr-1374	161	11	as	as	SCONJ
iogr-1374	161	12	opp	opp	PROPN
iogr-1374	161	13	concentration	concentration	NOUN
iogr-1374	161	14	increased	increase	VERB
iogr-1374	161	15	,	,	PUNCT
iogr-1374	161	16	though	though	SCONJ
iogr-1374	161	17	values	value	NOUN
iogr-1374	161	18	remained	remain	VERB
iogr-1374	161	19	within	within	ADP
iogr-1374	161	20	the	the	DET
iogr-1374	161	21	acceptable	acceptable	ADJ
iogr-1374	161	22	range	range	NOUN
iogr-1374	161	23	(	(	PUNCT
iogr-1374	161	24	8	8	NUM
iogr-1374	161	25	-	-	SYM
iogr-1374	161	26	12	12	NUM
iogr-1374	161	27	)	)	PUNCT
iogr-1374	161	28	for	for	ADP
iogr-1374	161	29	drilling	drill	VERB
iogr-1374	161	30	operations	operation	NOUN
iogr-1374	161	31	.	.	PUNCT
iogr-1374	162	1	figure	figure	VERB
iogr-1374	162	2	11	11	NUM
iogr-1374	162	3	—	—	PUNCT
iogr-1374	162	4	fluid	fluid	ADJ
iogr-1374	162	5	losses	loss	NOUN
iogr-1374	162	6	after	after	ADP
iogr-1374	162	7	30	30	NUM
iogr-1374	162	8	minutes	minute	NOUN
iogr-1374	162	9	for	for	ADP
iogr-1374	162	10	different	different	ADJ
iogr-1374	162	11	opp	opp	PROPN
iogr-1374	162	12	concentrations	concentration	NOUN
iogr-1374	162	13	.	.	PUNCT
iogr-1374	163	1	the	the	DET
iogr-1374	163	2	formation	formation	NOUN
iogr-1374	163	3	of	of	ADP
iogr-1374	163	4	mud	mud	NOUN
iogr-1374	163	5	cakes	cake	NOUN
iogr-1374	163	6	,	,	PUNCT
iogr-1374	163	7	illustrated	illustrate	VERB
iogr-1374	163	8	in	in	ADP
iogr-1374	163	9	figure	figure	NOUN
iogr-1374	163	10	12	12	NUM
iogr-1374	163	11	,	,	PUNCT
iogr-1374	163	12	confirms	confirm	VERB
iogr-1374	163	13	that	that	SCONJ
iogr-1374	163	14	mud	mud	NOUN
iogr-1374	163	15	cake	cake	NOUN
iogr-1374	163	16	thickness	thickness	NOUN
iogr-1374	163	17	remained	remain	VERB
iogr-1374	163	18	unchanged	unchanged	ADJ
iogr-1374	163	19	at	at	ADP
iogr-1374	163	20	2	2	NUM
iogr-1374	163	21	mm	mm	NOUN
iogr-1374	163	22	for	for	ADP
iogr-1374	163	23	all	all	DET
iogr-1374	163	24	samples	sample	NOUN
iogr-1374	163	25	,	,	PUNCT
iogr-1374	163	26	irrespective	irrespective	ADV
iogr-1374	163	27	of	of	ADP
iogr-1374	163	28	opp	opp	PROPN
iogr-1374	163	29	concentration	concentration	NOUN
iogr-1374	163	30	(	(	PUNCT
iogr-1374	163	31	table	table	NOUN
iogr-1374	163	32	5	5	NUM
iogr-1374	163	33	)	)	PUNCT
iogr-1374	163	34	.	.	PUNCT
iogr-1374	164	1	this	this	PRON
iogr-1374	164	2	demonstrates	demonstrate	VERB
iogr-1374	164	3	that	that	SCONJ
iogr-1374	164	4	while	while	SCONJ
iogr-1374	164	5	opp	opp	PROPN
iogr-1374	164	6	effectively	effectively	ADV
iogr-1374	164	7	reduces	reduce	VERB
iogr-1374	164	8	fluid	fluid	ADJ
iogr-1374	164	9	loss	loss	NOUN
iogr-1374	164	10	,	,	PUNCT
iogr-1374	164	11	it	it	PRON
iogr-1374	164	12	does	do	AUX
iogr-1374	164	13	not	not	PART
iogr-1374	164	14	compromise	compromise	VERB
iogr-1374	164	15	mud	mud	NOUN
iogr-1374	164	16	cake	cake	NOUN
iogr-1374	164	17	structure	structure	NOUN
iogr-1374	164	18	or	or	CCONJ
iogr-1374	164	19	integrity	integrity	NOUN
iogr-1374	164	20	.	.	PUNCT
iogr-1374	165	1	a	a	DET
iogr-1374	165	2	thin	thin	ADJ
iogr-1374	165	3	,	,	PUNCT
iogr-1374	165	4	low	low	ADJ
iogr-1374	165	5	-	-	PUNCT
iogr-1374	165	6	permeability	permeability	NOUN
iogr-1374	165	7	mud	mud	NOUN
iogr-1374	165	8	cake	cake	NOUN
iogr-1374	165	9	is	be	AUX
iogr-1374	165	10	essential	essential	ADJ
iogr-1374	165	11	for	for	ADP
iogr-1374	165	12	preventing	prevent	VERB
iogr-1374	165	13	differential	differential	ADJ
iogr-1374	165	14	sticking	sticking	NOUN
iogr-1374	165	15	and	and	CCONJ
iogr-1374	165	16	maintaining	maintain	VERB
iogr-1374	165	17	wellbore	wellbore	NOUN
iogr-1374	165	18	stability	stability	NOUN
iogr-1374	165	19	,	,	PUNCT
iogr-1374	165	20	making	make	VERB
iogr-1374	165	21	opp	opp	PRON
iogr-1374	165	22	a	a	DET
iogr-1374	165	23	promising	promising	ADJ
iogr-1374	165	24	additive	additive	NOUN
iogr-1374	165	25	for	for	ADP
iogr-1374	165	26	filtration	filtration	NOUN
iogr-1374	165	27	control	control	NOUN
iogr-1374	165	28	in	in	ADP
iogr-1374	165	29	drilling	drilling	NOUN
iogr-1374	165	30	fluids	fluid	NOUN
iogr-1374	165	31	.	.	PUNCT
iogr-1374	166	1	table	table	NOUN
iogr-1374	166	2	5	5	NUM
iogr-1374	166	3	—	—	PUNCT
iogr-1374	166	4	effect	effect	NOUN
iogr-1374	166	5	of	of	ADP
iogr-1374	166	6	opp	opp	PROPN
iogr-1374	166	7	concentrations	concentration	NOUN
iogr-1374	166	8	on	on	ADP
iogr-1374	166	9	mud	mud	NOUN
iogr-1374	166	10	weight	weight	NOUN
iogr-1374	166	11	,	,	PUNCT
iogr-1374	166	12	fluid	fluid	ADJ
iogr-1374	166	13	loss	loss	NOUN
iogr-1374	166	14	,	,	PUNCT
iogr-1374	166	15	ph	ph	NOUN
iogr-1374	166	16	and	and	CCONJ
iogr-1374	166	17	mudcake	mudcake	NOUN
iogr-1374	166	18	thickness	thickness	NOUN
iogr-1374	166	19	.	.	PUNCT
iogr-1374	167	1	properties	property	NOUN
iogr-1374	167	2	base	base	VERB
iogr-1374	167	3	mud	mud	NOUN
iogr-1374	167	4	4	4	NUM
iogr-1374	167	5	(	(	PUNCT
iogr-1374	167	6	0.5	0.5	NUM
iogr-1374	167	7	%	%	NOUN
iogr-1374	167	8	opp	opp	NOUN
iogr-1374	167	9	)	)	PUNCT
iogr-1374	167	10	mud	mud	NOUN
iogr-1374	167	11	5	5	NUM
iogr-1374	167	12	(	(	PUNCT
iogr-1374	167	13	0.75	0.75	NUM
iogr-1374	167	14	%	%	NOUN
iogr-1374	167	15	opp	opp	ADJ
iogr-1374	167	16	)	)	PUNCT
iogr-1374	167	17	mud	mud	NOUN
iogr-1374	167	18	6	6	NUM
iogr-1374	167	19	(	(	PUNCT
iogr-1374	167	20	1	1	NUM
iogr-1374	167	21	%	%	NOUN
iogr-1374	167	22	opp	opp	ADJ
iogr-1374	167	23	)	)	PUNCT
iogr-1374	167	24	mud	mud	NOUN
iogr-1374	167	25	7	7	NUM
iogr-1374	167	26	(	(	PUNCT
iogr-1374	167	27	1.25	1.25	NUM
iogr-1374	167	28	%	%	NOUN
iogr-1374	167	29	opp	opp	ADJ
iogr-1374	167	30	)	)	PUNCT
iogr-1374	167	31	mud	mud	NOUN
iogr-1374	167	32	8	8	NUM
iogr-1374	167	33	(	(	PUNCT
iogr-1374	167	34	1.5	1.5	NUM
iogr-1374	167	35	%	%	NOUN
iogr-1374	167	36	opp	opp	ADJ
iogr-1374	167	37	)	)	PUNCT
iogr-1374	167	38	mud	mud	NOUN
iogr-1374	167	39	weight	weight	NOUN
iogr-1374	167	40	(	(	PUNCT
iogr-1374	167	41	ppg	ppg	PROPN
iogr-1374	167	42	)	)	PUNCT
iogr-1374	167	43	8.5	8.5	NUM
iogr-1374	167	44	8.6	8.6	NUM
iogr-1374	167	45	8.6	8.6	NUM
iogr-1374	167	46	8.6	8.6	NUM
iogr-1374	167	47	8.6	8.6	NUM
iogr-1374	167	48	8.6	8.6	NUM
iogr-1374	167	49	filtration	filtration	NOUN
iogr-1374	167	50	volume	volume	NOUN
iogr-1374	167	51	(	(	PUNCT
iogr-1374	167	52	ml	ml	NOUN
iogr-1374	167	53	)	)	PUNCT
iogr-1374	167	54	14.2	14.2	NUM
iogr-1374	167	55	13.8	13.8	NUM
iogr-1374	167	56	13.5	13.5	NUM
iogr-1374	167	57	12.6	12.6	NUM
iogr-1374	167	58	12.2	12.2	NUM
iogr-1374	167	59	11.4	11.4	NUM
iogr-1374	167	60	ph	ph	NOUN
iogr-1374	167	61	9.1	9.1	NUM
iogr-1374	167	62	8.7	8.7	NUM
iogr-1374	167	63	8.5	8.5	NUM
iogr-1374	167	64	8.4	8.4	NUM
iogr-1374	167	65	8.3	8.3	NUM
iogr-1374	167	66	8.2	8.2	NUM
iogr-1374	167	67	mud	mud	NOUN
iogr-1374	167	68	cake	cake	NOUN
iogr-1374	167	69	(	(	PUNCT
iogr-1374	167	70	mm	mm	NOUN
iogr-1374	167	71	)	)	PUNCT
iogr-1374	167	72	2	2	NUM
iogr-1374	167	73	2	2	NUM
iogr-1374	167	74	2	2	NUM
iogr-1374	167	75	2	2	NUM
iogr-1374	167	76	2	2	NUM
iogr-1374	167	77	2	2	NUM
iogr-1374	167	78	improved	improve	VERB
iogr-1374	167	79	oil	oil	NOUN
iogr-1374	167	80	and	and	CCONJ
iogr-1374	167	81	gas	gas	NOUN
iogr-1374	167	82	recovery	recovery	NOUN
iogr-1374	167	83	11	11	NUM
iogr-1374	167	84	figure	figure	NOUN
iogr-1374	167	85	12	12	NUM
iogr-1374	167	86	—	—	PUNCT
iogr-1374	167	87	mud	mud	NOUN
iogr-1374	167	88	cake	cake	NOUN
iogr-1374	167	89	formation	formation	NOUN
iogr-1374	167	90	for	for	ADP
iogr-1374	167	91	different	different	ADJ
iogr-1374	167	92	opp	opp	PROPN
iogr-1374	167	93	concentrations	concentration	NOUN
iogr-1374	167	94	.	.	PUNCT
iogr-1374	168	1	effect	effect	NOUN
iogr-1374	168	2	of	of	ADP
iogr-1374	168	3	temperature	temperature	NOUN
iogr-1374	168	4	.	.	PUNCT
iogr-1374	169	1	when	when	SCONJ
iogr-1374	169	2	temperature	temperature	NOUN
iogr-1374	169	3	increases	increase	NOUN
iogr-1374	169	4	,	,	PUNCT
iogr-1374	169	5	the	the	DET
iogr-1374	169	6	primary	primary	ADJ
iogr-1374	169	7	chains	chain	NOUN
iogr-1374	169	8	of	of	ADP
iogr-1374	169	9	polymeric	polymeric	ADJ
iogr-1374	169	10	molecules	molecule	NOUN
iogr-1374	169	11	break	break	VERB
iogr-1374	169	12	down	down	ADP
iogr-1374	169	13	,	,	PUNCT
iogr-1374	169	14	leading	lead	VERB
iogr-1374	169	15	to	to	ADP
iogr-1374	169	16	a	a	DET
iogr-1374	169	17	reduction	reduction	NOUN
iogr-1374	169	18	in	in	ADP
iogr-1374	169	19	the	the	DET
iogr-1374	169	20	network	network	NOUN
iogr-1374	169	21	structure	structure	NOUN
iogr-1374	169	22	and	and	CCONJ
iogr-1374	169	23	a	a	DET
iogr-1374	169	24	decline	decline	NOUN
iogr-1374	169	25	in	in	ADP
iogr-1374	169	26	the	the	DET
iogr-1374	169	27	rheology	rheology	NOUN
iogr-1374	169	28	of	of	ADP
iogr-1374	169	29	mud	mud	NOUN
iogr-1374	169	30	(	(	PUNCT
iogr-1374	169	31	amani	amani	NOUN
iogr-1374	169	32	and	and	CCONJ
iogr-1374	169	33	al	al	PROPN
iogr-1374	169	34	-	-	PROPN
iogr-1374	169	35	jubouri	jubouri	PROPN
iogr-1374	169	36	2012	2012	NUM
iogr-1374	169	37	)	)	PUNCT
iogr-1374	169	38	.	.	PUNCT
iogr-1374	170	1	however	however	ADV
iogr-1374	170	2	,	,	PUNCT
iogr-1374	170	3	the	the	DET
iogr-1374	170	4	presence	presence	NOUN
iogr-1374	170	5	of	of	ADP
iogr-1374	170	6	additional	additional	ADJ
iogr-1374	170	7	additives	additive	NOUN
iogr-1374	170	8	such	such	ADJ
iogr-1374	170	9	as	as	SCONJ
iogr-1374	170	10	opp	opp	PROPN
iogr-1374	170	11	helps	helps	AUX
iogr-1374	170	12	manage	manage	VERB
iogr-1374	170	13	and	and	CCONJ
iogr-1374	170	14	mitigate	mitigate	VERB
iogr-1374	170	15	these	these	DET
iogr-1374	170	16	detrimental	detrimental	ADJ
iogr-1374	170	17	effects	effect	NOUN
iogr-1374	170	18	,	,	PUNCT
iogr-1374	170	19	making	make	VERB
iogr-1374	170	20	it	it	PRON
iogr-1374	170	21	essential	essential	ADJ
iogr-1374	170	22	to	to	PART
iogr-1374	170	23	assess	assess	VERB
iogr-1374	170	24	how	how	SCONJ
iogr-1374	170	25	temperature	temperature	NOUN
iogr-1374	170	26	impacts	impact	VERB
iogr-1374	170	27	opp	opp	ADJ
iogr-1374	170	28	-	-	PUNCT
iogr-1374	170	29	modified	modify	VERB
iogr-1374	170	30	drilling	drilling	NOUN
iogr-1374	170	31	fluids	fluid	NOUN
iogr-1374	170	32	(	(	PUNCT
iogr-1374	170	33	quan	quan	PROPN
iogr-1374	170	34	et	et	PROPN
iogr-1374	170	35	al	al	PROPN
iogr-1374	170	36	.	.	PROPN
iogr-1374	170	37	2014	2014	NUM
iogr-1374	170	38	)	)	PUNCT
iogr-1374	170	39	.	.	PUNCT
iogr-1374	171	1	figure	figure	NOUN
iogr-1374	171	2	13a	13a	PROPN
iogr-1374	171	3	shows	show	VERB
iogr-1374	171	4	the	the	DET
iogr-1374	171	5	impact	impact	NOUN
iogr-1374	171	6	of	of	ADP
iogr-1374	171	7	temperature	temperature	NOUN
iogr-1374	171	8	on	on	ADP
iogr-1374	171	9	the	the	DET
iogr-1374	171	10	apparent	apparent	ADJ
iogr-1374	171	11	viscosity	viscosity	NOUN
iogr-1374	171	12	(	(	PUNCT
iogr-1374	171	13	av	av	NOUN
iogr-1374	171	14	)	)	PUNCT
iogr-1374	171	15	of	of	ADP
iogr-1374	171	16	the	the	DET
iogr-1374	171	17	1	1	NUM
iogr-1374	171	18	%	%	NOUN
iogr-1374	171	19	opp	opp	PROPN
iogr-1374	171	20	sample	sample	NOUN
iogr-1374	171	21	(	(	PUNCT
iogr-1374	171	22	mud	mud	NOUN
iogr-1374	171	23	9	9	NUM
iogr-1374	171	24	)	)	PUNCT
iogr-1374	171	25	at	at	ADP
iogr-1374	171	26	a	a	DET
iogr-1374	171	27	600	600	NUM
iogr-1374	171	28	 	 	SPACE
iogr-1374	171	29	rpm	rpm	ADJ
iogr-1374	171	30	shear	shear	NOUN
iogr-1374	171	31	rate	rate	NOUN
iogr-1374	171	32	using	use	VERB
iogr-1374	171	33	an	an	DET
iogr-1374	171	34	eight	eight	NUM
iogr-1374	171	35	-	-	PUNCT
iogr-1374	171	36	speed	speed	NOUN
iogr-1374	171	37	rotational	rotational	ADJ
iogr-1374	171	38	viscometer	viscometer	NOUN
iogr-1374	171	39	.	.	PUNCT
iogr-1374	172	1	the	the	DET
iogr-1374	172	2	temperature	temperature	NOUN
iogr-1374	172	3	gradually	gradually	ADV
iogr-1374	172	4	rose	rise	VERB
iogr-1374	172	5	from	from	ADP
iogr-1374	172	6	25oc	25oc	NOUN
iogr-1374	172	7	to	to	ADP
iogr-1374	172	8	75oc	75oc	NOUN
iogr-1374	172	9	in	in	ADP
iogr-1374	172	10	5oc	5oc	ADJ
iogr-1374	172	11	increments	increment	NOUN
iogr-1374	172	12	.	.	PUNCT
iogr-1374	173	1	as	as	SCONJ
iogr-1374	173	2	indicated	indicate	VERB
iogr-1374	173	3	by	by	ADP
iogr-1374	173	4	eq	eq	PROPN
iogr-1374	173	5	.	.	PROPN
iogr-1374	173	6	9	9	NUM
iogr-1374	173	7	,	,	PUNCT
iogr-1374	173	8	av	av	PRON
iogr-1374	173	9	exhibited	exhibit	VERB
iogr-1374	173	10	a	a	DET
iogr-1374	173	11	consistent	consistent	ADJ
iogr-1374	173	12	decline	decline	NOUN
iogr-1374	173	13	with	with	ADP
iogr-1374	173	14	rising	rise	VERB
iogr-1374	173	15	temperatures	temperature	NOUN
iogr-1374	173	16	.	.	PUNCT
iogr-1374	174	1	this	this	DET
iogr-1374	174	2	relationship	relationship	NOUN
iogr-1374	174	3	is	be	AUX
iogr-1374	174	4	quantified	quantify	VERB
iogr-1374	174	5	by	by	ADP
iogr-1374	174	6	an	an	DET
iogr-1374	174	7	interpolation	interpolation	NOUN
iogr-1374	174	8	equation	equation	NOUN
iogr-1374	174	9	,	,	PUNCT
iogr-1374	174	10	which	which	PRON
iogr-1374	174	11	yields	yield	VERB
iogr-1374	174	12	an	an	DET
iogr-1374	174	13	r	r	NOUN
iogr-1374	174	14	-	-	PUNCT
iogr-1374	174	15	squared	square	VERB
iogr-1374	174	16	value	value	NOUN
iogr-1374	174	17	of	of	ADP
iogr-1374	174	18	0.9929	0.9929	NUM
iogr-1374	174	19	.	.	PUNCT
iogr-1374	175	1	av	av	X
iogr-1374	175	2	=	=	PUNCT
iogr-1374	175	3	48.978×t0.463	48.978×t0.463	NUM
iogr-1374	175	4	...........................................................................................................................................	...........................................................................................................................................	PROPN
iogr-1374	175	5	(9	(9	NOUN
iogr-1374	175	6	)	)	PUNCT
iogr-1374	176	1	this	this	DET
iogr-1374	176	2	strong	strong	ADJ
iogr-1374	176	3	correlation	correlation	NOUN
iogr-1374	176	4	highlights	highlight	VERB
iogr-1374	176	5	the	the	DET
iogr-1374	176	6	inverse	inverse	NOUN
iogr-1374	176	7	relationship	relationship	NOUN
iogr-1374	176	8	between	between	ADP
iogr-1374	176	9	av	av	PROPN
iogr-1374	176	10	and	and	CCONJ
iogr-1374	176	11	temperature	temperature	NOUN
iogr-1374	176	12	,	,	PUNCT
iogr-1374	176	13	suggesting	suggest	VERB
iogr-1374	176	14	that	that	SCONJ
iogr-1374	176	15	the	the	DET
iogr-1374	176	16	fluid	fluid	NOUN
iogr-1374	176	17	becomes	become	VERB
iogr-1374	176	18	less	less	ADV
iogr-1374	176	19	viscous	viscous	ADJ
iogr-1374	176	20	at	at	ADP
iogr-1374	176	21	higher	high	ADJ
iogr-1374	176	22	temperatures	temperature	NOUN
iogr-1374	176	23	due	due	ADJ
iogr-1374	176	24	to	to	ADP
iogr-1374	176	25	thermal	thermal	ADJ
iogr-1374	176	26	breakdown	breakdown	NOUN
iogr-1374	176	27	of	of	ADP
iogr-1374	176	28	its	its	PRON
iogr-1374	176	29	internal	internal	ADJ
iogr-1374	176	30	structure	structure	NOUN
iogr-1374	176	31	.	.	PUNCT
iogr-1374	177	1	figure	figure	NOUN
iogr-1374	177	2	13b	13b	PROPN
iogr-1374	177	3	presents	present	VERB
iogr-1374	177	4	the	the	DET
iogr-1374	177	5	variation	variation	NOUN
iogr-1374	177	6	in	in	ADP
iogr-1374	177	7	herschel	herschel	PROPN
iogr-1374	177	8	-	-	PUNCT
iogr-1374	177	9	bulkley	bulkley	NOUN
iogr-1374	177	10	parameters	parameter	NOUN
iogr-1374	177	11	,	,	PUNCT
iogr-1374	177	12	𝐾	𝐾	PROPN
iogr-1374	177	13	,	,	PUNCT
iogr-1374	177	14	𝑛	𝑛	PROPN
iogr-1374	177	15	,	,	PUNCT
iogr-1374	177	16	and	and	CCONJ
iogr-1374	177	17	𝜏0	𝜏0	PROPN
iogr-1374	177	18	for	for	ADP
iogr-1374	177	19	the	the	DET
iogr-1374	177	20	opp	opp	ADJ
iogr-1374	177	21	-	-	PUNCT
iogr-1374	177	22	modified	modify	VERB
iogr-1374	177	23	drilling	drilling	NOUN
iogr-1374	177	24	mud	mud	NOUN
iogr-1374	177	25	at	at	ADP
iogr-1374	177	26	25	25	NUM
iogr-1374	177	27	,	,	PUNCT
iogr-1374	177	28	50	50	NUM
iogr-1374	177	29	,	,	PUNCT
iogr-1374	177	30	and	and	CCONJ
iogr-1374	177	31	75	75	NUM
iogr-1374	177	32	°	°	NOUN
iogr-1374	177	33	c	c	NOUN
iogr-1374	177	34	.	.	PUNCT
iogr-1374	178	1	the	the	DET
iogr-1374	178	2	following	follow	VERB
iogr-1374	178	3	trends	trend	NOUN
iogr-1374	178	4	were	be	AUX
iogr-1374	178	5	observed	observe	VERB
iogr-1374	178	6	:	:	PUNCT
iogr-1374	178	7	yield	yield	VERB
iogr-1374	178	8	stress	stress	NOUN
iogr-1374	178	9	(	(	PUNCT
iogr-1374	178	10	𝜏0	𝜏0	PROPN
iogr-1374	178	11	)	)	PUNCT
iogr-1374	178	12	increased	increase	VERB
iogr-1374	178	13	significantly	significantly	ADV
iogr-1374	178	14	from	from	ADP
iogr-1374	178	15	0.7461	0.7461	NUM
iogr-1374	178	16	 	 	SPACE
iogr-1374	178	17	lb/100ft2	lb/100ft2	NOUN
iogr-1374	178	18	at	at	ADP
iogr-1374	178	19	25	25	NUM
iogr-1374	178	20	°	°	NOUN
iogr-1374	178	21	c	c	NOUN
iogr-1374	178	22	to	to	ADP
iogr-1374	178	23	2.5967	2.5967	NUM
iogr-1374	178	24	 	 	SPACE
iogr-1374	178	25	lb/100ft2	lb/100ft2	NOUN
iogr-1374	178	26	at	at	ADP
iogr-1374	178	27	75	75	NUM
iogr-1374	178	28	°	°	NOUN
iogr-1374	178	29	c	c	NOUN
iogr-1374	178	30	—	—	PUNCT
iogr-1374	178	31	an	an	DET
iogr-1374	178	32	increase	increase	NOUN
iogr-1374	178	33	of	of	ADP
iogr-1374	178	34	2.5	2.5	NUM
iogr-1374	178	35	times	time	NOUN
iogr-1374	178	36	.	.	PUNCT
iogr-1374	179	1	this	this	DET
iogr-1374	179	2	rise	rise	NOUN
iogr-1374	179	3	suggests	suggest	VERB
iogr-1374	179	4	enhanced	enhanced	ADJ
iogr-1374	179	5	cuttings	cutting	NOUN
iogr-1374	179	6	suspension	suspension	NOUN
iogr-1374	179	7	capacity	capacity	NOUN
iogr-1374	179	8	at	at	ADP
iogr-1374	179	9	high	high	ADJ
iogr-1374	179	10	temperatures	temperature	NOUN
iogr-1374	179	11	,	,	PUNCT
iogr-1374	179	12	which	which	PRON
iogr-1374	179	13	is	be	AUX
iogr-1374	179	14	crucial	crucial	ADJ
iogr-1374	179	15	for	for	ADP
iogr-1374	179	16	maintaining	maintain	VERB
iogr-1374	179	17	efficient	efficient	ADJ
iogr-1374	179	18	drilling	drilling	NOUN
iogr-1374	179	19	in	in	ADP
iogr-1374	179	20	deep	deep	ADJ
iogr-1374	179	21	wells	well	NOUN
iogr-1374	179	22	.	.	PUNCT
iogr-1374	180	1	however	however	ADV
iogr-1374	180	2	,	,	PUNCT
iogr-1374	180	3	the	the	DET
iogr-1374	180	4	elevated	elevated	ADJ
iogr-1374	180	5	yield	yield	NOUN
iogr-1374	180	6	stress	stress	NOUN
iogr-1374	180	7	could	could	AUX
iogr-1374	180	8	also	also	ADV
iogr-1374	180	9	increase	increase	VERB
iogr-1374	180	10	pressure	pressure	NOUN
iogr-1374	180	11	losses	loss	NOUN
iogr-1374	180	12	,	,	PUNCT
iogr-1374	180	13	requiring	require	VERB
iogr-1374	180	14	careful	careful	ADJ
iogr-1374	180	15	monitoring	monitoring	NOUN
iogr-1374	180	16	.	.	PUNCT
iogr-1374	181	1	the	the	DET
iogr-1374	181	2	flow	flow	NOUN
iogr-1374	181	3	behavior	behavior	NOUN
iogr-1374	181	4	index	index	NOUN
iogr-1374	181	5	,	,	PUNCT
iogr-1374	181	6	𝑛	𝑛	PROPN
iogr-1374	181	7	,	,	PUNCT
iogr-1374	181	8	increased	increase	VERB
iogr-1374	181	9	with	with	ADP
iogr-1374	181	10	temperature	temperature	NOUN
iogr-1374	181	11	,	,	PUNCT
iogr-1374	181	12	indicating	indicate	VERB
iogr-1374	181	13	a	a	DET
iogr-1374	181	14	reduction	reduction	NOUN
iogr-1374	181	15	in	in	ADP
iogr-1374	181	16	the	the	DET
iogr-1374	181	17	fluid	fluid	NOUN
iogr-1374	181	18	’s	’s	PART
iogr-1374	181	19	non	non	ADJ
iogr-1374	181	20	-	-	ADJ
iogr-1374	181	21	newtonian	newtonian	ADJ
iogr-1374	181	22	characteristics	characteristic	NOUN
iogr-1374	181	23	.	.	PUNCT
iogr-1374	182	1	as	as	SCONJ
iogr-1374	182	2	temperature	temperature	NOUN
iogr-1374	182	3	rose	rise	VERB
iogr-1374	182	4	,	,	PUNCT
iogr-1374	182	5	the	the	DET
iogr-1374	182	6	fluid	fluid	NOUN
iogr-1374	182	7	became	become	VERB
iogr-1374	182	8	more	more	ADV
iogr-1374	182	9	newtonian	newtonian	ADJ
iogr-1374	182	10	,	,	PUNCT
iogr-1374	182	11	suggesting	suggest	VERB
iogr-1374	182	12	lower	low	ADJ
iogr-1374	182	13	resistance	resistance	NOUN
iogr-1374	182	14	to	to	PART
iogr-1374	182	15	flow	flow	VERB
iogr-1374	182	16	under	under	ADP
iogr-1374	182	17	high	high	ADJ
iogr-1374	182	18	shear	shear	NOUN
iogr-1374	182	19	conditions	condition	NOUN
iogr-1374	182	20	,	,	PUNCT
iogr-1374	182	21	which	which	PRON
iogr-1374	182	22	is	be	AUX
iogr-1374	182	23	beneficial	beneficial	ADJ
iogr-1374	182	24	for	for	ADP
iogr-1374	182	25	minimizing	minimize	VERB
iogr-1374	182	26	pressure	pressure	NOUN
iogr-1374	182	27	losses	loss	NOUN
iogr-1374	182	28	during	during	ADP
iogr-1374	182	29	fluid	fluid	ADJ
iogr-1374	182	30	circulation	circulation	NOUN
iogr-1374	182	31	.	.	PUNCT
iogr-1374	183	1	the	the	DET
iogr-1374	183	2	consistency	consistency	NOUN
iogr-1374	183	3	index	index	NOUN
iogr-1374	183	4	𝐾	𝐾	PROPN
iogr-1374	183	5	decreased	decrease	VERB
iogr-1374	183	6	by	by	ADP
iogr-1374	183	7	80	80	NUM
iogr-1374	183	8	%	%	NOUN
iogr-1374	183	9	,	,	PUNCT
iogr-1374	183	10	from	from	ADP
iogr-1374	183	11	0.5617	0.5617	NUM
iogr-1374	183	12	 	 	SPACE
iogr-1374	183	13	lb·s/100ft2	lb·s/100ft2	NOUN
iogr-1374	183	14	at	at	ADP
iogr-1374	183	15	25	25	NUM
iogr-1374	183	16	°	°	NOUN
iogr-1374	183	17	c	c	NOUN
iogr-1374	183	18	to	to	ADP
iogr-1374	183	19	0.0995	0.0995	NUM
iogr-1374	183	20	 	 	SPACE
iogr-1374	183	21	lb·s/100ft2	lb·s/100ft2	NOUN
iogr-1374	183	22	at	at	ADP
iogr-1374	183	23	75	75	NUM
iogr-1374	183	24	°	°	NOUN
iogr-1374	183	25	c	c	NOUN
iogr-1374	183	26	.	.	PUNCT
iogr-1374	184	1	this	this	DET
iogr-1374	184	2	decline	decline	NOUN
iogr-1374	184	3	implies	imply	VERB
iogr-1374	184	4	reduced	reduced	ADJ
iogr-1374	184	5	viscosity	viscosity	NOUN
iogr-1374	184	6	at	at	ADP
iogr-1374	184	7	high	high	ADJ
iogr-1374	184	8	temperatures	temperature	NOUN
iogr-1374	184	9	,	,	PUNCT
iogr-1374	184	10	contributing	contribute	VERB
iogr-1374	184	11	to	to	ADP
iogr-1374	184	12	improved	improve	VERB
iogr-1374	184	13	flowability	flowability	NOUN
iogr-1374	184	14	and	and	CCONJ
iogr-1374	184	15	reduced	reduce	VERB
iogr-1374	184	16	pumping	pumping	NOUN
iogr-1374	184	17	effort	effort	NOUN
iogr-1374	184	18	.	.	PUNCT
iogr-1374	185	1	improved	improve	VERB
iogr-1374	185	2	oil	oil	NOUN
iogr-1374	185	3	and	and	CCONJ
iogr-1374	185	4	gas	gas	NOUN
iogr-1374	185	5	recovery	recovery	NOUN
iogr-1374	185	6	12	12	NUM
iogr-1374	185	7	figure	figure	NOUN
iogr-1374	185	8	13	13	NUM
iogr-1374	185	9	—	—	PUNCT
iogr-1374	185	10	impact	impact	NOUN
iogr-1374	185	11	of	of	ADP
iogr-1374	185	12	temperature	temperature	NOUN
iogr-1374	185	13	on	on	ADP
iogr-1374	185	14	rheology	rheology	NOUN
iogr-1374	185	15	behavior	behavior	NOUN
iogr-1374	185	16	.	.	PUNCT
iogr-1374	186	1	conclusions	conclusion	NOUN
iogr-1374	186	2	this	this	DET
iogr-1374	186	3	study	study	NOUN
iogr-1374	186	4	underscores	underscore	VERB
iogr-1374	186	5	the	the	DET
iogr-1374	186	6	potential	potential	NOUN
iogr-1374	186	7	of	of	ADP
iogr-1374	186	8	opp	opp	PROPN
iogr-1374	186	9	as	as	ADP
iogr-1374	186	10	a	a	DET
iogr-1374	186	11	sustainable	sustainable	ADJ
iogr-1374	186	12	additive	additive	NOUN
iogr-1374	186	13	for	for	ADP
iogr-1374	186	14	water	water	NOUN
iogr-1374	186	15	-	-	PUNCT
iogr-1374	186	16	based	base	VERB
iogr-1374	186	17	mud	mud	NOUN
iogr-1374	186	18	,	,	PUNCT
iogr-1374	186	19	demonstrating	demonstrate	VERB
iogr-1374	186	20	its	its	PRON
iogr-1374	186	21	efficacy	efficacy	NOUN
iogr-1374	186	22	in	in	ADP
iogr-1374	186	23	controlling	control	VERB
iogr-1374	186	24	fluid	fluid	ADJ
iogr-1374	186	25	loss	loss	NOUN
iogr-1374	186	26	and	and	CCONJ
iogr-1374	186	27	enhancing	enhance	VERB
iogr-1374	186	28	overall	overall	ADJ
iogr-1374	186	29	drilling	drilling	NOUN
iogr-1374	186	30	fluid	fluid	NOUN
iogr-1374	186	31	performance	performance	NOUN
iogr-1374	186	32	.	.	PUNCT
iogr-1374	187	1	the	the	DET
iogr-1374	187	2	integration	integration	NOUN
iogr-1374	187	3	of	of	ADP
iogr-1374	187	4	opp	opp	PROPN
iogr-1374	187	5	markedly	markedly	ADV
iogr-1374	187	6	diminishes	diminish	VERB
iogr-1374	187	7	fluid	fluid	ADJ
iogr-1374	187	8	loss	loss	NOUN
iogr-1374	187	9	,	,	PUNCT
iogr-1374	187	10	particularly	particularly	ADV
iogr-1374	187	11	when	when	SCONJ
iogr-1374	187	12	the	the	DET
iogr-1374	187	13	particle	particle	NOUN
iogr-1374	187	14	size	size	NOUN
iogr-1374	187	15	is	be	AUX
iogr-1374	187	16	less	less	ADJ
iogr-1374	187	17	than	than	ADP
iogr-1374	187	18	45	45	NUM
iogr-1374	187	19	µm	µm	NOUN
iogr-1374	187	20	,	,	PUNCT
iogr-1374	187	21	thereby	thereby	ADV
iogr-1374	187	22	alleviating	alleviate	VERB
iogr-1374	187	23	issues	issue	NOUN
iogr-1374	187	24	such	such	ADJ
iogr-1374	187	25	as	as	ADP
iogr-1374	187	26	kick	kick	NOUN
iogr-1374	187	27	and	and	CCONJ
iogr-1374	187	28	formation	formation	NOUN
iogr-1374	187	29	contamination	contamination	NOUN
iogr-1374	187	30	.	.	PUNCT
iogr-1374	188	1	opp	opp	PROPN
iogr-1374	188	2	also	also	ADV
iogr-1374	188	3	reduces	reduce	VERB
iogr-1374	188	4	viscosity	viscosity	NOUN
iogr-1374	188	5	and	and	CCONJ
iogr-1374	188	6	gel	gel	NOUN
iogr-1374	188	7	strength	strength	NOUN
iogr-1374	188	8	,	,	PUNCT
iogr-1374	188	9	while	while	SCONJ
iogr-1374	188	10	ensuring	ensure	VERB
iogr-1374	188	11	that	that	SCONJ
iogr-1374	188	12	these	these	DET
iogr-1374	188	13	parameters	parameter	NOUN
iogr-1374	188	14	remain	remain	VERB
iogr-1374	188	15	within	within	ADP
iogr-1374	188	16	the	the	DET
iogr-1374	188	17	recommended	recommend	VERB
iogr-1374	188	18	ranges	range	NOUN
iogr-1374	188	19	for	for	ADP
iogr-1374	188	20	effective	effective	ADJ
iogr-1374	188	21	cuttings	cutting	NOUN
iogr-1374	188	22	suspension	suspension	NOUN
iogr-1374	188	23	and	and	CCONJ
iogr-1374	188	24	wellbore	wellbore	NOUN
iogr-1374	188	25	stability	stability	NOUN
iogr-1374	188	26	.	.	PUNCT
iogr-1374	189	1	furthermore	furthermore	ADV
iogr-1374	189	2	,	,	PUNCT
iogr-1374	189	3	the	the	DET
iogr-1374	189	4	study	study	NOUN
iogr-1374	189	5	elucidates	elucidate	VERB
iogr-1374	189	6	the	the	DET
iogr-1374	189	7	influence	influence	NOUN
iogr-1374	189	8	of	of	ADP
iogr-1374	189	9	temperature	temperature	NOUN
iogr-1374	189	10	in	in	ADP
iogr-1374	189	11	the	the	DET
iogr-1374	189	12	presence	presence	NOUN
iogr-1374	189	13	of	of	ADP
iogr-1374	189	14	opp	opp	PROPN
iogr-1374	189	15	.	.	PUNCT
iogr-1374	190	1	as	as	ADP
iogr-1374	190	2	drilling	drilling	NOUN
iogr-1374	190	3	depth	depth	NOUN
iogr-1374	190	4	increases	increase	NOUN
iogr-1374	190	5	,	,	PUNCT
iogr-1374	190	6	temperature	temperature	NOUN
iogr-1374	190	7	-	-	PUNCT
iogr-1374	190	8	induced	induce	VERB
iogr-1374	190	9	alterations	alteration	NOUN
iogr-1374	190	10	in	in	ADP
iogr-1374	190	11	the	the	DET
iogr-1374	190	12	apparent	apparent	ADJ
iogr-1374	190	13	viscosity	viscosity	NOUN
iogr-1374	190	14	were	be	AUX
iogr-1374	190	15	successfully	successfully	ADV
iogr-1374	190	16	modeled	model	VERB
iogr-1374	190	17	,	,	PUNCT
iogr-1374	190	18	offering	offer	VERB
iogr-1374	190	19	a	a	DET
iogr-1374	190	20	predictive	predictive	ADJ
iogr-1374	190	21	framework	framework	NOUN
iogr-1374	190	22	for	for	ADP
iogr-1374	190	23	evaluating	evaluate	VERB
iogr-1374	190	24	the	the	DET
iogr-1374	190	25	behavior	behavior	NOUN
iogr-1374	190	26	of	of	ADP
iogr-1374	190	27	drilling	drill	VERB
iogr-1374	190	28	mud	mud	NOUN
iogr-1374	190	29	under	under	ADP
iogr-1374	190	30	bottom	bottom	ADJ
iogr-1374	190	31	hole	hole	NOUN
iogr-1374	190	32	conditions	condition	NOUN
iogr-1374	190	33	.	.	PUNCT
iogr-1374	191	1	in	in	ADP
iogr-1374	191	2	summary	summary	NOUN
iogr-1374	191	3	,	,	PUNCT
iogr-1374	191	4	the	the	DET
iogr-1374	191	5	findings	finding	NOUN
iogr-1374	191	6	corroborate	corroborate	VERB
iogr-1374	191	7	the	the	DET
iogr-1374	191	8	viability	viability	NOUN
iogr-1374	191	9	of	of	ADP
iogr-1374	191	10	opp	opp	PROPN
iogr-1374	191	11	as	as	ADP
iogr-1374	191	12	a	a	DET
iogr-1374	191	13	viable	viable	ADJ
iogr-1374	191	14	and	and	CCONJ
iogr-1374	191	15	cost	cost	NOUN
iogr-1374	191	16	-	-	PUNCT
iogr-1374	191	17	effective	effective	ADJ
iogr-1374	191	18	alternative	alternative	NOUN
iogr-1374	191	19	to	to	ADP
iogr-1374	191	20	traditional	traditional	ADJ
iogr-1374	191	21	chemical	chemical	ADJ
iogr-1374	191	22	additives	additive	NOUN
iogr-1374	191	23	,	,	PUNCT
iogr-1374	191	24	contributing	contribute	VERB
iogr-1374	191	25	to	to	ADP
iogr-1374	191	26	environmentally	environmentally	ADV
iogr-1374	191	27	responsible	responsible	ADJ
iogr-1374	191	28	drilling	drilling	NOUN
iogr-1374	191	29	practices	practice	NOUN
iogr-1374	191	30	.	.	PUNCT
iogr-1374	192	1	acknowledgements	acknowledgement	NOUN
iogr-1374	192	2	this	this	DET
iogr-1374	192	3	research	research	NOUN
iogr-1374	192	4	is	be	AUX
iogr-1374	192	5	funded	fund	VERB
iogr-1374	192	6	by	by	ADP
iogr-1374	192	7	vietnam	vietnam	PROPN
iogr-1374	192	8	national	national	PROPN
iogr-1374	192	9	university	university	PROPN
iogr-1374	192	10	ho	ho	PROPN
iogr-1374	192	11	chi	chi	PROPN
iogr-1374	192	12	minh	minh	PROPN
iogr-1374	192	13	city	city	NOUN
iogr-1374	192	14	(	(	PUNCT
iogr-1374	192	15	vnu	vnu	PROPN
iogr-1374	192	16	-	-	PUNCT
iogr-1374	192	17	hcm	hcm	NOUN
iogr-1374	192	18	)	)	PUNCT
iogr-1374	192	19	under	under	ADP
iogr-1374	192	20	grant	grant	NOUN
iogr-1374	192	21	number	number	NOUN
iogr-1374	192	22	c2024	c2024	VERB
iogr-1374	192	23	-	-	PUNCT
iogr-1374	192	24	20	20	NUM
iogr-1374	192	25	-	-	PUNCT
iogr-1374	192	26	28	28	NUM
iogr-1374	192	27	.	.	PUNCT
iogr-1374	193	1	we	we	PRON
iogr-1374	193	2	acknowledge	acknowledge	VERB
iogr-1374	193	3	ho	ho	PROPN
iogr-1374	193	4	chi	chi	PROPN
iogr-1374	193	5	minh	minh	PROPN
iogr-1374	193	6	city	city	PROPN
iogr-1374	193	7	university	university	PROPN
iogr-1374	193	8	of	of	ADP
iogr-1374	193	9	technology	technology	NOUN
iogr-1374	193	10	,	,	PUNCT
iogr-1374	193	11	vnu	vnu	PROPN
iogr-1374	193	12	-	-	PUNCT
iogr-1374	193	13	hcm	hcm	PROPN
iogr-1374	193	14	for	for	ADP
iogr-1374	193	15	supporting	support	VERB
iogr-1374	193	16	this	this	DET
iogr-1374	193	17	study	study	NOUN
iogr-1374	193	18	.	.	PUNCT
iogr-1374	194	1	conflicting	conflict	VERB
iogr-1374	194	2	interest	interest	NOUN
iogr-1374	194	3	the	the	DET
iogr-1374	194	4	author(s	author(s	NOUN
iogr-1374	194	5	)	)	PUNCT
iogr-1374	194	6	declare	declare	VERB
iogr-1374	194	7	that	that	SCONJ
iogr-1374	194	8	they	they	PRON
iogr-1374	194	9	have	have	VERB
iogr-1374	194	10	no	no	DET
iogr-1374	194	11	conflicting	conflict	VERB
iogr-1374	194	12	interests	interest	NOUN
iogr-1374	194	13	.	.	PUNCT
iogr-1374	195	1	reference	reference	NOUN
iogr-1374	195	2	aftab	aftab	PROPN
iogr-1374	195	3	,	,	PUNCT
iogr-1374	195	4	a.	a.	PROPN
iogr-1374	195	5	,	,	PUNCT
iogr-1374	195	6	ismail	ismail	PROPN
iogr-1374	195	7	,	,	PUNCT
iogr-1374	195	8	a	a	PRON
iogr-1374	195	9	,	,	PUNCT
iogr-1374	195	10	r.	r.	PROPN
iogr-1374	195	11	,	,	PUNCT
iogr-1374	195	12	ibupoto	ibupoto	NOUN
iogr-1374	195	13	,	,	PUNCT
iogr-1374	195	14	z.	z.	PROPN
iogr-1374	195	15	h.	h.	PROPN
iogr-1374	195	16	,	,	PUNCT
iogr-1374	195	17	et	et	PROPN
iogr-1374	195	18	al	al	PROPN
iogr-1374	195	19	.	.	PROPN
iogr-1374	195	20	2017	2017	NUM
iogr-1374	195	21	.	.	PUNCT
iogr-1374	196	1	nanoparticles	nanoparticle	NOUN
iogr-1374	196	2	based	base	VERB
iogr-1374	196	3	drilling	drilling	NOUN
iogr-1374	196	4	muds	mud	VERB
iogr-1374	196	5	a	a	DET
iogr-1374	196	6	solution	solution	NOUN
iogr-1374	196	7	to	to	PART
iogr-1374	196	8	drill	drill	VERB
iogr-1374	196	9	elevated	elevated	ADJ
iogr-1374	196	10	temperature	temperature	NOUN
iogr-1374	196	11	wells	well	NOUN
iogr-1374	196	12	:	:	PUNCT
iogr-1374	196	13	a	a	DET
iogr-1374	196	14	review	review	NOUN
iogr-1374	196	15	.	.	PUNCT
iogr-1374	197	1	renewable	renewable	ADJ
iogr-1374	197	2	and	and	CCONJ
iogr-1374	197	3	sustainable	sustainable	ADJ
iogr-1374	197	4	energy	energy	NOUN
iogr-1374	197	5	reviews	review	NOUN
iogr-1374	197	6	76(1):1301	76(1):1301	PROPN
iogr-1374	197	7	-	-	NOUN
iogr-1374	197	8	1313	1313	NUM
iogr-1374	197	9	.	.	PUNCT
iogr-1374	198	1	al	al	PROPN
iogr-1374	198	2	-	-	PUNCT
iogr-1374	198	3	hameedi	hameedi	PROPN
iogr-1374	198	4	,	,	PUNCT
iogr-1374	198	5	a.	a.	NOUN
iogr-1374	198	6	t.	t.	PROPN
iogr-1374	198	7	,	,	PUNCT
iogr-1374	198	8	alkinani	alkinani	PROPN
iogr-1374	198	9	,	,	PUNCT
iogr-1374	198	10	h.	h.	PROPN
iogr-1374	198	11	h.	h.	PROPN
iogr-1374	198	12	,	,	PUNCT
iogr-1374	198	13	dunn	dunn	PROPN
iogr-1374	198	14	-	-	PUNCT
iogr-1374	198	15	norman	norman	PROPN
iogr-1374	198	16	,	,	PUNCT
iogr-1374	198	17	s.	s.	PROPN
iogr-1374	198	18	,	,	PUNCT
iogr-1374	198	19	et	et	PROPN
iogr-1374	198	20	al	al	PROPN
iogr-1374	198	21	.	.	PROPN
iogr-1374	198	22	2019	2019	NUM
iogr-1374	198	23	.	.	PUNCT
iogr-1374	199	1	environmental	environmental	ADJ
iogr-1374	199	2	friendly	friendly	ADJ
iogr-1374	199	3	drilling	drilling	NOUN
iogr-1374	199	4	fluid	fluid	NOUN
iogr-1374	199	5	additives	additive	NOUN
iogr-1374	199	6	:	:	PUNCT
iogr-1374	199	7	can	can	AUX
iogr-1374	199	8	food	food	VERB
iogr-1374	199	9	waste	waste	NOUN
iogr-1374	199	10	products	product	NOUN
iogr-1374	199	11	be	be	AUX
iogr-1374	199	12	used	use	VERB
iogr-1374	199	13	as	as	ADP
iogr-1374	199	14	thinners	thinner	NOUN
iogr-1374	199	15	and	and	CCONJ
iogr-1374	199	16	fluid	fluid	ADJ
iogr-1374	199	17	loss	loss	NOUN
iogr-1374	199	18	control	control	NOUN
iogr-1374	199	19	agents	agent	NOUN
iogr-1374	199	20	for	for	ADP
iogr-1374	199	21	drilling	drill	VERB
iogr-1374	199	22	fluid	fluid	NOUN
iogr-1374	199	23	?	?	PUNCT
iogr-1374	200	1	paper	paper	NOUN
iogr-1374	200	2	presented	present	VERB
iogr-1374	200	3	at	at	ADP
iogr-1374	200	4	the	the	DET
iogr-1374	200	5	spe	spe	PROPN
iogr-1374	200	6	symposium	symposium	NOUN
iogr-1374	200	7	:	:	PUNCT
iogr-1374	200	8	asia	asia	PROPN
iogr-1374	200	9	pacific	pacific	PROPN
iogr-1374	200	10	health	health	PROPN
iogr-1374	200	11	,	,	PUNCT
iogr-1374	200	12	safety	safety	NOUN
iogr-1374	200	13	,	,	PUNCT
iogr-1374	200	14	security	security	NOUN
iogr-1374	200	15	,	,	PUNCT
iogr-1374	200	16	environment	environment	NOUN
iogr-1374	200	17	and	and	CCONJ
iogr-1374	200	18	social	social	ADJ
iogr-1374	200	19	responsibility	responsibility	NOUN
iogr-1374	200	20	,	,	PUNCT
iogr-1374	200	21	23	23	NUM
iogr-1374	200	22	-	-	SYM
iogr-1374	200	23	24	24	NUM
iogr-1374	200	24	april	april	PROPN
iogr-1374	200	25	.	.	PUNCT
iogr-1374	201	1	spe195410	spe195410	PROPN
iogr-1374	201	2	-	-	PUNCT
iogr-1374	201	3	ms	ms	PROPN
iogr-1374	201	4	.	.	PROPN
iogr-1374	201	5	al	al	PROPN
iogr-1374	201	6	-	-	PUNCT
iogr-1374	201	7	saba	saba	PROPN
iogr-1374	201	8	,	,	PUNCT
iogr-1374	201	9	m.	m.	NOUN
iogr-1374	201	10	t.	t.	PROPN
iogr-1374	201	11	,	,	PUNCT
iogr-1374	201	12	amadi	amadi	PROPN
iogr-1374	201	13	,	,	PUNCT
iogr-1374	201	14	k.	k.	PROPN
iogr-1374	201	15	w.	w.	PROPN
iogr-1374	201	16	,	,	PUNCT
iogr-1374	201	17	al	al	PROPN
iogr-1374	201	18	-	-	PUNCT
iogr-1374	201	19	hadramy	hadramy	NOUN
iogr-1374	201	20	,	,	PUNCT
iogr-1374	201	21	k.	k.	PROPN
iogr-1374	201	22	o.	o.	PROPN
iogr-1374	201	23	,	,	PUNCT
iogr-1374	201	24	et	et	PROPN
iogr-1374	201	25	al	al	PROPN
iogr-1374	201	26	.	.	PROPN
iogr-1374	201	27	2018	2018	NUM
iogr-1374	201	28	.	.	PUNCT
iogr-1374	202	1	experimental	experimental	ADJ
iogr-1374	202	2	investigation	investigation	NOUN
iogr-1374	202	3	of	of	ADP
iogr-1374	202	4	bio	bio	ADJ
iogr-1374	202	5	-	-	ADJ
iogr-1374	202	6	degradable	degradable	ADJ
iogr-1374	202	7	environmental	environmental	ADJ
iogr-1374	202	8	improved	improve	VERB
iogr-1374	202	9	oil	oil	NOUN
iogr-1374	202	10	and	and	CCONJ
iogr-1374	202	11	gas	gas	NOUN
iogr-1374	202	12	recovery	recovery	NOUN
iogr-1374	202	13	13	13	NUM
iogr-1374	202	14	friendly	friendly	ADJ
iogr-1374	202	15	drilling	drilling	NOUN
iogr-1374	202	16	fluid	fluid	NOUN
iogr-1374	202	17	additives	additive	NOUN
iogr-1374	202	18	generated	generate	VERB
iogr-1374	202	19	from	from	ADP
iogr-1374	202	20	waste	waste	NOUN
iogr-1374	202	21	.	.	PUNCT
iogr-1374	203	1	paper	paper	NOUN
iogr-1374	203	2	presented	present	VERB
iogr-1374	203	3	at	at	ADP
iogr-1374	203	4	the	the	DET
iogr-1374	203	5	spe	spe	PROPN
iogr-1374	203	6	international	international	ADJ
iogr-1374	203	7	conference	conference	NOUN
iogr-1374	203	8	and	and	CCONJ
iogr-1374	203	9	exhibition	exhibition	NOUN
iogr-1374	203	10	on	on	ADP
iogr-1374	203	11	health	health	NOUN
iogr-1374	203	12	,	,	PUNCT
iogr-1374	203	13	safety	safety	NOUN
iogr-1374	203	14	,	,	PUNCT
iogr-1374	203	15	security	security	NOUN
iogr-1374	203	16	,	,	PUNCT
iogr-1374	203	17	environment	environment	NOUN
iogr-1374	203	18	,	,	PUNCT
iogr-1374	203	19	and	and	CCONJ
iogr-1374	203	20	social	social	ADJ
iogr-1374	203	21	responsibility	responsibility	NOUN
iogr-1374	203	22	,	,	PUNCT
iogr-1374	203	23	abu	abu	PROPN
iogr-1374	203	24	dhabi	dhabi	PROPN
iogr-1374	203	25	,	,	PUNCT
iogr-1374	203	26	uae	uae	PROPN
iogr-1374	203	27	,	,	PUNCT
iogr-1374	203	28	16	16	NUM
iogr-1374	203	29	-	-	SYM
iogr-1374	203	30	17	17	NUM
iogr-1374	203	31	april	april	PROPN
iogr-1374	203	32	.	.	PUNCT
iogr-1374	204	1	spe190655	spe190655	NOUN
iogr-1374	204	2	-	-	PUNCT
iogr-1374	204	3	ms	ms	PROPN
iogr-1374	204	4	.	.	PROPN
iogr-1374	204	5	ali	ali	PROPN
iogr-1374	204	6	,	,	PUNCT
iogr-1374	204	7	i.	i.	PROPN
iogr-1374	204	8	,	,	PUNCT
iogr-1374	204	9	ahmad	ahmad	PROPN
iogr-1374	204	10	,	,	PUNCT
iogr-1374	204	11	m.	m.	NOUN
iogr-1374	204	12	,	,	PUNCT
iogr-1374	204	13	arain	arain	PROPN
iogr-1374	204	14	,	,	PUNCT
iogr-1374	204	15	a.	a.	PROPN
iogr-1374	204	16	h.	h.	PROPN
iogr-1374	204	17	,	,	PUNCT
iogr-1374	204	18	et	et	PROPN
iogr-1374	204	19	al	al	PROPN
iogr-1374	204	20	.	.	PROPN
iogr-1374	204	21	2022	2022	NUM
iogr-1374	204	22	.	.	PUNCT
iogr-1374	205	1	utilization	utilization	NOUN
iogr-1374	205	2	of	of	ADP
iogr-1374	205	3	biopolymers	biopolymer	NOUN
iogr-1374	205	4	in	in	ADP
iogr-1374	205	5	water	water	NOUN
iogr-1374	205	6	based	base	VERB
iogr-1374	205	7	drilling	drilling	NOUN
iogr-1374	205	8	muds	muds	PROPN
iogr-1374	205	9	.	.	PUNCT
iogr-1374	206	1	in	in	ADP
iogr-1374	206	2	drilling	drill	VERB
iogr-1374	206	3	engineering	engineering	NOUN
iogr-1374	206	4	and	and	CCONJ
iogr-1374	206	5	technology	technology	NOUN
iogr-1374	206	6	recent	recent	ADJ
iogr-1374	206	7	advances	advance	NOUN
iogr-1374	206	8	new	new	ADJ
iogr-1374	206	9	perspectives	perspective	NOUN
iogr-1374	206	10	and	and	CCONJ
iogr-1374	206	11	applications	application	NOUN
iogr-1374	206	12	,	,	PUNCT
iogr-1374	206	13	ed	ed	NOUN
iogr-1374	206	14	.	.	PUNCT
iogr-1374	207	1	by	by	ADP
iogr-1374	207	2	mansoor	mansoor	PROPN
iogr-1374	207	3	zoveidavianpoor	zoveidavianpoor	PROPN
iogr-1374	207	4	,	,	PUNCT
iogr-1374	207	5	ch	ch	NOUN
iogr-1374	207	6	.	.	PROPN
iogr-1374	207	7	2	2	NUM
iogr-1374	207	8	,	,	PUNCT
iogr-1374	207	9	36	36	NUM
iogr-1374	207	10	-	-	SYM
iogr-1374	207	11	58	58	NUM
iogr-1374	207	12	.	.	PUNCT
iogr-1374	208	1	rijeka	rijeka	PROPN
iogr-1374	208	2	:	:	PUNCT
iogr-1374	209	1	intechopen	intechopen	ADJ
iogr-1374	209	2	.	.	PUNCT
iogr-1374	209	3	ali	ali	PROPN
iogr-1374	209	4	,	,	PUNCT
iogr-1374	209	5	m.	m.	NOUN
iogr-1374	209	6	,	,	PUNCT
iogr-1374	209	7	jarni	jarni	PROPN
iogr-1374	209	8	,	,	PUNCT
iogr-1374	209	9	h.	h.	PROPN
iogr-1374	209	10	h.	h.	PROPN
iogr-1374	209	11	,	,	PUNCT
iogr-1374	209	12	aftab	aftab	PROPN
iogr-1374	209	13	,	,	PUNCT
iogr-1374	209	14	a.	a.	PROPN
iogr-1374	209	15	,	,	PUNCT
iogr-1374	209	16	et	et	PROPN
iogr-1374	209	17	al	al	PROPN
iogr-1374	209	18	.	.	PROPN
iogr-1374	209	19	2020	2020	NUM
iogr-1374	209	20	.	.	PUNCT
iogr-1374	210	1	nanomaterial	nanomaterial	NOUN
iogr-1374	210	2	-	-	PUNCT
iogr-1374	210	3	based	base	VERB
iogr-1374	210	4	drilling	drilling	NOUN
iogr-1374	210	5	fluids	fluid	NOUN
iogr-1374	210	6	for	for	ADP
iogr-1374	210	7	exploitation	exploitation	NOUN
iogr-1374	210	8	of	of	ADP
iogr-1374	210	9	unconventional	unconventional	ADJ
iogr-1374	210	10	reservoirs	reservoir	NOUN
iogr-1374	210	11	:	:	PUNCT
iogr-1374	210	12	a	a	DET
iogr-1374	210	13	review	review	NOUN
iogr-1374	210	14	.	.	PUNCT
iogr-1374	211	1	energies	energy	NOUN
iogr-1374	211	2	13(13	13(13	NUM
iogr-1374	211	3	):	):	PUNCT
iogr-1374	211	4	1	1	NUM
iogr-1374	211	5	-	-	SYM
iogr-1374	211	6	31	31	NUM
iogr-1374	211	7	.	.	PUNCT
iogr-1374	212	1	almudhhi	almudhhi	NOUN
iogr-1374	212	2	,	,	PUNCT
iogr-1374	212	3	s.	s.	PROPN
iogr-1374	212	4	m.	m.	PROPN
iogr-1374	212	5	2016	2016	NUM
iogr-1374	212	6	.	.	PUNCT
iogr-1374	213	1	environmental	environmental	ADJ
iogr-1374	213	2	impact	impact	NOUN
iogr-1374	213	3	of	of	ADP
iogr-1374	213	4	disposal	disposal	NOUN
iogr-1374	213	5	of	of	ADP
iogr-1374	213	6	oil	oil	NOUN
iogr-1374	213	7	-	-	PUNCT
iogr-1374	213	8	based	base	VERB
iogr-1374	213	9	mud	mud	NOUN
iogr-1374	213	10	waste	waste	NOUN
iogr-1374	213	11	in	in	ADP
iogr-1374	213	12	kuwait	kuwait	PROPN
iogr-1374	213	13	.	.	PUNCT
iogr-1374	214	1	petroleum	petroleum	NOUN
iogr-1374	214	2	science	science	NOUN
iogr-1374	214	3	and	and	CCONJ
iogr-1374	214	4	technology	technology	NOUN
iogr-1374	214	5	34(1	34(1	NOUN
iogr-1374	214	6	):	):	PUNCT
iogr-1374	214	7	91	91	NUM
iogr-1374	214	8	-	-	SYM
iogr-1374	214	9	96	96	NUM
iogr-1374	214	10	.	.	PUNCT
iogr-1374	215	1	amani	amani	PROPN
iogr-1374	215	2	,	,	PUNCT
iogr-1374	215	3	m.	m.	NOUN
iogr-1374	215	4	and	and	CCONJ
iogr-1374	215	5	al	al	PROPN
iogr-1374	215	6	-	-	PUNCT
iogr-1374	215	7	jubouri	jubouri	PROPN
iogr-1374	215	8	,	,	PUNCT
iogr-1374	215	9	m.	m.	NOUN
iogr-1374	215	10	2012	2012	NUM
iogr-1374	215	11	.	.	PUNCT
iogr-1374	216	1	the	the	DET
iogr-1374	216	2	effect	effect	NOUN
iogr-1374	216	3	of	of	ADP
iogr-1374	216	4	high	high	ADJ
iogr-1374	216	5	pressures	pressure	NOUN
iogr-1374	216	6	and	and	CCONJ
iogr-1374	216	7	high	high	ADJ
iogr-1374	216	8	temperatures	temperature	NOUN
iogr-1374	216	9	on	on	ADP
iogr-1374	216	10	the	the	DET
iogr-1374	216	11	properties	property	NOUN
iogr-1374	216	12	of	of	ADP
iogr-1374	216	13	water	water	NOUN
iogr-1374	216	14	based	base	VERB
iogr-1374	216	15	drilling	drilling	NOUN
iogr-1374	216	16	fluids	fluid	NOUN
iogr-1374	216	17	.	.	PUNCT
iogr-1374	217	1	energy	energy	NOUN
iogr-1374	217	2	science	science	NOUN
iogr-1374	217	3	and	and	CCONJ
iogr-1374	217	4	technology	technology	NOUN
iogr-1374	217	5	4(1	4(1	NOUN
iogr-1374	217	6	):	):	PUNCT
iogr-1374	217	7	27	27	NUM
iogr-1374	217	8	-	-	SYM
iogr-1374	217	9	33	33	NUM
iogr-1374	217	10	.	.	PUNCT
iogr-1374	218	1	american	american	PROPN
iogr-1374	218	2	petroleum	petroleum	PROPN
iogr-1374	218	3	institute	institute	PROPN
iogr-1374	218	4	.	.	PUNCT
iogr-1374	219	1	2017	2017	NUM
iogr-1374	219	2	.	.	PUNCT
iogr-1374	220	1	recommend	recommend	VERB
iogr-1374	220	2	practice	practice	NOUN
iogr-1374	220	3	for	for	ADP
iogr-1374	220	4	field	field	NOUN
iogr-1374	220	5	testing	testing	NOUN
iogr-1374	220	6	water	water	NOUN
iogr-1374	220	7	-	-	PUNCT
iogr-1374	220	8	based	base	VERB
iogr-1374	220	9	drilling	drilling	NOUN
iogr-1374	220	10	fluids-13b1	fluids-13b1	NOUN
iogr-1374	220	11	.	.	PUNCT
iogr-1374	221	1	api	api	PROPN
iogr-1374	221	2	publishing	publishing	NOUN
iogr-1374	221	3	services	service	NOUN
iogr-1374	221	4	2008(3	2008(3	NUM
iogr-1374	221	5	):	):	PUNCT
iogr-1374	221	6	121	121	NUM
iogr-1374	221	7	-	-	SYM
iogr-1374	221	8	132	132	NUM
iogr-1374	221	9	.	.	PUNCT
iogr-1374	222	1	baltoiu	baltoiu	PROPN
iogr-1374	222	2	,	,	PUNCT
iogr-1374	222	3	l.	l.	PROPN
iogr-1374	222	4	v.	v.	PROPN
iogr-1374	222	5	,warren	,warren	PROPN
iogr-1374	222	6	,	,	PUNCT
iogr-1374	222	7	b.k	b.k	PROPN
iogr-1374	222	8	.	.	PROPN
iogr-1374	222	9	,	,	PUNCT
iogr-1374	222	10	and	and	CCONJ
iogr-1374	222	11	natras	natra	NOUN
iogr-1374	222	12	,	,	PUNCT
iogr-1374	222	13	t.	t.	NOUN
iogr-1374	222	14	a.	a.	NOUN
iogr-1374	222	15	2008	2008	NUM
iogr-1374	222	16	.	.	PUNCT
iogr-1374	223	1	state	state	NOUN
iogr-1374	223	2	-	-	PUNCT
iogr-1374	223	3	of	of	ADP
iogr-1374	223	4	-	-	PUNCT
iogr-1374	223	5	the	the	DET
iogr-1374	223	6	-	-	PUNCT
iogr-1374	223	7	art	art	NOUN
iogr-1374	223	8	in	in	ADP
iogr-1374	223	9	coalbed	coalbe	VERB
iogr-1374	223	10	methane	methane	NOUN
iogr-1374	223	11	drilling	drilling	NOUN
iogr-1374	223	12	fluids	fluid	NOUN
iogr-1374	223	13	.	.	PUNCT
iogr-1374	224	1	spe	spe	PROPN
iogr-1374	224	2	drilling	drilling	PROPN
iogr-1374	224	3	&	&	CCONJ
iogr-1374	224	4	completion	completion	NOUN
iogr-1374	224	5	23(3	23(3	NUM
iogr-1374	224	6	):	):	PUNCT
iogr-1374	224	7	250	250	NUM
iogr-1374	224	8	-	-	SYM
iogr-1374	224	9	57	57	NUM
iogr-1374	224	10	.	.	PUNCT
iogr-1374	225	1	boruah	boruah	PROPN
iogr-1374	225	2	,	,	PUNCT
iogr-1374	225	3	a.	a.	NOUN
iogr-1374	225	4	,	,	PUNCT
iogr-1374	225	5	chowdhury	chowdhury	PROPN
iogr-1374	225	6	,	,	PUNCT
iogr-1374	225	7	m.	m.	NOUN
iogr-1374	225	8	,	,	PUNCT
iogr-1374	225	9	and	and	CCONJ
iogr-1374	225	10	chowdhury	chowdhury	PROPN
iogr-1374	225	11	,	,	PUNCT
iogr-1374	225	12	m.	m.	NOUN
iogr-1374	225	13	a.	a.	NOUN
iogr-1374	225	14	2023	2023	NUM
iogr-1374	225	15	.	.	PUNCT
iogr-1374	226	1	application	application	NOUN
iogr-1374	226	2	of	of	ADP
iogr-1374	226	3	orange	orange	PROPN
iogr-1374	226	4	peel	peel	NOUN
iogr-1374	226	5	powder	powder	NOUN
iogr-1374	226	6	as	as	ADP
iogr-1374	226	7	an	an	DET
iogr-1374	226	8	environment	environment	NOUN
iogr-1374	226	9	friendly	friendly	ADJ
iogr-1374	226	10	additive	additive	NOUN
iogr-1374	226	11	for	for	ADP
iogr-1374	226	12	water	water	NOUN
iogr-1374	226	13	-	-	PUNCT
iogr-1374	226	14	based	base	VERB
iogr-1374	226	15	drilling	drilling	NOUN
iogr-1374	226	16	fluids	fluid	NOUN
iogr-1374	226	17	for	for	ADP
iogr-1374	226	18	horizontal	horizontal	ADJ
iogr-1374	226	19	wells	well	NOUN
iogr-1374	226	20	in	in	ADP
iogr-1374	226	21	parts	part	NOUN
iogr-1374	226	22	of	of	ADP
iogr-1374	226	23	upper	upper	ADJ
iogr-1374	226	24	assam	assam	PROPN
iogr-1374	226	25	oilfields	oilfield	NOUN
iogr-1374	226	26	.	.	PUNCT
iogr-1374	227	1	researchgate	researchgate	VERB
iogr-1374	227	2	net	net	ADJ
iogr-1374	227	3	12(9):1	12(9):1	PROPN
iogr-1374	227	4	-	-	SYM
iogr-1374	227	5	12	12	NUM
iogr-1374	227	6	.	.	PUNCT
iogr-1374	228	1	caenn	caenn	PROPN
iogr-1374	228	2	,	,	PUNCT
iogr-1374	228	3	r.	r.	PROPN
iogr-1374	228	4	,	,	PUNCT
iogr-1374	228	5	darley	darley	PROPN
iogr-1374	228	6	,	,	PUNCT
iogr-1374	228	7	h.c.h	h.c.h	NOUN
iogr-1374	228	8	,	,	PUNCT
iogr-1374	228	9	and	and	CCONJ
iogr-1374	228	10	gray	gray	ADJ
iogr-1374	228	11	,	,	PUNCT
iogr-1374	228	12	g.r	g.r	PROPN
iogr-1374	228	13	.	.	PROPN
iogr-1374	228	14	2011	2011	NUM
iogr-1374	228	15	.	.	PUNCT
iogr-1374	229	1	composition	composition	NOUN
iogr-1374	229	2	and	and	CCONJ
iogr-1374	229	3	properties	property	NOUN
iogr-1374	229	4	of	of	ADP
iogr-1374	229	5	drilling	drilling	NOUN
iogr-1374	229	6	and	and	CCONJ
iogr-1374	229	7	completion	completion	NOUN
iogr-1374	229	8	fluids	fluid	NOUN
iogr-1374	229	9	.	.	PUNCT
iogr-1374	230	1	houston	houston	PROPN
iogr-1374	230	2	:	:	PUNCT
iogr-1374	230	3	gulf	gulf	PROPN
iogr-1374	230	4	professional	professional	ADJ
iogr-1374	230	5	publishing	publishing	NOUN
iogr-1374	230	6	.	.	PUNCT
iogr-1374	231	1	dejtaradon	dejtaradon	PROPN
iogr-1374	231	2	,	,	PUNCT
iogr-1374	231	3	p.	p.	PROPN
iogr-1374	231	4	,	,	PUNCT
iogr-1374	231	5	hamidi	hamidi	PROPN
iogr-1374	231	6	,	,	PUNCT
iogr-1374	231	7	h.	h.	PROPN
iogr-1374	231	8	,	,	PUNCT
iogr-1374	231	9	chuks	chuks	PROPN
iogr-1374	231	10	,	,	PUNCT
iogr-1374	231	11	m.h	m.h	PROPN
iogr-1374	231	12	.	.	PROPN
iogr-1374	231	13	,	,	PUNCT
iogr-1374	231	14	et	et	PROPN
iogr-1374	231	15	al	al	PROPN
iogr-1374	231	16	.	.	PROPN
iogr-1374	231	17	2019	2019	NUM
iogr-1374	231	18	.	.	PUNCT
iogr-1374	232	1	impact	impact	NOUN
iogr-1374	232	2	of	of	ADP
iogr-1374	232	3	zno	zno	PROPN
iogr-1374	232	4	and	and	CCONJ
iogr-1374	232	5	cuo	cuo	PROPN
iogr-1374	232	6	nanoparticles	nanoparticle	NOUN
iogr-1374	232	7	on	on	ADP
iogr-1374	232	8	the	the	DET
iogr-1374	232	9	rheological	rheological	ADJ
iogr-1374	232	10	and	and	CCONJ
iogr-1374	232	11	filtration	filtration	NOUN
iogr-1374	232	12	properties	property	NOUN
iogr-1374	232	13	of	of	ADP
iogr-1374	232	14	water	water	NOUN
iogr-1374	232	15	-	-	PUNCT
iogr-1374	232	16	based	base	VERB
iogr-1374	232	17	drilling	drilling	NOUN
iogr-1374	232	18	fluid	fluid	NOUN
iogr-1374	232	19	.	.	PUNCT
iogr-1374	233	1	colloids	colloid	NOUN
iogr-1374	233	2	and	and	CCONJ
iogr-1374	233	3	surfaces	surface	NOUN
iogr-1374	233	4	a	a	DET
iogr-1374	233	5	:	:	PUNCT
iogr-1374	233	6	physicochemical	physicochemical	ADJ
iogr-1374	233	7	and	and	CCONJ
iogr-1374	233	8	engineering	engineering	NOUN
iogr-1374	233	9	aspects	aspect	NOUN
iogr-1374	233	10	570(12	570(12	NUM
iogr-1374	233	11	):	):	PUNCT
iogr-1374	233	12	354	354	NUM
iogr-1374	233	13	-	-	SYM
iogr-1374	233	14	67	67	NUM
iogr-1374	233	15	.	.	PUNCT
iogr-1374	234	1	đinh	đinh	NOUN
iogr-1374	234	2	,	,	PUNCT
iogr-1374	234	3	p.	p.	NOUN
iogr-1374	234	4	,	,	PUNCT
iogr-1374	234	5	tấn	tấn	NOUN
iogr-1374	234	6	phát	phát	PROPN
iogr-1374	234	7	lê	lê	PROPN
iogr-1374	234	8	,	,	PUNCT
iogr-1374	234	9	hữu	hữu	VERB
iogr-1374	234	10	phước	phước	NOUN
iogr-1374	234	11	trần	trần	PROPN
iogr-1374	234	12	,	,	PUNCT
iogr-1374	234	13	et	et	PROPN
iogr-1374	234	14	al	al	PROPN
iogr-1374	234	15	.	.	PROPN
iogr-1374	234	16	2024	2024	NUM
iogr-1374	234	17	.	.	PUNCT
iogr-1374	235	1	selecting	select	VERB
iogr-1374	235	2	an	an	DET
iogr-1374	235	3	appropriate	appropriate	ADJ
iogr-1374	235	4	rheological	rheological	ADJ
iogr-1374	235	5	model	model	NOUN
iogr-1374	235	6	for	for	ADP
iogr-1374	235	7	environmentally	environmentally	ADV
iogr-1374	235	8	friendly	friendly	ADJ
iogr-1374	235	9	water	water	NOUN
iogr-1374	235	10	-	-	PUNCT
iogr-1374	235	11	based	base	VERB
iogr-1374	235	12	drilling	drilling	NOUN
iogr-1374	235	13	fluid	fluid	NOUN
iogr-1374	235	14	.	.	PUNCT
iogr-1374	236	1	vnuhcm	vnuhcm	PROPN
iogr-1374	236	2	journal	journal	PROPN
iogr-1374	236	3	of	of	ADP
iogr-1374	236	4	engineering	engineering	NOUN
iogr-1374	236	5	and	and	CCONJ
iogr-1374	236	6	technology	technology	NOUN
iogr-1374	236	7	6(1):1	6(1):1	NOUN
iogr-1374	236	8	-	-	PUNCT
iogr-1374	236	9	10	10	NUM
iogr-1374	236	10	.	.	PUNCT
iogr-1374	237	1	fornasier	fornasier	NOUN
iogr-1374	237	2	,	,	PUNCT
iogr-1374	237	3	f.	f.	PROPN
iogr-1374	237	4	c.	c.	PROPN
iogr-1374	237	5	,	,	PUNCT
iogr-1374	237	6	campo	campo	PROPN
iogr-1374	237	7	,	,	PUNCT
iogr-1374	237	8	m.	m.	NOUN
iogr-1374	237	9	,	,	PUNCT
iogr-1374	237	10	djuric	djuric	PROPN
iogr-1374	237	11	,	,	PUNCT
iogr-1374	237	12	a.	a.	NOUN
iogr-1374	237	13	et	et	PROPN
iogr-1374	237	14	al	al	PROPN
iogr-1374	237	15	.	.	PROPN
iogr-1374	237	16	2017	2017	NUM
iogr-1374	237	17	.	.	PUNCT
iogr-1374	238	1	designing	design	VERB
iogr-1374	238	2	environmentally	environmentally	ADV
iogr-1374	238	3	conforming	conform	VERB
iogr-1374	238	4	drilling	drilling	NOUN
iogr-1374	238	5	fluids	fluid	NOUN
iogr-1374	238	6	:	:	PUNCT
iogr-1374	238	7	challenges	challenge	NOUN
iogr-1374	238	8	and	and	CCONJ
iogr-1374	238	9	considerations	consideration	NOUN
iogr-1374	238	10	in	in	ADP
iogr-1374	238	11	latin	latin	PROPN
iogr-1374	238	12	america	america	PROPN
iogr-1374	238	13	.	.	PUNCT
iogr-1374	239	1	paper	paper	PROPN
iogr-1374	239	2	presented	present	VERB
iogr-1374	239	3	at	at	ADP
iogr-1374	239	4	the	the	DET
iogr-1374	239	5	spe	spe	PROPN
iogr-1374	239	6	latin	latin	PROPN
iogr-1374	239	7	america	america	PROPN
iogr-1374	239	8	and	and	CCONJ
iogr-1374	239	9	caribbean	caribbean	ADJ
iogr-1374	239	10	petroleum	petroleum	NOUN
iogr-1374	239	11	engineering	engineering	NOUN
iogr-1374	239	12	conference	conference	NOUN
iogr-1374	239	13	,	,	PUNCT
iogr-1374	239	14	buenos	buenos	PROPN
iogr-1374	239	15	aires	aires	PROPN
iogr-1374	239	16	,	,	PUNCT
iogr-1374	239	17	argentina	argentina	PROPN
iogr-1374	239	18	,	,	PUNCT
iogr-1374	239	19	17	17	NUM
iogr-1374	239	20	-	-	SYM
iogr-1374	239	21	19	19	NUM
iogr-1374	239	22	may	may	NOUN
iogr-1374	239	23	.	.	PUNCT
iogr-1374	240	1	spe-185492	spe-185492	PROPN
iogr-1374	240	2	-	-	PUNCT
iogr-1374	240	3	ms	ms	PROPN
iogr-1374	240	4	.	.	PROPN
iogr-1374	240	5	idress	idress	PROPN
iogr-1374	240	6	,	,	PUNCT
iogr-1374	240	7	m.	m.	NOUN
iogr-1374	240	8	and	and	CCONJ
iogr-1374	240	9	hasan	hasan	PROPN
iogr-1374	240	10	,	,	PUNCT
iogr-1374	240	11	m.	m.	NOUN
iogr-1374	240	12	l.	l.	PROPN
iogr-1374	240	13	2020	2020	NUM
iogr-1374	240	14	.	.	PUNCT
iogr-1374	241	1	investigation	investigation	NOUN
iogr-1374	241	2	of	of	ADP
iogr-1374	241	3	different	different	ADJ
iogr-1374	241	4	environmental	environmental	ADJ
iogr-1374	241	5	-	-	PUNCT
iogr-1374	241	6	friendly	friendly	ADJ
iogr-1374	241	7	waste	waste	NOUN
iogr-1374	241	8	materials	material	NOUN
iogr-1374	241	9	as	as	ADP
iogr-1374	241	10	lost	lose	VERB
iogr-1374	241	11	circulation	circulation	NOUN
iogr-1374	241	12	additive	additive	NOUN
iogr-1374	241	13	in	in	ADP
iogr-1374	241	14	drilling	drilling	NOUN
iogr-1374	241	15	fluids	fluid	NOUN
iogr-1374	241	16	.	.	PUNCT
iogr-1374	242	1	journal	journal	PROPN
iogr-1374	242	2	of	of	ADP
iogr-1374	242	3	petroleum	petroleum	NOUN
iogr-1374	242	4	exploration	exploration	NOUN
iogr-1374	242	5	and	and	CCONJ
iogr-1374	242	6	production	production	NOUN
iogr-1374	242	7	technology	technology	NOUN
iogr-1374	242	8	10(2	10(2	NUM
iogr-1374	242	9	):	):	PUNCT
iogr-1374	242	10	233	233	NUM
iogr-1374	242	11	-	-	SYM
iogr-1374	242	12	42	42	NUM
iogr-1374	242	13	.	.	PUNCT
iogr-1374	243	1	le	le	PROPN
iogr-1374	243	2	,	,	PUNCT
iogr-1374	243	3	h.	h.	PROPN
iogr-1374	243	4	n.	n.	PROPN
iogr-1374	243	5	n.	n.	PROPN
iogr-1374	243	6	,	,	PUNCT
iogr-1374	243	7	hau	hau	PROPN
iogr-1374	243	8	,	,	PUNCT
iogr-1374	243	9	d.	d.	PROPN
iogr-1374	243	10	p.	p.	PROPN
iogr-1374	243	11	,	,	PUNCT
iogr-1374	243	12	hieu	hieu	PROPN
iogr-1374	243	13	,	,	PUNCT
iogr-1374	243	14	l.	l.	PROPN
iogr-1374	243	15	t.	t.	PROPN
iogr-1374	243	16	,	,	PUNCT
iogr-1374	243	17	et	et	PROPN
iogr-1374	243	18	al	al	PROPN
iogr-1374	243	19	.	.	PROPN
iogr-1374	243	20	2023	2023	NUM
iogr-1374	243	21	.	.	PUNCT
iogr-1374	244	1	an	an	DET
iogr-1374	244	2	eco	eco	NOUN
iogr-1374	244	3	-	-	PUNCT
iogr-1374	244	4	friendly	friendly	ADJ
iogr-1374	244	5	fluid	fluid	ADJ
iogr-1374	244	6	loss	loss	NOUN
iogr-1374	244	7	control	control	NOUN
iogr-1374	244	8	additive	additive	NOUN
iogr-1374	244	9	for	for	ADP
iogr-1374	244	10	water	water	NOUN
iogr-1374	244	11	-	-	PUNCT
iogr-1374	244	12	based	base	VERB
iogr-1374	244	13	bentonite	bentonite	NOUN
iogr-1374	244	14	drilling	drilling	NOUN
iogr-1374	244	15	fluid	fluid	NOUN
iogr-1374	244	16	:	:	PUNCT
iogr-1374	244	17	orange	orange	PROPN
iogr-1374	244	18	peel	peel	PROPN
iogr-1374	244	19	waste	waste	PROPN
iogr-1374	244	20	.	.	PUNCT
iogr-1374	245	1	chemical	chemical	NOUN
iogr-1374	245	2	engineering	engineering	NOUN
iogr-1374	245	3	transactions	transaction	NOUN
iogr-1374	245	4	106(7	106(7	NUM
iogr-1374	245	5	):	):	PUNCT
iogr-1374	245	6	931	931	NUM
iogr-1374	245	7	-	-	SYM
iogr-1374	245	8	36	36	NUM
iogr-1374	245	9	.	.	PUNCT
iogr-1374	246	1	michael	michael	PROPN
iogr-1374	246	2	-	-	PUNCT
iogr-1374	246	3	igolima	igolima	PROPN
iogr-1374	246	4	,	,	PUNCT
iogr-1374	246	5	u.	u.	PROPN
iogr-1374	246	6	,	,	PUNCT
iogr-1374	246	7	samuel	samuel	PROPN
iogr-1374	246	8	,	,	PUNCT
iogr-1374	246	9	j.	j.	PROPN
iogr-1374	246	10	a.	a.	PROPN
iogr-1374	246	11	,	,	PUNCT
iogr-1374	246	12	augustine	augustine	PROPN
iogr-1374	246	13	,	,	PUNCT
iogr-1374	246	14	o.	o.	PROPN
iogr-1374	246	15	et	et	PROPN
iogr-1374	246	16	al	al	PROPN
iogr-1374	246	17	.	.	PROPN
iogr-1374	246	18	2023	2023	NUM
iogr-1374	246	19	.	.	PUNCT
iogr-1374	247	1	modified	modify	VERB
iogr-1374	247	2	orange	orange	PROPN
iogr-1374	247	3	peel	peel	PROPN
iogr-1374	247	4	waste	waste	NOUN
iogr-1374	247	5	as	as	ADP
iogr-1374	247	6	a	a	DET
iogr-1374	247	7	sustainable	sustainable	ADJ
iogr-1374	247	8	material	material	NOUN
iogr-1374	247	9	for	for	ADP
iogr-1374	247	10	adsorption	adsorption	NOUN
iogr-1374	247	11	of	of	ADP
iogr-1374	247	12	contaminants	contaminant	NOUN
iogr-1374	247	13	.	.	PUNCT
iogr-1374	248	1	materials	material	NOUN
iogr-1374	248	2	16(3):1	16(3):1	PROPN
iogr-1374	248	3	-	-	PUNCT
iogr-1374	248	4	12	12	NUM
iogr-1374	248	5	.	.	PUNCT
iogr-1374	249	1	murtaza	murtaza	PROPN
iogr-1374	249	2	,	,	PUNCT
iogr-1374	249	3	m.	m.	NOUN
iogr-1374	249	4	,	,	PUNCT
iogr-1374	249	5	hafiz	hafiz	PROPN
iogr-1374	249	6	,	,	PUNCT
iogr-1374	249	7	m.	m.	NOUN
iogr-1374	249	8	a.	a.	PROPN
iogr-1374	249	9	,	,	PUNCT
iogr-1374	249	10	zhou	zhou	PROPN
iogr-1374	249	11	,	,	PUNCT
iogr-1374	249	12	x.	x.	PROPN
iogr-1374	249	13	,	,	PUNCT
iogr-1374	249	14	et	et	PROPN
iogr-1374	249	15	al	al	PROPN
iogr-1374	249	16	.	.	PROPN
iogr-1374	249	17	2022	2022	NUM
iogr-1374	249	18	.	.	PUNCT
iogr-1374	250	1	okra	okra	NOUN
iogr-1374	250	2	mucilage	mucilage	NOUN
iogr-1374	250	3	as	as	ADP
iogr-1374	250	4	environment	environment	NOUN
iogr-1374	250	5	friendly	friendly	ADJ
iogr-1374	250	6	and	and	CCONJ
iogr-1374	250	7	non	non	ADJ
iogr-1374	250	8	-	-	ADJ
iogr-1374	250	9	toxic	toxic	ADJ
iogr-1374	250	10	shale	shale	NOUN
iogr-1374	250	11	swelling	swell	VERB
iogr-1374	250	12	inhibitor	inhibitor	NOUN
iogr-1374	250	13	in	in	ADP
iogr-1374	250	14	water	water	NOUN
iogr-1374	250	15	based	base	VERB
iogr-1374	250	16	drilling	drilling	NOUN
iogr-1374	250	17	fluids	fluid	NOUN
iogr-1374	250	18	.	.	PUNCT
iogr-1374	251	1	fuel	fuel	NOUN
iogr-1374	251	2	320(3	320(3	NUM
iogr-1374	251	3	):	):	PUNCT
iogr-1374	251	4	123868	123868	NUM
iogr-1374	251	5	.	.	PUNCT
iogr-1374	252	1	murtaza	murtaza	PROPN
iogr-1374	252	2	,	,	PUNCT
iogr-1374	252	3	m.	m.	NOUN
iogr-1374	252	4	,	,	PUNCT
iogr-1374	252	5	zeeshan	zeeshan	PROPN
iogr-1374	252	6	,	,	PUNCT
iogr-1374	252	7	t.	t.	PROPN
iogr-1374	252	8	,	,	PUNCT
iogr-1374	252	9	zhou	zhou	PROPN
iogr-1374	252	10	,	,	PUNCT
iogr-1374	252	11	x.	x.	PROPN
iogr-1374	252	12	,	,	PUNCT
iogr-1374	252	13	et	et	PROPN
iogr-1374	252	14	al	al	PROPN
iogr-1374	252	15	.	.	PROPN
iogr-1374	252	16	2021	2021	NUM
iogr-1374	252	17	.	.	PUNCT
iogr-1374	253	1	okra	okra	NOUN
iogr-1374	253	2	as	as	ADP
iogr-1374	253	3	an	an	DET
iogr-1374	253	4	environment	environment	NOUN
iogr-1374	253	5	-	-	PUNCT
iogr-1374	253	6	friendly	friendly	ADJ
iogr-1374	253	7	fluid	fluid	ADJ
iogr-1374	253	8	loss	loss	NOUN
iogr-1374	253	9	control	control	NOUN
iogr-1374	253	10	additive	additive	NOUN
iogr-1374	253	11	for	for	ADP
iogr-1374	253	12	drilling	drilling	NOUN
iogr-1374	253	13	fluids	fluid	NOUN
iogr-1374	253	14	:	:	PUNCT
iogr-1374	253	15	experimental	experimental	PROPN
iogr-1374	253	16	&	&	CCONJ
iogr-1374	253	17	modeling	model	VERB
iogr-1374	253	18	studies	study	NOUN
iogr-1374	253	19	.	.	PUNCT
iogr-1374	254	1	journal	journal	PROPN
iogr-1374	254	2	of	of	ADP
iogr-1374	254	3	petroleum	petroleum	NOUN
iogr-1374	254	4	science	science	NOUN
iogr-1374	254	5	and	and	CCONJ
iogr-1374	254	6	engineering	engineering	NOUN
iogr-1374	254	7	204(3	204(3	NUM
iogr-1374	254	8	):	):	PUNCT
iogr-1374	254	9	108743	108743	NUM
iogr-1374	254	10	.	.	PUNCT
iogr-1374	255	1	le	le	X
iogr-1374	255	2	,	,	PUNCT
iogr-1374	255	3	h.	h.	PROPN
iogr-1374	255	4	n.	n.	PROPN
iogr-1374	255	5	n.	n.	PROPN
iogr-1374	255	6	,	,	PUNCT
iogr-1374	255	7	phat	phat	PROPN
iogr-1374	255	8	,	,	PUNCT
iogr-1374	255	9	l.t	l.t	PROPN
iogr-1374	255	10	.	.	PROPN
iogr-1374	255	11	,	,	PUNCT
iogr-1374	255	12	phuoc	phuoc	NOUN
iogr-1374	255	13	,	,	PUNCT
iogr-1374	255	14	t.	t.	PROPN
iogr-1374	255	15	h.	h.	PROPN
iogr-1374	255	16	,	,	PUNCT
iogr-1374	255	17	et	et	PROPN
iogr-1374	255	18	al	al	PROPN
iogr-1374	255	19	.	.	PROPN
iogr-1374	255	20	2024	2024	NUM
iogr-1374	255	21	.	.	PUNCT
iogr-1374	256	1	influence	influence	NOUN
iogr-1374	256	2	of	of	ADP
iogr-1374	256	3	salt	salt	NOUN
iogr-1374	256	4	contamination	contamination	NOUN
iogr-1374	256	5	on	on	ADP
iogr-1374	256	6	the	the	DET
iogr-1374	256	7	rheological	rheological	ADJ
iogr-1374	256	8	and	and	CCONJ
iogr-1374	256	9	filtration	filtration	NOUN
iogr-1374	256	10	properties	property	NOUN
iogr-1374	256	11	of	of	ADP
iogr-1374	256	12	bentonite	bentonite	NOUN
iogr-1374	256	13	based	base	VERB
iogr-1374	256	14	mud	mud	NOUN
iogr-1374	256	15	.	.	PUNCT
iogr-1374	257	1	iop	iop	PROPN
iogr-1374	257	2	conference	conference	PROPN
iogr-1374	257	3	series	series	PROPN
iogr-1374	257	4	:	:	PUNCT
iogr-1374	257	5	earth	earth	NOUN
iogr-1374	257	6	and	and	CCONJ
iogr-1374	257	7	environmental	environmental	ADJ
iogr-1374	257	8	science	science	NOUN
iogr-1374	257	9	1340(1):1	1340(1):1	PROPN
iogr-1374	257	10	-	-	SYM
iogr-1374	257	11	12	12	NUM
iogr-1374	257	12	novrianti	novrianti	NOUN
iogr-1374	257	13	,	,	PUNCT
iogr-1374	257	14	i.	i.	PROPN
iogr-1374	257	15	k.	k.	PROPN
iogr-1374	257	16	,	,	PUNCT
iogr-1374	257	17	yuliastini	yuliastini	PROPN
iogr-1374	257	18	,	,	PUNCT
iogr-1374	257	19	a.	a.	NOUN
iogr-1374	257	20	,	,	PUNCT
iogr-1374	257	21	and	and	CCONJ
iogr-1374	257	22	novriansyah	novriansyah	NOUN
iogr-1374	257	23	,	,	PUNCT
iogr-1374	257	24	a.	a.	NOUN
iogr-1374	257	25	2019	2019	NUM
iogr-1374	257	26	.	.	PUNCT
iogr-1374	258	1	experimental	experimental	ADJ
iogr-1374	258	2	analysis	analysis	NOUN
iogr-1374	258	3	of	of	ADP
iogr-1374	258	4	cassava	cassava	NOUN
iogr-1374	258	5	starch	starch	NOUN
iogr-1374	258	6	as	as	ADP
iogr-1374	258	7	a	a	DET
iogr-1374	258	8	fluid	fluid	ADJ
iogr-1374	258	9	loss	loss	NOUN
iogr-1374	258	10	control	control	NOUN
iogr-1374	258	11	agent	agent	NOUN
iogr-1374	258	12	on	on	ADP
iogr-1374	258	13	drilling	drill	VERB
iogr-1374	258	14	mud	mud	NOUN
iogr-1374	258	15	.	.	PUNCT
iogr-1374	259	1	materials	material	NOUN
iogr-1374	259	2	today	today	NOUN
iogr-1374	259	3	:	:	PUNCT
iogr-1374	259	4	proceedings	proceeding	NOUN
iogr-1374	259	5	39(7	39(7	NUM
iogr-1374	259	6	):	):	PUNCT
iogr-1374	259	7	1094	1094	NUM
iogr-1374	259	8	-	-	SYM
iogr-1374	259	9	1098	1098	NUM
iogr-1374	259	10	.	.	PUNCT
iogr-1374	260	1	okoro	okoro	PROPN
iogr-1374	260	2	,	,	PUNCT
iogr-1374	260	3	e.	e.	PROPN
iogr-1374	260	4	e.	e.	PROPN
iogr-1374	260	5	,	,	PUNCT
iogr-1374	260	6	ochonma	ochonma	PROPN
iogr-1374	260	7	,	,	PUNCT
iogr-1374	260	8	c.	c.	PROPN
iogr-1374	260	9	,	,	PUNCT
iogr-1374	260	10	sanni	sanni	PROPN
iogr-1374	260	11	,	,	PUNCT
iogr-1374	260	12	s.	s.	PROPN
iogr-1374	260	13	e.	e.	PROPN
iogr-1374	260	14	,	,	PUNCT
iogr-1374	260	15	et	et	PROPN
iogr-1374	260	16	al	al	PROPN
iogr-1374	260	17	.	.	PROPN
iogr-1374	260	18	2022	2022	NUM
iogr-1374	260	19	.	.	PUNCT
iogr-1374	261	1	risk	risk	NOUN
iogr-1374	261	2	assessment	assessment	NOUN
iogr-1374	261	3	of	of	ADP
iogr-1374	261	4	human	human	ADJ
iogr-1374	261	5	exposure	exposure	NOUN
iogr-1374	261	6	to	to	ADP
iogr-1374	261	7	radionuclides	radionuclide	NOUN
iogr-1374	261	8	and	and	CCONJ
iogr-1374	261	9	heavy	heavy	ADJ
iogr-1374	261	10	metals	metal	NOUN
iogr-1374	261	11	in	in	ADP
iogr-1374	261	12	oil	oil	NOUN
iogr-1374	261	13	-	-	PUNCT
iogr-1374	261	14	based	base	VERB
iogr-1374	261	15	mud	mud	NOUN
iogr-1374	261	16	samples	sample	NOUN
iogr-1374	261	17	used	use	VERB
iogr-1374	261	18	for	for	ADP
iogr-1374	261	19	drilling	drilling	NOUN
iogr-1374	261	20	operation	operation	NOUN
iogr-1374	261	21	.	.	PUNCT
iogr-1374	262	1	international	international	ADJ
iogr-1374	262	2	journal	journal	PROPN
iogr-1374	262	3	of	of	ADP
iogr-1374	262	4	environmental	environmental	ADJ
iogr-1374	262	5	health	health	PROPN
iogr-1374	262	6	research	research	PROPN
iogr-1374	262	7	32(5	32(5	NOUN
iogr-1374	262	8	):	):	PUNCT
iogr-1374	262	9	972	972	NUM
iogr-1374	262	10	-	-	SYM
iogr-1374	262	11	983	983	NUM
iogr-1374	262	12	.	.	PUNCT
iogr-1374	263	1	pilgun	pilgun	PROPN
iogr-1374	263	2	,	,	PUNCT
iogr-1374	263	3	s.	s.	PROPN
iogr-1374	263	4	and	and	CCONJ
iogr-1374	263	5	aramelev	aramelev	ADJ
iogr-1374	263	6	,	,	PUNCT
iogr-1374	263	7	a.	a.	NOUN
iogr-1374	263	8	2013	2013	NUM
iogr-1374	263	9	.	.	PUNCT
iogr-1374	264	1	environmentally	environmentally	ADV
iogr-1374	264	2	compatible	compatible	ADJ
iogr-1374	264	3	drilling	drilling	NOUN
iogr-1374	264	4	fluids	fluid	NOUN
iogr-1374	264	5	.	.	PUNCT
iogr-1374	265	1	paper	paper	NOUN
iogr-1374	265	2	presented	present	VERB
iogr-1374	265	3	at	at	ADP
iogr-1374	265	4	the	the	DET
iogr-1374	265	5	spe	spe	PROPN
iogr-1374	265	6	arctic	arctic	ADJ
iogr-1374	265	7	and	and	CCONJ
iogr-1374	265	8	extreme	extreme	ADJ
iogr-1374	265	9	environments	environment	NOUN
iogr-1374	265	10	technical	technical	ADJ
iogr-1374	265	11	conference	conference	NOUN
iogr-1374	265	12	and	and	CCONJ
iogr-1374	265	13	exhibition	exhibition	NOUN
iogr-1374	265	14	,	,	PUNCT
iogr-1374	265	15	moscow	moscow	PROPN
iogr-1374	265	16	,	,	PUNCT
iogr-1374	265	17	russia	russia	PROPN
iogr-1374	265	18	,	,	PUNCT
iogr-1374	265	19	15	15	NUM
iogr-1374	265	20	-	-	SYM
iogr-1374	265	21	17	17	NUM
iogr-1374	265	22	october	october	PROPN
iogr-1374	265	23	.	.	PUNCT
iogr-1374	266	1	spe-166847	spe-166847	PROPN
iogr-1374	266	2	-	-	PUNCT
iogr-1374	266	3	ms	ms	PROPN
iogr-1374	266	4	.	.	PROPN
iogr-1374	266	5	quan	quan	PROPN
iogr-1374	266	6	,	,	PUNCT
iogr-1374	266	7	h.	h.	PROPN
iogr-1374	266	8	,	,	PUNCT
iogr-1374	266	9	li	li	PROPN
iogr-1374	266	10	,	,	PUNCT
iogr-1374	266	11	h.	h.	PROPN
iogr-1374	266	12	,	,	PUNCT
iogr-1374	266	13	huang	huang	PROPN
iogr-1374	266	14	,	,	PUNCT
iogr-1374	266	15	z.	z.	PROPN
iogr-1374	266	16	,	,	PUNCT
iogr-1374	266	17	et	et	PROPN
iogr-1374	266	18	al	al	PROPN
iogr-1374	266	19	.	.	PROPN
iogr-1374	266	20	2014	2014	NUM
iogr-1374	266	21	.	.	PUNCT
iogr-1374	267	1	copolymer	copolymer	NOUN
iogr-1374	267	2	sj-1	sj-1	PROPN
iogr-1374	267	3	as	as	ADP
iogr-1374	267	4	a	a	DET
iogr-1374	267	5	fluid	fluid	ADJ
iogr-1374	267	6	loss	loss	NOUN
iogr-1374	267	7	additive	additive	NOUN
iogr-1374	267	8	for	for	ADP
iogr-1374	267	9	drilling	drilling	NOUN
iogr-1374	267	10	fluid	fluid	NOUN
iogr-1374	267	11	with	with	ADP
iogr-1374	267	12	high	high	ADJ
iogr-1374	267	13	content	content	NOUN
iogr-1374	267	14	of	of	ADP
iogr-1374	267	15	salt	salt	NOUN
iogr-1374	267	16	and	and	CCONJ
iogr-1374	267	17	calcium	calcium	NOUN
iogr-1374	267	18	.	.	PUNCT
iogr-1374	268	1	international	international	ADJ
iogr-1374	268	2	journal	journal	NOUN
iogr-1374	268	3	of	of	ADP
iogr-1374	268	4	polymer	polymer	NOUN
iogr-1374	268	5	science	science	NOUN
iogr-1374	268	6	2014:1	2014:1	NUM
iogr-1374	268	7	-	-	SYM
iogr-1374	268	8	15	15	NUM
iogr-1374	268	9	.	.	PUNCT
iogr-1374	269	1	sehly	sehly	ADV
iogr-1374	269	2	,	,	PUNCT
iogr-1374	269	3	k.	k.	PROPN
iogr-1374	269	4	,	,	PUNCT
iogr-1374	269	5	chiew	chiew	PROPN
iogr-1374	269	6	,	,	PUNCT
iogr-1374	269	7	h.	h.	PROPN
iogr-1374	269	8	,	,	PUNCT
iogr-1374	269	9	li	li	PROPN
iogr-1374	269	10	,	,	PUNCT
iogr-1374	269	11	h.	h.	PROPN
iogr-1374	269	12	,	,	PUNCT
iogr-1374	269	13	et	et	PROPN
iogr-1374	269	14	al	al	PROPN
iogr-1374	269	15	.	.	PROPN
iogr-1374	269	16	2015	2015	NUM
iogr-1374	269	17	.	.	PUNCT
iogr-1374	270	1	stability	stability	NOUN
iogr-1374	270	2	and	and	CCONJ
iogr-1374	270	3	ageing	age	VERB
iogr-1374	270	4	behaviour	behaviour	NOUN
iogr-1374	270	5	and	and	CCONJ
iogr-1374	270	6	the	the	DET
iogr-1374	270	7	formulation	formulation	NOUN
iogr-1374	270	8	of	of	ADP
iogr-1374	270	9	potassium	potassium	NOUN
iogr-1374	270	10	-	-	PUNCT
iogr-1374	270	11	based	base	VERB
iogr-1374	270	12	drilling	drilling	NOUN
iogr-1374	270	13	muds	muds	PROPN
iogr-1374	270	14	.	.	PUNCT
iogr-1374	271	1	applied	apply	VERB
iogr-1374	271	2	clay	clay	NOUN
iogr-1374	271	3	science	science	NOUN
iogr-1374	271	4	104(1):309	104(1):309	NUM
iogr-1374	271	5	-	-	SYM
iogr-1374	271	6	17	17	NUM
iogr-1374	271	7	.	.	PUNCT
iogr-1374	271	8	improved	improve	VERB
iogr-1374	271	9	oil	oil	NOUN
iogr-1374	271	10	and	and	CCONJ
iogr-1374	271	11	gas	gas	NOUN
iogr-1374	271	12	recovery	recovery	NOUN
iogr-1374	271	13	14	14	NUM
iogr-1374	271	14	shafiq	shafiq	PROPN
iogr-1374	271	15	,	,	PUNCT
iogr-1374	271	16	m.	m.	NOUN
iogr-1374	271	17	u.	u.	PROPN
iogr-1374	271	18	,	,	PUNCT
iogr-1374	271	19	vivegananthan	vivegananthan	PROPN
iogr-1374	271	20	,	,	PUNCT
iogr-1374	271	21	d.	d.	PROPN
iogr-1374	271	22	n.	n.	PROPN
iogr-1374	271	23	khan	khan	PROPN
iogr-1374	271	24	,	,	PUNCT
iogr-1374	271	25	m.	m.	NOUN
iogr-1374	271	26	,	,	PUNCT
iogr-1374	271	27	et	et	PROPN
iogr-1374	271	28	al	al	PROPN
iogr-1374	271	29	.	.	PROPN
iogr-1374	271	30	2024	2024	NUM
iogr-1374	271	31	.	.	PUNCT
iogr-1374	272	1	experimental	experimental	ADJ
iogr-1374	272	2	investigation	investigation	NOUN
iogr-1374	272	3	of	of	ADP
iogr-1374	272	4	agricultural	agricultural	ADJ
iogr-1374	272	5	wastes	waste	NOUN
iogr-1374	272	6	effect	effect	NOUN
iogr-1374	272	7	on	on	ADP
iogr-1374	272	8	drilling	drill	VERB
iogr-1374	272	9	mud	mud	NOUN
iogr-1374	272	10	properties	property	NOUN
iogr-1374	272	11	.	.	PUNCT
iogr-1374	273	1	improved	improve	VERB
iogr-1374	273	2	oil	oil	NOUN
iogr-1374	273	3	and	and	CCONJ
iogr-1374	273	4	gas	gas	NOUN
iogr-1374	273	5	recovery	recovery	NOUN
iogr-1374	273	6	8(1):1	8(1):1	PROPN
iogr-1374	273	7	-	-	PUNCT
iogr-1374	273	8	18	18	NUM
iogr-1374	273	9	.	.	PUNCT
iogr-1374	274	1	nam	nam	PROPN
iogr-1374	274	2	nguyen	nguyen	PROPN
iogr-1374	274	3	hai	hai	PROPN
iogr-1374	274	4	le	le	PROPN
iogr-1374	274	5	is	be	AUX
iogr-1374	274	6	a	a	DET
iogr-1374	274	7	lecturer	lecturer	NOUN
iogr-1374	274	8	in	in	ADP
iogr-1374	274	9	the	the	DET
iogr-1374	274	10	department	department	NOUN
iogr-1374	274	11	of	of	ADP
iogr-1374	274	12	geology	geology	NOUN
iogr-1374	274	13	and	and	CCONJ
iogr-1374	274	14	petroleum	petroleum	NOUN
iogr-1374	274	15	engineering	engineering	NOUN
iogr-1374	274	16	at	at	ADP
iogr-1374	274	17	ho	ho	PROPN
iogr-1374	274	18	chi	chi	PROPN
iogr-1374	274	19	minh	minh	PROPN
iogr-1374	274	20	city	city	PROPN
iogr-1374	274	21	university	university	PROPN
iogr-1374	274	22	of	of	ADP
iogr-1374	274	23	technology	technology	NOUN
iogr-1374	274	24	,	,	PUNCT
iogr-1374	274	25	vnu	vnu	PROPN
iogr-1374	274	26	-	-	PUNCT
iogr-1374	274	27	hcmc	hcmc	PROPN
iogr-1374	274	28	,	,	PUNCT
iogr-1374	274	29	ho	ho	PROPN
iogr-1374	274	30	chi	chi	PROPN
iogr-1374	274	31	minh	minh	PROPN
iogr-1374	274	32	city	city	PROPN
iogr-1374	274	33	,	,	PUNCT
iogr-1374	274	34	vietnam	vietnam	PROPN
iogr-1374	274	35	.	.	PUNCT
iogr-1374	275	1	he	he	PRON
iogr-1374	275	2	obtained	obtain	VERB
iogr-1374	275	3	both	both	DET
iogr-1374	275	4	his	his	PRON
iogr-1374	275	5	b.	b.	PROPN
iogr-1374	275	6	eng	eng	PROPN
iogr-1374	275	7	.	.	PROPN
iogr-1374	276	1	and	and	CCONJ
iogr-1374	276	2	m.	m.	PROPN
iogr-1374	276	3	eng	eng	PROPN
iogr-1374	276	4	.	.	PROPN
iogr-1374	276	5	degrees	degree	NOUN
iogr-1374	276	6	in	in	ADP
iogr-1374	276	7	petroleum	petroleum	NOUN
iogr-1374	276	8	engineering	engineering	NOUN
iogr-1374	276	9	from	from	ADP
iogr-1374	276	10	the	the	DET
iogr-1374	276	11	same	same	ADJ
iogr-1374	276	12	institution	institution	NOUN
iogr-1374	276	13	and	and	CCONJ
iogr-1374	276	14	earned	earn	VERB
iogr-1374	276	15	his	his	PRON
iogr-1374	276	16	ph.d	ph.d	NOUN
iogr-1374	276	17	.	.	PUNCT
iogr-1374	277	1	in	in	ADP
iogr-1374	277	2	earth	earth	NOUN
iogr-1374	277	3	resources	resource	NOUN
iogr-1374	277	4	engineering	engineer	VERB
iogr-1374	277	5	from	from	ADP
iogr-1374	277	6	kyushu	kyushu	PROPN
iogr-1374	277	7	university	university	PROPN
iogr-1374	277	8	,	,	PUNCT
iogr-1374	277	9	japan	japan	PROPN
iogr-1374	277	10	.	.	PUNCT
iogr-1374	278	1	his	his	PRON
iogr-1374	278	2	research	research	NOUN
iogr-1374	278	3	focuses	focus	VERB
iogr-1374	278	4	on	on	ADP
iogr-1374	278	5	drilling	drill	VERB
iogr-1374	278	6	engineering	engineering	NOUN
iogr-1374	278	7	,	,	PUNCT
iogr-1374	278	8	reservoir	reservoir	NOUN
iogr-1374	278	9	engineering	engineering	NOUN
iogr-1374	278	10	,	,	PUNCT
iogr-1374	278	11	and	and	CCONJ
iogr-1374	278	12	enhanced	enhance	VERB
iogr-1374	278	13	oil	oil	NOUN
iogr-1374	278	14	recovery	recovery	NOUN
iogr-1374	278	15	.	.	PUNCT
iogr-1374	279	1	le	le	PROPN
iogr-1374	279	2	nguyen	nguyen	PROPN
iogr-1374	279	3	hoang	hoang	PROPN
iogr-1374	279	4	duy	duy	PROPN
iogr-1374	279	5	is	be	AUX
iogr-1374	279	6	currently	currently	ADV
iogr-1374	279	7	an	an	DET
iogr-1374	279	8	undergraduate	undergraduate	ADJ
iogr-1374	279	9	student	student	NOUN
iogr-1374	279	10	in	in	ADP
iogr-1374	279	11	department	department	PROPN
iogr-1374	279	12	of	of	ADP
iogr-1374	279	13	geology	geology	NOUN
iogr-1374	279	14	and	and	CCONJ
iogr-1374	279	15	petroleum	petroleum	NOUN
iogr-1374	279	16	engineering	engineering	NOUN
iogr-1374	279	17	,	,	PUNCT
iogr-1374	279	18	ho	ho	PROPN
iogr-1374	279	19	chi	chi	PROPN
iogr-1374	279	20	minh	minh	PROPN
iogr-1374	279	21	city	city	PROPN
iogr-1374	279	22	university	university	PROPN
iogr-1374	279	23	of	of	ADP
iogr-1374	279	24	technology	technology	NOUN
iogr-1374	279	25	,	,	PUNCT
iogr-1374	279	26	vnu	vnu	PROPN
iogr-1374	279	27	-	-	PUNCT
iogr-1374	279	28	hcmc	hcmc	PROPN
iogr-1374	279	29	,	,	PUNCT
iogr-1374	279	30	ho	ho	PROPN
iogr-1374	279	31	chi	chi	PROPN
iogr-1374	279	32	minh	minh	PROPN
iogr-1374	279	33	city	city	PROPN
iogr-1374	279	34	,	,	PUNCT
iogr-1374	279	35	vietnam	vietnam	PROPN
iogr-1374	279	36	.	.	PUNCT
iogr-1374	280	1	his	his	PRON
iogr-1374	280	2	research	research	NOUN
iogr-1374	280	3	interests	interest	NOUN
iogr-1374	280	4	include	include	VERB
iogr-1374	280	5	hole	hole	NOUN
iogr-1374	280	6	cleaning	clean	VERB
iogr-1374	280	7	in	in	ADP
iogr-1374	280	8	wells	well	NOUN
iogr-1374	280	9	,	,	PUNCT
iogr-1374	280	10	drilling	drill	VERB
iogr-1374	280	11	optimization	optimization	NOUN
iogr-1374	280	12	,	,	PUNCT
iogr-1374	280	13	and	and	CCONJ
iogr-1374	280	14	drilling	drilling	NOUN
iogr-1374	280	15	fluid	fluid	ADJ
iogr-1374	280	16	materials	material	NOUN
iogr-1374	280	17	,	,	PUNCT
iogr-1374	280	18	with	with	ADP
iogr-1374	280	19	a	a	DET
iogr-1374	280	20	focus	focus	NOUN
iogr-1374	280	21	on	on	ADP
iogr-1374	280	22	enhancing	enhance	VERB
iogr-1374	280	23	wellbore	wellbore	NOUN
iogr-1374	280	24	stability	stability	NOUN
iogr-1374	280	25	and	and	CCONJ
iogr-1374	280	26	improving	improve	VERB
iogr-1374	280	27	drilling	drilling	NOUN
iogr-1374	280	28	efficiency	efficiency	NOUN
iogr-1374	280	29	.	.	PUNCT
iogr-1374	281	1	pham	pham	PROPN
iogr-1374	281	2	thi	thi	PROPN
iogr-1374	281	3	van	van	PROPN
iogr-1374	281	4	phung	phung	PROPN
iogr-1374	281	5	is	be	AUX
iogr-1374	281	6	currently	currently	ADV
iogr-1374	281	7	an	an	DET
iogr-1374	281	8	undergraduate	undergraduate	ADJ
iogr-1374	281	9	student	student	NOUN
iogr-1374	281	10	in	in	ADP
iogr-1374	281	11	department	department	PROPN
iogr-1374	281	12	of	of	ADP
iogr-1374	281	13	geology	geology	NOUN
iogr-1374	281	14	and	and	CCONJ
iogr-1374	281	15	petroleum	petroleum	NOUN
iogr-1374	281	16	engineering	engineering	NOUN
iogr-1374	281	17	,	,	PUNCT
iogr-1374	281	18	ho	ho	PROPN
iogr-1374	281	19	chi	chi	PROPN
iogr-1374	281	20	minh	minh	PROPN
iogr-1374	281	21	city	city	PROPN
iogr-1374	281	22	university	university	PROPN
iogr-1374	281	23	of	of	ADP
iogr-1374	281	24	technology	technology	NOUN
iogr-1374	281	25	,	,	PUNCT
iogr-1374	281	26	vnu	vnu	PROPN
iogr-1374	281	27	-	-	PUNCT
iogr-1374	281	28	hcmc	hcmc	PROPN
iogr-1374	281	29	,	,	PUNCT
iogr-1374	281	30	ho	ho	PROPN
iogr-1374	281	31	chi	chi	PROPN
iogr-1374	281	32	minh	minh	PROPN
iogr-1374	281	33	city	city	PROPN
iogr-1374	281	34	,	,	PUNCT
iogr-1374	281	35	vietnam	vietnam	PROPN
iogr-1374	281	36	.	.	PUNCT
iogr-1374	282	1	her	her	PRON
iogr-1374	282	2	research	research	NOUN
iogr-1374	282	3	interests	interest	NOUN
iogr-1374	282	4	focus	focus	VERB
iogr-1374	282	5	on	on	ADP
iogr-1374	282	6	eco	eco	NOUN
iogr-1374	282	7	-	-	PUNCT
iogr-1374	282	8	friendly	friendly	ADJ
iogr-1374	282	9	materials	material	NOUN
iogr-1374	282	10	and	and	CCONJ
iogr-1374	282	11	shale	shale	NOUN
iogr-1374	282	12	inhibitor	inhibitor	NOUN
iogr-1374	282	13	agents	agent	NOUN
iogr-1374	282	14	in	in	ADP
iogr-1374	282	15	drilling	drilling	NOUN
iogr-1374	282	16	fluids	fluid	NOUN
iogr-1374	282	17	,	,	PUNCT
iogr-1374	282	18	aiming	aim	VERB
iogr-1374	282	19	to	to	PART
iogr-1374	282	20	enhance	enhance	VERB
iogr-1374	282	21	drilling	drilling	NOUN
iogr-1374	282	22	performance	performance	NOUN
iogr-1374	282	23	while	while	SCONJ
iogr-1374	282	24	promoting	promote	VERB
iogr-1374	282	25	environmental	environmental	ADJ
iogr-1374	282	26	sustainability	sustainability	NOUN
iogr-1374	282	27	.	.	PUNCT