id	sid	tid	token	lemma	pos
easat-3147	1	1	edelweiss	edelweiss	PROPN
easat-3147	1	2	applied	apply	VERB
easat-3147	1	3	science	science	NOUN
easat-3147	1	4	and	and	CCONJ
easat-3147	1	5	technology	technology	NOUN
easat-3147	1	6	issn	issn	PROPN
easat-3147	1	7	:	:	PUNCT
easat-3147	1	8	2576	2576	NUM
easat-3147	1	9	-	-	SYM
easat-3147	1	10	8484	8484	NUM
easat-3147	1	11	vol	vol	NOUN
easat-3147	1	12	.	.	PROPN
easat-3147	1	13	8	8	NUM
easat-3147	1	14	,	,	PUNCT
easat-3147	1	15	no	no	INTJ
easat-3147	1	16	.	.	NOUN
easat-3147	1	17	6	6	NUM
easat-3147	1	18	,	,	PUNCT
easat-3147	1	19	5236	5236	NUM
easat-3147	1	20	-	-	SYM
easat-3147	1	21	5253	5253	NUM
easat-3147	1	22	2024	2024	NUM
easat-3147	1	23	publisher	publisher	NOUN
easat-3147	1	24	:	:	PUNCT
easat-3147	1	25	learning	learn	VERB
easat-3147	1	26	gate	gate	NOUN
easat-3147	1	27	doi	doi	PROPN
easat-3147	1	28	:	:	PUNCT
easat-3147	1	29	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	1	30	©	©	PROPN
easat-3147	1	31	2024	2024	NUM
easat-3147	1	32	by	by	ADP
easat-3147	1	33	the	the	DET
easat-3147	1	34	authors	author	NOUN
easat-3147	1	35	;	;	PUNCT
easat-3147	1	36	licensee	licensee	PROPN
easat-3147	1	37	learning	learning	NOUN
easat-3147	1	38	gate	gate	NOUN
easat-3147	1	39	©	©	PROPN
easat-3147	1	40	2024	2024	NUM
easat-3147	1	41	by	by	ADP
easat-3147	1	42	the	the	DET
easat-3147	1	43	authors	author	NOUN
easat-3147	1	44	;	;	PUNCT
easat-3147	1	45	licensee	licensee	PROPN
easat-3147	1	46	learning	learn	VERB
easat-3147	1	47	gate	gate	NOUN
easat-3147	1	48	*	*	PUNCT
easat-3147	1	49	correspondence	correspondence	NOUN
easat-3147	1	50	:	:	PUNCT
easat-3147	1	51	g.elkahlout@arabou.edu.sa	g.elkahlout@arabou.edu.sa	PROPN
easat-3147	1	52	bio	bio	PROPN
easat-3147	1	53	convection	convection	NOUN
easat-3147	1	54	heat	heat	NOUN
easat-3147	1	55	transfer	transfer	NOUN
easat-3147	1	56	in	in	ADP
easat-3147	1	57	sisko	sisko	PROPN
easat-3147	1	58	nanofluid	nanofluid	PROPN
easat-3147	1	59	past	past	ADP
easat-3147	1	60	a	a	DET
easat-3147	1	61	stretching	stretch	VERB
easat-3147	1	62	cylinder	cylinder	NOUN
easat-3147	1	63	with	with	ADP
easat-3147	1	64	soret	soret	NOUN
easat-3147	1	65	and	and	CCONJ
easat-3147	1	66	dufour	dufour	PROPN
easat-3147	1	67	effects	effect	NOUN
easat-3147	1	68	khuram	khuram	PROPN
easat-3147	1	69	rafique1	rafique1	PROPN
easat-3147	1	70	,	,	PUNCT
easat-3147	1	71	gamal	gamal	PROPN
easat-3147	1	72	elkahlout2	elkahlout2	PROPN
easat-3147	1	73	*	*	PROPN
easat-3147	1	74	ayesha	ayesha	PROPN
easat-3147	1	75	rehman1	rehman1	NOUN
easat-3147	1	76	,	,	PUNCT
easat-3147	1	77	shamaila	shamaila	PROPN
easat-3147	1	78	kanwal1	kanwal1	PROPN
easat-3147	2	1	1department	1department	NUM
easat-3147	2	2	of	of	ADP
easat-3147	2	3	mathematics	mathematic	NOUN
easat-3147	2	4	,	,	PUNCT
easat-3147	2	5	university	university	PROPN
easat-3147	2	6	of	of	ADP
easat-3147	2	7	sialkot	sialkot	PROPN
easat-3147	2	8	,	,	PUNCT
easat-3147	2	9	sialkot	sialkot	NOUN
easat-3147	2	10	51040	51040	NUM
easat-3147	2	11	,	,	PUNCT
easat-3147	2	12	pakistan	pakistan	PROPN
easat-3147	2	13	.	.	PUNCT
easat-3147	3	1	email	email	NOUN
easat-3147	3	2	:	:	PUNCT
easat-3147	3	3	khurram.rafique1005@gmail.com	khurram.rafique1005@gmail.com	X
easat-3147	3	4	(	(	PUNCT
easat-3147	3	5	k.r	k.r	PROPN
easat-3147	3	6	.	.	PUNCT
easat-3147	3	7	)	)	PUNCT
easat-3147	4	1	ayesharehmankhalid@gmail.com	ayesharehmankhalid@gmail.com	X
easat-3147	4	2	(	(	PUNCT
easat-3147	4	3	a.r	a.r	PROPN
easat-3147	4	4	.	.	PROPN
easat-3147	4	5	)	)	PUNCT
easat-3147	4	6	shamaila3355@gmail.com	shamaila3355@gmail.com	PUNCT
easat-3147	5	1	(	(	PUNCT
easat-3147	5	2	s.k	s.k	NOUN
easat-3147	5	3	.	.	PUNCT
easat-3147	5	4	)	)	PUNCT
easat-3147	6	1	2school	2school	NUM
easat-3147	6	2	of	of	ADP
easat-3147	6	3	business	business	NOUN
easat-3147	6	4	studies	study	NOUN
easat-3147	6	5	,	,	PUNCT
easat-3147	6	6	arab	arab	ADJ
easat-3147	6	7	open	open	PROPN
easat-3147	6	8	university	university	PROPN
easat-3147	6	9	,	,	PUNCT
easat-3147	6	10	riyadh	riyadh	PROPN
easat-3147	6	11	,	,	PUNCT
easat-3147	6	12	saudi	saudi	PROPN
easat-3147	6	13	arabia	arabia	PROPN
easat-3147	6	14	;	;	PUNCT
easat-3147	6	15	g.elkahlout@arabou.edu.sa	g.elkahlout@arabou.edu.sa	PROPN
easat-3147	6	16	(	(	PUNCT
easat-3147	6	17	g.e	g.e	PROPN
easat-3147	6	18	.	.	PUNCT
easat-3147	6	19	)	)	PUNCT
easat-3147	7	1	abstract	abstract	NOUN
easat-3147	7	2	:	:	PUNCT
easat-3147	7	3	the	the	DET
easat-3147	7	4	present	present	ADJ
easat-3147	7	5	flow	flow	NOUN
easat-3147	7	6	model	model	NOUN
easat-3147	7	7	provides	provide	VERB
easat-3147	7	8	useful	useful	ADJ
easat-3147	7	9	information	information	NOUN
easat-3147	7	10	for	for	ADP
easat-3147	7	11	the	the	DET
easat-3147	7	12	production	production	NOUN
easat-3147	7	13	of	of	ADP
easat-3147	7	14	nano	nano	NOUN
easat-3147	7	15	-	-	PUNCT
easat-3147	7	16	biomaterials	biomaterial	NOUN
easat-3147	7	17	,	,	PUNCT
easat-3147	7	18	medical	medical	ADJ
easat-3147	7	19	treatment	treatment	NOUN
easat-3147	7	20	,	,	PUNCT
easat-3147	7	21	materials	material	NOUN
easat-3147	7	22	science	science	NOUN
easat-3147	7	23	current	current	ADJ
easat-3147	7	24	research	research	NOUN
easat-3147	7	25	model	model	NOUN
easat-3147	7	26	has	have	AUX
easat-3147	7	27	been	be	AUX
easat-3147	7	28	utilized	utilize	VERB
easat-3147	7	29	.	.	PUNCT
easat-3147	8	1	the	the	DET
easat-3147	8	2	unique	unique	ADJ
easat-3147	8	3	thermal	thermal	ADJ
easat-3147	8	4	mechanisms	mechanism	NOUN
easat-3147	8	5	of	of	ADP
easat-3147	8	6	nanoparticles	nanoparticle	NOUN
easat-3147	8	7	have	have	AUX
easat-3147	8	8	garnered	garner	VERB
easat-3147	8	9	significant	significant	ADJ
easat-3147	8	10	attention	attention	NOUN
easat-3147	8	11	from	from	ADP
easat-3147	8	12	researchers	researcher	NOUN
easat-3147	8	13	in	in	ADP
easat-3147	8	14	recent	recent	ADJ
easat-3147	8	15	years	year	NOUN
easat-3147	8	16	.	.	PUNCT
easat-3147	9	1	these	these	DET
easat-3147	9	2	versatile	versatile	ADJ
easat-3147	9	3	materials	material	NOUN
easat-3147	9	4	have	have	VERB
easat-3147	9	5	numerous	numerous	ADJ
easat-3147	9	6	applications	application	NOUN
easat-3147	9	7	in	in	ADP
easat-3147	9	8	various	various	ADJ
easat-3147	9	9	fields	field	NOUN
easat-3147	9	10	,	,	PUNCT
easat-3147	9	11	including	include	VERB
easat-3147	9	12	cooling	cool	VERB
easat-3147	9	13	and	and	CCONJ
easat-3147	9	14	heating	heating	NOUN
easat-3147	9	15	control	control	NOUN
easat-3147	9	16	processes	process	NOUN
easat-3147	9	17	,	,	PUNCT
easat-3147	9	18	solar	solar	ADJ
easat-3147	9	19	systems	system	NOUN
easat-3147	9	20	,	,	PUNCT
easat-3147	9	21	energy	energy	NOUN
easat-3147	9	22	production	production	NOUN
easat-3147	9	23	,	,	PUNCT
easat-3147	9	24	nanoelectronics	nanoelectronic	NOUN
easat-3147	9	25	,	,	PUNCT
easat-3147	9	26	hybrid	hybrid	NOUN
easat-3147	9	27	-	-	PUNCT
easat-3147	9	28	powered	power	VERB
easat-3147	9	29	motors	motor	NOUN
easat-3147	9	30	,	,	PUNCT
easat-3147	9	31	cancer	cancer	NOUN
easat-3147	9	32	treatments	treatment	NOUN
easat-3147	9	33	,	,	PUNCT
easat-3147	9	34	and	and	CCONJ
easat-3147	9	35	renewable	renewable	ADJ
easat-3147	9	36	energy	energy	NOUN
easat-3147	9	37	systems	system	NOUN
easat-3147	9	38	.	.	PUNCT
easat-3147	10	1	furthermore	furthermore	ADV
easat-3147	10	2	,	,	PUNCT
easat-3147	10	3	the	the	DET
easat-3147	10	4	bioconvection	bioconvection	NOUN
easat-3147	10	5	of	of	ADP
easat-3147	10	6	nanofluids	nanofluid	NOUN
easat-3147	10	7	has	have	VERB
easat-3147	10	8	exciting	exciting	ADJ
easat-3147	10	9	implications	implication	NOUN
easat-3147	10	10	for	for	ADP
easat-3147	10	11	bioengineering	bioengineering	NOUN
easat-3147	10	12	and	and	CCONJ
easat-3147	10	13	biotechnology	biotechnology	NOUN
easat-3147	10	14	,	,	PUNCT
easat-3147	10	15	with	with	ADP
easat-3147	10	16	potential	potential	ADJ
easat-3147	10	17	uses	use	NOUN
easat-3147	10	18	in	in	ADP
easat-3147	10	19	biofuels	biofuel	NOUN
easat-3147	10	20	,	,	PUNCT
easat-3147	10	21	biosensors	biosensor	NOUN
easat-3147	10	22	,	,	PUNCT
easat-3147	10	23	and	and	CCONJ
easat-3147	10	24	enzymes	enzyme	NOUN
easat-3147	10	25	.	.	PUNCT
easat-3147	11	1	the	the	DET
easat-3147	11	2	aim	aim	NOUN
easat-3147	11	3	of	of	ADP
easat-3147	11	4	this	this	DET
easat-3147	11	5	study	study	NOUN
easat-3147	11	6	is	be	AUX
easat-3147	11	7	to	to	PART
easat-3147	11	8	investigate	investigate	VERB
easat-3147	11	9	the	the	DET
easat-3147	11	10	flow	flow	NOUN
easat-3147	11	11	behaviour	behaviour	NOUN
easat-3147	11	12	of	of	ADP
easat-3147	11	13	bioconvection	bioconvection	PROPN
easat-3147	11	14	sisko	sisko	PROPN
easat-3147	11	15	nanofluid	nanofluid	PROPN
easat-3147	11	16	flow	flow	NOUN
easat-3147	11	17	through	through	ADP
easat-3147	11	18	a	a	DET
easat-3147	11	19	stretching	stretch	VERB
easat-3147	11	20	cylindrical	cylindrical	ADJ
easat-3147	11	21	surface	surface	NOUN
easat-3147	11	22	.	.	PUNCT
easat-3147	12	1	further	far	ADV
easat-3147	12	2	,	,	PUNCT
easat-3147	12	3	the	the	DET
easat-3147	12	4	analysis	analysis	NOUN
easat-3147	12	5	has	have	AUX
easat-3147	12	6	been	be	AUX
easat-3147	12	7	modified	modify	VERB
easat-3147	12	8	by	by	ADP
easat-3147	12	9	including	include	VERB
easat-3147	12	10	the	the	DET
easat-3147	12	11	effects	effect	NOUN
easat-3147	12	12	of	of	ADP
easat-3147	12	13	soret	soret	NOUN
easat-3147	12	14	and	and	CCONJ
easat-3147	12	15	dufour	dufour	PROPN
easat-3147	12	16	.	.	PUNCT
easat-3147	13	1	the	the	DET
easat-3147	13	2	highly	highly	ADV
easat-3147	13	3	nonlinear	nonlinear	ADJ
easat-3147	13	4	and	and	CCONJ
easat-3147	13	5	coupled	couple	VERB
easat-3147	13	6	differential	differential	ADJ
easat-3147	13	7	equations	equation	NOUN
easat-3147	13	8	were	be	AUX
easat-3147	13	9	numerically	numerically	ADV
easat-3147	13	10	solved	solve	VERB
easat-3147	13	11	using	use	VERB
easat-3147	13	12	a	a	DET
easat-3147	13	13	bvp4c	bvp4c	PROPN
easat-3147	13	14	solver	solver	NOUN
easat-3147	13	15	to	to	PART
easat-3147	13	16	simulate	simulate	VERB
easat-3147	13	17	the	the	DET
easat-3147	13	18	problem	problem	NOUN
easat-3147	13	19	.	.	PUNCT
easat-3147	14	1	the	the	DET
easat-3147	14	2	effects	effect	NOUN
easat-3147	14	3	of	of	ADP
easat-3147	14	4	different	different	ADJ
easat-3147	14	5	flow	flow	NOUN
easat-3147	14	6	parameters	parameter	NOUN
easat-3147	14	7	on	on	ADP
easat-3147	14	8	velocity	velocity	NOUN
easat-3147	14	9	,	,	PUNCT
easat-3147	14	10	temperature	temperature	NOUN
easat-3147	14	11	,	,	PUNCT
easat-3147	14	12	and	and	CCONJ
easat-3147	14	13	concentration	concentration	NOUN
easat-3147	14	14	distributions	distribution	NOUN
easat-3147	14	15	are	be	AUX
easat-3147	14	16	examined	examine	VERB
easat-3147	14	17	and	and	CCONJ
easat-3147	14	18	illustrated	illustrate	VERB
easat-3147	14	19	through	through	ADP
easat-3147	14	20	graphical	graphical	ADJ
easat-3147	14	21	results	result	NOUN
easat-3147	14	22	.	.	PUNCT
easat-3147	15	1	it	it	PRON
easat-3147	15	2	is	be	AUX
easat-3147	15	3	clearly	clearly	ADV
easat-3147	15	4	observed	observe	VERB
easat-3147	15	5	from	from	ADP
easat-3147	15	6	the	the	DET
easat-3147	15	7	results	result	NOUN
easat-3147	15	8	that	that	PRON
easat-3147	15	9	soret	soret	VERB
easat-3147	15	10	impacts	impact	NOUN
easat-3147	15	11	increases	increase	VERB
easat-3147	15	12	the	the	DET
easat-3147	15	13	concentration	concentration	NOUN
easat-3147	15	14	distribution	distribution	NOUN
easat-3147	15	15	.	.	PUNCT
easat-3147	16	1	moreover	moreover	ADV
easat-3147	16	2	,	,	PUNCT
easat-3147	16	3	dufour	dufour	PROPN
easat-3147	16	4	impacts	impact	NOUN
easat-3147	16	5	increment	increment	VERB
easat-3147	16	6	increases	increase	VERB
easat-3147	16	7	the	the	DET
easat-3147	16	8	temperature	temperature	NOUN
easat-3147	16	9	of	of	ADP
easat-3147	16	10	the	the	DET
easat-3147	16	11	flow	flow	NOUN
easat-3147	16	12	.	.	PUNCT
easat-3147	17	1	keywords	keyword	NOUN
easat-3147	17	2	:	:	PUNCT
easat-3147	17	3	bioconvection	bioconvection	NOUN
easat-3147	17	4	,	,	PUNCT
easat-3147	17	5	motile	motile	NOUN
easat-3147	17	6	microorganisms	microorganism	NOUN
easat-3147	17	7	,	,	PUNCT
easat-3147	17	8	sisko	sisko	PROPN
easat-3147	17	9	nanofluid	nanofluid	PROPN
easat-3147	17	10	,	,	PUNCT
easat-3147	17	11	soret	soret	NOUN
easat-3147	17	12	and	and	CCONJ
easat-3147	17	13	dufour	dufour	PROPN
easat-3147	17	14	effects	effect	NOUN
easat-3147	17	15	,	,	PUNCT
easat-3147	17	16	stretching	stretch	VERB
easat-3147	17	17	cylinder	cylinder	NOUN
easat-3147	17	18	.	.	PUNCT
easat-3147	18	1	1	1	X
easat-3147	18	2	.	.	X
easat-3147	18	3	introduction	introduction	NOUN
easat-3147	18	4	in	in	ADP
easat-3147	18	5	today	today	NOUN
easat-3147	18	6	's	's	PART
easat-3147	18	7	era	era	NOUN
easat-3147	18	8	of	of	ADP
easat-3147	18	9	rapid	rapid	ADJ
easat-3147	18	10	scientific	scientific	ADJ
easat-3147	18	11	advancements	advancement	NOUN
easat-3147	18	12	,	,	PUNCT
easat-3147	18	13	the	the	DET
easat-3147	18	14	sisko	sisko	PROPN
easat-3147	18	15	model	model	NOUN
easat-3147	18	16	has	have	AUX
easat-3147	18	17	emerged	emerge	VERB
easat-3147	18	18	as	as	ADP
easat-3147	18	19	a	a	DET
easat-3147	18	20	vital	vital	ADJ
easat-3147	18	21	tool	tool	NOUN
easat-3147	18	22	for	for	ADP
easat-3147	18	23	understanding	understand	VERB
easat-3147	18	24	the	the	DET
easat-3147	18	25	behaviour	behaviour	NOUN
easat-3147	18	26	of	of	ADP
easat-3147	18	27	non	non	ADJ
easat-3147	18	28	-	-	ADJ
easat-3147	18	29	newtonian	newtonian	ADJ
easat-3147	18	30	fluids	fluid	NOUN
easat-3147	18	31	at	at	ADP
easat-3147	18	32	the	the	DET
easat-3147	18	33	nanoscale	nanoscale	NOUN
easat-3147	18	34	.	.	PUNCT
easat-3147	19	1	as	as	ADP
easat-3147	19	2	a	a	DET
easat-3147	19	3	non	non	ADJ
easat-3147	19	4	-	-	ADJ
easat-3147	19	5	newtonian	newtonian	ADJ
easat-3147	19	6	fluid	fluid	NOUN
easat-3147	19	7	,	,	PUNCT
easat-3147	19	8	sisko	sisko	PROPN
easat-3147	19	9	fluid	fluid	NOUN
easat-3147	19	10	exhibits	exhibit	VERB
easat-3147	19	11	unique	unique	ADJ
easat-3147	19	12	properties	property	NOUN
easat-3147	19	13	that	that	PRON
easat-3147	19	14	are	be	AUX
easat-3147	19	15	crucial	crucial	ADJ
easat-3147	19	16	for	for	ADP
easat-3147	19	17	various	various	ADJ
easat-3147	19	18	applications	application	NOUN
easat-3147	19	19	,	,	PUNCT
easat-3147	19	20	including	include	VERB
easat-3147	19	21	drug	drug	NOUN
easat-3147	19	22	delivery	delivery	NOUN
easat-3147	19	23	,	,	PUNCT
easat-3147	19	24	tissue	tissue	NOUN
easat-3147	19	25	engineering	engineering	NOUN
easat-3147	19	26	,	,	PUNCT
easat-3147	19	27	and	and	CCONJ
easat-3147	19	28	biomedical	biomedical	ADJ
easat-3147	19	29	devices	device	NOUN
easat-3147	19	30	.	.	PUNCT
easat-3147	20	1	its	its	PRON
easat-3147	20	2	ability	ability	NOUN
easat-3147	20	3	to	to	PART
easat-3147	20	4	simulate	simulate	VERB
easat-3147	20	5	the	the	DET
easat-3147	20	6	flow	flow	NOUN
easat-3147	20	7	dynamics	dynamic	NOUN
easat-3147	20	8	of	of	ADP
easat-3147	20	9	biofluids	biofluid	NOUN
easat-3147	20	10	like	like	ADP
easat-3147	20	11	blood	blood	NOUN
easat-3147	20	12	and	and	CCONJ
easat-3147	20	13	mucus	mucus	NOUN
easat-3147	20	14	has	have	VERB
easat-3147	20	15	far	far	ADV
easat-3147	20	16	-	-	PUNCT
easat-3147	20	17	reaching	reach	VERB
easat-3147	20	18	implications	implication	NOUN
easat-3147	20	19	for	for	ADP
easat-3147	20	20	the	the	DET
easat-3147	20	21	development	development	NOUN
easat-3147	20	22	of	of	ADP
easat-3147	20	23	targeted	target	VERB
easat-3147	20	24	therapies	therapy	NOUN
easat-3147	20	25	and	and	CCONJ
easat-3147	20	26	personalized	personalized	ADJ
easat-3147	20	27	medicine	medicine	NOUN
easat-3147	20	28	.	.	PUNCT
easat-3147	21	1	moreover	moreover	ADV
easat-3147	21	2	,	,	PUNCT
easat-3147	21	3	the	the	DET
easat-3147	21	4	sisko	sisko	PROPN
easat-3147	21	5	model	model	NOUN
easat-3147	21	6	is	be	AUX
easat-3147	21	7	also	also	ADV
easat-3147	21	8	being	be	AUX
easat-3147	21	9	explored	explore	VERB
easat-3147	21	10	for	for	ADP
easat-3147	21	11	its	its	PRON
easat-3147	21	12	potential	potential	NOUN
easat-3147	21	13	in	in	ADP
easat-3147	21	14	enhancing	enhance	VERB
easat-3147	21	15	the	the	DET
easat-3147	21	16	performance	performance	NOUN
easat-3147	21	17	of	of	ADP
easat-3147	21	18	energy	energy	NOUN
easat-3147	21	19	storage	storage	NOUN
easat-3147	21	20	devices	device	NOUN
easat-3147	21	21	,	,	PUNCT
easat-3147	21	22	such	such	ADJ
easat-3147	21	23	as	as	ADP
easat-3147	21	24	batteries	battery	NOUN
easat-3147	21	25	and	and	CCONJ
easat-3147	21	26	supercapacitors	supercapacitor	NOUN
easat-3147	21	27	,	,	PUNCT
easat-3147	21	28	and	and	CCONJ
easat-3147	21	29	improving	improve	VERB
easat-3147	21	30	the	the	DET
easat-3147	21	31	efficiency	efficiency	NOUN
easat-3147	21	32	of	of	ADP
easat-3147	21	33	industrial	industrial	ADJ
easat-3147	21	34	processes	process	NOUN
easat-3147	21	35	,	,	PUNCT
easat-3147	21	36	like	like	ADP
easat-3147	21	37	oil	oil	NOUN
easat-3147	21	38	recovery	recovery	NOUN
easat-3147	21	39	and	and	CCONJ
easat-3147	21	40	transportation	transportation	NOUN
easat-3147	21	41	.	.	PUNCT
easat-3147	22	1	with	with	ADP
easat-3147	22	2	its	its	PRON
easat-3147	22	3	versatility	versatility	NOUN
easat-3147	22	4	and	and	CCONJ
easat-3147	22	5	accuracy	accuracy	NOUN
easat-3147	22	6	,	,	PUNCT
easat-3147	22	7	the	the	DET
easat-3147	22	8	sisko	sisko	PROPN
easat-3147	22	9	model	model	NOUN
easat-3147	22	10	is	be	AUX
easat-3147	22	11	poised	poise	VERB
easat-3147	22	12	to	to	PART
easat-3147	22	13	revolutionize	revolutionize	VERB
easat-3147	22	14	various	various	ADJ
easat-3147	22	15	fields	field	NOUN
easat-3147	22	16	and	and	CCONJ
easat-3147	22	17	transform	transform	VERB
easat-3147	22	18	the	the	DET
easat-3147	22	19	way	way	NOUN
easat-3147	22	20	we	we	PRON
easat-3147	22	21	approach	approach	VERB
easat-3147	22	22	complex	complex	ADJ
easat-3147	22	23	fluid	fluid	ADJ
easat-3147	22	24	dynamics	dynamic	NOUN
easat-3147	22	25	challenges	challenge	NOUN
easat-3147	22	26	.	.	PUNCT
easat-3147	23	1	researchers	researcher	NOUN
easat-3147	23	2	have	have	AUX
easat-3147	23	3	explored	explore	VERB
easat-3147	23	4	the	the	DET
easat-3147	23	5	behaviour	behaviour	NOUN
easat-3147	23	6	of	of	ADP
easat-3147	23	7	sisko	sisko	PROPN
easat-3147	23	8	fluid	fluid	NOUN
easat-3147	23	9	in	in	ADP
easat-3147	23	10	various	various	ADJ
easat-3147	23	11	scenarios	scenario	NOUN
easat-3147	23	12	,	,	PUNCT
easat-3147	23	13	including	include	VERB
easat-3147	23	14	laminar	laminar	ADJ
easat-3147	23	15	and	and	CCONJ
easat-3147	23	16	turbulent	turbulent	ADJ
easat-3147	23	17	flows	flow	NOUN
easat-3147	23	18	,	,	PUNCT
easat-3147	23	19	boundary	boundary	ADJ
easat-3147	23	20	layers	layer	NOUN
easat-3147	23	21	,	,	PUNCT
easat-3147	23	22	and	and	CCONJ
easat-3147	23	23	heat	heat	NOUN
easat-3147	23	24	transfer	transfer	NOUN
easat-3147	23	25	.	.	PUNCT
easat-3147	24	1	adesanya	adesanya	PROPN
easat-3147	24	2	et	et	PROPN
easat-3147	24	3	al	al	PROPN
easat-3147	24	4	.	.	PUNCT
easat-3147	25	1	[	[	X
easat-3147	25	2	1	1	X
easat-3147	25	3	]	]	PUNCT
easat-3147	25	4	conducted	conduct	VERB
easat-3147	25	5	a	a	DET
easat-3147	25	6	computational	computational	ADJ
easat-3147	25	7	study	study	NOUN
easat-3147	25	8	on	on	ADP
easat-3147	25	9	reaction	reaction	NOUN
easat-3147	25	10	-	-	PUNCT
easat-3147	25	11	driven	drive	VERB
easat-3147	25	12	magneto	magneto	NOUN
easat-3147	25	13	-	-	PUNCT
easat-3147	25	14	convective	convective	ADJ
easat-3147	25	15	flow	flow	NOUN
easat-3147	25	16	in	in	ADP
easat-3147	25	17	sisko	sisko	PROPN
easat-3147	25	18	fluid	fluid	PROPN
easat-3147	25	19	.	.	PUNCT
easat-3147	26	1	hafez	hafez	PROPN
easat-3147	26	2	et	et	PROPN
easat-3147	26	3	al	al	PROPN
easat-3147	26	4	.	.	PUNCT
easat-3147	27	1	[	[	X
easat-3147	27	2	2	2	NUM
easat-3147	27	3	]	]	PUNCT
easat-3147	27	4	investigated	investigate	VERB
easat-3147	27	5	the	the	DET
easat-3147	27	6	electrohydrodynamic	electrohydrodynamic	NOUN
easat-3147	27	7	(	(	PUNCT
easat-3147	27	8	ehd	ehd	NOUN
easat-3147	27	9	)	)	PUNCT
easat-3147	27	10	peristaltic	peristaltic	ADJ
easat-3147	27	11	flow	flow	NOUN
easat-3147	27	12	of	of	ADP
easat-3147	27	13	sisko	sisko	PROPN
easat-3147	27	14	fluid	fluid	NOUN
easat-3147	27	15	,	,	PUNCT
easat-3147	27	16	examining	examine	VERB
easat-3147	27	17	the	the	DET
easat-3147	27	18	combined	combine	VERB
easat-3147	27	19	effects	effect	NOUN
easat-3147	27	20	of	of	ADP
easat-3147	27	21	convection	convection	NOUN
easat-3147	27	22	and	and	CCONJ
easat-3147	27	23	endoscopy	endoscopy	NOUN
easat-3147	27	24	.	.	PUNCT
easat-3147	28	1	islam	islam	PROPN
easat-3147	28	2	et	et	PROPN
easat-3147	28	3	al	al	PROPN
easat-3147	28	4	.	.	PUNCT
easat-3147	29	1	[	[	X
easat-3147	29	2	3	3	NUM
easat-3147	29	3	]	]	PUNCT
easat-3147	29	4	numerically	numerically	ADV
easat-3147	29	5	analyzed	analyze	VERB
easat-3147	29	6	convective	convective	ADJ
easat-3147	29	7	energy	energy	NOUN
easat-3147	29	8	transfer	transfer	NOUN
easat-3147	29	9	in	in	ADP
easat-3147	29	10	sisko	sisko	PROPN
easat-3147	29	11	fluid	fluid	NOUN
easat-3147	29	12	flow	flow	NOUN
easat-3147	29	13	over	over	ADP
easat-3147	29	14	an	an	DET
easat-3147	29	15	extending	extend	VERB
easat-3147	29	16	device	device	NOUN
easat-3147	29	17	,	,	PUNCT
easat-3147	29	18	accounting	account	VERB
easat-3147	29	19	for	for	ADP
easat-3147	29	20	radiation	radiation	NOUN
easat-3147	29	21	and	and	CCONJ
easat-3147	29	22	heat	heat	NOUN
easat-3147	29	23	dissipation	dissipation	NOUN
easat-3147	29	24	effects	effect	NOUN
easat-3147	29	25	.	.	PUNCT
easat-3147	30	1	khan	khan	PROPN
easat-3147	30	2	et	et	PROPN
easat-3147	30	3	al	al	PROPN
easat-3147	30	4	.	.	PROPN
easat-3147	30	5	,	,	PUNCT
easat-3147	31	1	[	[	X
easat-3147	31	2	4	4	X
easat-3147	31	3	]	]	PUNCT
easat-3147	31	4	inspected	inspect	VERB
easat-3147	31	5	the	the	DET
easat-3147	31	6	unsteady	unsteady	ADJ
easat-3147	31	7	flow	flow	NOUN
easat-3147	31	8	of	of	ADP
easat-3147	31	9	a	a	DET
easat-3147	31	10	sisko	sisko	NOUN
easat-3147	31	11	fluid	fluid	NOUN
easat-3147	31	12	in	in	ADP
easat-3147	31	13	a	a	DET
easat-3147	31	14	moving	move	VERB
easat-3147	31	15	cylindrical	cylindrical	ADJ
easat-3147	31	16	tube	tube	NOUN
easat-3147	31	17	.	.	PUNCT
easat-3147	32	1	nisha	nisha	PROPN
easat-3147	32	2	et	et	PROPN
easat-3147	32	3	al	al	PROPN
easat-3147	32	4	.	.	PROPN
easat-3147	32	5	,	,	PUNCT
easat-3147	33	1	[	[	X
easat-3147	33	2	5	5	NUM
easat-3147	33	3	]	]	PUNCT
easat-3147	33	4	discovered	discover	VERB
easat-3147	33	5	the	the	DET
easat-3147	33	6	effects	effect	NOUN
easat-3147	33	7	of	of	ADP
easat-3147	33	8	electro	electro	ADJ
easat-3147	33	9	-	-	PUNCT
easat-3147	33	10	osmotic	osmotic	ADJ
easat-3147	33	11	forces	force	NOUN
easat-3147	33	12	,	,	PUNCT
easat-3147	33	13	activation	activation	NOUN
easat-3147	33	14	energy	energy	NOUN
easat-3147	33	15	,	,	PUNCT
easat-3147	33	16	and	and	CCONJ
easat-3147	33	17	chemical	chemical	ADJ
easat-3147	33	18	reactions	reaction	NOUN
easat-3147	33	19	on	on	ADP
easat-3147	33	20	the	the	DET
easat-3147	33	21	flow	flow	NOUN
easat-3147	33	22	of	of	ADP
easat-3147	33	23	sisko	sisko	PROPN
easat-3147	33	24	fluid	fluid	NOUN
easat-3147	33	25	above	above	ADP
easat-3147	33	26	a	a	DET
easat-3147	33	27	darcy	darcy	NOUN
easat-3147	33	28	-	-	PUNCT
easat-3147	33	29	forchheimer	forchheimer	NOUN
easat-3147	33	30	absorbent	absorbent	NOUN
easat-3147	33	31	enlarging	enlarging	NOUN
easat-3147	33	32	cylinder	cylinder	NOUN
easat-3147	33	33	.	.	PUNCT
easat-3147	34	1	5237	5237	NUM
easat-3147	34	2	edelweiss	edelweiss	PROPN
easat-3147	34	3	applied	apply	VERB
easat-3147	34	4	science	science	NOUN
easat-3147	34	5	and	and	CCONJ
easat-3147	34	6	technology	technology	NOUN
easat-3147	34	7	issn	issn	PROPN
easat-3147	34	8	:	:	PUNCT
easat-3147	34	9	2576	2576	NUM
easat-3147	34	10	-	-	SYM
easat-3147	34	11	8484	8484	NUM
easat-3147	34	12	vol	vol	NOUN
easat-3147	34	13	.	.	PROPN
easat-3147	34	14	8	8	NUM
easat-3147	34	15	,	,	PUNCT
easat-3147	34	16	no	no	INTJ
easat-3147	34	17	.	.	NOUN
easat-3147	35	1	6	6	NUM
easat-3147	35	2	:	:	SYM
easat-3147	35	3	5236	5236	NUM
easat-3147	35	4	-	-	SYM
easat-3147	35	5	5253	5253	NUM
easat-3147	35	6	,	,	PUNCT
easat-3147	35	7	2024	2024	NUM
easat-3147	35	8	doi	doi	NOUN
easat-3147	35	9	:	:	PUNCT
easat-3147	35	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	35	11	©	©	PROPN
easat-3147	35	12	2024	2024	NUM
easat-3147	35	13	by	by	ADP
easat-3147	35	14	the	the	DET
easat-3147	35	15	authors	author	NOUN
easat-3147	35	16	;	;	PUNCT
easat-3147	35	17	licensee	licensee	PROPN
easat-3147	35	18	learning	learn	VERB
easat-3147	35	19	gate	gate	PROPN
easat-3147	35	20	prasannakumara	prasannakumara	PROPN
easat-3147	35	21	et	et	PROPN
easat-3147	35	22	al	al	PROPN
easat-3147	35	23	.	.	PROPN
easat-3147	35	24	,	,	PUNCT
easat-3147	36	1	[	[	X
easat-3147	36	2	6	6	NUM
easat-3147	36	3	]	]	PUNCT
easat-3147	36	4	have	have	AUX
easat-3147	36	5	conducted	conduct	VERB
easat-3147	36	6	a	a	DET
easat-3147	36	7	study	study	NOUN
easat-3147	36	8	on	on	ADP
easat-3147	36	9	the	the	DET
easat-3147	36	10	numerical	numerical	ADJ
easat-3147	36	11	analysis	analysis	NOUN
easat-3147	36	12	of	of	ADP
easat-3147	36	13	mhd	mhd	NOUN
easat-3147	36	14	flow	flow	NOUN
easat-3147	36	15	and	and	CCONJ
easat-3147	36	16	nonlinear	nonlinear	ADJ
easat-3147	36	17	radiative	radiative	ADJ
easat-3147	36	18	heat	heat	NOUN
easat-3147	36	19	transfer	transfer	NOUN
easat-3147	36	20	in	in	ADP
easat-3147	36	21	sisko	sisko	PROPN
easat-3147	36	22	nanofluid	nanofluid	PROPN
easat-3147	36	23	over	over	ADP
easat-3147	36	24	a	a	DET
easat-3147	36	25	nonlinear	nonlinear	ADJ
easat-3147	36	26	stretching	stretch	VERB
easat-3147	36	27	sheet	sheet	NOUN
easat-3147	36	28	.	.	PUNCT
easat-3147	37	1	upreti	upreti	PROPN
easat-3147	37	2	et	et	PROPN
easat-3147	37	3	al	al	PROPN
easat-3147	37	4	.	.	PROPN
easat-3147	37	5	,	,	PUNCT
easat-3147	38	1	[	[	X
easat-3147	38	2	7	7	X
easat-3147	38	3	]	]	PUNCT
easat-3147	38	4	investigated	investigate	VERB
easat-3147	38	5	the	the	DET
easat-3147	38	6	effects	effect	NOUN
easat-3147	38	7	of	of	ADP
easat-3147	38	8	viscous	viscous	ADJ
easat-3147	38	9	dissipation	dissipation	NOUN
easat-3147	38	10	and	and	CCONJ
easat-3147	38	11	suction	suction	NOUN
easat-3147	38	12	on	on	ADP
easat-3147	38	13	convective	convective	ADJ
easat-3147	38	14	heat	heat	NOUN
easat-3147	38	15	transfer	transfer	NOUN
easat-3147	38	16	in	in	ADP
easat-3147	38	17	sisko	sisko	PROPN
easat-3147	38	18	fluid	fluid	NOUN
easat-3147	38	19	flow	flow	NOUN
easat-3147	38	20	over	over	ADP
easat-3147	38	21	a	a	DET
easat-3147	38	22	stretching	stretch	VERB
easat-3147	38	23	surface	surface	NOUN
easat-3147	38	24	,	,	PUNCT
easat-3147	38	25	providing	provide	VERB
easat-3147	38	26	valuable	valuable	ADJ
easat-3147	38	27	insights	insight	NOUN
easat-3147	38	28	into	into	ADP
easat-3147	38	29	the	the	DET
easat-3147	38	30	numerical	numerical	ADJ
easat-3147	38	31	assessment	assessment	NOUN
easat-3147	38	32	of	of	ADP
easat-3147	38	33	this	this	DET
easat-3147	38	34	phenomenon	phenomenon	NOUN
easat-3147	38	35	.	.	PUNCT
easat-3147	39	1	imran	imran	PROPN
easat-3147	39	2	et	et	PROPN
easat-3147	39	3	al	al	PROPN
easat-3147	39	4	.	.	PROPN
easat-3147	39	5	,	,	PUNCT
easat-3147	40	1	[	[	X
easat-3147	40	2	8	8	NUM
easat-3147	40	3	]	]	PUNCT
easat-3147	40	4	investigated	investigate	VERB
easat-3147	40	5	the	the	DET
easat-3147	40	6	thermal	thermal	ADJ
easat-3147	40	7	transport	transport	NOUN
easat-3147	40	8	properties	property	NOUN
easat-3147	40	9	in	in	ADP
easat-3147	40	10	sisko	sisko	PROPN
easat-3147	40	11	fluid	fluid	NOUN
easat-3147	40	12	flow	flow	NOUN
easat-3147	40	13	under	under	ADP
easat-3147	40	14	peristaltic	peristaltic	ADJ
easat-3147	40	15	motion	motion	NOUN
easat-3147	40	16	.	.	PUNCT
easat-3147	41	1	bisht	bisht	PROPN
easat-3147	41	2	et	et	PROPN
easat-3147	41	3	al	al	PROPN
easat-3147	41	4	.	.	PROPN
easat-3147	41	5	,	,	PUNCT
easat-3147	42	1	[	[	X
easat-3147	42	2	9	9	NUM
easat-3147	42	3	]	]	PUNCT
easat-3147	42	4	examined	examine	VERB
easat-3147	42	5	the	the	DET
easat-3147	42	6	effects	effect	NOUN
easat-3147	42	7	of	of	ADP
easat-3147	42	8	solar	solar	ADJ
easat-3147	42	9	radiation	radiation	NOUN
easat-3147	42	10	on	on	ADP
easat-3147	42	11	radiative	radiative	ADJ
easat-3147	42	12	heat	heat	NOUN
easat-3147	42	13	transfer	transfer	NOUN
easat-3147	42	14	in	in	ADP
easat-3147	42	15	mhd	mhd	PROPN
easat-3147	42	16	sisko	sisko	PROPN
easat-3147	42	17	nanofluid	nanofluid	PROPN
easat-3147	42	18	flow	flow	NOUN
easat-3147	42	19	.	.	PUNCT
easat-3147	43	1	figure	figure	NOUN
easat-3147	43	2	1	1	NUM
easat-3147	43	3	.	.	PUNCT
easat-3147	44	1	some	some	DET
easat-3147	44	2	common	common	ADJ
easat-3147	44	3	nanoparticles	nanoparticle	NOUN
easat-3147	44	4	used	use	VERB
easat-3147	44	5	in	in	ADP
easat-3147	44	6	sisko	sisko	PROPN
easat-3147	44	7	nanofluid	nanofluid	PROPN
easat-3147	44	8	.	.	PUNCT
easat-3147	45	1	nanofluid	nanofluid	PROPN
easat-3147	45	2	is	be	AUX
easat-3147	45	3	a	a	DET
easat-3147	45	4	modern	modern	ADJ
easat-3147	45	5	type	type	NOUN
easat-3147	45	6	of	of	ADP
easat-3147	45	7	fluid	fluid	NOUN
easat-3147	45	8	that	that	PRON
easat-3147	45	9	combines	combine	VERB
easat-3147	45	10	a	a	DET
easat-3147	45	11	base	base	ADJ
easat-3147	45	12	fluid	fluid	NOUN
easat-3147	45	13	with	with	ADP
easat-3147	45	14	nano	nano	NOUN
easat-3147	45	15	-	-	PUNCT
easat-3147	45	16	sized	sized	ADJ
easat-3147	45	17	particles	particle	NOUN
easat-3147	45	18	of	of	ADP
easat-3147	45	19	various	various	ADJ
easat-3147	45	20	metals	metal	NOUN
easat-3147	45	21	,	,	PUNCT
easat-3147	45	22	such	such	ADJ
easat-3147	45	23	as	as	ADP
easat-3147	45	24	copper	copper	NOUN
easat-3147	45	25	,	,	PUNCT
easat-3147	45	26	aluminium	aluminium	NOUN
easat-3147	45	27	,	,	PUNCT
easat-3147	45	28	and	and	CCONJ
easat-3147	45	29	silicon	silicon	NOUN
easat-3147	45	30	.	.	PUNCT
easat-3147	46	1	the	the	DET
easat-3147	46	2	primary	primary	ADJ
easat-3147	46	3	purpose	purpose	NOUN
easat-3147	46	4	of	of	ADP
easat-3147	46	5	adding	add	VERB
easat-3147	46	6	nanoparticles	nanoparticle	NOUN
easat-3147	46	7	to	to	ADP
easat-3147	46	8	the	the	DET
easat-3147	46	9	base	base	NOUN
easat-3147	46	10	fluid	fluid	NOUN
easat-3147	46	11	is	be	AUX
easat-3147	46	12	to	to	PART
easat-3147	46	13	enhance	enhance	VERB
easat-3147	46	14	its	its	PRON
easat-3147	46	15	thermal	thermal	ADJ
easat-3147	46	16	conductivity	conductivity	NOUN
easat-3147	46	17	,	,	PUNCT
easat-3147	46	18	as	as	SCONJ
easat-3147	46	19	conventional	conventional	ADJ
easat-3147	46	20	heat	heat	NOUN
easat-3147	46	21	transfer	transfer	NOUN
easat-3147	46	22	fluids	fluid	NOUN
easat-3147	46	23	like	like	ADP
easat-3147	46	24	oil	oil	NOUN
easat-3147	46	25	,	,	PUNCT
easat-3147	46	26	ethylene	ethylene	NOUN
easat-3147	46	27	glycol	glycol	NOUN
easat-3147	46	28	,	,	PUNCT
easat-3147	46	29	water	water	NOUN
easat-3147	46	30	,	,	PUNCT
easat-3147	46	31	and	and	CCONJ
easat-3147	46	32	engine	engine	NOUN
easat-3147	46	33	oil	oil	NOUN
easat-3147	46	34	have	have	VERB
easat-3147	46	35	naturally	naturally	ADV
easat-3147	46	36	poor	poor	ADJ
easat-3147	46	37	thermal	thermal	ADJ
easat-3147	46	38	conductivity	conductivity	NOUN
easat-3147	46	39	.	.	PUNCT
easat-3147	47	1	to	to	PART
easat-3147	47	2	improve	improve	VERB
easat-3147	47	3	thermal	thermal	ADJ
easat-3147	47	4	conductivity	conductivity	NOUN
easat-3147	47	5	,	,	PUNCT
easat-3147	47	6	numerous	numerous	ADJ
easat-3147	47	7	experiments	experiment	NOUN
easat-3147	47	8	have	have	AUX
easat-3147	47	9	been	be	AUX
easat-3147	47	10	conducted	conduct	VERB
easat-3147	47	11	,	,	PUNCT
easat-3147	47	12	including	include	VERB
easat-3147	47	13	changing	change	VERB
easat-3147	47	14	the	the	DET
easat-3147	47	15	geometry	geometry	NOUN
easat-3147	47	16	of	of	ADP
easat-3147	47	17	the	the	DET
easat-3147	47	18	problem	problem	NOUN
easat-3147	47	19	and	and	CCONJ
easat-3147	47	20	adding	add	VERB
easat-3147	47	21	different	different	ADJ
easat-3147	47	22	-	-	PUNCT
easat-3147	47	23	sized	sized	ADJ
easat-3147	47	24	metallic	metallic	ADJ
easat-3147	47	25	particles	particle	NOUN
easat-3147	47	26	(	(	PUNCT
easat-3147	47	27	e.g.	e.g.	ADV
easat-3147	47	28	,	,	PUNCT
easat-3147	47	29	milli	milli	ADJ
easat-3147	47	30	,	,	PUNCT
easat-3147	47	31	micro	micro	NOUN
easat-3147	47	32	)	)	PUNCT
easat-3147	47	33	to	to	ADP
easat-3147	47	34	the	the	DET
easat-3147	47	35	base	base	NOUN
easat-3147	47	36	fluid	fluid	NOUN
easat-3147	47	37	.	.	PUNCT
easat-3147	48	1	however	however	ADV
easat-3147	48	2	,	,	PUNCT
easat-3147	48	3	these	these	DET
easat-3147	48	4	experiments	experiment	NOUN
easat-3147	48	5	did	do	AUX
easat-3147	48	6	not	not	PART
easat-3147	48	7	yield	yield	VERB
easat-3147	48	8	the	the	DET
easat-3147	48	9	desired	desire	VERB
easat-3147	48	10	results	result	NOUN
easat-3147	48	11	.	.	PUNCT
easat-3147	49	1	two	two	NUM
easat-3147	49	2	decades	decade	NOUN
easat-3147	49	3	ago	ago	ADV
easat-3147	49	4	,	,	PUNCT
easat-3147	49	5	choi	choi	NOUN
easat-3147	49	6	[	[	X
easat-3147	49	7	10	10	NUM
easat-3147	49	8	,	,	PUNCT
easat-3147	49	9	11	11	NUM
easat-3147	49	10	]	]	PUNCT
easat-3147	49	11	used	use	VERB
easat-3147	49	12	nano	nano	NOUN
easat-3147	49	13	-	-	PUNCT
easat-3147	49	14	sized	sized	ADJ
easat-3147	49	15	particles	particle	NOUN
easat-3147	49	16	in	in	ADP
easat-3147	49	17	the	the	DET
easat-3147	49	18	base	base	NOUN
easat-3147	49	19	fluid	fluid	NOUN
easat-3147	49	20	and	and	CCONJ
easat-3147	49	21	surprisingly	surprisingly	ADV
easat-3147	49	22	found	find	VERB
easat-3147	49	23	that	that	SCONJ
easat-3147	49	24	the	the	DET
easat-3147	49	25	thermal	thermal	ADJ
easat-3147	49	26	conductivity	conductivity	NOUN
easat-3147	49	27	of	of	ADP
easat-3147	49	28	nanofluid	nanofluid	NOUN
easat-3147	49	29	is	be	AUX
easat-3147	49	30	significantly	significantly	ADV
easat-3147	49	31	greater	great	ADJ
easat-3147	49	32	than	than	ADP
easat-3147	49	33	that	that	PRON
easat-3147	49	34	of	of	ADP
easat-3147	49	35	the	the	DET
easat-3147	49	36	base	base	NOUN
easat-3147	49	37	fluid	fluid	NOUN
easat-3147	49	38	.	.	PUNCT
easat-3147	50	1	following	follow	VERB
easat-3147	50	2	this	this	DET
easat-3147	50	3	successful	successful	ADJ
easat-3147	50	4	experiment	experiment	NOUN
easat-3147	50	5	,	,	PUNCT
easat-3147	50	6	many	many	ADJ
easat-3147	50	7	theoretical	theoretical	ADJ
easat-3147	50	8	and	and	CCONJ
easat-3147	50	9	experimental	experimental	ADJ
easat-3147	50	10	studies	study	NOUN
easat-3147	50	11	have	have	AUX
easat-3147	50	12	been	be	AUX
easat-3147	50	13	conducted	conduct	VERB
easat-3147	50	14	to	to	PART
easat-3147	50	15	analyze	analyze	VERB
easat-3147	50	16	nanofluids	nanofluid	NOUN
easat-3147	50	17	,	,	PUNCT
easat-3147	50	18	which	which	PRON
easat-3147	50	19	are	be	AUX
easat-3147	50	20	now	now	ADV
easat-3147	50	21	utilized	utilize	VERB
easat-3147	50	22	in	in	ADP
easat-3147	50	23	various	various	ADJ
easat-3147	50	24	thermal	thermal	ADJ
easat-3147	50	25	engineering	engineering	NOUN
easat-3147	50	26	processes	process	NOUN
easat-3147	50	27	.	.	PUNCT
easat-3147	51	1	for	for	ADP
easat-3147	51	2	more	more	ADJ
easat-3147	51	3	information	information	NOUN
easat-3147	51	4	on	on	ADP
easat-3147	51	5	nanofluid	nanofluid	PROPN
easat-3147	51	6	,	,	PUNCT
easat-3147	51	7	refer	refer	VERB
easat-3147	51	8	to	to	ADP
easat-3147	51	9	[	[	PUNCT
easat-3147	51	10	12	12	NUM
easat-3147	51	11	-	-	SYM
easat-3147	51	12	17	17	NUM
easat-3147	51	13	]	]	PUNCT
easat-3147	51	14	.	.	PUNCT
easat-3147	52	1	in	in	ADP
easat-3147	52	2	addition	addition	NOUN
easat-3147	52	3	to	to	ADP
easat-3147	52	4	thermal	thermal	ADJ
easat-3147	52	5	engineering	engineering	NOUN
easat-3147	52	6	applications	application	NOUN
easat-3147	52	7	,	,	PUNCT
easat-3147	52	8	nanofluids	nanofluid	NOUN
easat-3147	52	9	have	have	AUX
easat-3147	52	10	also	also	ADV
easat-3147	52	11	shown	show	VERB
easat-3147	52	12	great	great	ADJ
easat-3147	52	13	promise	promise	NOUN
easat-3147	52	14	in	in	ADP
easat-3147	52	15	biomedical	biomedical	ADJ
easat-3147	52	16	fields	field	NOUN
easat-3147	52	17	.	.	PUNCT
easat-3147	53	1	for	for	ADP
easat-3147	53	2	instance	instance	NOUN
easat-3147	53	3	,	,	PUNCT
easat-3147	53	4	nanofluids	nanofluid	VERB
easat-3147	53	5	can	can	AUX
easat-3147	53	6	be	be	AUX
easat-3147	53	7	used	use	VERB
easat-3147	53	8	to	to	PART
easat-3147	53	9	enhance	enhance	VERB
easat-3147	53	10	the	the	DET
easat-3147	53	11	thermal	thermal	ADJ
easat-3147	53	12	conductivity	conductivity	NOUN
easat-3147	53	13	of	of	ADP
easat-3147	53	14	cancer	cancer	NOUN
easat-3147	53	15	cells	cell	NOUN
easat-3147	53	16	,	,	PUNCT
easat-3147	53	17	allowing	allow	VERB
easat-3147	53	18	for	for	ADP
easat-3147	53	19	more	more	ADV
easat-3147	53	20	effective	effective	ADJ
easat-3147	53	21	thermal	thermal	ADJ
easat-3147	53	22	ablation	ablation	NOUN
easat-3147	53	23	treatments	treatment	NOUN
easat-3147	53	24	.	.	PUNCT
easat-3147	54	1	they	they	PRON
easat-3147	54	2	can	can	AUX
easat-3147	54	3	also	also	ADV
easat-3147	54	4	be	be	AUX
easat-3147	54	5	used	use	VERB
easat-3147	54	6	as	as	ADP
easat-3147	54	7	drug	drug	NOUN
easat-3147	54	8	delivery	delivery	NOUN
easat-3147	54	9	agents	agent	NOUN
easat-3147	54	10	,	,	PUNCT
easat-3147	54	11	with	with	ADP
easat-3147	54	12	the	the	DET
easat-3147	54	13	nanoparticles	nanoparticle	NOUN
easat-3147	54	14	serving	serve	VERB
easat-3147	54	15	as	as	ADP
easat-3147	54	16	carriers	carrier	NOUN
easat-3147	54	17	for	for	ADP
easat-3147	54	18	targeted	target	VERB
easat-3147	54	19	drug	drug	NOUN
easat-3147	54	20	delivery	delivery	NOUN
easat-3147	54	21	.	.	PUNCT
easat-3147	55	1	furthermore	furthermore	ADV
easat-3147	55	2	,	,	PUNCT
easat-3147	55	3	nanofluids	nanofluid	NOUN
easat-3147	55	4	can	can	AUX
easat-3147	55	5	be	be	AUX
easat-3147	55	6	used	use	VERB
easat-3147	55	7	to	to	PART
easat-3147	55	8	create	create	VERB
easat-3147	55	9	frameworks	framework	NOUN
easat-3147	55	10	for	for	ADP
easat-3147	55	11	tissue	tissue	NOUN
easat-3147	55	12	engineering	engineering	NOUN
easat-3147	55	13	applications	application	NOUN
easat-3147	55	14	,	,	PUNCT
easat-3147	55	15	promoting	promote	VERB
easat-3147	55	16	faster	fast	ADJ
easat-3147	55	17	healing	healing	NOUN
easat-3147	55	18	and	and	CCONJ
easat-3147	55	19	tissue	tissue	NOUN
easat-3147	55	20	growth	growth	NOUN
easat-3147	55	21	.	.	PUNCT
easat-3147	56	1	other	other	ADJ
easat-3147	56	2	biomedical	biomedical	ADJ
easat-3147	56	3	applications	application	NOUN
easat-3147	56	4	of	of	ADP
easat-3147	56	5	nanofluids	nanofluid	NOUN
easat-3147	56	6	include	include	VERB
easat-3147	56	7	medical	medical	ADJ
easat-3147	56	8	imaging	imaging	NOUN
easat-3147	56	9	,	,	PUNCT
easat-3147	56	10	wound	wound	NOUN
easat-3147	56	11	healing	healing	NOUN
easat-3147	56	12	,	,	PUNCT
easat-3147	56	13	and	and	CCONJ
easat-3147	56	14	biosensing	biosensing	NOUN
easat-3147	56	15	.	.	PUNCT
easat-3147	57	1	the	the	DET
easat-3147	57	2	unique	unique	ADJ
easat-3147	57	3	properties	property	NOUN
easat-3147	57	4	of	of	ADP
easat-3147	57	5	nanofluids	nanofluid	NOUN
easat-3147	57	6	make	make	VERB
easat-3147	57	7	them	they	PRON
easat-3147	57	8	an	an	DET
easat-3147	57	9	exciting	exciting	ADJ
easat-3147	57	10	area	area	NOUN
easat-3147	57	11	of	of	ADP
easat-3147	57	12	research	research	NOUN
easat-3147	57	13	,	,	PUNCT
easat-3147	57	14	with	with	ADP
easat-3147	57	15	potential	potential	ADJ
easat-3147	57	16	breakthroughs	breakthrough	NOUN
easat-3147	57	17	in	in	ADP
easat-3147	57	18	various	various	ADJ
easat-3147	57	19	fields	field	NOUN
easat-3147	57	20	,	,	PUNCT
easat-3147	57	21	including	include	VERB
easat-3147	57	22	biomedicine	biomedicine	NOUN
easat-3147	57	23	.	.	PUNCT
easat-3147	58	1	the	the	DET
easat-3147	58	2	role	role	NOUN
easat-3147	58	3	of	of	ADP
easat-3147	58	4	5238	5238	NUM
easat-3147	58	5	edelweiss	edelweiss	PROPN
easat-3147	58	6	applied	apply	VERB
easat-3147	58	7	science	science	NOUN
easat-3147	58	8	and	and	CCONJ
easat-3147	58	9	technology	technology	NOUN
easat-3147	58	10	issn	issn	PROPN
easat-3147	58	11	:	:	PUNCT
easat-3147	58	12	2576	2576	NUM
easat-3147	58	13	-	-	SYM
easat-3147	58	14	8484	8484	NUM
easat-3147	58	15	vol	vol	NOUN
easat-3147	58	16	.	.	PROPN
easat-3147	58	17	8	8	NUM
easat-3147	58	18	,	,	PUNCT
easat-3147	58	19	no	no	INTJ
easat-3147	58	20	.	.	NOUN
easat-3147	59	1	6	6	NUM
easat-3147	59	2	:	:	SYM
easat-3147	59	3	5236	5236	NUM
easat-3147	59	4	-	-	SYM
easat-3147	59	5	5253	5253	NUM
easat-3147	59	6	,	,	PUNCT
easat-3147	59	7	2024	2024	NUM
easat-3147	59	8	doi	doi	NOUN
easat-3147	59	9	:	:	PUNCT
easat-3147	59	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	59	11	©	©	PROPN
easat-3147	59	12	2024	2024	NUM
easat-3147	59	13	by	by	ADP
easat-3147	59	14	the	the	DET
easat-3147	59	15	authors	author	NOUN
easat-3147	59	16	;	;	PUNCT
easat-3147	59	17	licensee	licensee	PROPN
easat-3147	59	18	learning	learn	VERB
easat-3147	59	19	gate	gate	PROPN
easat-3147	59	20	nanofluids	nanofluid	NOUN
easat-3147	59	21	in	in	ADP
easat-3147	59	22	advancing	advance	VERB
easat-3147	59	23	drug	drug	NOUN
easat-3147	59	24	delivery	delivery	NOUN
easat-3147	59	25	and	and	CCONJ
easat-3147	59	26	biomedical	biomedical	ADJ
easat-3147	59	27	innovations	innovation	NOUN
easat-3147	59	28	was	be	AUX
easat-3147	59	29	investigated	investigate	VERB
easat-3147	59	30	by	by	ADP
easat-3147	59	31	sheikhpur	sheikhpur	PROPN
easat-3147	59	32	et	et	PROPN
easat-3147	59	33	al	al	PROPN
easat-3147	59	34	.	.	PROPN
easat-3147	59	35	,	,	PUNCT
easat-3147	60	1	[	[	X
easat-3147	60	2	18	18	NUM
easat-3147	60	3	]	]	PUNCT
easat-3147	60	4	.	.	PUNCT
easat-3147	61	1	thermal	thermal	ADJ
easat-3147	61	2	ablation	ablation	NOUN
easat-3147	61	3	cancer	cancer	NOUN
easat-3147	61	4	therapy	therapy	NOUN
easat-3147	61	5	using	use	VERB
easat-3147	61	6	nanoparticles	nanoparticle	NOUN
easat-3147	61	7	and	and	CCONJ
easat-3147	61	8	nanomaterials	nanomaterial	NOUN
easat-3147	61	9	as	as	ADP
easat-3147	61	10	emerging	emerge	VERB
easat-3147	61	11	tools	tool	NOUN
easat-3147	61	12	was	be	AUX
easat-3147	61	13	discovered	discover	VERB
easat-3147	61	14	by	by	ADP
easat-3147	61	15	ashikbayeva	ashikbayeva	PROPN
easat-3147	61	16	et	et	PROPN
easat-3147	61	17	al	al	PROPN
easat-3147	61	18	.	.	PROPN
easat-3147	61	19	,	,	PUNCT
easat-3147	62	1	[	[	X
easat-3147	62	2	19	19	NUM
easat-3147	62	3	]	]	PUNCT
easat-3147	62	4	.	.	PUNCT
easat-3147	63	1	a	a	DET
easat-3147	63	2	special	special	ADJ
easat-3147	63	3	topic	topic	NOUN
easat-3147	63	4	on	on	ADP
easat-3147	63	5	new	new	ADJ
easat-3147	63	6	improvements	improvement	NOUN
easat-3147	63	7	of	of	ADP
easat-3147	63	8	nanofluids	nanofluid	NOUN
easat-3147	63	9	related	relate	VERB
easat-3147	63	10	to	to	ADP
easat-3147	63	11	pharmaceuticals	pharmaceutical	NOUN
easat-3147	63	12	was	be	AUX
easat-3147	63	13	examined	examine	VERB
easat-3147	63	14	by	by	ADP
easat-3147	63	15	ellahi	ellahi	NOUN
easat-3147	63	16	[	[	X
easat-3147	63	17	20	20	NUM
easat-3147	63	18	]	]	PUNCT
easat-3147	63	19	.	.	PUNCT
easat-3147	64	1	medication	medication	NOUN
easat-3147	64	2	delivery	delivery	NOUN
easat-3147	64	3	by	by	ADP
easat-3147	64	4	ternary	ternary	ADJ
easat-3147	64	5	casson	casson	PROPN
easat-3147	64	6	hybrid	hybrid	NOUN
easat-3147	64	7	nanofluids	nanofluid	NOUN
easat-3147	64	8	in	in	ADP
easat-3147	64	9	convergent/	convergent/	NUM
easat-3147	64	10	divergent	divergent	ADJ
easat-3147	64	11	channels	channel	NOUN
easat-3147	64	12	was	be	AUX
easat-3147	64	13	probed	probe	VERB
easat-3147	64	14	by	by	ADP
easat-3147	64	15	alnahdi	alnahdi	PROPN
easat-3147	64	16	et	et	PROPN
easat-3147	64	17	al	al	PROPN
easat-3147	64	18	.	.	PROPN
easat-3147	64	19	,	,	PUNCT
easat-3147	65	1	[	[	X
easat-3147	65	2	21	21	NUM
easat-3147	65	3	]	]	PUNCT
easat-3147	65	4	.	.	PUNCT
easat-3147	66	1	the	the	DET
easat-3147	66	2	impact	impact	NOUN
easat-3147	66	3	of	of	ADP
easat-3147	66	4	nanoparticle	nanoparticle	NOUN
easat-3147	66	5	geometry	geometry	NOUN
easat-3147	66	6	on	on	ADP
easat-3147	66	7	peristaltic	peristaltic	ADJ
easat-3147	66	8	pumping	pumping	NOUN
easat-3147	66	9	of	of	ADP
easat-3147	66	10	medical	medical	ADJ
easat-3147	66	11	magnetohydrodynamic	magnetohydrodynamic	ADJ
easat-3147	66	12	nanofluids	nanofluid	NOUN
easat-3147	66	13	with	with	ADP
easat-3147	66	14	energy	energy	NOUN
easat-3147	66	15	transfer	transfer	NOUN
easat-3147	66	16	was	be	AUX
easat-3147	66	17	studied	study	VERB
easat-3147	66	18	by	by	ADP
easat-3147	66	19	akbar	akbar	PROPN
easat-3147	66	20	et	et	PROPN
easat-3147	66	21	al	al	PROPN
easat-3147	66	22	.	.	PROPN
easat-3147	66	23	,	,	PUNCT
easat-3147	67	1	[	[	X
easat-3147	67	2	22	22	NUM
easat-3147	67	3	]	]	PUNCT
easat-3147	67	4	.	.	PUNCT
easat-3147	68	1	the	the	DET
easat-3147	68	2	flow	flow	NOUN
easat-3147	68	3	of	of	ADP
easat-3147	68	4	mhd	mhd	NOUN
easat-3147	68	5	hybrid	hybrid	ADJ
easat-3147	68	6	nanoliquid	nanoliquid	PROPN
easat-3147	68	7	containing	contain	VERB
easat-3147	68	8	medication	medication	NOUN
easat-3147	68	9	through	through	ADP
easat-3147	68	10	a	a	DET
easat-3147	68	11	blood	blood	NOUN
easat-3147	68	12	artery	artery	NOUN
easat-3147	68	13	was	be	AUX
easat-3147	68	14	inspected	inspect	VERB
easat-3147	68	15	by	by	ADP
easat-3147	68	16	alghamdi	alghamdi	PROPN
easat-3147	68	17	et	et	PROPN
easat-3147	68	18	al	al	PROPN
easat-3147	68	19	.	.	PROPN
easat-3147	68	20	,	,	PUNCT
easat-3147	69	1	[	[	X
easat-3147	69	2	23	23	NUM
easat-3147	69	3	]	]	PUNCT
easat-3147	69	4	.	.	PUNCT
easat-3147	70	1	in	in	ADP
easat-3147	70	2	many	many	ADJ
easat-3147	70	3	chemical	chemical	NOUN
easat-3147	70	4	processes	process	NOUN
easat-3147	70	5	,	,	PUNCT
easat-3147	70	6	heat	heat	NOUN
easat-3147	70	7	and	and	CCONJ
easat-3147	70	8	mass	mass	NOUN
easat-3147	70	9	transfer	transfer	NOUN
easat-3147	70	10	occur	occur	VERB
easat-3147	70	11	simultaneously	simultaneously	ADV
easat-3147	70	12	,	,	PUNCT
easat-3147	70	13	leading	lead	VERB
easat-3147	70	14	to	to	ADP
easat-3147	70	15	complex	complex	ADJ
easat-3147	70	16	interactions	interaction	NOUN
easat-3147	70	17	between	between	ADP
easat-3147	70	18	temperature	temperature	NOUN
easat-3147	70	19	and	and	CCONJ
easat-3147	70	20	concentration	concentration	NOUN
easat-3147	70	21	gradients	gradient	NOUN
easat-3147	70	22	.	.	PUNCT
easat-3147	71	1	these	these	DET
easat-3147	71	2	interactions	interaction	NOUN
easat-3147	71	3	can	can	AUX
easat-3147	71	4	cause	cause	VERB
easat-3147	71	5	changes	change	NOUN
easat-3147	71	6	in	in	ADP
easat-3147	71	7	the	the	DET
easat-3147	71	8	concentration	concentration	NOUN
easat-3147	71	9	of	of	ADP
easat-3147	71	10	different	different	ADJ
easat-3147	71	11	species	specie	NOUN
easat-3147	71	12	in	in	ADP
easat-3147	71	13	the	the	DET
easat-3147	71	14	system	system	NOUN
easat-3147	71	15	.	.	PUNCT
easat-3147	72	1	two	two	NUM
easat-3147	72	2	important	important	ADJ
easat-3147	72	3	effects	effect	NOUN
easat-3147	72	4	to	to	PART
easat-3147	72	5	consider	consider	VERB
easat-3147	72	6	in	in	ADP
easat-3147	72	7	these	these	DET
easat-3147	72	8	processes	process	NOUN
easat-3147	72	9	are	be	AUX
easat-3147	72	10	soret	soret	ADJ
easat-3147	72	11	effect	effect	NOUN
easat-3147	72	12	(	(	PUNCT
easat-3147	72	13	mass	mass	NOUN
easat-3147	72	14	transfer	transfer	NOUN
easat-3147	72	15	influenced	influence	VERB
easat-3147	72	16	by	by	ADP
easat-3147	72	17	temperature	temperature	NOUN
easat-3147	72	18	gradients	gradient	NOUN
easat-3147	72	19	)	)	PUNCT
easat-3147	72	20	and	and	CCONJ
easat-3147	72	21	the	the	DET
easat-3147	72	22	dufour	dufour	PROPN
easat-3147	72	23	effect	effect	NOUN
easat-3147	72	24	(	(	PUNCT
easat-3147	72	25	heat	heat	NOUN
easat-3147	72	26	transfer	transfer	NOUN
easat-3147	72	27	influenced	influence	VERB
easat-3147	72	28	by	by	ADP
easat-3147	72	29	concentration	concentration	NOUN
easat-3147	72	30	gradients	gradient	NOUN
easat-3147	72	31	)	)	PUNCT
easat-3147	72	32	.	.	PUNCT
easat-3147	73	1	in	in	ADP
easat-3147	73	2	biological	biological	ADJ
easat-3147	73	3	systems	system	NOUN
easat-3147	73	4	,	,	PUNCT
easat-3147	73	5	understanding	understand	VERB
easat-3147	73	6	the	the	DET
easat-3147	73	7	coupled	couple	VERB
easat-3147	73	8	transport	transport	NOUN
easat-3147	73	9	of	of	ADP
easat-3147	73	10	heat	heat	NOUN
easat-3147	73	11	and	and	CCONJ
easat-3147	73	12	mass	mass	NOUN
easat-3147	73	13	is	be	AUX
easat-3147	73	14	crucial	crucial	ADJ
easat-3147	73	15	,	,	PUNCT
easat-3147	73	16	as	as	SCONJ
easat-3147	73	17	it	it	PRON
easat-3147	73	18	can	can	AUX
easat-3147	73	19	lead	lead	VERB
easat-3147	73	20	to	to	ADP
easat-3147	73	21	cross	cross	ADJ
easat-3147	73	22	-	-	NOUN
easat-3147	73	23	diffusion	diffusion	NOUN
easat-3147	73	24	and	and	CCONJ
easat-3147	73	25	changes	change	NOUN
easat-3147	73	26	in	in	ADP
easat-3147	73	27	concentration	concentration	NOUN
easat-3147	73	28	gradients	gradient	NOUN
easat-3147	73	29	of	of	ADP
easat-3147	73	30	essential	essential	ADJ
easat-3147	73	31	species	specie	NOUN
easat-3147	73	32	.	.	PUNCT
easat-3147	74	1	this	this	PRON
easat-3147	74	2	is	be	AUX
easat-3147	74	3	particularly	particularly	ADV
easat-3147	74	4	important	important	ADJ
easat-3147	74	5	in	in	ADP
easat-3147	74	6	processes	process	NOUN
easat-3147	74	7	like	like	ADP
easat-3147	74	8	metabolic	metabolic	NOUN
easat-3147	74	9	reactions	reaction	NOUN
easat-3147	74	10	,	,	PUNCT
easat-3147	74	11	nutrient	nutrient	NOUN
easat-3147	74	12	uptake	uptake	NOUN
easat-3147	74	13	,	,	PUNCT
easat-3147	74	14	and	and	CCONJ
easat-3147	74	15	waste	waste	NOUN
easat-3147	74	16	removal	removal	NOUN
easat-3147	74	17	.	.	PUNCT
easat-3147	75	1	the	the	DET
easat-3147	75	2	soret	soret	NOUN
easat-3147	75	3	and	and	CCONJ
easat-3147	75	4	dufour	dufour	PROPN
easat-3147	75	5	effects	effect	NOUN
easat-3147	75	6	,	,	PUNCT
easat-3147	75	7	which	which	PRON
easat-3147	75	8	describe	describe	VERB
easat-3147	75	9	the	the	DET
easat-3147	75	10	interplay	interplay	NOUN
easat-3147	75	11	between	between	ADP
easat-3147	75	12	heat	heat	NOUN
easat-3147	75	13	and	and	CCONJ
easat-3147	75	14	mass	mass	NOUN
easat-3147	75	15	transfer	transfer	NOUN
easat-3147	75	16	,	,	PUNCT
easat-3147	75	17	have	have	AUX
easat-3147	75	18	been	be	AUX
easat-3147	75	19	investigated	investigate	VERB
easat-3147	75	20	in	in	ADP
easat-3147	75	21	various	various	ADJ
easat-3147	75	22	fields	field	NOUN
easat-3147	75	23	,	,	PUNCT
easat-3147	75	24	including	include	VERB
easat-3147	75	25	chemical	chemical	NOUN
easat-3147	75	26	engineering	engineering	NOUN
easat-3147	75	27	and	and	CCONJ
easat-3147	75	28	geoscience	geoscience	NOUN
easat-3147	75	29	.	.	PUNCT
easat-3147	76	1	similarly	similarly	ADV
easat-3147	76	2	,	,	PUNCT
easat-3147	76	3	in	in	ADP
easat-3147	76	4	bio	bio	PROPN
easat-3147	76	5	sciences	sciences	PROPN
easat-3147	76	6	,	,	PUNCT
easat-3147	76	7	these	these	DET
easat-3147	76	8	effects	effect	NOUN
easat-3147	76	9	can	can	AUX
easat-3147	76	10	play	play	VERB
easat-3147	76	11	a	a	DET
easat-3147	76	12	critical	critical	ADJ
easat-3147	76	13	role	role	NOUN
easat-3147	76	14	in	in	ADP
easat-3147	76	15	understanding	understand	VERB
easat-3147	76	16	phenomena	phenomenon	NOUN
easat-3147	76	17	like	like	ADP
easat-3147	76	18	thermoregulation	thermoregulation	NOUN
easat-3147	76	19	,	,	PUNCT
easat-3147	76	20	blood	blood	NOUN
easat-3147	76	21	flow	flow	NOUN
easat-3147	76	22	,	,	PUNCT
easat-3147	76	23	and	and	CCONJ
easat-3147	76	24	nutrient	nutrient	NOUN
easat-3147	76	25	transport	transport	NOUN
easat-3147	76	26	.	.	PUNCT
easat-3147	77	1	for	for	ADP
easat-3147	77	2	instance	instance	NOUN
easat-3147	77	3	,	,	PUNCT
easat-3147	77	4	researchers	researcher	NOUN
easat-3147	77	5	studying	study	VERB
easat-3147	77	6	cellular	cellular	ADJ
easat-3147	77	7	metabolism	metabolism	NOUN
easat-3147	77	8	or	or	CCONJ
easat-3147	77	9	tissue	tissue	NOUN
easat-3147	77	10	engineering	engineering	NOUN
easat-3147	77	11	may	may	AUX
easat-3147	77	12	need	need	VERB
easat-3147	77	13	to	to	PART
easat-3147	77	14	consider	consider	VERB
easat-3147	77	15	these	these	DET
easat-3147	77	16	effects	effect	NOUN
easat-3147	77	17	to	to	PART
easat-3147	77	18	optimize	optimize	VERB
easat-3147	77	19	their	their	PRON
easat-3147	77	20	designs	design	NOUN
easat-3147	77	21	and	and	CCONJ
easat-3147	77	22	experiments	experiment	NOUN
easat-3147	77	23	.	.	PUNCT
easat-3147	78	1	makinde	makinde	NOUN
easat-3147	78	2	and	and	CCONJ
easat-3147	78	3	olanrewaju	olanrewaju	ADJ
easat-3147	79	1	[	[	X
easat-3147	79	2	24	24	NUM
easat-3147	79	3	]	]	PUNCT
easat-3147	79	4	examined	examine	VERB
easat-3147	79	5	the	the	DET
easat-3147	79	6	effects	effect	NOUN
easat-3147	79	7	of	of	ADP
easat-3147	79	8	soret	soret	NOUN
easat-3147	79	9	and	and	CCONJ
easat-3147	79	10	dufour	dufour	PROPN
easat-3147	79	11	on	on	ADP
easat-3147	79	12	unsteady	unsteady	ADJ
easat-3147	79	13	mixed	mixed	ADJ
easat-3147	79	14	convection	convection	NOUN
easat-3147	79	15	flow	flow	NOUN
easat-3147	79	16	over	over	ADP
easat-3147	79	17	a	a	DET
easat-3147	79	18	permeable	permeable	ADJ
easat-3147	79	19	plate	plate	NOUN
easat-3147	79	20	moving	move	VERB
easat-3147	79	21	through	through	ADP
easat-3147	79	22	a	a	DET
easat-3147	79	23	binary	binary	ADJ
easat-3147	79	24	mixture	mixture	NOUN
easat-3147	79	25	of	of	ADP
easat-3147	79	26	chemically	chemically	ADV
easat-3147	79	27	reacting	react	VERB
easat-3147	79	28	fluid	fluid	NOUN
easat-3147	79	29	,	,	PUNCT
easat-3147	79	30	shedding	shed	VERB
easat-3147	79	31	light	light	NOUN
easat-3147	79	32	on	on	ADP
easat-3147	79	33	the	the	DET
easat-3147	79	34	complex	complex	ADJ
easat-3147	79	35	interactions	interaction	NOUN
easat-3147	79	36	between	between	ADP
easat-3147	79	37	energy	energy	NOUN
easat-3147	79	38	,	,	PUNCT
easat-3147	79	39	mass	mass	NOUN
easat-3147	79	40	,	,	PUNCT
easat-3147	79	41	and	and	CCONJ
easat-3147	79	42	momentum	momentum	NOUN
easat-3147	79	43	transfer	transfer	NOUN
easat-3147	79	44	in	in	ADP
easat-3147	79	45	this	this	DET
easat-3147	79	46	dynamic	dynamic	ADJ
easat-3147	79	47	system	system	NOUN
easat-3147	79	48	.	.	PUNCT
easat-3147	80	1	hayat	hayat	PROPN
easat-3147	80	2	et	et	PROPN
easat-3147	80	3	al	al	PROPN
easat-3147	80	4	.	.	PROPN
easat-3147	80	5	,	,	PUNCT
easat-3147	81	1	[	[	X
easat-3147	81	2	25	25	NUM
easat-3147	81	3	]	]	PUNCT
easat-3147	81	4	conducted	conduct	VERB
easat-3147	81	5	a	a	DET
easat-3147	81	6	comprehensive	comprehensive	ADJ
easat-3147	81	7	investigation	investigation	NOUN
easat-3147	81	8	into	into	ADP
easat-3147	81	9	the	the	DET
easat-3147	81	10	soret	soret	NOUN
easat-3147	81	11	and	and	CCONJ
easat-3147	81	12	dufour	dufour	PROPN
easat-3147	81	13	effects	effect	NOUN
easat-3147	81	14	on	on	ADP
easat-3147	81	15	the	the	DET
easat-3147	81	16	peristaltic	peristaltic	ADJ
easat-3147	81	17	flow	flow	NOUN
easat-3147	81	18	of	of	ADP
easat-3147	81	19	magnetohydrodynamic	magnetohydrodynamic	ADJ
easat-3147	81	20	(	(	PUNCT
easat-3147	81	21	mhd	mhd	PROPN
easat-3147	81	22	)	)	PUNCT
easat-3147	81	23	jeffrey	jeffrey	PROPN
easat-3147	81	24	fluid	fluid	NOUN
easat-3147	81	25	in	in	ADP
easat-3147	81	26	a	a	DET
easat-3147	81	27	rotating	rotate	VERB
easat-3147	81	28	system	system	NOUN
easat-3147	81	29	with	with	ADP
easat-3147	81	30	porous	porous	ADJ
easat-3147	81	31	medium	medium	NOUN
easat-3147	81	32	.	.	PUNCT
easat-3147	82	1	mahday	mahday	NOUN
easat-3147	83	1	[	[	X
easat-3147	83	2	26	26	NUM
easat-3147	83	3	]	]	PUNCT
easat-3147	83	4	studied	study	VERB
easat-3147	83	5	the	the	DET
easat-3147	83	6	energy	energy	NOUN
easat-3147	83	7	transfer	transfer	NOUN
easat-3147	83	8	and	and	CCONJ
easat-3147	83	9	liquid	liquid	ADJ
easat-3147	83	10	flow	flow	NOUN
easat-3147	83	11	characteristics	characteristic	NOUN
easat-3147	83	12	of	of	ADP
easat-3147	83	13	a	a	DET
easat-3147	83	14	casson	casson	PROPN
easat-3147	83	15	fluid	fluid	NOUN
easat-3147	83	16	in	in	ADP
easat-3147	83	17	the	the	DET
easat-3147	83	18	presence	presence	NOUN
easat-3147	83	19	of	of	ADP
easat-3147	83	20	soret	soret	NOUN
easat-3147	83	21	and	and	CCONJ
easat-3147	83	22	dufour	dufour	PROPN
easat-3147	83	23	effects	effect	NOUN
easat-3147	83	24	,	,	PUNCT
easat-3147	83	25	which	which	PRON
easat-3147	83	26	are	be	AUX
easat-3147	83	27	induced	induce	VERB
easat-3147	83	28	by	by	ADP
easat-3147	83	29	a	a	DET
easat-3147	83	30	stretching	stretch	VERB
easat-3147	83	31	cylinder	cylinder	NOUN
easat-3147	83	32	.	.	PUNCT
easat-3147	84	1	srinivasacharya	srinivasacharya	PROPN
easat-3147	84	2	et	et	PROPN
easat-3147	84	3	al	al	PROPN
easat-3147	84	4	.	.	PROPN
easat-3147	84	5	,	,	PUNCT
easat-3147	85	1	[	[	X
easat-3147	85	2	27	27	NUM
easat-3147	85	3	]	]	PUNCT
easat-3147	85	4	probed	probe	VERB
easat-3147	85	5	the	the	DET
easat-3147	85	6	combined	combine	VERB
easat-3147	85	7	impact	impact	NOUN
easat-3147	85	8	of	of	ADP
easat-3147	85	9	soret	soret	NOUN
easat-3147	85	10	and	and	CCONJ
easat-3147	85	11	dufour	dufour	PROPN
easat-3147	85	12	impects	impect	VERB
easat-3147	85	13	on	on	ADP
easat-3147	85	14	mixed	mixed	ADJ
easat-3147	85	15	convection	convection	NOUN
easat-3147	85	16	along	along	ADP
easat-3147	85	17	a	a	DET
easat-3147	85	18	vertical	vertical	ADJ
easat-3147	85	19	surface	surface	NOUN
easat-3147	85	20	in	in	ADP
easat-3147	85	21	a	a	DET
easat-3147	85	22	permeable	permeable	ADJ
easat-3147	85	23	moderate	moderate	ADJ
easat-3147	85	24	with	with	ADP
easat-3147	85	25	variable	variable	ADJ
easat-3147	85	26	properties	property	NOUN
easat-3147	85	27	.	.	PUNCT
easat-3147	86	1	ahmed	ahmed	PROPN
easat-3147	86	2	et	et	PROPN
easat-3147	86	3	al	al	PROPN
easat-3147	86	4	.	.	PROPN
easat-3147	86	5	,	,	PUNCT
easat-3147	87	1	[	[	X
easat-3147	87	2	28	28	NUM
easat-3147	87	3	]	]	X
easat-3147	87	4	research	research	NOUN
easat-3147	87	5	investigated	investigate	VERB
easat-3147	87	6	the	the	DET
easat-3147	87	7	bioconvective	bioconvective	ADJ
easat-3147	87	8	flow	flow	NOUN
easat-3147	87	9	of	of	ADP
easat-3147	87	10	a	a	DET
easat-3147	87	11	variable	variable	ADJ
easat-3147	87	12	properties	property	NOUN
easat-3147	87	13	hybrid	hybrid	ADJ
easat-3147	87	14	nanoliquid	nanoliquid	NOUN
easat-3147	87	15	over	over	ADP
easat-3147	87	16	a	a	DET
easat-3147	87	17	rotating	rotate	VERB
easat-3147	87	18	disk	disk	NOUN
easat-3147	87	19	,	,	PUNCT
easat-3147	87	20	examining	examine	VERB
easat-3147	87	21	the	the	DET
easat-3147	87	22	combined	combine	VERB
easat-3147	87	23	effects	effect	NOUN
easat-3147	87	24	of	of	ADP
easat-3147	87	25	arrhenius	arrhenius	NOUN
easat-3147	87	26	activation	activation	NOUN
easat-3147	87	27	energy	energy	NOUN
easat-3147	87	28	,	,	PUNCT
easat-3147	87	29	heat	heat	NOUN
easat-3147	87	30	and	and	CCONJ
easat-3147	87	31	mass	mass	NOUN
easat-3147	87	32	transfer	transfer	NOUN
easat-3147	87	33	and	and	CCONJ
easat-3147	87	34	soret	soret	VERB
easat-3147	87	35	and	and	CCONJ
easat-3147	87	36	dufour	dufour	PROPN
easat-3147	87	37	impacts	impact	NOUN
easat-3147	87	38	on	on	ADP
easat-3147	87	39	the	the	DET
easat-3147	87	40	liquid	liquid	ADJ
easat-3147	87	41	flow	flow	NOUN
easat-3147	87	42	.	.	PUNCT
easat-3147	88	1	balla	balla	PROPN
easat-3147	88	2	et	et	PROPN
easat-3147	88	3	al	al	PROPN
easat-3147	88	4	.	.	PROPN
easat-3147	88	5	,	,	PUNCT
easat-3147	89	1	[	[	X
easat-3147	89	2	29	29	NUM
easat-3147	89	3	]	]	PUNCT
easat-3147	89	4	explored	explore	VERB
easat-3147	89	5	the	the	DET
easat-3147	89	6	combined	combine	VERB
easat-3147	89	7	impact	impact	NOUN
easat-3147	89	8	of	of	ADP
easat-3147	89	9	soret	soret	NOUN
easat-3147	89	10	and	and	CCONJ
easat-3147	89	11	dufour	dufour	PROPN
easat-3147	89	12	effects	effect	NOUN
easat-3147	89	13	on	on	ADP
easat-3147	89	14	the	the	DET
easat-3147	89	15	bioconvective	bioconvective	ADJ
easat-3147	89	16	flow	flow	NOUN
easat-3147	89	17	of	of	ADP
easat-3147	89	18	a	a	DET
easat-3147	89	19	nanofluid	nanofluid	NOUN
easat-3147	89	20	in	in	ADP
easat-3147	89	21	a	a	DET
easat-3147	89	22	porous	porous	ADJ
easat-3147	89	23	square	square	ADJ
easat-3147	89	24	cavity	cavity	NOUN
easat-3147	89	25	.	.	PUNCT
easat-3147	90	1	razaq	razaq	INTJ
easat-3147	90	2	et	et	PROPN
easat-3147	90	3	al	al	PROPN
easat-3147	90	4	.	.	PROPN
easat-3147	90	5	,	,	PUNCT
easat-3147	91	1	[	[	X
easat-3147	91	2	30	30	NUM
easat-3147	91	3	]	]	PUNCT
easat-3147	91	4	conducted	conduct	VERB
easat-3147	91	5	a	a	DET
easat-3147	91	6	study	study	NOUN
easat-3147	91	7	on	on	ADP
easat-3147	91	8	radiative	radiative	ADJ
easat-3147	91	9	bioconvective	bioconvective	ADJ
easat-3147	91	10	flow	flow	NOUN
easat-3147	91	11	with	with	ADP
easat-3147	91	12	a	a	DET
easat-3147	91	13	non	non	ADJ
easat-3147	91	14	-	-	ADJ
easat-3147	91	15	uniform	uniform	ADJ
easat-3147	91	16	heat	heat	NOUN
easat-3147	91	17	source	source	NOUN
easat-3147	91	18	,	,	PUNCT
easat-3147	91	19	taking	take	VERB
easat-3147	91	20	into	into	ADP
easat-3147	91	21	consideration	consideration	NOUN
easat-3147	91	22	the	the	DET
easat-3147	91	23	effects	effect	NOUN
easat-3147	91	24	of	of	ADP
easat-3147	91	25	soret	soret	NOUN
easat-3147	91	26	and	and	CCONJ
easat-3147	91	27	dufour	dufour	PROPN
easat-3147	91	28	.	.	PUNCT
easat-3147	92	1	bio	bio	PROPN
easat-3147	92	2	-	-	NOUN
easat-3147	92	3	convection	convection	NOUN
easat-3147	92	4	,	,	PUNCT
easat-3147	92	5	a	a	DET
easat-3147	92	6	fascinating	fascinating	ADJ
easat-3147	92	7	phenomenon	phenomenon	NOUN
easat-3147	92	8	where	where	SCONJ
easat-3147	92	9	living	live	VERB
easat-3147	92	10	particles	particle	NOUN
easat-3147	92	11	accumulate	accumulate	VERB
easat-3147	92	12	and	and	CCONJ
easat-3147	92	13	form	form	VERB
easat-3147	92	14	density	density	NOUN
easat-3147	92	15	gradients	gradient	NOUN
easat-3147	92	16	,	,	PUNCT
easat-3147	92	17	has	have	AUX
easat-3147	92	18	emerged	emerge	VERB
easat-3147	92	19	as	as	ADP
easat-3147	92	20	a	a	DET
easat-3147	92	21	vital	vital	ADJ
easat-3147	92	22	area	area	NOUN
easat-3147	92	23	of	of	ADP
easat-3147	92	24	research	research	NOUN
easat-3147	92	25	with	with	ADP
easat-3147	92	26	far	far	ADV
easat-3147	92	27	-	-	PUNCT
easat-3147	92	28	reaching	reach	VERB
easat-3147	92	29	implications	implication	NOUN
easat-3147	92	30	for	for	ADP
easat-3147	92	31	various	various	ADJ
easat-3147	92	32	industries	industry	NOUN
easat-3147	92	33	.	.	PUNCT
easat-3147	93	1	recent	recent	ADJ
easat-3147	93	2	discoveries	discovery	NOUN
easat-3147	93	3	have	have	AUX
easat-3147	93	4	unveiled	unveil	VERB
easat-3147	93	5	the	the	DET
easat-3147	93	6	vast	vast	ADJ
easat-3147	93	7	potential	potential	NOUN
easat-3147	93	8	of	of	ADP
easat-3147	93	9	bio	bio	NOUN
easat-3147	93	10	-	-	NOUN
easat-3147	93	11	convection	convection	NOUN
easat-3147	93	12	in	in	ADP
easat-3147	93	13	biotechnology	biotechnology	NOUN
easat-3147	93	14	and	and	CCONJ
easat-3147	93	15	biomedical	biomedical	ADJ
easat-3147	93	16	applications	application	NOUN
easat-3147	93	17	,	,	PUNCT
easat-3147	93	18	including	include	VERB
easat-3147	93	19	biofuels	biofuel	NOUN
easat-3147	93	20	,	,	PUNCT
easat-3147	93	21	biosensors	biosensor	NOUN
easat-3147	93	22	,	,	PUNCT
easat-3147	93	23	drug	drug	NOUN
easat-3147	93	24	development	development	NOUN
easat-3147	93	25	,	,	PUNCT
easat-3147	93	26	and	and	CCONJ
easat-3147	93	27	tissue	tissue	NOUN
easat-3147	93	28	engineering	engineering	NOUN
easat-3147	93	29	.	.	PUNCT
easat-3147	94	1	as	as	SCONJ
easat-3147	94	2	scientists	scientist	NOUN
easat-3147	94	3	continue	continue	VERB
easat-3147	94	4	to	to	PART
easat-3147	94	5	understand	understand	VERB
easat-3147	94	6	the	the	DET
easat-3147	94	7	deep	deep	ADJ
easat-3147	94	8	complexities	complexity	NOUN
easat-3147	94	9	of	of	ADP
easat-3147	94	10	bio	bio	NOUN
easat-3147	94	11	-	-	NOUN
easat-3147	94	12	convection	convection	NOUN
easat-3147	94	13	,	,	PUNCT
easat-3147	94	14	its	its	PRON
easat-3147	94	15	significance	significance	NOUN
easat-3147	94	16	in	in	ADP
easat-3147	94	17	understanding	understand	VERB
easat-3147	94	18	complex	complex	ADJ
easat-3147	94	19	biological	biological	ADJ
easat-3147	94	20	systems	system	NOUN
easat-3147	94	21	and	and	CCONJ
easat-3147	94	22	developing	develop	VERB
easat-3147	94	23	innovative	innovative	ADJ
easat-3147	94	24	solutions	solution	NOUN
easat-3147	94	25	for	for	ADP
easat-3147	94	26	real	real	ADJ
easat-3147	94	27	-	-	PUNCT
easat-3147	94	28	world	world	NOUN
easat-3147	94	29	problems	problem	NOUN
easat-3147	94	30	becomes	become	VERB
easat-3147	94	31	increasingly	increasingly	ADV
easat-3147	94	32	clear	clear	ADJ
easat-3147	94	33	.	.	PUNCT
easat-3147	95	1	furthermore	furthermore	ADV
easat-3147	95	2	,	,	PUNCT
easat-3147	95	3	recent	recent	ADJ
easat-3147	95	4	breakthroughs	breakthrough	NOUN
easat-3147	95	5	in	in	ADP
easat-3147	95	6	bio	bio	ADJ
easat-3147	95	7	-	-	ADJ
easat-3147	95	8	convection	convection	ADJ
easat-3147	95	9	research	research	NOUN
easat-3147	95	10	have	have	AUX
easat-3147	95	11	highlighted	highlight	VERB
easat-3147	95	12	its	its	PRON
easat-3147	95	13	diverse	diverse	ADJ
easat-3147	95	14	applications	application	NOUN
easat-3147	95	15	and	and	CCONJ
easat-3147	95	16	exciting	exciting	ADJ
easat-3147	95	17	potential	potential	NOUN
easat-3147	95	18	for	for	ADP
easat-3147	95	19	future	future	ADJ
easat-3147	95	20	advancements	advancement	NOUN
easat-3147	95	21	,	,	PUNCT
easat-3147	95	22	paving	pave	VERB
easat-3147	95	23	the	the	DET
easat-3147	95	24	way	way	NOUN
easat-3147	95	25	for	for	ADP
easat-3147	95	26	groundbreaking	groundbreake	VERB
easat-3147	95	27	discoveries	discovery	NOUN
easat-3147	95	28	and	and	CCONJ
easat-3147	95	29	innovative	innovative	ADJ
easat-3147	95	30	applications	application	NOUN
easat-3147	95	31	that	that	PRON
easat-3147	95	32	are	be	AUX
easat-3147	95	33	expected	expect	VERB
easat-3147	95	34	to	to	PART
easat-3147	95	35	transform	transform	VERB
easat-3147	95	36	various	various	ADJ
easat-3147	95	37	fields	field	NOUN
easat-3147	95	38	and	and	CCONJ
easat-3147	95	39	improve	improve	VERB
easat-3147	95	40	lives	life	NOUN
easat-3147	95	41	.	.	PUNCT
easat-3147	96	1	yin	yin	PROPN
easat-3147	96	2	et	et	PROPN
easat-3147	96	3	al	al	PROPN
easat-3147	96	4	.	.	PROPN
easat-3147	96	5	,	,	PUNCT
easat-3147	97	1	[	[	X
easat-3147	97	2	31	31	NUM
easat-3147	97	3	]	]	PUNCT
easat-3147	97	4	probed	probe	VERB
easat-3147	97	5	the	the	DET
easat-3147	97	6	effects	effect	NOUN
easat-3147	97	7	of	of	ADP
easat-3147	97	8	thermal	thermal	ADJ
easat-3147	97	9	radiation	radiation	NOUN
easat-3147	97	10	on	on	ADP
easat-3147	97	11	bioconvection	bioconvection	NOUN
easat-3147	97	12	flow	flow	NOUN
easat-3147	97	13	of	of	ADP
easat-3147	97	14	magnetized	magnetized	ADJ
easat-3147	97	15	sisko	sisko	PROPN
easat-3147	97	16	nanofluid	nanofluid	PROPN
easat-3147	97	17	with	with	ADP
easat-3147	97	18	swimming	swimming	NOUN
easat-3147	97	19	microorganisms	microorganism	NOUN
easat-3147	97	20	along	along	ADP
easat-3147	97	21	a	a	DET
easat-3147	97	22	stretching	stretch	VERB
easat-3147	97	23	cylinder	cylinder	NOUN
easat-3147	97	24	.	.	PUNCT
easat-3147	98	1	al	al	PROPN
easat-3147	98	2	-	-	PUNCT
easat-3147	98	3	mubaddel	mubaddel	PROPN
easat-3147	98	4	et	et	PROPN
easat-3147	98	5	al	al	PROPN
easat-3147	98	6	.	.	PROPN
easat-3147	98	7	,	,	PUNCT
easat-3147	99	1	[	[	X
easat-3147	99	2	32	32	NUM
easat-3147	99	3	]	]	PUNCT
easat-3147	99	4	studied	study	VERB
easat-3147	99	5	the	the	DET
easat-3147	99	6	double	double	ADJ
easat-3147	99	7	stratification	stratification	NOUN
easat-3147	99	8	in	in	ADP
easat-3147	99	9	sisko	sisko	PROPN
easat-3147	99	10	nanofluid	nanofluid	PROPN
easat-3147	99	11	bioconvection	bioconvection	NOUN
easat-3147	99	12	with	with	ADP
easat-3147	99	13	radiation	radiation	NOUN
easat-3147	99	14	and	and	CCONJ
easat-3147	99	15	generalized	generalized	ADJ
easat-3147	99	16	fluxes	flux	NOUN
easat-3147	99	17	.	.	PUNCT
easat-3147	100	1	puneeth	puneeth	NOUN
easat-3147	100	2	et	et	PROPN
easat-3147	100	3	al	al	PROPN
easat-3147	100	4	.	.	PROPN
easat-3147	100	5	,	,	PUNCT
easat-3147	101	1	[	[	X
easat-3147	101	2	33	33	NUM
easat-3147	101	3	]	]	PUNCT
easat-3147	101	4	conducted	conduct	VERB
easat-3147	101	5	a	a	DET
easat-3147	101	6	study	study	NOUN
easat-3147	101	7	on	on	ADP
easat-3147	101	8	the	the	DET
easat-3147	101	9	three	three	NUM
easat-3147	101	10	-	-	PUNCT
easat-3147	101	11	dimensional	dimensional	ADJ
easat-3147	101	12	bioconvective	bioconvective	ADJ
easat-3147	101	13	flow	flow	NOUN
easat-3147	101	14	5239	5239	NUM
easat-3147	101	15	edelweiss	edelweiss	PROPN
easat-3147	101	16	applied	apply	VERB
easat-3147	101	17	science	science	NOUN
easat-3147	101	18	and	and	CCONJ
easat-3147	101	19	technology	technology	NOUN
easat-3147	101	20	issn	issn	PROPN
easat-3147	101	21	:	:	PUNCT
easat-3147	101	22	2576	2576	NUM
easat-3147	101	23	-	-	SYM
easat-3147	101	24	8484	8484	NUM
easat-3147	101	25	vol	vol	NOUN
easat-3147	101	26	.	.	PROPN
easat-3147	102	1	8	8	NUM
easat-3147	102	2	,	,	PUNCT
easat-3147	102	3	no	no	INTJ
easat-3147	102	4	.	.	NOUN
easat-3147	103	1	6	6	NUM
easat-3147	103	2	:	:	SYM
easat-3147	103	3	5236	5236	NUM
easat-3147	103	4	-	-	SYM
easat-3147	103	5	5253	5253	NUM
easat-3147	103	6	,	,	PUNCT
easat-3147	103	7	2024	2024	NUM
easat-3147	103	8	doi	doi	NOUN
easat-3147	103	9	:	:	PUNCT
easat-3147	103	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	103	11	©	©	PROPN
easat-3147	103	12	2024	2024	NUM
easat-3147	103	13	by	by	ADP
easat-3147	103	14	the	the	DET
easat-3147	103	15	authors	author	NOUN
easat-3147	103	16	;	;	PUNCT
easat-3147	103	17	licensee	licensee	PROPN
easat-3147	103	18	learning	learn	VERB
easat-3147	103	19	gate	gate	NOUN
easat-3147	103	20	of	of	ADP
easat-3147	103	21	sisko	sisko	PROPN
easat-3147	103	22	nanofluid	nanofluid	PROPN
easat-3147	103	23	with	with	ADP
easat-3147	103	24	robin	robin	PROPN
easat-3147	103	25	boundary	boundary	PROPN
easat-3147	103	26	conditions	condition	NOUN
easat-3147	103	27	.	.	PUNCT
easat-3147	104	1	raju	raju	PROPN
easat-3147	104	2	et	et	PROPN
easat-3147	104	3	al	al	PROPN
easat-3147	104	4	.	.	PROPN
easat-3147	104	5	,	,	PUNCT
easat-3147	105	1	[	[	X
easat-3147	105	2	34	34	NUM
easat-3147	105	3	]	]	PUNCT
easat-3147	105	4	examined	examine	VERB
easat-3147	105	5	heat	heat	NOUN
easat-3147	105	6	and	and	CCONJ
easat-3147	105	7	mass	mass	NOUN
easat-3147	105	8	transfer	transfer	NOUN
easat-3147	105	9	in	in	ADP
easat-3147	105	10	mhd	mhd	NOUN
easat-3147	105	11	non	non	ADJ
easat-3147	105	12	-	-	ADJ
easat-3147	105	13	newtonian	newtonian	ADJ
easat-3147	105	14	bio	bio	ADJ
easat-3147	105	15	-	-	ADJ
easat-3147	105	16	convection	convection	ADJ
easat-3147	105	17	flow	flow	NOUN
easat-3147	105	18	over	over	ADP
easat-3147	105	19	a	a	DET
easat-3147	105	20	rotating	rotate	VERB
easat-3147	105	21	cone	cone	NOUN
easat-3147	105	22	/	/	SYM
easat-3147	105	23	plate	plate	NOUN
easat-3147	105	24	,	,	PUNCT
easat-3147	105	25	considering	consider	VERB
easat-3147	105	26	cross	cross	NOUN
easat-3147	105	27	diffusion	diffusion	NOUN
easat-3147	105	28	.	.	PUNCT
easat-3147	106	1	this	this	DET
easat-3147	106	2	paper	paper	NOUN
easat-3147	106	3	studies	study	NOUN
easat-3147	106	4	a	a	DET
easat-3147	106	5	new	new	ADJ
easat-3147	106	6	type	type	NOUN
easat-3147	106	7	of	of	ADP
easat-3147	106	8	fluid	fluid	ADJ
easat-3147	106	9	flow	flow	NOUN
easat-3147	106	10	called	call	VERB
easat-3147	106	11	bioconvection	bioconvection	PROPN
easat-3147	106	12	sisko	sisko	PROPN
easat-3147	106	13	nanofluid	nanofluid	PROPN
easat-3147	106	14	,	,	PUNCT
easat-3147	106	15	which	which	PRON
easat-3147	106	16	occurs	occur	VERB
easat-3147	106	17	when	when	SCONJ
easat-3147	106	18	a	a	DET
easat-3147	106	19	stretching	stretch	VERB
easat-3147	106	20	cylinder	cylinder	NOUN
easat-3147	106	21	is	be	AUX
easat-3147	106	22	present	present	ADJ
easat-3147	106	23	and	and	CCONJ
easat-3147	106	24	microorganisms	microorganism	NOUN
easat-3147	106	25	are	be	AUX
easat-3147	106	26	moving	move	VERB
easat-3147	106	27	around	around	ADV
easat-3147	106	28	.	.	PUNCT
easat-3147	107	1	the	the	DET
easat-3147	107	2	fluid	fluid	NOUN
easat-3147	107	3	's	's	PART
easat-3147	107	4	thermal	thermal	ADJ
easat-3147	107	5	properties	property	NOUN
easat-3147	107	6	are	be	AUX
easat-3147	107	7	examined	examine	VERB
easat-3147	107	8	under	under	ADP
easat-3147	107	9	various	various	ADJ
easat-3147	107	10	conditions	condition	NOUN
easat-3147	107	11	,	,	PUNCT
easat-3147	107	12	including	include	VERB
easat-3147	107	13	nonlinear	nonlinear	ADJ
easat-3147	107	14	thermal	thermal	ADJ
easat-3147	107	15	radiation	radiation	NOUN
easat-3147	107	16	and	and	CCONJ
easat-3147	107	17	nonuniform	nonuniform	ADJ
easat-3147	107	18	heat	heat	NOUN
easat-3147	107	19	sources	source	NOUN
easat-3147	107	20	.	.	PUNCT
easat-3147	108	1	the	the	DET
easat-3147	108	2	analysis	analysis	NOUN
easat-3147	108	3	additionally	additionally	ADV
easat-3147	108	4	takes	take	VERB
easat-3147	108	5	into	into	ADP
easat-3147	108	6	account	account	NOUN
easat-3147	108	7	the	the	DET
easat-3147	108	8	influences	influence	NOUN
easat-3147	108	9	of	of	ADP
easat-3147	108	10	soret	soret	NOUN
easat-3147	108	11	and	and	CCONJ
easat-3147	108	12	dufour	dufour	PROPN
easat-3147	108	13	effects	effect	NOUN
easat-3147	108	14	.	.	PUNCT
easat-3147	109	1	the	the	DET
easat-3147	109	2	results	result	NOUN
easat-3147	109	3	are	be	AUX
easat-3147	109	4	obtained	obtain	VERB
easat-3147	109	5	by	by	ADP
easat-3147	109	6	using	use	VERB
easat-3147	109	7	a	a	DET
easat-3147	109	8	numerical	numerical	ADJ
easat-3147	109	9	method	method	NOUN
easat-3147	109	10	and	and	CCONJ
easat-3147	109	11	graphically	graphically	ADV
easat-3147	109	12	presented	present	VERB
easat-3147	109	13	.	.	PUNCT
easat-3147	110	1	this	this	DET
easat-3147	110	2	research	research	NOUN
easat-3147	110	3	is	be	AUX
easat-3147	110	4	unique	unique	ADJ
easat-3147	110	5	and	and	CCONJ
easat-3147	110	6	has	have	VERB
easat-3147	110	7	important	important	ADJ
easat-3147	110	8	implications	implication	NOUN
easat-3147	110	9	for	for	ADP
easat-3147	110	10	various	various	ADJ
easat-3147	110	11	fields	field	NOUN
easat-3147	110	12	,	,	PUNCT
easat-3147	110	13	including	include	VERB
easat-3147	110	14	heat	heat	NOUN
easat-3147	110	15	transfer	transfer	NOUN
easat-3147	110	16	,	,	PUNCT
easat-3147	110	17	solar	solar	ADJ
easat-3147	110	18	energy	energy	NOUN
easat-3147	110	19	,	,	PUNCT
easat-3147	110	20	electronics	electronic	NOUN
easat-3147	110	21	,	,	PUNCT
easat-3147	110	22	biofuels	biofuel	NOUN
easat-3147	110	23	,	,	PUNCT
easat-3147	110	24	and	and	CCONJ
easat-3147	110	25	more	more	ADJ
easat-3147	110	26	.	.	PUNCT
easat-3147	111	1	using	use	VERB
easat-3147	111	2	matlab	matlab	PROPN
easat-3147	111	3	software	software	NOUN
easat-3147	111	4	bvp4c	bvp4c	PROPN
easat-3147	111	5	solver	solver	ADV
easat-3147	111	6	,	,	PUNCT
easat-3147	111	7	we	we	PRON
easat-3147	111	8	've	have	AUX
easat-3147	111	9	generated	generate	VERB
easat-3147	111	10	numerical	numerical	ADJ
easat-3147	111	11	results	result	NOUN
easat-3147	111	12	that	that	PRON
easat-3147	111	13	shed	shed	VERB
easat-3147	111	14	light	light	NOUN
easat-3147	111	15	on	on	ADP
easat-3147	111	16	the	the	DET
easat-3147	111	17	crucial	crucial	ADJ
easat-3147	111	18	role	role	NOUN
easat-3147	111	19	of	of	ADP
easat-3147	111	20	key	key	ADJ
easat-3147	111	21	physical	physical	ADJ
easat-3147	111	22	parameters	parameter	NOUN
easat-3147	111	23	.	.	PUNCT
easat-3147	112	1	remarkably	remarkably	ADV
easat-3147	112	2	,	,	PUNCT
easat-3147	112	3	this	this	DET
easat-3147	112	4	innovative	innovative	ADJ
easat-3147	112	5	flow	flow	NOUN
easat-3147	112	6	model	model	NOUN
easat-3147	112	7	boasts	boast	VERB
easat-3147	112	8	unique	unique	ADJ
easat-3147	112	9	thermal	thermal	ADJ
easat-3147	112	10	properties	property	NOUN
easat-3147	112	11	that	that	PRON
easat-3147	112	12	have	have	AUX
easat-3147	112	13	never	never	ADV
easat-3147	112	14	been	be	AUX
easat-3147	112	15	explored	explore	VERB
easat-3147	112	16	before	before	ADV
easat-3147	112	17	,	,	PUNCT
easat-3147	112	18	making	make	VERB
easat-3147	112	19	it	it	PRON
easat-3147	112	20	a	a	DET
easat-3147	112	21	pioneering	pioneering	ADJ
easat-3147	112	22	achievement	achievement	NOUN
easat-3147	112	23	.	.	PUNCT
easat-3147	113	1	our	our	PRON
easat-3147	113	2	discoveries	discovery	NOUN
easat-3147	113	3	have	have	VERB
easat-3147	113	4	significant	significant	ADJ
easat-3147	113	5	implications	implication	NOUN
easat-3147	113	6	for	for	ADP
easat-3147	113	7	various	various	ADJ
easat-3147	113	8	bio	bio	PROPN
easat-3147	113	9	sciences	sciences	PROPN
easat-3147	113	10	applications	application	NOUN
easat-3147	113	11	,	,	PUNCT
easat-3147	113	12	including	include	VERB
easat-3147	113	13	bioprocessing	bioprocessing	NOUN
easat-3147	113	14	,	,	PUNCT
easat-3147	113	15	biomedical	biomedical	ADJ
easat-3147	113	16	devices	device	NOUN
easat-3147	113	17	,	,	PUNCT
easat-3147	113	18	bioelectronics	bioelectronic	NOUN
easat-3147	113	19	,	,	PUNCT
easat-3147	113	20	biofuels	biofuel	NOUN
easat-3147	113	21	,	,	PUNCT
easat-3147	113	22	enzyme	enzyme	NOUN
easat-3147	113	23	technology	technology	NOUN
easat-3147	113	24	,	,	PUNCT
easat-3147	113	25	and	and	CCONJ
easat-3147	113	26	biomedical	biomedical	ADJ
easat-3147	113	27	research	research	NOUN
easat-3147	113	28	.	.	PUNCT
easat-3147	114	1	2	2	X
easat-3147	114	2	.	.	X
easat-3147	114	3	description	description	NOUN
easat-3147	114	4	of	of	ADP
easat-3147	114	5	the	the	DET
easat-3147	114	6	problem	problem	NOUN
easat-3147	114	7	this	this	DET
easat-3147	114	8	study	study	NOUN
easat-3147	114	9	examined	examine	VERB
easat-3147	114	10	the	the	DET
easat-3147	114	11	2d	2d	NOUN
easat-3147	114	12	,	,	PUNCT
easat-3147	114	13	incompressible	incompressible	ADJ
easat-3147	114	14	,	,	PUNCT
easat-3147	114	15	steady	steady	ADJ
easat-3147	114	16	flow	flow	NOUN
easat-3147	114	17	of	of	ADP
easat-3147	114	18	sisko	sisko	PROPN
easat-3147	114	19	nanofluid	nanofluid	PROPN
easat-3147	114	20	past	past	ADP
easat-3147	114	21	a	a	DET
easat-3147	114	22	stretching	stretch	VERB
easat-3147	114	23	cylinder	cylinder	NOUN
easat-3147	114	24	.	.	PUNCT
easat-3147	115	1	to	to	PART
easat-3147	115	2	expand	expand	VERB
easat-3147	115	3	the	the	DET
easat-3147	115	4	study	study	NOUN
easat-3147	115	5	's	's	PART
easat-3147	115	6	range	range	NOUN
easat-3147	115	7	,	,	PUNCT
easat-3147	115	8	soret	soret	VERB
easat-3147	115	9	and	and	CCONJ
easat-3147	115	10	dufour	dufour	PROPN
easat-3147	115	11	effects	effect	NOUN
easat-3147	115	12	are	be	AUX
easat-3147	115	13	incorporated	incorporate	VERB
easat-3147	115	14	into	into	ADP
easat-3147	115	15	the	the	DET
easat-3147	115	16	analysis	analysis	NOUN
easat-3147	115	17	.	.	PUNCT
easat-3147	116	1	a	a	DET
easat-3147	116	2	transverse	transverse	NOUN
easat-3147	116	3	magnetic	magnetic	ADJ
easat-3147	116	4	field	field	NOUN
easat-3147	116	5	of	of	ADP
easat-3147	116	6	strength	strength	NOUN
easat-3147	116	7	𝐵0	𝐵0	PROPN
easat-3147	116	8	is	be	AUX
easat-3147	116	9	applied	apply	VERB
easat-3147	116	10	perpendicularly	perpendicularly	ADV
easat-3147	116	11	to	to	ADP
easat-3147	116	12	the	the	DET
easat-3147	116	13	surface	surface	NOUN
easat-3147	116	14	of	of	ADP
easat-3147	116	15	the	the	DET
easat-3147	116	16	cylinder	cylinder	NOUN
easat-3147	116	17	,	,	PUNCT
easat-3147	116	18	in	in	ADP
easat-3147	116	19	the	the	DET
easat-3147	116	20	radial	radial	ADJ
easat-3147	116	21	direction	direction	NOUN
easat-3147	116	22	(	(	PUNCT
easat-3147	116	23	along	along	ADP
easat-3147	116	24	the	the	DET
easat-3147	116	25	𝑟	𝑟	NOUN
easat-3147	116	26	direction	direction	NOUN
easat-3147	116	27	)	)	PUNCT
easat-3147	116	28	as	as	SCONJ
easat-3147	116	29	shown	show	VERB
easat-3147	116	30	in	in	ADP
easat-3147	116	31	figure	figure	NOUN
easat-3147	116	32	2	2	NUM
easat-3147	116	33	.	.	PUNCT
easat-3147	116	34	figure	figure	NOUN
easat-3147	116	35	2	2	NUM
easat-3147	116	36	.	.	PUNCT
easat-3147	116	37	diagrammatic	diagrammatic	ADJ
easat-3147	116	38	representation	representation	NOUN
easat-3147	116	39	of	of	ADP
easat-3147	116	40	the	the	DET
easat-3147	116	41	mathematical	mathematical	ADJ
easat-3147	116	42	model	model	NOUN
easat-3147	116	43	using	use	VERB
easat-3147	116	44	bvp4c	bvp4c	PROPN
easat-3147	116	45	.	.	PUNCT
easat-3147	117	1	the	the	DET
easat-3147	117	2	sisko	sisko	PROPN
easat-3147	117	3	nanofluid	nanofluid	PROPN
easat-3147	117	4	is	be	AUX
easat-3147	117	5	assumed	assume	VERB
easat-3147	117	6	to	to	PART
easat-3147	117	7	be	be	AUX
easat-3147	117	8	continuous	continuous	ADJ
easat-3147	117	9	in	in	ADP
easat-3147	117	10	nature	nature	NOUN
easat-3147	117	11	,	,	PUNCT
easat-3147	117	12	and	and	CCONJ
easat-3147	117	13	its	its	PRON
easat-3147	117	14	physical	physical	ADJ
easat-3147	117	15	properties	property	NOUN
easat-3147	117	16	are	be	AUX
easat-3147	117	17	uninterrupted	uninterrupted	ADJ
easat-3147	117	18	.	.	PUNCT
easat-3147	118	1	furthermore	furthermore	ADV
easat-3147	118	2	,	,	PUNCT
easat-3147	118	3	the	the	DET
easat-3147	118	4	effect	effect	NOUN
easat-3147	118	5	of	of	ADP
easat-3147	118	6	viscous	viscous	ADJ
easat-3147	118	7	dissipation	dissipation	NOUN
easat-3147	118	8	is	be	AUX
easat-3147	118	9	neglected	neglect	VERB
easat-3147	118	10	in	in	ADP
easat-3147	118	11	this	this	DET
easat-3147	118	12	analysis	analysis	NOUN
easat-3147	118	13	.	.	PUNCT
easat-3147	119	1	figure	figure	NOUN
easat-3147	119	2	3	3	NUM
easat-3147	119	3	shows	show	VERB
easat-3147	119	4	a	a	DET
easat-3147	119	5	schematic	schematic	ADJ
easat-3147	119	6	representation	representation	NOUN
easat-3147	119	7	of	of	ADP
easat-3147	119	8	the	the	DET
easat-3147	119	9	flow	flow	NOUN
easat-3147	119	10	problem	problem	NOUN
easat-3147	119	11	and	and	CCONJ
easat-3147	119	12	the	the	DET
easat-3147	119	13	associated	associated	ADJ
easat-3147	119	14	coordinate	coordinate	NOUN
easat-3147	119	15	system	system	NOUN
easat-3147	119	16	.	.	PUNCT
easat-3147	120	1	5240	5240	NUM
easat-3147	120	2	edelweiss	edelweiss	PROPN
easat-3147	120	3	applied	apply	VERB
easat-3147	120	4	science	science	NOUN
easat-3147	120	5	and	and	CCONJ
easat-3147	120	6	technology	technology	NOUN
easat-3147	120	7	issn	issn	PROPN
easat-3147	120	8	:	:	PUNCT
easat-3147	120	9	2576	2576	NUM
easat-3147	120	10	-	-	SYM
easat-3147	120	11	8484	8484	NUM
easat-3147	120	12	vol	vol	NOUN
easat-3147	120	13	.	.	PROPN
easat-3147	120	14	8	8	NUM
easat-3147	120	15	,	,	PUNCT
easat-3147	120	16	no	no	INTJ
easat-3147	120	17	.	.	NOUN
easat-3147	121	1	6	6	NUM
easat-3147	121	2	:	:	SYM
easat-3147	121	3	5236	5236	NUM
easat-3147	121	4	-	-	SYM
easat-3147	121	5	5253	5253	NUM
easat-3147	121	6	,	,	PUNCT
easat-3147	121	7	2024	2024	NUM
easat-3147	121	8	doi	doi	NOUN
easat-3147	121	9	:	:	PUNCT
easat-3147	121	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	121	11	©	©	PROPN
easat-3147	121	12	2024	2024	NUM
easat-3147	121	13	by	by	ADP
easat-3147	121	14	the	the	DET
easat-3147	121	15	authors	author	NOUN
easat-3147	121	16	;	;	PUNCT
easat-3147	121	17	licensee	licensee	PROPN
easat-3147	121	18	learning	learn	VERB
easat-3147	121	19	gate	gate	PROPN
easat-3147	121	20	figure	figure	NOUN
easat-3147	121	21	3	3	NUM
easat-3147	121	22	.	.	PUNCT
easat-3147	121	23	geometrical	geometrical	ADJ
easat-3147	121	24	layout	layout	NOUN
easat-3147	121	25	.	.	PUNCT
easat-3147	122	1	under	under	ADP
easat-3147	122	2	the	the	DET
easat-3147	122	3	above	above	ADJ
easat-3147	122	4	assumptions	assumption	NOUN
easat-3147	122	5	,	,	PUNCT
easat-3147	122	6	the	the	DET
easat-3147	122	7	governing	govern	VERB
easat-3147	122	8	equations	equation	NOUN
easat-3147	122	9	for	for	ADP
easat-3147	122	10	2d	2d	PROPN
easat-3147	122	11	sisko	sisko	PROPN
easat-3147	122	12	nanofluid	nanofluid	PROPN
easat-3147	122	13	flow	flow	NOUN
easat-3147	122	14	through	through	ADP
easat-3147	122	15	swimming	swimming	NOUN
easat-3147	122	16	microorganisms	microorganism	NOUN
easat-3147	122	17	on	on	ADP
easat-3147	122	18	a	a	DET
easat-3147	122	19	stretching	stretch	VERB
easat-3147	122	20	surface	surface	NOUN
easat-3147	122	21	,	,	PUNCT
easat-3147	122	22	as	as	SCONJ
easat-3147	122	23	described	describe	VERB
easat-3147	122	24	in	in	ADP
easat-3147	122	25	references	reference	NOUN
easat-3147	122	26	[	[	X
easat-3147	122	27	35	35	NUM
easat-3147	122	28	-	-	SYM
easat-3147	122	29	36	36	NUM
easat-3147	122	30	]	]	PUNCT
easat-3147	122	31	,	,	PUNCT
easat-3147	122	32	can	can	AUX
easat-3147	122	33	be	be	AUX
easat-3147	122	34	written	write	VERB
easat-3147	122	35	as	as	SCONJ
easat-3147	122	36	follows	follow	VERB
easat-3147	122	37	:	:	PUNCT
easat-3147	122	38	𝜕𝑟𝑢	𝜕𝑟𝑢	X
easat-3147	122	39	𝜕𝑥	𝜕𝑥	X
easat-3147	122	40	+	+	CCONJ
easat-3147	122	41	𝜕𝑟𝑣	𝜕𝑟𝑣	X
easat-3147	122	42	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	122	43	=	=	SYM
easat-3147	122	44	0	0	NUM
easat-3147	122	45	,	,	PUNCT
easat-3147	122	46	(	(	PUNCT
easat-3147	122	47	1	1	X
easat-3147	122	48	)	)	PUNCT
easat-3147	122	49	𝑢	𝑢	NOUN
easat-3147	122	50	𝜕𝑢	𝜕𝑢	NOUN
easat-3147	122	51	𝜕𝑥	𝜕𝑥	NOUN
easat-3147	122	52	+	+	CCONJ
easat-3147	122	53	𝑣	𝑣	ADP
easat-3147	122	54	𝜕𝑣	𝜕𝑣	NOUN
easat-3147	122	55	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	122	56	=	=	SYM
easat-3147	123	1	𝑎1	𝑎1	ADP
easat-3147	123	2	𝜌𝑛𝑓	𝜌𝑛𝑓	NOUN
easat-3147	123	3	𝜕	𝜕	PROPN
easat-3147	123	4	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	123	5	(	(	PUNCT
easat-3147	123	6	𝑟	𝑟	X
easat-3147	123	7	𝜕𝑢	𝜕𝑢	NOUN
easat-3147	123	8	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	123	9	)	)	PUNCT
easat-3147	124	1	−	−	PROPN
easat-3147	124	2	𝑎2	𝑎2	PROPN
easat-3147	124	3	𝑟𝜌𝑛𝑓	𝑟𝜌𝑛𝑓	NOUN
easat-3147	124	4	(	(	PUNCT
easat-3147	124	5	−	−	NOUN
easat-3147	124	6	𝜕𝑢	𝜕𝑢	NOUN
easat-3147	124	7	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	124	8	)	)	PUNCT
easat-3147	125	1	𝑚	𝑚	X
easat-3147	125	2	+	+	PUNCT
easat-3147	125	3	𝑚𝑎2	𝑚𝑎2	ADJ
easat-3147	125	4	𝜌𝑛𝑓	𝜌𝑛𝑓	NOUN
easat-3147	125	5	(	(	PUNCT
easat-3147	125	6	−	−	NOUN
easat-3147	125	7	𝜕𝑢	𝜕𝑢	NOUN
easat-3147	125	8	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	125	9	)	)	PUNCT
easat-3147	125	10	𝑚−1	𝑚−1	VERB
easat-3147	125	11	𝜕𝑢2	𝜕𝑢2	NOUN
easat-3147	125	12	𝜕2𝑟	𝜕2𝑟	NOUN
easat-3147	125	13	−	−	NOUN
easat-3147	125	14	𝜀𝑣	𝜀𝑣	ADP
easat-3147	126	1	𝐾𝑝	𝐾𝑝	ADV
easat-3147	126	2	𝑢	𝑢	PROPN
easat-3147	126	3	+	+	NOUN
easat-3147	126	4	1	1	NUM
easat-3147	126	5	𝜌𝑛𝑓	𝜌𝑛𝑓	NOUN
easat-3147	126	6	[	[	X
easat-3147	126	7	(	(	PUNCT
easat-3147	126	8	1	1	NUM
easat-3147	126	9	−	−	NOUN
easat-3147	126	10	𝐶∞)𝜌𝑛𝑓𝛽∗𝑔(𝑇	𝐶∞)𝜌𝑛𝑓𝛽∗𝑔(𝑇	NOUN
easat-3147	126	11	−	−	PROPN
easat-3147	126	12	𝑇∞	𝑇∞	PROPN
easat-3147	126	13	)	)	PUNCT
easat-3147	126	14	−	−	PROPN
easat-3147	126	15	(	(	PUNCT
easat-3147	126	16	𝜌𝑛𝑝	𝜌𝑛𝑝	NOUN
easat-3147	126	17	−	−	PROPN
easat-3147	126	18	𝜌𝑛𝑓)𝑔(𝐶	𝜌𝑛𝑓)𝑔(𝐶	PROPN
easat-3147	126	19	−	−	PROPN
easat-3147	126	20	𝐶∞	𝐶∞	PROPN
easat-3147	126	21	)	)	PUNCT
easat-3147	126	22	−	−	PROPN
easat-3147	127	1	(	(	PUNCT
easat-3147	127	2	𝑁	𝑁	PROPN
easat-3147	127	3	−	−	PROPN
easat-3147	127	4	𝑁∞)𝑔𝛾∗(𝜌𝑛𝑚	𝑁∞)𝑔𝛾∗(𝜌𝑛𝑚	NOUN
easat-3147	127	5	−	−	PRON
easat-3147	127	6	𝜌𝑛𝑓	𝜌𝑛𝑓	NOUN
easat-3147	127	7	)	)	PUNCT
easat-3147	127	8	]	]	PUNCT
easat-3147	127	9	,	,	PUNCT
easat-3147	127	10	(	(	PUNCT
easat-3147	127	11	2	2	X
easat-3147	127	12	)	)	PUNCT
easat-3147	127	13	𝑢	𝑢	X
easat-3147	127	14	𝜕𝑇	𝜕𝑇	X
easat-3147	127	15	𝜕𝑥	𝜕𝑥	NOUN
easat-3147	127	16	+	+	CCONJ
easat-3147	127	17	𝑣	𝑣	ADP
easat-3147	127	18	𝜕𝑇	𝜕𝑇	X
easat-3147	127	19	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	127	20	=	=	SYM
easat-3147	127	21	1	1	NUM
easat-3147	127	22	𝑟	𝑟	NOUN
easat-3147	127	23	𝜕	𝜕	PROPN
easat-3147	127	24	𝜕𝑟	𝜕𝑟	PROPN
easat-3147	127	25	(	(	PUNCT
easat-3147	127	26	𝑎𝑟	𝑎𝑟	ADP
easat-3147	127	27	𝜕𝑇	𝜕𝑇	X
easat-3147	127	28	𝜕𝑟	𝜕𝑟	ADV
easat-3147	127	29	)	)	PUNCT
easat-3147	128	1	+	+	CCONJ
easat-3147	128	2	𝜏	𝜏	PRON
easat-3147	128	3	[	[	X
easat-3147	128	4	𝐷𝐵	𝐷𝐵	NOUN
easat-3147	128	5	𝜕𝐶	𝜕𝐶	PROPN
easat-3147	128	6	𝜕𝑟	𝜕𝑟	ADJ
easat-3147	128	7	𝜕𝑇	𝜕𝑇	NOUN
easat-3147	128	8	𝜕𝑟	𝜕𝑟	PUNCT
easat-3147	128	9	+	+	CCONJ
easat-3147	128	10	𝐷𝑇	𝐷𝑇	PROPN
easat-3147	128	11	𝑇∞	𝑇∞	PROPN
easat-3147	128	12	(	(	PUNCT
easat-3147	128	13	𝜕𝑇	𝜕𝑇	X
easat-3147	128	14	𝜕𝑟	𝜕𝑟	X
easat-3147	128	15	)	)	PUNCT
easat-3147	128	16	2	2	NUM
easat-3147	128	17	]	]	PUNCT
easat-3147	128	18	+	+	CCONJ
easat-3147	128	19	𝑄0	𝑄0	PROPN
easat-3147	128	20	𝜌𝑓𝑐𝑝𝑓	𝜌𝑓𝑐𝑝𝑓	X
easat-3147	128	21	(	(	PUNCT
easat-3147	128	22	𝑇	𝑇	PROPN
easat-3147	128	23	−	−	PROPN
easat-3147	128	24	𝑇∞	𝑇∞	PROPN
easat-3147	128	25	)	)	PUNCT
easat-3147	128	26	+	+	CCONJ
easat-3147	128	27	𝑄0	𝑄0	PROPN
easat-3147	128	28	∗	∗	NOUN
easat-3147	128	29	𝜌𝑓𝑐𝑝𝑓	𝜌𝑓𝑐𝑝𝑓	X
easat-3147	128	30	(	(	PUNCT
easat-3147	128	31	𝑇𝑤	𝑇𝑤	PROPN
easat-3147	128	32	−	−	PROPN
easat-3147	128	33	𝑇∞)𝑒𝑥𝑝	𝑇∞)𝑒𝑥𝑝	INTJ
easat-3147	128	34	(	(	PUNCT
easat-3147	128	35	−𝑛	−𝑛	PROPN
easat-3147	128	36	(	(	PUNCT
easat-3147	128	37	2𝑅𝑥	2𝑅𝑥	NUM
easat-3147	128	38	𝑟2−𝑅2	𝑟2−𝑅2	PROPN
easat-3147	128	39	1	1	NUM
easat-3147	128	40	𝑅𝑒𝑎2	𝑅𝑒𝑎2	NUM
easat-3147	128	41	1	1	NUM
easat-3147	128	42	(	(	PUNCT
easat-3147	128	43	𝑚+1	𝑚+1	NUM
easat-3147	128	44	)	)	PUNCT
easat-3147	128	45	)	)	PUNCT
easat-3147	128	46	)	)	PUNCT
easat-3147	129	1	+	+	CCONJ
easat-3147	129	2	1	1	NUM
easat-3147	129	3	(	(	PUNCT
easat-3147	129	4	𝜌𝑐)𝑓	𝜌𝑐)𝑓	NOUN
easat-3147	129	5	𝜕(𝑟	𝜕(𝑟	NOUN
easat-3147	129	6	16	16	NUM
easat-3147	129	7	3	3	NUM
easat-3147	129	8	𝜎∗𝑇∞	𝜎∗𝑇∞	PROPN
easat-3147	129	9	3	3	NUM
easat-3147	129	10	𝑘∗	𝑘∗	NOUN
easat-3147	129	11	𝜕𝑇	𝜕𝑇	X
easat-3147	129	12	𝜕𝑟	𝜕𝑟	X
easat-3147	129	13	)	)	PUNCT
easat-3147	129	14	𝜕𝑟	𝜕𝑟	PUNCT
easat-3147	130	1	+	+	CCONJ
easat-3147	130	2	𝐷𝑇𝐾𝑇	𝐷𝑇𝐾𝑇	PROPN
easat-3147	130	3	𝐶𝑠𝐶𝑝	𝐶𝑠𝐶𝑝	PROPN
easat-3147	130	4	𝜕2𝐶	𝜕2𝐶	VERB
easat-3147	130	5	𝜕𝑟2	𝜕𝑟2	NOUN
easat-3147	130	6	,	,	PUNCT
easat-3147	130	7	(	(	PUNCT
easat-3147	130	8	3	3	X
easat-3147	130	9	)	)	PUNCT
easat-3147	130	10	𝑢	𝑢	NOUN
easat-3147	130	11	𝜕𝐶	𝜕𝐶	PROPN
easat-3147	130	12	𝜕𝑥	𝜕𝑥	NOUN
easat-3147	130	13	+	+	CCONJ
easat-3147	130	14	𝑣	𝑣	PRON
easat-3147	130	15	𝜕𝐶	𝜕𝐶	NUM
easat-3147	130	16	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	130	17	=	=	SYM
easat-3147	130	18	𝐷𝐵	𝐷𝐵	PROPN
easat-3147	130	19	𝜕2𝐶	𝜕2𝐶	NOUN
easat-3147	130	20	𝜕𝑟2	𝜕𝑟2	NOUN
easat-3147	130	21	+	+	CCONJ
easat-3147	130	22	𝐷𝑇𝐾𝑇	𝐷𝑇𝐾𝑇	PROPN
easat-3147	130	23	𝑇∞	𝑇∞	PROPN
easat-3147	130	24	𝜕2𝑇	𝜕2𝑇	PROPN
easat-3147	130	25	𝜕𝑟2	𝜕𝑟2	NOUN
easat-3147	130	26	,	,	PUNCT
easat-3147	130	27	(	(	PUNCT
easat-3147	130	28	4	4	X
easat-3147	130	29	)	)	PUNCT
easat-3147	130	30	𝑢	𝑢	X
easat-3147	130	31	𝜕𝑁	𝜕𝑁	PROPN
easat-3147	130	32	𝜕𝑥	𝜕𝑥	NOUN
easat-3147	131	1	+	+	CCONJ
easat-3147	131	2	𝑣	𝑣	PRON
easat-3147	131	3	𝜕𝑁	𝜕𝑁	NOUN
easat-3147	131	4	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	131	5	+	+	CCONJ
easat-3147	131	6	𝑏𝑊𝑐	𝑏𝑊𝑐	NOUN
easat-3147	131	7	(	(	PUNCT
easat-3147	131	8	𝐶𝑤−𝐶∞	𝐶𝑤−𝐶∞	PROPN
easat-3147	131	9	)	)	PUNCT
easat-3147	131	10	[	[	PUNCT
easat-3147	131	11	𝜕	𝜕	NOUN
easat-3147	131	12	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	131	13	(	(	PUNCT
easat-3147	131	14	𝑁	𝑁	PROPN
easat-3147	131	15	𝜕𝐶	𝜕𝐶	PROPN
easat-3147	131	16	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	131	17	)	)	PUNCT
easat-3147	131	18	]=	]=	SYM
easat-3147	131	19	𝐷𝑚	𝐷𝑚	PROPN
easat-3147	131	20	(	(	PUNCT
easat-3147	131	21	𝜕2𝑁	𝜕2𝑁	NOUN
easat-3147	131	22	𝜕𝑟2	𝜕𝑟2	NOUN
easat-3147	131	23	)	)	PUNCT
easat-3147	131	24	,	,	PUNCT
easat-3147	131	25	(	(	PUNCT
easat-3147	131	26	5	5	X
easat-3147	131	27	)	)	PUNCT
easat-3147	131	28	the	the	DET
easat-3147	131	29	problem	problem	NOUN
easat-3147	131	30	is	be	AUX
easat-3147	131	31	subject	subject	ADJ
easat-3147	131	32	to	to	ADP
easat-3147	131	33	the	the	DET
easat-3147	131	34	following	follow	VERB
easat-3147	131	35	boundary	boundary	ADJ
easat-3147	131	36	conditions	condition	NOUN
easat-3147	131	37	:	:	PUNCT
easat-3147	131	38	𝑢	𝑢	NOUN
easat-3147	131	39	=	=	X
easat-3147	131	40	𝑐𝑥	𝑐𝑥	PRON
easat-3147	131	41	+	+	CCONJ
easat-3147	131	42	𝛽∗	𝛽∗	ADJ
easat-3147	131	43	𝑟	𝑟	NOUN
easat-3147	131	44	𝜕𝑢	𝜕𝑢	ADJ
easat-3147	131	45	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	131	46	,	,	PUNCT
easat-3147	131	47	𝑣	𝑣	X
easat-3147	131	48	=	=	SYM
easat-3147	131	49	0	0	NUM
easat-3147	131	50	,	,	PUNCT
easat-3147	131	51	−𝑘	−𝑘	VERB
easat-3147	131	52	𝜕𝑇	𝜕𝑇	PRON
easat-3147	131	53	𝜕𝑟	𝜕𝑟	PUNCT
easat-3147	131	54	=	=	SYM
easat-3147	132	1	ℎ𝑓(𝑇𝑤	ℎ𝑓(𝑇𝑤	NOUN
easat-3147	132	2	−	−	PROPN
easat-3147	132	3	𝑇	𝑇	PROPN
easat-3147	132	4	)	)	PUNCT
easat-3147	132	5	,	,	PUNCT
easat-3147	132	6	−𝐷𝐵	−𝐷𝐵	PROPN
easat-3147	132	7	𝜕𝐶	𝜕𝐶	PROPN
easat-3147	132	8	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	132	9	=	=	SYM
easat-3147	132	10	ℎ𝑔(𝐶𝑤	ℎ𝑔(𝐶𝑤	NOUN
easat-3147	132	11	−	−	PROPN
easat-3147	132	12	𝐶	𝐶	PROPN
easat-3147	132	13	)	)	PUNCT
easat-3147	132	14	,	,	PUNCT
easat-3147	132	15	−𝐷𝑚	−𝐷𝑚	PROPN
easat-3147	132	16	𝜕𝑁	𝜕𝑁	PROPN
easat-3147	132	17	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	132	18	=	=	SYM
easat-3147	132	19	ℎ𝑛(𝑁𝑤	ℎ𝑛(𝑁𝑤	PROPN
easat-3147	132	20	−	−	NOUN
easat-3147	132	21	𝑁	𝑁	PROPN
easat-3147	132	22	)	)	PUNCT
easat-3147	132	23	at	at	ADP
easat-3147	132	24	𝑟	𝑟	NOUN
easat-3147	132	25	=	=	SYM
easat-3147	132	26	0	0	NUM
easat-3147	132	27	(	(	PUNCT
easat-3147	132	28	6	6	NUM
easat-3147	132	29	)	)	PUNCT
easat-3147	132	30	𝑢	𝑢	PROPN
easat-3147	132	31	→	→	SYM
easat-3147	132	32	0	0	NUM
easat-3147	132	33	,	,	PUNCT
easat-3147	132	34	𝑁	𝑁	PROPN
easat-3147	132	35	→	→	SYM
easat-3147	132	36	0	0	NUM
easat-3147	132	37	,	,	PUNCT
easat-3147	132	38	𝑇	𝑇	PROPN
easat-3147	132	39	→	→	SYM
easat-3147	132	40	𝑇∞	𝑇∞	PROPN
easat-3147	132	41	,	,	PUNCT
easat-3147	132	42	𝐶	𝐶	PROPN
easat-3147	132	43	→	→	SYM
easat-3147	132	44	𝐶∞	𝐶∞	PROPN
easat-3147	132	45	,	,	PUNCT
easat-3147	132	46	𝑁	𝑁	PROPN
easat-3147	132	47	→	→	SYM
easat-3147	132	48	𝑁∞	𝑁∞	ADV
easat-3147	132	49	as	as	ADP
easat-3147	132	50	𝑟	𝑟	NOUN
easat-3147	132	51	→	→	SYM
easat-3147	132	52	∞	∞	PROPN
easat-3147	132	53	(	(	PUNCT
easat-3147	132	54	7	7	NUM
easat-3147	132	55	)	)	PUNCT
easat-3147	132	56	the	the	DET
easat-3147	132	57	material	material	NOUN
easat-3147	132	58	constants	constant	NOUN
easat-3147	132	59	for	for	ADP
easat-3147	132	60	the	the	DET
easat-3147	132	61	sisko	sisko	PROPN
easat-3147	132	62	fluid	fluid	NOUN
easat-3147	132	63	represent	represent	VERB
easat-3147	132	64	the	the	DET
easat-3147	132	65	following	follow	VERB
easat-3147	132	66	physical	physical	ADJ
easat-3147	132	67	properties	property	NOUN
easat-3147	132	68	and	and	CCONJ
easat-3147	132	69	parameters	parameter	NOUN
easat-3147	132	70	:	:	PUNCT
easat-3147	132	71	5241	5241	NUM
easat-3147	132	72	edelweiss	edelweiss	PROPN
easat-3147	132	73	applied	apply	VERB
easat-3147	132	74	science	science	NOUN
easat-3147	132	75	and	and	CCONJ
easat-3147	132	76	technology	technology	NOUN
easat-3147	132	77	issn	issn	PROPN
easat-3147	132	78	:	:	PUNCT
easat-3147	132	79	2576	2576	NUM
easat-3147	132	80	-	-	SYM
easat-3147	132	81	8484	8484	NUM
easat-3147	132	82	vol	vol	NOUN
easat-3147	132	83	.	.	PROPN
easat-3147	133	1	8	8	NUM
easat-3147	133	2	,	,	PUNCT
easat-3147	133	3	no	no	INTJ
easat-3147	133	4	.	.	NOUN
easat-3147	134	1	6	6	NUM
easat-3147	134	2	:	:	SYM
easat-3147	134	3	5236	5236	NUM
easat-3147	134	4	-	-	SYM
easat-3147	134	5	5253	5253	NUM
easat-3147	134	6	,	,	PUNCT
easat-3147	134	7	2024	2024	NUM
easat-3147	134	8	doi	doi	NOUN
easat-3147	134	9	:	:	PUNCT
easat-3147	134	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	134	11	©	©	PROPN
easat-3147	134	12	2024	2024	NUM
easat-3147	134	13	by	by	ADP
easat-3147	134	14	the	the	DET
easat-3147	134	15	authors	author	NOUN
easat-3147	134	16	;	;	PUNCT
easat-3147	134	17	licensee	licensee	PROPN
easat-3147	134	18	learning	learn	VERB
easat-3147	134	19	gate	gate	NOUN
easat-3147	134	20	table	table	NOUN
easat-3147	134	21	1	1	X
easat-3147	134	22	.	.	PUNCT
easat-3147	135	1	𝑎1	𝑎1	ADJ
easat-3147	135	2	viscosity	viscosity	NOUN
easat-3147	135	3	at	at	ADP
easat-3147	135	4	an	an	DET
easat-3147	135	5	extremely	extremely	ADV
easat-3147	135	6	high	high	ADJ
easat-3147	135	7	shear	shear	NOUN
easat-3147	135	8	rate	rate	NOUN
easat-3147	135	9	𝑎2	𝑎2	PROPN
easat-3147	135	10	consistency	consistency	NOUN
easat-3147	135	11	index	index	NOUN
easat-3147	135	12	or	or	CCONJ
easat-3147	135	13	viscosity	viscosity	NOUN
easat-3147	135	14	in	in	ADP
easat-3147	135	15	the	the	DET
easat-3147	135	16	power	power	NOUN
easat-3147	135	17	-	-	PUNCT
easat-3147	135	18	law	law	NOUN
easat-3147	135	19	region	region	NOUN
easat-3147	135	20	𝑚	𝑚	ADP
easat-3147	135	21	power	power	NOUN
easat-3147	135	22	-	-	PUNCT
easat-3147	135	23	law	law	NOUN
easat-3147	135	24	index	index	NOUN
easat-3147	135	25	,	,	PUNCT
easat-3147	135	26	which	which	PRON
easat-3147	135	27	varies	vary	VERB
easat-3147	135	28	depending	depend	VERB
easat-3147	135	29	on	on	ADP
easat-3147	135	30	the	the	DET
easat-3147	135	31	specific	specific	ADJ
easat-3147	135	32	fluid	fluid	ADJ
easat-3147	135	33	𝜌𝑛𝑓	𝜌𝑛𝑓	NOUN
easat-3147	135	34	density	density	NOUN
easat-3147	135	35	of	of	ADP
easat-3147	135	36	sisko	sisko	PROPN
easat-3147	135	37	nanofluid	nanofluid	PROPN
easat-3147	135	38	𝑣	𝑣	ADP
easat-3147	135	39	density	density	NOUN
easat-3147	135	40	𝜌𝑓	𝜌𝑓	SYM
easat-3147	135	41	density	density	NOUN
easat-3147	135	42	of	of	ADP
easat-3147	135	43	fluid	fluid	ADJ
easat-3147	135	44	𝜌𝑛𝑚	𝜌𝑛𝑚	NOUN
easat-3147	135	45	density	density	NOUN
easat-3147	135	46	of	of	ADP
easat-3147	135	47	nano	nano	NOUN
easat-3147	135	48	microorganisms	microorganism	NOUN
easat-3147	135	49	𝜌𝑛𝑝	𝜌𝑛𝑝	CCONJ
easat-3147	135	50	density	density	NOUN
easat-3147	135	51	of	of	ADP
easat-3147	135	52	nanoparticles	nanoparticle	NOUN
easat-3147	135	53	𝛽∗	𝛽∗	PROPN
easat-3147	135	54	volume	volume	NOUN
easat-3147	135	55	expansion	expansion	NOUN
easat-3147	135	56	coefficient	coefficient	NOUN
easat-3147	135	57	𝛾∗	𝛾∗	NOUN
easat-3147	135	58	average	average	ADJ
easat-3147	135	59	volume	volume	NOUN
easat-3147	135	60	of	of	ADP
easat-3147	135	61	microorganisms	microorganism	NOUN
easat-3147	135	62	𝑇	𝑇	PROPN
easat-3147	135	63	temperature	temperature	NOUN
easat-3147	135	64	𝑇∞	𝑇∞	PROPN
easat-3147	135	65	ambient	ambient	ADJ
easat-3147	135	66	temperature	temperature	NOUN
easat-3147	135	67	𝐶	𝐶	PROPN
easat-3147	135	68	concentration	concentration	NOUN
easat-3147	135	69	𝐶∞	𝐶∞	PROPN
easat-3147	135	70	ambient	ambient	ADJ
easat-3147	135	71	concentration	concentration	NOUN
easat-3147	135	72	𝑁	𝑁	NOUN
easat-3147	135	73	microorganisms	microorganism	NOUN
easat-3147	136	1	𝑁∞	𝑁∞	PRON
easat-3147	136	2	ambient	ambient	ADJ
easat-3147	136	3	microorganisms	microorganism	NOUN
easat-3147	136	4	(	(	PUNCT
easat-3147	136	5	𝜌𝑐)𝑓	𝜌𝑐)𝑓	NOUN
easat-3147	136	6	heat	heat	NOUN
easat-3147	136	7	capacity	capacity	NOUN
easat-3147	136	8	of	of	ADP
easat-3147	136	9	the	the	DET
easat-3147	136	10	base	base	ADJ
easat-3147	136	11	fluid	fluid	NOUN
easat-3147	136	12	𝑔	𝑔	PROPN
easat-3147	136	13	gravitational	gravitational	ADJ
easat-3147	136	14	acceleration	acceleration	NOUN
easat-3147	136	15	𝜏	𝜏	PRON
easat-3147	136	16	parameter	parameter	NOUN
easat-3147	136	17	defined	define	VERB
easat-3147	136	18	by	by	ADP
easat-3147	136	19	the	the	DET
easat-3147	136	20	ratio	ratio	NOUN
easat-3147	136	21	(	(	PUNCT
easat-3147	136	22	𝜌𝑐)𝑝	𝜌𝑐)𝑝	PROPN
easat-3147	136	23	(	(	PUNCT
easat-3147	136	24	𝜌𝑐)𝑓	𝜌𝑐)𝑓	NOUN
easat-3147	136	25	𝐷𝐵	𝐷𝐵	PROPN
easat-3147	136	26	brownian	brownian	ADJ
easat-3147	136	27	motion	motion	NOUN
easat-3147	136	28	𝐷𝑇	𝐷𝑇	PROPN
easat-3147	136	29	thermophoresis	thermophoresis	NOUN
easat-3147	136	30	diffusion	diffusion	NOUN
easat-3147	136	31	coefficient	coefficient	NOUN
easat-3147	136	32	𝑄0	𝑄0	PROPN
easat-3147	136	33	heat	heat	NOUN
easat-3147	136	34	generation/	generation/	NUM
easat-3147	136	35	absorption	absorption	NOUN
easat-3147	136	36	parameter	parameter	NOUN
easat-3147	136	37	𝑐𝑛𝑓	𝑐𝑛𝑓	PROPN
easat-3147	136	38	specific	specific	ADJ
easat-3147	136	39	heat	heat	NOUN
easat-3147	136	40	of	of	ADP
easat-3147	136	41	nanofluid	nanofluid	PROPN
easat-3147	136	42	𝜎∗	𝜎∗	PROPN
easat-3147	136	43	stefan	stefan	PROPN
easat-3147	136	44	–	–	PUNCT
easat-3147	136	45	boltzmann	boltzmann	PROPN
easat-3147	136	46	constant	constant	ADJ
easat-3147	136	47	𝑘∗	𝑘∗	PROPN
easat-3147	136	48	thermal	thermal	ADJ
easat-3147	136	49	conductivity	conductivity	NOUN
easat-3147	136	50	𝑏	𝑏	DET
easat-3147	136	51	chemotaxis	chemotaxis	ADJ
easat-3147	136	52	constant	constant	ADJ
easat-3147	136	53	𝑊𝑐	𝑊𝑐	PROPN
easat-3147	136	54	maximum	maximum	ADJ
easat-3147	136	55	speed	speed	NOUN
easat-3147	136	56	of	of	ADP
easat-3147	136	57	swimming	swimming	NOUN
easat-3147	136	58	𝐵∗	𝐵∗	NUM
easat-3147	136	59	porosity	porosity	NOUN
easat-3147	136	60	parameter	parameter	NOUN
easat-3147	136	61	𝑘	𝑘	PRON
easat-3147	136	62	thermal	thermal	ADJ
easat-3147	136	63	conductivity	conductivity	NOUN
easat-3147	136	64	ℎ𝑓	ℎ𝑓	NOUN
easat-3147	136	65	convection	convection	NOUN
easat-3147	136	66	heat	heat	NOUN
easat-3147	136	67	transport	transport	NOUN
easat-3147	136	68	𝑁𝑤	𝑁𝑤	ADP
easat-3147	136	69	wall	wall	NOUN
easat-3147	136	70	microorganism	microorganism	NOUN
easat-3147	136	71	𝐷𝑚	𝐷𝑚	PROPN
easat-3147	136	72	diffusion	diffusion	NOUN
easat-3147	136	73	coefficient	coefficient	NOUN
easat-3147	136	74	of	of	ADP
easat-3147	136	75	microorganisms	microorganism	NOUN
easat-3147	136	76	the	the	DET
easat-3147	136	77	current	current	ADJ
easat-3147	136	78	problem	problem	NOUN
easat-3147	136	79	's	's	PART
easat-3147	136	80	convergence	convergence	NOUN
easat-3147	136	81	to	to	ADP
easat-3147	136	82	nonlinear	nonlinear	ADJ
easat-3147	136	83	dimensionless	dimensionless	NOUN
easat-3147	136	84	odes	ode	NOUN
easat-3147	136	85	is	be	AUX
easat-3147	136	86	similar	similar	ADJ
easat-3147	136	87	.	.	PUNCT
easat-3147	137	1	𝜁	𝜁	X
easat-3147	137	2	=	=	PUNCT
easat-3147	137	3	𝑟2−𝑅2	𝑟2−𝑅2	PROPN
easat-3147	137	4	2𝑅𝑥	2𝑅𝑥	NUM
easat-3147	137	5	𝑅𝑒𝑎2	𝑅𝑒𝑎2	NUM
easat-3147	137	6	1	1	NUM
easat-3147	137	7	(	(	PUNCT
easat-3147	137	8	𝑚+1)⁄	𝑚+1)⁄	NOUN
easat-3147	137	9	,	,	PUNCT
easat-3147	137	10	𝑓(𝜁	𝑓(𝜁	NOUN
easat-3147	137	11	)	)	PUNCT
easat-3147	137	12	=	=	SYM
easat-3147	137	13	𝜓	𝜓	ADP
easat-3147	137	14	1	1	NUM
easat-3147	137	15	𝑅𝑥𝑈𝑤𝑅𝑒𝑎2	𝑅𝑥𝑈𝑤𝑅𝑒𝑎2	ADP
easat-3147	137	16	−1	−1	NOUN
easat-3147	137	17	(	(	PUNCT
easat-3147	137	18	𝑚+1)⁄	𝑚+1)⁄	NOUN
easat-3147	137	19	,	,	PUNCT
easat-3147	137	20	𝜃(𝜁	𝜃(𝜁	ADJ
easat-3147	137	21	)	)	PUNCT
easat-3147	137	22	=	=	SYM
easat-3147	137	23	𝑇−𝑇∞	𝑇−𝑇∞	ADV
easat-3147	137	24	𝑇𝑤−𝑇∞	𝑇𝑤−𝑇∞	ADJ
easat-3147	137	25	,	,	PUNCT
easat-3147	137	26	𝜙(𝜁	𝜙(𝜁	PROPN
easat-3147	137	27	)	)	PUNCT
easat-3147	137	28	=	=	SYM
easat-3147	137	29	𝐶−𝐶∞	𝐶−𝐶∞	PROPN
easat-3147	137	30	𝐶𝑤−𝐶∞	𝐶𝑤−𝐶∞	PROPN
easat-3147	137	31	,	,	PUNCT
easat-3147	137	32	𝜒(𝜁	𝜒(𝜁	PROPN
easat-3147	137	33	)	)	PUNCT
easat-3147	137	34	=	=	PUNCT
easat-3147	138	1	𝑁−𝑁∞	𝑁−𝑁∞	PROPN
easat-3147	138	2	𝑁𝑤−𝑁∞	𝑁𝑤−𝑁∞	PROPN
easat-3147	138	3	,	,	PUNCT
easat-3147	138	4	(	(	PUNCT
easat-3147	138	5	8)	8)	NUM
easat-3147	138	6	the	the	DET
easat-3147	138	7	function	function	NOUN
easat-3147	138	8	of	of	ADP
easat-3147	138	9	the	the	DET
easat-3147	138	10	velocity	velocity	NOUN
easat-3147	138	11	stream	stream	NOUN
easat-3147	138	12	is	be	AUX
easat-3147	138	13	:	:	PUNCT
easat-3147	138	14	𝑢	𝑢	X
easat-3147	138	15	=	=	SYM
easat-3147	138	16	𝜕𝜓	𝜕𝜓	PROPN
easat-3147	138	17	𝜕𝑟	𝜕𝑟	NOUN
easat-3147	138	18	,	,	PUNCT
easat-3147	138	19	𝑣	𝑣	X
easat-3147	138	20	=	=	SYM
easat-3147	138	21	−	−	PROPN
easat-3147	138	22	𝜕𝜓	𝜕𝜓	NOUN
easat-3147	138	23	𝜕𝑥	𝜕𝑥	X
easat-3147	138	24	(	(	PUNCT
easat-3147	138	25	9	9	NUM
easat-3147	138	26	)	)	PUNCT
easat-3147	138	27	5242	5242	NUM
easat-3147	138	28	edelweiss	edelweiss	PROPN
easat-3147	138	29	applied	apply	VERB
easat-3147	138	30	science	science	NOUN
easat-3147	138	31	and	and	CCONJ
easat-3147	138	32	technology	technology	NOUN
easat-3147	138	33	issn	issn	PROPN
easat-3147	138	34	:	:	PUNCT
easat-3147	138	35	2576	2576	NUM
easat-3147	138	36	-	-	SYM
easat-3147	138	37	8484	8484	NUM
easat-3147	138	38	vol	vol	NOUN
easat-3147	138	39	.	.	PROPN
easat-3147	138	40	8	8	NUM
easat-3147	138	41	,	,	PUNCT
easat-3147	138	42	no	no	INTJ
easat-3147	138	43	.	.	NOUN
easat-3147	139	1	6	6	NUM
easat-3147	139	2	:	:	SYM
easat-3147	139	3	5236	5236	NUM
easat-3147	139	4	-	-	SYM
easat-3147	139	5	5253	5253	NUM
easat-3147	139	6	,	,	PUNCT
easat-3147	139	7	2024	2024	NUM
easat-3147	139	8	doi	doi	NOUN
easat-3147	139	9	:	:	PUNCT
easat-3147	139	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	139	11	©	©	PROPN
easat-3147	139	12	2024	2024	NUM
easat-3147	139	13	by	by	ADP
easat-3147	139	14	the	the	DET
easat-3147	139	15	authors	author	NOUN
easat-3147	139	16	;	;	PUNCT
easat-3147	139	17	licensee	licensee	PROPN
easat-3147	139	18	learning	learning	NOUN
easat-3147	139	19	gate	gate	VERB
easat-3147	139	20	the	the	DET
easat-3147	139	21	system	system	NOUN
easat-3147	139	22	of	of	ADP
easat-3147	139	23	coupled	couple	VERB
easat-3147	139	24	partial	partial	ADJ
easat-3147	139	25	differential	differential	NOUN
easat-3147	139	26	equations	equation	NOUN
easat-3147	139	27	(	(	PUNCT
easat-3147	139	28	1	1	NUM
easat-3147	139	29	-	-	SYM
easat-3147	139	30	5	5	NUM
easat-3147	139	31	)	)	PUNCT
easat-3147	139	32	with	with	ADP
easat-3147	139	33	boundary	boundary	ADJ
easat-3147	139	34	conditions	condition	NOUN
easat-3147	139	35	(	(	PUNCT
easat-3147	139	36	6	6	NUM
easat-3147	139	37	-	-	SYM
easat-3147	139	38	7	7	NUM
easat-3147	139	39	)	)	PUNCT
easat-3147	139	40	is	be	AUX
easat-3147	139	41	reduced	reduce	VERB
easat-3147	139	42	to	to	ADP
easat-3147	139	43	a	a	DET
easat-3147	139	44	set	set	NOUN
easat-3147	139	45	of	of	ADP
easat-3147	139	46	nonlinear	nonlinear	ADJ
easat-3147	139	47	dimensionless	dimensionless	ADJ
easat-3147	139	48	ordinary	ordinary	ADJ
easat-3147	139	49	differential	differential	ADJ
easat-3147	139	50	equations	equation	NOUN
easat-3147	139	51	(	(	PUNCT
easat-3147	139	52	odes	ode	VERB
easat-3147	139	53	)	)	PUNCT
easat-3147	139	54	through	through	ADP
easat-3147	139	55	the	the	DET
easat-3147	139	56	similarity	similarity	NOUN
easat-3147	139	57	transformations	transformation	NOUN
easat-3147	139	58	(	(	PUNCT
easat-3147	139	59	8)	8)	NUM
easat-3147	139	60	.	.	PUNCT
easat-3147	139	61	𝐵(1	𝐵(1	PUNCT
easat-3147	140	1	+	+	NUM
easat-3147	140	2	2𝛼𝜁)𝑓′′′	2𝛼𝜁)𝑓′′′	NUM
easat-3147	141	1	+	+	NUM
easat-3147	141	2	𝑚(−𝑓′′)𝑚−1(1	𝑚(−𝑓′′)𝑚−1(1	PROPN
easat-3147	141	3	+	+	CCONJ
easat-3147	141	4	2𝛼𝜁	2𝛼𝜁	ADJ
easat-3147	141	5	)	)	PUNCT
easat-3147	141	6	𝑚+1	𝑚+1	SYM
easat-3147	141	7	2	2	NUM
easat-3147	141	8	𝑓′′′	𝑓′′′	ADJ
easat-3147	141	9	+	+	NUM
easat-3147	141	10	2𝛼𝐵𝑓′′	2𝛼𝐵𝑓′′	NUM
easat-3147	141	11	+	+	CCONJ
easat-3147	141	12	2𝑚	2𝑚	NOUN
easat-3147	141	13	𝑚+1	𝑚+1	X
easat-3147	141	14	𝑓𝑓′′	𝑓𝑓′′	PROPN
easat-3147	141	15	−	−	PROPN
easat-3147	141	16	(	(	PUNCT
easat-3147	141	17	𝑓′)2	𝑓′)2	NOUN
easat-3147	141	18	−	−	PROPN
easat-3147	141	19	𝑀𝑓′	𝑀𝑓′	NOUN
easat-3147	141	20	−	−	PROPN
easat-3147	141	21	(	(	PUNCT
easat-3147	141	22	−𝑓′′)𝑚(1	−𝑓′′)𝑚(1	VERB
easat-3147	141	23	+	+	PUNCT
easat-3147	141	24	𝑚)(1	𝑚)(1	NUM
easat-3147	141	25	+	+	CCONJ
easat-3147	141	26	2𝛼𝜁	2𝛼𝜁	X
easat-3147	141	27	)	)	PUNCT
easat-3147	141	28	𝑚+1	𝑚+1	SYM
easat-3147	141	29	2	2	NUM
easat-3147	141	30	+	+	NUM
easat-3147	141	31	𝛽(𝜃	𝛽(𝜃	PROPN
easat-3147	141	32	−	−	PROPN
easat-3147	141	33	𝑁𝑟𝜙	𝑁𝑟𝜙	PROPN
easat-3147	141	34	−	−	NOUN
easat-3147	141	35	𝑁𝑐𝜒	𝑁𝑐𝜒	PROPN
easat-3147	141	36	)	)	PUNCT
easat-3147	141	37	=	=	SYM
easat-3147	141	38	0	0	NUM
easat-3147	141	39	(	(	PUNCT
easat-3147	141	40	10	10	NUM
easat-3147	141	41	)	)	PUNCT
easat-3147	141	42	(	(	PUNCT
easat-3147	141	43	1	1	NUM
easat-3147	141	44	+	+	NUM
easat-3147	141	45	2𝛼𝜁)𝜃′′	2𝛼𝜁)𝜃′′	NUM
easat-3147	141	46	+	+	CCONJ
easat-3147	141	47	2𝛼𝜃′	2𝛼𝜃′	NOUN
easat-3147	142	1	+	+	CCONJ
easat-3147	142	2	[	[	X
easat-3147	142	3	{	{	PUNCT
easat-3147	142	4	1	1	NUM
easat-3147	142	5	+	+	CCONJ
easat-3147	142	6	𝑅𝑑(1	𝑅𝑑(1	ADJ
easat-3147	143	1	+	+	CCONJ
easat-3147	143	2	(	(	PUNCT
easat-3147	143	3	𝜃𝑓	𝜃𝑓	INTJ
easat-3147	143	4	−	−	PROPN
easat-3147	143	5	1)𝜃)3}(1	1)𝜃)3}(1	NUM
easat-3147	144	1	+	+	CCONJ
easat-3147	144	2	2𝛼𝜁)𝜃′]𝜃′′	2𝛼𝜁)𝜃′]𝜃′′	NUM
easat-3147	145	1	+	+	CCONJ
easat-3147	145	2	𝑃𝑟	𝑃𝑟	PROPN
easat-3147	145	3	(	(	PUNCT
easat-3147	145	4	2𝑚	2𝑚	NOUN
easat-3147	145	5	𝑚+1	𝑚+1	NUM
easat-3147	145	6	)	)	PUNCT
easat-3147	145	7	𝑓𝜃′	𝑓𝜃′	PROPN
easat-3147	146	1	+	+	CCONJ
easat-3147	146	2	(	(	PUNCT
easat-3147	146	3	1	1	NUM
easat-3147	146	4	+	+	NUM
easat-3147	146	5	2𝛼𝜁	2𝛼𝜁	ADJ
easat-3147	146	6	)	)	PUNCT
easat-3147	146	7	pr(𝑁𝑏𝜃′𝜙′	pr(𝑁𝑏𝜃′𝜙′	NOUN
easat-3147	146	8	+	+	CCONJ
easat-3147	146	9	𝑁𝑡(𝜃′)2	𝑁𝑡(𝜃′)2	ADJ
easat-3147	146	10	)	)	PUNCT
easat-3147	147	1	+	+	CCONJ
easat-3147	147	2	𝑃𝑟𝑄𝑝𝜃	𝑃𝑟𝑄𝑝𝜃	PROPN
easat-3147	147	3	+	+	CCONJ
easat-3147	147	4	𝑃𝑟𝑄𝐸	𝑃𝑟𝑄𝐸	PROPN
easat-3147	147	5	exp(−𝑛𝜁	exp(−𝑛𝜁	ADJ
easat-3147	147	6	)	)	PUNCT
easat-3147	147	7	+	+	CCONJ
easat-3147	147	8	𝐷𝑓𝑃𝑟𝜙′′	𝐷𝑓𝑃𝑟𝜙′′	VERB
easat-3147	147	9	=	=	SYM
easat-3147	147	10	0	0	NUM
easat-3147	147	11	,	,	PUNCT
easat-3147	147	12	(	(	PUNCT
easat-3147	147	13	11	11	NUM
easat-3147	147	14	)	)	PUNCT
easat-3147	147	15	(	(	PUNCT
easat-3147	147	16	1	1	NUM
easat-3147	147	17	+	+	SYM
easat-3147	147	18	2𝛼𝜁)𝜙′′	2𝛼𝜁)𝜙′′	NUM
easat-3147	147	19	+	+	CCONJ
easat-3147	147	20	2𝛼𝜙′	2𝛼𝜙′	NUM
easat-3147	147	21	+	+	CCONJ
easat-3147	147	22	𝑁𝑡	𝑁𝑡	PROPN
easat-3147	147	23	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	147	24	2𝛼𝜃′′	2𝛼𝜃′′	PROPN
easat-3147	147	25	+	+	CCONJ
easat-3147	147	26	(	(	PUNCT
easat-3147	147	27	1	1	NUM
easat-3147	147	28	+	+	NUM
easat-3147	147	29	2𝛼𝜁)𝐿𝑏	2𝛼𝜁)𝐿𝑏	NUM
easat-3147	148	1	𝑆𝑟𝜃′′	𝑆𝑟𝜃′′	NOUN
easat-3147	149	1	+	+	CCONJ
easat-3147	149	2	𝐿𝑒𝑃𝑟	𝐿𝑒𝑃𝑟	PROPN
easat-3147	149	3	(	(	PUNCT
easat-3147	149	4	2𝑚	2𝑚	NOUN
easat-3147	149	5	𝑚+1	𝑚+1	NUM
easat-3147	149	6	)	)	PUNCT
easat-3147	149	7	𝑓𝜙′	𝑓𝜙′	X
easat-3147	149	8	=	=	SYM
easat-3147	149	9	0	0	NUM
easat-3147	149	10	,	,	PUNCT
easat-3147	149	11	(	(	PUNCT
easat-3147	149	12	12	12	NUM
easat-3147	149	13	)	)	PUNCT
easat-3147	149	14	(	(	PUNCT
easat-3147	149	15	1	1	NUM
easat-3147	149	16	+	+	NUM
easat-3147	149	17	2𝛼𝜁)𝜒′′	2𝛼𝜁)𝜒′′	NUM
easat-3147	149	18	+	+	CCONJ
easat-3147	149	19	2𝛼𝜒′	2𝛼𝜒′	NOUN
easat-3147	150	1	+	+	CCONJ
easat-3147	151	1	𝐿𝑏	𝐿𝑏	PROPN
easat-3147	151	2	[	[	X
easat-3147	151	3	(	(	PUNCT
easat-3147	151	4	2𝑚	2𝑚	NOUN
easat-3147	151	5	𝑚+1	𝑚+1	NUM
easat-3147	151	6	)	)	PUNCT
easat-3147	151	7	(	(	PUNCT
easat-3147	151	8	𝑓𝜒′	𝑓𝜒′	ADV
easat-3147	151	9	)	)	PUNCT
easat-3147	151	10	]	]	PUNCT
easat-3147	152	1	−	−	PROPN
easat-3147	152	2	𝑃𝑒[𝜙′′(𝜒	𝑃𝑒[𝜙′′(𝜒	X
easat-3147	153	1	+	+	CCONJ
easat-3147	153	2	ω1	ω1	ADJ
easat-3147	153	3	)	)	PUNCT
easat-3147	154	1	+	+	CCONJ
easat-3147	154	2	𝜒′𝜙′	𝜒′𝜙′	NOUN
easat-3147	154	3	]	]	X
easat-3147	154	4	=	=	SYM
easat-3147	154	5	0	0	NUM
easat-3147	154	6	,	,	PUNCT
easat-3147	154	7	(	(	PUNCT
easat-3147	154	8	13	13	NUM
easat-3147	154	9	)	)	PUNCT
easat-3147	154	10	with	with	ADP
easat-3147	154	11	associated	associate	VERB
easat-3147	154	12	boundary	boundary	ADJ
easat-3147	154	13	conditions	condition	NOUN
easat-3147	154	14	𝑓(0	𝑓(0	NOUN
easat-3147	154	15	)	)	PUNCT
easat-3147	154	16	=	=	SYM
easat-3147	154	17	0	0	NUM
easat-3147	154	18	,	,	PUNCT
easat-3147	154	19	𝑓′(0	𝑓′(0	ADJ
easat-3147	154	20	)	)	PUNCT
easat-3147	154	21	=	=	SYM
easat-3147	154	22	1	1	NUM
easat-3147	154	23	+	+	NUM
easat-3147	154	24	𝜆𝑓′′(0	𝜆𝑓′′(0	NOUN
easat-3147	154	25	)	)	PUNCT
easat-3147	154	26	,	,	PUNCT
easat-3147	154	27	𝜃′(0	𝜃′(0	NOUN
easat-3147	154	28	)	)	PUNCT
easat-3147	154	29	=	=	SYM
easat-3147	154	30	−𝐴1(1	−𝐴1(1	NOUN
easat-3147	154	31	−	−	NOUN
easat-3147	154	32	𝜃(0	𝜃(0	NOUN
easat-3147	154	33	)	)	PUNCT
easat-3147	154	34	)	)	PUNCT
easat-3147	154	35	,	,	PUNCT
easat-3147	154	36	𝜙′(0	𝜙′(0	NOUN
easat-3147	154	37	)	)	PUNCT
easat-3147	154	38	=	=	SYM
easat-3147	154	39	−𝐴2(1	−𝐴2(1	NOUN
easat-3147	154	40	−	−	PROPN
easat-3147	154	41	𝜙(0	𝜙(0	NOUN
easat-3147	154	42	)	)	PUNCT
easat-3147	154	43	)	)	PUNCT
easat-3147	154	44	,	,	PUNCT
easat-3147	154	45	𝜒′(0	𝜒′(0	PROPN
easat-3147	154	46	)	)	PUNCT
easat-3147	154	47	=	=	PUNCT
easat-3147	155	1	−𝐴3(1	−𝐴3(1	PROPN
easat-3147	155	2	−	−	NOUN
easat-3147	155	3	𝜒(0	𝜒(0	NOUN
easat-3147	155	4	)	)	PUNCT
easat-3147	155	5	)	)	PUNCT
easat-3147	155	6	,	,	PUNCT
easat-3147	155	7	(	(	PUNCT
easat-3147	155	8	14	14	NUM
easat-3147	155	9	)	)	PUNCT
easat-3147	155	10	𝑓′(∞	𝑓′(∞	ADV
easat-3147	155	11	)	)	PUNCT
easat-3147	155	12	→	→	SYM
easat-3147	155	13	0	0	NUM
easat-3147	155	14	,	,	PUNCT
easat-3147	155	15	𝜃(∞	𝜃(∞	ADJ
easat-3147	155	16	)	)	PUNCT
easat-3147	155	17	→	→	SYM
easat-3147	155	18	0	0	NUM
easat-3147	155	19	,	,	PUNCT
easat-3147	155	20	𝜙(∞	𝜙(∞	NOUN
easat-3147	155	21	)	)	PUNCT
easat-3147	155	22	→	→	SYM
easat-3147	155	23	0	0	NUM
easat-3147	155	24	,	,	PUNCT
easat-3147	155	25	𝜒(∞	𝜒(∞	PROPN
easat-3147	155	26	)	)	PUNCT
easat-3147	155	27	→	→	SYM
easat-3147	155	28	0	0	NUM
easat-3147	155	29	,	,	PUNCT
easat-3147	155	30	the	the	DET
easat-3147	155	31	physical	physical	ADJ
easat-3147	155	32	system	system	NOUN
easat-3147	155	33	is	be	AUX
easat-3147	155	34	characterized	characterize	VERB
easat-3147	155	35	by	by	ADP
easat-3147	155	36	a	a	DET
easat-3147	155	37	set	set	NOUN
easat-3147	155	38	of	of	ADP
easat-3147	155	39	dimensionless	dimensionless	NOUN
easat-3147	155	40	parameters	parameter	NOUN
easat-3147	155	41	,	,	PUNCT
easat-3147	155	42	including	include	VERB
easat-3147	155	43	the	the	DET
easat-3147	155	44	material	material	NOUN
easat-3147	155	45	parameter	parameter	NOUN
easat-3147	155	46	,	,	PUNCT
easat-3147	155	47	mixed	mixed	ADJ
easat-3147	155	48	convection	convection	NOUN
easat-3147	155	49	parameter	parameter	NOUN
easat-3147	155	50	,	,	PUNCT
easat-3147	155	51	buoyancy	buoyancy	NOUN
easat-3147	155	52	ratio	ratio	NOUN
easat-3147	155	53	parameter	parameter	NOUN
easat-3147	155	54	,	,	PUNCT
easat-3147	155	55	bioconvection	bioconvection	NOUN
easat-3147	155	56	rayleigh	rayleigh	PROPN
easat-3147	155	57	number	number	NOUN
easat-3147	155	58	,	,	PUNCT
easat-3147	155	59	radiation	radiation	NOUN
easat-3147	155	60	parameter	parameter	NOUN
easat-3147	155	61	,	,	PUNCT
easat-3147	155	62	temperature	temperature	NOUN
easat-3147	155	63	ratio	ratio	NOUN
easat-3147	155	64	parameter	parameter	NOUN
easat-3147	155	65	,	,	PUNCT
easat-3147	155	66	prandtl	prandtl	NOUN
easat-3147	155	67	number	number	NOUN
easat-3147	155	68	,	,	PUNCT
easat-3147	155	69	local	local	ADJ
easat-3147	155	70	reynolds	reynold	NOUN
easat-3147	155	71	numbers	number	NOUN
easat-3147	155	72	,	,	PUNCT
easat-3147	155	73	thermal	thermal	ADJ
easat-3147	155	74	dependent	dependent	ADJ
easat-3147	155	75	heat	heat	NOUN
easat-3147	155	76	source	source	NOUN
easat-3147	155	77	parameter	parameter	NOUN
easat-3147	155	78	,	,	PUNCT
easat-3147	155	79	exponential	exponential	ADJ
easat-3147	155	80	space	space	NOUN
easat-3147	155	81	based	base	VERB
easat-3147	155	82	source	source	NOUN
easat-3147	155	83	parameter	parameter	NOUN
easat-3147	155	84	,	,	PUNCT
easat-3147	155	85	curvature	curvature	NOUN
easat-3147	155	86	parameter	parameter	NOUN
easat-3147	155	87	,	,	PUNCT
easat-3147	155	88	thermophoresis	thermophoresis	NOUN
easat-3147	155	89	parameter	parameter	NOUN
easat-3147	155	90	,	,	PUNCT
easat-3147	155	91	magnetic	magnetic	ADJ
easat-3147	155	92	parameter	parameter	NOUN
easat-3147	155	93	,	,	PUNCT
easat-3147	155	94	brownian	brownian	ADJ
easat-3147	155	95	motion	motion	NOUN
easat-3147	155	96	parameter	parameter	NOUN
easat-3147	155	97	,	,	PUNCT
easat-3147	155	98	lewis	lewis	PROPN
easat-3147	155	99	number	number	PROPN
easat-3147	155	100	,	,	PUNCT
easat-3147	155	101	bioconvection	bioconvection	PROPN
easat-3147	155	102	lewis	lewis	PROPN
easat-3147	155	103	number	number	NOUN
easat-3147	155	104	,	,	PUNCT
easat-3147	155	105	peclet	peclet	NOUN
easat-3147	155	106	number	number	NOUN
easat-3147	155	107	,	,	PUNCT
easat-3147	155	108	thermal	thermal	ADJ
easat-3147	155	109	biot	biot	ADJ
easat-3147	155	110	number	number	NOUN
easat-3147	155	111	,	,	PUNCT
easat-3147	155	112	solutal	solutal	ADJ
easat-3147	155	113	biot	biot	ADJ
easat-3147	155	114	number	number	NOUN
easat-3147	155	115	,	,	PUNCT
easat-3147	155	116	microorganisms	microorganism	NOUN
easat-3147	155	117	biot	biot	ADJ
easat-3147	155	118	number	number	NOUN
easat-3147	155	119	,	,	PUNCT
easat-3147	155	120	velocity	velocity	NOUN
easat-3147	155	121	slip	slip	NOUN
easat-3147	155	122	parameter	parameter	NOUN
easat-3147	155	123	,	,	PUNCT
easat-3147	155	124	soret	soret	VERB
easat-3147	155	125	and	and	CCONJ
easat-3147	155	126	dufour	dufour	PROPN
easat-3147	155	127	effect	effect	NOUN
easat-3147	155	128	parameters	parameter	NOUN
easat-3147	155	129	.	.	PUNCT
easat-3147	156	1	these	these	DET
easat-3147	156	2	parameters	parameter	NOUN
easat-3147	156	3	are	be	AUX
easat-3147	156	4	used	use	VERB
easat-3147	156	5	to	to	PART
easat-3147	156	6	nondimensionalize	nondimensionalize	VERB
easat-3147	156	7	the	the	DET
easat-3147	156	8	governing	govern	VERB
easat-3147	156	9	equations	equation	NOUN
easat-3147	156	10	and	and	CCONJ
easat-3147	156	11	boundary	boundary	ADJ
easat-3147	156	12	conditions	condition	NOUN
easat-3147	156	13	,	,	PUNCT
easat-3147	156	14	allowing	allow	VERB
easat-3147	156	15	for	for	ADP
easat-3147	156	16	a	a	DET
easat-3147	156	17	more	more	ADV
easat-3147	156	18	concise	concise	ADJ
easat-3147	156	19	and	and	CCONJ
easat-3147	156	20	meaningful	meaningful	ADJ
easat-3147	156	21	analysis	analysis	NOUN
easat-3147	156	22	of	of	ADP
easat-3147	156	23	the	the	DET
easat-3147	156	24	system	system	NOUN
easat-3147	156	25	's	's	PART
easat-3147	156	26	behavior	behavior	NOUN
easat-3147	156	27	.	.	PUNCT
easat-3147	157	1	𝐵	𝐵	NOUN
easat-3147	157	2	=	=	NOUN
easat-3147	157	3	𝑅𝑒𝑎2	𝑅𝑒𝑎2	PROPN
easat-3147	157	4	2	2	NUM
easat-3147	157	5	(	(	PUNCT
easat-3147	157	6	𝑚+1	𝑚+1	NUM
easat-3147	157	7	)	)	PUNCT
easat-3147	157	8	𝑅𝑒𝑎1	𝑅𝑒𝑎1	NOUN
easat-3147	157	9	,	,	PUNCT
easat-3147	157	10	𝛽	𝛽	NOUN
easat-3147	157	11	=	=	NOUN
easat-3147	157	12	𝑐(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝛽∗𝑔∗	𝑐(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝛽∗𝑔∗	X
easat-3147	157	13	𝑥	𝑥	NOUN
easat-3147	157	14	,	,	PUNCT
easat-3147	157	15	𝑁𝑟	𝑁𝑟	PROPN
easat-3147	157	16	=	=	SYM
easat-3147	157	17	(	(	PUNCT
easat-3147	157	18	𝜌𝑝−𝜌𝑓)(𝐶𝑓−𝐶∞	𝜌𝑝−𝜌𝑓)(𝐶𝑓−𝐶∞	NOUN
easat-3147	157	19	)	)	PUNCT
easat-3147	157	20	𝛽∗(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝜌𝑓	𝛽∗(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝜌𝑓	PROPN
easat-3147	157	21	,	,	PUNCT
easat-3147	157	22	𝑁𝑐	𝑁𝑐	PROPN
easat-3147	157	23	=	=	PUNCT
easat-3147	157	24	(	(	PUNCT
easat-3147	157	25	𝜌𝑚−𝜌𝑓)(𝑁𝑓−𝑁∞)𝛾∗∗𝑄𝑝	𝜌𝑚−𝜌𝑓)(𝑁𝑓−𝑁∞)𝛾∗∗𝑄𝑝	X
easat-3147	157	26	𝛽∗(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝜌𝑓	𝛽∗(1−𝐶𝑓)(𝑇𝑓−𝑇∞)𝜌𝑓	PROPN
easat-3147	157	27	,	,	PUNCT
easat-3147	157	28	𝑅𝑑	𝑅𝑑	PROPN
easat-3147	157	29	=	=	PUNCT
easat-3147	157	30	16𝜎∗𝑇∞	16𝜎∗𝑇∞	NUM
easat-3147	157	31	3	3	NUM
easat-3147	157	32	3𝑘𝑘∗	3𝑘𝑘∗	NUM
easat-3147	157	33	,	,	PUNCT
easat-3147	157	34	𝑃𝑟	𝑃𝑟	PROPN
easat-3147	157	35	=	=	SYM
easat-3147	157	36	𝑥𝑈𝑥	𝑥𝑈𝑥	PROPN
easat-3147	157	37	𝛼	𝛼	PROPN
easat-3147	157	38	𝑅𝑒𝑎2	𝑅𝑒𝑎2	PROPN
easat-3147	157	39	2	2	NUM
easat-3147	157	40	(	(	PUNCT
easat-3147	157	41	𝑚+1	𝑚+1	NUM
easat-3147	157	42	)	)	PUNCT
easat-3147	157	43	,	,	PUNCT
easat-3147	157	44	𝑅𝑒𝑎1	𝑅𝑒𝑎1	ADJ
easat-3147	157	45	=	=	X
easat-3147	157	46	𝜌𝑛𝑓𝑈𝑤𝑥	𝜌𝑛𝑓𝑈𝑤𝑥	NOUN
easat-3147	157	47	𝑎1	𝑎1	NOUN
easat-3147	157	48	,	,	PUNCT
easat-3147	157	49	𝑅𝑒𝑎2	𝑅𝑒𝑎2	PROPN
easat-3147	157	50	=	=	PUNCT
easat-3147	157	51	𝜌𝑛𝑓𝑥𝑚𝑈𝑤	𝜌𝑛𝑓𝑥𝑚𝑈𝑤	PROPN
easat-3147	157	52	2−𝑚	2−𝑚	PROPN
easat-3147	157	53	𝑎2	𝑎2	NOUN
easat-3147	157	54	,	,	PUNCT
easat-3147	157	55	𝑄𝑝	𝑄𝑝	PROPN
easat-3147	157	56	=	=	PUNCT
easat-3147	157	57	𝑄0	𝑄0	PROPN
easat-3147	157	58	𝜌𝑓𝐶𝑝𝑓	𝜌𝑓𝐶𝑝𝑓	NOUN
easat-3147	157	59	,	,	PUNCT
easat-3147	157	60	𝑄𝐸	𝑄𝐸	PROPN
easat-3147	157	61	=	=	SYM
easat-3147	158	1	𝑄0	𝑄0	PROPN
easat-3147	158	2	∗	∗	PROPN
easat-3147	158	3	𝜌𝑓𝐶𝑝𝑓	𝜌𝑓𝐶𝑝𝑓	PROPN
easat-3147	158	4	,	,	PUNCT
easat-3147	158	5	𝛼	𝛼	NOUN
easat-3147	158	6	=	=	PUNCT
easat-3147	158	7	𝑥	𝑥	PRON
easat-3147	158	8	𝑅	𝑅	PROPN
easat-3147	158	9	𝑅𝑒𝑎2	𝑅𝑒𝑎2	PROPN
easat-3147	158	10	2	2	NUM
easat-3147	158	11	(	(	PUNCT
easat-3147	158	12	𝑚+1	𝑚+1	NUM
easat-3147	158	13	)	)	PUNCT
easat-3147	158	14	,	,	PUNCT
easat-3147	158	15	𝑁𝑡	𝑁𝑡	PROPN
easat-3147	158	16	=	=	SYM
easat-3147	158	17	𝜏𝐷𝑇(𝑇𝑤−𝑇∞	𝜏𝐷𝑇(𝑇𝑤−𝑇∞	ADJ
easat-3147	158	18	)	)	PUNCT
easat-3147	158	19	𝛼𝑇∞	𝛼𝑇∞	NUM
easat-3147	158	20	,	,	PUNCT
easat-3147	158	21	𝑀	𝑀	PROPN
easat-3147	158	22	=	=	PUNCT
easat-3147	158	23	𝑣𝜀𝑥	𝑣𝜀𝑥	NOUN
easat-3147	158	24	𝐾𝑝𝑈𝑤	𝐾𝑝𝑈𝑤	NOUN
easat-3147	158	25	,	,	PUNCT
easat-3147	158	26	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	158	27	=	=	PUNCT
easat-3147	158	28	𝜏𝐷𝐵(𝐶𝑤−𝐶∞	𝜏𝐷𝐵(𝐶𝑤−𝐶∞	PROPN
easat-3147	158	29	)	)	PUNCT
easat-3147	158	30	𝛼	𝛼	NOUN
easat-3147	158	31	,	,	PUNCT
easat-3147	158	32	𝐿𝑒	𝐿𝑒	PROPN
easat-3147	158	33	=	=	PUNCT
easat-3147	158	34	𝛼	𝛼	NOUN
easat-3147	158	35	𝐷𝐵	𝐷𝐵	NOUN
easat-3147	158	36	,	,	PUNCT
easat-3147	159	1	𝐿𝑏	𝐿𝑏	PROPN
easat-3147	159	2	=	=	PUNCT
easat-3147	159	3	𝑣	𝑣	PRON
easat-3147	159	4	𝐷𝑚	𝐷𝑚	PROPN
easat-3147	159	5	,	,	PUNCT
easat-3147	159	6	𝑃𝑒	𝑃𝑒	PROPN
easat-3147	159	7	=	=	SYM
easat-3147	159	8	𝑏𝑊𝑒	𝑏𝑊𝑒	PROPN
easat-3147	159	9	𝐷𝑚	𝐷𝑚	PROPN
easat-3147	159	10	,	,	PUNCT
easat-3147	159	11	𝐴1	𝐴1	PROPN
easat-3147	159	12	=	=	PROPN
easat-3147	159	13	𝑥𝑅ℎ𝑓	𝑥𝑅ℎ𝑓	PROPN
easat-3147	159	14	𝑘𝑅𝑒𝑏	𝑘𝑅𝑒𝑏	PROPN
easat-3147	159	15	−	−	NOUN
easat-3147	159	16	1	1	NUM
easat-3147	159	17	𝑚+1	𝑚+1	NUM
easat-3147	159	18	,	,	PUNCT
easat-3147	159	19	𝐴2	𝐴2	PROPN
easat-3147	159	20	=	=	SYM
easat-3147	159	21	𝑥𝑅ℎ𝑔	𝑥𝑅ℎ𝑔	PROPN
easat-3147	159	22	𝐷𝐵𝑅𝑒𝑏	𝐷𝐵𝑅𝑒𝑏	VERB
easat-3147	159	23	−	−	PROPN
easat-3147	159	24	1	1	NUM
easat-3147	159	25	𝑚+1	𝑚+1	NUM
easat-3147	159	26	,	,	PUNCT
easat-3147	159	27	𝐴3	𝐴3	PROPN
easat-3147	159	28	=	=	SYM
easat-3147	159	29	𝑥𝑅ℎ𝑛	𝑥𝑅ℎ𝑛	PROPN
easat-3147	159	30	𝐷𝑚𝑅𝑒𝑏	𝐷𝑚𝑅𝑒𝑏	PROPN
easat-3147	159	31	−	−	PROPN
easat-3147	159	32	1	1	NUM
easat-3147	159	33	𝑚+1	𝑚+1	NUM
easat-3147	159	34	,	,	PUNCT
easat-3147	159	35	𝜆	𝜆	X
easat-3147	159	36	=	=	PUNCT
easat-3147	159	37	𝛽∗	𝛽∗	NOUN
easat-3147	159	38	𝑥𝑅𝑅𝑒𝑏	𝑥𝑅𝑅𝑒𝑏	VERB
easat-3147	159	39	−	−	PROPN
easat-3147	159	40	1	1	NUM
easat-3147	159	41	𝑚+1	𝑚+1	NUM
easat-3147	159	42	,	,	PUNCT
easat-3147	159	43	𝑆𝑟	𝑆𝑟	PROPN
easat-3147	159	44	=	=	SYM
easat-3147	159	45	𝐷𝑇𝐾𝑇	𝐷𝑇𝐾𝑇	PROPN
easat-3147	159	46	𝑇∞𝜗	𝑇∞𝜗	NOUN
easat-3147	159	47	(	(	PUNCT
easat-3147	159	48	𝑇𝑤−𝑇∞	𝑇𝑤−𝑇∞	PROPN
easat-3147	159	49	)	)	PUNCT
easat-3147	159	50	(	(	PUNCT
easat-3147	159	51	𝐶𝑤−𝐶∞	𝐶𝑤−𝐶∞	PROPN
easat-3147	159	52	)	)	PUNCT
easat-3147	159	53	,	,	PUNCT
easat-3147	159	54	𝐷𝑟	𝐷𝑟	NOUN
easat-3147	159	55	=	=	SYM
easat-3147	159	56	𝐷𝑇𝐾𝑇	𝐷𝑇𝐾𝑇	PROPN
easat-3147	159	57	𝐶𝑝𝐶𝑠	𝐶𝑝𝐶𝑠	PROPN
easat-3147	159	58	(	(	PUNCT
easat-3147	159	59	𝐶𝑤−𝐶∞	𝐶𝑤−𝐶∞	PROPN
easat-3147	159	60	)	)	PUNCT
easat-3147	159	61	𝑣(𝑇𝑤−𝑇∞	𝑣(𝑇𝑤−𝑇∞	NOUN
easat-3147	159	62	)	)	PUNCT
easat-3147	159	63	,	,	PUNCT
easat-3147	159	64	(	(	PUNCT
easat-3147	159	65	15	15	X
easat-3147	159	66	)	)	PUNCT
easat-3147	159	67	the	the	DET
easat-3147	159	68	important	important	ADJ
easat-3147	159	69	engineering	engineering	NOUN
easat-3147	159	70	values	value	NOUN
easat-3147	159	71	,	,	PUNCT
easat-3147	159	72	such	such	ADJ
easat-3147	159	73	as	as	ADP
easat-3147	159	74	the	the	DET
easat-3147	159	75	dimensional	dimensional	ADJ
easat-3147	159	76	nusselt	nusselt	NOUN
easat-3147	159	77	number	number	NOUN
easat-3147	159	78	𝑁𝑢𝑥	𝑁𝑢𝑥	PROPN
easat-3147	159	79	and	and	CCONJ
easat-3147	159	80	heat	heat	NOUN
easat-3147	159	81	transfer	transfer	NOUN
easat-3147	159	82	rate	rate	NOUN
easat-3147	159	83	is	be	AUX
easat-3147	159	84	given	give	VERB
easat-3147	159	85	as	as	ADP
easat-3147	159	86	:	:	PUNCT
easat-3147	159	87	𝑁𝑢𝑥	𝑁𝑢𝑥	PROPN
easat-3147	159	88	=	=	PUNCT
easat-3147	159	89	𝑥𝑞𝑤	𝑥𝑞𝑤	NOUN
easat-3147	159	90	𝑘(𝑇𝑤−𝑇∞	𝑘(𝑇𝑤−𝑇∞	NOUN
easat-3147	159	91	)	)	PUNCT
easat-3147	159	92	,	,	PUNCT
easat-3147	159	93	(	(	PUNCT
easat-3147	159	94	16	16	X
easat-3147	159	95	)	)	PUNCT
easat-3147	159	96	herer	herer	NOUN
easat-3147	159	97	𝑞𝑤	𝑞𝑤	NOUN
easat-3147	159	98	=	=	NOUN
easat-3147	159	99	−𝑘	−𝑘	NOUN
easat-3147	159	100	(	(	PUNCT
easat-3147	159	101	𝜕𝑇	𝜕𝑇	X
easat-3147	159	102	𝜕𝑟	𝜕𝑟	ADV
easat-3147	159	103	)	)	PUNCT
easat-3147	159	104	𝑟=0	𝑟=0	X
easat-3147	159	105	is	be	AUX
easat-3147	159	106	heat	heat	NOUN
easat-3147	159	107	flux	flux	NOUN
easat-3147	159	108	.	.	PUNCT
easat-3147	160	1	the	the	DET
easat-3147	160	2	non	non	ADJ
easat-3147	160	3	-	-	ADJ
easat-3147	160	4	dimensional	dimensional	ADJ
easat-3147	160	5	form	form	NOUN
easat-3147	160	6	is	be	AUX
easat-3147	160	7	𝑁𝑢𝑥𝑅𝑒𝑎2	𝑁𝑢𝑥𝑅𝑒𝑎2	PROPN
easat-3147	160	8	−	−	PROPN
easat-3147	160	9	1	1	NUM
easat-3147	160	10	𝑚+1	𝑚+1	NUM
easat-3147	160	11	=	=	SYM
easat-3147	160	12	−𝜃′(0	−𝜃′(0	PROPN
easat-3147	160	13	)	)	PUNCT
easat-3147	160	14	.	.	PUNCT
easat-3147	161	1	(	(	PUNCT
easat-3147	161	2	17	17	NUM
easat-3147	161	3	)	)	PUNCT
easat-3147	161	4	5243	5243	NUM
easat-3147	161	5	edelweiss	edelweiss	PROPN
easat-3147	161	6	applied	apply	VERB
easat-3147	161	7	science	science	NOUN
easat-3147	161	8	and	and	CCONJ
easat-3147	161	9	technology	technology	NOUN
easat-3147	161	10	issn	issn	PROPN
easat-3147	161	11	:	:	PUNCT
easat-3147	161	12	2576	2576	NUM
easat-3147	161	13	-	-	SYM
easat-3147	161	14	8484	8484	NUM
easat-3147	161	15	vol	vol	NOUN
easat-3147	161	16	.	.	PROPN
easat-3147	161	17	8	8	NUM
easat-3147	161	18	,	,	PUNCT
easat-3147	161	19	no	no	INTJ
easat-3147	161	20	.	.	NOUN
easat-3147	162	1	6	6	NUM
easat-3147	162	2	:	:	SYM
easat-3147	162	3	5236	5236	NUM
easat-3147	162	4	-	-	SYM
easat-3147	162	5	5253	5253	NUM
easat-3147	162	6	,	,	PUNCT
easat-3147	162	7	2024	2024	NUM
easat-3147	162	8	doi	doi	NOUN
easat-3147	162	9	:	:	PUNCT
easat-3147	162	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	162	11	©	©	PROPN
easat-3147	162	12	2024	2024	NUM
easat-3147	162	13	by	by	ADP
easat-3147	162	14	the	the	DET
easat-3147	162	15	authors	author	NOUN
easat-3147	162	16	;	;	PUNCT
easat-3147	162	17	licensee	licensee	PROPN
easat-3147	162	18	learning	learning	NOUN
easat-3147	162	19	gate	gate	NOUN
easat-3147	162	20	3	3	PROPN
easat-3147	162	21	.	.	PUNCT
easat-3147	162	22	numerical	numerical	ADJ
easat-3147	162	23	method	method	NOUN
easat-3147	162	24	in	in	ADP
easat-3147	162	25	this	this	DET
easat-3147	162	26	section	section	NOUN
easat-3147	162	27	,	,	PUNCT
easat-3147	162	28	we	we	PRON
easat-3147	162	29	investigate	investigate	VERB
easat-3147	162	30	the	the	DET
easat-3147	162	31	bio	bio	ADJ
easat-3147	162	32	-	-	ADJ
easat-3147	162	33	convection	convection	ADJ
easat-3147	162	34	effects	effect	NOUN
easat-3147	162	35	of	of	ADP
easat-3147	162	36	sisko	sisko	PROPN
easat-3147	162	37	nanoliquid	nanoliquid	PROPN
easat-3147	162	38	flow	flow	NOUN
easat-3147	162	39	above	above	ADP
easat-3147	162	40	an	an	DET
easat-3147	162	41	extending	extend	VERB
easat-3147	162	42	cylinder	cylinder	NOUN
easat-3147	162	43	,	,	PUNCT
easat-3147	162	44	taking	take	VERB
easat-3147	162	45	into	into	ADP
easat-3147	162	46	consideration	consideration	NOUN
easat-3147	162	47	the	the	DET
easat-3147	162	48	soret	soret	NOUN
easat-3147	162	49	and	and	CCONJ
easat-3147	162	50	dufour	dufour	PROPN
easat-3147	162	51	effects	effect	NOUN
easat-3147	162	52	.	.	PUNCT
easat-3147	163	1	we	we	PRON
easat-3147	163	2	numerically	numerically	ADV
easat-3147	163	3	solve	solve	VERB
easat-3147	163	4	the	the	DET
easat-3147	163	5	coupled	couple	VERB
easat-3147	163	6	nonlinear	nonlinear	ADJ
easat-3147	163	7	differential	differential	ADJ
easat-3147	163	8	equations	equation	NOUN
easat-3147	163	9	(	(	PUNCT
easat-3147	163	10	10	10	NUM
easat-3147	163	11	-	-	SYM
easat-3147	163	12	13	13	NUM
easat-3147	163	13	)	)	PUNCT
easat-3147	163	14	with	with	ADP
easat-3147	163	15	boundary	boundary	ADJ
easat-3147	163	16	conditions	condition	NOUN
easat-3147	163	17	(	(	PUNCT
easat-3147	163	18	14	14	NUM
easat-3147	163	19	)	)	PUNCT
easat-3147	163	20	using	use	VERB
easat-3147	163	21	the	the	DET
easat-3147	163	22	built	build	VERB
easat-3147	163	23	-	-	PUNCT
easat-3147	163	24	in	in	ADP
easat-3147	163	25	matlab	matlab	PROPN
easat-3147	163	26	function	function	PROPN
easat-3147	163	27	bvp4c	bvp4c	PROPN
easat-3147	163	28	.	.	PUNCT
easat-3147	164	1	this	this	DET
easat-3147	164	2	solver	solver	NOUN
easat-3147	164	3	utilizes	utilize	VERB
easat-3147	164	4	a	a	DET
easat-3147	164	5	finite	finite	ADJ
easat-3147	164	6	difference	difference	NOUN
easat-3147	164	7	method	method	NOUN
easat-3147	164	8	to	to	PART
easat-3147	164	9	convert	convert	VERB
easat-3147	164	10	the	the	DET
easat-3147	164	11	fourth	fourth	ADJ
easat-3147	164	12	-	-	PUNCT
easat-3147	164	13	order	order	NOUN
easat-3147	164	14	differential	differential	ADJ
easat-3147	164	15	equations	equation	NOUN
easat-3147	164	16	into	into	ADP
easat-3147	164	17	linear	linear	ADJ
easat-3147	164	18	form	form	NOUN
easat-3147	164	19	.	.	PUNCT
easat-3147	165	1	to	to	PART
easat-3147	165	2	implement	implement	VERB
easat-3147	165	3	this	this	DET
easat-3147	165	4	solver	solver	NOUN
easat-3147	165	5	,	,	PUNCT
easat-3147	165	6	we	we	PRON
easat-3147	165	7	rewrite	rewrite	VERB
easat-3147	165	8	the	the	DET
easat-3147	165	9	higher	high	ADJ
easat-3147	165	10	-	-	PUNCT
easat-3147	165	11	order	order	NOUN
easat-3147	165	12	differential	differential	ADJ
easat-3147	165	13	equations	equation	NOUN
easat-3147	165	14	as	as	ADP
easat-3147	165	15	a	a	DET
easat-3147	165	16	system	system	NOUN
easat-3147	165	17	of	of	ADP
easat-3147	165	18	first	first	ADJ
easat-3147	165	19	-	-	PUNCT
easat-3147	165	20	order	order	NOUN
easat-3147	165	21	differential	differential	ADJ
easat-3147	165	22	equations	equation	NOUN
easat-3147	165	23	by	by	ADP
easat-3147	165	24	introducing	introduce	VERB
easat-3147	165	25	auxiliary	auxiliary	ADJ
easat-3147	165	26	variables	variable	NOUN
easat-3147	165	27	,	,	PUNCT
easat-3147	165	28	as	as	SCONJ
easat-3147	165	29	shown	show	VERB
easat-3147	165	30	below	below	ADV
easat-3147	165	31	.	.	PUNCT
easat-3147	166	1	step	step	NOUN
easat-3147	166	2	1	1	NUM
easat-3147	166	3	:	:	PUNCT
easat-3147	166	4	for	for	ADP
easat-3147	166	5	the	the	DET
easat-3147	166	6	following	follow	VERB
easat-3147	166	7	coupled	couple	VERB
easat-3147	166	8	nonlinear	nonlinear	ADJ
easat-3147	166	9	odes	ode	NOUN
easat-3147	166	10	,	,	PUNCT
easat-3147	166	11	add	add	VERB
easat-3147	166	12	new	new	ADJ
easat-3147	166	13	parameters	parameter	NOUN
easat-3147	166	14	:	:	PUNCT
easat-3147	166	15	𝑦(1	𝑦(1	VERB
easat-3147	166	16	)	)	PUNCT
easat-3147	166	17	=	=	SYM
easat-3147	167	1	𝑓	𝑓	PROPN
easat-3147	167	2	,	,	PUNCT
easat-3147	167	3	𝑦(2	𝑦(2	NOUN
easat-3147	167	4	)	)	PUNCT
easat-3147	167	5	=	=	SYM
easat-3147	167	6	𝑓′	𝑓′	NOUN
easat-3147	167	7	,	,	PUNCT
easat-3147	167	8	𝑦(3	𝑦(3	PROPN
easat-3147	167	9	)	)	PUNCT
easat-3147	167	10	=	=	SYM
easat-3147	167	11	𝑓′′	𝑓′′	PROPN
easat-3147	167	12	,	,	PUNCT
easat-3147	167	13	𝑦′(3	𝑦′(3	NOUN
easat-3147	167	14	)	)	PUNCT
easat-3147	167	15	=	=	SYM
easat-3147	167	16	𝑓′′′	𝑓′′′	PROPN
easat-3147	167	17	,	,	PUNCT
easat-3147	167	18	𝑦(4	𝑦(4	PROPN
easat-3147	167	19	)	)	PUNCT
easat-3147	167	20	=	=	SYM
easat-3147	167	21	𝜃	𝜃	NOUN
easat-3147	167	22	,	,	PUNCT
easat-3147	167	23	𝑦(5	𝑦(5	NOUN
easat-3147	167	24	)	)	PUNCT
easat-3147	167	25	=	=	SYM
easat-3147	167	26	𝜃′	𝜃′	NOUN
easat-3147	167	27	,	,	PUNCT
easat-3147	167	28	𝑦′(5	𝑦′(5	ADJ
easat-3147	167	29	)	)	PUNCT
easat-3147	167	30	=	=	SYM
easat-3147	167	31	𝜃′′	𝜃′′	PROPN
easat-3147	167	32	𝑦(6	𝑦(6	PROPN
easat-3147	167	33	)	)	PUNCT
easat-3147	167	34	=	=	SYM
easat-3147	167	35	𝜙	𝜙	NOUN
easat-3147	167	36	,	,	PUNCT
easat-3147	167	37	𝑦(7	𝑦(7	PROPN
easat-3147	167	38	)	)	PUNCT
easat-3147	167	39	=	=	SYM
easat-3147	167	40	𝜙′	𝜙′	NOUN
easat-3147	167	41	,	,	PUNCT
easat-3147	167	42	𝑦′(7	𝑦′(7	NOUN
easat-3147	167	43	)	)	PUNCT
easat-3147	167	44	=	=	PUNCT
easat-3147	167	45	𝜙′′	𝜙′′	PROPN
easat-3147	167	46	𝑦(8	𝑦(8	PROPN
easat-3147	167	47	)	)	PUNCT
easat-3147	167	48	=	=	SYM
easat-3147	167	49	𝜒	𝜒	X
easat-3147	167	50	,	,	PUNCT
easat-3147	167	51	𝑦(9	𝑦(9	NOUN
easat-3147	167	52	)	)	PUNCT
easat-3147	167	53	=	=	SYM
easat-3147	167	54	𝜒′	𝜒′	X
easat-3147	167	55	,	,	PUNCT
easat-3147	167	56	𝑦′(9	𝑦′(9	NOUN
easat-3147	167	57	)	)	PUNCT
easat-3147	167	58	=	=	PUNCT
easat-3147	167	59	𝜒′′	𝜒′′	NOUN
easat-3147	167	60	step	step	NOUN
easat-3147	167	61	2	2	NUM
easat-3147	167	62	:	:	PUNCT
easat-3147	167	63	the	the	DET
easat-3147	167	64	following	follow	VERB
easat-3147	167	65	parameters	parameter	NOUN
easat-3147	167	66	of	of	ADP
easat-3147	167	67	step	step	NOUN
easat-3147	167	68	1	1	NUM
easat-3147	167	69	should	should	AUX
easat-3147	167	70	be	be	AUX
easat-3147	167	71	written	write	VERB
easat-3147	167	72	into	into	ADP
easat-3147	167	73	the	the	DET
easat-3147	167	74	1st	1st	ADJ
easat-3147	167	75	order	order	NOUN
easat-3147	167	76	system	system	NOUN
easat-3147	167	77	of	of	ADP
easat-3147	167	78	equations	equation	NOUN
easat-3147	167	79	:	:	PUNCT
easat-3147	167	80	𝑦(1	𝑦(1	VERB
easat-3147	167	81	)	)	PUNCT
easat-3147	167	82	=	=	SYM
easat-3147	168	1	𝑓	𝑓	PROPN
easat-3147	168	2	,	,	PUNCT
easat-3147	168	3	𝑦(2	𝑦(2	NOUN
easat-3147	168	4	)	)	PUNCT
easat-3147	168	5	=	=	SYM
easat-3147	168	6	𝑓′	𝑓′	NOUN
easat-3147	168	7	,	,	PUNCT
easat-3147	168	8	𝑦(3	𝑦(3	PROPN
easat-3147	168	9	)	)	PUNCT
easat-3147	168	10	=	=	SYM
easat-3147	168	11	𝑓′′	𝑓′′	PROPN
easat-3147	168	12	𝑦′(3	𝑦′(3	PROPN
easat-3147	168	13	)	)	PUNCT
easat-3147	168	14	=	=	SYM
easat-3147	168	15	(	(	PUNCT
easat-3147	168	16	𝑦(2))2+𝑀𝑦(2)−(−𝑦(3	𝑦(2))2+𝑀𝑦(2)−(−𝑦(3	PROPN
easat-3147	168	17	)	)	PUNCT
easat-3147	168	18	)	)	PUNCT
easat-3147	169	1	𝑚	𝑚	PROPN
easat-3147	169	2	(	(	PUNCT
easat-3147	169	3	1+𝑚)(1	1+𝑚)(1	NUM
easat-3147	169	4	+	+	NOUN
easat-3147	169	5	2𝛼𝜁	2𝛼𝜁	ADJ
easat-3147	169	6	)	)	PUNCT
easat-3147	169	7	𝑚+1	𝑚+1	NUM
easat-3147	169	8	2	2	NUM
easat-3147	169	9	−𝛽(𝜃−𝑁𝑟𝑦(6)−𝑁𝑐𝑦(8))−2𝛼𝐵𝑦(3)−	−𝛽(𝜃−𝑁𝑟𝑦(6)−𝑁𝑐𝑦(8))−2𝛼𝐵𝑦(3)−	NOUN
easat-3147	169	10	2𝑚	2𝑚	NOUN
easat-3147	169	11	𝑚+1	𝑚+1	NUM
easat-3147	169	12	𝑦(1)𝑦(3	𝑦(1)𝑦(3	NOUN
easat-3147	169	13	)	)	PUNCT
easat-3147	170	1	[	[	X
easat-3147	170	2	𝐵(1	𝐵(1	X
easat-3147	170	3	+	+	NOUN
easat-3147	170	4	2𝛼𝜁)+𝑚(−𝑦(3))𝑚−1(1	2𝛼𝜁)+𝑚(−𝑦(3))𝑚−1(1	NUM
easat-3147	170	5	+	+	NOUN
easat-3147	170	6	2𝛼𝜁	2𝛼𝜁	ADJ
easat-3147	170	7	)	)	PUNCT
easat-3147	170	8	𝑚+1	𝑚+1	NUM
easat-3147	170	9	2	2	NUM
easat-3147	170	10	]	]	PUNCT
easat-3147	170	11	(	(	PUNCT
easat-3147	170	12	18	18	NUM
easat-3147	170	13	)	)	PUNCT
easat-3147	170	14	𝑦(4	𝑦(4	NOUN
easat-3147	170	15	)	)	PUNCT
easat-3147	171	1	=	=	SYM
easat-3147	171	2	𝜃	𝜃	PROPN
easat-3147	171	3	,	,	PUNCT
easat-3147	171	4	𝑦(5	𝑦(5	ADJ
easat-3147	171	5	)	)	PUNCT
easat-3147	171	6	=	=	NOUN
easat-3147	171	7	𝜃′	𝜃′	PUNCT
easat-3147	171	8	𝑦′(5	𝑦′(5	NOUN
easat-3147	171	9	)	)	PUNCT
easat-3147	171	10	=	=	SYM
easat-3147	171	11	−[𝑃𝑟	−[𝑃𝑟	X
easat-3147	171	12	(	(	PUNCT
easat-3147	171	13	2𝑚	2𝑚	NOUN
easat-3147	171	14	𝑚+1	𝑚+1	NUM
easat-3147	171	15	)	)	PUNCT
easat-3147	171	16	𝑦(1)𝑦(5)+(1	𝑦(1)𝑦(5)+(1	PROPN
easat-3147	171	17	+	+	NOUN
easat-3147	171	18	2𝛼𝜉	2𝛼𝜉	ADJ
easat-3147	171	19	)	)	PUNCT
easat-3147	172	1	pr(𝑁𝑏𝑦(5)𝑦(7)+𝑁𝑡(𝑦(5))2)+𝑃𝑟𝑄𝑝𝑦(4)+𝑃𝑟𝑄𝐸	pr(𝑁𝑏𝑦(5)𝑦(7)+𝑁𝑡(𝑦(5))2)+𝑃𝑟𝑄𝑝𝑦(4)+𝑃𝑟𝑄𝐸	ADJ
easat-3147	172	2	exp(−𝜂𝜁)−2𝛼𝑦(5)+𝐷𝑓𝑃𝑟𝑦′(7	exp(−𝜂𝜁)−2𝛼𝑦(5)+𝐷𝑓𝑃𝑟𝑦′(7	NOUN
easat-3147	172	3	)	)	PUNCT
easat-3147	172	4	]	]	PUNCT
easat-3147	172	5	(	(	PUNCT
easat-3147	172	6	1	1	NUM
easat-3147	172	7	+	+	NOUN
easat-3147	172	8	2𝛼𝜁)+[{1+𝑅𝑑(1+(𝜃𝑓−1)𝑦(4	2𝛼𝜁)+[{1+𝑅𝑑(1+(𝜃𝑓−1)𝑦(4	NOUN
easat-3147	172	9	)	)	PUNCT
easat-3147	172	10	)	)	PUNCT
easat-3147	172	11	3	3	X
easat-3147	172	12	}	}	PUNCT
easat-3147	172	13	(	(	PUNCT
easat-3147	172	14	1	1	NUM
easat-3147	172	15	+	+	NUM
easat-3147	172	16	2𝛼𝜁)𝑦(5	2𝛼𝜁)𝑦(5	NOUN
easat-3147	172	17	)	)	PUNCT
easat-3147	172	18	]	]	PUNCT
easat-3147	172	19	(	(	PUNCT
easat-3147	172	20	19	19	NUM
easat-3147	172	21	)	)	PUNCT
easat-3147	172	22	𝑦(6	𝑦(6	PROPN
easat-3147	172	23	)	)	PUNCT
easat-3147	172	24	=	=	SYM
easat-3147	172	25	𝜙	𝜙	NOUN
easat-3147	172	26	,	,	PUNCT
easat-3147	172	27	𝑦(7	𝑦(7	PROPN
easat-3147	172	28	)	)	PUNCT
easat-3147	172	29	=	=	NUM
easat-3147	172	30	𝜙	𝜙	PRON
easat-3147	172	31	𝑦′(7	𝑦′(7	NOUN
easat-3147	172	32	)	)	PUNCT
easat-3147	172	33	=	=	SYM
easat-3147	172	34	−[2𝛼𝑦(7)+	−[2𝛼𝑦(7)+	X
easat-3147	172	35	{	{	PUNCT
easat-3147	172	36	𝑁𝑡	𝑁𝑡	PROPN
easat-3147	172	37	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	172	38	2𝛼+(1	2𝛼+(1	NUM
easat-3147	172	39	+	+	NOUN
easat-3147	172	40	2𝛼𝜁)𝐿𝑏	2𝛼𝜁)𝐿𝑏	NUM
easat-3147	172	41	𝑆𝑟}𝑦′(5)+𝐿𝑒𝑃𝑟	𝑆𝑟}𝑦′(5)+𝐿𝑒𝑃𝑟	PROPN
easat-3147	172	42	(	(	PUNCT
easat-3147	172	43	2𝑚	2𝑚	NOUN
easat-3147	172	44	𝑚+1	𝑚+1	NUM
easat-3147	172	45	)	)	PUNCT
easat-3147	172	46	𝑦(1)𝑦(7	𝑦(1)𝑦(7	PROPN
easat-3147	172	47	)	)	PUNCT
easat-3147	172	48	]	]	PUNCT
easat-3147	172	49	(	(	PUNCT
easat-3147	172	50	1	1	NUM
easat-3147	172	51	+	+	NUM
easat-3147	172	52	2𝛼𝜁	2𝛼𝜁	NUM
easat-3147	172	53	)	)	PUNCT
easat-3147	172	54	(	(	PUNCT
easat-3147	172	55	20	20	X
easat-3147	172	56	)	)	PUNCT
easat-3147	172	57	𝑦(8	𝑦(8	PROPN
easat-3147	172	58	)	)	PUNCT
easat-3147	172	59	=	=	SYM
easat-3147	172	60	𝜒	𝜒	X
easat-3147	172	61	,	,	PUNCT
easat-3147	172	62	𝑦(9	𝑦(9	NOUN
easat-3147	172	63	)	)	PUNCT
easat-3147	172	64	=	=	SYM
easat-3147	172	65	𝜒′	𝜒′	X
easat-3147	172	66	𝑦′(9	𝑦′(9	NOUN
easat-3147	172	67	)	)	PUNCT
easat-3147	172	68	=	=	SYM
easat-3147	172	69	𝑃𝑒[𝑦′(7)(𝑦(8)+ω1)+𝑦(9)𝑦(7)]−𝐿𝑏	𝑃𝑒[𝑦′(7)(𝑦(8)+ω1)+𝑦(9)𝑦(7)]−𝐿𝑏	PROPN
easat-3147	173	1	[	[	X
easat-3147	173	2	(	(	PUNCT
easat-3147	173	3	2𝑚	2𝑚	NOUN
easat-3147	173	4	𝑚+1	𝑚+1	NUM
easat-3147	173	5	)	)	PUNCT
easat-3147	173	6	(	(	PUNCT
easat-3147	173	7	𝑦(1)𝑦(9))]−2𝛼	𝑦(1)𝑦(9))]−2𝛼	PROPN
easat-3147	173	8	𝑦(9	𝑦(9	PROPN
easat-3147	173	9	)	)	PUNCT
easat-3147	173	10	(	(	PUNCT
easat-3147	173	11	1	1	NUM
easat-3147	173	12	+	+	NUM
easat-3147	173	13	2𝛼𝜁	2𝛼𝜁	NOUN
easat-3147	173	14	)	)	PUNCT
easat-3147	173	15	(	(	PUNCT
easat-3147	173	16	21	21	NUM
easat-3147	173	17	)	)	PUNCT
easat-3147	173	18	step	step	NOUN
easat-3147	173	19	3	3	NUM
easat-3147	173	20	:	:	PUNCT
easat-3147	173	21	the	the	DET
easat-3147	173	22	boundary	boundary	ADJ
easat-3147	173	23	conditions	condition	NOUN
easat-3147	173	24	of	of	ADP
easat-3147	173	25	(	(	PUNCT
easat-3147	173	26	6	6	NUM
easat-3147	173	27	-	-	SYM
easat-3147	173	28	7	7	NUM
easat-3147	173	29	)	)	PUNCT
easat-3147	173	30	are	be	AUX
easat-3147	173	31	rewritten	rewrite	VERB
easat-3147	173	32	in	in	ADP
easat-3147	173	33	the	the	DET
easat-3147	173	34	term	term	NOUN
easat-3147	173	35	of	of	ADP
easat-3147	173	36	new	new	ADJ
easat-3147	173	37	variable	variable	NOUN
easat-3147	173	38	as	as	ADP
easat-3147	173	39	:	:	PUNCT
easat-3147	173	40	𝑦𝑎(1	𝑦𝑎(1	NOUN
easat-3147	173	41	)	)	PUNCT
easat-3147	173	42	=	=	SYM
easat-3147	173	43	0	0	NUM
easat-3147	173	44	,	,	PUNCT
easat-3147	173	45	𝑦𝑎(2	𝑦𝑎(2	PROPN
easat-3147	173	46	)	)	PUNCT
easat-3147	173	47	=	=	PUNCT
easat-3147	174	1	1	1	NUM
easat-3147	174	2	+	+	CCONJ
easat-3147	174	3	𝜆	𝜆	PROPN
easat-3147	174	4	𝑦𝑎(3	𝑦𝑎(3	PROPN
easat-3147	174	5	)	)	PUNCT
easat-3147	174	6	,	,	PUNCT
easat-3147	174	7	𝑦𝑎(3	𝑦𝑎(3	X
easat-3147	174	8	)	)	PUNCT
easat-3147	174	9	=	=	PUNCT
easat-3147	174	10	−𝐴1(1	−𝐴1(1	VERB
easat-3147	174	11	−	−	PROPN
easat-3147	174	12	𝑦𝑎(4	𝑦𝑎(4	NOUN
easat-3147	174	13	)	)	PUNCT
easat-3147	174	14	)	)	PUNCT
easat-3147	174	15	,	,	PUNCT
easat-3147	174	16	𝑦𝑎(7	𝑦𝑎(7	X
easat-3147	174	17	)	)	PUNCT
easat-3147	174	18	=	=	SYM
easat-3147	174	19	−𝐴2(1	−𝐴2(1	NOUN
easat-3147	174	20	−	−	PROPN
easat-3147	174	21	𝑦𝑎(6	𝑦𝑎(6	PROPN
easat-3147	174	22	)	)	PUNCT
easat-3147	174	23	)	)	PUNCT
easat-3147	174	24	,	,	PUNCT
easat-3147	174	25	𝑦𝑎(9	𝑦𝑎(9	NOUN
easat-3147	174	26	)	)	PUNCT
easat-3147	174	27	=	=	PUNCT
easat-3147	175	1	−𝐴3(1	−𝐴3(1	PROPN
easat-3147	175	2	−	−	NOUN
easat-3147	175	3	𝑦𝑎(8	𝑦𝑎(8	NOUN
easat-3147	175	4	)	)	PUNCT
easat-3147	175	5	)	)	PUNCT
easat-3147	176	1	(	(	PUNCT
easat-3147	176	2	22	22	NUM
easat-3147	176	3	)	)	PUNCT
easat-3147	176	4	𝑦𝑏(2	𝑦𝑏(2	ADV
easat-3147	176	5	)	)	PUNCT
easat-3147	176	6	→	→	SYM
easat-3147	176	7	0	0	NUM
easat-3147	176	8	,	,	PUNCT
easat-3147	176	9	𝑦𝑏(4	𝑦𝑏(4	PROPN
easat-3147	176	10	)	)	PUNCT
easat-3147	176	11	→	→	SYM
easat-3147	176	12	0	0	NUM
easat-3147	176	13	,	,	PUNCT
easat-3147	176	14	𝑦𝑏(6	𝑦𝑏(6	NOUN
easat-3147	176	15	)	)	PUNCT
easat-3147	176	16	→	→	SYM
easat-3147	176	17	0	0	NUM
easat-3147	176	18	,	,	PUNCT
easat-3147	176	19	𝑦𝑏(8	𝑦𝑏(8	NOUN
easat-3147	176	20	)	)	PUNCT
easat-3147	176	21	→	→	SYM
easat-3147	176	22	0	0	NUM
easat-3147	176	23	consequently	consequently	ADV
easat-3147	176	24	,	,	PUNCT
easat-3147	176	25	the	the	DET
easat-3147	176	26	variable	variable	NOUN
easat-3147	176	27	𝑎	𝑎	NOUN
easat-3147	176	28	represents	represent	VERB
easat-3147	176	29	the	the	DET
easat-3147	176	30	conditions	condition	NOUN
easat-3147	176	31	on	on	ADP
easat-3147	176	32	the	the	DET
easat-3147	176	33	sheet	sheet	NOUN
easat-3147	176	34	,	,	PUNCT
easat-3147	176	35	which	which	PRON
easat-3147	176	36	is	be	AUX
easat-3147	176	37	denoted	denote	VERB
easat-3147	176	38	by	by	ADP
easat-3147	176	39	𝜉	𝜉	X
easat-3147	176	40	=	=	SYM
easat-3147	176	41	0	0	NUM
easat-3147	176	42	,	,	PUNCT
easat-3147	176	43	and	and	CCONJ
easat-3147	176	44	the	the	DET
easat-3147	176	45	variable	variable	NOUN
easat-3147	176	46	𝑏	𝑏	PROPN
easat-3147	176	47	represents	represent	VERB
easat-3147	176	48	the	the	DET
easat-3147	176	49	conditions	condition	NOUN
easat-3147	176	50	off	off	ADP
easat-3147	176	51	the	the	DET
easat-3147	176	52	sheet	sheet	NOUN
easat-3147	176	53	,	,	PUNCT
easat-3147	176	54	for	for	ADP
easat-3147	176	55	example	example	NOUN
easat-3147	176	56	,	,	PUNCT
easat-3147	176	57	𝜉	𝜉	NOUN
easat-3147	176	58	=	=	NOUN
easat-3147	176	59	1	1	X
easat-3147	176	60	.	.	X
easat-3147	176	61	step	step	NOUN
easat-3147	176	62	4	4	NUM
easat-3147	176	63	:	:	PUNCT
easat-3147	176	64	in	in	ADP
easat-3147	176	65	matlab	matlab	PROPN
easat-3147	176	66	,	,	PUNCT
easat-3147	176	67	use	use	VERB
easat-3147	176	68	the	the	DET
easat-3147	176	69	bvp4c	bvp4c	PROPN
easat-3147	176	70	solver	solver	NOUN
easat-3147	176	71	to	to	PART
easat-3147	176	72	solve	solve	VERB
easat-3147	176	73	the	the	DET
easat-3147	176	74	system	system	NOUN
easat-3147	176	75	of	of	ADP
easat-3147	176	76	first	first	ADJ
easat-3147	176	77	-	-	PUNCT
easat-3147	176	78	order	order	NOUN
easat-3147	176	79	odes	ode	NOUN
easat-3147	176	80	(	(	PUNCT
easat-3147	176	81	18	18	NUM
easat-3147	176	82	-	-	SYM
easat-3147	176	83	21	21	NUM
easat-3147	176	84	)	)	PUNCT
easat-3147	176	85	with	with	ADP
easat-3147	176	86	boundary	boundary	ADJ
easat-3147	176	87	conditions	condition	NOUN
easat-3147	176	88	(	(	PUNCT
easat-3147	176	89	22	22	NUM
easat-3147	176	90	)	)	PUNCT
easat-3147	176	91	.	.	PUNCT
easat-3147	177	1	4	4	X
easat-3147	177	2	.	.	NOUN
easat-3147	177	3	results	result	NOUN
easat-3147	177	4	and	and	CCONJ
easat-3147	177	5	discussion	discussion	NOUN
easat-3147	177	6	this	this	DET
easat-3147	177	7	section	section	NOUN
easat-3147	177	8	provides	provide	VERB
easat-3147	177	9	a	a	DET
easat-3147	177	10	numerical	numerical	ADJ
easat-3147	177	11	analysis	analysis	NOUN
easat-3147	177	12	of	of	ADP
easat-3147	177	13	various	various	ADJ
easat-3147	177	14	engineering	engineering	NOUN
easat-3147	177	15	quantities	quantity	NOUN
easat-3147	177	16	in	in	ADP
easat-3147	177	17	response	response	NOUN
easat-3147	177	18	to	to	ADP
easat-3147	177	19	changes	change	NOUN
easat-3147	177	20	in	in	ADP
easat-3147	177	21	different	different	ADJ
easat-3147	177	22	parameters	parameter	NOUN
easat-3147	177	23	.	.	PUNCT
easat-3147	178	1	by	by	ADP
easat-3147	178	2	solving	solve	VERB
easat-3147	178	3	the	the	DET
easat-3147	178	4	governing	govern	VERB
easat-3147	178	5	differential	differential	ADJ
easat-3147	178	6	equations	equation	NOUN
easat-3147	178	7	numerically	numerically	ADV
easat-3147	178	8	,	,	PUNCT
easat-3147	178	9	we	we	PRON
easat-3147	178	10	gain	gain	VERB
easat-3147	178	11	flexibility	flexibility	NOUN
easat-3147	178	12	in	in	ADP
easat-3147	178	13	selecting	select	VERB
easat-3147	178	14	suitable	suitable	ADJ
easat-3147	178	15	flow	flow	NOUN
easat-3147	178	16	parameter	parameter	NOUN
easat-3147	178	17	values	value	NOUN
easat-3147	178	18	and	and	CCONJ
easat-3147	178	19	a	a	DET
easat-3147	178	20	deeper	deep	ADJ
easat-3147	178	21	understanding	understanding	NOUN
easat-3147	178	22	of	of	ADP
easat-3147	178	23	the	the	DET
easat-3147	178	24	physical	physical	ADJ
easat-3147	178	25	problem	problem	NOUN
easat-3147	178	26	.	.	PUNCT
easat-3147	179	1	the	the	DET
easat-3147	179	2	results	result	NOUN
easat-3147	179	3	are	be	AUX
easat-3147	179	4	presented	present	VERB
easat-3147	179	5	in	in	ADP
easat-3147	179	6	tables	table	NOUN
easat-3147	179	7	as	as	SCONJ
easat-3147	179	8	follows	follow	VERB
easat-3147	179	9	:	:	PUNCT
easat-3147	179	10	table	table	NOUN
easat-3147	179	11	2	2	NUM
easat-3147	179	12	shows	show	VERB
easat-3147	179	13	the	the	DET
easat-3147	179	14	numerical	numerical	ADJ
easat-3147	179	15	results	result	NOUN
easat-3147	179	16	for	for	ADP
easat-3147	179	17	local	local	ADJ
easat-3147	179	18	skin	skin	NOUN
easat-3147	179	19	friction	friction	NOUN
easat-3147	179	20	coefficients	coefficient	NOUN
easat-3147	179	21	,	,	PUNCT
easat-3147	179	22	while	while	SCONJ
easat-3147	179	23	table	table	NOUN
easat-3147	179	24	3	3	NUM
easat-3147	179	25	provides	provide	VERB
easat-3147	179	26	the	the	DET
easat-3147	179	27	local	local	ADJ
easat-3147	179	28	nusselt	nusselt	NOUN
easat-3147	179	29	numbers	number	NOUN
easat-3147	179	30	,	,	PUNCT
easat-3147	179	31	table	table	NOUN
easat-3147	179	32	4	4	NUM
easat-3147	179	33	compares	compare	VERB
easat-3147	179	34	the	the	DET
easat-3147	179	35	sherwood	sherwood	PROPN
easat-3147	179	36	numbers	number	NOUN
easat-3147	179	37	across	across	ADP
easat-3147	179	38	different	different	ADJ
easat-3147	179	39	parameters	parameter	NOUN
easat-3147	179	40	,	,	PUNCT
easat-3147	179	41	and	and	CCONJ
easat-3147	179	42	table	table	NOUN
easat-3147	179	43	5	5	NUM
easat-3147	179	44	details	detail	NOUN
easat-3147	179	45	the	the	DET
easat-3147	179	46	density	density	NOUN
easat-3147	179	47	of	of	ADP
easat-3147	179	48	local	local	ADJ
easat-3147	179	49	microorganisms	microorganism	NOUN
easat-3147	179	50	.	.	PUNCT
easat-3147	180	1	additionally	additionally	ADV
easat-3147	180	2	,	,	PUNCT
easat-3147	180	3	we	we	PRON
easat-3147	180	4	have	have	AUX
easat-3147	180	5	graphically	graphically	ADV
easat-3147	180	6	examined	examine	VERB
easat-3147	180	7	the	the	DET
easat-3147	180	8	impects	impect	NOUN
easat-3147	180	9	of	of	ADP
easat-3147	180	10	magnetic	magnetic	ADJ
easat-3147	180	11	parameter	parameter	PROPN
easat-3147	180	12	𝑀	𝑀	PROPN
easat-3147	180	13	,	,	PUNCT
easat-3147	180	14	buoyancy	buoyancy	NOUN
easat-3147	180	15	ratio	ratio	NOUN
easat-3147	180	16	factor	factor	NOUN
easat-3147	180	17	𝑁𝑟	𝑁𝑟	PROPN
easat-3147	180	18	,	,	PUNCT
easat-3147	180	19	mixed	mixed	ADJ
easat-3147	180	20	convection	convection	NOUN
easat-3147	180	21	parameter	parameter	NOUN
easat-3147	180	22	𝛽	𝛽	PROPN
easat-3147	180	23	,	,	PUNCT
easat-3147	180	24	thermal	thermal	ADJ
easat-3147	180	25	biot	biot	ADJ
easat-3147	180	26	number	number	NOUN
easat-3147	180	27	𝐴1	𝐴1	PROPN
easat-3147	180	28	,	,	PUNCT
easat-3147	180	29	dufour	dufour	PROPN
easat-3147	180	30	effect	effect	PROPN
easat-3147	180	31	parameter	parameter	PROPN
easat-3147	180	32	𝐷𝑓	𝐷𝑓	PROPN
easat-3147	180	33	,	,	PUNCT
easat-3147	180	34	5244	5244	NUM
easat-3147	180	35	edelweiss	edelweiss	PROPN
easat-3147	180	36	applied	apply	VERB
easat-3147	180	37	science	science	NOUN
easat-3147	180	38	and	and	CCONJ
easat-3147	180	39	technology	technology	NOUN
easat-3147	180	40	issn	issn	PROPN
easat-3147	180	41	:	:	PUNCT
easat-3147	180	42	2576	2576	NUM
easat-3147	180	43	-	-	SYM
easat-3147	180	44	8484	8484	NUM
easat-3147	180	45	vol	vol	NOUN
easat-3147	180	46	.	.	PROPN
easat-3147	181	1	8	8	NUM
easat-3147	181	2	,	,	PUNCT
easat-3147	181	3	no	no	INTJ
easat-3147	181	4	.	.	NOUN
easat-3147	182	1	6	6	NUM
easat-3147	182	2	:	:	SYM
easat-3147	182	3	5236	5236	NUM
easat-3147	182	4	-	-	SYM
easat-3147	182	5	5253	5253	NUM
easat-3147	182	6	,	,	PUNCT
easat-3147	182	7	2024	2024	NUM
easat-3147	182	8	doi	doi	NOUN
easat-3147	182	9	:	:	PUNCT
easat-3147	182	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	182	11	©	©	PROPN
easat-3147	182	12	2024	2024	NUM
easat-3147	182	13	by	by	ADP
easat-3147	182	14	the	the	DET
easat-3147	182	15	authors	author	NOUN
easat-3147	182	16	;	;	PUNCT
easat-3147	182	17	licensee	licensee	PROPN
easat-3147	182	18	learning	learning	NOUN
easat-3147	182	19	gate	gate	PROPN
easat-3147	182	20	prandtl	prandtl	NOUN
easat-3147	182	21	number	number	NOUN
easat-3147	182	22	𝑃𝑟	𝑃𝑟	PROPN
easat-3147	182	23	,	,	PUNCT
easat-3147	182	24	brownian	brownian	ADJ
easat-3147	182	25	motion	motion	NOUN
easat-3147	182	26	factor	factor	NOUN
easat-3147	182	27	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	182	28	,	,	PUNCT
easat-3147	182	29	soret	soret	VERB
easat-3147	182	30	effect	effect	NOUN
easat-3147	182	31	parameter	parameter	PROPN
easat-3147	182	32	𝑆𝑟	𝑆𝑟	PROPN
easat-3147	182	33	,	,	PUNCT
easat-3147	182	34	microorganisms	microorganism	NOUN
easat-3147	182	35	biot	biot	ADJ
easat-3147	182	36	number	number	NOUN
easat-3147	182	37	𝐴3	𝐴3	PROPN
easat-3147	182	38	and	and	CCONJ
easat-3147	182	39	peclet	peclet	NOUN
easat-3147	182	40	number	number	NOUN
easat-3147	182	41	𝑃𝑒	𝑃𝑒	PROPN
easat-3147	182	42	on	on	ADP
easat-3147	182	43	velocity	velocity	NOUN
easat-3147	182	44	,	,	PUNCT
easat-3147	182	45	temperature	temperature	NOUN
easat-3147	182	46	,	,	PUNCT
easat-3147	182	47	concentration	concentration	NOUN
easat-3147	182	48	and	and	CCONJ
easat-3147	182	49	microorganism	microorganism	NOUN
easat-3147	182	50	profiles	profile	NOUN
easat-3147	182	51	.	.	PUNCT
easat-3147	183	1	all	all	DET
easat-3147	183	2	graphical	graphical	ADJ
easat-3147	183	3	findings	finding	NOUN
easat-3147	183	4	were	be	AUX
easat-3147	183	5	developed	develop	VERB
easat-3147	183	6	using	use	VERB
easat-3147	183	7	the	the	DET
easat-3147	183	8	properties	property	NOUN
easat-3147	183	9	of	of	ADP
easat-3147	183	10	shear	shear	NOUN
easat-3147	183	11	-	-	PUNCT
easat-3147	183	12	thinning	thin	VERB
easat-3147	183	13	(	(	PUNCT
easat-3147	183	14	𝑚	𝑚	X
easat-3147	183	15	<	<	X
easat-3147	183	16	1	1	NUM
easat-3147	183	17	)	)	PUNCT
easat-3147	183	18	and	and	CCONJ
easat-3147	183	19	shearthickening	shearthickene	VERB
easat-3147	183	20	(	(	PUNCT
easat-3147	183	21	𝑚	𝑚	PROPN
easat-3147	183	22	>	>	SYM
easat-3147	183	23	1	1	NUM
easat-3147	183	24	)	)	PUNCT
easat-3147	183	25	fluids	fluid	NOUN
easat-3147	183	26	,	,	PUNCT
easat-3147	183	27	which	which	PRON
easat-3147	183	28	are	be	AUX
easat-3147	183	29	effectively	effectively	ADV
easat-3147	183	30	represented	represent	VERB
easat-3147	183	31	by	by	ADP
easat-3147	183	32	the	the	DET
easat-3147	183	33	sisko	sisko	PROPN
easat-3147	183	34	fluid	fluid	PROPN
easat-3147	183	35	model	model	NOUN
easat-3147	183	36	.	.	PUNCT
easat-3147	184	1	these	these	DET
easat-3147	184	2	tables	table	NOUN
easat-3147	184	3	provide	provide	VERB
easat-3147	184	4	a	a	DET
easat-3147	184	5	complete	complete	ADJ
easat-3147	184	6	summary	summary	NOUN
easat-3147	184	7	of	of	ADP
easat-3147	184	8	the	the	DET
easat-3147	184	9	numerical	numerical	ADJ
easat-3147	184	10	results	result	NOUN
easat-3147	184	11	,	,	PUNCT
easat-3147	184	12	highlighting	highlight	VERB
easat-3147	184	13	the	the	DET
easat-3147	184	14	impacts	impact	NOUN
easat-3147	184	15	of	of	ADP
easat-3147	184	16	different	different	ADJ
easat-3147	184	17	parameters	parameter	NOUN
easat-3147	184	18	on	on	ADP
easat-3147	184	19	the	the	DET
easat-3147	184	20	engineering	engineering	NOUN
easat-3147	184	21	quantities	quantity	NOUN
easat-3147	184	22	.	.	PUNCT
easat-3147	185	1	table	table	NOUN
easat-3147	185	2	2	2	NUM
easat-3147	185	3	.	.	PUNCT
easat-3147	185	4	numerical	numerical	ADJ
easat-3147	185	5	analysis	analysis	NOUN
easat-3147	185	6	of	of	ADP
easat-3147	185	7	local	local	ADJ
easat-3147	185	8	skin	skin	NOUN
easat-3147	185	9	friction	friction	NOUN
easat-3147	185	10	coefficient	coefficient	NOUN
easat-3147	185	11	using	use	VERB
easat-3147	185	12	different	different	ADJ
easat-3147	185	13	parameter	parameter	NOUN
easat-3147	185	14	values	value	NOUN
easat-3147	185	15	.	.	PUNCT
easat-3147	186	1	𝑴	𝑴	NOUN
easat-3147	186	2	𝜷	𝜷	NOUN
easat-3147	187	1	𝑵𝒓	𝑵𝒓	PROPN
easat-3147	188	1	𝑵𝒄	𝑵𝒄	INTJ
easat-3147	188	2	𝑩	𝑩	PROPN
easat-3147	188	3	α	α	NOUN
easat-3147	188	4	−[𝑩𝒇′′(𝟎	−[𝑩𝒇′′(𝟎	PROPN
easat-3147	188	5	)	)	PUNCT
easat-3147	189	1	−	−	PROPN
easat-3147	189	2	{	{	PUNCT
easat-3147	189	3	𝒇′′(𝟎	𝒇′′(𝟎	NOUN
easat-3147	189	4	)	)	PUNCT
easat-3147	189	5	}	}	PUNCT
easat-3147	189	6	𝟏	𝟏	NUM
easat-3147	189	7	𝟐	𝟐	X
easat-3147	189	8	]	]	PUNCT
easat-3147	189	9	−(𝑩	−(𝑩	X
easat-3147	189	10	+	+	NOUN
easat-3147	189	11	𝟏)𝒇′′(𝟎	𝟏)𝒇′′(𝟎	NUM
easat-3147	189	12	)	)	PUNCT
easat-3147	189	13	−[𝑩𝒇′′(𝟎	−[𝑩𝒇′′(𝟎	NUM
easat-3147	189	14	)	)	PUNCT
easat-3147	190	1	−	−	NOUN
easat-3147	190	2	𝒇′′𝟐(𝟎	𝒇′′𝟐(𝟎	NUM
easat-3147	190	3	)	)	PUNCT
easat-3147	190	4	]	]	PUNCT
easat-3147	190	5	0.5	0.5	NUM
easat-3147	190	6	0.7	0.7	NUM
easat-3147	190	7	1.3	1.3	NUM
easat-3147	190	8	0.2	0.2	NUM
easat-3147	190	9	0.2	0.2	NUM
easat-3147	190	10	0.2	0.2	NUM
easat-3147	190	11	0.5	0.5	NUM
easat-3147	190	12	0.2	0.2	NUM
easat-3147	190	13	0.4712	0.4712	NUM
easat-3147	190	14	0.4722	0.4722	NUM
easat-3147	190	15	0.4856	0.4856	NUM
easat-3147	190	16	0.9565	0.9565	NUM
easat-3147	190	17	1.0001	1.0001	NUM
easat-3147	190	18	1.0211	1.0211	NUM
easat-3147	190	19	0.0987	0.0987	NUM
easat-3147	190	20	0.1102	0.1102	NUM
easat-3147	190	21	0.1214	0.1214	NUM
easat-3147	190	22	0.7	0.7	NUM
easat-3147	190	23	1.2	1.2	NUM
easat-3147	190	24	1.7	1.7	NUM
easat-3147	190	25	0.4771	0.4771	NUM
easat-3147	190	26	0.4753	0.4753	NUM
easat-3147	190	27	0.4614	0.4614	NUM
easat-3147	190	28	0.9368	0.9368	NUM
easat-3147	190	29	0.8956	0.8956	NUM
easat-3147	190	30	0.8576	0.8576	NUM
easat-3147	190	31	0.0787	0.0787	NUM
easat-3147	190	32	0.0475	0.0475	NUM
easat-3147	190	33	0.0425	0.0425	NUM
easat-3147	190	34	0.7	0.7	NUM
easat-3147	190	35	1.4	1.4	NUM
easat-3147	190	36	2.5	2.5	NUM
easat-3147	190	37	0.4992	0.4992	NUM
easat-3147	190	38	0.4959	0.4959	NUM
easat-3147	190	39	0.4978	0.4978	NUM
easat-3147	190	40	0.9987	0.9987	NUM
easat-3147	190	41	1.1101	1.1101	NUM
easat-3147	190	42	1.1365	1.1365	NUM
easat-3147	190	43	0.1141	0.1141	NUM
easat-3147	190	44	0.1260	0.1260	NUM
easat-3147	190	45	0.1412	0.1412	NUM
easat-3147	190	46	0.7	0.7	NUM
easat-3147	190	47	1.4	1.4	NUM
easat-3147	190	48	2.5	2.5	NUM
easat-3147	190	49	0.4806	0.4806	NUM
easat-3147	190	50	0.4832	0.4832	NUM
easat-3147	190	51	0.4878	0.4878	NUM
easat-3147	190	52	0.9835	0.9835	NUM
easat-3147	190	53	1.0314	1.0314	NUM
easat-3147	190	54	1.0510	1.0510	NUM
easat-3147	190	55	0.1045	0.1045	NUM
easat-3147	190	56	0.1278	0.1278	NUM
easat-3147	190	57	0.1393	0.1393	NUM
easat-3147	190	58	0.2	0.2	NUM
easat-3147	190	59	0.5	0.5	NUM
easat-3147	190	60	0.9	0.9	NUM
easat-3147	190	61	0.4772	0.4772	NUM
easat-3147	190	62	0.4821	0.4821	NUM
easat-3147	190	63	0.4845	0.4845	NUM
easat-3147	190	64	0.9612	0.9612	NUM
easat-3147	190	65	0.9765	0.9765	NUM
easat-3147	190	66	1.0042	1.0042	NUM
easat-3147	190	67	0.0865	0.0865	NUM
easat-3147	190	68	0.09989	0.09989	NUM
easat-3147	190	69	0.1132	0.1132	NUM
easat-3147	190	70	0.5	0.5	NUM
easat-3147	190	71	0.9	0.9	NUM
easat-3147	190	72	1.3	1.3	NUM
easat-3147	190	73	0.4841	0.4841	NUM
easat-3147	190	74	0.4887	0.4887	NUM
easat-3147	190	75	0.4914	0.4914	NUM
easat-3147	190	76	1.0096	1.0096	NUM
easat-3147	190	77	1.0662	1.0662	NUM
easat-3147	190	78	1.1164	1.1164	NUM
easat-3147	190	79	0.1121	0.1121	NUM
easat-3147	190	80	0.1496	0.1496	NUM
easat-3147	190	81	0.1823	0.1823	NUM
easat-3147	190	82	table	table	NOUN
easat-3147	190	83	3	3	NUM
easat-3147	190	84	.	.	PUNCT
easat-3147	190	85	numerical	numerical	ADJ
easat-3147	190	86	analysis	analysis	NOUN
easat-3147	190	87	of	of	ADP
easat-3147	190	88	local	local	ADJ
easat-3147	190	89	nusselt	nusselt	NOUN
easat-3147	190	90	number	number	NOUN
easat-3147	190	91	using	use	VERB
easat-3147	190	92	different	different	ADJ
easat-3147	190	93	parameter	parameter	NOUN
easat-3147	190	94	values	value	NOUN
easat-3147	190	95	.	.	PUNCT
easat-3147	191	1	parameters	parameter	NOUN
easat-3147	191	2	−𝜽′(𝟎	−𝜽′(𝟎	PROPN
easat-3147	191	3	)	)	PUNCT
easat-3147	191	4	𝑷𝒓	𝑷𝒓	NOUN
easat-3147	191	5	𝑵𝒕	𝑵𝒕	NOUN
easat-3147	191	6	𝑹𝒅	𝑹𝒅	NOUN
easat-3147	192	1	𝑵𝒓	𝑵𝒓	PROPN
easat-3147	192	2	𝑵𝒄	𝑵𝒄	INTJ
easat-3147	192	3	𝝀	𝝀	VERB
easat-3147	192	4	𝑸𝑬	𝑸𝑬	PROPN
easat-3147	192	5	𝒎	𝒎	PROPN
easat-3147	192	6	=	=	PUNCT
easat-3147	192	7	𝟎.	𝟎.	X
easat-3147	192	8	𝟓	𝟓	NUM
easat-3147	192	9	𝒎	𝒎	X
easat-3147	192	10	=	=	SYM
easat-3147	192	11	𝟐.	𝟐.	PROPN
easat-3147	192	12	𝟎	𝟎	NUM
easat-3147	192	13	2.5	2.5	NUM
easat-3147	192	14	3.5	3.5	NUM
easat-3147	192	15	4.5	4.5	NUM
easat-3147	192	16	0.3	0.3	NUM
easat-3147	192	17	0.5	0.5	NUM
easat-3147	192	18	0.1	0.1	NUM
easat-3147	192	19	0.1	0.1	NUM
easat-3147	192	20	1.0	1.0	NUM
easat-3147	192	21	0.3	0.3	NUM
easat-3147	192	22	0.1922	0.1922	NUM
easat-3147	192	23	0.1966	0.1966	NUM
easat-3147	192	24	0.2001	0.2001	NUM
easat-3147	192	25	0.1897	0.1897	NUM
easat-3147	193	1	0.1935	0.1935	NUM
easat-3147	193	2	0.1966	0.1966	NUM
easat-3147	193	3	2.0	2.0	NUM
easat-3147	193	4	0.1	0.1	NUM
easat-3147	193	5	0.4	0.4	NUM
easat-3147	193	6	0.8	0.8	NUM
easat-3147	193	7	0.1935	0.1935	NUM
easat-3147	193	8	0.1876	0.1876	NUM
easat-3147	193	9	0.1791	0.1791	NUM
easat-3147	193	10	0.1914	0.1914	NUM
easat-3147	193	11	0.1853	0.1853	NUM
easat-3147	193	12	0.1766	0.1766	NUM
easat-3147	193	13	1.0	1.0	NUM
easat-3147	193	14	1.5	1.5	NUM
easat-3147	193	15	2.0	2.0	NUM
easat-3147	193	16	0.1742	0.1742	NUM
easat-3147	193	17	0.1626	0.1626	NUM
easat-3147	193	18	0.1536	0.1536	NUM
easat-3147	193	19	0.1719	0.1719	NUM
easat-3147	193	20	0.1604	0.1604	NUM
easat-3147	193	21	0.1516	0.1516	NUM
easat-3147	193	22	0.5	0.5	NUM
easat-3147	193	23	2.0	2.0	NUM
easat-3147	193	24	3.5	3.5	NUM
easat-3147	193	25	0.1889	0.1889	NUM
easat-3147	193	26	0.1854	0.1854	NUM
easat-3147	193	27	0.1803	0.1803	NUM
easat-3147	193	28	0.1756	0.1756	NUM
easat-3147	193	29	0.1607	0.1607	NUM
easat-3147	193	30	0.1521	0.1521	NUM
easat-3147	193	31	0.5	0.5	NUM
easat-3147	193	32	2.0	2.0	NUM
easat-3147	193	33	3.5	3.5	NUM
easat-3147	193	34	0.1877	0.1877	NUM
easat-3147	193	35	0.1851	0.1851	NUM
easat-3147	193	36	0.1801	0.1801	NUM
easat-3147	193	37	0.1762	0.1762	NUM
easat-3147	193	38	0.1734	0.1734	NUM
easat-3147	193	39	0.1791	0.1791	NUM
easat-3147	193	40	2.0	2.0	NUM
easat-3147	193	41	0.1829	0.1829	NUM
easat-3147	193	42	0.1809	0.1809	NUM
easat-3147	193	43	5245	5245	NUM
easat-3147	193	44	edelweiss	edelweiss	PROPN
easat-3147	193	45	applied	apply	VERB
easat-3147	193	46	science	science	NOUN
easat-3147	193	47	and	and	CCONJ
easat-3147	193	48	technology	technology	NOUN
easat-3147	193	49	issn	issn	PROPN
easat-3147	193	50	:	:	PUNCT
easat-3147	193	51	2576	2576	NUM
easat-3147	193	52	-	-	SYM
easat-3147	193	53	8484	8484	NUM
easat-3147	193	54	vol	vol	NOUN
easat-3147	193	55	.	.	PROPN
easat-3147	193	56	8	8	NUM
easat-3147	193	57	,	,	PUNCT
easat-3147	193	58	no	no	INTJ
easat-3147	193	59	.	.	NOUN
easat-3147	194	1	6	6	NUM
easat-3147	194	2	:	:	SYM
easat-3147	194	3	5236	5236	NUM
easat-3147	194	4	-	-	SYM
easat-3147	194	5	5253	5253	NUM
easat-3147	194	6	,	,	PUNCT
easat-3147	194	7	2024	2024	NUM
easat-3147	194	8	doi	doi	NOUN
easat-3147	194	9	:	:	PUNCT
easat-3147	194	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	194	11	©	©	PROPN
easat-3147	194	12	2024	2024	NUM
easat-3147	194	13	by	by	ADP
easat-3147	194	14	the	the	DET
easat-3147	194	15	authors	author	NOUN
easat-3147	194	16	;	;	PUNCT
easat-3147	194	17	licensee	licensee	PROPN
easat-3147	194	18	learning	learning	NOUN
easat-3147	194	19	gate	gate	VERB
easat-3147	194	20	3.0	3.0	NUM
easat-3147	194	21	4.0	4.0	NUM
easat-3147	194	22	0.1794	0.1794	NUM
easat-3147	194	23	0.1773	0.1773	NUM
easat-3147	195	1	0.1777	0.1777	NUM
easat-3147	195	2	0.1757	0.1757	NUM
easat-3147	195	3	0.5	0.5	NUM
easat-3147	195	4	1.2	1.2	NUM
easat-3147	195	5	2.4	2.4	NUM
easat-3147	195	6	0.1887	0.1887	NUM
easat-3147	195	7	0.1765	0.1765	NUM
easat-3147	195	8	0.1753	0.1753	NUM
easat-3147	195	9	0.1760	0.1760	NUM
easat-3147	195	10	0.1678	0.1678	NUM
easat-3147	195	11	0.1597	0.1597	NUM
easat-3147	195	12	table	table	NOUN
easat-3147	195	13	4	4	NUM
easat-3147	195	14	.	.	PUNCT
easat-3147	195	15	numerical	numerical	ADJ
easat-3147	195	16	analysis	analysis	NOUN
easat-3147	195	17	of	of	ADP
easat-3147	195	18	sherwood	sherwood	PROPN
easat-3147	195	19	number	number	NOUN
easat-3147	195	20	using	use	VERB
easat-3147	195	21	different	different	ADJ
easat-3147	195	22	parameter	parameter	NOUN
easat-3147	195	23	values	value	NOUN
easat-3147	195	24	.	.	PUNCT
easat-3147	196	1	parameters	parameter	NOUN
easat-3147	196	2	−𝝓′(𝟎	−𝝓′(𝟎	PROPN
easat-3147	196	3	)	)	PUNCT
easat-3147	197	1	𝑷𝒓	𝑷𝒓	PROPN
easat-3147	197	2	𝑵𝒕	𝑵𝒕	NOUN
easat-3147	197	3	𝑵𝒃	𝑵𝒃	NOUN
easat-3147	198	1	𝑵𝒓	𝑵𝒓	PROPN
easat-3147	198	2	𝑵𝒄	𝑵𝒄	INTJ
easat-3147	198	3	𝝀	𝝀	NOUN
easat-3147	199	1	𝑳𝒆	𝑳𝒆	PROPN
easat-3147	199	2	𝑨𝟐	𝑨𝟐	NOUN
easat-3147	199	3	𝒎	𝒎	X
easat-3147	199	4	=	=	PUNCT
easat-3147	199	5	𝟎.	𝟎.	X
easat-3147	199	6	𝟓	𝟓	NUM
easat-3147	199	7	𝒎	𝒎	X
easat-3147	199	8	=	=	SYM
easat-3147	199	9	𝟐.	𝟐.	X
easat-3147	199	10	𝟎	𝟎	NUM
easat-3147	199	11	2.4	2.4	NUM
easat-3147	199	12	3.4	3.4	NUM
easat-3147	199	13	4.4	4.4	NUM
easat-3147	199	14	0.3	0.3	NUM
easat-3147	199	15	0.2	0.2	NUM
easat-3147	199	16	0.1	0.1	NUM
easat-3147	199	17	0.1	0.1	NUM
easat-3147	199	18	1.0	1.0	NUM
easat-3147	199	19	2.0	2.0	NUM
easat-3147	199	20	0.4	0.4	NUM
easat-3147	199	21	0.2702	0.2702	NUM
easat-3147	199	22	0.2852	0.2852	NUM
easat-3147	199	23	0.2965	0.2965	NUM
easat-3147	199	24	0.2676	0.2676	NUM
easat-3147	199	25	0.2835	0.2835	NUM
easat-3147	199	26	0.2946	0.2946	NUM
easat-3147	199	27	2.0	2.0	NUM
easat-3147	199	28	0.15	0.15	NUM
easat-3147	199	29	0.45	0.45	NUM
easat-3147	199	30	0.85	0.85	NUM
easat-3147	199	31	0.2851	0.2851	NUM
easat-3147	199	32	0.2464	0.2464	NUM
easat-3147	199	33	0.2045	0.2045	NUM
easat-3147	199	34	0.1905	0.1905	NUM
easat-3147	199	35	0.1842	0.1842	NUM
easat-3147	199	36	0.1764	0.1764	NUM
easat-3147	199	37	0.2	0.2	NUM
easat-3147	199	38	0.4	0.4	NUM
easat-3147	199	39	0.6	0.6	NUM
easat-3147	199	40	0.2703	0.2703	NUM
easat-3147	199	41	0.2864	0.2864	NUM
easat-3147	199	42	0.2924	0.2924	NUM
easat-3147	199	43	0.2712	0.2712	NUM
easat-3147	199	44	0.2854	0.2854	NUM
easat-3147	199	45	0.2806	0.2806	NUM
easat-3147	199	46	0.4	0.4	NUM
easat-3147	199	47	1.9	1.9	NUM
easat-3147	199	48	3.4	3.4	NUM
easat-3147	199	49	0.2571	0.2571	NUM
easat-3147	199	50	0.2545	0.2545	NUM
easat-3147	199	51	0.2536	0.2536	NUM
easat-3147	199	52	0.2574	0.2574	NUM
easat-3147	199	53	0.2548	0.2548	NUM
easat-3147	199	54	0.2527	0.2527	NUM
easat-3147	199	55	0.3	0.3	NUM
easat-3147	199	56	1.8	1.8	NUM
easat-3147	199	57	3.3	3.3	NUM
easat-3147	199	58	0.2576	0.2576	NUM
easat-3147	199	59	0.2547	0.2547	NUM
easat-3147	199	60	0.2539	0.2539	NUM
easat-3147	199	61	0.2548	0.2548	NUM
easat-3147	199	62	0.2538	0.2538	NUM
easat-3147	199	63	0.2528	0.2528	NUM
easat-3147	199	64	1.5	1.5	NUM
easat-3147	199	65	2.5	2.5	NUM
easat-3147	199	66	3.5	3.5	NUM
easat-3147	199	67	0.2538	0.2538	NUM
easat-3147	199	68	0.2509	0.2509	NUM
easat-3147	199	69	0.2500	0.2500	NUM
easat-3147	199	70	0.2521	0.2521	NUM
easat-3147	199	71	0.2504	0.2504	NUM
easat-3147	199	72	0.2478	0.2478	NUM
easat-3147	199	73	2.5	2.5	NUM
easat-3147	199	74	3.5	3.5	NUM
easat-3147	199	75	4.5	4.5	NUM
easat-3147	199	76	0.2804	0.2804	NUM
easat-3147	199	77	0.2937	0.2937	NUM
easat-3147	199	78	0.3032	0.3032	NUM
easat-3147	199	79	0.2778	0.2778	NUM
easat-3147	199	80	0.2919	0.2919	NUM
easat-3147	199	81	0.3021	0.3021	NUM
easat-3147	199	82	0.5	0.5	NUM
easat-3147	199	83	1.0	1.0	NUM
easat-3147	199	84	1.5	1.5	NUM
easat-3147	199	85	0.4748	0.4748	NUM
easat-3147	199	86	0.5818	0.5818	NUM
easat-3147	199	87	0.6562	0.6562	NUM
easat-3147	199	88	0.4663	0.4663	NUM
easat-3147	199	89	0.5744	0.5744	NUM
easat-3147	199	90	0.6463	0.6463	NUM
easat-3147	199	91	table	table	NOUN
easat-3147	199	92	5	5	NUM
easat-3147	199	93	.	.	PUNCT
easat-3147	199	94	numerical	numerical	ADJ
easat-3147	199	95	analysis	analysis	NOUN
easat-3147	199	96	of	of	ADP
easat-3147	199	97	local	local	ADJ
easat-3147	199	98	microorganism	microorganism	NOUN
easat-3147	199	99	density	density	NOUN
easat-3147	199	100	number	number	NOUN
easat-3147	199	101	using	use	VERB
easat-3147	199	102	different	different	ADJ
easat-3147	199	103	parameter	parameter	NOUN
easat-3147	199	104	values	value	NOUN
easat-3147	199	105	.	.	PUNCT
easat-3147	200	1	parameters	parameter	NOUN
easat-3147	200	2	−𝝌′(𝟎	−𝝌′(𝟎	VERB
easat-3147	200	3	)	)	PUNCT
easat-3147	201	1	𝑷𝒆	𝑷𝒆	PROPN
easat-3147	202	1	𝑳𝒃	𝑳𝒃	INTJ
easat-3147	202	2	𝑵𝒓	𝑵𝒓	PROPN
easat-3147	203	1	𝑵𝒄	𝑵𝒄	INTJ
easat-3147	203	2	𝝀	𝝀	NOUN
easat-3147	203	3	𝑨𝟑	𝑨𝟑	NOUN
easat-3147	203	4	𝒎	𝒎	PROPN
easat-3147	203	5	=	=	PUNCT
easat-3147	203	6	𝟎.	𝟎.	X
easat-3147	203	7	𝟓	𝟓	NUM
easat-3147	203	8	𝒎	𝒎	X
easat-3147	203	9	=	=	SYM
easat-3147	203	10	𝟐.	𝟐.	X
easat-3147	203	11	𝟎	𝟎	NUM
easat-3147	203	12	0.5	0.5	NUM
easat-3147	203	13	1.2	1.2	NUM
easat-3147	203	14	1.3	1.3	NUM
easat-3147	203	15	2.0	2.0	NUM
easat-3147	203	16	0.1	0.1	NUM
easat-3147	203	17	0.1	0.1	NUM
easat-3147	203	18	1.0	1.0	NUM
easat-3147	203	19	0.4	0.4	NUM
easat-3147	203	20	0.2024	0.2024	NUM
easat-3147	203	21	0.2398	0.2398	NUM
easat-3147	203	22	0.2654	0.2654	NUM
easat-3147	203	23	0.1954	0.1954	NUM
easat-3147	203	24	0.2340	0.2340	NUM
easat-3147	203	25	0.2627	0.2627	NUM
easat-3147	203	26	0.1	0.1	NUM
easat-3147	203	27	2.5	2.5	NUM
easat-3147	203	28	4.0	4.0	NUM
easat-3147	203	29	5.0	5.0	NUM
easat-3147	203	30	0.2232	0.2232	NUM
easat-3147	203	31	0.2502	0.2502	NUM
easat-3147	203	32	0.2656	0.2656	NUM
easat-3147	203	33	0.2154	0.2154	NUM
easat-3147	203	34	0.2432	0.2432	NUM
easat-3147	203	35	0.2582	0.2582	NUM
easat-3147	203	36	0.3	0.3	NUM
easat-3147	203	37	1.5	1.5	NUM
easat-3147	203	38	3.0	3.0	NUM
easat-3147	203	39	0.1912	0.1912	NUM
easat-3147	203	40	0.1800	0.1800	NUM
easat-3147	203	41	0.1598	0.1598	NUM
easat-3147	203	42	0.1904	0.1904	NUM
easat-3147	203	43	0.1778	0.1778	NUM
easat-3147	203	44	0.1582	0.1582	NUM
easat-3147	203	45	0.3	0.3	NUM
easat-3147	203	46	1.5	1.5	NUM
easat-3147	203	47	3.0	3.0	NUM
easat-3147	203	48	0.1875	0.1875	NUM
easat-3147	203	49	0.1865	0.1865	NUM
easat-3147	203	50	0.1802	0.1802	NUM
easat-3147	203	51	0.1865	0.1865	NUM
easat-3147	203	52	0.1856	0.1856	NUM
easat-3147	203	53	0.1808	0.1808	NUM
easat-3147	203	54	5246	5246	NUM
easat-3147	203	55	edelweiss	edelweiss	PROPN
easat-3147	203	56	applied	apply	VERB
easat-3147	203	57	science	science	NOUN
easat-3147	203	58	and	and	CCONJ
easat-3147	203	59	technology	technology	NOUN
easat-3147	203	60	issn	issn	PROPN
easat-3147	203	61	:	:	PUNCT
easat-3147	203	62	2576	2576	NUM
easat-3147	203	63	-	-	SYM
easat-3147	203	64	8484	8484	NUM
easat-3147	203	65	vol	vol	NOUN
easat-3147	203	66	.	.	PROPN
easat-3147	203	67	8	8	NUM
easat-3147	203	68	,	,	PUNCT
easat-3147	203	69	no	no	INTJ
easat-3147	203	70	.	.	NOUN
easat-3147	204	1	6	6	NUM
easat-3147	204	2	:	:	SYM
easat-3147	204	3	5236	5236	NUM
easat-3147	204	4	-	-	SYM
easat-3147	204	5	5253	5253	NUM
easat-3147	204	6	,	,	PUNCT
easat-3147	204	7	2024	2024	NUM
easat-3147	204	8	doi	doi	NOUN
easat-3147	204	9	:	:	PUNCT
easat-3147	204	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	204	11	©	©	PROPN
easat-3147	204	12	2024	2024	NUM
easat-3147	204	13	by	by	ADP
easat-3147	204	14	the	the	DET
easat-3147	204	15	authors	author	NOUN
easat-3147	204	16	;	;	PUNCT
easat-3147	204	17	licensee	licensee	PROPN
easat-3147	204	18	learning	learning	NOUN
easat-3147	204	19	gate	gate	VERB
easat-3147	204	20	1.5	1.5	NUM
easat-3147	204	21	2.5	2.5	NUM
easat-3147	204	22	3.5	3.5	NUM
easat-3147	204	23	0.1735	0.1735	NUM
easat-3147	204	24	0.1612	0.1612	NUM
easat-3147	204	25	0.1547	0.1547	NUM
easat-3147	204	26	0.1658	0.1658	NUM
easat-3147	204	27	0.1545	0.1545	NUM
easat-3147	204	28	0.1485	0.1485	NUM
easat-3147	204	29	1.5	1.5	NUM
easat-3147	204	30	2.0	2.0	NUM
easat-3147	204	31	2.5	2.5	NUM
easat-3147	204	32	0.2753	0.2753	NUM
easat-3147	205	1	0.3132	0.3132	NUM
easat-3147	205	2	0.3216	0.3216	NUM
easat-3147	205	3	0.2701	0.2701	NUM
easat-3147	205	4	0.2910	0.2910	NUM
easat-3147	205	5	0.3098	0.3098	NUM
easat-3147	205	6	figure	figure	NOUN
easat-3147	205	7	4	4	NUM
easat-3147	205	8	shows	show	VERB
easat-3147	205	9	the	the	DET
easat-3147	205	10	impact	impact	NOUN
easat-3147	205	11	of	of	ADP
easat-3147	205	12	magnetic	magnetic	ADJ
easat-3147	205	13	parameter	parameter	NOUN
easat-3147	205	14	𝑀	𝑀	PROPN
easat-3147	205	15	on	on	ADP
easat-3147	205	16	velocity	velocity	NOUN
easat-3147	205	17	profile	profile	NOUN
easat-3147	205	18	for	for	ADP
easat-3147	205	19	both	both	DET
easat-3147	205	20	conditions	condition	NOUN
easat-3147	205	21	shearthinning	shearthinning	NOUN
easat-3147	205	22	and	and	CCONJ
easat-3147	205	23	shear	shear	NOUN
easat-3147	205	24	-	-	PUNCT
easat-3147	205	25	thickening	thickening	NOUN
easat-3147	205	26	fluids	fluid	NOUN
easat-3147	205	27	(	(	PUNCT
easat-3147	205	28	𝑚	𝑚	NOUN
easat-3147	205	29	=	=	SYM
easat-3147	205	30	0.5	0.5	NUM
easat-3147	205	31	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	205	32	𝑚	𝑚	X
easat-3147	205	33	=	=	SYM
easat-3147	205	34	2.0	2.0	NUM
easat-3147	205	35	)	)	PUNCT
easat-3147	205	36	.	.	PUNCT
easat-3147	206	1	the	the	DET
easat-3147	206	2	sisko	sisko	PROPN
easat-3147	206	3	fluid	fluid	PROPN
easat-3147	206	4	's	's	PART
easat-3147	206	5	velocity	velocity	NOUN
easat-3147	206	6	decreases	decrease	VERB
easat-3147	206	7	with	with	ADP
easat-3147	206	8	increasing	increase	VERB
easat-3147	206	9	magnetic	magnetic	ADJ
easat-3147	206	10	parameter	parameter	NOUN
easat-3147	206	11	.	.	PUNCT
easat-3147	207	1	growing	grow	VERB
easat-3147	207	2	values	value	NOUN
easat-3147	207	3	of	of	ADP
easat-3147	207	4	the	the	DET
easat-3147	207	5	magnetic	magnetic	ADJ
easat-3147	207	6	parameter	parameter	NOUN
easat-3147	207	7	reduce	reduce	VERB
easat-3147	207	8	the	the	DET
easat-3147	207	9	fluid	fluid	NOUN
easat-3147	207	10	's	's	PART
easat-3147	207	11	velocity	velocity	NOUN
easat-3147	207	12	by	by	ADP
easat-3147	207	13	acting	act	VERB
easat-3147	207	14	as	as	ADP
easat-3147	207	15	a	a	DET
easat-3147	207	16	resistive	resistive	ADJ
easat-3147	207	17	force	force	NOUN
easat-3147	207	18	in	in	ADP
easat-3147	207	19	the	the	DET
easat-3147	207	20	flow	flow	NOUN
easat-3147	207	21	known	know	VERB
easat-3147	207	22	as	as	ADP
easat-3147	207	23	the	the	DET
easat-3147	207	24	lorentz	lorentz	PROPN
easat-3147	207	25	force	force	NOUN
easat-3147	207	26	.	.	PUNCT
easat-3147	208	1	from	from	ADP
easat-3147	208	2	a	a	DET
easat-3147	208	3	physical	physical	ADJ
easat-3147	208	4	perspective	perspective	NOUN
easat-3147	208	5	,	,	PUNCT
easat-3147	208	6	the	the	DET
easat-3147	208	7	magnetic	magnetic	ADJ
easat-3147	208	8	parameter	parameter	NOUN
easat-3147	208	9	affects	affect	VERB
easat-3147	208	10	the	the	DET
easat-3147	208	11	lorentz	lorentz	PROPN
easat-3147	208	12	force	force	NOUN
easat-3147	208	13	,	,	PUNCT
easat-3147	208	14	which	which	PRON
easat-3147	208	15	defines	define	VERB
easat-3147	208	16	the	the	DET
easat-3147	208	17	characteristics	characteristic	NOUN
easat-3147	208	18	of	of	ADP
easat-3147	208	19	fluid	fluid	ADJ
easat-3147	208	20	motion	motion	NOUN
easat-3147	208	21	in	in	ADP
easat-3147	208	22	the	the	DET
easat-3147	208	23	flow	flow	NOUN
easat-3147	208	24	system	system	NOUN
easat-3147	208	25	.	.	PUNCT
easat-3147	209	1	figure	figure	VERB
easat-3147	209	2	4	4	NUM
easat-3147	209	3	.	.	PUNCT
easat-3147	209	4	variation	variation	NOUN
easat-3147	209	5	in	in	ADP
easat-3147	209	6	𝑓′(𝜍	𝑓′(𝜍	PROPN
easat-3147	209	7	)	)	PUNCT
easat-3147	209	8	with	with	ADP
easat-3147	209	9	𝑀	𝑀	PROPN
easat-3147	209	10	at	at	ADP
easat-3147	209	11	shear	shear	NOUN
easat-3147	209	12	rates	rate	NOUN
easat-3147	209	13	𝑚	𝑚	NOUN
easat-3147	209	14	=	=	SYM
easat-3147	209	15	0.5	0.5	NUM
easat-3147	209	16	and	and	CCONJ
easat-3147	209	17	𝑚	𝑚	X
easat-3147	209	18	=	=	SYM
easat-3147	209	19	2.0	2.0	NUM
easat-3147	209	20	.	.	PUNCT
easat-3147	210	1	figure	figure	NOUN
easat-3147	210	2	5	5	NUM
easat-3147	210	3	illustrates	illustrate	VERB
easat-3147	210	4	the	the	DET
easat-3147	210	5	impact	impact	NOUN
easat-3147	210	6	of	of	ADP
easat-3147	210	7	the	the	DET
easat-3147	210	8	buoyancy	buoyancy	NOUN
easat-3147	210	9	ratio	ratio	NOUN
easat-3147	210	10	factor	factor	NOUN
easat-3147	210	11	𝑁𝑟	𝑁𝑟	PROPN
easat-3147	210	12	on	on	ADP
easat-3147	210	13	the	the	DET
easat-3147	210	14	velocity	velocity	NOUN
easat-3147	210	15	profile	profile	NOUN
easat-3147	210	16	for	for	ADP
easat-3147	210	17	both	both	PRON
easat-3147	210	18	shearthinning	shearthinning	NOUN
easat-3147	210	19	and	and	CCONJ
easat-3147	210	20	shear	shear	NOUN
easat-3147	210	21	-	-	PUNCT
easat-3147	210	22	thickening	thickening	NOUN
easat-3147	210	23	fluids	fluid	NOUN
easat-3147	210	24	(	(	PUNCT
easat-3147	210	25	𝑚	𝑚	NOUN
easat-3147	210	26	=	=	SYM
easat-3147	210	27	0.5	0.5	NUM
easat-3147	210	28	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	210	29	𝑚	𝑚	NOUN
easat-3147	210	30	=	=	SYM
easat-3147	210	31	2.0).the	2.0).the	PRON
easat-3147	210	32	sisko	sisko	PROPN
easat-3147	210	33	fluid	fluid	ADJ
easat-3147	210	34	velocity	velocity	NOUN
easat-3147	210	35	decreases	decrease	VERB
easat-3147	210	36	as	as	ADP
easat-3147	210	37	the	the	DET
easat-3147	210	38	values	value	NOUN
easat-3147	210	39	of	of	ADP
easat-3147	210	40	the	the	DET
easat-3147	210	41	buoyancy	buoyancy	NOUN
easat-3147	210	42	ratio	ratio	NOUN
easat-3147	210	43	parameter	parameter	NOUN
easat-3147	210	44	𝑁𝑟	𝑁𝑟	PROPN
easat-3147	210	45	increase	increase	NOUN
easat-3147	210	46	.	.	PUNCT
easat-3147	211	1	5247	5247	NUM
easat-3147	211	2	edelweiss	edelweiss	PROPN
easat-3147	211	3	applied	apply	VERB
easat-3147	211	4	science	science	NOUN
easat-3147	211	5	and	and	CCONJ
easat-3147	211	6	technology	technology	NOUN
easat-3147	211	7	issn	issn	PROPN
easat-3147	211	8	:	:	PUNCT
easat-3147	211	9	2576	2576	NUM
easat-3147	211	10	-	-	SYM
easat-3147	211	11	8484	8484	NUM
easat-3147	211	12	vol	vol	NOUN
easat-3147	211	13	.	.	PROPN
easat-3147	211	14	8	8	NUM
easat-3147	211	15	,	,	PUNCT
easat-3147	211	16	no	no	INTJ
easat-3147	211	17	.	.	NOUN
easat-3147	212	1	6	6	NUM
easat-3147	212	2	:	:	SYM
easat-3147	212	3	5236	5236	NUM
easat-3147	212	4	-	-	SYM
easat-3147	212	5	5253	5253	NUM
easat-3147	212	6	,	,	PUNCT
easat-3147	212	7	2024	2024	NUM
easat-3147	212	8	doi	doi	NOUN
easat-3147	212	9	:	:	PUNCT
easat-3147	212	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	212	11	©	©	PROPN
easat-3147	212	12	2024	2024	NUM
easat-3147	212	13	by	by	ADP
easat-3147	212	14	the	the	DET
easat-3147	212	15	authors	author	NOUN
easat-3147	212	16	;	;	PUNCT
easat-3147	212	17	licensee	licensee	PROPN
easat-3147	212	18	learning	learn	VERB
easat-3147	212	19	gate	gate	PROPN
easat-3147	212	20	figure	figure	NOUN
easat-3147	212	21	5	5	NUM
easat-3147	212	22	.	.	PUNCT
easat-3147	212	23	variation	variation	NOUN
easat-3147	212	24	in	in	ADP
easat-3147	212	25	𝑓′(𝜍	𝑓′(𝜍	PROPN
easat-3147	212	26	)	)	PUNCT
easat-3147	212	27	with	with	ADP
easat-3147	212	28	𝑁𝑟	𝑁𝑟	PROPN
easat-3147	212	29	at	at	ADP
easat-3147	212	30	shear	shear	NOUN
easat-3147	212	31	rates	rate	NOUN
easat-3147	212	32	𝑚	𝑚	NOUN
easat-3147	212	33	=	=	SYM
easat-3147	212	34	0.5	0.5	NUM
easat-3147	212	35	and	and	CCONJ
easat-3147	212	36	𝑚	𝑚	X
easat-3147	212	37	=	=	SYM
easat-3147	212	38	2.0	2.0	NUM
easat-3147	212	39	.	.	PUNCT
easat-3147	213	1	figure	figure	NOUN
easat-3147	213	2	6	6	NUM
easat-3147	213	3	demonstrates	demonstrate	VERB
easat-3147	213	4	the	the	DET
easat-3147	213	5	effect	effect	NOUN
easat-3147	213	6	of	of	ADP
easat-3147	213	7	the	the	DET
easat-3147	213	8	mixed	mixed	ADJ
easat-3147	213	9	convection	convection	NOUN
easat-3147	213	10	parameter	parameter	NOUN
easat-3147	213	11	𝛽	𝛽	PROPN
easat-3147	213	12	on	on	ADP
easat-3147	213	13	the	the	DET
easat-3147	213	14	velocity	velocity	NOUN
easat-3147	213	15	field	field	NOUN
easat-3147	213	16	,	,	PUNCT
easat-3147	213	17	showing	show	VERB
easat-3147	213	18	that	that	SCONJ
easat-3147	213	19	an	an	DET
easat-3147	213	20	increase	increase	NOUN
easat-3147	213	21	in	in	ADP
easat-3147	213	22	this	this	DET
easat-3147	213	23	parameter	parameter	NOUN
easat-3147	213	24	improves	improve	VERB
easat-3147	213	25	the	the	DET
easat-3147	213	26	velocity	velocity	NOUN
easat-3147	213	27	field	field	NOUN
easat-3147	213	28	for	for	ADP
easat-3147	213	29	both	both	DET
easat-3147	213	30	values	value	NOUN
easat-3147	213	31	(	(	PUNCT
easat-3147	213	32	𝑚	𝑚	NOUN
easat-3147	213	33	=	=	SYM
easat-3147	213	34	0.5	0.5	NUM
easat-3147	213	35	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	213	36	𝑚	𝑚	X
easat-3147	213	37	=	=	SYM
easat-3147	213	38	2.0	2.0	NUM
easat-3147	213	39	)	)	PUNCT
easat-3147	213	40	.	.	PUNCT
easat-3147	214	1	figure	figure	VERB
easat-3147	214	2	6	6	NUM
easat-3147	214	3	.	.	PUNCT
easat-3147	214	4	variation	variation	NOUN
easat-3147	214	5	in	in	ADP
easat-3147	214	6	𝑓′(𝜍	𝑓′(𝜍	PROPN
easat-3147	214	7	)	)	PUNCT
easat-3147	214	8	with	with	ADP
easat-3147	214	9	𝛽	𝛽	NOUN
easat-3147	214	10	at	at	ADP
easat-3147	214	11	shear	shear	NOUN
easat-3147	214	12	rates	rate	NOUN
easat-3147	214	13	𝑚	𝑚	NOUN
easat-3147	214	14	=	=	SYM
easat-3147	214	15	0.5	0.5	NUM
easat-3147	214	16	and	and	CCONJ
easat-3147	214	17	𝑚	𝑚	X
easat-3147	214	18	=	=	SYM
easat-3147	214	19	2.0	2.0	NUM
easat-3147	214	20	.	.	PUNCT
easat-3147	215	1	figure	figure	VERB
easat-3147	215	2	7	7	NUM
easat-3147	215	3	depicts	depict	VERB
easat-3147	215	4	the	the	DET
easat-3147	215	5	effect	effect	NOUN
easat-3147	215	6	of	of	ADP
easat-3147	215	7	the	the	DET
easat-3147	215	8	thermal	thermal	ADJ
easat-3147	215	9	stratification	stratification	NOUN
easat-3147	215	10	biot	biot	NOUN
easat-3147	215	11	number	number	NOUN
easat-3147	215	12	𝐴1	𝐴1	PROPN
easat-3147	215	13	on	on	ADP
easat-3147	215	14	temperature	temperature	NOUN
easat-3147	215	15	distribution	distribution	NOUN
easat-3147	215	16	.	.	PUNCT
easat-3147	216	1	it	it	PRON
easat-3147	216	2	is	be	AUX
easat-3147	216	3	shown	show	VERB
easat-3147	216	4	that	that	SCONJ
easat-3147	216	5	both	both	PRON
easat-3147	216	6	shear	shear	NOUN
easat-3147	216	7	-	-	PUNCT
easat-3147	216	8	thinning	thin	VERB
easat-3147	216	9	and	and	CCONJ
easat-3147	216	10	shear	shear	NOUN
easat-3147	216	11	-	-	PUNCT
easat-3147	216	12	thickening	thickening	NOUN
easat-3147	216	13	fluids	fluid	NOUN
easat-3147	216	14	(	(	PUNCT
easat-3147	216	15	m=0.5	m=0.5	NOUN
easat-3147	216	16	and	and	CCONJ
easat-3147	216	17	m=2.0	m=2.0	NOUN
easat-3147	216	18	)	)	PUNCT
easat-3147	216	19	have	have	VERB
easat-3147	216	20	a	a	DET
easat-3147	216	21	better	well	ADJ
easat-3147	216	22	temperature	temperature	NOUN
easat-3147	216	23	distribution	distribution	NOUN
easat-3147	216	24	when	when	SCONJ
easat-3147	216	25	the	the	DET
easat-3147	216	26	thermal	thermal	ADJ
easat-3147	216	27	stratification	stratification	NOUN
easat-3147	216	28	biot	biot	NOUN
easat-3147	216	29	number	number	NOUN
easat-3147	216	30	rises	rise	VERB
easat-3147	216	31	.	.	PUNCT
easat-3147	217	1	5248	5248	NUM
easat-3147	217	2	edelweiss	edelweiss	PROPN
easat-3147	217	3	applied	apply	VERB
easat-3147	217	4	science	science	NOUN
easat-3147	217	5	and	and	CCONJ
easat-3147	217	6	technology	technology	NOUN
easat-3147	217	7	issn	issn	PROPN
easat-3147	217	8	:	:	PUNCT
easat-3147	217	9	2576	2576	NUM
easat-3147	217	10	-	-	SYM
easat-3147	217	11	8484	8484	NUM
easat-3147	217	12	vol	vol	NOUN
easat-3147	217	13	.	.	PROPN
easat-3147	217	14	8	8	NUM
easat-3147	217	15	,	,	PUNCT
easat-3147	217	16	no	no	INTJ
easat-3147	217	17	.	.	NOUN
easat-3147	218	1	6	6	NUM
easat-3147	218	2	:	:	SYM
easat-3147	218	3	5236	5236	NUM
easat-3147	218	4	-	-	SYM
easat-3147	218	5	5253	5253	NUM
easat-3147	218	6	,	,	PUNCT
easat-3147	218	7	2024	2024	NUM
easat-3147	218	8	doi	doi	NOUN
easat-3147	218	9	:	:	PUNCT
easat-3147	218	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	218	11	©	©	PROPN
easat-3147	218	12	2024	2024	NUM
easat-3147	218	13	by	by	ADP
easat-3147	218	14	the	the	DET
easat-3147	218	15	authors	author	NOUN
easat-3147	218	16	;	;	PUNCT
easat-3147	218	17	licensee	licensee	PROPN
easat-3147	218	18	learning	learn	VERB
easat-3147	218	19	gate	gate	NOUN
easat-3147	218	20	figure	figure	NOUN
easat-3147	218	21	7	7	NUM
easat-3147	218	22	.	.	PUNCT
easat-3147	218	23	variation	variation	NOUN
easat-3147	218	24	in	in	ADP
easat-3147	218	25	𝜃(𝜍	𝜃(𝜍	NOUN
easat-3147	218	26	)	)	PUNCT
easat-3147	218	27	with	with	ADP
easat-3147	218	28	𝐴1	𝐴1	PROPN
easat-3147	218	29	at	at	ADP
easat-3147	218	30	shear	shear	NOUN
easat-3147	218	31	rates	rate	NOUN
easat-3147	218	32	𝑚	𝑚	NOUN
easat-3147	218	33	=	=	SYM
easat-3147	218	34	0.5	0.5	NUM
easat-3147	218	35	and	and	CCONJ
easat-3147	218	36	𝑚	𝑚	X
easat-3147	218	37	=	=	SYM
easat-3147	218	38	2.0	2.0	NUM
easat-3147	218	39	.	.	PUNCT
easat-3147	219	1	figure	figure	NOUN
easat-3147	219	2	8	8	NUM
easat-3147	219	3	represents	represent	VERB
easat-3147	219	4	the	the	DET
easat-3147	219	5	behaviour	behaviour	NOUN
easat-3147	219	6	of	of	ADP
easat-3147	219	7	dufour	dufour	PROPN
easat-3147	219	8	effect	effect	NOUN
easat-3147	219	9	parameter	parameter	NOUN
easat-3147	219	10	𝐷𝑓	𝐷𝑓	PROPN
easat-3147	219	11	on	on	ADP
easat-3147	219	12	temperature	temperature	NOUN
easat-3147	219	13	profile	profile	NOUN
easat-3147	219	14	for	for	ADP
easat-3147	219	15	both	both	DET
easat-3147	219	16	cases	case	NOUN
easat-3147	219	17	(	(	PUNCT
easat-3147	219	18	𝑚	𝑚	NOUN
easat-3147	219	19	=	=	SYM
easat-3147	219	20	0.5	0.5	NUM
easat-3147	219	21	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-3147	219	22	𝑚	𝑚	NOUN
easat-3147	219	23	=	=	SYM
easat-3147	219	24	2.0).higher	2.0).higher	NUM
easat-3147	219	25	dufour	dufour	PROPN
easat-3147	219	26	effect	effect	NOUN
easat-3147	219	27	parameter	parameter	NOUN
easat-3147	219	28	boosts	boost	VERB
easat-3147	219	29	the	the	DET
easat-3147	219	30	energy	energy	NOUN
easat-3147	219	31	flux	flux	NOUN
easat-3147	219	32	caused	cause	VERB
easat-3147	219	33	by	by	ADP
easat-3147	219	34	concentration	concentration	NOUN
easat-3147	219	35	differences	difference	NOUN
easat-3147	219	36	.	.	PUNCT
easat-3147	220	1	this	this	DET
easat-3147	220	2	effect	effect	NOUN
easat-3147	220	3	is	be	AUX
easat-3147	220	4	most	most	ADV
easat-3147	220	5	noticeable	noticeable	ADJ
easat-3147	220	6	when	when	SCONJ
easat-3147	220	7	irreversible	irreversible	ADJ
easat-3147	220	8	processes	process	NOUN
easat-3147	220	9	are	be	AUX
easat-3147	220	10	present	present	ADJ
easat-3147	220	11	,	,	PUNCT
easat-3147	220	12	leading	lead	VERB
easat-3147	220	13	to	to	ADP
easat-3147	220	14	changes	change	NOUN
easat-3147	220	15	in	in	ADP
easat-3147	220	16	the	the	DET
easat-3147	220	17	temperature	temperature	NOUN
easat-3147	220	18	profile	profile	NOUN
easat-3147	220	19	due	due	ADP
easat-3147	220	20	to	to	ADP
easat-3147	220	21	variations	variation	NOUN
easat-3147	220	22	in	in	ADP
easat-3147	220	23	concentration	concentration	NOUN
easat-3147	220	24	.	.	PUNCT
easat-3147	221	1	figure	figure	NOUN
easat-3147	221	2	8	8	NUM
easat-3147	221	3	.	.	PUNCT
easat-3147	222	1	variation	variation	NOUN
easat-3147	222	2	in	in	ADP
easat-3147	222	3	𝜃(𝜍	𝜃(𝜍	NOUN
easat-3147	222	4	)	)	PUNCT
easat-3147	222	5	with	with	ADP
easat-3147	222	6	𝐷𝑓	𝐷𝑓	PROPN
easat-3147	222	7	at	at	ADP
easat-3147	222	8	shear	shear	NOUN
easat-3147	222	9	rates	rate	NOUN
easat-3147	222	10	𝑚	𝑚	NOUN
easat-3147	222	11	=	=	SYM
easat-3147	222	12	0.5	0.5	NUM
easat-3147	222	13	and	and	CCONJ
easat-3147	222	14	𝑚	𝑚	X
easat-3147	222	15	=	=	SYM
easat-3147	222	16	2.0	2.0	NUM
easat-3147	222	17	.	.	PUNCT
easat-3147	223	1	figure	figure	NOUN
easat-3147	223	2	9	9	NUM
easat-3147	223	3	signifies	signifie	NOUN
easat-3147	223	4	the	the	DET
easat-3147	223	5	features	feature	NOUN
easat-3147	223	6	of	of	ADP
easat-3147	223	7	brownian	brownian	ADJ
easat-3147	223	8	motion	motion	NOUN
easat-3147	223	9	parameter	parameter	NOUN
easat-3147	223	10	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	223	11	on	on	ADP
easat-3147	223	12	the	the	DET
easat-3147	223	13	temperature	temperature	NOUN
easat-3147	223	14	profile	profile	NOUN
easat-3147	223	15	for	for	ADP
easat-3147	223	16	both	both	PRON
easat-3147	223	17	shear	shear	NOUN
easat-3147	223	18	-	-	PUNCT
easat-3147	223	19	thinning	thin	VERB
easat-3147	223	20	and	and	CCONJ
easat-3147	223	21	shear	shear	NOUN
easat-3147	223	22	-	-	PUNCT
easat-3147	223	23	thickening	thickening	NOUN
easat-3147	223	24	fluids	fluid	NOUN
easat-3147	223	25	(	(	PUNCT
easat-3147	223	26	𝑚	𝑚	NOUN
easat-3147	223	27	=	=	SYM
easat-3147	223	28	0.5	0.5	NUM
easat-3147	223	29	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	223	30	𝑚	𝑚	X
easat-3147	223	31	=	=	SYM
easat-3147	223	32	2.0	2.0	NUM
easat-3147	223	33	)	)	PUNCT
easat-3147	223	34	.	.	PUNCT
easat-3147	224	1	as	as	ADP
easat-3147	224	2	the	the	DET
easat-3147	224	3	brownian	brownian	ADJ
easat-3147	224	4	motion	motion	NOUN
easat-3147	224	5	parameter	parameter	NOUN
easat-3147	224	6	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	224	7	increases	increase	NOUN
easat-3147	224	8	,	,	PUNCT
easat-3147	224	9	the	the	DET
easat-3147	224	10	random	random	ADJ
easat-3147	224	11	motion	motion	NOUN
easat-3147	224	12	of	of	ADP
easat-3147	224	13	fluid	fluid	ADJ
easat-3147	224	14	particles	particle	NOUN
easat-3147	224	15	intensifies	intensifie	NOUN
easat-3147	224	16	,	,	PUNCT
easat-3147	224	17	leading	lead	VERB
easat-3147	224	18	to	to	ADP
easat-3147	224	19	greater	great	ADJ
easat-3147	224	20	layer	layer	NOUN
easat-3147	224	21	thickness	thickness	NOUN
easat-3147	224	22	.	.	PUNCT
easat-3147	225	1	brownian	brownian	ADJ
easat-3147	225	2	motion	motion	NOUN
easat-3147	225	3	,	,	PUNCT
easat-3147	225	4	which	which	PRON
easat-3147	225	5	refers	refer	VERB
easat-3147	225	6	to	to	ADP
easat-3147	225	7	the	the	DET
easat-3147	225	8	random	random	ADJ
easat-3147	225	9	movement	movement	NOUN
easat-3147	225	10	of	of	ADP
easat-3147	225	11	suspended	suspend	VERB
easat-3147	225	12	particles	particle	NOUN
easat-3147	225	13	in	in	ADP
easat-3147	225	14	a	a	DET
easat-3147	225	15	fluid	fluid	NOUN
easat-3147	225	16	,	,	PUNCT
easat-3147	225	17	causes	cause	VERB
easat-3147	225	18	the	the	DET
easat-3147	225	19	temperature	temperature	NOUN
easat-3147	225	20	of	of	ADP
easat-3147	225	21	the	the	DET
easat-3147	225	22	sisko	sisko	PROPN
easat-3147	225	23	fluid	fluid	NOUN
easat-3147	225	24	to	to	PART
easat-3147	225	25	rise	rise	VERB
easat-3147	225	26	due	due	ADP
easat-3147	225	27	to	to	ADP
easat-3147	225	28	interaction	interaction	NOUN
easat-3147	225	29	between	between	ADP
easat-3147	225	30	these	these	DET
easat-3147	225	31	particles	particle	NOUN
easat-3147	225	32	.	.	PUNCT
easat-3147	226	1	this	this	DET
easat-3147	226	2	results	result	VERB
easat-3147	226	3	in	in	ADP
easat-3147	226	4	an	an	DET
easat-3147	226	5	enhanced	enhanced	ADJ
easat-3147	226	6	temperature	temperature	NOUN
easat-3147	226	7	profile	profile	NOUN
easat-3147	226	8	.	.	PUNCT
easat-3147	227	1	5249	5249	NUM
easat-3147	227	2	edelweiss	edelweiss	PROPN
easat-3147	227	3	applied	apply	VERB
easat-3147	227	4	science	science	NOUN
easat-3147	227	5	and	and	CCONJ
easat-3147	227	6	technology	technology	NOUN
easat-3147	227	7	issn	issn	PROPN
easat-3147	227	8	:	:	PUNCT
easat-3147	227	9	2576	2576	NUM
easat-3147	227	10	-	-	SYM
easat-3147	227	11	8484	8484	NUM
easat-3147	227	12	vol	vol	NOUN
easat-3147	227	13	.	.	PROPN
easat-3147	227	14	8	8	NUM
easat-3147	227	15	,	,	PUNCT
easat-3147	227	16	no	no	INTJ
easat-3147	227	17	.	.	NOUN
easat-3147	228	1	6	6	NUM
easat-3147	228	2	:	:	SYM
easat-3147	228	3	5236	5236	NUM
easat-3147	228	4	-	-	SYM
easat-3147	228	5	5253	5253	NUM
easat-3147	228	6	,	,	PUNCT
easat-3147	228	7	2024	2024	NUM
easat-3147	228	8	doi	doi	NOUN
easat-3147	228	9	:	:	PUNCT
easat-3147	228	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	228	11	©	©	PROPN
easat-3147	228	12	2024	2024	NUM
easat-3147	228	13	by	by	ADP
easat-3147	228	14	the	the	DET
easat-3147	228	15	authors	author	NOUN
easat-3147	228	16	;	;	PUNCT
easat-3147	228	17	licensee	licensee	PROPN
easat-3147	228	18	learning	learn	VERB
easat-3147	228	19	gate	gate	NOUN
easat-3147	228	20	figure	figure	NOUN
easat-3147	228	21	9	9	NUM
easat-3147	228	22	.	.	PUNCT
easat-3147	228	23	variation	variation	NOUN
easat-3147	228	24	in	in	ADP
easat-3147	228	25	𝜃(𝜍	𝜃(𝜍	NOUN
easat-3147	228	26	)	)	PUNCT
easat-3147	228	27	with	with	ADP
easat-3147	228	28	𝑁𝑏	𝑁𝑏	PROPN
easat-3147	228	29	at	at	ADP
easat-3147	228	30	shear	shear	NOUN
easat-3147	228	31	rates	rate	NOUN
easat-3147	228	32	𝑚	𝑚	NOUN
easat-3147	228	33	=	=	SYM
easat-3147	228	34	0.5	0.5	NUM
easat-3147	228	35	and	and	CCONJ
easat-3147	228	36	𝑚	𝑚	X
easat-3147	228	37	=	=	SYM
easat-3147	228	38	2.0	2.0	NUM
easat-3147	228	39	.	.	PUNCT
easat-3147	229	1	figure	figure	NOUN
easat-3147	229	2	10	10	NUM
easat-3147	229	3	examine	examine	VERB
easat-3147	229	4	the	the	DET
easat-3147	229	5	behaviour	behaviour	NOUN
easat-3147	229	6	of	of	ADP
easat-3147	229	7	prandtl	prandtl	NOUN
easat-3147	229	8	number	number	NOUN
easat-3147	229	9	𝑃𝑟	𝑃𝑟	PROPN
easat-3147	229	10	on	on	ADP
easat-3147	229	11	the	the	DET
easat-3147	229	12	concentration	concentration	NOUN
easat-3147	229	13	profile	profile	NOUN
easat-3147	229	14	for	for	ADP
easat-3147	229	15	both	both	PRON
easat-3147	229	16	shearthinning	shearthinning	NOUN
easat-3147	229	17	and	and	CCONJ
easat-3147	229	18	shear	shear	NOUN
easat-3147	229	19	-	-	PUNCT
easat-3147	229	20	thickening	thickening	NOUN
easat-3147	229	21	fluids	fluid	NOUN
easat-3147	229	22	(	(	PUNCT
easat-3147	229	23	𝑚	𝑚	NOUN
easat-3147	229	24	=	=	SYM
easat-3147	229	25	0.5	0.5	NUM
easat-3147	229	26	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	229	27	𝑚	𝑚	X
easat-3147	229	28	=	=	SYM
easat-3147	229	29	2.0	2.0	NUM
easat-3147	229	30	)	)	PUNCT
easat-3147	229	31	.	.	PUNCT
easat-3147	230	1	it	it	PRON
easat-3147	230	2	is	be	AUX
easat-3147	230	3	observed	observe	VERB
easat-3147	230	4	that	that	SCONJ
easat-3147	230	5	the	the	DET
easat-3147	230	6	concentration	concentration	NOUN
easat-3147	230	7	distribution	distribution	NOUN
easat-3147	230	8	decreases	decrease	VERB
easat-3147	230	9	as	as	SCONJ
easat-3147	230	10	the	the	DET
easat-3147	230	11	prandtl	prandtl	NOUN
easat-3147	230	12	number	number	NOUN
easat-3147	230	13	increases	increase	VERB
easat-3147	230	14	in	in	ADP
easat-3147	230	15	both	both	DET
easat-3147	230	16	types	type	NOUN
easat-3147	230	17	of	of	ADP
easat-3147	230	18	fluids	fluid	NOUN
easat-3147	230	19	.	.	PUNCT
easat-3147	231	1	figure	figure	NOUN
easat-3147	231	2	10	10	NUM
easat-3147	231	3	.	.	PUNCT
easat-3147	232	1	variation	variation	NOUN
easat-3147	232	2	in	in	ADP
easat-3147	232	3	𝜙(𝜍	𝜙(𝜍	PROPN
easat-3147	232	4	)	)	PUNCT
easat-3147	232	5	with	with	ADP
easat-3147	232	6	𝑃𝑟	𝑃𝑟	PROPN
easat-3147	232	7	at	at	ADP
easat-3147	232	8	shear	shear	NOUN
easat-3147	232	9	rates	rate	NOUN
easat-3147	232	10	𝑚	𝑚	NOUN
easat-3147	232	11	=	=	SYM
easat-3147	232	12	0.5	0.5	NUM
easat-3147	232	13	and	and	CCONJ
easat-3147	232	14	𝑚	𝑚	X
easat-3147	232	15	=	=	SYM
easat-3147	232	16	2.0	2.0	NUM
easat-3147	232	17	.	.	PUNCT
easat-3147	233	1	figure	figure	NOUN
easat-3147	233	2	11	11	NUM
easat-3147	233	3	shows	show	VERB
easat-3147	233	4	the	the	DET
easat-3147	233	5	soret	soret	NOUN
easat-3147	233	6	effect	effect	NOUN
easat-3147	234	1	parameter	parameter	NOUN
easat-3147	234	2	𝑆𝑟	𝑆𝑟	NOUN
easat-3147	234	3	on	on	ADP
easat-3147	234	4	the	the	DET
easat-3147	234	5	concentration	concentration	NOUN
easat-3147	234	6	profile	profile	NOUN
easat-3147	234	7	for	for	ADP
easat-3147	234	8	both	both	DET
easat-3147	234	9	cases	case	NOUN
easat-3147	234	10	(	(	PUNCT
easat-3147	234	11	𝑚	𝑚	NOUN
easat-3147	234	12	=	=	SYM
easat-3147	234	13	0.5	0.5	NUM
easat-3147	234	14	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	234	15	𝑚	𝑚	X
easat-3147	234	16	=	=	SYM
easat-3147	234	17	2.0	2.0	NUM
easat-3147	234	18	)	)	PUNCT
easat-3147	234	19	.	.	PUNCT
easat-3147	235	1	the	the	DET
easat-3147	235	2	concentration	concentration	NOUN
easat-3147	235	3	profile	profile	NOUN
easat-3147	235	4	turns	turn	VERB
easat-3147	235	5	up	up	ADP
easat-3147	235	6	for	for	ADP
easat-3147	235	7	higher	high	ADJ
easat-3147	235	8	values	value	NOUN
easat-3147	235	9	of	of	ADP
easat-3147	235	10	𝑆𝑟	𝑆𝑟	PROPN
easat-3147	235	11	,	,	PUNCT
easat-3147	235	12	because	because	SCONJ
easat-3147	235	13	mass	mass	ADJ
easat-3147	235	14	flux	flux	NOUN
easat-3147	235	15	caused	cause	VERB
easat-3147	235	16	by	by	ADP
easat-3147	235	17	temperature	temperature	NOUN
easat-3147	235	18	differences	difference	NOUN
easat-3147	235	19	.	.	PUNCT
easat-3147	236	1	5250	5250	NUM
easat-3147	236	2	edelweiss	edelweiss	PROPN
easat-3147	236	3	applied	apply	VERB
easat-3147	236	4	science	science	NOUN
easat-3147	236	5	and	and	CCONJ
easat-3147	236	6	technology	technology	NOUN
easat-3147	236	7	issn	issn	PROPN
easat-3147	236	8	:	:	PUNCT
easat-3147	236	9	2576	2576	NUM
easat-3147	236	10	-	-	SYM
easat-3147	236	11	8484	8484	NUM
easat-3147	236	12	vol	vol	NOUN
easat-3147	236	13	.	.	PROPN
easat-3147	236	14	8	8	NUM
easat-3147	236	15	,	,	PUNCT
easat-3147	236	16	no	no	INTJ
easat-3147	236	17	.	.	NOUN
easat-3147	237	1	6	6	NUM
easat-3147	237	2	:	:	SYM
easat-3147	237	3	5236	5236	NUM
easat-3147	237	4	-	-	SYM
easat-3147	237	5	5253	5253	NUM
easat-3147	237	6	,	,	PUNCT
easat-3147	237	7	2024	2024	NUM
easat-3147	237	8	doi	doi	NOUN
easat-3147	237	9	:	:	PUNCT
easat-3147	237	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	237	11	©	©	PROPN
easat-3147	237	12	2024	2024	NUM
easat-3147	237	13	by	by	ADP
easat-3147	237	14	the	the	DET
easat-3147	237	15	authors	author	NOUN
easat-3147	237	16	;	;	PUNCT
easat-3147	237	17	licensee	licensee	PROPN
easat-3147	237	18	learning	learn	VERB
easat-3147	237	19	gate	gate	PROPN
easat-3147	237	20	figure	figure	NOUN
easat-3147	237	21	11	11	NUM
easat-3147	237	22	.	.	PUNCT
easat-3147	238	1	variation	variation	NOUN
easat-3147	238	2	in	in	ADP
easat-3147	238	3	𝜙(𝜍	𝜙(𝜍	PROPN
easat-3147	238	4	)	)	PUNCT
easat-3147	238	5	with	with	ADP
easat-3147	238	6	𝑆𝑟	𝑆𝑟	PROPN
easat-3147	238	7	at	at	ADP
easat-3147	238	8	shear	shear	NOUN
easat-3147	238	9	rates	rate	NOUN
easat-3147	238	10	𝑚	𝑚	NOUN
easat-3147	238	11	=	=	SYM
easat-3147	238	12	0.5	0.5	NUM
easat-3147	238	13	and	and	CCONJ
easat-3147	238	14	𝑚	𝑚	X
easat-3147	238	15	=	=	SYM
easat-3147	238	16	2.0	2.0	NUM
easat-3147	238	17	.	.	PUNCT
easat-3147	239	1	figure	figure	NOUN
easat-3147	239	2	12	12	NUM
easat-3147	239	3	reflect	reflect	VERB
easat-3147	239	4	the	the	DET
easat-3147	239	5	results	result	NOUN
easat-3147	239	6	of	of	ADP
easat-3147	239	7	the	the	DET
easat-3147	239	8	biot	biot	ADJ
easat-3147	239	9	number	number	NOUN
easat-3147	239	10	of	of	ADP
easat-3147	239	11	microorganism	microorganism	NOUN
easat-3147	239	12	stratification	stratification	NOUN
easat-3147	239	13	𝐴3	𝐴3	PROPN
easat-3147	239	14	on	on	ADP
easat-3147	239	15	the	the	DET
easat-3147	239	16	microorganism	microorganism	NOUN
easat-3147	239	17	concentration	concentration	NOUN
easat-3147	239	18	field	field	NOUN
easat-3147	239	19	for	for	ADP
easat-3147	239	20	both	both	DET
easat-3147	239	21	shear	shear	NOUN
easat-3147	239	22	-	-	PUNCT
easat-3147	239	23	thinning	thin	VERB
easat-3147	239	24	and	and	CCONJ
easat-3147	239	25	shear	shear	NOUN
easat-3147	239	26	-	-	PUNCT
easat-3147	239	27	thickening	thickening	NOUN
easat-3147	239	28	fluids	fluid	NOUN
easat-3147	239	29	(	(	PUNCT
easat-3147	239	30	𝑚	𝑚	NOUN
easat-3147	239	31	=	=	SYM
easat-3147	239	32	0.5	0.5	NUM
easat-3147	239	33	𝑎𝑛𝑑	𝑎𝑛𝑑	NOUN
easat-3147	239	34	𝑚	𝑚	X
easat-3147	239	35	=	=	SYM
easat-3147	239	36	2.0	2.0	NUM
easat-3147	239	37	)	)	PUNCT
easat-3147	239	38	.	.	PUNCT
easat-3147	240	1	the	the	DET
easat-3147	240	2	findings	finding	NOUN
easat-3147	240	3	indicate	indicate	VERB
easat-3147	240	4	that	that	SCONJ
easat-3147	240	5	when	when	SCONJ
easat-3147	240	6	the	the	DET
easat-3147	240	7	microorganism	microorganism	NOUN
easat-3147	240	8	stratification	stratification	NOUN
easat-3147	240	9	biot	biot	NOUN
easat-3147	240	10	number	number	NOUN
easat-3147	240	11	increases	increase	NOUN
easat-3147	240	12	,	,	PUNCT
easat-3147	240	13	the	the	DET
easat-3147	240	14	microorganism	microorganism	NOUN
easat-3147	240	15	concentration	concentration	NOUN
easat-3147	240	16	field	field	NOUN
easat-3147	240	17	becomes	become	VERB
easat-3147	240	18	progressively	progressively	ADV
easat-3147	240	19	more	more	ADV
easat-3147	240	20	significant	significant	ADJ
easat-3147	240	21	.	.	PUNCT
easat-3147	241	1	figure	figure	NOUN
easat-3147	241	2	12	12	NUM
easat-3147	241	3	.	.	PUNCT
easat-3147	242	1	variation	variation	NOUN
easat-3147	242	2	in	in	ADP
easat-3147	242	3	𝜒(𝜍	𝜒(𝜍	PROPN
easat-3147	242	4	)	)	PUNCT
easat-3147	242	5	with	with	ADP
easat-3147	242	6	𝐴3	𝐴3	PROPN
easat-3147	242	7	at	at	ADP
easat-3147	242	8	shear	shear	NOUN
easat-3147	242	9	rates	rate	NOUN
easat-3147	242	10	𝑚	𝑚	NOUN
easat-3147	242	11	=	=	SYM
easat-3147	242	12	0.5	0.5	NUM
easat-3147	242	13	and	and	CCONJ
easat-3147	242	14	𝑚	𝑚	X
easat-3147	242	15	=	=	SYM
easat-3147	242	16	2.0	2.0	NUM
easat-3147	242	17	.	.	PUNCT
easat-3147	242	18	figure	figure	VERB
easat-3147	242	19	13	13	NUM
easat-3147	242	20	sketch	sketch	NOUN
easat-3147	242	21	to	to	PART
easat-3147	242	22	examine	examine	VERB
easat-3147	242	23	the	the	DET
easat-3147	242	24	nature	nature	NOUN
easat-3147	242	25	of	of	ADP
easat-3147	242	26	peclet	peclet	NOUN
easat-3147	242	27	number	number	NOUN
easat-3147	242	28	𝑃𝑒	𝑃𝑒	PROPN
easat-3147	242	29	on	on	ADP
easat-3147	242	30	the	the	DET
easat-3147	242	31	microorganism	microorganism	NOUN
easat-3147	242	32	’s	’s	PART
easat-3147	242	33	concentration	concentration	NOUN
easat-3147	242	34	of	of	ADP
easat-3147	242	35	nanoparticles	nanoparticle	NOUN
easat-3147	242	36	.	.	PUNCT
easat-3147	243	1	the	the	DET
easat-3147	243	2	graph	graph	NOUN
easat-3147	243	3	shows	show	VERB
easat-3147	243	4	that	that	SCONJ
easat-3147	243	5	increased	increase	VERB
easat-3147	243	6	peclet	peclet	NOUN
easat-3147	243	7	number	number	NOUN
easat-3147	243	8	leads	lead	VERB
easat-3147	243	9	to	to	PART
easat-3147	243	10	decrease	decrease	VERB
easat-3147	243	11	the	the	DET
easat-3147	243	12	dispersion	dispersion	NOUN
easat-3147	243	13	of	of	ADP
easat-3147	243	14	microorganisms	microorganism	NOUN
easat-3147	243	15	in	in	ADP
easat-3147	243	16	both	both	DET
easat-3147	243	17	shear	shear	NOUN
easat-3147	243	18	-	-	PUNCT
easat-3147	243	19	thinning	thin	VERB
easat-3147	243	20	and	and	CCONJ
easat-3147	243	21	shear	shear	NOUN
easat-3147	243	22	-	-	PUNCT
easat-3147	243	23	thickening	thickening	NOUN
easat-3147	243	24	fluids	fluid	NOUN
easat-3147	243	25	.	.	PUNCT
easat-3147	244	1	5251	5251	NUM
easat-3147	244	2	edelweiss	edelweiss	PROPN
easat-3147	244	3	applied	apply	VERB
easat-3147	244	4	science	science	NOUN
easat-3147	244	5	and	and	CCONJ
easat-3147	244	6	technology	technology	NOUN
easat-3147	244	7	issn	issn	PROPN
easat-3147	244	8	:	:	PUNCT
easat-3147	244	9	2576	2576	NUM
easat-3147	244	10	-	-	SYM
easat-3147	244	11	8484	8484	NUM
easat-3147	244	12	vol	vol	NOUN
easat-3147	244	13	.	.	PROPN
easat-3147	244	14	8	8	NUM
easat-3147	244	15	,	,	PUNCT
easat-3147	244	16	no	no	INTJ
easat-3147	244	17	.	.	NOUN
easat-3147	245	1	6	6	NUM
easat-3147	245	2	:	:	SYM
easat-3147	245	3	5236	5236	NUM
easat-3147	245	4	-	-	SYM
easat-3147	245	5	5253	5253	NUM
easat-3147	245	6	,	,	PUNCT
easat-3147	245	7	2024	2024	NUM
easat-3147	245	8	doi	doi	NOUN
easat-3147	245	9	:	:	PUNCT
easat-3147	245	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	245	11	©	©	PROPN
easat-3147	245	12	2024	2024	NUM
easat-3147	245	13	by	by	ADP
easat-3147	245	14	the	the	DET
easat-3147	245	15	authors	author	NOUN
easat-3147	245	16	;	;	PUNCT
easat-3147	245	17	licensee	licensee	PROPN
easat-3147	245	18	learning	learn	VERB
easat-3147	245	19	gate	gate	PROPN
easat-3147	245	20	figure	figure	NOUN
easat-3147	245	21	13	13	NUM
easat-3147	245	22	.	.	PUNCT
easat-3147	246	1	variation	variation	NOUN
easat-3147	246	2	in	in	ADP
easat-3147	246	3	𝜒(𝜍	𝜒(𝜍	NOUN
easat-3147	246	4	)	)	PUNCT
easat-3147	246	5	with	with	ADP
easat-3147	246	6	𝑃𝑒	𝑃𝑒	PROPN
easat-3147	246	7	at	at	ADP
easat-3147	246	8	shear	shear	NOUN
easat-3147	246	9	rates	rate	NOUN
easat-3147	246	10	𝑚	𝑚	NOUN
easat-3147	246	11	=	=	SYM
easat-3147	246	12	0.5	0.5	NUM
easat-3147	246	13	and	and	CCONJ
easat-3147	246	14	𝑚	𝑚	X
easat-3147	246	15	=	=	SYM
easat-3147	246	16	2.0	2.0	NUM
easat-3147	246	17	.	.	PUNCT
easat-3147	247	1	5	5	NUM
easat-3147	247	2	.	.	X
easat-3147	247	3	conclusion	conclusion	NOUN
easat-3147	247	4	this	this	DET
easat-3147	247	5	research	research	NOUN
easat-3147	247	6	explores	explore	VERB
easat-3147	247	7	the	the	DET
easat-3147	247	8	bio	bio	ADJ
easat-3147	247	9	-	-	ADJ
easat-3147	247	10	convection	convection	ADJ
easat-3147	247	11	flow	flow	NOUN
easat-3147	247	12	of	of	ADP
easat-3147	247	13	sisko	sisko	PROPN
easat-3147	247	14	nanofluid	nanofluid	PROPN
easat-3147	247	15	containing	contain	VERB
easat-3147	247	16	microorganisms	microorganism	NOUN
easat-3147	247	17	over	over	ADP
easat-3147	247	18	a	a	DET
easat-3147	247	19	stretchy	stretchy	ADJ
easat-3147	247	20	cylinder	cylinder	NOUN
easat-3147	247	21	,	,	PUNCT
easat-3147	247	22	taking	take	VERB
easat-3147	247	23	into	into	ADP
easat-3147	247	24	account	account	NOUN
easat-3147	247	25	soret	soret	NOUN
easat-3147	247	26	and	and	CCONJ
easat-3147	247	27	dufour	dufour	PROPN
easat-3147	247	28	effects	effect	NOUN
easat-3147	247	29	.	.	PUNCT
easat-3147	248	1	bvp4c	bvp4c	PROPN
easat-3147	248	2	method	method	NOUN
easat-3147	248	3	is	be	AUX
easat-3147	248	4	utilized	utilize	VERB
easat-3147	248	5	to	to	PART
easat-3147	248	6	attain	attain	VERB
easat-3147	248	7	numerical	numerical	ADJ
easat-3147	248	8	results	result	NOUN
easat-3147	248	9	.	.	PUNCT
easat-3147	249	1	the	the	DET
easat-3147	249	2	buongiorno	buongiorno	PROPN
easat-3147	249	3	model	model	NOUN
easat-3147	249	4	is	be	AUX
easat-3147	249	5	used	use	VERB
easat-3147	249	6	to	to	PART
easat-3147	249	7	examine	examine	VERB
easat-3147	249	8	thermophoresis	thermophoresis	NOUN
easat-3147	249	9	and	and	CCONJ
easat-3147	249	10	brownian	brownian	ADJ
easat-3147	249	11	motion	motion	NOUN
easat-3147	249	12	factors	factor	NOUN
easat-3147	249	13	.	.	PUNCT
easat-3147	250	1	main	main	ADJ
easat-3147	250	2	findings	finding	NOUN
easat-3147	250	3	are	be	AUX
easat-3147	250	4	:	:	PUNCT
easat-3147	250	5	1	1	X
easat-3147	250	6	.	.	X
easat-3147	250	7	velocity	velocity	NOUN
easat-3147	250	8	profile	profile	NOUN
easat-3147	250	9	declines	decline	VERB
easat-3147	250	10	as	as	ADP
easat-3147	250	11	the	the	DET
easat-3147	250	12	magnetic	magnetic	ADJ
easat-3147	250	13	parameter	parameter	NOUN
easat-3147	250	14	rises	rise	NOUN
easat-3147	250	15	.	.	PUNCT
easat-3147	251	1	2	2	X
easat-3147	251	2	.	.	X
easat-3147	251	3	velocity	velocity	NOUN
easat-3147	251	4	profile	profile	NOUN
easat-3147	251	5	decreases	decrease	VERB
easat-3147	251	6	with	with	ADP
easat-3147	251	7	increasing	increase	VERB
easat-3147	251	8	values	value	NOUN
easat-3147	251	9	of	of	ADP
easat-3147	251	10	buoyancy	buoyancy	NOUN
easat-3147	251	11	ratio	ratio	NOUN
easat-3147	251	12	factor	factor	NOUN
easat-3147	251	13	and	and	CCONJ
easat-3147	251	14	mixed	mixed	ADJ
easat-3147	251	15	convection	convection	NOUN
easat-3147	251	16	parameter	parameter	NOUN
easat-3147	251	17	.	.	PUNCT
easat-3147	252	1	3	3	X
easat-3147	252	2	.	.	X
easat-3147	252	3	temperature	temperature	NOUN
easat-3147	252	4	profile	profile	NOUN
easat-3147	252	5	boosts	boost	VERB
easat-3147	252	6	with	with	ADP
easat-3147	252	7	higher	high	ADJ
easat-3147	252	8	biot	biot	ADJ
easat-3147	252	9	number	number	NOUN
easat-3147	252	10	,	,	PUNCT
easat-3147	252	11	dufour	dufour	PROPN
easat-3147	252	12	parameter	parameter	NOUN
easat-3147	252	13	and	and	CCONJ
easat-3147	252	14	brownian	brownian	ADJ
easat-3147	252	15	motion	motion	NOUN
easat-3147	252	16	factor	factor	NOUN
easat-3147	252	17	.	.	PUNCT
easat-3147	253	1	4	4	X
easat-3147	253	2	.	.	X
easat-3147	253	3	concentration	concentration	NOUN
easat-3147	253	4	profile	profile	NOUN
easat-3147	253	5	turns	turn	VERB
easat-3147	253	6	up	up	ADP
easat-3147	253	7	as	as	ADP
easat-3147	253	8	the	the	DET
easat-3147	253	9	prandtl	prandtl	NOUN
easat-3147	253	10	number	number	NOUN
easat-3147	253	11	and	and	CCONJ
easat-3147	253	12	soret	soret	VERB
easat-3147	253	13	effect	effect	NOUN
easat-3147	253	14	parameter	parameter	NOUN
easat-3147	253	15	increase	increase	NOUN
easat-3147	253	16	.	.	PUNCT
easat-3147	254	1	5	5	X
easat-3147	254	2	.	.	X
easat-3147	254	3	microorganisms	microorganism	NOUN
easat-3147	254	4	profile	profile	NOUN
easat-3147	254	5	expands	expand	VERB
easat-3147	254	6	with	with	ADP
easat-3147	254	7	higher	high	ADJ
easat-3147	254	8	values	value	NOUN
easat-3147	254	9	of	of	ADP
easat-3147	254	10	microorganisms	microorganism	NOUN
easat-3147	254	11	biot	biot	ADJ
easat-3147	254	12	number	number	NOUN
easat-3147	254	13	while	while	SCONJ
easat-3147	254	14	contradictory	contradictory	ADJ
easat-3147	254	15	behaviour	behaviour	NOUN
easat-3147	254	16	is	be	AUX
easat-3147	254	17	noticed	notice	VERB
easat-3147	254	18	for	for	ADP
easat-3147	254	19	peclet	peclet	VERB
easat-3147	254	20	number	number	NOUN
easat-3147	254	21	.	.	PUNCT
easat-3147	255	1	acknowledgement	acknowledgement	NOUN
easat-3147	255	2	:	:	PUNCT
easat-3147	255	3	the	the	DET
easat-3147	255	4	authors	author	NOUN
easat-3147	255	5	extend	extend	VERB
easat-3147	255	6	their	their	PRON
easat-3147	255	7	appreciation	appreciation	NOUN
easat-3147	255	8	to	to	ADP
easat-3147	255	9	the	the	DET
easat-3147	255	10	arab	arab	PROPN
easat-3147	255	11	open	open	PROPN
easat-3147	255	12	university	university	PROPN
easat-3147	255	13	for	for	ADP
easat-3147	255	14	funding	fund	VERB
easat-3147	255	15	this	this	DET
easat-3147	255	16	work	work	NOUN
easat-3147	255	17	through	through	ADP
easat-3147	255	18	aou	aou	PROPN
easat-3147	255	19	research	research	PROPN
easat-3147	255	20	fund	fund	NOUN
easat-3147	255	21	no	no	INTJ
easat-3147	255	22	.	.	PUNCT
easat-3147	256	1	(	(	PUNCT
easat-3147	256	2	aourg-2023	aourg-2023	NOUN
easat-3147	256	3	-	-	PUNCT
easat-3147	256	4	016	016	NUM
easat-3147	256	5	)	)	PUNCT
easat-3147	256	6	.	.	PUNCT
easat-3147	257	1	copyright	copyright	NOUN
easat-3147	257	2	:	:	PUNCT
easat-3147	257	3	©	©	PROPN
easat-3147	257	4	2024	2024	NUM
easat-3147	257	5	by	by	ADP
easat-3147	257	6	the	the	DET
easat-3147	257	7	authors	author	NOUN
easat-3147	257	8	.	.	PUNCT
easat-3147	258	1	this	this	DET
easat-3147	258	2	article	article	NOUN
easat-3147	258	3	is	be	AUX
easat-3147	258	4	an	an	DET
easat-3147	258	5	open	open	ADJ
easat-3147	258	6	access	access	NOUN
easat-3147	258	7	article	article	NOUN
easat-3147	258	8	distributed	distribute	VERB
easat-3147	258	9	under	under	ADP
easat-3147	258	10	the	the	DET
easat-3147	258	11	terms	term	NOUN
easat-3147	258	12	and	and	CCONJ
easat-3147	258	13	conditions	condition	NOUN
easat-3147	258	14	of	of	ADP
easat-3147	258	15	the	the	DET
easat-3147	258	16	creative	creative	ADJ
easat-3147	258	17	commons	common	NOUN
easat-3147	258	18	attribution	attribution	NOUN
easat-3147	258	19	(	(	PUNCT
easat-3147	258	20	cc	cc	NOUN
easat-3147	258	21	by	by	ADP
easat-3147	258	22	)	)	PUNCT
easat-3147	258	23	license	license	NOUN
easat-3147	258	24	(	(	PUNCT
easat-3147	258	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3147	258	26	)	)	PUNCT
easat-3147	258	27	.	.	PUNCT
easat-3147	259	1	references	reference	NOUN
easat-3147	259	2	[	[	X
easat-3147	259	3	1	1	NUM
easat-3147	259	4	]	]	PUNCT
easat-3147	259	5	adesanya	adesanya	PROPN
easat-3147	259	6	,	,	PUNCT
easat-3147	259	7	s.	s.	PROPN
easat-3147	259	8	o.	o.	PROPN
easat-3147	259	9	,	,	PUNCT
easat-3147	259	10	adeosun	adeosun	NOUN
easat-3147	259	11	,	,	PUNCT
easat-3147	259	12	a.	a.	NOUN
easat-3147	259	13	t.	t.	PROPN
easat-3147	259	14	,	,	PUNCT
easat-3147	259	15	lebelo	lebelo	NOUN
easat-3147	259	16	,	,	PUNCT
easat-3147	259	17	r.	r.	PROPN
easat-3147	259	18	s.	s.	PROPN
easat-3147	259	19	,	,	PUNCT
easat-3147	259	20	&	&	CCONJ
easat-3147	259	21	tisdell	tisdell	VERB
easat-3147	259	22	,	,	PUNCT
easat-3147	259	23	c.	c.	PROPN
easat-3147	259	24	c.	c.	PROPN
easat-3147	259	25	(	(	PUNCT
easat-3147	259	26	2024	2024	NUM
easat-3147	259	27	)	)	PUNCT
easat-3147	259	28	.	.	PUNCT
easat-3147	260	1	numerical	numerical	PROPN
easat-3147	260	2	investigation	investigation	NOUN
easat-3147	260	3	of	of	ADP
easat-3147	260	4	reaction	reaction	NOUN
easat-3147	260	5	driven	drive	VERB
easat-3147	260	6	magneto	magneto	NOUN
easat-3147	260	7	-	-	PUNCT
easat-3147	260	8	convective	convective	ADJ
easat-3147	260	9	flow	flow	NOUN
easat-3147	260	10	of	of	ADP
easat-3147	260	11	sisko	sisko	PROPN
easat-3147	260	12	fluid	fluid	PROPN
easat-3147	260	13	.	.	PUNCT
easat-3147	261	1	numerical	numerical	ADJ
easat-3147	261	2	heat	heat	NOUN
easat-3147	261	3	transfer	transfer	NOUN
easat-3147	261	4	,	,	PUNCT
easat-3147	261	5	part	part	NOUN
easat-3147	261	6	a	a	DET
easat-3147	261	7	:	:	PUNCT
easat-3147	261	8	applications	application	NOUN
easat-3147	261	9	,	,	PUNCT
easat-3147	261	10	1	1	NUM
easat-3147	261	11	-	-	SYM
easat-3147	261	12	14	14	NUM
easat-3147	261	13	.	.	PUNCT
easat-3147	262	1	[	[	X
easat-3147	262	2	2	2	NUM
easat-3147	262	3	]	]	PUNCT
easat-3147	262	4	hafez	hafez	NOUN
easat-3147	262	5	,	,	PUNCT
easat-3147	262	6	n.	n.	NOUN
easat-3147	262	7	m.	m.	NOUN
easat-3147	262	8	(	(	PUNCT
easat-3147	262	9	2024	2024	NUM
easat-3147	262	10	)	)	PUNCT
easat-3147	262	11	.	.	PUNCT
easat-3147	263	1	ehd	ehd	VERB
easat-3147	263	2	peristaltic	peristaltic	ADJ
easat-3147	263	3	flow	flow	NOUN
easat-3147	263	4	of	of	ADP
easat-3147	263	5	sisko	sisko	PROPN
easat-3147	263	6	fluid	fluid	NOUN
easat-3147	263	7	under	under	ADP
easat-3147	263	8	the	the	DET
easat-3147	263	9	effects	effect	NOUN
easat-3147	263	10	of	of	ADP
easat-3147	263	11	convection	convection	NOUN
easat-3147	263	12	and	and	CCONJ
easat-3147	263	13	endoscope	endoscope	NOUN
easat-3147	263	14	.	.	PUNCT
easat-3147	264	1	ain	ain	PROPN
easat-3147	264	2	shams	sham	VERB
easat-3147	264	3	engineering	engineering	NOUN
easat-3147	264	4	journal	journal	NOUN
easat-3147	264	5	,	,	PUNCT
easat-3147	264	6	15(5	15(5	NUM
easat-3147	264	7	)	)	PUNCT
easat-3147	264	8	,	,	PUNCT
easat-3147	264	9	102647	102647	NUM
easat-3147	264	10	.	.	PUNCT
easat-3147	265	1	[	[	X
easat-3147	265	2	3	3	X
easat-3147	265	3	]	]	X
easat-3147	265	4	islam	islam	PROPN
easat-3147	265	5	,	,	PUNCT
easat-3147	265	6	t.	t.	PROPN
easat-3147	265	7	,	,	PUNCT
easat-3147	265	8	ferdows	ferdow	NOUN
easat-3147	265	9	,	,	PUNCT
easat-3147	265	10	m.	m.	NOUN
easat-3147	265	11	,	,	PUNCT
easat-3147	265	12	shamshuddin	shamshuddin	PROPN
easat-3147	265	13	,	,	PUNCT
easat-3147	265	14	m.	m.	PROPN
easat-3147	265	15	d.	d.	PROPN
easat-3147	265	16	,	,	PUNCT
easat-3147	265	17	alqarni	alqarni	PROPN
easat-3147	265	18	,	,	PUNCT
easat-3147	265	19	m.	m.	NOUN
easat-3147	265	20	s.	s.	PROPN
easat-3147	265	21	,	,	PUNCT
easat-3147	265	22	&	&	CCONJ
easat-3147	265	23	usman	usman	PROPN
easat-3147	265	24	.	.	PUNCT
easat-3147	266	1	(	(	PUNCT
easat-3147	266	2	2024	2024	NUM
easat-3147	266	3	)	)	PUNCT
easat-3147	266	4	.	.	PUNCT
easat-3147	267	1	sisko	sisko	PROPN
easat-3147	267	2	fluid	fluid	PROPN
easat-3147	267	3	modeling	modeling	NOUN
easat-3147	267	4	and	and	CCONJ
easat-3147	267	5	numerical	numerical	ADJ
easat-3147	267	6	convective	convective	ADJ
easat-3147	267	7	heat	heat	NOUN
easat-3147	267	8	transport	transport	NOUN
easat-3147	267	9	analysis	analysis	NOUN
easat-3147	267	10	over	over	ADP
easat-3147	267	11	-	-	PUNCT
easat-3147	267	12	stretching	stretch	VERB
easat-3147	267	13	device	device	NOUN
easat-3147	267	14	with	with	ADP
easat-3147	267	15	radiation	radiation	NOUN
easat-3147	267	16	and	and	CCONJ
easat-3147	267	17	heat	heat	NOUN
easat-3147	267	18	dissipation	dissipation	NOUN
easat-3147	267	19	.	.	PUNCT
easat-3147	268	1	numerical	numerical	ADJ
easat-3147	268	2	heat	heat	NOUN
easat-3147	268	3	transfer	transfer	NOUN
easat-3147	268	4	,	,	PUNCT
easat-3147	268	5	part	part	NOUN
easat-3147	268	6	a	a	DET
easat-3147	268	7	:	:	PUNCT
easat-3147	268	8	applications	application	NOUN
easat-3147	268	9	,	,	PUNCT
easat-3147	268	10	85(8	85(8	NUM
easat-3147	268	11	)	)	PUNCT
easat-3147	268	12	,	,	PUNCT
easat-3147	268	13	1240	1240	NUM
easat-3147	268	14	-	-	SYM
easat-3147	268	15	1258	1258	NUM
easat-3147	268	16	.	.	PUNCT
easat-3147	269	1	[	[	X
easat-3147	269	2	4	4	NUM
easat-3147	269	3	]	]	X
easat-3147	269	4	khan	khan	PROPN
easat-3147	269	5	,	,	PUNCT
easat-3147	269	6	m.	m.	NOUN
easat-3147	269	7	,	,	PUNCT
easat-3147	269	8	abelman	abelman	NOUN
easat-3147	269	9	,	,	PUNCT
easat-3147	269	10	s.	s.	PROPN
easat-3147	269	11	,	,	PUNCT
easat-3147	269	12	mason	mason	PROPN
easat-3147	269	13	,	,	PUNCT
easat-3147	269	14	d.	d.	PROPN
easat-3147	269	15	p.	p.	PROPN
easat-3147	269	16	,	,	PUNCT
easat-3147	269	17	&	&	CCONJ
easat-3147	269	18	mahomed	mahome	VERB
easat-3147	269	19	,	,	PUNCT
easat-3147	269	20	f.	f.	PROPN
easat-3147	269	21	m.	m.	PROPN
easat-3147	269	22	(	(	PUNCT
easat-3147	269	23	2015	2015	NUM
easat-3147	269	24	)	)	PUNCT
easat-3147	269	25	.	.	PUNCT
easat-3147	270	1	self	self	NOUN
easat-3147	270	2	-	-	PUNCT
easat-3147	270	3	similar	similar	ADJ
easat-3147	270	4	unsteady	unsteady	ADJ
easat-3147	270	5	flow	flow	NOUN
easat-3147	270	6	of	of	ADP
easat-3147	270	7	a	a	DET
easat-3147	270	8	sisko	sisko	NOUN
easat-3147	270	9	fluid	fluid	NOUN
easat-3147	270	10	in	in	ADP
easat-3147	270	11	a	a	DET
easat-3147	270	12	cylindrical	cylindrical	ADJ
easat-3147	270	13	tube	tube	NOUN
easat-3147	270	14	undergoing	undergo	VERB
easat-3147	270	15	translation	translation	NOUN
easat-3147	270	16	.	.	PUNCT
easat-3147	271	1	mathematical	mathematical	ADJ
easat-3147	271	2	problems	problem	NOUN
easat-3147	271	3	in	in	ADP
easat-3147	271	4	engineering	engineering	NOUN
easat-3147	271	5	,	,	PUNCT
easat-3147	271	6	2015	2015	NUM
easat-3147	271	7	.	.	PUNCT
easat-3147	272	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3147	272	2	5252	5252	PROPN
easat-3147	272	3	edelweiss	edelweiss	PROPN
easat-3147	272	4	applied	apply	VERB
easat-3147	272	5	science	science	NOUN
easat-3147	272	6	and	and	CCONJ
easat-3147	272	7	technology	technology	NOUN
easat-3147	272	8	issn	issn	PROPN
easat-3147	272	9	:	:	PUNCT
easat-3147	272	10	2576	2576	NUM
easat-3147	272	11	-	-	SYM
easat-3147	272	12	8484	8484	NUM
easat-3147	272	13	vol	vol	NOUN
easat-3147	272	14	.	.	PROPN
easat-3147	272	15	8	8	NUM
easat-3147	272	16	,	,	PUNCT
easat-3147	272	17	no	no	INTJ
easat-3147	272	18	.	.	NOUN
easat-3147	273	1	6	6	NUM
easat-3147	273	2	:	:	SYM
easat-3147	273	3	5236	5236	NUM
easat-3147	273	4	-	-	SYM
easat-3147	273	5	5253	5253	NUM
easat-3147	273	6	,	,	PUNCT
easat-3147	273	7	2024	2024	NUM
easat-3147	273	8	doi	doi	NOUN
easat-3147	273	9	:	:	PUNCT
easat-3147	273	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	273	11	©	©	PROPN
easat-3147	273	12	2024	2024	NUM
easat-3147	273	13	by	by	ADP
easat-3147	273	14	the	the	DET
easat-3147	273	15	authors	author	NOUN
easat-3147	273	16	;	;	PUNCT
easat-3147	273	17	licensee	licensee	PROPN
easat-3147	273	18	learning	learning	NOUN
easat-3147	273	19	gate	gate	NOUN
easat-3147	274	1	[	[	X
easat-3147	274	2	5	5	NUM
easat-3147	274	3	]	]	X
easat-3147	274	4	nisha	nisha	PROPN
easat-3147	274	5	,	,	PUNCT
easat-3147	274	6	s.	s.	PROPN
easat-3147	274	7	s.	s.	PROPN
easat-3147	274	8	,	,	PUNCT
easat-3147	274	9	&	&	CCONJ
easat-3147	274	10	de	de	PROPN
easat-3147	274	11	,	,	PUNCT
easat-3147	274	12	p.	p.	NOUN
easat-3147	274	13	(	(	PUNCT
easat-3147	274	14	2024	2024	NUM
easat-3147	274	15	)	)	PUNCT
easat-3147	274	16	.	.	PUNCT
easat-3147	275	1	impact	impact	NOUN
easat-3147	275	2	of	of	ADP
easat-3147	275	3	electro	electro	ADJ
easat-3147	275	4	-	-	PUNCT
easat-3147	275	5	osmotic	osmotic	ADJ
easat-3147	275	6	,	,	PUNCT
easat-3147	275	7	activation	activation	NOUN
easat-3147	275	8	energy	energy	NOUN
easat-3147	275	9	and	and	CCONJ
easat-3147	275	10	chemical	chemical	NOUN
easat-3147	275	11	reaction	reaction	NOUN
easat-3147	275	12	on	on	ADP
easat-3147	275	13	sisko	sisko	PROPN
easat-3147	275	14	fluid	fluid	NOUN
easat-3147	275	15	over	over	ADP
easat-3147	275	16	darcy	darcy	PROPN
easat-3147	275	17	–	–	PUNCT
easat-3147	275	18	forchheimer	forchheimer	ADJ
easat-3147	275	19	porous	porous	ADJ
easat-3147	275	20	stretching	stretching	NOUN
easat-3147	275	21	cylinder	cylinder	NOUN
easat-3147	275	22	.	.	PUNCT
easat-3147	276	1	proceedings	proceeding	NOUN
easat-3147	276	2	of	of	ADP
easat-3147	276	3	the	the	DET
easat-3147	276	4	institution	institution	NOUN
easat-3147	276	5	of	of	ADP
easat-3147	276	6	mechanical	mechanical	ADJ
easat-3147	276	7	engineers	engineer	NOUN
easat-3147	276	8	,	,	PUNCT
easat-3147	276	9	part	part	NOUN
easat-3147	276	10	e	e	NOUN
easat-3147	276	11	:	:	PUNCT
easat-3147	276	12	journal	journal	NOUN
easat-3147	276	13	of	of	ADP
easat-3147	276	14	process	process	NOUN
easat-3147	276	15	mechanical	mechanical	ADJ
easat-3147	276	16	engineering	engineering	NOUN
easat-3147	276	17	,	,	PUNCT
easat-3147	276	18	09544089241255657	09544089241255657	NUM
easat-3147	276	19	.	.	PUNCT
easat-3147	277	1	[	[	X
easat-3147	277	2	6	6	NUM
easat-3147	277	3	]	]	PUNCT
easat-3147	277	4	prasannakumara	prasannakumara	NOUN
easat-3147	277	5	,	,	PUNCT
easat-3147	277	6	b.	b.	PROPN
easat-3147	277	7	c.	c.	PROPN
easat-3147	277	8	,	,	PUNCT
easat-3147	277	9	gireesha	gireesha	PROPN
easat-3147	277	10	,	,	PUNCT
easat-3147	277	11	b.	b.	PROPN
easat-3147	277	12	j.	j.	PROPN
easat-3147	277	13	,	,	PUNCT
easat-3147	277	14	krishnamurthy	krishnamurthy	PROPN
easat-3147	277	15	,	,	PUNCT
easat-3147	277	16	m.	m.	PROPN
easat-3147	277	17	r.	r.	PROPN
easat-3147	277	18	,	,	PUNCT
easat-3147	277	19	&	&	CCONJ
easat-3147	277	20	kumar	kumar	PROPN
easat-3147	277	21	,	,	PUNCT
easat-3147	277	22	k.	k.	PROPN
easat-3147	277	23	g.	g.	PROPN
easat-3147	277	24	(	(	PUNCT
easat-3147	277	25	2017	2017	NUM
easat-3147	277	26	)	)	PUNCT
easat-3147	277	27	.	.	PUNCT
easat-3147	278	1	mhd	mhd	NOUN
easat-3147	278	2	flow	flow	NOUN
easat-3147	278	3	and	and	CCONJ
easat-3147	278	4	nonlinear	nonlinear	ADJ
easat-3147	278	5	radiative	radiative	ADJ
easat-3147	278	6	heat	heat	NOUN
easat-3147	278	7	transfer	transfer	NOUN
easat-3147	278	8	of	of	ADP
easat-3147	278	9	sisko	sisko	PROPN
easat-3147	278	10	nanofluid	nanofluid	PROPN
easat-3147	278	11	over	over	ADP
easat-3147	278	12	a	a	DET
easat-3147	278	13	nonlinear	nonlinear	ADJ
easat-3147	278	14	stretching	stretch	VERB
easat-3147	278	15	sheet	sheet	NOUN
easat-3147	278	16	.	.	PUNCT
easat-3147	279	1	informatics	informatic	NOUN
easat-3147	279	2	in	in	ADP
easat-3147	279	3	medicine	medicine	NOUN
easat-3147	279	4	unlocked	unlock	VERB
easat-3147	279	5	,	,	PUNCT
easat-3147	279	6	9	9	NUM
easat-3147	279	7	,	,	PUNCT
easat-3147	279	8	123	123	NUM
easat-3147	279	9	-	-	SYM
easat-3147	279	10	132	132	NUM
easat-3147	279	11	.	.	PUNCT
easat-3147	280	1	[	[	X
easat-3147	280	2	7	7	X
easat-3147	280	3	]	]	SYM
easat-3147	280	4	upreti	upreti	NOUN
easat-3147	280	5	,	,	PUNCT
easat-3147	280	6	h.	h.	PROPN
easat-3147	280	7	,	,	PUNCT
easat-3147	280	8	joshi	joshi	PROPN
easat-3147	280	9	,	,	PUNCT
easat-3147	280	10	n.	n.	PROPN
easat-3147	280	11	,	,	PUNCT
easat-3147	280	12	pandey	pandey	PROPN
easat-3147	280	13	,	,	PUNCT
easat-3147	280	14	a.	a.	PROPN
easat-3147	280	15	k.	k.	PROPN
easat-3147	280	16	,	,	PUNCT
easat-3147	280	17	&	&	CCONJ
easat-3147	280	18	rawat	rawat	PROPN
easat-3147	280	19	,	,	PUNCT
easat-3147	280	20	s.	s.	PROPN
easat-3147	280	21	k.	k.	PROPN
easat-3147	280	22	(	(	PUNCT
easat-3147	280	23	2022	2022	NUM
easat-3147	280	24	)	)	PUNCT
easat-3147	280	25	.	.	PUNCT
easat-3147	281	1	assessment	assessment	NOUN
easat-3147	281	2	of	of	ADP
easat-3147	281	3	convective	convective	ADJ
easat-3147	281	4	heat	heat	NOUN
easat-3147	281	5	transfer	transfer	NOUN
easat-3147	281	6	in	in	ADP
easat-3147	281	7	sisko	sisko	PROPN
easat-3147	281	8	fluid	fluid	NOUN
easat-3147	281	9	flow	flow	NOUN
easat-3147	281	10	via	via	ADP
easat-3147	281	11	stretching	stretch	VERB
easat-3147	281	12	surface	surface	NOUN
easat-3147	281	13	due	due	ADP
easat-3147	281	14	to	to	ADP
easat-3147	281	15	viscous	viscous	ADJ
easat-3147	281	16	dissipation	dissipation	NOUN
easat-3147	281	17	and	and	CCONJ
easat-3147	281	18	suction	suction	NOUN
easat-3147	281	19	.	.	PUNCT
easat-3147	282	1	nanoscience	nanoscience	NOUN
easat-3147	282	2	and	and	CCONJ
easat-3147	282	3	technology	technology	NOUN
easat-3147	282	4	:	:	PUNCT
easat-3147	282	5	an	an	DET
easat-3147	282	6	international	international	ADJ
easat-3147	282	7	journal	journal	NOUN
easat-3147	282	8	,	,	PUNCT
easat-3147	282	9	13(2	13(2	PROPN
easat-3147	282	10	)	)	PUNCT
easat-3147	282	11	.	.	PUNCT
easat-3147	283	1	[	[	X
easat-3147	283	2	8	8	NUM
easat-3147	283	3	]	]	X
easat-3147	283	4	imran	imran	ADJ
easat-3147	283	5	,	,	PUNCT
easat-3147	283	6	n.	n.	NOUN
easat-3147	283	7	,	,	PUNCT
easat-3147	283	8	javed	javed	ADJ
easat-3147	283	9	,	,	PUNCT
easat-3147	283	10	m.	m.	NOUN
easat-3147	283	11	,	,	PUNCT
easat-3147	283	12	sohail	sohail	PROPN
easat-3147	283	13	,	,	PUNCT
easat-3147	283	14	m.	m.	NOUN
easat-3147	283	15	,	,	PUNCT
easat-3147	283	16	gokul	gokul	PROPN
easat-3147	283	17	,	,	PUNCT
easat-3147	283	18	k.	k.	PROPN
easat-3147	283	19	c.	c.	PROPN
easat-3147	283	20	,	,	PUNCT
easat-3147	283	21	&	&	CCONJ
easat-3147	283	22	roy	roy	PROPN
easat-3147	283	23	,	,	PUNCT
easat-3147	283	24	p.	p.	PROPN
easat-3147	283	25	(	(	PUNCT
easat-3147	283	26	2020	2020	NUM
easat-3147	283	27	)	)	PUNCT
easat-3147	283	28	.	.	PUNCT
easat-3147	284	1	exploration	exploration	NOUN
easat-3147	284	2	of	of	ADP
easat-3147	284	3	thermal	thermal	ADJ
easat-3147	284	4	transport	transport	NOUN
easat-3147	284	5	for	for	ADP
easat-3147	284	6	sisko	sisko	PROPN
easat-3147	284	7	fluid	fluid	NOUN
easat-3147	284	8	model	model	NOUN
easat-3147	284	9	under	under	ADP
easat-3147	284	10	peristaltic	peristaltic	ADJ
easat-3147	284	11	phenomenon	phenomenon	NOUN
easat-3147	284	12	.	.	PUNCT
easat-3147	285	1	journal	journal	PROPN
easat-3147	285	2	of	of	ADP
easat-3147	285	3	physics	physics	PROPN
easat-3147	285	4	communications	communication	NOUN
easat-3147	285	5	,	,	PUNCT
easat-3147	285	6	4(6	4(6	NUM
easat-3147	285	7	)	)	PUNCT
easat-3147	285	8	,	,	PUNCT
easat-3147	285	9	065003	065003	NUM
easat-3147	285	10	.	.	PUNCT
easat-3147	286	1	[	[	X
easat-3147	286	2	9	9	NUM
easat-3147	286	3	]	]	X
easat-3147	286	4	bisht	bisht	PROPN
easat-3147	286	5	,	,	PUNCT
easat-3147	286	6	a.	a.	PROPN
easat-3147	286	7	,	,	PUNCT
easat-3147	286	8	&	&	CCONJ
easat-3147	286	9	bisht	bisht	PROPN
easat-3147	286	10	,	,	PUNCT
easat-3147	286	11	a.	a.	PROPN
easat-3147	286	12	s.	s.	PROPN
easat-3147	286	13	(	(	PUNCT
easat-3147	286	14	2022	2022	NUM
easat-3147	286	15	)	)	PUNCT
easat-3147	286	16	.	.	PUNCT
easat-3147	287	1	radiative	radiative	ADJ
easat-3147	287	2	heat	heat	NOUN
easat-3147	287	3	transfer	transfer	NOUN
easat-3147	287	4	due	due	ADP
easat-3147	287	5	to	to	ADP
easat-3147	287	6	solar	solar	ADJ
easat-3147	287	7	radiation	radiation	NOUN
easat-3147	287	8	in	in	ADP
easat-3147	287	9	mhd	mhd	PROPN
easat-3147	287	10	sisko	sisko	PROPN
easat-3147	287	11	nanofluid	nanofluid	PROPN
easat-3147	287	12	flow	flow	NOUN
easat-3147	287	13	.	.	PUNCT
easat-3147	288	1	heat	heat	NOUN
easat-3147	288	2	transfer	transfer	NOUN
easat-3147	288	3	,	,	PUNCT
easat-3147	288	4	51(8	51(8	NUM
easat-3147	288	5	)	)	PUNCT
easat-3147	288	6	,	,	PUNCT
easat-3147	288	7	7411	7411	NUM
easat-3147	288	8	-	-	SYM
easat-3147	288	9	7434	7434	NUM
easat-3147	288	10	.	.	PUNCT
easat-3147	289	1	[	[	X
easat-3147	289	2	10	10	NUM
easat-3147	289	3	]	]	X
easat-3147	289	4	choi	choi	NOUN
easat-3147	289	5	,	,	PUNCT
easat-3147	289	6	s.	s.	PROPN
easat-3147	289	7	u.	u.	PROPN
easat-3147	289	8	,	,	PUNCT
easat-3147	289	9	&	&	CCONJ
easat-3147	289	10	eastman	eastman	PROPN
easat-3147	289	11	,	,	PUNCT
easat-3147	289	12	j.	j.	PROPN
easat-3147	289	13	a.	a.	PROPN
easat-3147	289	14	(	(	PUNCT
easat-3147	289	15	1995	1995	NUM
easat-3147	289	16	)	)	PUNCT
easat-3147	289	17	.	.	PUNCT
easat-3147	290	1	enhancing	enhance	VERB
easat-3147	290	2	thermal	thermal	ADJ
easat-3147	290	3	conductivity	conductivity	NOUN
easat-3147	290	4	of	of	ADP
easat-3147	290	5	fluids	fluid	NOUN
easat-3147	290	6	with	with	ADP
easat-3147	290	7	nanoparticles	nanoparticle	NOUN
easat-3147	290	8	(	(	PUNCT
easat-3147	290	9	no	no	INTJ
easat-3147	290	10	.	.	PUNCT
easat-3147	290	11	anl	anl	PROPN
easat-3147	290	12	/	/	SYM
easat-3147	290	13	msd	msd	PROPN
easat-3147	290	14	/	/	SYM
easat-3147	290	15	cp84938	cp84938	PROPN
easat-3147	290	16	;	;	PUNCT
easat-3147	290	17	conf-951135	conf-951135	NOUN
easat-3147	290	18	-	-	PUNCT
easat-3147	290	19	29	29	NUM
easat-3147	290	20	)	)	PUNCT
easat-3147	290	21	.	.	PUNCT
easat-3147	291	1	argonne	argonne	PROPN
easat-3147	291	2	national	national	PROPN
easat-3147	291	3	lab.(anl	lab.(anl	PROPN
easat-3147	291	4	)	)	PUNCT
easat-3147	291	5	,	,	PUNCT
easat-3147	291	6	argonne	argonne	PROPN
easat-3147	291	7	,	,	PUNCT
easat-3147	291	8	il	il	PROPN
easat-3147	291	9	(	(	PUNCT
easat-3147	291	10	united	united	PROPN
easat-3147	291	11	states	states	PROPN
easat-3147	291	12	)	)	PUNCT
easat-3147	291	13	.	.	PUNCT
easat-3147	292	1	[	[	X
easat-3147	292	2	11	11	NUM
easat-3147	292	3	]	]	PUNCT
easat-3147	292	4	choi	choi	NOUN
easat-3147	292	5	,	,	PUNCT
easat-3147	292	6	s.	s.	PROPN
easat-3147	292	7	u.	u.	PROPN
easat-3147	292	8	s.	s.	PROPN
easat-3147	292	9	,	,	PUNCT
easat-3147	292	10	zhang	zhang	PROPN
easat-3147	292	11	,	,	PUNCT
easat-3147	292	12	z.	z.	PROPN
easat-3147	292	13	g.	g.	PROPN
easat-3147	292	14	,	,	PUNCT
easat-3147	292	15	yu	yu	PROPN
easat-3147	292	16	,	,	PUNCT
easat-3147	292	17	w.	w.	PROPN
easat-3147	292	18	,	,	PUNCT
easat-3147	292	19	lockwood	lockwood	PROPN
easat-3147	292	20	,	,	PUNCT
easat-3147	292	21	f.	f.	PROPN
easat-3147	292	22	e.	e.	PROPN
easat-3147	292	23	,	,	PUNCT
easat-3147	292	24	&	&	CCONJ
easat-3147	292	25	grulke	grulke	PROPN
easat-3147	292	26	,	,	PUNCT
easat-3147	292	27	e.	e.	PROPN
easat-3147	292	28	a.	a.	PROPN
easat-3147	292	29	(	(	PUNCT
easat-3147	292	30	2001	2001	NUM
easat-3147	292	31	)	)	PUNCT
easat-3147	292	32	.	.	PUNCT
easat-3147	293	1	anomalous	anomalous	ADJ
easat-3147	293	2	thermal	thermal	ADJ
easat-3147	293	3	conductivity	conductivity	NOUN
easat-3147	293	4	enhancement	enhancement	NOUN
easat-3147	293	5	in	in	ADP
easat-3147	293	6	nanotube	nanotube	ADJ
easat-3147	293	7	suspensions	suspension	NOUN
easat-3147	293	8	.	.	PUNCT
easat-3147	294	1	applied	apply	VERB
easat-3147	294	2	physics	physics	NOUN
easat-3147	294	3	letters	letter	NOUN
easat-3147	294	4	,	,	PUNCT
easat-3147	294	5	79(14	79(14	NUM
easat-3147	294	6	)	)	PUNCT
easat-3147	294	7	,	,	PUNCT
easat-3147	294	8	2252	2252	NUM
easat-3147	294	9	-	-	SYM
easat-3147	294	10	2254	2254	NUM
easat-3147	294	11	.	.	PUNCT
easat-3147	295	1	[	[	X
easat-3147	295	2	12	12	NUM
easat-3147	295	3	]	]	PUNCT
easat-3147	295	4	bouchireb	bouchireb	NOUN
easat-3147	295	5	,	,	PUNCT
easat-3147	295	6	a.	a.	PROPN
easat-3147	295	7	,	,	PUNCT
easat-3147	295	8	khan	khan	PROPN
easat-3147	295	9	,	,	PUNCT
easat-3147	295	10	i.	i.	PROPN
easat-3147	295	11	,	,	PUNCT
easat-3147	295	12	kezzar	kezzar	PROPN
easat-3147	295	13	,	,	PUNCT
easat-3147	295	14	m.	m.	NOUN
easat-3147	295	15	,	,	PUNCT
easat-3147	295	16	alqahtani	alqahtani	PROPN
easat-3147	295	17	,	,	PUNCT
easat-3147	295	18	s.	s.	PROPN
easat-3147	295	19	,	,	PUNCT
easat-3147	295	20	sari	sari	NOUN
easat-3147	295	21	,	,	PUNCT
easat-3147	295	22	m.	m.	NOUN
easat-3147	295	23	r.	r.	PROPN
easat-3147	295	24	,	,	PUNCT
easat-3147	295	25	rafique	rafique	PROPN
easat-3147	295	26	,	,	PUNCT
easat-3147	295	27	k.	k.	PROPN
easat-3147	295	28	,	,	PUNCT
easat-3147	295	29	&	&	CCONJ
easat-3147	295	30	tabet	tabet	PROPN
easat-3147	295	31	,	,	PUNCT
easat-3147	295	32	i.	i.	PROPN
easat-3147	295	33	(	(	PUNCT
easat-3147	295	34	2024	2024	NUM
easat-3147	295	35	)	)	PUNCT
easat-3147	295	36	.	.	PUNCT
easat-3147	296	1	mhd	mhd	NOUN
easat-3147	296	2	flow	flow	NOUN
easat-3147	296	3	of	of	ADP
easat-3147	296	4	hybrid	hybrid	ADJ
easat-3147	296	5	nanofluid	nanofluid	NOUN
easat-3147	296	6	between	between	ADP
easat-3147	296	7	convergent	convergent	NOUN
easat-3147	296	8	/	/	SYM
easat-3147	296	9	divergent	divergent	ADJ
easat-3147	296	10	channel	channel	NOUN
easat-3147	296	11	by	by	ADP
easat-3147	296	12	using	use	VERB
easat-3147	296	13	daftardar	daftardar	ADV
easat-3147	296	14	-	-	PUNCT
easat-3147	296	15	jafari	jafari	ADJ
easat-3147	296	16	method	method	NOUN
easat-3147	296	17	.	.	PUNCT
easat-3147	297	1	bionanoscience	bionanoscience	NOUN
easat-3147	297	2	,	,	PUNCT
easat-3147	297	3	1	1	NUM
easat-3147	297	4	-	-	SYM
easat-3147	297	5	18	18	NUM
easat-3147	297	6	.	.	PUNCT
easat-3147	298	1	[	[	X
easat-3147	298	2	13	13	NUM
easat-3147	298	3	]	]	X
easat-3147	298	4	rafique	rafique	PROPN
easat-3147	298	5	,	,	PUNCT
easat-3147	298	6	k.	k.	PROPN
easat-3147	298	7	,	,	PUNCT
easat-3147	298	8	alqahtani	alqahtani	PROPN
easat-3147	298	9	,	,	PUNCT
easat-3147	298	10	a.	a.	NOUN
easat-3147	298	11	m.	m.	NOUN
easat-3147	298	12	,	,	PUNCT
easat-3147	298	13	ahmad	ahmad	PROPN
easat-3147	298	14	,	,	PUNCT
easat-3147	298	15	s.	s.	PROPN
easat-3147	298	16	,	,	PUNCT
easat-3147	298	17	alotaibi	alotaibi	PROPN
easat-3147	298	18	,	,	PUNCT
easat-3147	298	19	h.	h.	PROPN
easat-3147	298	20	,	,	PUNCT
easat-3147	298	21	khan	khan	PROPN
easat-3147	298	22	,	,	PUNCT
easat-3147	298	23	i.	i.	PROPN
easat-3147	298	24	,	,	PUNCT
easat-3147	298	25	&	&	CCONJ
easat-3147	298	26	singh	singh	PROPN
easat-3147	298	27	,	,	PUNCT
easat-3147	298	28	a.	a.	NOUN
easat-3147	298	29	(	(	PUNCT
easat-3147	298	30	2024	2024	NUM
easat-3147	298	31	)	)	PUNCT
easat-3147	298	32	.	.	PUNCT
easat-3147	299	1	buongiorno	buongiorno	NOUN
easat-3147	299	2	model	model	NOUN
easat-3147	299	3	of	of	ADP
easat-3147	299	4	micropolar	micropolar	PROPN
easat-3147	299	5	nanofluid	nanofluid	PROPN
easat-3147	299	6	with	with	ADP
easat-3147	299	7	surface	surface	NOUN
easat-3147	299	8	inclination	inclination	NOUN
easat-3147	299	9	and	and	CCONJ
easat-3147	299	10	soret	soret	VERB
easat-3147	299	11	effect	effect	NOUN
easat-3147	299	12	.	.	PUNCT
easat-3147	300	1	bionanoscience	bionanoscience	NOUN
easat-3147	300	2	,	,	PUNCT
easat-3147	300	3	1	1	NUM
easat-3147	300	4	-	-	SYM
easat-3147	300	5	11	11	NUM
easat-3147	300	6	.	.	PUNCT
easat-3147	301	1	[	[	X
easat-3147	301	2	14	14	NUM
easat-3147	301	3	]	]	SYM
easat-3147	301	4	lemouedda	lemouedda	NOUN
easat-3147	301	5	,	,	PUNCT
easat-3147	301	6	b.	b.	PROPN
easat-3147	301	7	,	,	PUNCT
easat-3147	301	8	kezzar	kezzar	PROPN
easat-3147	301	9	,	,	PUNCT
easat-3147	301	10	m.	m.	NOUN
easat-3147	301	11	,	,	PUNCT
easat-3147	301	12	rafique	rafique	PROPN
easat-3147	301	13	,	,	PUNCT
easat-3147	301	14	k.	k.	PROPN
easat-3147	301	15	,	,	PUNCT
easat-3147	301	16	sari	sari	PROPN
easat-3147	301	17	,	,	PUNCT
easat-3147	301	18	m.	m.	NOUN
easat-3147	301	19	r.	r.	PROPN
easat-3147	301	20	,	,	PUNCT
easat-3147	301	21	tabet	tabet	PROPN
easat-3147	301	22	,	,	PUNCT
easat-3147	301	23	i.	i.	PROPN
easat-3147	301	24	,	,	PUNCT
easat-3147	301	25	&	&	CCONJ
easat-3147	301	26	khan	khan	PROPN
easat-3147	301	27	,	,	PUNCT
easat-3147	301	28	i.	i.	PROPN
easat-3147	301	29	(	(	PUNCT
easat-3147	301	30	2024	2024	NUM
easat-3147	301	31	)	)	PUNCT
easat-3147	301	32	.	.	PUNCT
easat-3147	302	1	ternary	ternary	ADJ
easat-3147	302	2	nanoparticles	nanoparticle	NOUN
easat-3147	302	3	effect	effect	VERB
easat-3147	302	4	in	in	ADP
easat-3147	302	5	rotating	rotate	VERB
easat-3147	302	6	hydromagnetic	hydromagnetic	ADJ
easat-3147	302	7	jeffery	jeffery	PROPN
easat-3147	302	8	-	-	PUNCT
easat-3147	302	9	hamel	hamel	PROPN
easat-3147	302	10	flow	flow	NOUN
easat-3147	302	11	of	of	ADP
easat-3147	302	12	nanofluids	nanofluid	NOUN
easat-3147	302	13	.	.	PUNCT
easat-3147	303	1	proceedings	proceeding	NOUN
easat-3147	303	2	of	of	ADP
easat-3147	303	3	the	the	DET
easat-3147	303	4	institution	institution	NOUN
easat-3147	303	5	of	of	ADP
easat-3147	303	6	mechanical	mechanical	ADJ
easat-3147	303	7	engineers	engineer	NOUN
easat-3147	303	8	,	,	PUNCT
easat-3147	303	9	part	part	NOUN
easat-3147	303	10	n	n	CCONJ
easat-3147	303	11	:	:	PUNCT
easat-3147	303	12	journal	journal	NOUN
easat-3147	303	13	of	of	ADP
easat-3147	303	14	nanomaterials	nanomaterial	NOUN
easat-3147	303	15	,	,	PUNCT
easat-3147	303	16	nanoengineering	nanoengineering	NOUN
easat-3147	303	17	and	and	CCONJ
easat-3147	303	18	nanosystems	nanosystem	NOUN
easat-3147	303	19	,	,	PUNCT
easat-3147	303	20	23977914241261514	23977914241261514	NUM
easat-3147	303	21	.	.	PUNCT
easat-3147	304	1	[	[	X
easat-3147	304	2	15	15	NUM
easat-3147	304	3	]	]	X
easat-3147	304	4	al	al	PROPN
easat-3147	304	5	faqih	faqih	NOUN
easat-3147	304	6	,	,	PUNCT
easat-3147	304	7	f.	f.	PROPN
easat-3147	304	8	m.	m.	PROPN
easat-3147	304	9	,	,	PUNCT
easat-3147	304	10	rafique	rafique	PROPN
easat-3147	304	11	,	,	PUNCT
easat-3147	304	12	k.	k.	PROPN
easat-3147	304	13	,	,	PUNCT
easat-3147	304	14	aslam	aslam	PROPN
easat-3147	304	15	,	,	PUNCT
easat-3147	304	16	s.	s.	PROPN
easat-3147	304	17	,	,	PUNCT
easat-3147	304	18	&	&	CCONJ
easat-3147	304	19	swalmeh	swalmeh	PROPN
easat-3147	304	20	,	,	PUNCT
easat-3147	304	21	m.	m.	NOUN
easat-3147	304	22	z.	z.	PROPN
easat-3147	304	23	(	(	PUNCT
easat-3147	304	24	2024	2024	NUM
easat-3147	304	25	)	)	PUNCT
easat-3147	304	26	.	.	PUNCT
easat-3147	305	1	numerical	numerical	ADJ
easat-3147	305	2	analysis	analysis	NOUN
easat-3147	305	3	on	on	ADP
easat-3147	305	4	stagnation	stagnation	NOUN
easat-3147	305	5	point	point	NOUN
easat-3147	305	6	flow	flow	NOUN
easat-3147	305	7	of	of	ADP
easat-3147	305	8	micropolar	micropolar	ADJ
easat-3147	305	9	nanofluid	nanofluid	NOUN
easat-3147	305	10	with	with	ADP
easat-3147	305	11	thermal	thermal	ADJ
easat-3147	305	12	radiations	radiation	NOUN
easat-3147	305	13	over	over	ADP
easat-3147	305	14	an	an	DET
easat-3147	305	15	exponentially	exponentially	ADV
easat-3147	305	16	stretching	stretch	VERB
easat-3147	305	17	surface	surface	NOUN
easat-3147	305	18	.	.	PUNCT
easat-3147	306	1	wseas	wseas	VERB
easat-3147	306	2	transactions	transaction	NOUN
easat-3147	306	3	on	on	ADP
easat-3147	306	4	fluid	fluid	ADJ
easat-3147	306	5	mechanics	mechanic	NOUN
easat-3147	306	6	,	,	PUNCT
easat-3147	306	7	19	19	NUM
easat-3147	306	8	,	,	PUNCT
easat-3147	306	9	40	40	NUM
easat-3147	306	10	-	-	SYM
easat-3147	306	11	48	48	NUM
easat-3147	306	12	.	.	PUNCT
easat-3147	307	1	[	[	X
easat-3147	307	2	16	16	NUM
easat-3147	307	3	]	]	X
easat-3147	307	4	ali	ali	PROPN
easat-3147	307	5	,	,	PUNCT
easat-3147	307	6	a.	a.	PROPN
easat-3147	307	7	r.	r.	PROPN
easat-3147	307	8	,	,	PUNCT
easat-3147	307	9	rafique	rafique	PROPN
easat-3147	307	10	,	,	PUNCT
easat-3147	307	11	k.	k.	PROPN
easat-3147	307	12	,	,	PUNCT
easat-3147	307	13	imtiaz	imtiaz	PROPN
easat-3147	307	14	,	,	PUNCT
easat-3147	307	15	m.	m.	NOUN
easat-3147	307	16	,	,	PUNCT
easat-3147	307	17	jan	jan	PROPN
easat-3147	307	18	,	,	PUNCT
easat-3147	307	19	r.	r.	PROPN
easat-3147	307	20	,	,	PUNCT
easat-3147	307	21	alotaibi	alotaibi	PROPN
easat-3147	307	22	,	,	PUNCT
easat-3147	307	23	h.	h.	PROPN
easat-3147	307	24	,	,	PUNCT
easat-3147	307	25	&	&	CCONJ
easat-3147	307	26	mekawy	mekawy	PROPN
easat-3147	307	27	,	,	PUNCT
easat-3147	307	28	i.	i.	PROPN
easat-3147	307	29	(	(	PUNCT
easat-3147	307	30	2024	2024	NUM
easat-3147	307	31	)	)	PUNCT
easat-3147	307	32	.	.	PUNCT
easat-3147	308	1	exploring	explore	VERB
easat-3147	308	2	magnetic	magnetic	ADJ
easat-3147	308	3	and	and	CCONJ
easat-3147	308	4	thermal	thermal	ADJ
easat-3147	308	5	effects	effect	NOUN
easat-3147	308	6	on	on	ADP
easat-3147	308	7	mhd	mhd	PROPN
easat-3147	308	8	bio	bio	PROPN
easat-3147	308	9	-	-	PUNCT
easat-3147	308	10	viscosity	viscosity	NOUN
easat-3147	308	11	flow	flow	NOUN
easat-3147	308	12	at	at	ADP
easat-3147	308	13	the	the	DET
easat-3147	308	14	lower	low	ADJ
easat-3147	308	15	stagnation	stagnation	NOUN
easat-3147	308	16	point	point	NOUN
easat-3147	308	17	of	of	ADP
easat-3147	308	18	a	a	DET
easat-3147	308	19	solid	solid	ADJ
easat-3147	308	20	sphere	sphere	NOUN
easat-3147	308	21	using	use	VERB
easat-3147	308	22	keller	keller	PROPN
easat-3147	308	23	box	box	PROPN
easat-3147	308	24	technique	technique	NOUN
easat-3147	308	25	.	.	PUNCT
easat-3147	309	1	partial	partial	ADJ
easat-3147	309	2	differential	differential	ADJ
easat-3147	309	3	equations	equation	NOUN
easat-3147	309	4	in	in	ADP
easat-3147	309	5	applied	applied	ADJ
easat-3147	309	6	mathematics	mathematic	NOUN
easat-3147	309	7	,	,	PUNCT
easat-3147	309	8	9	9	NUM
easat-3147	309	9	,	,	PUNCT
easat-3147	309	10	100601	100601	NUM
easat-3147	309	11	.	.	PUNCT
easat-3147	310	1	[	[	X
easat-3147	310	2	17	17	NUM
easat-3147	310	3	]	]	PUNCT
easat-3147	310	4	alotaibi	alotaibi	NOUN
easat-3147	310	5	,	,	PUNCT
easat-3147	310	6	h.	h.	PROPN
easat-3147	310	7	,	,	PUNCT
easat-3147	310	8	&	&	CCONJ
easat-3147	310	9	rafique	rafique	PROPN
easat-3147	310	10	,	,	PUNCT
easat-3147	310	11	k.	k.	PROPN
easat-3147	310	12	(	(	PUNCT
easat-3147	310	13	2022	2022	NUM
easat-3147	310	14	)	)	PUNCT
easat-3147	310	15	.	.	PUNCT
easat-3147	311	1	numerical	numerical	PROPN
easat-3147	311	2	simulation	simulation	PROPN
easat-3147	311	3	of	of	ADP
easat-3147	311	4	nanofluid	nanofluid	PROPN
easat-3147	311	5	flow	flow	NOUN
easat-3147	311	6	between	between	ADP
easat-3147	311	7	two	two	NUM
easat-3147	311	8	parallel	parallel	ADJ
easat-3147	311	9	disks	disk	NOUN
easat-3147	311	10	using	use	VERB
easat-3147	311	11	3	3	NUM
easat-3147	311	12	-	-	PUNCT
easat-3147	311	13	stage	stage	NOUN
easat-3147	311	14	lobatto	lobatto	NOUN
easat-3147	311	15	iii	iii	NOUN
easat-3147	311	16	-	-	PUNCT
easat-3147	311	17	a	a	DET
easat-3147	311	18	formula	formula	NOUN
easat-3147	311	19	.	.	PUNCT
easat-3147	312	1	open	open	ADJ
easat-3147	312	2	physics	physic	NOUN
easat-3147	312	3	,	,	PUNCT
easat-3147	312	4	20(1	20(1	NUM
easat-3147	312	5	)	)	PUNCT
easat-3147	312	6	,	,	PUNCT
easat-3147	312	7	649	649	NUM
easat-3147	312	8	-	-	SYM
easat-3147	312	9	656	656	NUM
easat-3147	312	10	.	.	PUNCT
easat-3147	313	1	[	[	X
easat-3147	313	2	18	18	NUM
easat-3147	313	3	]	]	PUNCT
easat-3147	313	4	sheikhpour	sheikhpour	NOUN
easat-3147	313	5	,	,	PUNCT
easat-3147	313	6	m.	m.	NOUN
easat-3147	313	7	,	,	PUNCT
easat-3147	313	8	arabi	arabi	PROPN
easat-3147	313	9	,	,	PUNCT
easat-3147	313	10	m.	m.	NOUN
easat-3147	313	11	,	,	PUNCT
easat-3147	313	12	kasaeian	kasaeian	PROPN
easat-3147	313	13	,	,	PUNCT
easat-3147	313	14	a.	a.	PROPN
easat-3147	313	15	,	,	PUNCT
easat-3147	313	16	rokn	rokn	PROPN
easat-3147	313	17	rabei	rabei	PROPN
easat-3147	313	18	,	,	PUNCT
easat-3147	313	19	a.	a.	NOUN
easat-3147	313	20	,	,	PUNCT
easat-3147	313	21	&	&	CCONJ
easat-3147	313	22	taherian	taherian	PROPN
easat-3147	313	23	,	,	PUNCT
easat-3147	313	24	z.	z.	PROPN
easat-3147	313	25	(	(	PUNCT
easat-3147	313	26	2020	2020	NUM
easat-3147	313	27	)	)	PUNCT
easat-3147	313	28	.	.	PUNCT
easat-3147	314	1	role	role	NOUN
easat-3147	314	2	of	of	ADP
easat-3147	314	3	nanofluids	nanofluid	NOUN
easat-3147	314	4	in	in	ADP
easat-3147	314	5	drug	drug	NOUN
easat-3147	314	6	delivery	delivery	NOUN
easat-3147	314	7	and	and	CCONJ
easat-3147	314	8	biomedical	biomedical	ADJ
easat-3147	314	9	technology	technology	NOUN
easat-3147	314	10	:	:	PUNCT
easat-3147	314	11	methods	method	NOUN
easat-3147	314	12	and	and	CCONJ
easat-3147	314	13	applications	application	NOUN
easat-3147	314	14	.	.	PUNCT
easat-3147	315	1	nanotechnology	nanotechnology	PROPN
easat-3147	315	2	,	,	PUNCT
easat-3147	315	3	science	science	NOUN
easat-3147	315	4	and	and	CCONJ
easat-3147	315	5	applications	application	NOUN
easat-3147	315	6	,	,	PUNCT
easat-3147	315	7	47	47	NUM
easat-3147	315	8	-	-	SYM
easat-3147	315	9	59	59	NUM
easat-3147	315	10	.	.	PUNCT
easat-3147	316	1	[	[	X
easat-3147	316	2	19	19	NUM
easat-3147	316	3	]	]	X
easat-3147	316	4	ashikbayeva	ashikbayeva	PROPN
easat-3147	316	5	,	,	PUNCT
easat-3147	316	6	z.	z.	PROPN
easat-3147	316	7	,	,	PUNCT
easat-3147	316	8	tosi	tosi	PROPN
easat-3147	316	9	,	,	PUNCT
easat-3147	316	10	d.	d.	PROPN
easat-3147	316	11	,	,	PUNCT
easat-3147	316	12	balmassov	balmassov	PROPN
easat-3147	316	13	,	,	PUNCT
easat-3147	316	14	d.	d.	PROPN
easat-3147	316	15	,	,	PUNCT
easat-3147	316	16	schena	schena	PROPN
easat-3147	316	17	,	,	PUNCT
easat-3147	316	18	e.	e.	PROPN
easat-3147	316	19	,	,	PUNCT
easat-3147	316	20	saccomandi	saccomandi	PROPN
easat-3147	316	21	,	,	PUNCT
easat-3147	316	22	p.	p.	NOUN
easat-3147	316	23	,	,	PUNCT
easat-3147	316	24	&	&	CCONJ
easat-3147	316	25	inglezakis	inglezakis	PROPN
easat-3147	316	26	,	,	PUNCT
easat-3147	316	27	v.	v.	PROPN
easat-3147	316	28	(	(	PUNCT
easat-3147	316	29	2019	2019	NUM
easat-3147	316	30	)	)	PUNCT
easat-3147	316	31	.	.	PUNCT
easat-3147	317	1	application	application	NOUN
easat-3147	317	2	of	of	ADP
easat-3147	317	3	nanoparticles	nanoparticle	NOUN
easat-3147	317	4	and	and	CCONJ
easat-3147	317	5	nanomaterials	nanomaterial	NOUN
easat-3147	317	6	in	in	ADP
easat-3147	317	7	thermal	thermal	ADJ
easat-3147	317	8	ablation	ablation	NOUN
easat-3147	317	9	therapy	therapy	NOUN
easat-3147	317	10	of	of	ADP
easat-3147	317	11	cancer	cancer	NOUN
easat-3147	317	12	.	.	PUNCT
easat-3147	318	1	nanomaterials	nanomaterial	NOUN
easat-3147	318	2	,	,	PUNCT
easat-3147	318	3	9(9	9(9	NUM
easat-3147	318	4	)	)	PUNCT
easat-3147	318	5	,	,	PUNCT
easat-3147	318	6	1195	1195	NUM
easat-3147	318	7	.	.	PUNCT
easat-3147	319	1	[	[	X
easat-3147	319	2	20	20	NUM
easat-3147	319	3	]	]	SYM
easat-3147	319	4	ellahi	ellahi	PROPN
easat-3147	319	5	,	,	PUNCT
easat-3147	319	6	r.	r.	PROPN
easat-3147	319	7	(	(	PUNCT
easat-3147	319	8	2018	2018	NUM
easat-3147	319	9	)	)	PUNCT
easat-3147	319	10	.	.	PUNCT
easat-3147	320	1	special	special	ADJ
easat-3147	320	2	issue	issue	NOUN
easat-3147	320	3	on	on	ADP
easat-3147	320	4	recent	recent	ADJ
easat-3147	320	5	developments	development	NOUN
easat-3147	320	6	of	of	ADP
easat-3147	320	7	nanofluids	nanofluid	NOUN
easat-3147	320	8	.	.	PUNCT
easat-3147	321	1	applied	apply	VERB
easat-3147	321	2	sciences	science	NOUN
easat-3147	321	3	,	,	PUNCT
easat-3147	321	4	8(2	8(2	NUM
easat-3147	321	5	)	)	PUNCT
easat-3147	321	6	,	,	PUNCT
easat-3147	321	7	192	192	NUM
easat-3147	321	8	.	.	PUNCT
easat-3147	322	1	[	[	X
easat-3147	322	2	21	21	NUM
easat-3147	322	3	]	]	X
easat-3147	322	4	alnahdi	alnahdi	PROPN
easat-3147	322	5	,	,	PUNCT
easat-3147	322	6	a.	a.	PROPN
easat-3147	322	7	s.	s.	PROPN
easat-3147	322	8	,	,	PUNCT
easat-3147	322	9	nasir	nasir	PROPN
easat-3147	322	10	,	,	PUNCT
easat-3147	322	11	s.	s.	PROPN
easat-3147	322	12	,	,	PUNCT
easat-3147	322	13	&	&	CCONJ
easat-3147	322	14	gul	gul	PROPN
easat-3147	322	15	,	,	PUNCT
easat-3147	322	16	t.	t.	PROPN
easat-3147	322	17	(	(	PUNCT
easat-3147	322	18	2023	2023	NUM
easat-3147	322	19	)	)	PUNCT
easat-3147	322	20	.	.	PUNCT
easat-3147	323	1	ternary	ternary	ADJ
easat-3147	323	2	casson	casson	PROPN
easat-3147	323	3	hybrid	hybrid	NOUN
easat-3147	323	4	nanofluids	nanofluid	NOUN
easat-3147	323	5	in	in	ADP
easat-3147	323	6	convergent	convergent	NOUN
easat-3147	323	7	/	/	SYM
easat-3147	323	8	divergent	divergent	ADJ
easat-3147	323	9	channel	channel	NOUN
easat-3147	323	10	for	for	ADP
easat-3147	323	11	the	the	DET
easat-3147	323	12	application	application	NOUN
easat-3147	323	13	of	of	ADP
easat-3147	323	14	medication	medication	NOUN
easat-3147	323	15	.	.	PUNCT
easat-3147	324	1	thermal	thermal	ADJ
easat-3147	324	2	science	science	NOUN
easat-3147	324	3	,	,	PUNCT
easat-3147	324	4	27(spec	27(spec	NUM
easat-3147	324	5	.	.	PUNCT
easat-3147	325	1	issue	issue	NOUN
easat-3147	325	2	1	1	NUM
easat-3147	325	3	)	)	PUNCT
easat-3147	325	4	,	,	PUNCT
easat-3147	325	5	67	67	NUM
easat-3147	325	6	-	-	SYM
easat-3147	325	7	76	76	NUM
easat-3147	325	8	.	.	PUNCT
easat-3147	326	1	[	[	X
easat-3147	326	2	22	22	NUM
easat-3147	326	3	]	]	X
easat-3147	326	4	akbar	akbar	NOUN
easat-3147	326	5	,	,	PUNCT
easat-3147	326	6	n.	n.	PROPN
easat-3147	326	7	s.	s.	PROPN
easat-3147	326	8	,	,	PUNCT
easat-3147	326	9	tripathi	tripathi	PROPN
easat-3147	326	10	,	,	PUNCT
easat-3147	326	11	d.	d.	PROPN
easat-3147	326	12	,	,	PUNCT
easat-3147	326	13	&	&	CCONJ
easat-3147	326	14	bég	bég	PROPN
easat-3147	326	15	,	,	PUNCT
easat-3147	326	16	o.	o.	NOUN
easat-3147	326	17	a.	a.	NOUN
easat-3147	326	18	(	(	PUNCT
easat-3147	326	19	2016	2016	NUM
easat-3147	326	20	)	)	PUNCT
easat-3147	326	21	.	.	PUNCT
easat-3147	327	1	modeling	model	VERB
easat-3147	327	2	nanoparticle	nanoparticle	NOUN
easat-3147	327	3	geometry	geometry	NOUN
easat-3147	327	4	effects	effect	NOUN
easat-3147	327	5	on	on	ADP
easat-3147	327	6	peristaltic	peristaltic	ADJ
easat-3147	327	7	pumping	pumping	NOUN
easat-3147	327	8	of	of	ADP
easat-3147	327	9	medical	medical	ADJ
easat-3147	327	10	magnetohydrodynamic	magnetohydrodynamic	ADJ
easat-3147	327	11	nanofluids	nanofluid	NOUN
easat-3147	327	12	with	with	ADP
easat-3147	327	13	heat	heat	NOUN
easat-3147	327	14	transfer	transfer	NOUN
easat-3147	327	15	.	.	PUNCT
easat-3147	328	1	journal	journal	NOUN
easat-3147	328	2	of	of	ADP
easat-3147	328	3	mechanics	mechanic	NOUN
easat-3147	328	4	in	in	ADP
easat-3147	328	5	medicine	medicine	NOUN
easat-3147	328	6	and	and	CCONJ
easat-3147	328	7	biology	biology	NOUN
easat-3147	328	8	,	,	PUNCT
easat-3147	328	9	16(06	16(06	NUM
easat-3147	328	10	)	)	PUNCT
easat-3147	328	11	,	,	PUNCT
easat-3147	328	12	1650088	1650088	NUM
easat-3147	328	13	.	.	PUNCT
easat-3147	329	1	[	[	X
easat-3147	329	2	23	23	NUM
easat-3147	329	3	]	]	X
easat-3147	329	4	alghamdi	alghamdi	NOUN
easat-3147	329	5	,	,	PUNCT
easat-3147	329	6	w.	w.	PROPN
easat-3147	329	7	,	,	PUNCT
easat-3147	329	8	alsubie	alsubie	PROPN
easat-3147	329	9	,	,	PUNCT
easat-3147	329	10	a.	a.	NOUN
easat-3147	329	11	,	,	PUNCT
easat-3147	329	12	kumam	kumam	PROPN
easat-3147	329	13	,	,	PUNCT
easat-3147	329	14	p.	p.	PROPN
easat-3147	329	15	,	,	PUNCT
easat-3147	329	16	saeed	saeed	PROPN
easat-3147	329	17	,	,	PUNCT
easat-3147	329	18	a.	a.	PROPN
easat-3147	329	19	,	,	PUNCT
easat-3147	329	20	&	&	CCONJ
easat-3147	329	21	gul	gul	PROPN
easat-3147	329	22	,	,	PUNCT
easat-3147	329	23	t.	t.	PROPN
easat-3147	329	24	(	(	PUNCT
easat-3147	329	25	2021	2021	NUM
easat-3147	329	26	)	)	PUNCT
easat-3147	329	27	.	.	PUNCT
easat-3147	330	1	mhd	mhd	PROPN
easat-3147	330	2	hybrid	hybrid	ADJ
easat-3147	330	3	nanofluid	nanofluid	PROPN
easat-3147	330	4	flow	flow	NOUN
easat-3147	330	5	comprising	comprise	VERB
easat-3147	330	6	the	the	DET
easat-3147	330	7	medication	medication	NOUN
easat-3147	330	8	through	through	ADP
easat-3147	330	9	a	a	DET
easat-3147	330	10	blood	blood	NOUN
easat-3147	330	11	artery	artery	NOUN
easat-3147	330	12	.	.	PUNCT
easat-3147	331	1	scientific	scientific	ADJ
easat-3147	331	2	reports	report	NOUN
easat-3147	331	3	,	,	PUNCT
easat-3147	331	4	11(1	11(1	NUM
easat-3147	331	5	)	)	PUNCT
easat-3147	331	6	,	,	PUNCT
easat-3147	331	7	11621	11621	NUM
easat-3147	331	8	.	.	PUNCT
easat-3147	332	1	[	[	X
easat-3147	332	2	24	24	NUM
easat-3147	332	3	]	]	PUNCT
easat-3147	332	4	makinde	makinde	NOUN
easat-3147	332	5	,	,	PUNCT
easat-3147	332	6	o.	o.	PROPN
easat-3147	332	7	d.	d.	PROPN
easat-3147	332	8	,	,	PUNCT
easat-3147	332	9	&	&	CCONJ
easat-3147	332	10	olanrewaju	olanrewaju	X
easat-3147	332	11	,	,	PUNCT
easat-3147	332	12	p.	p.	NOUN
easat-3147	332	13	o.	o.	NOUN
easat-3147	332	14	(	(	PUNCT
easat-3147	332	15	2011	2011	NUM
easat-3147	332	16	)	)	PUNCT
easat-3147	332	17	.	.	PUNCT
easat-3147	333	1	unsteady	unsteady	ADJ
easat-3147	333	2	mixed	mixed	ADJ
easat-3147	333	3	convection	convection	NOUN
easat-3147	333	4	with	with	ADP
easat-3147	333	5	soret	soret	NOUN
easat-3147	333	6	and	and	CCONJ
easat-3147	333	7	dufour	dufour	PROPN
easat-3147	333	8	effects	effect	NOUN
easat-3147	333	9	past	past	ADP
easat-3147	333	10	a	a	DET
easat-3147	333	11	porous	porous	ADJ
easat-3147	333	12	plate	plate	NOUN
easat-3147	333	13	moving	move	VERB
easat-3147	333	14	through	through	ADP
easat-3147	333	15	a	a	DET
easat-3147	333	16	binary	binary	ADJ
easat-3147	333	17	mixture	mixture	NOUN
easat-3147	333	18	of	of	ADP
easat-3147	333	19	chemically	chemically	ADV
easat-3147	333	20	reacting	react	VERB
easat-3147	333	21	fluid	fluid	NOUN
easat-3147	333	22	.	.	PUNCT
easat-3147	334	1	chemical	chemical	NOUN
easat-3147	334	2	engineering	engineering	NOUN
easat-3147	334	3	communications	communication	NOUN
easat-3147	334	4	,	,	PUNCT
easat-3147	334	5	198(7	198(7	NUM
easat-3147	334	6	)	)	PUNCT
easat-3147	334	7	,	,	PUNCT
easat-3147	334	8	920938	920938	NUM
easat-3147	334	9	.	.	PUNCT
easat-3147	335	1	[	[	X
easat-3147	335	2	25	25	NUM
easat-3147	335	3	]	]	X
easat-3147	335	4	hayat	hayat	PROPN
easat-3147	335	5	,	,	PUNCT
easat-3147	335	6	t.	t.	PROPN
easat-3147	335	7	,	,	PUNCT
easat-3147	335	8	rafiq	rafiq	PROPN
easat-3147	335	9	,	,	PUNCT
easat-3147	335	10	m.	m.	NOUN
easat-3147	335	11	,	,	PUNCT
easat-3147	335	12	&	&	CCONJ
easat-3147	335	13	ahmad	ahmad	PROPN
easat-3147	335	14	,	,	PUNCT
easat-3147	335	15	b.	b.	PROPN
easat-3147	335	16	(	(	PUNCT
easat-3147	335	17	2016	2016	NUM
easat-3147	335	18	)	)	PUNCT
easat-3147	335	19	.	.	PUNCT
easat-3147	336	1	soret	soret	VERB
easat-3147	336	2	and	and	CCONJ
easat-3147	336	3	dufour	dufour	PROPN
easat-3147	336	4	effects	effect	NOUN
easat-3147	336	5	on	on	ADP
easat-3147	336	6	mhd	mhd	NOUN
easat-3147	336	7	peristaltic	peristaltic	ADJ
easat-3147	336	8	flow	flow	NOUN
easat-3147	336	9	of	of	ADP
easat-3147	336	10	jeffrey	jeffrey	PROPN
easat-3147	336	11	fluid	fluid	NOUN
easat-3147	336	12	in	in	ADP
easat-3147	336	13	a	a	DET
easat-3147	336	14	rotating	rotate	VERB
easat-3147	336	15	system	system	NOUN
easat-3147	336	16	with	with	ADP
easat-3147	336	17	porous	porous	ADJ
easat-3147	336	18	medium	medium	NOUN
easat-3147	336	19	.	.	PUNCT
easat-3147	337	1	plos	plos	PROPN
easat-3147	337	2	one	one	NUM
easat-3147	337	3	,	,	PUNCT
easat-3147	337	4	11(1	11(1	NUM
easat-3147	337	5	)	)	PUNCT
easat-3147	337	6	,	,	PUNCT
easat-3147	337	7	e0145525	e0145525	PROPN
easat-3147	337	8	.	.	PUNCT
easat-3147	338	1	[	[	X
easat-3147	338	2	26	26	NUM
easat-3147	338	3	]	]	SYM
easat-3147	338	4	mahdy	mahdy	NOUN
easat-3147	338	5	,	,	PUNCT
easat-3147	338	6	a.	a.	NOUN
easat-3147	338	7	(	(	PUNCT
easat-3147	338	8	2015	2015	NUM
easat-3147	338	9	)	)	PUNCT
easat-3147	338	10	.	.	PUNCT
easat-3147	339	1	heat	heat	NOUN
easat-3147	339	2	transfer	transfer	NOUN
easat-3147	339	3	and	and	CCONJ
easat-3147	339	4	flow	flow	NOUN
easat-3147	339	5	of	of	ADP
easat-3147	339	6	a	a	DET
easat-3147	339	7	casson	casson	PROPN
easat-3147	339	8	fluid	fluid	NOUN
easat-3147	339	9	due	due	ADP
easat-3147	339	10	to	to	ADP
easat-3147	339	11	a	a	DET
easat-3147	339	12	stretching	stretch	VERB
easat-3147	339	13	cylinder	cylinder	NOUN
easat-3147	339	14	with	with	ADP
easat-3147	339	15	the	the	DET
easat-3147	339	16	soret	soret	NOUN
easat-3147	339	17	and	and	CCONJ
easat-3147	339	18	dufour	dufour	PROPN
easat-3147	339	19	effects	effect	NOUN
easat-3147	339	20	.	.	PUNCT
easat-3147	340	1	journal	journal	NOUN
easat-3147	340	2	of	of	ADP
easat-3147	340	3	engineering	engineering	NOUN
easat-3147	340	4	physics	physics	PROPN
easat-3147	340	5	and	and	CCONJ
easat-3147	340	6	thermophysics	thermophysic	NOUN
easat-3147	340	7	,	,	PUNCT
easat-3147	340	8	88	88	NUM
easat-3147	340	9	,	,	PUNCT
easat-3147	340	10	928	928	NUM
easat-3147	340	11	-	-	SYM
easat-3147	340	12	936	936	NUM
easat-3147	340	13	.	.	PUNCT
easat-3147	341	1	[	[	X
easat-3147	341	2	27	27	NUM
easat-3147	341	3	]	]	PUNCT
easat-3147	341	4	srinivasacharya	srinivasacharya	PROPN
easat-3147	341	5	,	,	PUNCT
easat-3147	341	6	d.	d.	PROPN
easat-3147	341	7	,	,	PUNCT
easat-3147	341	8	mallikarjuna	mallikarjuna	PROPN
easat-3147	341	9	,	,	PUNCT
easat-3147	341	10	b.	b.	PROPN
easat-3147	341	11	,	,	PUNCT
easat-3147	341	12	&	&	CCONJ
easat-3147	341	13	bhuvanavijaya	bhuvanavijaya	PROPN
easat-3147	341	14	,	,	PUNCT
easat-3147	341	15	r.	r.	PROPN
easat-3147	341	16	(	(	PUNCT
easat-3147	341	17	2015	2015	NUM
easat-3147	341	18	)	)	PUNCT
easat-3147	341	19	.	.	PUNCT
easat-3147	342	1	soret	soret	VERB
easat-3147	342	2	and	and	CCONJ
easat-3147	342	3	dufour	dufour	PROPN
easat-3147	342	4	effects	effect	NOUN
easat-3147	342	5	on	on	ADP
easat-3147	342	6	mixed	mixed	ADJ
easat-3147	342	7	convection	convection	NOUN
easat-3147	342	8	along	along	ADP
easat-3147	342	9	a	a	DET
easat-3147	342	10	vertical	vertical	ADJ
easat-3147	342	11	wavy	wavy	ADJ
easat-3147	342	12	surface	surface	NOUN
easat-3147	342	13	in	in	ADP
easat-3147	342	14	a	a	DET
easat-3147	342	15	porous	porous	ADJ
easat-3147	342	16	medium	medium	NOUN
easat-3147	342	17	with	with	ADP
easat-3147	342	18	variable	variable	ADJ
easat-3147	342	19	properties	property	NOUN
easat-3147	342	20	.	.	PUNCT
easat-3147	343	1	ain	ain	PROPN
easat-3147	343	2	shams	sham	VERB
easat-3147	343	3	engineering	engineering	NOUN
easat-3147	343	4	journal	journal	NOUN
easat-3147	343	5	,	,	PUNCT
easat-3147	343	6	6(2	6(2	NUM
easat-3147	343	7	)	)	PUNCT
easat-3147	343	8	,	,	PUNCT
easat-3147	343	9	553	553	NUM
easat-3147	343	10	-	-	SYM
easat-3147	343	11	564	564	NUM
easat-3147	343	12	.	.	PUNCT
easat-3147	344	1	[	[	X
easat-3147	344	2	28	28	NUM
easat-3147	344	3	]	]	X
easat-3147	344	4	ahmed	ahmed	PROPN
easat-3147	344	5	,	,	PUNCT
easat-3147	344	6	s.	s.	PROPN
easat-3147	344	7	e.	e.	PROPN
easat-3147	344	8	,	,	PUNCT
easat-3147	344	9	arafa	arafa	PROPN
easat-3147	344	10	,	,	PUNCT
easat-3147	344	11	a.	a.	NOUN
easat-3147	344	12	a.	a.	PROPN
easat-3147	344	13	,	,	PUNCT
easat-3147	344	14	&	&	CCONJ
easat-3147	344	15	hussein	hussein	PROPN
easat-3147	344	16	,	,	PUNCT
easat-3147	344	17	s.	s.	PROPN
easat-3147	344	18	a.	a.	PROPN
easat-3147	344	19	(	(	PUNCT
easat-3147	344	20	2024	2024	NUM
easat-3147	344	21	)	)	PUNCT
easat-3147	344	22	.	.	PUNCT
easat-3147	345	1	bioconvective	bioconvective	ADJ
easat-3147	345	2	flow	flow	NOUN
easat-3147	345	3	of	of	ADP
easat-3147	345	4	a	a	DET
easat-3147	345	5	variable	variable	ADJ
easat-3147	345	6	properties	property	NOUN
easat-3147	345	7	hybrid	hybrid	ADJ
easat-3147	345	8	nanofluid	nanofluid	NOUN
easat-3147	345	9	over	over	ADP
easat-3147	345	10	a	a	DET
easat-3147	345	11	spinning	spinning	NOUN
easat-3147	345	12	disk	disk	NOUN
easat-3147	345	13	with	with	ADP
easat-3147	345	14	arrhenius	arrhenius	NOUN
easat-3147	345	15	activation	activation	NOUN
easat-3147	345	16	energy	energy	NOUN
easat-3147	345	17	,	,	PUNCT
easat-3147	345	18	soret	soret	NOUN
easat-3147	345	19	and	and	CCONJ
easat-3147	345	20	dufour	dufour	PROPN
easat-3147	345	21	impacts	impact	NOUN
easat-3147	345	22	.	.	PUNCT
easat-3147	346	1	numerical	numerical	ADJ
easat-3147	346	2	heat	heat	NOUN
easat-3147	346	3	transfer	transfer	NOUN
easat-3147	346	4	,	,	PUNCT
easat-3147	346	5	part	part	NOUN
easat-3147	346	6	a	a	DET
easat-3147	346	7	:	:	PUNCT
easat-3147	346	8	applications	application	NOUN
easat-3147	346	9	,	,	PUNCT
easat-3147	346	10	85(6	85(6	NUM
easat-3147	346	11	)	)	PUNCT
easat-3147	346	12	,	,	PUNCT
easat-3147	346	13	900	900	NUM
easat-3147	346	14	-	-	SYM
easat-3147	346	15	922	922	NUM
easat-3147	346	16	.	.	PUNCT
easat-3147	347	1	[	[	X
easat-3147	347	2	29	29	NUM
easat-3147	347	3	]	]	SYM
easat-3147	347	4	balla	balla	X
easat-3147	347	5	,	,	PUNCT
easat-3147	347	6	c.	c.	PROPN
easat-3147	347	7	s.	s.	PROPN
easat-3147	347	8	,	,	PUNCT
easat-3147	347	9	ramesh	ramesh	PROPN
easat-3147	347	10	,	,	PUNCT
easat-3147	347	11	a.	a.	PROPN
easat-3147	347	12	,	,	PUNCT
easat-3147	347	13	kishan	kishan	PROPN
easat-3147	347	14	,	,	PUNCT
easat-3147	347	15	n.	n.	NOUN
easat-3147	347	16	,	,	PUNCT
easat-3147	347	17	&	&	CCONJ
easat-3147	347	18	rashad	rashad	PROPN
easat-3147	347	19	,	,	PUNCT
easat-3147	347	20	a.	a.	NOUN
easat-3147	347	21	m.	m.	NOUN
easat-3147	347	22	(	(	PUNCT
easat-3147	347	23	2021	2021	NUM
easat-3147	347	24	)	)	PUNCT
easat-3147	347	25	.	.	PUNCT
easat-3147	347	26	impact	impact	NOUN
easat-3147	347	27	of	of	ADP
easat-3147	347	28	soret	soret	NOUN
easat-3147	347	29	and	and	CCONJ
easat-3147	347	30	dufour	dufour	PROPN
easat-3147	347	31	on	on	ADP
easat-3147	347	32	bioconvective	bioconvective	ADJ
easat-3147	347	33	flow	flow	NOUN
easat-3147	347	34	of	of	ADP
easat-3147	347	35	nanofluid	nanofluid	NOUN
easat-3147	347	36	in	in	ADP
easat-3147	347	37	porous	porous	ADJ
easat-3147	347	38	square	square	ADJ
easat-3147	347	39	cavity	cavity	NOUN
easat-3147	347	40	.	.	PUNCT
easat-3147	348	1	heat	heat	NOUN
easat-3147	348	2	transfer	transfer	NOUN
easat-3147	348	3	,	,	PUNCT
easat-3147	348	4	50(5	50(5	NUM
easat-3147	348	5	)	)	PUNCT
easat-3147	348	6	,	,	PUNCT
easat-3147	348	7	5123	5123	NUM
easat-3147	348	8	-	-	SYM
easat-3147	348	9	5147	5147	NUM
easat-3147	348	10	.	.	PUNCT
easat-3147	349	1	[	[	X
easat-3147	349	2	30	30	NUM
easat-3147	349	3	]	]	X
easat-3147	349	4	razaq	razaq	NOUN
easat-3147	349	5	,	,	PUNCT
easat-3147	349	6	a.	a.	NOUN
easat-3147	349	7	,	,	PUNCT
easat-3147	349	8	hayat	hayat	PROPN
easat-3147	349	9	,	,	PUNCT
easat-3147	349	10	t.	t.	PROPN
easat-3147	349	11	,	,	PUNCT
easat-3147	349	12	khan	khan	PROPN
easat-3147	349	13	,	,	PUNCT
easat-3147	349	14	s.	s.	PROPN
easat-3147	349	15	a.	a.	PROPN
easat-3147	349	16	,	,	PUNCT
easat-3147	349	17	&	&	CCONJ
easat-3147	349	18	alsaedi	alsaedi	PROPN
easat-3147	349	19	,	,	PUNCT
easat-3147	349	20	a.	a.	NOUN
easat-3147	349	21	(	(	PUNCT
easat-3147	349	22	2024	2024	NUM
easat-3147	349	23	)	)	PUNCT
easat-3147	349	24	.	.	PUNCT
easat-3147	350	1	radiative	radiative	VERB
easat-3147	350	2	bioconvective	bioconvective	ADJ
easat-3147	350	3	flow	flow	NOUN
easat-3147	350	4	with	with	ADP
easat-3147	350	5	non	non	ADJ
easat-3147	350	6	-	-	ADJ
easat-3147	350	7	uniform	uniform	ADJ
easat-3147	350	8	heat	heat	NOUN
easat-3147	350	9	source	source	NOUN
easat-3147	350	10	and	and	CCONJ
easat-3147	350	11	soret	soret	NOUN
easat-3147	350	12	and	and	CCONJ
easat-3147	350	13	dufour	dufour	PROPN
easat-3147	350	14	impacts	impact	NOUN
easat-3147	350	15	.	.	PUNCT
easat-3147	351	1	alexandria	alexandria	PROPN
easat-3147	351	2	engineering	engineering	PROPN
easat-3147	351	3	journal	journal	PROPN
easat-3147	351	4	,	,	PUNCT
easat-3147	351	5	98	98	NUM
easat-3147	351	6	,	,	PUNCT
easat-3147	351	7	159	159	NUM
easat-3147	351	8	-	-	SYM
easat-3147	351	9	169	169	NUM
easat-3147	351	10	.	.	PUNCT
easat-3147	352	1	[	[	X
easat-3147	352	2	31	31	NUM
easat-3147	352	3	]	]	SYM
easat-3147	352	4	yin	yin	PROPN
easat-3147	352	5	,	,	PUNCT
easat-3147	352	6	j.	j.	PROPN
easat-3147	352	7	,	,	PUNCT
easat-3147	352	8	zhang	zhang	PROPN
easat-3147	352	9	,	,	PUNCT
easat-3147	352	10	x.	x.	PROPN
easat-3147	352	11	,	,	PUNCT
easat-3147	352	12	rehman	rehman	PROPN
easat-3147	352	13	,	,	PUNCT
easat-3147	352	14	m.	m.	NOUN
easat-3147	352	15	i.	i.	PROPN
easat-3147	352	16	u.	u.	PROPN
easat-3147	352	17	,	,	PUNCT
easat-3147	352	18	&	&	CCONJ
easat-3147	352	19	hamid	hamid	PROPN
easat-3147	352	20	,	,	PUNCT
easat-3147	352	21	a.	a.	NOUN
easat-3147	352	22	(	(	PUNCT
easat-3147	352	23	2022	2022	NUM
easat-3147	352	24	)	)	PUNCT
easat-3147	352	25	.	.	PUNCT
easat-3147	353	1	thermal	thermal	ADJ
easat-3147	353	2	radiation	radiation	NOUN
easat-3147	353	3	aspect	aspect	NOUN
easat-3147	353	4	of	of	ADP
easat-3147	353	5	bioconvection	bioconvection	NOUN
easat-3147	353	6	flow	flow	NOUN
easat-3147	353	7	of	of	ADP
easat-3147	353	8	magnetized	magnetized	ADJ
easat-3147	353	9	sisko	sisko	NOUN
easat-3147	353	10	nanofluid	nanofluid	PROPN
easat-3147	353	11	along	along	ADP
easat-3147	353	12	a	a	DET
easat-3147	353	13	stretching	stretch	VERB
easat-3147	353	14	cylinder	cylinder	NOUN
easat-3147	353	15	with	with	ADP
easat-3147	353	16	swimming	swimming	NOUN
easat-3147	353	17	microorganisms	microorganism	NOUN
easat-3147	353	18	.	.	PUNCT
easat-3147	354	1	case	case	NOUN
easat-3147	354	2	studies	study	NOUN
easat-3147	354	3	in	in	ADP
easat-3147	354	4	thermal	thermal	ADJ
easat-3147	354	5	engineering	engineering	NOUN
easat-3147	354	6	,	,	PUNCT
easat-3147	354	7	30	30	NUM
easat-3147	354	8	,	,	PUNCT
easat-3147	354	9	101771	101771	NUM
easat-3147	354	10	.	.	PUNCT
easat-3147	355	1	[	[	X
easat-3147	355	2	32	32	NUM
easat-3147	355	3	]	]	X
easat-3147	355	4	al	al	PROPN
easat-3147	355	5	-	-	PUNCT
easat-3147	355	6	mubaddel	mubaddel	PROPN
easat-3147	355	7	,	,	PUNCT
easat-3147	355	8	f.	f.	PROPN
easat-3147	355	9	s.	s.	PROPN
easat-3147	355	10	,	,	PUNCT
easat-3147	355	11	farooq	farooq	PROPN
easat-3147	355	12	,	,	PUNCT
easat-3147	355	13	u.	u.	PROPN
easat-3147	355	14	,	,	PUNCT
easat-3147	355	15	al	al	PROPN
easat-3147	355	16	-	-	PUNCT
easat-3147	355	17	khaled	khaled	PROPN
easat-3147	355	18	,	,	PUNCT
easat-3147	355	19	k.	k.	PROPN
easat-3147	355	20	,	,	PUNCT
easat-3147	355	21	hussain	hussain	PROPN
easat-3147	355	22	,	,	PUNCT
easat-3147	355	23	s.	s.	PROPN
easat-3147	355	24	,	,	PUNCT
easat-3147	355	25	khan	khan	PROPN
easat-3147	355	26	,	,	PUNCT
easat-3147	355	27	s.	s.	PROPN
easat-3147	355	28	u.	u.	PROPN
easat-3147	355	29	,	,	PUNCT
easat-3147	355	30	aijaz	aijaz	PROPN
easat-3147	355	31	,	,	PUNCT
easat-3147	355	32	m.	m.	NOUN
easat-3147	355	33	o.	o.	PROPN
easat-3147	355	34	,	,	PUNCT
easat-3147	355	35	...	...	PUNCT
easat-3147	355	36	&	&	CCONJ
easat-3147	355	37	waqas	waqas	PROPN
easat-3147	355	38	,	,	PUNCT
easat-3147	355	39	h.	h.	PROPN
easat-3147	355	40	(	(	PUNCT
easat-3147	355	41	2021	2021	NUM
easat-3147	355	42	)	)	PUNCT
easat-3147	355	43	.	.	PUNCT
easat-3147	356	1	double	double	ADJ
easat-3147	356	2	stratified	stratify	VERB
easat-3147	356	3	analysis	analysis	NOUN
easat-3147	356	4	for	for	ADP
easat-3147	356	5	bioconvection	bioconvection	NOUN
easat-3147	356	6	radiative	radiative	ADJ
easat-3147	356	7	flow	flow	NOUN
easat-3147	356	8	of	of	ADP
easat-3147	356	9	sisko	sisko	PROPN
easat-3147	356	10	nanofluid	nanofluid	PROPN
easat-3147	356	11	with	with	ADP
easat-3147	356	12	generalized	generalized	ADJ
easat-3147	356	13	heat	heat	NOUN
easat-3147	356	14	/	/	SYM
easat-3147	356	15	mass	mass	NOUN
easat-3147	356	16	fluxes	flux	NOUN
easat-3147	356	17	.	.	PUNCT
easat-3147	357	1	physica	physica	PROPN
easat-3147	357	2	scripta	scripta	PROPN
easat-3147	357	3	,	,	PUNCT
easat-3147	357	4	96(5	96(5	NUM
easat-3147	357	5	)	)	PUNCT
easat-3147	357	6	,	,	PUNCT
easat-3147	357	7	055004	055004	NUM
easat-3147	357	8	.	.	PUNCT
easat-3147	358	1	5253	5253	NUM
easat-3147	358	2	edelweiss	edelweiss	PROPN
easat-3147	358	3	applied	apply	VERB
easat-3147	358	4	science	science	NOUN
easat-3147	358	5	and	and	CCONJ
easat-3147	358	6	technology	technology	NOUN
easat-3147	358	7	issn	issn	PROPN
easat-3147	358	8	:	:	PUNCT
easat-3147	358	9	2576	2576	NUM
easat-3147	358	10	-	-	SYM
easat-3147	358	11	8484	8484	NUM
easat-3147	358	12	vol	vol	NOUN
easat-3147	358	13	.	.	PROPN
easat-3147	358	14	8	8	NUM
easat-3147	358	15	,	,	PUNCT
easat-3147	358	16	no	no	INTJ
easat-3147	358	17	.	.	NOUN
easat-3147	359	1	6	6	NUM
easat-3147	359	2	:	:	SYM
easat-3147	359	3	5236	5236	NUM
easat-3147	359	4	-	-	SYM
easat-3147	359	5	5253	5253	NUM
easat-3147	359	6	,	,	PUNCT
easat-3147	359	7	2024	2024	NUM
easat-3147	359	8	doi	doi	NOUN
easat-3147	359	9	:	:	PUNCT
easat-3147	359	10	10.55214/25768484.v8i6.3147	10.55214/25768484.v8i6.3147	PROPN
easat-3147	359	11	©	©	PROPN
easat-3147	359	12	2024	2024	NUM
easat-3147	359	13	by	by	ADP
easat-3147	359	14	the	the	DET
easat-3147	359	15	authors	author	NOUN
easat-3147	359	16	;	;	PUNCT
easat-3147	359	17	licensee	licensee	PROPN
easat-3147	359	18	learning	learning	NOUN
easat-3147	359	19	gate	gate	NOUN
easat-3147	360	1	[	[	X
easat-3147	360	2	33	33	NUM
easat-3147	360	3	]	]	X
easat-3147	360	4	puneeth	puneeth	NOUN
easat-3147	360	5	,	,	PUNCT
easat-3147	360	6	v.	v.	ADV
easat-3147	360	7	,	,	PUNCT
easat-3147	360	8	manjunatha	manjunatha	PROPN
easat-3147	360	9	,	,	PUNCT
easat-3147	360	10	s.	s.	PROPN
easat-3147	360	11	,	,	PUNCT
easat-3147	360	12	gireesha	gireesha	PROPN
easat-3147	360	13	,	,	PUNCT
easat-3147	360	14	b.	b.	PROPN
easat-3147	360	15	j.	j.	PROPN
easat-3147	360	16	,	,	PUNCT
easat-3147	360	17	&	&	CCONJ
easat-3147	360	18	shehzad	shehzad	PROPN
easat-3147	360	19	,	,	PUNCT
easat-3147	360	20	s.	s.	PROPN
easat-3147	360	21	a.	a.	PROPN
easat-3147	360	22	(	(	PUNCT
easat-3147	360	23	2021	2021	NUM
easat-3147	360	24	)	)	PUNCT
easat-3147	360	25	.	.	PUNCT
easat-3147	361	1	the	the	DET
easat-3147	361	2	three‐dimensional	three‐dimensional	ADJ
easat-3147	361	3	bioconvective	bioconvective	ADJ
easat-3147	361	4	flow	flow	NOUN
easat-3147	361	5	of	of	ADP
easat-3147	361	6	sisko	sisko	PROPN
easat-3147	361	7	nanofluid	nanofluid	PROPN
easat-3147	361	8	under	under	ADP
easat-3147	361	9	robin	robin	PROPN
easat-3147	361	10	's	's	PART
easat-3147	361	11	conditions	condition	NOUN
easat-3147	361	12	.	.	PUNCT
easat-3147	362	1	heat	heat	NOUN
easat-3147	362	2	transfer	transfer	NOUN
easat-3147	362	3	,	,	PUNCT
easat-3147	362	4	50(8	50(8	NUM
easat-3147	362	5	)	)	PUNCT
easat-3147	362	6	,	,	PUNCT
easat-3147	362	7	7632	7632	NUM
easat-3147	362	8	-	-	SYM
easat-3147	362	9	7653	7653	NUM
easat-3147	362	10	.	.	PUNCT
easat-3147	363	1	[	[	X
easat-3147	363	2	34	34	NUM
easat-3147	363	3	]	]	X
easat-3147	363	4	raju	raju	PROPN
easat-3147	363	5	,	,	PUNCT
easat-3147	363	6	c.	c.	PROPN
easat-3147	363	7	s.	s.	PROPN
easat-3147	363	8	k.	k.	PROPN
easat-3147	363	9	,	,	PUNCT
easat-3147	363	10	&	&	CCONJ
easat-3147	363	11	sandeep	sandeep	PROPN
easat-3147	363	12	,	,	PUNCT
easat-3147	363	13	n.	n.	PROPN
easat-3147	363	14	(	(	PUNCT
easat-3147	363	15	2016	2016	NUM
easat-3147	363	16	)	)	PUNCT
easat-3147	363	17	.	.	PUNCT
easat-3147	363	18	heat	heat	NOUN
easat-3147	363	19	and	and	CCONJ
easat-3147	363	20	mass	mass	NOUN
easat-3147	363	21	transfer	transfer	NOUN
easat-3147	363	22	in	in	ADP
easat-3147	363	23	mhd	mhd	NOUN
easat-3147	363	24	non	non	ADJ
easat-3147	363	25	-	-	ADJ
easat-3147	363	26	newtonian	newtonian	ADJ
easat-3147	363	27	bio	bio	ADJ
easat-3147	363	28	-	-	ADJ
easat-3147	363	29	convection	convection	ADJ
easat-3147	363	30	flow	flow	NOUN
easat-3147	363	31	over	over	ADP
easat-3147	363	32	a	a	DET
easat-3147	363	33	rotating	rotate	VERB
easat-3147	363	34	cone	cone	NOUN
easat-3147	363	35	/	/	SYM
easat-3147	363	36	plate	plate	NOUN
easat-3147	363	37	with	with	ADP
easat-3147	363	38	cross	cross	NOUN
easat-3147	363	39	diffusion	diffusion	NOUN
easat-3147	363	40	.	.	PUNCT
easat-3147	364	1	journal	journal	PROPN
easat-3147	364	2	of	of	ADP
easat-3147	364	3	molecular	molecular	ADJ
easat-3147	364	4	liquids	liquid	NOUN
easat-3147	364	5	,	,	PUNCT
easat-3147	364	6	215	215	NUM
easat-3147	364	7	,	,	PUNCT
easat-3147	364	8	115	115	NUM
easat-3147	364	9	-	-	SYM
easat-3147	364	10	126	126	NUM
easat-3147	364	11	.	.	PUNCT
easat-3147	365	1	[	[	X
easat-3147	365	2	35	35	NUM
easat-3147	365	3	]	]	SYM
easat-3147	365	4	hussain	hussain	PROPN
easat-3147	365	5	,	,	PUNCT
easat-3147	365	6	a.	a.	PROPN
easat-3147	365	7	,	,	PUNCT
easat-3147	365	8	malik	malik	PROPN
easat-3147	365	9	,	,	PUNCT
easat-3147	365	10	m.	m.	PROPN
easat-3147	365	11	y.	y.	PROPN
easat-3147	365	12	,	,	PUNCT
easat-3147	365	13	salahuddin	salahuddin	NOUN
easat-3147	365	14	,	,	PUNCT
easat-3147	365	15	t.	t.	PROPN
easat-3147	365	16	,	,	PUNCT
easat-3147	365	17	bilal	bilal	PROPN
easat-3147	365	18	,	,	PUNCT
easat-3147	365	19	s.	s.	PROPN
easat-3147	365	20	,	,	PUNCT
easat-3147	365	21	&	&	CCONJ
easat-3147	365	22	awais	awais	PROPN
easat-3147	365	23	,	,	PUNCT
easat-3147	365	24	m.	m.	NOUN
easat-3147	365	25	(	(	PUNCT
easat-3147	365	26	2017	2017	NUM
easat-3147	365	27	)	)	PUNCT
easat-3147	365	28	.	.	PUNCT
easat-3147	366	1	combined	combine	VERB
easat-3147	366	2	effects	effect	NOUN
easat-3147	366	3	of	of	ADP
easat-3147	366	4	viscous	viscous	ADJ
easat-3147	366	5	dissipation	dissipation	NOUN
easat-3147	366	6	and	and	CCONJ
easat-3147	366	7	joule	joule	NOUN
easat-3147	366	8	heating	heating	NOUN
easat-3147	366	9	on	on	ADP
easat-3147	366	10	mhd	mhd	PROPN
easat-3147	366	11	sisko	sisko	PROPN
easat-3147	366	12	nanofluid	nanofluid	PROPN
easat-3147	366	13	over	over	ADP
easat-3147	366	14	a	a	DET
easat-3147	366	15	stretching	stretch	VERB
easat-3147	366	16	cylinder	cylinder	NOUN
easat-3147	366	17	.	.	PUNCT
easat-3147	367	1	journal	journal	NOUN
easat-3147	367	2	of	of	ADP
easat-3147	367	3	molecular	molecular	ADJ
easat-3147	367	4	liquids	liquid	NOUN
easat-3147	367	5	,	,	PUNCT
easat-3147	367	6	231	231	NUM
easat-3147	367	7	,	,	PUNCT
easat-3147	367	8	341	341	NUM
easat-3147	367	9	-	-	SYM
easat-3147	367	10	352	352	NUM
easat-3147	367	11	.	.	PUNCT
easat-3147	368	1	[	[	X
easat-3147	368	2	36	36	NUM
easat-3147	368	3	]	]	X
easat-3147	368	4	yin	yin	PROPN
easat-3147	368	5	,	,	PUNCT
easat-3147	368	6	j.	j.	PROPN
easat-3147	368	7	,	,	PUNCT
easat-3147	368	8	zhang	zhang	PROPN
easat-3147	368	9	,	,	PUNCT
easat-3147	368	10	x.	x.	PROPN
easat-3147	368	11	,	,	PUNCT
easat-3147	368	12	rehman	rehman	PROPN
easat-3147	368	13	,	,	PUNCT
easat-3147	368	14	m.	m.	NOUN
easat-3147	368	15	i.	i.	PROPN
easat-3147	368	16	u.	u.	PROPN
easat-3147	368	17	,	,	PUNCT
easat-3147	368	18	&	&	CCONJ
easat-3147	368	19	hamid	hamid	PROPN
easat-3147	368	20	,	,	PUNCT
easat-3147	368	21	a.	a.	NOUN
easat-3147	368	22	(	(	PUNCT
easat-3147	368	23	2022	2022	NUM
easat-3147	368	24	)	)	PUNCT
easat-3147	368	25	.	.	PUNCT
easat-3147	369	1	thermal	thermal	ADJ
easat-3147	369	2	radiation	radiation	NOUN
easat-3147	369	3	aspect	aspect	NOUN
easat-3147	369	4	of	of	ADP
easat-3147	369	5	bioconvection	bioconvection	NOUN
easat-3147	369	6	flow	flow	NOUN
easat-3147	369	7	of	of	ADP
easat-3147	369	8	magnetized	magnetized	ADJ
easat-3147	369	9	sisko	sisko	NOUN
easat-3147	369	10	nanofluid	nanofluid	PROPN
easat-3147	369	11	along	along	ADP
easat-3147	369	12	a	a	DET
easat-3147	369	13	stretching	stretch	VERB
easat-3147	369	14	cylinder	cylinder	NOUN
easat-3147	369	15	with	with	ADP
easat-3147	369	16	swimming	swimming	NOUN
easat-3147	369	17	microorganisms	microorganism	NOUN
easat-3147	369	18	.	.	PUNCT
easat-3147	370	1	case	case	NOUN
easat-3147	370	2	studies	study	NOUN
easat-3147	370	3	in	in	ADP
easat-3147	370	4	thermal	thermal	ADJ
easat-3147	370	5	engineering	engineering	NOUN
easat-3147	370	6	,	,	PUNCT
easat-3147	370	7	30	30	NUM
easat-3147	370	8	,	,	PUNCT
easat-3147	370	9	101771	101771	NUM
easat-3147	370	10	.	.	PUNCT