id	sid	tid	token	lemma	pos
ap-10161	1	1	acta	acta	PROPN
ap-10161	1	2	polytechnica	polytechnica	PROPN
ap-10161	1	3	https://doi.org/10.14311/ap.2025.65.0478	https://doi.org/10.14311/ap.2025.65.0478	PROPN
ap-10161	1	4	acta	acta	PROPN
ap-10161	1	5	polytechnica	polytechnica	PROPN
ap-10161	1	6	65(4):478–492	65(4):478–492	PROPN
ap-10161	1	7	,	,	PUNCT
ap-10161	1	8	2025	2025	NUM
ap-10161	1	9	©	©	ADP
ap-10161	1	10	2025	2025	NUM
ap-10161	1	11	the	the	DET
ap-10161	1	12	author(s	author(s	NOUN
ap-10161	1	13	)	)	PUNCT
ap-10161	1	14	.	.	PUNCT
ap-10161	2	1	licensed	license	VERB
ap-10161	2	2	under	under	ADP
ap-10161	2	3	a	a	DET
ap-10161	2	4	cc	cc	NOUN
ap-10161	2	5	-	-	PUNCT
ap-10161	2	6	by	by	ADP
ap-10161	2	7	4.0	4.0	NUM
ap-10161	2	8	licence	licence	NOUN
ap-10161	2	9	published	publish	VERB
ap-10161	2	10	by	by	ADP
ap-10161	2	11	the	the	DET
ap-10161	2	12	czech	czech	PROPN
ap-10161	2	13	technical	technical	PROPN
ap-10161	2	14	university	university	PROPN
ap-10161	2	15	in	in	ADP
ap-10161	2	16	prague	prague	NOUN
ap-10161	2	17	effects	effect	NOUN
ap-10161	2	18	of	of	ADP
ap-10161	2	19	coupled	couple	VERB
ap-10161	2	20	diffusion	diffusion	NOUN
ap-10161	2	21	and	and	CCONJ
ap-10161	2	22	buoyancy	buoyancy	NOUN
ap-10161	2	23	forces	force	NOUN
ap-10161	2	24	on	on	ADP
ap-10161	2	25	three	three	NUM
ap-10161	2	26	-	-	PUNCT
ap-10161	2	27	dimensional	dimensional	ADJ
ap-10161	2	28	mhd	mhd	NOUN
ap-10161	2	29	convective	convective	PROPN
ap-10161	2	30	williamson	williamson	PROPN
ap-10161	2	31	-	-	PUNCT
ap-10161	2	32	casson	casson	PROPN
ap-10161	2	33	nanofluid	nanofluid	PROPN
ap-10161	2	34	flow	flow	NOUN
ap-10161	2	35	:	:	PUNCT
ap-10161	2	36	a	a	DET
ap-10161	2	37	numerical	numerical	ADJ
ap-10161	2	38	study	study	NOUN
ap-10161	2	39	bhargavi	bhargavi	NOUN
ap-10161	2	40	samudralaa,∗	samudralaa,∗	NOUN
ap-10161	2	41	,	,	PUNCT
ap-10161	2	42	k.	k.	PROPN
ap-10161	2	43	jayalakshmib	jayalakshmib	PROPN
ap-10161	2	44	,	,	PUNCT
ap-10161	2	45	murali	murali	PROPN
ap-10161	2	46	gundaganic	gundaganic	PROPN
ap-10161	2	47	a	a	DET
ap-10161	2	48	joginpally	joginpally	PROPN
ap-10161	2	49	b.	b.	PROPN
ap-10161	2	50	r.	r.	PROPN
ap-10161	2	51	engineering	engineering	PROPN
ap-10161	2	52	college	college	PROPN
ap-10161	2	53	,	,	PUNCT
ap-10161	2	54	500075	500075	NUM
ap-10161	2	55	bhaskar	bhaskar	NOUN
ap-10161	2	56	nagar	nagar	NOUN
ap-10161	2	57	,	,	PUNCT
ap-10161	2	58	india	india	PROPN
ap-10161	2	59	b	b	PROPN
ap-10161	2	60	jawaharlal	jawaharlal	PROPN
ap-10161	2	61	nehru	nehru	PROPN
ap-10161	2	62	technological	technological	ADJ
ap-10161	2	63	university	university	NOUN
ap-10161	2	64	,	,	PUNCT
ap-10161	2	65	515002	515002	NUM
ap-10161	2	66	anantapuram	anantapuram	NOUN
ap-10161	2	67	,	,	PUNCT
ap-10161	2	68	india	india	PROPN
ap-10161	2	69	c	c	PROPN
ap-10161	2	70	geethanjali	geethanjali	VERB
ap-10161	2	71	college	college	PROPN
ap-10161	2	72	of	of	ADP
ap-10161	2	73	engineering	engineering	NOUN
ap-10161	2	74	and	and	CCONJ
ap-10161	2	75	technology	technology	NOUN
ap-10161	2	76	,	,	PUNCT
ap-10161	2	77	501301	501301	NUM
ap-10161	2	78	cheeryal	cheeryal	NOUN
ap-10161	2	79	,	,	PUNCT
ap-10161	2	80	india	india	PROPN
ap-10161	2	81	∗	∗	NOUN
ap-10161	2	82	corresponding	correspond	VERB
ap-10161	2	83	author	author	NOUN
ap-10161	2	84	:	:	PUNCT
ap-10161	2	85	bhargavi.mathematics@gmail.com	bhargavi.mathematics@gmail.com	X
ap-10161	2	86	abstract	abstract	ADJ
ap-10161	2	87	.	.	PUNCT
ap-10161	3	1	the	the	DET
ap-10161	3	2	study	study	NOUN
ap-10161	3	3	analyses	analyse	VERB
ap-10161	3	4	how	how	SCONJ
ap-10161	3	5	thermal	thermal	ADJ
ap-10161	3	6	diffusion	diffusion	NOUN
ap-10161	3	7	,	,	PUNCT
ap-10161	3	8	dufour	dufour	PROPN
ap-10161	3	9	effect	effect	NOUN
ap-10161	3	10	,	,	PUNCT
ap-10161	3	11	thermophoretic	thermophoretic	ADJ
ap-10161	3	12	forces	force	NOUN
ap-10161	3	13	,	,	PUNCT
ap-10161	3	14	brownian	brownian	ADJ
ap-10161	3	15	motion	motion	NOUN
ap-10161	3	16	,	,	PUNCT
ap-10161	3	17	buoyancy	buoyancy	NOUN
ap-10161	3	18	-	-	PUNCT
ap-10161	3	19	driven	drive	VERB
ap-10161	3	20	convection	convection	NOUN
ap-10161	3	21	,	,	PUNCT
ap-10161	3	22	and	and	CCONJ
ap-10161	3	23	magnetic	magnetic	ADJ
ap-10161	3	24	fields	field	NOUN
ap-10161	3	25	collectively	collectively	ADV
ap-10161	3	26	impact	impact	VERB
ap-10161	3	27	microbial	microbial	ADJ
ap-10161	3	28	behaviour	behaviour	NOUN
ap-10161	3	29	in	in	ADP
ap-10161	3	30	a	a	DET
ap-10161	3	31	convective	convective	ADJ
ap-10161	3	32	mhd	mhd	NOUN
ap-10161	3	33	flow	flow	NOUN
ap-10161	3	34	of	of	ADP
ap-10161	3	35	a	a	DET
ap-10161	3	36	williamson	williamson	NOUN
ap-10161	3	37	-	-	PUNCT
ap-10161	3	38	casson	casson	PROPN
ap-10161	3	39	nanofluid	nanofluid	PROPN
ap-10161	3	40	past	past	ADP
ap-10161	3	41	an	an	DET
ap-10161	3	42	exponentially	exponentially	ADV
ap-10161	3	43	stretched	stretch	VERB
ap-10161	3	44	surface	surface	NOUN
ap-10161	3	45	.	.	PUNCT
ap-10161	4	1	utilising	utilise	VERB
ap-10161	4	2	boussinesq	boussinesq	PROPN
ap-10161	4	3	’s	’s	PART
ap-10161	4	4	approach	approach	NOUN
ap-10161	4	5	,	,	PUNCT
ap-10161	4	6	we	we	PRON
ap-10161	4	7	examine	examine	VERB
ap-10161	4	8	the	the	DET
ap-10161	4	9	density	density	NOUN
ap-10161	4	10	fluctuations	fluctuation	NOUN
ap-10161	4	11	induced	induce	VERB
ap-10161	4	12	by	by	ADP
ap-10161	4	13	temperature	temperature	NOUN
ap-10161	4	14	and	and	CCONJ
ap-10161	4	15	concentration	concentration	NOUN
ap-10161	4	16	variations	variation	NOUN
ap-10161	4	17	.	.	PUNCT
ap-10161	5	1	upon	upon	SCONJ
ap-10161	5	2	implementing	implement	VERB
ap-10161	5	3	convective	convective	ADJ
ap-10161	5	4	surface	surface	NOUN
ap-10161	5	5	boundary	boundary	ADJ
ap-10161	5	6	conditions	condition	NOUN
ap-10161	5	7	for	for	ADP
ap-10161	5	8	the	the	DET
ap-10161	5	9	sheet	sheet	NOUN
ap-10161	5	10	,	,	PUNCT
ap-10161	5	11	the	the	DET
ap-10161	5	12	governing	govern	VERB
ap-10161	5	13	partial	partial	ADJ
ap-10161	5	14	differential	differential	NOUN
ap-10161	5	15	equations	equation	NOUN
ap-10161	5	16	are	be	AUX
ap-10161	5	17	transformed	transform	VERB
ap-10161	5	18	into	into	ADP
ap-10161	5	19	ordinary	ordinary	ADJ
ap-10161	5	20	differential	differential	ADJ
ap-10161	5	21	equations	equation	NOUN
ap-10161	5	22	and	and	CCONJ
ap-10161	5	23	then	then	ADV
ap-10161	5	24	resolved	resolve	VERB
ap-10161	5	25	computationally	computationally	ADV
ap-10161	5	26	using	use	VERB
ap-10161	5	27	the	the	DET
ap-10161	5	28	matlab	matlab	NOUN
ap-10161	5	29	“	"	PUNCT
ap-10161	5	30	bvp4c	bvp4c	PROPN
ap-10161	5	31	”	"	PUNCT
ap-10161	5	32	method	method	NOUN
ap-10161	5	33	.	.	PUNCT
ap-10161	6	1	this	this	DET
ap-10161	6	2	procedure	procedure	NOUN
ap-10161	6	3	is	be	AUX
ap-10161	6	4	continued	continue	VERB
ap-10161	6	5	until	until	SCONJ
ap-10161	6	6	the	the	DET
ap-10161	6	7	equations	equation	NOUN
ap-10161	6	8	are	be	AUX
ap-10161	6	9	resolved	resolve	VERB
ap-10161	6	10	.	.	PUNCT
ap-10161	7	1	the	the	DET
ap-10161	7	2	graphical	graphical	ADJ
ap-10161	7	3	representation	representation	NOUN
ap-10161	7	4	illustrates	illustrate	VERB
ap-10161	7	5	the	the	DET
ap-10161	7	6	impact	impact	NOUN
ap-10161	7	7	of	of	ADP
ap-10161	7	8	essential	essential	ADJ
ap-10161	7	9	flow	flow	NOUN
ap-10161	7	10	parameters	parameter	NOUN
ap-10161	7	11	on	on	ADP
ap-10161	7	12	temperature	temperature	NOUN
ap-10161	7	13	,	,	PUNCT
ap-10161	7	14	concentration	concentration	NOUN
ap-10161	7	15	,	,	PUNCT
ap-10161	7	16	main	main	ADJ
ap-10161	7	17	and	and	CCONJ
ap-10161	7	18	secondary	secondary	ADJ
ap-10161	7	19	velocities	velocity	NOUN
ap-10161	7	20	,	,	PUNCT
ap-10161	7	21	and	and	CCONJ
ap-10161	7	22	microorganism	microorganism	NOUN
ap-10161	7	23	profiles	profile	NOUN
ap-10161	7	24	.	.	PUNCT
ap-10161	8	1	to	to	PART
ap-10161	8	2	better	well	ADV
ap-10161	8	3	understand	understand	VERB
ap-10161	8	4	the	the	DET
ap-10161	8	5	behaviour	behaviour	NOUN
ap-10161	8	6	of	of	ADP
ap-10161	8	7	these	these	DET
ap-10161	8	8	parameters	parameter	NOUN
ap-10161	8	9	,	,	PUNCT
ap-10161	8	10	numerical	numerical	ADJ
ap-10161	8	11	calculations	calculation	NOUN
ap-10161	8	12	of	of	ADP
ap-10161	8	13	the	the	DET
ap-10161	8	14	local	local	ADJ
ap-10161	8	15	sherwood	sherwood	PROPN
ap-10161	8	16	number	number	NOUN
ap-10161	8	17	,	,	PUNCT
ap-10161	8	18	motile	motile	ADJ
ap-10161	8	19	density	density	NOUN
ap-10161	8	20	,	,	PUNCT
ap-10161	8	21	skin	skin	NOUN
ap-10161	8	22	-	-	PUNCT
ap-10161	8	23	friction	friction	NOUN
ap-10161	8	24	coefficient	coefficient	NOUN
ap-10161	8	25	,	,	PUNCT
ap-10161	8	26	and	and	CCONJ
ap-10161	8	27	nusselt	nusselt	NOUN
ap-10161	8	28	number	number	NOUN
ap-10161	8	29	are	be	AUX
ap-10161	8	30	conducted	conduct	VERB
ap-10161	8	31	.	.	PUNCT
ap-10161	9	1	tabular	tabular	NOUN
ap-10161	9	2	analysis	analysis	NOUN
ap-10161	9	3	is	be	AUX
ap-10161	9	4	used	use	VERB
ap-10161	9	5	to	to	PART
ap-10161	9	6	evaluate	evaluate	VERB
ap-10161	9	7	the	the	DET
ap-10161	9	8	impact	impact	NOUN
ap-10161	9	9	of	of	ADP
ap-10161	9	10	various	various	ADJ
ap-10161	9	11	parameters	parameter	NOUN
ap-10161	9	12	on	on	ADP
ap-10161	9	13	fluid	fluid	ADJ
ap-10161	9	14	flow	flow	NOUN
ap-10161	9	15	,	,	PUNCT
ap-10161	9	16	including	include	VERB
ap-10161	9	17	skin	skin	NOUN
ap-10161	9	18	friction	friction	NOUN
ap-10161	9	19	,	,	PUNCT
ap-10161	9	20	the	the	DET
ap-10161	9	21	nusselt	nusselt	NOUN
ap-10161	9	22	number	number	NOUN
ap-10161	9	23	,	,	PUNCT
ap-10161	9	24	motile	motile	ADJ
ap-10161	9	25	density	density	NOUN
ap-10161	9	26	,	,	PUNCT
ap-10161	9	27	and	and	CCONJ
ap-10161	9	28	the	the	DET
ap-10161	9	29	sherwood	sherwood	PROPN
ap-10161	9	30	number	number	NOUN
ap-10161	9	31	.	.	PUNCT
ap-10161	10	1	the	the	DET
ap-10161	10	2	data	datum	NOUN
ap-10161	10	3	provided	provide	VERB
ap-10161	10	4	herein	herein	NOUN
ap-10161	10	5	closely	closely	ADV
ap-10161	10	6	resemble	resemble	VERB
ap-10161	10	7	those	those	PRON
ap-10161	10	8	previously	previously	ADV
ap-10161	10	9	published	publish	VERB
ap-10161	10	10	by	by	ADP
ap-10161	10	11	other	other	ADJ
ap-10161	10	12	authors	author	NOUN
ap-10161	10	13	.	.	PUNCT
ap-10161	11	1	ultimately	ultimately	ADV
ap-10161	11	2	,	,	PUNCT
ap-10161	11	3	nanofluids	nanofluid	VERB
ap-10161	11	4	have	have	VERB
ap-10161	11	5	the	the	DET
ap-10161	11	6	potential	potential	NOUN
ap-10161	11	7	for	for	ADP
ap-10161	11	8	significant	significant	ADJ
ap-10161	11	9	technical	technical	ADJ
ap-10161	11	10	applications	application	NOUN
ap-10161	11	11	in	in	ADP
ap-10161	11	12	the	the	DET
ap-10161	11	13	future	future	NOUN
ap-10161	11	14	.	.	PUNCT
ap-10161	12	1	this	this	PRON
ap-10161	12	2	is	be	AUX
ap-10161	12	3	due	due	ADJ
ap-10161	12	4	to	to	ADP
ap-10161	12	5	certain	certain	ADJ
ap-10161	12	6	physical	physical	ADJ
ap-10161	12	7	characteristics	characteristic	NOUN
ap-10161	12	8	examined	examine	VERB
ap-10161	12	9	in	in	ADP
ap-10161	12	10	this	this	DET
ap-10161	12	11	study	study	NOUN
ap-10161	12	12	.	.	PUNCT
ap-10161	13	1	these	these	DET
ap-10161	13	2	attributes	attribute	NOUN
ap-10161	13	3	possess	possess	VERB
ap-10161	13	4	the	the	DET
ap-10161	13	5	capacity	capacity	NOUN
ap-10161	13	6	to	to	PART
ap-10161	13	7	enhance	enhance	VERB
ap-10161	13	8	thermophysical	thermophysical	ADJ
ap-10161	13	9	characteristics	characteristic	NOUN
ap-10161	13	10	and	and	CCONJ
ap-10161	13	11	heat	heat	NOUN
ap-10161	13	12	mass	mass	NOUN
ap-10161	13	13	transport	transport	NOUN
ap-10161	13	14	.	.	PUNCT
ap-10161	14	1	keywords	keyword	NOUN
ap-10161	14	2	:	:	PUNCT
ap-10161	14	3	mhd	mhd	NOUN
ap-10161	14	4	,	,	PUNCT
ap-10161	14	5	three	three	NUM
ap-10161	14	6	-	-	PUNCT
ap-10161	14	7	dimensional	dimensional	ADJ
ap-10161	14	8	,	,	PUNCT
ap-10161	14	9	williamson	williamson	NOUN
ap-10161	14	10	fluid	fluid	NOUN
ap-10161	14	11	,	,	PUNCT
ap-10161	14	12	casson	casson	PROPN
ap-10161	14	13	fluid	fluid	NOUN
ap-10161	14	14	,	,	PUNCT
ap-10161	14	15	nanofluid	nanofluid	ADJ
ap-10161	14	16	,	,	PUNCT
ap-10161	14	17	exponentially	exponentially	ADV
ap-10161	14	18	stretching	stretch	VERB
ap-10161	14	19	sheet	sheet	NOUN
ap-10161	14	20	,	,	PUNCT
ap-10161	14	21	microorganisms	microorganism	NOUN
ap-10161	14	22	,	,	PUNCT
ap-10161	14	23	coupled	couple	VERB
ap-10161	14	24	diffusion	diffusion	NOUN
ap-10161	14	25	,	,	PUNCT
ap-10161	14	26	buoyancy	buoyancy	NOUN
ap-10161	14	27	forces	force	NOUN
ap-10161	14	28	,	,	PUNCT
ap-10161	14	29	magnetic	magnetic	ADJ
ap-10161	14	30	field	field	NOUN
ap-10161	14	31	.	.	PUNCT
ap-10161	15	1	1	1	X
ap-10161	15	2	.	.	X
ap-10161	15	3	introduction	introduction	NOUN
ap-10161	15	4	a	a	DET
ap-10161	15	5	stretched	stretch	VERB
ap-10161	15	6	surface	surface	NOUN
ap-10161	15	7	causes	cause	VERB
ap-10161	15	8	a	a	DET
ap-10161	15	9	boundary	boundary	ADJ
ap-10161	15	10	layer	layer	NOUN
ap-10161	15	11	flow	flow	NOUN
ap-10161	15	12	,	,	PUNCT
ap-10161	15	13	which	which	PRON
ap-10161	15	14	improves	improve	VERB
ap-10161	15	15	the	the	DET
ap-10161	15	16	mixing	mixing	NOUN
ap-10161	15	17	that	that	PRON
ap-10161	15	18	occurs	occur	VERB
ap-10161	15	19	adjacent	adjacent	ADJ
ap-10161	15	20	to	to	ADP
ap-10161	15	21	the	the	DET
ap-10161	15	22	surface	surface	NOUN
ap-10161	15	23	,	,	PUNCT
ap-10161	15	24	hence	hence	ADV
ap-10161	15	25	increasing	increase	VERB
ap-10161	15	26	the	the	DET
ap-10161	15	27	amount	amount	NOUN
ap-10161	15	28	of	of	ADP
ap-10161	15	29	heat	heat	NOUN
ap-10161	15	30	and	and	CCONJ
ap-10161	15	31	mass	mass	NOUN
ap-10161	15	32	that	that	PRON
ap-10161	15	33	is	be	AUX
ap-10161	15	34	transferred	transfer	VERB
ap-10161	15	35	.	.	PUNCT
ap-10161	16	1	the	the	DET
ap-10161	16	2	stretching	stretch	VERB
ap-10161	16	3	motion	motion	NOUN
ap-10161	16	4	enhances	enhance	VERB
ap-10161	16	5	mixing	mix	VERB
ap-10161	16	6	and	and	CCONJ
ap-10161	16	7	heat	heat	NOUN
ap-10161	16	8	transfer	transfer	NOUN
ap-10161	16	9	in	in	ADP
ap-10161	16	10	nanofluids	nanofluid	NOUN
ap-10161	16	11	,	,	PUNCT
ap-10161	16	12	which	which	PRON
ap-10161	16	13	contain	contain	VERB
ap-10161	16	14	nanoparticles	nanoparticle	NOUN
ap-10161	16	15	that	that	PRON
ap-10161	16	16	boost	boost	VERB
ap-10161	16	17	thermal	thermal	ADJ
ap-10161	16	18	conductivity	conductivity	NOUN
ap-10161	16	19	,	,	PUNCT
ap-10161	16	20	surpassing	surpass	VERB
ap-10161	16	21	the	the	DET
ap-10161	16	22	performance	performance	NOUN
ap-10161	16	23	of	of	ADP
ap-10161	16	24	stationary	stationary	ADJ
ap-10161	16	25	surfaces	surface	NOUN
ap-10161	16	26	.	.	PUNCT
ap-10161	17	1	stretching	stretch	VERB
ap-10161	17	2	surfaces	surface	NOUN
ap-10161	17	3	are	be	AUX
ap-10161	17	4	widely	widely	ADV
ap-10161	17	5	used	use	VERB
ap-10161	17	6	in	in	ADP
ap-10161	17	7	many	many	ADJ
ap-10161	17	8	manufacturing	manufacturing	NOUN
ap-10161	17	9	processes	process	NOUN
ap-10161	17	10	,	,	PUNCT
ap-10161	17	11	including	include	VERB
ap-10161	17	12	extrusion	extrusion	NOUN
ap-10161	17	13	,	,	PUNCT
ap-10161	17	14	wire	wire	NOUN
ap-10161	17	15	drawing	drawing	NOUN
ap-10161	17	16	,	,	PUNCT
ap-10161	17	17	and	and	CCONJ
ap-10161	17	18	glass	glass	NOUN
ap-10161	17	19	production	production	NOUN
ap-10161	17	20	.	.	PUNCT
ap-10161	18	1	these	these	DET
ap-10161	18	2	processes	process	NOUN
ap-10161	18	3	need	need	VERB
ap-10161	18	4	to	to	PART
ap-10161	18	5	manage	manage	VERB
ap-10161	18	6	cooling	cool	VERB
ap-10161	18	7	and	and	CCONJ
ap-10161	18	8	heat	heat	NOUN
ap-10161	18	9	drainage	drainage	NOUN
ap-10161	18	10	in	in	ADP
ap-10161	18	11	order	order	NOUN
ap-10161	18	12	to	to	PART
ap-10161	18	13	function	function	VERB
ap-10161	18	14	properly	properly	ADV
ap-10161	18	15	.	.	PUNCT
ap-10161	19	1	in	in	ADP
ap-10161	19	2	addition	addition	NOUN
ap-10161	19	3	,	,	PUNCT
ap-10161	19	4	these	these	DET
ap-10161	19	5	surfaces	surface	NOUN
ap-10161	19	6	are	be	AUX
ap-10161	19	7	necessary	necessary	ADJ
ap-10161	19	8	for	for	ADP
ap-10161	19	9	the	the	DET
ap-10161	19	10	analysis	analysis	NOUN
ap-10161	19	11	of	of	ADP
ap-10161	19	12	flow	flow	NOUN
ap-10161	19	13	dynamics	dynamic	NOUN
ap-10161	19	14	and	and	CCONJ
ap-10161	19	15	the	the	DET
ap-10161	19	16	improvement	improvement	NOUN
ap-10161	19	17	of	of	ADP
ap-10161	19	18	industrial	industrial	ADJ
ap-10161	19	19	business	business	NOUN
ap-10161	19	20	processes	process	NOUN
ap-10161	19	21	.	.	PUNCT
ap-10161	20	1	within	within	ADP
ap-10161	20	2	the	the	DET
ap-10161	20	3	realm	realm	NOUN
ap-10161	20	4	of	of	ADP
ap-10161	20	5	microfluidic	microfluidic	NOUN
ap-10161	20	6	and	and	CCONJ
ap-10161	20	7	cooling	cool	VERB
ap-10161	20	8	systems	system	NOUN
ap-10161	20	9	,	,	PUNCT
ap-10161	20	10	the	the	DET
ap-10161	20	11	incorporation	incorporation	NOUN
ap-10161	20	12	of	of	ADP
ap-10161	20	13	nanofluids	nanofluid	NOUN
ap-10161	20	14	and	and	CCONJ
ap-10161	20	15	stretched	stretch	VERB
ap-10161	20	16	surfaces	surface	NOUN
ap-10161	20	17	has	have	VERB
ap-10161	20	18	the	the	DET
ap-10161	20	19	potential	potential	NOUN
ap-10161	20	20	to	to	PART
ap-10161	20	21	significantly	significantly	ADV
ap-10161	20	22	improve	improve	VERB
ap-10161	20	23	thermal	thermal	ADJ
ap-10161	20	24	management	management	NOUN
ap-10161	20	25	.	.	PUNCT
ap-10161	21	1	subsequent	subsequent	ADJ
ap-10161	21	2	research	research	NOUN
ap-10161	21	3	such	such	ADJ
ap-10161	21	4	as	as	ADP
ap-10161	21	5	that	that	PRON
ap-10161	21	6	conducted	conduct	VERB
ap-10161	21	7	by	by	ADP
ap-10161	21	8	reddy	reddy	PROPN
ap-10161	21	9	et	et	PROPN
ap-10161	21	10	al	al	PROPN
ap-10161	21	11	.	.	PUNCT
ap-10161	22	1	[	[	X
ap-10161	22	2	1	1	X
ap-10161	22	3	]	]	PUNCT
ap-10161	22	4	and	and	CCONJ
ap-10161	22	5	hussanan	hussanan	NOUN
ap-10161	22	6	et	et	PROPN
ap-10161	22	7	al	al	PROPN
ap-10161	22	8	.	.	PUNCT
ap-10161	23	1	[	[	X
ap-10161	23	2	2	2	NUM
ap-10161	23	3	]	]	PUNCT
ap-10161	23	4	focused	focus	VERB
ap-10161	23	5	on	on	ADP
ap-10161	23	6	the	the	DET
ap-10161	23	7	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	23	8	(	(	PUNCT
ap-10161	23	9	mhd	mhd	NOUN
ap-10161	23	10	)	)	PUNCT
ap-10161	23	11	flow	flow	NOUN
ap-10161	23	12	and	and	CCONJ
ap-10161	23	13	heat	heat	NOUN
ap-10161	23	14	transmission	transmission	NOUN
ap-10161	23	15	of	of	ADP
ap-10161	23	16	nanofluids	nanofluid	NOUN
ap-10161	23	17	over	over	ADP
ap-10161	23	18	stretched	stretch	VERB
ap-10161	23	19	surfaces	surface	NOUN
ap-10161	23	20	.	.	PUNCT
ap-10161	24	1	these	these	DET
ap-10161	24	2	studies	study	NOUN
ap-10161	24	3	provided	provide	VERB
ap-10161	24	4	substantial	substantial	ADJ
ap-10161	24	5	insight	insight	NOUN
ap-10161	24	6	into	into	ADP
ap-10161	24	7	heat	heat	NOUN
ap-10161	24	8	generation	generation	NOUN
ap-10161	24	9	and	and	CCONJ
ap-10161	24	10	boundary	boundary	ADJ
ap-10161	24	11	conditions	condition	NOUN
ap-10161	24	12	.	.	PUNCT
ap-10161	25	1	mahanthesh	mahanthesh	NOUN
ap-10161	25	2	et	et	PROPN
ap-10161	25	3	al	al	PROPN
ap-10161	25	4	.	.	PUNCT
ap-10161	26	1	[	[	X
ap-10161	26	2	3	3	X
ap-10161	26	3	]	]	PUNCT
ap-10161	26	4	and	and	CCONJ
ap-10161	26	5	tulu	tulu	VERB
ap-10161	26	6	et	et	PROPN
ap-10161	26	7	al	al	PROPN
ap-10161	26	8	.	.	PUNCT
ap-10161	27	1	[	[	X
ap-10161	27	2	4	4	NUM
ap-10161	27	3	]	]	PUNCT
ap-10161	27	4	investigated	investigate	VERB
ap-10161	27	5	the	the	DET
ap-10161	27	6	flow	flow	NOUN
ap-10161	27	7	behaviour	behaviour	NOUN
ap-10161	27	8	of	of	ADP
ap-10161	27	9	swcnt	swcnt	ADV
ap-10161	27	10	and	and	CCONJ
ap-10161	27	11	mwcnt	mwcnt	ADJ
ap-10161	27	12	nano	nano	NOUN
ap-10161	27	13	-	-	PUNCT
ap-10161	27	14	liquids	liquid	NOUN
ap-10161	27	15	over	over	ADP
ap-10161	27	16	spinning	spinning	NOUN
ap-10161	27	17	surfaces	surface	NOUN
ap-10161	27	18	and	and	CCONJ
ap-10161	27	19	assessed	assess	VERB
ap-10161	27	20	the	the	DET
ap-10161	27	21	influence	influence	NOUN
ap-10161	27	22	of	of	ADP
ap-10161	27	23	heat	heat	NOUN
ap-10161	27	24	sources	source	NOUN
ap-10161	27	25	.	.	PUNCT
ap-10161	28	1	both	both	DET
ap-10161	28	2	groups	group	NOUN
ap-10161	28	3	of	of	ADP
ap-10161	28	4	researchers	researcher	NOUN
ap-10161	28	5	reached	reach	VERB
ap-10161	28	6	comparable	comparable	ADJ
ap-10161	28	7	results	result	NOUN
ap-10161	28	8	.	.	PUNCT
ap-10161	29	1	the	the	DET
ap-10161	29	2	mixed	mixed	ADJ
ap-10161	29	3	convective	convective	ADJ
ap-10161	29	4	flow	flow	NOUN
ap-10161	29	5	of	of	ADP
ap-10161	29	6	carbon	carbon	NOUN
ap-10161	29	7	nanotubes	nanotube	NOUN
ap-10161	29	8	with	with	ADP
ap-10161	29	9	newtonian	newtonian	ADJ
ap-10161	29	10	heating	heating	NOUN
ap-10161	29	11	over	over	ADP
ap-10161	29	12	a	a	DET
ap-10161	29	13	stretched	stretch	VERB
ap-10161	29	14	cylinder	cylinder	NOUN
ap-10161	29	15	was	be	AUX
ap-10161	29	16	investigated	investigate	VERB
ap-10161	29	17	by	by	ADP
ap-10161	29	18	muhammad	muhammad	PROPN
ap-10161	29	19	and	and	CCONJ
ap-10161	29	20	hayat	hayat	NOUN
ap-10161	30	1	[	[	X
ap-10161	30	2	5	5	NUM
ap-10161	30	3	]	]	PUNCT
ap-10161	30	4	.	.	PUNCT
ap-10161	31	1	a	a	DET
ap-10161	31	2	thorough	thorough	ADJ
ap-10161	31	3	investigation	investigation	NOUN
ap-10161	31	4	was	be	AUX
ap-10161	31	5	carried	carry	VERB
ap-10161	31	6	out	out	ADP
ap-10161	31	7	by	by	ADP
ap-10161	31	8	shah	shah	PROPN
ap-10161	31	9	et	et	PROPN
ap-10161	31	10	al	al	PROPN
ap-10161	31	11	.	.	PUNCT
ap-10161	32	1	[	[	X
ap-10161	32	2	6	6	NUM
ap-10161	32	3	]	]	PUNCT
ap-10161	32	4	with	with	ADP
ap-10161	32	5	the	the	DET
ap-10161	32	6	purpose	purpose	NOUN
ap-10161	32	7	of	of	ADP
ap-10161	32	8	increasing	increase	VERB
ap-10161	32	9	the	the	DET
ap-10161	32	10	entropy	entropy	NOUN
ap-10161	32	11	of	of	ADP
ap-10161	32	12	nanofluid	nanofluid	ADJ
ap-10161	32	13	flow	flow	NOUN
ap-10161	32	14	of	of	ADP
ap-10161	32	15	fourth	fourth	ADJ
ap-10161	32	16	-	-	PUNCT
ap-10161	32	17	grade	grade	NOUN
ap-10161	32	18	over	over	ADP
ap-10161	32	19	a	a	DET
ap-10161	32	20	deformable	deformable	ADJ
ap-10161	32	21	riga	riga	ADJ
ap-10161	32	22	wall	wall	NOUN
ap-10161	32	23	.	.	PUNCT
ap-10161	33	1	there	there	PRON
ap-10161	33	2	was	be	VERB
ap-10161	33	3	an	an	DET
ap-10161	33	4	investigation	investigation	NOUN
ap-10161	33	5	conducted	conduct	VERB
ap-10161	33	6	by	by	ADP
ap-10161	33	7	salamah	salamah	NOUN
ap-10161	33	8	aljaloud	aljaloud	ADV
ap-10161	33	9	and	and	CCONJ
ap-10161	33	10	colleagues	colleague	NOUN
ap-10161	33	11	[	[	X
ap-10161	33	12	7	7	X
ap-10161	33	13	]	]	PUNCT
ap-10161	33	14	into	into	ADP
ap-10161	33	15	the	the	DET
ap-10161	33	16	flow	flow	NOUN
ap-10161	33	17	of	of	ADP
ap-10161	33	18	pair	pair	NOUN
ap-10161	33	19	stress	stress	NOUN
ap-10161	33	20	nanofluid	nanofluid	PROPN
ap-10161	33	21	that	that	PRON
ap-10161	33	22	was	be	AUX
ap-10161	33	23	caused	cause	VERB
ap-10161	33	24	by	by	ADP
ap-10161	33	25	a	a	DET
ap-10161	33	26	stretched	stretch	VERB
ap-10161	33	27	surface	surface	NOUN
ap-10161	33	28	.	.	PUNCT
ap-10161	34	1	the	the	DET
ap-10161	34	2	researchers	researcher	NOUN
ap-10161	34	3	looked	look	VERB
ap-10161	34	4	at	at	ADP
ap-10161	34	5	the	the	DET
ap-10161	34	6	effects	effect	NOUN
ap-10161	34	7	of	of	ADP
ap-10161	34	8	an	an	DET
ap-10161	34	9	induced	induced	ADJ
ap-10161	34	10	magnetic	magnetic	ADJ
ap-10161	34	11	field	field	NOUN
ap-10161	34	12	as	as	ADV
ap-10161	34	13	well	well	ADV
ap-10161	34	14	as	as	ADP
ap-10161	34	15	the	the	DET
ap-10161	34	16	effects	effect	NOUN
ap-10161	34	17	of	of	ADP
ap-10161	34	18	variable	variable	ADJ
ap-10161	34	19	thermal	thermal	ADJ
ap-10161	34	20	conductivity	conductivity	NOUN
ap-10161	34	21	.	.	PUNCT
ap-10161	35	1	an	an	DET
ap-10161	35	2	investigation	investigation	NOUN
ap-10161	35	3	was	be	AUX
ap-10161	35	4	conducted	conduct	VERB
ap-10161	35	5	by	by	ADP
ap-10161	35	6	amjad	amjad	PROPN
ap-10161	35	7	and	and	CCONJ
ap-10161	35	8	colleagues	colleague	NOUN
ap-10161	36	1	[	[	X
ap-10161	36	2	8	8	NUM
ap-10161	36	3	]	]	PUNCT
ap-10161	36	4	to	to	PART
ap-10161	36	5	determine	determine	VERB
ap-10161	36	6	the	the	DET
ap-10161	36	7	effects	effect	NOUN
ap-10161	36	8	of	of	ADP
ap-10161	36	9	the	the	DET
ap-10161	36	10	lorentz	lorentz	PROPN
ap-10161	36	11	force	force	NOUN
ap-10161	36	12	and	and	CCONJ
ap-10161	36	13	an	an	DET
ap-10161	36	14	induced	induced	ADJ
ap-10161	36	15	magnetic	magnetic	ADJ
ap-10161	36	16	field	field	NOUN
ap-10161	36	17	on	on	ADP
ap-10161	36	18	the	the	DET
ap-10161	36	19	flow	flow	NOUN
ap-10161	36	20	of	of	ADP
ap-10161	36	21	casson	casson	PROPN
ap-10161	36	22	micropolar	micropolar	PROPN
ap-10161	36	23	nanofluid	nanofluid	PROPN
ap-10161	36	24	over	over	ADP
ap-10161	36	25	a	a	DET
ap-10161	36	26	permeable	permeable	ADJ
ap-10161	36	27	curved	curved	ADJ
ap-10161	36	28	stretching	stretch	VERB
ap-10161	36	29	or	or	CCONJ
ap-10161	36	30	shrinking	shrink	VERB
ap-10161	36	31	surface	surface	NOUN
ap-10161	36	32	that	that	PRON
ap-10161	36	33	is	be	AUX
ap-10161	36	34	located	locate	VERB
ap-10161	36	35	inside	inside	ADP
ap-10161	36	36	a	a	DET
ap-10161	36	37	stagnation	stagnation	NOUN
ap-10161	36	38	region	region	NOUN
ap-10161	36	39	.	.	PUNCT
ap-10161	37	1	the	the	DET
ap-10161	37	2	nonlinear	nonlinear	ADJ
ap-10161	37	3	dissipative	dissipative	NOUN
ap-10161	37	4	slip	slip	NOUN
ap-10161	37	5	flow	flow	NOUN
ap-10161	37	6	of	of	ADP
ap-10161	37	7	jeffrey	jeffrey	PROPN
ap-10161	37	8	nanomaterial	nanomaterial	PROPN
ap-10161	37	9	across	across	ADP
ap-10161	37	10	a	a	DET
ap-10161	37	11	curved	curved	ADJ
ap-10161	37	12	surface	surface	NOUN
ap-10161	37	13	was	be	AUX
ap-10161	37	14	explored	explore	VERB
ap-10161	37	15	by	by	ADP
ap-10161	37	16	khan	khan	PROPN
ap-10161	37	17	and	and	CCONJ
ap-10161	37	18	alzahrani	alzahrani	NOUN
ap-10161	38	1	[	[	X
ap-10161	38	2	9	9	NUM
ap-10161	38	3	]	]	PUNCT
ap-10161	38	4	.	.	PUNCT
ap-10161	39	1	this	this	DET
ap-10161	39	2	investigation	investigation	NOUN
ap-10161	39	3	included	include	VERB
ap-10161	39	4	the	the	DET
ap-10161	39	5	formation	formation	NOUN
ap-10161	39	6	of	of	ADP
ap-10161	39	7	entropy	entropy	NOUN
ap-10161	39	8	as	as	ADV
ap-10161	39	9	well	well	ADV
ap-10161	39	10	478	478	NUM
ap-10161	39	11	https://doi.org/10.14311/ap.2025.65.0478	https://doi.org/10.14311/ap.2025.65.0478	PROPN
ap-10161	39	12	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ap-10161	39	13	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
ap-10161	39	14	vol	vol	NOUN
ap-10161	39	15	.	.	PROPN
ap-10161	40	1	65	65	NUM
ap-10161	40	2	no	no	NOUN
ap-10161	40	3	.	.	PUNCT
ap-10161	41	1	4/2025	4/2025	NUM
ap-10161	41	2	effects	effect	NOUN
ap-10161	41	3	of	of	ADP
ap-10161	41	4	coupled	couple	VERB
ap-10161	41	5	diffusion	diffusion	NOUN
ap-10161	41	6	and	and	CCONJ
ap-10161	41	7	buoyancy	buoyancy	NOUN
ap-10161	41	8	forces	force	NOUN
ap-10161	41	9	on	on	ADP
ap-10161	41	10	three	three	NUM
ap-10161	41	11	-	-	PUNCT
ap-10161	41	12	dimensional	dimensional	ADJ
ap-10161	41	13	.	.	PUNCT
ap-10161	41	14	.	.	PUNCT
ap-10161	42	1	.	.	PUNCT
ap-10161	43	1	as	as	ADP
ap-10161	43	2	the	the	DET
ap-10161	43	3	acquisition	acquisition	NOUN
ap-10161	43	4	of	of	ADP
ap-10161	43	5	activation	activation	NOUN
ap-10161	43	6	energy	energy	NOUN
ap-10161	43	7	.	.	PUNCT
ap-10161	44	1	a	a	DET
ap-10161	44	2	research	research	NOUN
ap-10161	44	3	investigating	investigate	VERB
ap-10161	44	4	the	the	DET
ap-10161	44	5	transmission	transmission	NOUN
ap-10161	44	6	of	of	ADP
ap-10161	44	7	heat	heat	NOUN
ap-10161	44	8	in	in	ADP
ap-10161	44	9	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	44	10	flow	flow	NOUN
ap-10161	44	11	over	over	ADP
ap-10161	44	12	a	a	DET
ap-10161	44	13	flexible	flexible	ADJ
ap-10161	44	14	riga	riga	PROPN
ap-10161	44	15	wall	wall	NOUN
ap-10161	44	16	was	be	AUX
ap-10161	44	17	carried	carry	VERB
ap-10161	44	18	out	out	ADP
ap-10161	44	19	by	by	ADP
ap-10161	44	20	shah	shah	PROPN
ap-10161	44	21	et	et	PROPN
ap-10161	44	22	al	al	PROPN
ap-10161	44	23	.	.	PUNCT
ap-10161	45	1	[	[	X
ap-10161	45	2	10	10	NUM
ap-10161	45	3	]	]	PUNCT
ap-10161	45	4	,	,	PUNCT
ap-10161	45	5	who	who	PRON
ap-10161	45	6	took	take	VERB
ap-10161	45	7	into	into	ADP
ap-10161	45	8	consideration	consideration	NOUN
ap-10161	45	9	the	the	DET
ap-10161	45	10	rate	rate	NOUN
ap-10161	45	11	at	at	ADP
ap-10161	45	12	which	which	PRON
ap-10161	45	13	entropy	entropy	NOUN
ap-10161	45	14	was	be	AUX
ap-10161	45	15	produced	produce	VERB
ap-10161	45	16	.	.	PUNCT
ap-10161	46	1	over	over	ADP
ap-10161	46	2	the	the	DET
ap-10161	46	3	course	course	NOUN
ap-10161	46	4	of	of	ADP
ap-10161	46	5	their	their	PRON
ap-10161	46	6	research	research	NOUN
ap-10161	46	7	,	,	PUNCT
ap-10161	46	8	othman	othman	NOUN
ap-10161	46	9	and	and	CCONJ
ap-10161	46	10	colleagues	colleague	NOUN
ap-10161	46	11	[	[	X
ap-10161	46	12	11	11	NUM
ap-10161	46	13	]	]	PUNCT
ap-10161	46	14	looked	look	VERB
ap-10161	46	15	into	into	ADP
ap-10161	46	16	the	the	DET
ap-10161	46	17	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	46	18	stagnation	stagnation	NOUN
ap-10161	46	19	point	point	NOUN
ap-10161	46	20	in	in	ADP
ap-10161	46	21	nanofluid	nanofluid	ADJ
ap-10161	46	22	flow	flow	NOUN
ap-10161	46	23	as	as	ADV
ap-10161	46	24	well	well	ADV
ap-10161	46	25	as	as	ADP
ap-10161	46	26	the	the	DET
ap-10161	46	27	heat	heat	NOUN
ap-10161	46	28	transfer	transfer	NOUN
ap-10161	46	29	of	of	ADP
ap-10161	46	30	carbon	carbon	NOUN
ap-10161	46	31	nanotubes	nanotube	NOUN
ap-10161	46	32	on	on	ADP
ap-10161	46	33	a	a	DET
ap-10161	46	34	decreasing	decrease	VERB
ap-10161	46	35	surface	surface	NOUN
ap-10161	46	36	that	that	PRON
ap-10161	46	37	had	have	VERB
ap-10161	46	38	a	a	DET
ap-10161	46	39	heat	heat	NOUN
ap-10161	46	40	-	-	PUNCT
ap-10161	46	41	sink	sink	NOUN
ap-10161	46	42	characteristic	characteristic	NOUN
ap-10161	46	43	.	.	PUNCT
ap-10161	47	1	an	an	DET
ap-10161	47	2	investigation	investigation	NOUN
ap-10161	47	3	of	of	ADP
ap-10161	47	4	the	the	DET
ap-10161	47	5	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	47	6	behaviour	behaviour	NOUN
ap-10161	47	7	of	of	ADP
ap-10161	47	8	carbon	carbon	NOUN
ap-10161	47	9	nanotubes	nanotube	NOUN
ap-10161	47	10	was	be	AUX
ap-10161	47	11	carried	carry	VERB
ap-10161	47	12	out	out	ADP
ap-10161	47	13	by	by	ADP
ap-10161	47	14	majeed	majeed	PROPN
ap-10161	47	15	et	et	PROPN
ap-10161	47	16	al	al	PROPN
ap-10161	47	17	.	.	PUNCT
ap-10161	48	1	[	[	X
ap-10161	48	2	12	12	NUM
ap-10161	48	3	]	]	PUNCT
ap-10161	48	4	in	in	ADP
ap-10161	48	5	the	the	DET
ap-10161	48	6	flow	flow	NOUN
ap-10161	48	7	of	of	ADP
ap-10161	48	8	a	a	DET
ap-10161	48	9	rotating	rotate	VERB
ap-10161	48	10	nanofluid	nanofluid	NOUN
ap-10161	48	11	over	over	ADP
ap-10161	48	12	a	a	DET
ap-10161	48	13	stretched	stretch	VERB
ap-10161	48	14	surface	surface	NOUN
ap-10161	48	15	that	that	PRON
ap-10161	48	16	was	be	AUX
ap-10161	48	17	permeable	permeable	ADJ
ap-10161	48	18	.	.	PUNCT
ap-10161	49	1	within	within	ADP
ap-10161	49	2	the	the	DET
ap-10161	49	3	context	context	NOUN
ap-10161	49	4	of	of	ADP
ap-10161	49	5	magnetohydrodynamics	magnetohydrodynamic	NOUN
ap-10161	49	6	,	,	PUNCT
ap-10161	49	7	samat	samat	NOUN
ap-10161	49	8	et	et	PROPN
ap-10161	49	9	al	al	PROPN
ap-10161	49	10	.	.	PUNCT
ap-10161	50	1	[	[	X
ap-10161	50	2	13	13	NUM
ap-10161	50	3	]	]	PUNCT
ap-10161	50	4	conducted	conduct	VERB
ap-10161	50	5	an	an	DET
ap-10161	50	6	investigation	investigation	NOUN
ap-10161	50	7	on	on	ADP
ap-10161	50	8	the	the	DET
ap-10161	50	9	flow	flow	NOUN
ap-10161	50	10	and	and	CCONJ
ap-10161	50	11	heat	heat	NOUN
ap-10161	50	12	transfer	transfer	NOUN
ap-10161	50	13	of	of	ADP
ap-10161	50	14	carbon	carbon	NOUN
ap-10161	50	15	nanotube	nanotube	NOUN
ap-10161	50	16	nanofluids	nanofluid	NOUN
ap-10161	50	17	over	over	ADP
ap-10161	50	18	a	a	DET
ap-10161	50	19	moving	move	VERB
ap-10161	50	20	surface	surface	NOUN
ap-10161	50	21	.	.	PUNCT
ap-10161	51	1	an	an	DET
ap-10161	51	2	investigation	investigation	NOUN
ap-10161	51	3	of	of	ADP
ap-10161	51	4	the	the	DET
ap-10161	51	5	darcy	darcy	PROPN
ap-10161	51	6	-	-	PUNCT
ap-10161	51	7	forchheimer	forchheimer	PROPN
ap-10161	51	8	flow	flow	NOUN
ap-10161	51	9	of	of	ADP
ap-10161	51	10	hydromagnetic	hydromagnetic	ADJ
ap-10161	51	11	nanofluid	nanofluid	NOUN
ap-10161	51	12	over	over	ADP
ap-10161	51	13	a	a	DET
ap-10161	51	14	stretching	stretching	NOUN
ap-10161	51	15	/	/	SYM
ap-10161	51	16	shrinking	shrink	VERB
ap-10161	51	17	sheet	sheet	NOUN
ap-10161	51	18	inside	inside	ADP
ap-10161	51	19	a	a	DET
ap-10161	51	20	thermally	thermally	ADV
ap-10161	51	21	stratified	stratified	ADJ
ap-10161	51	22	porous	porous	ADJ
ap-10161	51	23	medium	medium	NOUN
ap-10161	51	24	was	be	AUX
ap-10161	51	25	carried	carry	VERB
ap-10161	51	26	out	out	ADP
ap-10161	51	27	by	by	ADP
ap-10161	51	28	ganesh	ganesh	PROPN
ap-10161	51	29	et	et	PROPN
ap-10161	51	30	al	al	PROPN
ap-10161	51	31	.	.	PUNCT
ap-10161	52	1	[	[	X
ap-10161	52	2	14	14	NUM
ap-10161	52	3	]	]	PUNCT
ap-10161	52	4	.	.	PUNCT
ap-10161	53	1	this	this	DET
ap-10161	53	2	investigation	investigation	NOUN
ap-10161	53	3	included	include	VERB
ap-10161	53	4	investigation	investigation	NOUN
ap-10161	53	5	into	into	ADP
ap-10161	53	6	the	the	DET
ap-10161	53	7	impacts	impact	NOUN
ap-10161	53	8	of	of	ADP
ap-10161	53	9	second	second	ADJ
ap-10161	53	10	-	-	PUNCT
ap-10161	53	11	order	order	NOUN
ap-10161	53	12	slip	slip	NOUN
ap-10161	53	13	,	,	PUNCT
ap-10161	53	14	viscosity	viscosity	NOUN
ap-10161	53	15	,	,	PUNCT
ap-10161	53	16	and	and	CCONJ
ap-10161	53	17	ohmic	ohmic	ADJ
ap-10161	53	18	dissipation	dissipation	NOUN
ap-10161	53	19	.	.	PUNCT
ap-10161	54	1	jawad	jawad	PROPN
ap-10161	54	2	et	et	PROPN
ap-10161	54	3	al	al	PROPN
ap-10161	54	4	.	.	PUNCT
ap-10161	55	1	[	[	X
ap-10161	55	2	15	15	NUM
ap-10161	55	3	]	]	PUNCT
ap-10161	55	4	conducted	conduct	VERB
ap-10161	55	5	an	an	DET
ap-10161	55	6	investigation	investigation	NOUN
ap-10161	55	7	of	of	ADP
ap-10161	55	8	the	the	DET
ap-10161	55	9	darcy	darcy	PROPN
ap-10161	55	10	-	-	PUNCT
ap-10161	55	11	forchheimer	forchheimer	PROPN
ap-10161	55	12	flow	flow	NOUN
ap-10161	55	13	of	of	ADP
ap-10161	55	14	maxwell	maxwell	PROPN
ap-10161	55	15	nanofluid	nanofluid	PROPN
ap-10161	55	16	over	over	ADP
ap-10161	55	17	a	a	DET
ap-10161	55	18	porous	porous	ADJ
ap-10161	55	19	stretched	stretch	VERB
ap-10161	55	20	sheet	sheet	NOUN
ap-10161	55	21	.	.	PUNCT
ap-10161	56	1	they	they	PRON
ap-10161	56	2	used	use	VERB
ap-10161	56	3	arrhenius	arrhenius	NOUN
ap-10161	56	4	activation	activation	NOUN
ap-10161	56	5	energy	energy	NOUN
ap-10161	56	6	and	and	CCONJ
ap-10161	56	7	nield	nield	ADJ
ap-10161	56	8	boundary	boundary	ADJ
ap-10161	56	9	conditions	condition	NOUN
ap-10161	56	10	in	in	ADP
ap-10161	56	11	their	their	PRON
ap-10161	56	12	investigation	investigation	NOUN
ap-10161	56	13	.	.	PUNCT
ap-10161	57	1	bioconvection	bioconvection	NOUN
ap-10161	57	2	in	in	ADP
ap-10161	57	3	nanofluids	nanofluid	NOUN
ap-10161	57	4	has	have	AUX
ap-10161	57	5	been	be	AUX
ap-10161	57	6	the	the	DET
ap-10161	57	7	subject	subject	NOUN
ap-10161	57	8	of	of	ADP
ap-10161	57	9	a	a	DET
ap-10161	57	10	significant	significant	ADJ
ap-10161	57	11	amount	amount	NOUN
ap-10161	57	12	of	of	ADP
ap-10161	57	13	research	research	NOUN
ap-10161	57	14	in	in	ADP
ap-10161	57	15	recent	recent	ADJ
ap-10161	57	16	years	year	NOUN
ap-10161	57	17	.	.	PUNCT
ap-10161	58	1	this	this	PRON
ap-10161	58	2	is	be	AUX
ap-10161	58	3	due	due	ADJ
ap-10161	58	4	to	to	ADP
ap-10161	58	5	the	the	DET
ap-10161	58	6	fact	fact	NOUN
ap-10161	58	7	that	that	SCONJ
ap-10161	58	8	nanofluids	nanofluid	VERB
ap-10161	58	9	are	be	AUX
ap-10161	58	10	used	use	VERB
ap-10161	58	11	in	in	ADP
ap-10161	58	12	biomedical	biomedical	ADJ
ap-10161	58	13	applications	application	NOUN
ap-10161	58	14	,	,	PUNCT
ap-10161	58	15	microbial	microbial	ADJ
ap-10161	58	16	transport	transport	NOUN
ap-10161	58	17	,	,	PUNCT
ap-10161	58	18	and	and	CCONJ
ap-10161	58	19	refrigeration	refrigeration	NOUN
ap-10161	58	20	technologies	technology	NOUN
ap-10161	58	21	that	that	PRON
ap-10161	58	22	are	be	AUX
ap-10161	58	23	more	more	ADV
ap-10161	58	24	effective	effective	ADJ
ap-10161	58	25	.	.	PUNCT
ap-10161	59	1	the	the	DET
ap-10161	59	2	process	process	NOUN
ap-10161	59	3	of	of	ADP
ap-10161	59	4	bioconvection	bioconvection	NOUN
ap-10161	59	5	occurs	occur	VERB
ap-10161	59	6	when	when	SCONJ
ap-10161	59	7	the	the	DET
ap-10161	59	8	density	density	NOUN
ap-10161	59	9	and	and	CCONJ
ap-10161	59	10	flow	flow	NOUN
ap-10161	59	11	patterns	pattern	NOUN
ap-10161	59	12	of	of	ADP
ap-10161	59	13	a	a	DET
ap-10161	59	14	fluid	fluid	NOUN
ap-10161	59	15	are	be	AUX
ap-10161	59	16	altered	alter	VERB
ap-10161	59	17	by	by	ADP
ap-10161	59	18	the	the	DET
ap-10161	59	19	presence	presence	NOUN
ap-10161	59	20	of	of	ADP
ap-10161	59	21	microorganisms	microorganism	NOUN
ap-10161	59	22	that	that	PRON
ap-10161	59	23	are	be	AUX
ap-10161	59	24	moving	move	VERB
ap-10161	59	25	.	.	PUNCT
ap-10161	60	1	the	the	DET
ap-10161	60	2	complicated	complicated	ADJ
ap-10161	60	3	fluid	fluid	ADJ
ap-10161	60	4	behaviour	behaviour	NOUN
ap-10161	60	5	that	that	PRON
ap-10161	60	6	these	these	DET
ap-10161	60	7	systems	system	NOUN
ap-10161	60	8	exhibit	exhibit	NOUN
ap-10161	60	9	is	be	AUX
ap-10161	60	10	influenced	influence	VERB
ap-10161	60	11	by	by	ADP
ap-10161	60	12	the	the	DET
ap-10161	60	13	interactions	interaction	NOUN
ap-10161	60	14	that	that	PRON
ap-10161	60	15	take	take	VERB
ap-10161	60	16	place	place	NOUN
ap-10161	60	17	between	between	ADP
ap-10161	60	18	the	the	DET
ap-10161	60	19	base	base	NOUN
ap-10161	60	20	fluid	fluid	NOUN
ap-10161	60	21	,	,	PUNCT
ap-10161	60	22	nanoparticles	nanoparticle	NOUN
ap-10161	60	23	,	,	PUNCT
ap-10161	60	24	and	and	CCONJ
ap-10161	60	25	microbes	microbe	NOUN
ap-10161	60	26	all	all	PRON
ap-10161	60	27	working	work	VERB
ap-10161	60	28	together	together	ADV
ap-10161	60	29	.	.	PUNCT
ap-10161	61	1	because	because	SCONJ
ap-10161	61	2	they	they	PRON
ap-10161	61	3	make	make	VERB
ap-10161	61	4	use	use	NOUN
ap-10161	61	5	of	of	ADP
ap-10161	61	6	nanofluids	nanofluid	NOUN
ap-10161	61	7	,	,	PUNCT
ap-10161	61	8	which	which	PRON
ap-10161	61	9	are	be	AUX
ap-10161	61	10	nanoparticle	nanoparticle	NOUN
ap-10161	61	11	suspensions	suspension	NOUN
ap-10161	61	12	that	that	PRON
ap-10161	61	13	enhance	enhance	VERB
ap-10161	61	14	thermal	thermal	ADJ
ap-10161	61	15	and	and	CCONJ
ap-10161	61	16	mass	mass	NOUN
ap-10161	61	17	transport	transport	NOUN
ap-10161	61	18	properties	property	NOUN
ap-10161	61	19	,	,	PUNCT
ap-10161	61	20	this	this	PRON
ap-10161	61	21	is	be	AUX
ap-10161	61	22	the	the	DET
ap-10161	61	23	reason	reason	NOUN
ap-10161	61	24	why	why	SCONJ
ap-10161	61	25	they	they	PRON
ap-10161	61	26	are	be	AUX
ap-10161	61	27	successful	successful	ADJ
ap-10161	61	28	.	.	PUNCT
ap-10161	62	1	when	when	SCONJ
ap-10161	62	2	it	it	PRON
ap-10161	62	3	comes	come	VERB
ap-10161	62	4	to	to	ADP
ap-10161	62	5	nanofluids	nanofluid	NOUN
ap-10161	62	6	,	,	PUNCT
ap-10161	62	7	researchers	researcher	NOUN
ap-10161	62	8	have	have	AUX
ap-10161	62	9	investigated	investigate	VERB
ap-10161	62	10	a	a	DET
ap-10161	62	11	wide	wide	ADJ
ap-10161	62	12	range	range	NOUN
ap-10161	62	13	of	of	ADP
ap-10161	62	14	characteristics	characteristic	NOUN
ap-10161	62	15	that	that	PRON
ap-10161	62	16	influence	influence	NOUN
ap-10161	62	17	bioconvection	bioconvection	NOUN
ap-10161	62	18	.	.	PUNCT
ap-10161	63	1	these	these	DET
ap-10161	63	2	parameters	parameter	NOUN
ap-10161	63	3	include	include	VERB
ap-10161	63	4	external	external	ADJ
ap-10161	63	5	pressures	pressure	NOUN
ap-10161	63	6	,	,	PUNCT
ap-10161	63	7	stability	stability	NOUN
ap-10161	63	8	limitations	limitation	NOUN
ap-10161	63	9	,	,	PUNCT
ap-10161	63	10	temperature	temperature	NOUN
ap-10161	63	11	effects	effect	NOUN
ap-10161	63	12	,	,	PUNCT
ap-10161	63	13	and	and	CCONJ
ap-10161	63	14	solutal	solutal	ADJ
ap-10161	63	15	effects	effect	NOUN
ap-10161	63	16	.	.	PUNCT
ap-10161	64	1	agarwal	agarwal	PROPN
ap-10161	64	2	et	et	PROPN
ap-10161	64	3	al	al	PROPN
ap-10161	64	4	.	.	PUNCT
ap-10161	65	1	[	[	X
ap-10161	65	2	16	16	NUM
ap-10161	65	3	]	]	PUNCT
ap-10161	65	4	conducted	conduct	VERB
ap-10161	65	5	research	research	NOUN
ap-10161	65	6	on	on	ADP
ap-10161	65	7	the	the	DET
ap-10161	65	8	thermally	thermally	ADV
ap-10161	65	9	radiative	radiative	ADJ
ap-10161	65	10	flow	flow	NOUN
ap-10161	65	11	of	of	ADP
ap-10161	65	12	powell	powell	NOUN
ap-10161	65	13	-	-	PUNCT
ap-10161	65	14	eyring	eyre	VERB
ap-10161	65	15	nanofluid	nanofluid	NOUN
ap-10161	65	16	.	.	PUNCT
ap-10161	66	1	their	their	PRON
ap-10161	66	2	findings	finding	NOUN
ap-10161	66	3	shed	shed	VERB
ap-10161	66	4	light	light	NOUN
ap-10161	66	5	on	on	ADP
ap-10161	66	6	the	the	DET
ap-10161	66	7	impacts	impact	NOUN
ap-10161	66	8	of	of	ADP
ap-10161	66	9	swimming	swimming	NOUN
ap-10161	66	10	microorganisms	microorganism	NOUN
ap-10161	66	11	and	and	CCONJ
ap-10161	66	12	viscous	viscous	ADJ
ap-10161	66	13	dissipation	dissipation	NOUN
ap-10161	66	14	.	.	PUNCT
ap-10161	67	1	choudhary	choudhary	PROPN
ap-10161	67	2	et	et	PROPN
ap-10161	67	3	al	al	PROPN
ap-10161	67	4	.	.	PUNCT
ap-10161	68	1	[	[	X
ap-10161	68	2	17	17	NUM
ap-10161	68	3	]	]	PUNCT
ap-10161	68	4	conducted	conduct	VERB
ap-10161	68	5	research	research	NOUN
ap-10161	68	6	to	to	PART
ap-10161	68	7	determine	determine	VERB
ap-10161	68	8	the	the	DET
ap-10161	68	9	effects	effect	NOUN
ap-10161	68	10	of	of	ADP
ap-10161	68	11	an	an	DET
ap-10161	68	12	unsteady	unsteady	ADJ
ap-10161	68	13	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	68	14	hybrid	hybrid	ADJ
ap-10161	68	15	nanofluid	nanofluid	NOUN
ap-10161	68	16	on	on	ADP
ap-10161	68	17	a	a	DET
ap-10161	68	18	nonlinear	nonlinear	ADJ
ap-10161	68	19	stretchable	stretchable	ADJ
ap-10161	68	20	porous	porous	ADJ
ap-10161	68	21	sheet	sheet	NOUN
ap-10161	68	22	that	that	PRON
ap-10161	68	23	was	be	AUX
ap-10161	68	24	exposed	expose	VERB
ap-10161	68	25	to	to	PART
ap-10161	68	26	heat	heat	VERB
ap-10161	68	27	radiation	radiation	NOUN
ap-10161	68	28	and	and	CCONJ
ap-10161	68	29	gyrotactic	gyrotactic	ADJ
ap-10161	68	30	microorganisms	microorganism	NOUN
ap-10161	68	31	.	.	PUNCT
ap-10161	69	1	in	in	ADP
ap-10161	69	2	their	their	PRON
ap-10161	69	3	study	study	NOUN
ap-10161	69	4	[	[	X
ap-10161	69	5	18	18	NUM
ap-10161	69	6	]	]	PUNCT
ap-10161	69	7	,	,	PUNCT
ap-10161	69	8	rana	rana	PROPN
ap-10161	69	9	and	and	CCONJ
ap-10161	69	10	basavarajappa	basavarajappa	PROPN
ap-10161	69	11	investigated	investigate	VERB
ap-10161	69	12	the	the	DET
ap-10161	69	13	dynamics	dynamic	NOUN
ap-10161	69	14	of	of	ADP
ap-10161	69	15	bioconvection	bioconvection	NOUN
ap-10161	69	16	in	in	ADP
ap-10161	69	17	cone	cone	NOUN
ap-10161	69	18	-	-	PUNCT
ap-10161	69	19	disk	disk	NOUN
ap-10161	69	20	systems	system	NOUN
ap-10161	69	21	that	that	PRON
ap-10161	69	22	were	be	AUX
ap-10161	69	23	either	either	CCONJ
ap-10161	69	24	spinning	spin	VERB
ap-10161	69	25	or	or	CCONJ
ap-10161	69	26	stationary	stationary	NOUN
ap-10161	69	27	.	.	PUNCT
ap-10161	70	1	the	the	DET
ap-10161	70	2	flow	flow	NOUN
ap-10161	70	3	of	of	ADP
ap-10161	70	4	nano	nano	NOUN
ap-10161	70	5	-	-	PUNCT
ap-10161	70	6	bioconvective	bioconvective	ADJ
ap-10161	70	7	fluid	fluid	NOUN
ap-10161	70	8	on	on	ADP
ap-10161	70	9	a	a	DET
ap-10161	70	10	vertical	vertical	ADJ
ap-10161	70	11	plate	plate	NOUN
ap-10161	70	12	that	that	PRON
ap-10161	70	13	was	be	AUX
ap-10161	70	14	subjected	subject	VERB
ap-10161	70	15	to	to	ADP
ap-10161	70	16	the	the	DET
ap-10161	70	17	effect	effect	NOUN
ap-10161	70	18	of	of	ADP
ap-10161	70	19	a	a	DET
ap-10161	70	20	magnetic	magnetic	ADJ
ap-10161	70	21	field	field	NOUN
ap-10161	70	22	was	be	AUX
ap-10161	70	23	investigated	investigate	VERB
ap-10161	70	24	by	by	ADP
ap-10161	70	25	moradi	moradi	NOUN
ap-10161	70	26	et	et	PROPN
ap-10161	70	27	al	al	PROPN
ap-10161	70	28	.	.	PUNCT
ap-10161	71	1	[	[	X
ap-10161	71	2	19	19	NUM
ap-10161	71	3	]	]	PUNCT
ap-10161	71	4	.	.	PUNCT
ap-10161	72	1	an	an	DET
ap-10161	72	2	investigation	investigation	NOUN
ap-10161	72	3	of	of	ADP
ap-10161	72	4	radiative	radiative	ADJ
ap-10161	72	5	heat	heat	NOUN
ap-10161	72	6	transfer	transfer	NOUN
ap-10161	72	7	was	be	AUX
ap-10161	72	8	carried	carry	VERB
ap-10161	72	9	out	out	ADP
ap-10161	72	10	by	by	ADP
ap-10161	72	11	algehyne	algehyne	NOUN
ap-10161	72	12	and	and	CCONJ
ap-10161	72	13	colleagues	colleague	NOUN
ap-10161	73	1	[	[	X
ap-10161	73	2	20	20	NUM
ap-10161	73	3	]	]	PUNCT
ap-10161	73	4	in	in	ADP
ap-10161	73	5	a	a	DET
ap-10161	73	6	magneto	magneto	ADJ
ap-10161	73	7	-	-	PUNCT
ap-10161	73	8	bioconvection	bioconvection	NOUN
ap-10161	73	9	maxwell	maxwell	PROPN
ap-10161	73	10	fluid	fluid	NOUN
ap-10161	73	11	that	that	PRON
ap-10161	73	12	was	be	AUX
ap-10161	73	13	moving	move	VERB
ap-10161	73	14	over	over	ADP
ap-10161	73	15	a	a	DET
ap-10161	73	16	spinning	spinning	NOUN
ap-10161	73	17	disk	disk	NOUN
ap-10161	73	18	.	.	PUNCT
ap-10161	74	1	khan	khan	PROPN
ap-10161	74	2	et	et	PROPN
ap-10161	74	3	al	al	PROPN
ap-10161	74	4	.	.	PUNCT
ap-10161	75	1	[	[	X
ap-10161	75	2	21	21	NUM
ap-10161	75	3	]	]	PUNCT
ap-10161	75	4	explored	explore	VERB
ap-10161	75	5	the	the	DET
ap-10161	75	6	unsteady	unsteady	ADJ
ap-10161	75	7	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	75	8	bio	bio	ADJ
ap-10161	75	9	-	-	ADJ
ap-10161	75	10	convective	convective	ADJ
ap-10161	75	11	flow	flow	NOUN
ap-10161	75	12	of	of	ADP
ap-10161	75	13	viscous	viscous	ADJ
ap-10161	75	14	nanofluid	nanofluid	NOUN
ap-10161	75	15	across	across	ADP
ap-10161	75	16	a	a	DET
ap-10161	75	17	stretched	stretched	ADJ
ap-10161	75	18	surface	surface	NOUN
ap-10161	75	19	.	.	PUNCT
ap-10161	76	1	wu	wu	PROPN
ap-10161	76	2	et	et	PROPN
ap-10161	76	3	al	al	PROPN
ap-10161	76	4	.	.	PUNCT
ap-10161	77	1	[	[	X
ap-10161	77	2	22	22	NUM
ap-10161	77	3	]	]	PUNCT
ap-10161	77	4	investigated	investigate	VERB
ap-10161	77	5	the	the	DET
ap-10161	77	6	entropy	entropy	NOUN
ap-10161	77	7	generation	generation	NOUN
ap-10161	77	8	in	in	ADP
ap-10161	77	9	the	the	DET
ap-10161	77	10	radiative	radiative	ADJ
ap-10161	77	11	motion	motion	NOUN
ap-10161	77	12	of	of	ADP
ap-10161	77	13	tangent	tangent	PROPN
ap-10161	77	14	hyperbolic	hyperbolic	PROPN
ap-10161	77	15	nanofluid	nanofluid	NOUN
ap-10161	77	16	affected	affect	VERB
ap-10161	77	17	by	by	ADP
ap-10161	77	18	gyrotactic	gyrotactic	ADJ
ap-10161	77	19	microorganisms	microorganism	NOUN
ap-10161	77	20	and	and	CCONJ
ap-10161	77	21	activation	activation	NOUN
ap-10161	77	22	energy	energy	NOUN
ap-10161	77	23	.	.	PUNCT
ap-10161	78	1	both	both	PRON
ap-10161	78	2	of	of	ADP
ap-10161	78	3	these	these	DET
ap-10161	78	4	studies	study	NOUN
ap-10161	78	5	were	be	AUX
ap-10161	78	6	conducted	conduct	VERB
ap-10161	78	7	in	in	ADP
ap-10161	78	8	the	the	DET
ap-10161	78	9	united	united	PROPN
ap-10161	78	10	states	states	PROPN
ap-10161	78	11	.	.	PUNCT
ap-10161	79	1	in	in	ADP
ap-10161	79	2	their	their	PRON
ap-10161	79	3	study	study	NOUN
ap-10161	79	4	,	,	PUNCT
ap-10161	79	5	chaudhry	chaudhry	NOUN
ap-10161	79	6	and	and	CCONJ
ap-10161	79	7	colleagues	colleague	NOUN
ap-10161	79	8	[	[	X
ap-10161	79	9	23	23	NUM
ap-10161	79	10	]	]	PUNCT
ap-10161	79	11	looked	look	VERB
ap-10161	79	12	into	into	ADP
ap-10161	79	13	a	a	DET
ap-10161	79	14	mathematical	mathematical	ADJ
ap-10161	79	15	model	model	NOUN
ap-10161	79	16	of	of	ADP
ap-10161	79	17	a	a	DET
ap-10161	79	18	nanofluid	nanofluid	ADJ
ap-10161	79	19	flow	flow	NOUN
ap-10161	79	20	via	via	ADP
ap-10161	79	21	a	a	DET
ap-10161	79	22	stagnation	stagnation	NOUN
ap-10161	79	23	point	point	NOUN
ap-10161	79	24	.	.	PUNCT
ap-10161	80	1	the	the	DET
ap-10161	80	2	model	model	NOUN
ap-10161	80	3	included	include	VERB
ap-10161	80	4	elements	element	NOUN
ap-10161	80	5	such	such	ADJ
ap-10161	80	6	as	as	ADP
ap-10161	80	7	heat	heat	NOUN
ap-10161	80	8	radiation	radiation	NOUN
ap-10161	80	9	,	,	PUNCT
ap-10161	80	10	activation	activation	NOUN
ap-10161	80	11	energy	energy	NOUN
ap-10161	80	12	,	,	PUNCT
ap-10161	80	13	and	and	CCONJ
ap-10161	80	14	living	living	NOUN
ap-10161	80	15	organisms	organism	NOUN
ap-10161	80	16	.	.	PUNCT
ap-10161	81	1	for	for	ADP
ap-10161	81	2	the	the	DET
ap-10161	81	3	purpose	purpose	NOUN
ap-10161	81	4	of	of	ADP
ap-10161	81	5	analysing	analyse	VERB
ap-10161	81	6	the	the	DET
ap-10161	81	7	swimming	swimming	NOUN
ap-10161	81	8	behaviour	behaviour	NOUN
ap-10161	81	9	of	of	ADP
ap-10161	81	10	motile	motile	NOUN
ap-10161	81	11	microorganisms	microorganism	NOUN
ap-10161	81	12	in	in	ADP
ap-10161	81	13	bio	bio	ADJ
ap-10161	81	14	-	-	ADJ
ap-10161	81	15	convection	convection	ADJ
ap-10161	81	16	casson	casson	PROPN
ap-10161	81	17	nanofluid	nanofluid	PROPN
ap-10161	81	18	flow	flow	NOUN
ap-10161	81	19	on	on	ADP
ap-10161	81	20	a	a	DET
ap-10161	81	21	revolving	revolve	VERB
ap-10161	81	22	circular	circular	ADJ
ap-10161	81	23	disk	disk	NOUN
ap-10161	81	24	,	,	PUNCT
ap-10161	81	25	mishra	mishra	PROPN
ap-10161	81	26	et	et	PROPN
ap-10161	81	27	al	al	PROPN
ap-10161	81	28	.	.	PUNCT
ap-10161	82	1	[	[	X
ap-10161	82	2	24	24	NUM
ap-10161	82	3	]	]	PUNCT
ap-10161	82	4	used	use	VERB
ap-10161	82	5	the	the	DET
ap-10161	82	6	spectral	spectral	ADJ
ap-10161	82	7	quasi	quasi	ADJ
ap-10161	82	8	-	-	ADJ
ap-10161	82	9	linearisation	linearisation	ADJ
ap-10161	82	10	approach	approach	NOUN
ap-10161	82	11	.	.	PUNCT
ap-10161	83	1	an	an	DET
ap-10161	83	2	investigation	investigation	NOUN
ap-10161	83	3	was	be	AUX
ap-10161	83	4	conducted	conduct	VERB
ap-10161	83	5	by	by	ADP
ap-10161	83	6	aboel	aboel	ADJ
ap-10161	83	7	and	and	CCONJ
ap-10161	83	8	colleagues	colleague	NOUN
ap-10161	84	1	[	[	X
ap-10161	84	2	25	25	NUM
ap-10161	84	3	]	]	PUNCT
ap-10161	84	4	to	to	PART
ap-10161	84	5	determine	determine	VERB
ap-10161	84	6	the	the	DET
ap-10161	84	7	effect	effect	NOUN
ap-10161	84	8	that	that	PRON
ap-10161	84	9	heat	heat	VERB
ap-10161	84	10	radiation	radiation	NOUN
ap-10161	84	11	and	and	CCONJ
ap-10161	84	12	activation	activation	NOUN
ap-10161	84	13	energy	energy	NOUN
ap-10161	84	14	have	have	VERB
ap-10161	84	15	on	on	ADP
ap-10161	84	16	the	the	DET
ap-10161	84	17	flow	flow	NOUN
ap-10161	84	18	of	of	ADP
ap-10161	84	19	casson	casson	PROPN
ap-10161	84	20	nanofluid	nanofluid	PROPN
ap-10161	84	21	that	that	PRON
ap-10161	84	22	demonstrates	demonstrate	VERB
ap-10161	84	23	bioconvection	bioconvection	NOUN
ap-10161	84	24	and	and	CCONJ
ap-10161	84	25	microorganisms	microorganism	NOUN
ap-10161	84	26	over	over	ADP
ap-10161	84	27	a	a	DET
ap-10161	84	28	disk	disk	NOUN
ap-10161	84	29	.	.	PUNCT
ap-10161	85	1	within	within	ADP
ap-10161	85	2	the	the	DET
ap-10161	85	3	framework	framework	NOUN
ap-10161	85	4	of	of	ADP
ap-10161	85	5	homogeneous	homogeneous	ADJ
ap-10161	85	6	-	-	PUNCT
ap-10161	85	7	heterogeneous	heterogeneous	ADJ
ap-10161	85	8	chemical	chemical	NOUN
ap-10161	85	9	processes	process	NOUN
ap-10161	85	10	,	,	PUNCT
ap-10161	85	11	khan	khan	PROPN
ap-10161	85	12	et	et	PROPN
ap-10161	85	13	al	al	PROPN
ap-10161	85	14	.	.	PUNCT
ap-10161	86	1	[	[	X
ap-10161	86	2	26	26	NUM
ap-10161	86	3	]	]	PUNCT
ap-10161	86	4	conducted	conduct	VERB
ap-10161	86	5	an	an	DET
ap-10161	86	6	investigation	investigation	NOUN
ap-10161	86	7	into	into	ADP
ap-10161	86	8	the	the	DET
ap-10161	86	9	phenomenon	phenomenon	NOUN
ap-10161	86	10	of	of	ADP
ap-10161	86	11	bio	bio	NOUN
ap-10161	86	12	-	-	NOUN
ap-10161	86	13	convection	convection	NOUN
ap-10161	86	14	in	in	ADP
ap-10161	86	15	a	a	DET
ap-10161	86	16	casson	casson	PROPN
ap-10161	86	17	nanoliquid	nanoliquid	ADJ
ap-10161	86	18	film	film	NOUN
ap-10161	86	19	that	that	PRON
ap-10161	86	20	was	be	AUX
ap-10161	86	21	extended	extend	VERB
ap-10161	86	22	onto	onto	ADP
ap-10161	86	23	a	a	DET
ap-10161	86	24	stretched	stretch	VERB
ap-10161	86	25	cylinder	cylinder	NOUN
ap-10161	86	26	.	.	PUNCT
ap-10161	87	1	through	through	ADP
ap-10161	87	2	the	the	DET
ap-10161	87	3	use	use	NOUN
ap-10161	87	4	of	of	ADP
ap-10161	87	5	the	the	DET
ap-10161	87	6	cattaneo	cattaneo	ADJ
ap-10161	87	7	-	-	PUNCT
ap-10161	87	8	christov	christov	ADJ
ap-10161	87	9	heat	heat	NOUN
ap-10161	87	10	and	and	CCONJ
ap-10161	87	11	mass	mass	PROPN
ap-10161	87	12	flux	flux	NOUN
ap-10161	87	13	theory	theory	NOUN
ap-10161	87	14	,	,	PUNCT
ap-10161	87	15	khan	khan	PROPN
ap-10161	87	16	et	et	PROPN
ap-10161	87	17	al	al	PROPN
ap-10161	87	18	.	.	PUNCT
ap-10161	88	1	[	[	X
ap-10161	88	2	27	27	NUM
ap-10161	88	3	]	]	PUNCT
ap-10161	88	4	conducted	conduct	VERB
ap-10161	88	5	an	an	DET
ap-10161	88	6	investigation	investigation	NOUN
ap-10161	88	7	on	on	ADP
ap-10161	88	8	the	the	DET
ap-10161	88	9	impact	impact	NOUN
ap-10161	88	10	that	that	PRON
ap-10161	88	11	the	the	DET
ap-10161	88	12	hall	hall	PROPN
ap-10161	88	13	current	current	ADJ
ap-10161	88	14	effect	effect	NOUN
ap-10161	88	15	has	have	VERB
ap-10161	88	16	on	on	ADP
ap-10161	88	17	the	the	DET
ap-10161	88	18	bioconvection	bioconvection	NOUN
ap-10161	88	19	of	of	ADP
ap-10161	88	20	oldroyd	oldroyd	PROPN
ap-10161	88	21	-	-	PUNCT
ap-10161	88	22	b	b	NOUN
ap-10161	88	23	nanofluid	nanofluid	ADJ
ap-10161	88	24	flow	flow	NOUN
ap-10161	88	25	in	in	ADP
ap-10161	88	26	a	a	DET
ap-10161	88	27	porous	porous	ADJ
ap-10161	88	28	medium	medium	NOUN
ap-10161	88	29	.	.	PUNCT
ap-10161	89	1	an	an	DET
ap-10161	89	2	investigation	investigation	NOUN
ap-10161	89	3	of	of	ADP
ap-10161	89	4	a	a	DET
ap-10161	89	5	gyrotactic	gyrotactic	ADJ
ap-10161	89	6	mixed	mixed	ADJ
ap-10161	89	7	bioconvection	bioconvection	NOUN
ap-10161	89	8	flow	flow	NOUN
ap-10161	89	9	of	of	ADP
ap-10161	89	10	a	a	DET
ap-10161	89	11	nanofluid	nanofluid	NOUN
ap-10161	89	12	over	over	ADP
ap-10161	89	13	a	a	DET
ap-10161	89	14	circular	circular	ADJ
ap-10161	89	15	cylinder	cylinder	NOUN
ap-10161	89	16	under	under	ADP
ap-10161	89	17	convective	convective	ADJ
ap-10161	89	18	boundary	boundary	ADJ
ap-10161	89	19	conditions	condition	NOUN
ap-10161	89	20	was	be	AUX
ap-10161	89	21	carried	carry	VERB
ap-10161	89	22	out	out	ADP
ap-10161	89	23	by	by	ADP
ap-10161	89	24	rashad	rashad	NOUN
ap-10161	89	25	and	and	CCONJ
ap-10161	89	26	nabwey	nabwey	PRON
ap-10161	90	1	[	[	X
ap-10161	90	2	28	28	NUM
ap-10161	90	3	]	]	PUNCT
ap-10161	90	4	.	.	PUNCT
ap-10161	91	1	an	an	DET
ap-10161	91	2	mhd	mhd	NOUN
ap-10161	91	3	bioconvection	bioconvection	NOUN
ap-10161	91	4	flow	flow	NOUN
ap-10161	91	5	and	and	CCONJ
ap-10161	91	6	heat	heat	NOUN
ap-10161	91	7	transfer	transfer	NOUN
ap-10161	91	8	of	of	ADP
ap-10161	91	9	nanofluid	nanofluid	NOUN
ap-10161	91	10	via	via	ADP
ap-10161	91	11	an	an	DET
ap-10161	91	12	exponentially	exponentially	ADV
ap-10161	91	13	stretchable	stretchable	ADJ
ap-10161	91	14	sheet	sheet	NOUN
ap-10161	91	15	were	be	AUX
ap-10161	91	16	the	the	DET
ap-10161	91	17	subjects	subject	NOUN
ap-10161	91	18	of	of	ADP
ap-10161	91	19	an	an	DET
ap-10161	91	20	investigation	investigation	NOUN
ap-10161	91	21	conducted	conduct	VERB
ap-10161	91	22	by	by	ADP
ap-10161	91	23	ferdows	ferdow	NOUN
ap-10161	91	24	et	et	PROPN
ap-10161	91	25	al	al	PROPN
ap-10161	91	26	.	.	PUNCT
ap-10161	92	1	[	[	X
ap-10161	92	2	29	29	NUM
ap-10161	92	3	]	]	PUNCT
ap-10161	92	4	.	.	PUNCT
ap-10161	93	1	the	the	DET
ap-10161	93	2	flow	flow	NOUN
ap-10161	93	3	of	of	ADP
ap-10161	93	4	magneto	magneto	PROPN
ap-10161	93	5	-	-	PUNCT
ap-10161	93	6	carreau	carreau	PROPN
ap-10161	93	7	nanofluid	nanofluid	PROPN
ap-10161	93	8	via	via	ADP
ap-10161	93	9	an	an	DET
ap-10161	93	10	inclined	inclined	ADJ
ap-10161	93	11	cylinder	cylinder	NOUN
ap-10161	93	12	was	be	AUX
ap-10161	93	13	investigated	investigate	VERB
ap-10161	93	14	by	by	ADP
ap-10161	93	15	nabwey	nabwey	PROPN
ap-10161	93	16	et	et	PROPN
ap-10161	93	17	al	al	PROPN
ap-10161	93	18	.	.	PUNCT
ap-10161	94	1	[	[	X
ap-10161	94	2	30	30	NUM
ap-10161	94	3	]	]	PUNCT
ap-10161	94	4	,	,	PUNCT
ap-10161	94	5	who	who	PRON
ap-10161	94	6	investigated	investigate	VERB
ap-10161	94	7	the	the	DET
ap-10161	94	8	effects	effect	NOUN
ap-10161	94	9	of	of	ADP
ap-10161	94	10	bioconvection	bioconvection	NOUN
ap-10161	94	11	and	and	CCONJ
ap-10161	94	12	chemical	chemical	NOUN
ap-10161	94	13	reaction	reaction	NOUN
ap-10161	94	14	on	on	ADP
ap-10161	94	15	the	the	DET
ap-10161	94	16	flow	flow	NOUN
ap-10161	94	17	mechanisms	mechanism	NOUN
ap-10161	94	18	.	.	PUNCT
ap-10161	95	1	these	these	DET
ap-10161	95	2	studies	study	NOUN
ap-10161	95	3	,	,	PUNCT
ap-10161	95	4	combined	combine	VERB
ap-10161	95	5	with	with	ADP
ap-10161	95	6	the	the	DET
ap-10161	95	7	extensive	extensive	ADJ
ap-10161	95	8	research	research	NOUN
ap-10161	95	9	outlined	outline	VERB
ap-10161	95	10	in	in	ADP
ap-10161	95	11	[	[	X
ap-10161	95	12	31–49	31–49	NUM
ap-10161	95	13	]	]	X
ap-10161	95	14	form	form	NOUN
ap-10161	95	15	a	a	DET
ap-10161	95	16	strong	strong	ADJ
ap-10161	95	17	basis	basis	NOUN
ap-10161	95	18	for	for	ADP
ap-10161	95	19	the	the	DET
ap-10161	95	20	current	current	ADJ
ap-10161	95	21	investigation	investigation	NOUN
ap-10161	95	22	.	.	PUNCT
ap-10161	96	1	this	this	DET
ap-10161	96	2	study	study	NOUN
ap-10161	96	3	conducts	conduct	VERB
ap-10161	96	4	a	a	DET
ap-10161	96	5	quantitative	quantitative	ADJ
ap-10161	96	6	analysis	analysis	NOUN
ap-10161	96	7	of	of	ADP
ap-10161	96	8	a	a	DET
ap-10161	96	9	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	96	10	(	(	PUNCT
ap-10161	96	11	mhd	mhd	NOUN
ap-10161	96	12	)	)	PUNCT
ap-10161	96	13	flow	flow	NOUN
ap-10161	96	14	involving	involve	VERB
ap-10161	96	15	a	a	DET
ap-10161	96	16	williamson	williamson	NOUN
ap-10161	96	17	-	-	PUNCT
ap-10161	96	18	casson	casson	PROPN
ap-10161	96	19	nanofluid	nanofluid	PROPN
ap-10161	96	20	across	across	ADP
ap-10161	96	21	a	a	DET
ap-10161	96	22	stretching	stretch	VERB
ap-10161	96	23	surface	surface	NOUN
ap-10161	96	24	,	,	PUNCT
ap-10161	96	25	considering	consider	VERB
ap-10161	96	26	the	the	DET
ap-10161	96	27	impact	impact	NOUN
ap-10161	96	28	of	of	ADP
ap-10161	96	29	buoyancy	buoyancy	NOUN
ap-10161	96	30	forces	force	NOUN
ap-10161	96	31	,	,	PUNCT
ap-10161	96	32	coupled	couple	VERB
ap-10161	96	33	diffusion	diffusion	NOUN
ap-10161	96	34	,	,	PUNCT
ap-10161	96	35	and	and	CCONJ
ap-10161	96	36	gyrotactic	gyrotactic	ADJ
ap-10161	96	37	microorganisms	microorganism	NOUN
ap-10161	96	38	.	.	PUNCT
ap-10161	97	1	building	build	VERB
ap-10161	97	2	on	on	ADP
ap-10161	97	3	prior	prior	ADJ
ap-10161	97	4	research	research	NOUN
ap-10161	97	5	,	,	PUNCT
ap-10161	97	6	the	the	DET
ap-10161	97	7	proposed	propose	VERB
ap-10161	97	8	model	model	NOUN
ap-10161	97	9	introduces	introduce	VERB
ap-10161	97	10	innovative	innovative	ADJ
ap-10161	97	11	terms	term	NOUN
ap-10161	97	12	that	that	PRON
ap-10161	97	13	set	set	VERB
ap-10161	97	14	it	it	PRON
ap-10161	97	15	apart	apart	ADV
ap-10161	97	16	from	from	ADP
ap-10161	97	17	existing	exist	VERB
ap-10161	97	18	frameworks	framework	NOUN
ap-10161	97	19	.	.	PUNCT
ap-10161	98	1	a	a	DET
ap-10161	98	2	notable	notable	ADJ
ap-10161	98	3	advancement	advancement	NOUN
ap-10161	98	4	is	be	AUX
ap-10161	98	5	the	the	DET
ap-10161	98	6	integration	integration	NOUN
ap-10161	98	7	of	of	ADP
ap-10161	98	8	motile	motile	ADJ
ap-10161	98	9	microorganisms	microorganism	NOUN
ap-10161	98	10	into	into	ADP
ap-10161	98	11	the	the	DET
ap-10161	98	12	traditional	traditional	ADJ
ap-10161	98	13	mhd	mhd	PROPN
ap-10161	98	14	nanofluid	nanofluid	PROPN
ap-10161	98	15	model	model	NOUN
ap-10161	98	16	,	,	PUNCT
ap-10161	98	17	which	which	PRON
ap-10161	98	18	introduces	introduce	VERB
ap-10161	98	19	biological	biological	ADJ
ap-10161	98	20	dynamics	dynamic	NOUN
ap-10161	98	21	and	and	CCONJ
ap-10161	98	22	alters	alter	VERB
ap-10161	98	23	the	the	DET
ap-10161	98	24	flow	flow	NOUN
ap-10161	98	25	behaviour	behaviour	NOUN
ap-10161	98	26	.	.	PUNCT
ap-10161	99	1	the	the	DET
ap-10161	99	2	interplay	interplay	NOUN
ap-10161	99	3	between	between	ADP
ap-10161	99	4	diffusion	diffusion	NOUN
ap-10161	99	5	and	and	CCONJ
ap-10161	99	6	buoyancy	buoyancy	NOUN
ap-10161	99	7	effects	effect	NOUN
ap-10161	99	8	plays	play	VERB
ap-10161	99	9	a	a	DET
ap-10161	99	10	critical	critical	ADJ
ap-10161	99	11	role	role	NOUN
ap-10161	99	12	in	in	ADP
ap-10161	99	13	shaping	shape	VERB
ap-10161	99	14	fluid	fluid	NOUN
ap-10161	99	15	dynamics	dynamic	NOUN
ap-10161	99	16	,	,	PUNCT
ap-10161	99	17	providing	provide	VERB
ap-10161	99	18	valuable	valuable	ADJ
ap-10161	99	19	insights	insight	NOUN
ap-10161	99	20	into	into	ADP
ap-10161	99	21	the	the	DET
ap-10161	99	22	intricate	intricate	ADJ
ap-10161	99	23	multi	multi	ADJ
ap-10161	99	24	-	-	ADJ
ap-10161	99	25	physical	physical	ADJ
ap-10161	99	26	interactions	interaction	NOUN
ap-10161	99	27	at	at	ADP
ap-10161	99	28	play	play	NOUN
ap-10161	99	29	.	.	PUNCT
ap-10161	100	1	the	the	DET
ap-10161	100	2	study	study	NOUN
ap-10161	100	3	employs	employ	VERB
ap-10161	100	4	partial	partial	ADJ
ap-10161	100	5	differential	differential	ADJ
ap-10161	100	6	equations	equation	NOUN
ap-10161	100	7	479	479	NUM
ap-10161	100	8	b.	b.	PROPN
ap-10161	100	9	samudrala	samudrala	PROPN
ap-10161	100	10	,	,	PUNCT
ap-10161	100	11	k.	k.	PROPN
ap-10161	100	12	jayalakshmi	jayalakshmi	PROPN
ap-10161	100	13	,	,	PUNCT
ap-10161	100	14	m.	m.	NOUN
ap-10161	100	15	gundagani	gundagani	PROPN
ap-10161	100	16	acta	acta	PROPN
ap-10161	100	17	polytechnica	polytechnica	PROPN
ap-10161	100	18	figure	figure	NOUN
ap-10161	100	19	1	1	NUM
ap-10161	100	20	.	.	PUNCT
ap-10161	100	21	schematic	schematic	ADJ
ap-10161	100	22	modelling	modelling	NOUN
ap-10161	100	23	of	of	ADP
ap-10161	100	24	nanoparticle	nanoparticle	NOUN
ap-10161	100	25	-	-	PUNCT
ap-10161	100	26	infused	infuse	VERB
ap-10161	100	27	casson	casson	PROPN
ap-10161	100	28	fluid	fluid	NOUN
ap-10161	100	29	motion	motion	NOUN
ap-10161	100	30	.	.	PUNCT
ap-10161	101	1	(	(	PUNCT
ap-10161	101	2	pdes	pde	NOUN
ap-10161	101	3	)	)	PUNCT
ap-10161	101	4	to	to	PART
ap-10161	101	5	model	model	VERB
ap-10161	101	6	primary	primary	ADJ
ap-10161	101	7	and	and	CCONJ
ap-10161	101	8	secondary	secondary	ADJ
ap-10161	101	9	velocities	velocity	NOUN
ap-10161	101	10	,	,	PUNCT
ap-10161	101	11	temperature	temperature	NOUN
ap-10161	101	12	,	,	PUNCT
ap-10161	101	13	nanoparticle	nanoparticle	NOUN
ap-10161	101	14	concentration	concentration	NOUN
ap-10161	101	15	,	,	PUNCT
ap-10161	101	16	and	and	CCONJ
ap-10161	101	17	microorganism	microorganism	NOUN
ap-10161	101	18	density	density	NOUN
ap-10161	101	19	in	in	ADP
ap-10161	101	20	bioconvective	bioconvective	ADJ
ap-10161	101	21	nanofluid	nanofluid	PROPN
ap-10161	101	22	flow	flow	NOUN
ap-10161	101	23	over	over	ADP
ap-10161	101	24	a	a	DET
ap-10161	101	25	stretching	stretch	VERB
ap-10161	101	26	surface	surface	NOUN
ap-10161	101	27	.	.	PUNCT
ap-10161	102	1	numerical	numerical	ADJ
ap-10161	102	2	solutions	solution	NOUN
ap-10161	102	3	are	be	AUX
ap-10161	102	4	derived	derive	VERB
ap-10161	102	5	using	use	VERB
ap-10161	102	6	matlab	matlab	PROPN
ap-10161	102	7	’s	’s	PART
ap-10161	102	8	bvp4c	bvp4c	PROPN
ap-10161	102	9	solver	solver	NOUN
ap-10161	102	10	.	.	PUNCT
ap-10161	103	1	key	key	ADJ
ap-10161	103	2	research	research	NOUN
ap-10161	103	3	questions	question	NOUN
ap-10161	103	4	include	include	VERB
ap-10161	103	5	:	:	PUNCT
ap-10161	103	6	•	•	ADP
ap-10161	103	7	the	the	DET
ap-10161	103	8	impact	impact	NOUN
ap-10161	103	9	of	of	ADP
ap-10161	103	10	magnetic	magnetic	ADJ
ap-10161	103	11	fields	field	NOUN
ap-10161	103	12	on	on	ADP
ap-10161	103	13	velocity	velocity	NOUN
ap-10161	103	14	profiles	profile	NOUN
ap-10161	103	15	.	.	PUNCT
ap-10161	104	1	•	•	NUM
ap-10161	104	2	the	the	DET
ap-10161	104	3	influence	influence	NOUN
ap-10161	104	4	of	of	ADP
ap-10161	104	5	prandtl	prandtl	NOUN
ap-10161	104	6	number	number	NOUN
ap-10161	104	7	,	,	PUNCT
ap-10161	104	8	brownian	brownian	ADJ
ap-10161	104	9	motion	motion	NOUN
ap-10161	104	10	,	,	PUNCT
ap-10161	104	11	dufour	dufour	PROPN
ap-10161	104	12	effect	effect	NOUN
ap-10161	104	13	,	,	PUNCT
ap-10161	104	14	and	and	CCONJ
ap-10161	104	15	thermophoresis	thermophoresis	NOUN
ap-10161	104	16	on	on	ADP
ap-10161	104	17	thermal	thermal	ADJ
ap-10161	104	18	behaviour	behaviour	NOUN
ap-10161	104	19	.	.	PUNCT
ap-10161	105	1	•	•	NUM
ap-10161	105	2	the	the	DET
ap-10161	105	3	role	role	NOUN
ap-10161	105	4	of	of	ADP
ap-10161	105	5	soret	soret	ADJ
ap-10161	105	6	number	number	NOUN
ap-10161	105	7	,	,	PUNCT
ap-10161	105	8	lewis	lewis	PROPN
ap-10161	105	9	number	number	PROPN
ap-10161	105	10	,	,	PUNCT
ap-10161	105	11	brownian	brownian	ADJ
ap-10161	105	12	motion	motion	NOUN
ap-10161	105	13	,	,	PUNCT
ap-10161	105	14	and	and	CCONJ
ap-10161	105	15	thermophoresis	thermophoresis	NOUN
ap-10161	105	16	in	in	ADP
ap-10161	105	17	mass	mass	ADJ
ap-10161	105	18	transfer	transfer	NOUN
ap-10161	105	19	.	.	PUNCT
ap-10161	106	1	•	•	NUM
ap-10161	106	2	how	how	SCONJ
ap-10161	106	3	bioconvective	bioconvective	ADJ
ap-10161	106	4	peclet	peclet	NOUN
ap-10161	106	5	and	and	CCONJ
ap-10161	106	6	lewis	lewis	PROPN
ap-10161	106	7	numbers	number	NOUN
ap-10161	106	8	affect	affect	VERB
ap-10161	106	9	microorganism	microorganism	NOUN
ap-10161	106	10	distribution	distribution	NOUN
ap-10161	106	11	.	.	PUNCT
ap-10161	107	1	•	•	NUM
ap-10161	107	2	validation	validation	NOUN
ap-10161	107	3	of	of	ADP
ap-10161	107	4	numerical	numerical	ADJ
ap-10161	107	5	results	result	NOUN
ap-10161	107	6	against	against	ADP
ap-10161	107	7	existing	exist	VERB
ap-10161	107	8	literature	literature	NOUN
ap-10161	107	9	.	.	PUNCT
ap-10161	108	1	2	2	X
ap-10161	108	2	.	.	X
ap-10161	108	3	flow	flow	NOUN
ap-10161	108	4	governing	govern	VERB
ap-10161	108	5	equations	equation	NOUN
ap-10161	108	6	the	the	DET
ap-10161	108	7	joint	joint	ADJ
ap-10161	108	8	effects	effect	NOUN
ap-10161	108	9	of	of	ADP
ap-10161	108	10	coupled	couple	VERB
ap-10161	108	11	diffusion	diffusion	NOUN
ap-10161	108	12	effects	effect	NOUN
ap-10161	108	13	(	(	PUNCT
ap-10161	108	14	thermal	thermal	ADJ
ap-10161	108	15	diffusion	diffusion	NOUN
ap-10161	108	16	(	(	PUNCT
ap-10161	108	17	soret	soret	PROPN
ap-10161	108	18	)	)	PUNCT
ap-10161	108	19	and	and	CCONJ
ap-10161	108	20	diffusion	diffusion	NOUN
ap-10161	108	21	thermo	thermo	NOUN
ap-10161	108	22	(	(	PUNCT
ap-10161	108	23	dufour	dufour	PROPN
ap-10161	108	24	)	)	PUNCT
ap-10161	108	25	)	)	PUNCT
ap-10161	108	26	on	on	ADP
ap-10161	108	27	steady	steady	ADJ
ap-10161	108	28	,	,	PUNCT
ap-10161	108	29	electrically	electrically	ADV
ap-10161	108	30	conducting	conduct	VERB
ap-10161	108	31	,	,	PUNCT
ap-10161	108	32	incompressible	incompressible	ADJ
ap-10161	108	33	,	,	PUNCT
ap-10161	108	34	mhd	mhd	NOUN
ap-10161	108	35	,	,	PUNCT
ap-10161	108	36	three	three	NUM
ap-10161	108	37	-	-	PUNCT
ap-10161	108	38	dimensional	dimensional	ADJ
ap-10161	108	39	flow	flow	NOUN
ap-10161	108	40	of	of	ADP
ap-10161	108	41	williamson	williamson	NOUN
ap-10161	108	42	-	-	PUNCT
ap-10161	108	43	cassonnanofluid	cassonnanofluid	PROPN
ap-10161	108	44	by	by	ADP
ap-10161	108	45	a	a	DET
ap-10161	108	46	linearly	linearly	ADV
ap-10161	108	47	exponentially	exponentially	ADV
ap-10161	108	48	stretching	stretch	VERB
ap-10161	108	49	sheet	sheet	NOUN
ap-10161	108	50	in	in	ADP
ap-10161	108	51	the	the	DET
ap-10161	108	52	presence	presence	NOUN
ap-10161	108	53	of	of	ADP
ap-10161	108	54	buoyancy	buoyancy	NOUN
ap-10161	108	55	forces	force	NOUN
ap-10161	108	56	,	,	PUNCT
ap-10161	108	57	brownian	brownian	ADJ
ap-10161	108	58	motion	motion	NOUN
ap-10161	108	59	,	,	PUNCT
ap-10161	108	60	and	and	CCONJ
ap-10161	108	61	thermophoresis	thermophoresis	NOUN
ap-10161	108	62	were	be	AUX
ap-10161	108	63	studied	study	VERB
ap-10161	108	64	using	use	VERB
ap-10161	108	65	numerical	numerical	ADJ
ap-10161	108	66	solutions	solution	NOUN
ap-10161	108	67	.	.	PUNCT
ap-10161	109	1	the	the	DET
ap-10161	109	2	geometric	geometric	ADJ
ap-10161	109	3	setup	setup	NOUN
ap-10161	109	4	and	and	CCONJ
ap-10161	109	5	coordinate	coordinate	NOUN
ap-10161	109	6	framework	framework	NOUN
ap-10161	109	7	for	for	ADP
ap-10161	109	8	this	this	DET
ap-10161	109	9	flow	flow	NOUN
ap-10161	109	10	scenario	scenario	NOUN
ap-10161	109	11	are	be	AUX
ap-10161	109	12	depicted	depict	VERB
ap-10161	109	13	in	in	ADP
ap-10161	109	14	figure	figure	NOUN
ap-10161	109	15	1	1	NUM
ap-10161	109	16	.	.	PUNCT
ap-10161	110	1	(	(	PUNCT
ap-10161	110	2	1	1	NUM
ap-10161	110	3	.	.	PUNCT
ap-10161	110	4	)	)	PUNCT
ap-10161	111	1	let	let	VERB
ap-10161	111	2	(	(	PUNCT
ap-10161	111	3	u	u	NOUN
ap-10161	111	4	,	,	PUNCT
ap-10161	111	5	v	v	NOUN
ap-10161	111	6	,	,	PUNCT
ap-10161	111	7	w	w	NOUN
ap-10161	111	8	)	)	PUNCT
ap-10161	111	9	be	be	VERB
ap-10161	111	10	the	the	DET
ap-10161	111	11	velocity	velocity	NOUN
ap-10161	111	12	components	component	NOUN
ap-10161	111	13	along	along	ADP
ap-10161	111	14	the	the	DET
ap-10161	111	15	(	(	PUNCT
ap-10161	111	16	x	x	NOUN
ap-10161	111	17	,	,	PUNCT
ap-10161	111	18	y	y	PROPN
ap-10161	111	19	,	,	PUNCT
ap-10161	111	20	z	z	NOUN
ap-10161	111	21	)	)	PUNCT
ap-10161	111	22	directions	direction	NOUN
ap-10161	111	23	,	,	PUNCT
ap-10161	111	24	respectively	respectively	ADV
ap-10161	111	25	.	.	PUNCT
ap-10161	112	1	(	(	PUNCT
ap-10161	112	2	2	2	NUM
ap-10161	112	3	.	.	PUNCT
ap-10161	112	4	)	)	PUNCT
ap-10161	113	1	a	a	DET
ap-10161	113	2	uniform	uniform	ADJ
ap-10161	113	3	magnetic	magnetic	ADJ
ap-10161	113	4	field	field	NOUN
ap-10161	113	5	of	of	ADP
ap-10161	113	6	strength	strength	NOUN
ap-10161	113	7	b0	b0	NOUN
ap-10161	113	8	is	be	AUX
ap-10161	113	9	applied	apply	VERB
ap-10161	113	10	in	in	ADP
ap-10161	113	11	the	the	DET
ap-10161	113	12	z	z	NOUN
ap-10161	113	13	-	-	NOUN
ap-10161	113	14	direction	direction	NOUN
ap-10161	113	15	.	.	PUNCT
ap-10161	114	1	(	(	PUNCT
ap-10161	114	2	3	3	NUM
ap-10161	114	3	.	.	PUNCT
ap-10161	114	4	)	)	PUNCT
ap-10161	114	5	buoyancy	buoyancy	NOUN
ap-10161	114	6	forces	force	NOUN
ap-10161	114	7	are	be	AUX
ap-10161	114	8	taken	take	VERB
ap-10161	114	9	in	in	ADP
ap-10161	114	10	the	the	DET
ap-10161	114	11	momentum	momentum	NOUN
ap-10161	114	12	equations	equation	NOUN
ap-10161	114	13	.	.	PUNCT
ap-10161	115	1	(	(	PUNCT
ap-10161	115	2	4	4	NUM
ap-10161	115	3	.	.	PUNCT
ap-10161	115	4	)	)	PUNCT
ap-10161	116	1	the	the	DET
ap-10161	116	2	effects	effect	NOUN
ap-10161	116	3	of	of	ADP
ap-10161	116	4	viscous	viscous	ADJ
ap-10161	116	5	dissipation	dissipation	NOUN
ap-10161	116	6	and	and	CCONJ
ap-10161	116	7	joule	joule	NOUN
ap-10161	116	8	heating	heating	NOUN
ap-10161	116	9	are	be	AUX
ap-10161	116	10	not	not	PART
ap-10161	116	11	considered	consider	VERB
ap-10161	116	12	in	in	ADP
ap-10161	116	13	the	the	DET
ap-10161	116	14	energy	energy	NOUN
ap-10161	116	15	equation	equation	NOUN
ap-10161	116	16	.	.	PUNCT
ap-10161	117	1	(	(	PUNCT
ap-10161	117	2	5	5	NUM
ap-10161	117	3	.	.	PUNCT
ap-10161	117	4	)	)	PUNCT
ap-10161	118	1	in	in	ADP
ap-10161	118	2	the	the	DET
ap-10161	118	3	concentration	concentration	NOUN
ap-10161	118	4	equation	equation	NOUN
ap-10161	118	5	,	,	PUNCT
ap-10161	118	6	the	the	DET
ap-10161	118	7	chemical	chemical	NOUN
ap-10161	118	8	reaction	reaction	NOUN
ap-10161	118	9	effect	effect	NOUN
ap-10161	118	10	is	be	AUX
ap-10161	118	11	neglected	neglect	VERB
ap-10161	118	12	.	.	PUNCT
ap-10161	119	1	(	(	PUNCT
ap-10161	119	2	6	6	NUM
ap-10161	119	3	.	.	PUNCT
ap-10161	119	4	)	)	PUNCT
ap-10161	120	1	magnetic	magnetic	ADJ
ap-10161	120	2	reynolds	reynolds	PROPN
ap-10161	120	3	number	number	NOUN
ap-10161	120	4	is	be	AUX
ap-10161	120	5	assumed	assume	VERB
ap-10161	120	6	very	very	ADV
ap-10161	120	7	small	small	ADJ
ap-10161	120	8	so	so	SCONJ
ap-10161	120	9	that	that	SCONJ
ap-10161	120	10	the	the	DET
ap-10161	120	11	induced	induce	VERB
ap-10161	120	12	magnetic	magnetic	ADJ
ap-10161	120	13	field	field	NOUN
ap-10161	120	14	is	be	AUX
ap-10161	120	15	ignored	ignore	VERB
ap-10161	120	16	.	.	PUNCT
ap-10161	121	1	(	(	PUNCT
ap-10161	121	2	7	7	NUM
ap-10161	121	3	.	.	PUNCT
ap-10161	121	4	)	)	PUNCT
ap-10161	122	1	the	the	DET
ap-10161	122	2	characteristics	characteristic	NOUN
ap-10161	122	3	of	of	ADP
ap-10161	122	4	brownian	brownian	ADJ
ap-10161	122	5	motion	motion	NOUN
ap-10161	122	6	and	and	CCONJ
ap-10161	122	7	thermophoresis	thermophoresis	NOUN
ap-10161	122	8	are	be	AUX
ap-10161	122	9	accounted	account	VERB
ap-10161	122	10	for	for	ADP
ap-10161	122	11	using	use	VERB
ap-10161	122	12	buongiorno	buongiorno	PROPN
ap-10161	122	13	’s	’s	PART
ap-10161	122	14	model	model	NOUN
ap-10161	122	15	.	.	PUNCT
ap-10161	123	1	(	(	PUNCT
ap-10161	123	2	8	8	NUM
ap-10161	123	3	.	.	PUNCT
ap-10161	123	4	)	)	PUNCT
ap-10161	124	1	the	the	DET
ap-10161	124	2	effect	effect	NOUN
ap-10161	124	3	of	of	ADP
ap-10161	124	4	thermal	thermal	ADJ
ap-10161	124	5	diffusion	diffusion	NOUN
ap-10161	124	6	(	(	PUNCT
ap-10161	124	7	soret	soret	PROPN
ap-10161	124	8	)	)	PUNCT
ap-10161	124	9	is	be	AUX
ap-10161	124	10	considered	consider	VERB
ap-10161	124	11	in	in	ADP
ap-10161	124	12	the	the	DET
ap-10161	124	13	concentration	concentration	NOUN
ap-10161	124	14	equation	equation	NOUN
ap-10161	124	15	and	and	CCONJ
ap-10161	124	16	the	the	DET
ap-10161	124	17	effect	effect	NOUN
ap-10161	124	18	of	of	ADP
ap-10161	124	19	diffusion	diffusion	NOUN
ap-10161	124	20	thermo	thermo	NOUN
ap-10161	124	21	(	(	PUNCT
ap-10161	124	22	dufour	dufour	PROPN
ap-10161	124	23	)	)	PUNCT
ap-10161	124	24	is	be	AUX
ap-10161	124	25	considered	consider	VERB
ap-10161	124	26	in	in	ADP
ap-10161	124	27	the	the	DET
ap-10161	124	28	energy	energy	NOUN
ap-10161	124	29	equation	equation	NOUN
ap-10161	124	30	.	.	PUNCT
ap-10161	125	1	(	(	PUNCT
ap-10161	125	2	9	9	NUM
ap-10161	125	3	.	.	PUNCT
ap-10161	125	4	)	)	PUNCT
ap-10161	126	1	the	the	DET
ap-10161	126	2	rheological	rheological	ADJ
ap-10161	126	3	equation	equation	NOUN
ap-10161	126	4	for	for	ADP
ap-10161	126	5	a	a	DET
ap-10161	126	6	non	non	ADJ
ap-10161	126	7	-	-	ADJ
ap-10161	126	8	newtonian	newtonian	ADJ
ap-10161	126	9	fluid	fluid	NOUN
ap-10161	126	10	is	be	AUX
ap-10161	126	11	defined	define	VERB
ap-10161	126	12	as	as	ADP
ap-10161	126	13	:	:	PUNCT
ap-10161	126	14	τ	τ	X
ap-10161	126	15	=	=	PUNCT
ap-10161	126	16	τo	τo	PROPN
ap-10161	126	17	+	+	X
ap-10161	126	18	µα∗.	µα∗.	PROPN
ap-10161	126	19	(	(	PUNCT
ap-10161	126	20	1	1	NUM
ap-10161	126	21	)	)	PUNCT
ap-10161	126	22	480	480	NUM
ap-10161	126	23	vol	vol	NOUN
ap-10161	126	24	.	.	PUNCT
ap-10161	127	1	65	65	NUM
ap-10161	127	2	no	no	NOUN
ap-10161	127	3	.	.	PUNCT
ap-10161	128	1	4/2025	4/2025	NUM
ap-10161	128	2	effects	effect	NOUN
ap-10161	128	3	of	of	ADP
ap-10161	128	4	coupled	couple	VERB
ap-10161	128	5	diffusion	diffusion	NOUN
ap-10161	128	6	and	and	CCONJ
ap-10161	128	7	buoyancy	buoyancy	NOUN
ap-10161	128	8	forces	force	NOUN
ap-10161	128	9	on	on	ADP
ap-10161	128	10	three	three	NUM
ap-10161	128	11	-	-	PUNCT
ap-10161	128	12	dimensional	dimensional	ADJ
ap-10161	128	13	.	.	PUNCT
ap-10161	128	14	.	.	PUNCT
ap-10161	128	15	.	.	PUNCT
ap-10161	129	1	equation	equation	NOUN
ap-10161	129	2	(	(	PUNCT
ap-10161	129	3	1	1	X
ap-10161	129	4	)	)	PUNCT
ap-10161	129	5	can	can	AUX
ap-10161	129	6	be	be	AUX
ap-10161	129	7	expanded	expand	VERB
ap-10161	129	8	for	for	ADP
ap-10161	129	9	casson	casson	PROPN
ap-10161	129	10	fluid	fluid	NOUN
ap-10161	129	11	as	as	SCONJ
ap-10161	129	12	:	:	PUNCT
ap-10161	129	13	τij	τij	NOUN
ap-10161	129	14	=	=	SYM
ap-10161	129	15			X
ap-10161	129	16	2	2	NUM
ap-10161	129	17	(	(	PUNCT
ap-10161	129	18	µb	µb	VERB
ap-10161	129	19	+	+	NUM
ap-10161	129	20	py√	py√	NOUN
ap-10161	129	21	2π	2π	NOUN
ap-10161	129	22	)	)	PUNCT
ap-10161	130	1	eij	eij	PROPN
ap-10161	130	2	,	,	PUNCT
ap-10161	130	3	π	π	X
ap-10161	130	4	>	>	X
ap-10161	130	5	πc	πc	PROPN
ap-10161	130	6	,	,	PUNCT
ap-10161	130	7	2	2	NUM
ap-10161	130	8	(	(	PUNCT
ap-10161	130	9	µb	µb	VERB
ap-10161	130	10	+	+	NUM
ap-10161	130	11	py√	py√	NOUN
ap-10161	130	12	2πc	2πc	ADJ
ap-10161	130	13	)	)	PUNCT
ap-10161	131	1	eij	eij	PROPN
ap-10161	131	2	,	,	PUNCT
ap-10161	131	3	π	π	X
ap-10161	131	4	<	<	X
ap-10161	131	5	πc	πc	PROPN
ap-10161	131	6	.	.	PUNCT
ap-10161	132	1	(	(	PUNCT
ap-10161	132	2	2	2	X
ap-10161	132	3	)	)	PUNCT
ap-10161	132	4	for	for	ADP
ap-10161	132	5	this	this	DET
ap-10161	132	6	flow	flow	NOUN
ap-10161	132	7	,	,	PUNCT
ap-10161	132	8	the	the	DET
ap-10161	132	9	governing	govern	VERB
ap-10161	132	10	boundary	boundary	ADJ
ap-10161	132	11	layer	layer	NOUN
ap-10161	132	12	equations	equation	NOUN
ap-10161	132	13	can	can	AUX
ap-10161	132	14	be	be	AUX
ap-10161	132	15	written	write	VERB
ap-10161	132	16	as	as	ADP
ap-10161	132	17	:	:	PUNCT
ap-10161	132	18	continuity	continuity	NOUN
ap-10161	132	19	equation	equation	NOUN
ap-10161	132	20	:	:	PUNCT
ap-10161	133	1	∂u	∂u	PROPN
ap-10161	133	2	∂x	∂x	PROPN
ap-10161	133	3	+	+	CCONJ
ap-10161	133	4	∂v	∂v	PROPN
ap-10161	133	5	∂y	∂y	PROPN
ap-10161	134	1	+	+	PUNCT
ap-10161	134	2	∂w	∂w	PROPN
ap-10161	134	3	∂z	∂z	PROPN
ap-10161	134	4	=	=	NOUN
ap-10161	134	5	0	0	PROPN
ap-10161	134	6	.	.	PUNCT
ap-10161	135	1	(	(	PUNCT
ap-10161	135	2	3	3	X
ap-10161	135	3	)	)	PUNCT
ap-10161	135	4	momentum	momentum	NOUN
ap-10161	135	5	equation	equation	NOUN
ap-10161	135	6	:	:	PUNCT
ap-10161	135	7	u	u	NOUN
ap-10161	135	8	(	(	PUNCT
ap-10161	135	9	∂u	∂u	PROPN
ap-10161	135	10	∂x	∂x	PROPN
ap-10161	135	11	)	)	PUNCT
ap-10161	136	1	+	+	CCONJ
ap-10161	136	2	v	v	X
ap-10161	136	3	(	(	PUNCT
ap-10161	136	4	∂u	∂u	PROPN
ap-10161	136	5	∂y	∂y	PROPN
ap-10161	136	6	)	)	PUNCT
ap-10161	137	1	+	+	CCONJ
ap-10161	137	2	w	w	X
ap-10161	137	3	(	(	PUNCT
ap-10161	137	4	∂u	∂u	PROPN
ap-10161	137	5	∂z	∂z	PROPN
ap-10161	137	6	)	)	PUNCT
ap-10161	138	1	=	=	PUNCT
ap-10161	138	2	ν	ν	NOUN
ap-10161	138	3	(	(	PUNCT
ap-10161	138	4	1	1	NUM
ap-10161	138	5	+	+	SYM
ap-10161	138	6	1	1	NUM
ap-10161	138	7	β	β	NOUN
ap-10161	138	8	)	)	PUNCT
ap-10161	138	9	(	(	PUNCT
ap-10161	138	10	∂2u	∂2u	PROPN
ap-10161	138	11	∂z2	∂z2	PROPN
ap-10161	138	12	)	)	PUNCT
ap-10161	138	13	−	−	PROPN
ap-10161	138	14	(	(	PUNCT
ap-10161	138	15	σb2	σb2	NOUN
ap-10161	138	16	o	o	NOUN
ap-10161	138	17	ρ	ρ	PROPN
ap-10161	138	18	)	)	PUNCT
ap-10161	138	19	u	u	NOUN
ap-10161	138	20	+	+	NOUN
ap-10161	138	21	gβt	gβt	NOUN
ap-10161	138	22	(	(	PUNCT
ap-10161	138	23	t	t	NOUN
ap-10161	138	24	−	−	PROPN
ap-10161	138	25	t∞	t∞	PROPN
ap-10161	138	26	)	)	PUNCT
ap-10161	139	1	+	+	CCONJ
ap-10161	139	2	gβc	gβc	X
ap-10161	139	3	(	(	PUNCT
ap-10161	139	4	c	c	NOUN
ap-10161	139	5	−	−	PROPN
ap-10161	139	6	c∞	c∞	PROPN
ap-10161	139	7	)	)	PUNCT
ap-10161	139	8	+	+	CCONJ
ap-10161	139	9	√	√	NUM
ap-10161	139	10	2γ	2γ	NOUN
ap-10161	139	11	[	[	PUNCT
ap-10161	139	12	∂u	∂u	X
ap-10161	139	13	∂z	∂z	PROPN
ap-10161	139	14	]	]	PUNCT
ap-10161	139	15	[	[	PUNCT
ap-10161	139	16	∂2u	∂2u	PROPN
ap-10161	139	17	∂z2	∂z2	PROPN
ap-10161	139	18	]	]	PUNCT
ap-10161	139	19	,	,	PUNCT
ap-10161	139	20	(	(	PUNCT
ap-10161	139	21	4	4	X
ap-10161	139	22	)	)	PUNCT
ap-10161	139	23	u	u	NOUN
ap-10161	139	24	(	(	PUNCT
ap-10161	139	25	∂v	∂v	PROPN
ap-10161	139	26	∂x	∂x	PROPN
ap-10161	139	27	)	)	PUNCT
ap-10161	140	1	+	+	CCONJ
ap-10161	140	2	v	v	X
ap-10161	140	3	(	(	PUNCT
ap-10161	140	4	∂v	∂v	PROPN
ap-10161	140	5	∂y	∂y	PROPN
ap-10161	140	6	)	)	PUNCT
ap-10161	141	1	+	+	CCONJ
ap-10161	141	2	w	w	X
ap-10161	141	3	(	(	PUNCT
ap-10161	141	4	∂v	∂v	PROPN
ap-10161	141	5	∂z	∂z	PROPN
ap-10161	141	6	)	)	PUNCT
ap-10161	142	1	=	=	PUNCT
ap-10161	142	2	ν	ν	NOUN
ap-10161	142	3	(	(	PUNCT
ap-10161	142	4	1	1	NUM
ap-10161	142	5	+	+	SYM
ap-10161	142	6	1	1	NUM
ap-10161	142	7	β	β	NOUN
ap-10161	142	8	)	)	PUNCT
ap-10161	142	9	(	(	PUNCT
ap-10161	142	10	∂2v	∂2v	PROPN
ap-10161	142	11	∂z2	∂z2	PROPN
ap-10161	142	12	)	)	PUNCT
ap-10161	142	13	−	−	PROPN
ap-10161	142	14	(	(	PUNCT
ap-10161	142	15	σb2	σb2	NOUN
ap-10161	142	16	o	o	PROPN
ap-10161	142	17	ρ	ρ	PROPN
ap-10161	142	18	)	)	PUNCT
ap-10161	142	19	v	v	NOUN
ap-10161	142	20	+	+	CCONJ
ap-10161	142	21	gβt	gβt	NOUN
ap-10161	142	22	(	(	PUNCT
ap-10161	142	23	t	t	NOUN
ap-10161	142	24	−	−	PROPN
ap-10161	142	25	t∞	t∞	PROPN
ap-10161	142	26	)	)	PUNCT
ap-10161	143	1	+	+	CCONJ
ap-10161	143	2	gβc	gβc	X
ap-10161	143	3	(	(	PUNCT
ap-10161	143	4	c	c	NOUN
ap-10161	143	5	−	−	PROPN
ap-10161	143	6	c∞	c∞	PROPN
ap-10161	143	7	)	)	PUNCT
ap-10161	143	8	+	+	NUM
ap-10161	143	9	√	√	NUM
ap-10161	143	10	2γ	2γ	NOUN
ap-10161	143	11	[	[	PUNCT
ap-10161	143	12	∂v	∂v	X
ap-10161	143	13	∂z	∂z	PROPN
ap-10161	143	14	]	]	PUNCT
ap-10161	143	15	[	[	PUNCT
ap-10161	143	16	∂2v	∂2v	X
ap-10161	143	17	∂z2	∂z2	PROPN
ap-10161	143	18	]	]	PUNCT
ap-10161	143	19	.	.	PUNCT
ap-10161	144	1	(	(	PUNCT
ap-10161	144	2	5	5	X
ap-10161	144	3	)	)	PUNCT
ap-10161	144	4	equation	equation	NOUN
ap-10161	144	5	of	of	ADP
ap-10161	144	6	thermal	thermal	ADJ
ap-10161	144	7	energy	energy	NOUN
ap-10161	144	8	:	:	PUNCT
ap-10161	144	9	u	u	NOUN
ap-10161	144	10	(	(	PUNCT
ap-10161	144	11	∂t	∂t	PROPN
ap-10161	144	12	∂x	∂x	PROPN
ap-10161	144	13	)	)	PUNCT
ap-10161	145	1	+	+	CCONJ
ap-10161	145	2	v	v	X
ap-10161	145	3	(	(	PUNCT
ap-10161	145	4	∂t	∂t	PROPN
ap-10161	145	5	∂y	∂y	PROPN
ap-10161	145	6	)	)	PUNCT
ap-10161	146	1	+	+	CCONJ
ap-10161	146	2	w	w	X
ap-10161	146	3	(	(	PUNCT
ap-10161	146	4	∂t	∂t	PROPN
ap-10161	146	5	∂z	∂z	PROPN
ap-10161	146	6	)	)	PUNCT
ap-10161	147	1	=	=	SYM
ap-10161	147	2	α	α	PROPN
ap-10161	147	3	(	(	PUNCT
ap-10161	147	4	∂2	∂2	PROPN
ap-10161	147	5	t	t	PROPN
ap-10161	147	6	∂z2	∂z2	PROPN
ap-10161	147	7	)	)	PUNCT
ap-10161	148	1	+	+	CCONJ
ap-10161	148	2	τ1	τ1	NOUN
ap-10161	148	3	{	{	PUNCT
ap-10161	148	4	db	db	PROPN
ap-10161	148	5	(	(	PUNCT
ap-10161	148	6	∂t	∂t	PROPN
ap-10161	148	7	∂z	∂z	PROPN
ap-10161	148	8	)	)	PUNCT
ap-10161	148	9	(	(	PUNCT
ap-10161	148	10	∂c	∂c	PROPN
ap-10161	148	11	∂z	∂z	PROPN
ap-10161	148	12	)	)	PUNCT
ap-10161	149	1	+	+	CCONJ
ap-10161	149	2	dt	dt	NOUN
ap-10161	149	3	t∞	t∞	NOUN
ap-10161	149	4	(	(	PUNCT
ap-10161	149	5	∂t	∂t	PROPN
ap-10161	149	6	∂z	∂z	PROPN
ap-10161	149	7	)	)	PUNCT
ap-10161	149	8	2	2	X
ap-10161	149	9	}	}	PUNCT
ap-10161	149	10	+	+	CCONJ
ap-10161	149	11	(	(	PUNCT
ap-10161	149	12	dmkt	dmkt	PROPN
ap-10161	149	13	cs	cs	PROPN
ap-10161	149	14	)	)	PUNCT
ap-10161	149	15	(	(	PUNCT
ap-10161	149	16	∂2c	∂2c	NOUN
ap-10161	149	17	∂z2	∂z2	PROPN
ap-10161	149	18	)	)	PUNCT
ap-10161	149	19	.	.	PUNCT
ap-10161	150	1	(	(	PUNCT
ap-10161	150	2	6	6	X
ap-10161	150	3	)	)	PUNCT
ap-10161	150	4	equation	equation	NOUN
ap-10161	150	5	of	of	ADP
ap-10161	150	6	species	specie	NOUN
ap-10161	150	7	concentration	concentration	NOUN
ap-10161	150	8	:	:	PUNCT
ap-10161	150	9	u	u	NOUN
ap-10161	150	10	(	(	PUNCT
ap-10161	150	11	∂c	∂c	PROPN
ap-10161	150	12	∂x	∂x	PROPN
ap-10161	150	13	)	)	PUNCT
ap-10161	151	1	+	+	CCONJ
ap-10161	151	2	v	v	X
ap-10161	151	3	(	(	PUNCT
ap-10161	151	4	∂c	∂c	NOUN
ap-10161	151	5	∂y	∂y	PROPN
ap-10161	151	6	)	)	PUNCT
ap-10161	152	1	+	+	CCONJ
ap-10161	152	2	w	w	X
ap-10161	152	3	(	(	PUNCT
ap-10161	152	4	∂c	∂c	PROPN
ap-10161	152	5	∂z	∂z	PROPN
ap-10161	152	6	)	)	PUNCT
ap-10161	153	1	=	=	PUNCT
ap-10161	153	2	db	db	PROPN
ap-10161	153	3	(	(	PUNCT
ap-10161	153	4	∂2c	∂2c	NOUN
ap-10161	153	5	∂z2	∂z2	PROPN
ap-10161	153	6	)	)	PUNCT
ap-10161	154	1	+	+	CCONJ
ap-10161	154	2	dt	dt	NOUN
ap-10161	154	3	t∞	t∞	NOUN
ap-10161	154	4	(	(	PUNCT
ap-10161	154	5	∂t	∂t	PROPN
ap-10161	154	6	∂z	∂z	PROPN
ap-10161	154	7	)	)	PUNCT
ap-10161	154	8	2	2	NUM
ap-10161	155	1	+	+	CCONJ
ap-10161	155	2	(	(	PUNCT
ap-10161	155	3	dmkt	dmkt	NOUN
ap-10161	155	4	tm	tm	NOUN
ap-10161	155	5	)	)	PUNCT
ap-10161	155	6	(	(	PUNCT
ap-10161	155	7	∂2	∂2	PROPN
ap-10161	155	8	t	t	PROPN
ap-10161	155	9	∂z2	∂z2	PROPN
ap-10161	155	10	)	)	PUNCT
ap-10161	155	11	.	.	PUNCT
ap-10161	156	1	(	(	PUNCT
ap-10161	156	2	7	7	X
ap-10161	156	3	)	)	PUNCT
ap-10161	156	4	equation	equation	NOUN
ap-10161	156	5	of	of	ADP
ap-10161	156	6	microorganisms	microorganism	NOUN
ap-10161	156	7	:	:	PUNCT
ap-10161	156	8	u	u	NOUN
ap-10161	156	9	(	(	PUNCT
ap-10161	156	10	∂χ	∂χ	PROPN
ap-10161	156	11	∂x	∂x	PROPN
ap-10161	156	12	)	)	PUNCT
ap-10161	157	1	+	+	CCONJ
ap-10161	157	2	v	v	X
ap-10161	157	3	(	(	PUNCT
ap-10161	157	4	∂χ	∂χ	PROPN
ap-10161	157	5	∂y	∂y	PROPN
ap-10161	157	6	)	)	PUNCT
ap-10161	158	1	+	+	CCONJ
ap-10161	158	2	w	w	X
ap-10161	158	3	(	(	PUNCT
ap-10161	158	4	∂χ	∂χ	PROPN
ap-10161	158	5	∂z	∂z	PROPN
ap-10161	158	6	)	)	PUNCT
ap-10161	159	1	=	=	SYM
ap-10161	159	2	dn	dn	INTJ
ap-10161	159	3	(	(	PUNCT
ap-10161	159	4	∂2χ	∂2χ	PROPN
ap-10161	159	5	∂z2	∂z2	PROPN
ap-10161	159	6	)	)	PUNCT
ap-10161	159	7	−	−	PROPN
ap-10161	159	8	b∗wc	b∗wc	PROPN
ap-10161	159	9	(	(	PUNCT
ap-10161	159	10	cw	cw	NOUN
ap-10161	159	11	−	−	PROPN
ap-10161	159	12	c∞	c∞	PROPN
ap-10161	159	13	)	)	PUNCT
ap-10161	159	14	∂	∂	NOUN
ap-10161	159	15	∂z	∂z	PROPN
ap-10161	159	16	(	(	PUNCT
ap-10161	159	17	χ	χ	X
ap-10161	159	18	∂c	∂c	PROPN
ap-10161	159	19	∂z	∂z	PROPN
ap-10161	159	20	)	)	PUNCT
ap-10161	159	21	.	.	PUNCT
ap-10161	160	1	(	(	PUNCT
ap-10161	160	2	8)	8)	NUM
ap-10161	160	3	the	the	DET
ap-10161	160	4	boundary	boundary	ADJ
ap-10161	160	5	conditions	condition	NOUN
ap-10161	160	6	for	for	ADP
ap-10161	160	7	this	this	DET
ap-10161	160	8	flow	flow	NOUN
ap-10161	160	9	are	be	AUX
ap-10161	160	10	:	:	PUNCT
ap-10161	160	11	u	u	PROPN
ap-10161	160	12	=	=	PROPN
ap-10161	160	13	uw	uw	PROPN
ap-10161	160	14	=	=	PROPN
ap-10161	160	15	uo	uo	NOUN
ap-10161	160	16	exp	exp	NOUN
ap-10161	160	17	{	{	PUNCT
ap-10161	160	18	x	x	PROPN
ap-10161	160	19	+	+	NUM
ap-10161	160	20	y	y	PROPN
ap-10161	160	21	l	l	NOUN
ap-10161	160	22	}	}	PUNCT
ap-10161	160	23	,	,	PUNCT
ap-10161	160	24	v	v	X
ap-10161	160	25	=	=	SYM
ap-10161	160	26	vw	vw	X
ap-10161	160	27	=	=	SYM
ap-10161	160	28	vo	vo	NOUN
ap-10161	160	29	exp	exp	NOUN
ap-10161	160	30	{	{	PUNCT
ap-10161	160	31	x	x	PROPN
ap-10161	160	32	+	+	NUM
ap-10161	160	33	y	y	PROPN
ap-10161	160	34	l	l	NOUN
ap-10161	160	35	}	}	PUNCT
ap-10161	160	36	,	,	PUNCT
ap-10161	160	37	−κf	−κf	PROPN
ap-10161	160	38	(	(	PUNCT
ap-10161	160	39	∂t	∂t	PROPN
ap-10161	160	40	∂z	∂z	PROPN
ap-10161	160	41	)	)	PUNCT
ap-10161	161	1	=	=	SYM
ap-10161	161	2	hf	hf	INTJ
ap-10161	161	3	(	(	PUNCT
ap-10161	161	4	tw	tw	NOUN
ap-10161	161	5	−	−	PROPN
ap-10161	161	6	t	t	PROPN
ap-10161	161	7	)	)	PUNCT
ap-10161	161	8	,	,	PUNCT
ap-10161	161	9	at	at	ADP
ap-10161	161	10	z	z	NOUN
ap-10161	161	11	=	=	SYM
ap-10161	161	12	0	0	NUM
ap-10161	161	13	,	,	PUNCT
ap-10161	161	14	−db	−db	NUM
ap-10161	161	15	(	(	PUNCT
ap-10161	161	16	∂c	∂c	PROPN
ap-10161	161	17	∂z	∂z	PROPN
ap-10161	161	18	)	)	PUNCT
ap-10161	162	1	=	=	SYM
ap-10161	162	2	hs	hs	PROPN
ap-10161	162	3	(	(	PUNCT
ap-10161	162	4	cw	cw	NOUN
ap-10161	162	5	−	−	PROPN
ap-10161	162	6	c	c	PROPN
ap-10161	162	7	)	)	PUNCT
ap-10161	162	8	,	,	PUNCT
ap-10161	162	9	χ	χ	X
ap-10161	162	10	=	=	SYM
ap-10161	162	11	χw	χw	PROPN
ap-10161	162	12	,	,	PUNCT
ap-10161	162	13	u	u	NOUN
ap-10161	162	14	→	→	SYM
ap-10161	162	15	0	0	NUM
ap-10161	162	16	,	,	PUNCT
ap-10161	162	17	v	v	NOUN
ap-10161	162	18	→	→	SYM
ap-10161	162	19	0	0	NUM
ap-10161	162	20	,	,	PUNCT
ap-10161	162	21	t	t	PROPN
ap-10161	162	22	→	→	SYM
ap-10161	162	23	t∞	t∞	PROPN
ap-10161	162	24	,	,	PUNCT
ap-10161	162	25	as	as	ADP
ap-10161	162	26	z	z	PROPN
ap-10161	162	27	→	→	SYM
ap-10161	162	28	∞	∞	NUM
ap-10161	162	29	c	c	PROPN
ap-10161	162	30	→	→	SYM
ap-10161	162	31	c∞	c∞	PROPN
ap-10161	162	32	,	,	PUNCT
ap-10161	162	33	χ	χ	X
ap-10161	162	34	→	→	X
ap-10161	162	35	χ∞.	χ∞.	ADJ
ap-10161	162	36			NOUN
ap-10161	162	37	(	(	PUNCT
ap-10161	162	38	9	9	X
ap-10161	162	39	)	)	PUNCT
ap-10161	162	40	introducing	introduce	VERB
ap-10161	162	41	the	the	DET
ap-10161	162	42	following	follow	VERB
ap-10161	162	43	similarity	similarity	NOUN
ap-10161	162	44	transformations	transformation	NOUN
ap-10161	162	45	:	:	PUNCT
ap-10161	162	46	η	η	X
ap-10161	162	47	=	=	SYM
ap-10161	162	48	(	(	PUNCT
ap-10161	162	49	√	√	ADP
ap-10161	162	50	uo	uo	NUM
ap-10161	162	51	2νl	2νl	NOUN
ap-10161	162	52	)	)	PUNCT
ap-10161	162	53	exp	exp	NOUN
ap-10161	162	54	[	[	PUNCT
ap-10161	162	55	x	x	PROPN
ap-10161	162	56	+	+	NUM
ap-10161	162	57	y	y	PROPN
ap-10161	162	58	l	l	NOUN
ap-10161	162	59	]	]	X
ap-10161	163	1	z	z	X
ap-10161	163	2	,	,	PUNCT
ap-10161	163	3	u	u	NOUN
ap-10161	163	4	=	=	NOUN
ap-10161	163	5	uo	uo	NOUN
ap-10161	163	6	exp	exp	NOUN
ap-10161	163	7	[	[	PUNCT
ap-10161	163	8	x	x	PROPN
ap-10161	163	9	+	+	NUM
ap-10161	163	10	y	y	PROPN
ap-10161	163	11	l	l	NOUN
ap-10161	163	12	]	]	PUNCT
ap-10161	164	1	f	f	X
ap-10161	165	1	′	′	NUM
ap-10161	165	2	(	(	PUNCT
ap-10161	165	3	η	η	PROPN
ap-10161	165	4	)	)	PUNCT
ap-10161	165	5	,	,	PUNCT
ap-10161	165	6	v	v	NOUN
ap-10161	165	7	=	=	SYM
ap-10161	165	8	vo	vo	NOUN
ap-10161	165	9	exp	exp	NOUN
ap-10161	165	10	[	[	PUNCT
ap-10161	165	11	x	x	PROPN
ap-10161	165	12	+	+	NUM
ap-10161	165	13	y	y	PROPN
ap-10161	165	14	l	l	NOUN
ap-10161	165	15	]	]	X
ap-10161	165	16	g′	g′	X
ap-10161	165	17	(	(	PUNCT
ap-10161	165	18	η	η	PROPN
ap-10161	165	19	)	)	PUNCT
ap-10161	165	20	,	,	PUNCT
ap-10161	165	21	θ	θ	PROPN
ap-10161	165	22	=	=	PUNCT
ap-10161	165	23	t	t	PROPN
ap-10161	165	24	−	−	PROPN
ap-10161	165	25	t∞	t∞	NUM
ap-10161	165	26	tw	tw	NOUN
ap-10161	165	27	−	−	PROPN
ap-10161	165	28	t∞	t∞	NOUN
ap-10161	165	29	,	,	PUNCT
ap-10161	165	30	w	w	PROPN
ap-10161	165	31	=	=	SYM
ap-10161	165	32	−	−	PROPN
ap-10161	165	33	(	(	PUNCT
ap-10161	165	34	√	√	NUM
ap-10161	165	35	νuo	νuo	VERB
ap-10161	165	36	2l	2l	NOUN
ap-10161	165	37	)	)	PUNCT
ap-10161	165	38	exp	exp	NOUN
ap-10161	165	39	[	[	PUNCT
ap-10161	165	40	x	x	PROPN
ap-10161	165	41	+	+	NUM
ap-10161	165	42	y	y	PROPN
ap-10161	165	43	l	l	NOUN
ap-10161	165	44	]	]	PUNCT
ap-10161	165	45	{	{	PUNCT
ap-10161	165	46	f	f	X
ap-10161	165	47	(	(	PUNCT
ap-10161	165	48	η	η	PROPN
ap-10161	165	49	)	)	PUNCT
ap-10161	166	1	+	+	CCONJ
ap-10161	166	2	ηf	ηf	PROPN
ap-10161	166	3	′	′	NUM
ap-10161	166	4	(	(	PUNCT
ap-10161	166	5	η	η	PROPN
ap-10161	166	6	)	)	PUNCT
ap-10161	166	7	+	+	CCONJ
ap-10161	166	8	g	g	PROPN
ap-10161	166	9	(	(	PUNCT
ap-10161	166	10	η	η	PROPN
ap-10161	166	11	)	)	PUNCT
ap-10161	166	12	+	+	CCONJ
ap-10161	166	13	ηg′	ηg′	NOUN
ap-10161	166	14	(	(	PUNCT
ap-10161	166	15	η	η	NOUN
ap-10161	166	16	)	)	PUNCT
ap-10161	166	17	}	}	PUNCT
ap-10161	166	18	,	,	PUNCT
ap-10161	166	19	ϕ	ϕ	X
ap-10161	166	20	=	=	SYM
ap-10161	166	21	c	c	PROPN
ap-10161	166	22	−	−	PROPN
ap-10161	166	23	c∞	c∞	PROPN
ap-10161	166	24	cw	cw	NOUN
ap-10161	166	25	−	−	PROPN
ap-10161	166	26	c∞	c∞	PROPN
ap-10161	166	27	,	,	PUNCT
ap-10161	166	28	n	n	PROPN
ap-10161	166	29	=	=	SYM
ap-10161	166	30	χ	χ	PRON
ap-10161	166	31	−	−	NOUN
ap-10161	166	32	χ∞	χ∞	X
ap-10161	166	33	χw	χw	ADP
ap-10161	166	34	−	−	PROPN
ap-10161	166	35	χ∞	χ∞	PROPN
ap-10161	166	36	.	.	PUNCT
ap-10161	167	1			NOUN
ap-10161	167	2	(	(	PUNCT
ap-10161	167	3	10	10	NUM
ap-10161	167	4	)	)	PUNCT
ap-10161	167	5	making	make	VERB
ap-10161	167	6	use	use	NOUN
ap-10161	167	7	of	of	ADP
ap-10161	167	8	equation	equation	NOUN
ap-10161	167	9	(	(	PUNCT
ap-10161	167	10	10	10	NUM
ap-10161	167	11	)	)	PUNCT
ap-10161	167	12	,	,	PUNCT
ap-10161	167	13	the	the	DET
ap-10161	167	14	equation	equation	NOUN
ap-10161	167	15	of	of	ADP
ap-10161	167	16	continuity	continuity	NOUN
ap-10161	167	17	is	be	AUX
ap-10161	167	18	identically	identically	ADV
ap-10161	167	19	satisfied	satisfied	ADJ
ap-10161	167	20	and	and	CCONJ
ap-10161	167	21	equations	equation	NOUN
ap-10161	167	22	(	(	PUNCT
ap-10161	167	23	4)–(8	4)–(8	X
ap-10161	167	24	)	)	PUNCT
ap-10161	167	25	take	take	VERB
ap-10161	167	26	the	the	DET
ap-10161	167	27	following	follow	VERB
ap-10161	167	28	form	form	NOUN
ap-10161	167	29	:(	:(	SYM
ap-10161	167	30	1	1	NUM
ap-10161	168	1	+	+	SYM
ap-10161	168	2	1	1	NUM
ap-10161	168	3	β	β	NOUN
ap-10161	168	4	)	)	PUNCT
ap-10161	169	1	f	f	PROPN
ap-10161	169	2	′′′	′′′	PROPN
ap-10161	170	1	+	+	CCONJ
ap-10161	170	2	(	(	PUNCT
ap-10161	170	3	f	f	X
ap-10161	170	4	+	+	CCONJ
ap-10161	170	5	g	g	NOUN
ap-10161	170	6	)	)	PUNCT
ap-10161	170	7	f	f	PROPN
ap-10161	171	1	′′	′′	NOUN
ap-10161	171	2	−	−	PROPN
ap-10161	171	3	2	2	NUM
ap-10161	171	4	(	(	PUNCT
ap-10161	171	5	f	f	NOUN
ap-10161	171	6	′	′	NUM
ap-10161	171	7	+	+	CCONJ
ap-10161	171	8	g′	g′	NOUN
ap-10161	171	9	)	)	PUNCT
ap-10161	171	10	f	f	NOUN
ap-10161	172	1	′	′	NUM
ap-10161	173	1	+	+	CCONJ
ap-10161	173	2	2	2	NUM
ap-10161	173	3	(	(	PUNCT
ap-10161	173	4	grθ	grθ	NOUN
ap-10161	173	5	+	+	CCONJ
ap-10161	173	6	gcϕ	gcϕ	PROPN
ap-10161	173	7	)	)	PUNCT
ap-10161	173	8	−	−	NOUN
ap-10161	173	9	mf	mf	X
ap-10161	173	10	′	′	NOUN
ap-10161	174	1	+	+	CCONJ
ap-10161	174	2	λf	λf	X
ap-10161	174	3	′′f	′′f	NOUN
ap-10161	174	4	′′′	′′′	NOUN
ap-10161	174	5	=	=	SYM
ap-10161	174	6	0	0	PROPN
ap-10161	174	7	,	,	PUNCT
ap-10161	174	8	(	(	PUNCT
ap-10161	174	9	11	11	NUM
ap-10161	174	10	)	)	PUNCT
ap-10161	174	11	(	(	PUNCT
ap-10161	174	12	1	1	NUM
ap-10161	174	13	+	+	SYM
ap-10161	174	14	1	1	NUM
ap-10161	174	15	β	β	X
ap-10161	174	16	)	)	PUNCT
ap-10161	174	17	g′′′	g′′′	PROPN
ap-10161	175	1	+	+	CCONJ
ap-10161	175	2	(	(	PUNCT
ap-10161	175	3	f	f	X
ap-10161	175	4	+	+	CCONJ
ap-10161	175	5	g	g	NOUN
ap-10161	175	6	)	)	PUNCT
ap-10161	175	7	g′′	g′′	PROPN
ap-10161	175	8	−	−	PROPN
ap-10161	175	9	2	2	NUM
ap-10161	175	10	(	(	PUNCT
ap-10161	175	11	f	f	NOUN
ap-10161	175	12	′	′	NUM
ap-10161	175	13	+	+	CCONJ
ap-10161	175	14	g′	g′	NOUN
ap-10161	175	15	)	)	PUNCT
ap-10161	175	16	g′	g′	NOUN
ap-10161	176	1	+	+	CCONJ
ap-10161	176	2	2	2	NUM
ap-10161	176	3	(	(	PUNCT
ap-10161	176	4	grθ	grθ	NOUN
ap-10161	176	5	+	+	CCONJ
ap-10161	176	6	gcϕ	gcϕ	PROPN
ap-10161	176	7	)	)	PUNCT
ap-10161	176	8	−	−	PROPN
ap-10161	176	9	mg′	mg′	X
ap-10161	177	1	+	+	NOUN
ap-10161	177	2	λg′′g′′′	λg′′g′′′	X
ap-10161	177	3	=	=	SYM
ap-10161	177	4	0	0	NUM
ap-10161	177	5	,	,	PUNCT
ap-10161	177	6	(	(	PUNCT
ap-10161	177	7	12	12	NUM
ap-10161	177	8	)	)	PUNCT
ap-10161	177	9	θ′′	θ′′	PROPN
ap-10161	177	10	+	+	CCONJ
ap-10161	177	11	pr(f	pr(f	X
ap-10161	177	12	+	+	CCONJ
ap-10161	177	13	g)θ′	g)θ′	PROPN
ap-10161	177	14	+	+	CCONJ
ap-10161	177	15	prnbθ′ϕ′	prnbθ′ϕ′	NOUN
ap-10161	177	16	+	+	CCONJ
ap-10161	177	17	prntθ′2	prntθ′2	NOUN
ap-10161	177	18	+	+	CCONJ
ap-10161	177	19	prduϕ′′	prduϕ′′	X
ap-10161	177	20	=	=	SYM
ap-10161	177	21	0	0	NUM
ap-10161	177	22	,	,	PUNCT
ap-10161	177	23	(	(	PUNCT
ap-10161	177	24	13	13	NUM
ap-10161	177	25	)	)	PUNCT
ap-10161	177	26	nbϕ′′	nbϕ′′	NOUN
ap-10161	178	1	+	+	CCONJ
ap-10161	178	2	nblepr(f	nblepr(f	NOUN
ap-10161	178	3	+	+	CCONJ
ap-10161	178	4	g)ϕ′	g)ϕ′	PROPN
ap-10161	178	5	+	+	CCONJ
ap-10161	178	6	ntθ′′	ntθ′′	PROPN
ap-10161	179	1	+	+	CCONJ
ap-10161	179	2	nbsrθ′′	nbsrθ′′	PROPN
ap-10161	179	3	=	=	SYM
ap-10161	179	4	0	0	NUM
ap-10161	179	5	,	,	PUNCT
ap-10161	179	6	(	(	PUNCT
ap-10161	179	7	14	14	NUM
ap-10161	179	8	)	)	PUNCT
ap-10161	179	9	n	n	CCONJ
ap-10161	179	10	′′	′′	PROPN
ap-10161	179	11	+	+	CCONJ
ap-10161	180	1	lb	lb	X
ap-10161	180	2	(	(	PUNCT
ap-10161	180	3	f	f	PROPN
ap-10161	180	4	+	+	CCONJ
ap-10161	180	5	g	g	NOUN
ap-10161	180	6	)	)	PUNCT
ap-10161	180	7	n	n	NOUN
ap-10161	181	1	′	′	NOUN
ap-10161	181	2	−	−	NOUN
ap-10161	182	1	pe	pe	INTJ
ap-10161	182	2	(	(	PUNCT
ap-10161	182	3	n	n	NOUN
ap-10161	182	4	′ϕ′	′ϕ′	PROPN
ap-10161	182	5	+	+	ADJ
ap-10161	182	6	ϕ′′	ϕ′′	PROPN
ap-10161	182	7	(	(	PUNCT
ap-10161	182	8	n	n	X
ap-10161	182	9	+	+	CCONJ
ap-10161	182	10	ω	ω	NUM
ap-10161	182	11	)	)	PUNCT
ap-10161	182	12	)	)	PUNCT
ap-10161	183	1	=	=	SYM
ap-10161	183	2	0	0	NUM
ap-10161	183	3	,	,	PUNCT
ap-10161	183	4	(	(	PUNCT
ap-10161	183	5	15	15	X
ap-10161	183	6	)	)	PUNCT
ap-10161	183	7	the	the	DET
ap-10161	183	8	corresponding	corresponding	ADJ
ap-10161	183	9	boundary	boundary	ADJ
ap-10161	183	10	conditions	condition	NOUN
ap-10161	183	11	(	(	PUNCT
ap-10161	183	12	9	9	X
ap-10161	183	13	)	)	PUNCT
ap-10161	183	14	become	become	VERB
ap-10161	183	15	:	:	PUNCT
ap-10161	183	16	f	f	PROPN
ap-10161	183	17	(	(	PUNCT
ap-10161	183	18	0	0	NUM
ap-10161	183	19	)	)	PUNCT
ap-10161	183	20	=	=	SYM
ap-10161	183	21	0	0	NUM
ap-10161	183	22	,	,	PUNCT
ap-10161	183	23	g	g	PROPN
ap-10161	183	24	(	(	PUNCT
ap-10161	183	25	0	0	NUM
ap-10161	183	26	)	)	PUNCT
ap-10161	183	27	=	=	SYM
ap-10161	183	28	0	0	NUM
ap-10161	183	29	,	,	PUNCT
ap-10161	183	30	f	f	PROPN
ap-10161	183	31	′	′	NUM
ap-10161	184	1	(	(	PUNCT
ap-10161	184	2	0	0	NUM
ap-10161	184	3	)	)	PUNCT
ap-10161	184	4	=	=	SYM
ap-10161	184	5	1	1	NUM
ap-10161	184	6	,	,	PUNCT
ap-10161	184	7	g′	g′	NOUN
ap-10161	184	8	(	(	PUNCT
ap-10161	184	9	0	0	NUM
ap-10161	184	10	)	)	PUNCT
ap-10161	184	11	=	=	SYM
ap-10161	184	12	δ	δ	PROPN
ap-10161	184	13	,	,	PUNCT
ap-10161	184	14	θ′	θ′	NOUN
ap-10161	184	15	(	(	PUNCT
ap-10161	184	16	0	0	NUM
ap-10161	184	17	)	)	PUNCT
ap-10161	184	18	=	=	PRON
ap-10161	184	19	−δ1{1	−δ1{1	VERB
ap-10161	185	1	−	−	PROPN
ap-10161	185	2	θ	θ	PROPN
ap-10161	185	3	(	(	PUNCT
ap-10161	185	4	0	0	NUM
ap-10161	185	5	)	)	PUNCT
ap-10161	185	6	}	}	PUNCT
ap-10161	185	7	,	,	PUNCT
ap-10161	185	8	ϕ′	ϕ′	X
ap-10161	185	9	(	(	PUNCT
ap-10161	185	10	0	0	NUM
ap-10161	185	11	)	)	PUNCT
ap-10161	185	12	=	=	SYM
ap-10161	185	13	−δ2{1	−δ2{1	PROPN
ap-10161	185	14	−	−	PROPN
ap-10161	185	15	ϕ	ϕ	X
ap-10161	185	16	(	(	PUNCT
ap-10161	185	17	0	0	NUM
ap-10161	185	18	)	)	PUNCT
ap-10161	185	19	}	}	PUNCT
ap-10161	185	20	,	,	PUNCT
ap-10161	185	21	n	n	CCONJ
ap-10161	185	22	(	(	PUNCT
ap-10161	185	23	0	0	NUM
ap-10161	185	24	)	)	PUNCT
ap-10161	185	25	=	=	SYM
ap-10161	185	26	1	1	NUM
ap-10161	185	27	,	,	PUNCT
ap-10161	185	28	f	f	PROPN
ap-10161	185	29	′	′	NUM
ap-10161	185	30	(	(	PUNCT
ap-10161	185	31	∞	∞	NOUN
ap-10161	185	32	)	)	PUNCT
ap-10161	185	33	→	→	SYM
ap-10161	185	34	0	0	NUM
ap-10161	185	35	,	,	PUNCT
ap-10161	185	36	g′	g′	NOUN
ap-10161	185	37	(	(	PUNCT
ap-10161	185	38	∞	∞	PROPN
ap-10161	185	39	)	)	PUNCT
ap-10161	185	40	→	→	SYM
ap-10161	185	41	0	0	NUM
ap-10161	185	42	,	,	PUNCT
ap-10161	185	43	θ	θ	PROPN
ap-10161	185	44	(	(	PUNCT
ap-10161	185	45	∞	∞	NOUN
ap-10161	185	46	)	)	PUNCT
ap-10161	185	47	→	→	SYM
ap-10161	185	48	0	0	NUM
ap-10161	185	49	,	,	PUNCT
ap-10161	185	50	ϕ	ϕ	X
ap-10161	185	51	(	(	PUNCT
ap-10161	185	52	∞	∞	PROPN
ap-10161	185	53	)	)	PUNCT
ap-10161	185	54	→	→	SYM
ap-10161	185	55	0	0	NUM
ap-10161	185	56	,	,	PUNCT
ap-10161	185	57	n	n	PROPN
ap-10161	185	58	(	(	PUNCT
ap-10161	185	59	∞	∞	NOUN
ap-10161	185	60	)	)	PUNCT
ap-10161	185	61	→	→	SYM
ap-10161	185	62	0	0	NUM
ap-10161	185	63	,	,	PUNCT
ap-10161	185	64			NUM
ap-10161	185	65	(	(	PUNCT
ap-10161	185	66	16	16	NUM
ap-10161	185	67	)	)	PUNCT
ap-10161	185	68	481	481	NUM
ap-10161	185	69	b.	b.	PROPN
ap-10161	185	70	samudrala	samudrala	PROPN
ap-10161	185	71	,	,	PUNCT
ap-10161	185	72	k.	k.	PROPN
ap-10161	185	73	jayalakshmi	jayalakshmi	PROPN
ap-10161	185	74	,	,	PUNCT
ap-10161	185	75	m.	m.	NOUN
ap-10161	185	76	gundagani	gundagani	PROPN
ap-10161	185	77	acta	acta	PROPN
ap-10161	185	78	polytechnica	polytechnica	PROPN
ap-10161	185	79	where	where	SCONJ
ap-10161	185	80	the	the	DET
ap-10161	185	81	involved	involved	ADJ
ap-10161	185	82	physical	physical	ADJ
ap-10161	185	83	parameters	parameter	NOUN
ap-10161	185	84	are	be	AUX
ap-10161	185	85	defined	define	VERB
ap-10161	185	86	as	as	ADP
ap-10161	185	87	:	:	PUNCT
ap-10161	185	88	pr=	pr=	VERB
ap-10161	185	89	ν	ν	PROPN
ap-10161	185	90	α	α	PROPN
ap-10161	185	91	,	,	PUNCT
ap-10161	185	92	m	m	NOUN
ap-10161	185	93	=	=	NOUN
ap-10161	185	94	σb2	σb2	PROPN
ap-10161	185	95	ox	ox	NOUN
ap-10161	185	96	ρa	ρa	ADV
ap-10161	185	97	,	,	PUNCT
ap-10161	185	98	le	le	X
ap-10161	185	99	=	=	PUNCT
ap-10161	185	100	ν	ν	PROPN
ap-10161	185	101	db	db	PROPN
ap-10161	185	102	,	,	PUNCT
ap-10161	185	103	nb	nb	INTJ
ap-10161	186	1	=	=	SYM
ap-10161	187	1	(	(	PUNCT
ap-10161	187	2	ρc)p	ρc)p	PROPN
ap-10161	187	3	db(cw	db(cw	PROPN
ap-10161	187	4	−	−	PROPN
ap-10161	187	5	c∞	c∞	PROPN
ap-10161	187	6	)	)	PUNCT
ap-10161	187	7	(	(	PUNCT
ap-10161	187	8	ρc)f	ρc)f	NOUN
ap-10161	187	9	ν	ν	NOUN
ap-10161	187	10	,	,	PUNCT
ap-10161	187	11	λ	λ	X
ap-10161	187	12	=	=	PUNCT
ap-10161	187	13	γx	γx	NOUN
ap-10161	187	14	√	√	NOUN
ap-10161	187	15	2a3	2a3	NUM
ap-10161	187	16	ν	ν	NOUN
ap-10161	187	17	,	,	PUNCT
ap-10161	187	18	δ	δ	X
ap-10161	187	19	=	=	SYM
ap-10161	187	20	b	b	PROPN
ap-10161	187	21	a	a	PRON
ap-10161	187	22	,	,	PUNCT
ap-10161	187	23	sr	sr	PROPN
ap-10161	187	24	=	=	PROPN
ap-10161	187	25	dmkt	dmkt	PROPN
ap-10161	187	26	(	(	PUNCT
ap-10161	187	27	tw	tw	NOUN
ap-10161	187	28	−	−	PROPN
ap-10161	187	29	t∞	t∞	PROPN
ap-10161	187	30	)	)	PUNCT
ap-10161	187	31	tmν	tmν	NOUN
ap-10161	187	32	(	(	PUNCT
ap-10161	187	33	cw	cw	NOUN
ap-10161	187	34	−	−	PROPN
ap-10161	187	35	c∞	c∞	PROPN
ap-10161	187	36	)	)	PUNCT
ap-10161	187	37	,	,	PUNCT
ap-10161	187	38	du	du	PROPN
ap-10161	187	39	=	=	PROPN
ap-10161	187	40	dmkt	dmkt	PROPN
ap-10161	187	41	(	(	PUNCT
ap-10161	187	42	cw	cw	NOUN
ap-10161	187	43	−	−	PROPN
ap-10161	187	44	c∞	c∞	PROPN
ap-10161	187	45	)	)	PUNCT
ap-10161	187	46	cscpν	cscpν	NOUN
ap-10161	187	47	(	(	PUNCT
ap-10161	187	48	t	t	PROPN
ap-10161	187	49	−	−	PROPN
ap-10161	187	50	t∞	t∞	PROPN
ap-10161	187	51	)	)	PUNCT
ap-10161	187	52	,	,	PUNCT
ap-10161	187	53	nt	not	PART
ap-10161	187	54	=	=	SYM
ap-10161	187	55	(	(	PUNCT
ap-10161	187	56	ρc)p	ρc)p	PROPN
ap-10161	187	57	dt	dt	X
ap-10161	187	58	(	(	PUNCT
ap-10161	187	59	tw	tw	NOUN
ap-10161	187	60	−	−	PROPN
ap-10161	187	61	t∞	t∞	NOUN
ap-10161	187	62	)	)	PUNCT
ap-10161	187	63	(	(	PUNCT
ap-10161	187	64	ρc)f	ρc)f	PROPN
ap-10161	187	65	νt∞	νt∞	PROPN
ap-10161	187	66	,	,	PUNCT
ap-10161	187	67	lb	lb	NOUN
ap-10161	187	68	=	=	PUNCT
ap-10161	187	69	ν	ν	PROPN
ap-10161	187	70	dn	dn	NOUN
ap-10161	187	71	,	,	PUNCT
ap-10161	187	72	pe	pe	PROPN
ap-10161	187	73	=	=	PUNCT
ap-10161	187	74	b∗wc	b∗wc	PROPN
ap-10161	187	75	dn	dn	PROPN
ap-10161	187	76	,	,	PUNCT
ap-10161	187	77	ω	ω	X
ap-10161	187	78	=	=	SYM
ap-10161	187	79	χ∞	χ∞	NOUN
ap-10161	187	80	χw	χw	ADP
ap-10161	187	81	−	−	PROPN
ap-10161	187	82	χ∞	χ∞	NOUN
ap-10161	187	83	,	,	PUNCT
ap-10161	187	84	gr	gr	PROPN
ap-10161	187	85	=	=	SYM
ap-10161	187	86	gx3βt	gx3βt	X
ap-10161	187	87	(	(	PUNCT
ap-10161	187	88	tw	tw	NOUN
ap-10161	187	89	−	−	PROPN
ap-10161	187	90	t∞	t∞	NOUN
ap-10161	187	91	)	)	PUNCT
ap-10161	187	92	ν2	ν2	NOUN
ap-10161	187	93	,	,	PUNCT
ap-10161	187	94	gc	gc	PROPN
ap-10161	187	95	=	=	SYM
ap-10161	187	96	gx3βc(cw	gx3βc(cw	PROPN
ap-10161	187	97	−	−	PROPN
ap-10161	187	98	c∞	c∞	NOUN
ap-10161	187	99	)	)	PUNCT
ap-10161	187	100	ν2	ν2	NOUN
ap-10161	187	101	.	.	PUNCT
ap-10161	188	1			NOUN
ap-10161	188	2	(	(	PUNCT
ap-10161	188	3	17	17	NUM
ap-10161	188	4	)	)	PUNCT
ap-10161	188	5	the	the	DET
ap-10161	188	6	physical	physical	ADJ
ap-10161	188	7	parameters	parameter	NOUN
ap-10161	188	8	of	of	ADP
ap-10161	188	9	the	the	DET
ap-10161	188	10	skin	skin	NOUN
ap-10161	188	11	-	-	PUNCT
ap-10161	188	12	friction	friction	NOUN
ap-10161	188	13	coefficient	coefficient	NOUN
ap-10161	188	14	along	along	ADP
ap-10161	188	15	x	x	PUNCT
ap-10161	188	16	and	and	CCONJ
ap-10161	188	17	y	y	NOUN
ap-10161	188	18	-	-	PUNCT
ap-10161	188	19	directions	direction	NOUN
ap-10161	188	20	,	,	PUNCT
ap-10161	188	21	local	local	ADJ
ap-10161	188	22	nusselt	nusselt	NOUN
ap-10161	188	23	number	number	NOUN
ap-10161	188	24	,	,	PUNCT
ap-10161	188	25	local	local	ADJ
ap-10161	188	26	sherwood	sherwood	PROPN
ap-10161	188	27	number	number	NOUN
ap-10161	188	28	,	,	PUNCT
ap-10161	188	29	and	and	CCONJ
ap-10161	188	30	motile	motile	ADJ
ap-10161	188	31	density	density	NOUN
ap-10161	188	32	coefficients	coefficient	NOUN
ap-10161	188	33	are	be	AUX
ap-10161	188	34	presented	present	VERB
ap-10161	188	35	as	as	SCONJ
ap-10161	188	36	follows	follow	VERB
ap-10161	188	37	:	:	PUNCT
ap-10161	188	38	cfx	cfx	PROPN
ap-10161	188	39	=	=	PUNCT
ap-10161	188	40	(	(	PUNCT
ap-10161	188	41	1	1	NUM
ap-10161	188	42	+	+	SYM
ap-10161	188	43	1	1	NUM
ap-10161	188	44	β	β	NOUN
ap-10161	188	45	)	)	PUNCT
ap-10161	188	46	τwx	τwx	NOUN
ap-10161	189	1	ρu2	ρu2	X
ap-10161	189	2	w	w	X
ap-10161	189	3	=	=	SYM
ap-10161	189	4	µ	µ	X
ap-10161	189	5	ρu2	ρu2	X
ap-10161	189	6	w	w	X
ap-10161	189	7	(	(	PUNCT
ap-10161	189	8	1	1	NUM
ap-10161	189	9	+	+	SYM
ap-10161	189	10	1	1	NUM
ap-10161	189	11	β	β	NOUN
ap-10161	189	12	)	)	PUNCT
ap-10161	189	13	(	(	PUNCT
ap-10161	189	14	∂u	∂u	PROPN
ap-10161	189	15	∂z	∂z	PROPN
ap-10161	189	16	+	+	CCONJ
ap-10161	189	17	γ√	γ√	PROPN
ap-10161	189	18	2	2	NUM
ap-10161	189	19	(	(	PUNCT
ap-10161	189	20	∂u	∂u	PROPN
ap-10161	189	21	∂z	∂z	PROPN
ap-10161	189	22	)	)	PUNCT
ap-10161	189	23	2	2	X
ap-10161	189	24	)	)	PUNCT
ap-10161	189	25	z=0	z=0	PROPN
ap-10161	189	26	⇒	⇒	NOUN
ap-10161	189	27	(	(	PUNCT
ap-10161	190	1	√	√	PROPN
ap-10161	190	2	rex	rex	PROPN
ap-10161	190	3	)	)	PUNCT
ap-10161	190	4	cfx	cfx	PROPN
ap-10161	190	5	=	=	PUNCT
ap-10161	190	6	(	(	PUNCT
ap-10161	190	7	1	1	NUM
ap-10161	190	8	+	+	SYM
ap-10161	190	9	1	1	NUM
ap-10161	190	10	β	β	NOUN
ap-10161	190	11	)	)	PUNCT
ap-10161	190	12	(	(	PUNCT
ap-10161	190	13	1	1	NUM
ap-10161	190	14	+	+	NUM
ap-10161	190	15	λ	λ	PROPN
ap-10161	190	16	2	2	NUM
ap-10161	190	17	f	f	NOUN
ap-10161	190	18	′′	′′	PROPN
ap-10161	190	19	(	(	PUNCT
ap-10161	190	20	0	0	NUM
ap-10161	190	21	)	)	PUNCT
ap-10161	190	22	)	)	PUNCT
ap-10161	191	1	f	f	PROPN
ap-10161	192	1	′′	′′	PROPN
ap-10161	192	2	(	(	PUNCT
ap-10161	192	3	0	0	NUM
ap-10161	192	4	)	)	PUNCT
ap-10161	192	5	,	,	PUNCT
ap-10161	192	6	(	(	PUNCT
ap-10161	192	7	18	18	NUM
ap-10161	192	8	)	)	PUNCT
ap-10161	192	9	cfy	cfy	NOUN
ap-10161	192	10	=	=	PUNCT
ap-10161	192	11	(	(	PUNCT
ap-10161	192	12	1	1	NUM
ap-10161	192	13	+	+	SYM
ap-10161	192	14	1	1	NUM
ap-10161	192	15	β	β	NOUN
ap-10161	192	16	)	)	PUNCT
ap-10161	192	17	τw	τw	VERB
ap-10161	192	18	ρv	ρv	ADP
ap-10161	192	19	2	2	NUM
ap-10161	192	20	w	w	NOUN
ap-10161	192	21	=	=	PUNCT
ap-10161	192	22	µ	µ	X
ap-10161	192	23	ρv	ρv	ADP
ap-10161	192	24	2	2	NUM
ap-10161	192	25	w	w	NOUN
ap-10161	192	26	(	(	PUNCT
ap-10161	192	27	1	1	NUM
ap-10161	192	28	+	+	SYM
ap-10161	192	29	1	1	NUM
ap-10161	192	30	β	β	NOUN
ap-10161	192	31	)	)	PUNCT
ap-10161	192	32	(	(	PUNCT
ap-10161	192	33	∂v	∂v	PROPN
ap-10161	192	34	∂z	∂z	PROPN
ap-10161	192	35	+	+	CCONJ
ap-10161	192	36	γ√	γ√	PROPN
ap-10161	192	37	2	2	NUM
ap-10161	192	38	(	(	PUNCT
ap-10161	192	39	∂v	∂v	PROPN
ap-10161	192	40	∂z	∂z	PROPN
ap-10161	192	41	)	)	PUNCT
ap-10161	192	42	2	2	X
ap-10161	192	43	)	)	PUNCT
ap-10161	192	44	z=0	z=0	PROPN
ap-10161	192	45	⇒	⇒	NOUN
ap-10161	192	46	(	(	PUNCT
ap-10161	192	47	√	√	NUM
ap-10161	192	48	rey	rey	PROPN
ap-10161	192	49	)	)	PUNCT
ap-10161	192	50	cfy	cfy	NOUN
ap-10161	192	51	=	=	PUNCT
ap-10161	192	52	(	(	PUNCT
ap-10161	192	53	1	1	NUM
ap-10161	192	54	+	+	SYM
ap-10161	192	55	1	1	NUM
ap-10161	192	56	β	β	NOUN
ap-10161	192	57	)	)	PUNCT
ap-10161	192	58	(	(	PUNCT
ap-10161	192	59	1	1	NUM
ap-10161	192	60	+	+	NUM
ap-10161	192	61	λ	λ	PROPN
ap-10161	192	62	2	2	NUM
ap-10161	192	63	g′′	g′′	NOUN
ap-10161	192	64	(	(	PUNCT
ap-10161	192	65	0	0	NUM
ap-10161	192	66	)	)	PUNCT
ap-10161	192	67	)	)	PUNCT
ap-10161	192	68	g′′	g′′	PROPN
ap-10161	192	69	(	(	PUNCT
ap-10161	192	70	0	0	NUM
ap-10161	192	71	)	)	PUNCT
ap-10161	192	72	,	,	PUNCT
ap-10161	192	73	(	(	PUNCT
ap-10161	192	74	19	19	NUM
ap-10161	192	75	)	)	PUNCT
ap-10161	192	76	nu	nu	NOUN
ap-10161	193	1	=	=	PUNCT
ap-10161	194	1	xqw	xqw	PROPN
ap-10161	195	1	κf	κf	INTJ
ap-10161	195	2	(	(	PUNCT
ap-10161	195	3	tw	tw	NOUN
ap-10161	195	4	−	−	PROPN
ap-10161	195	5	t∞	t∞	NUM
ap-10161	195	6	)	)	PUNCT
ap-10161	195	7	=	=	SYM
ap-10161	196	1	−	−	NOUN
ap-10161	196	2	x	x	INTJ
ap-10161	196	3	(	(	PUNCT
ap-10161	196	4	∂t	∂t	PROPN
ap-10161	196	5	∂z	∂z	PROPN
ap-10161	196	6	)	)	PUNCT
ap-10161	197	1	z=0	z=0	PROPN
ap-10161	197	2	κf	κf	INTJ
ap-10161	197	3	(	(	PUNCT
ap-10161	197	4	tw	tw	NOUN
ap-10161	197	5	−	−	PROPN
ap-10161	197	6	t∞	t∞	PROPN
ap-10161	197	7	)	)	PUNCT
ap-10161	197	8	⇒	⇒	NOUN
ap-10161	197	9	nu	nu	NOUN
ap-10161	197	10	=	=	SYM
ap-10161	197	11	−	−	PROPN
ap-10161	197	12	(	(	PUNCT
ap-10161	197	13	√	√	PROPN
ap-10161	197	14	rex	rex	PROPN
ap-10161	197	15	)	)	PUNCT
ap-10161	197	16	θ′	θ′	NOUN
ap-10161	197	17	(	(	PUNCT
ap-10161	197	18	0	0	NUM
ap-10161	197	19	)	)	PUNCT
ap-10161	197	20	,	,	PUNCT
ap-10161	197	21	(	(	PUNCT
ap-10161	197	22	20	20	NUM
ap-10161	197	23	)	)	PUNCT
ap-10161	198	1	sh	sh	NOUN
ap-10161	199	1	=	=	PUNCT
ap-10161	199	2	xqm	xqm	NOUN
ap-10161	199	3	db	db	PROPN
ap-10161	199	4	(	(	PUNCT
ap-10161	199	5	cw	cw	NOUN
ap-10161	199	6	−	−	PROPN
ap-10161	199	7	c∞	c∞	PROPN
ap-10161	199	8	)	)	PUNCT
ap-10161	199	9	=	=	SYM
ap-10161	200	1	−	−	NOUN
ap-10161	200	2	x	x	INTJ
ap-10161	200	3	(	(	PUNCT
ap-10161	200	4	∂c	∂c	PROPN
ap-10161	200	5	∂z	∂z	PROPN
ap-10161	200	6	)	)	PUNCT
ap-10161	201	1	z=0	z=0	PROPN
ap-10161	201	2	db	db	AUX
ap-10161	201	3	(	(	PUNCT
ap-10161	201	4	cw	cw	NOUN
ap-10161	201	5	−	−	PROPN
ap-10161	201	6	c∞	c∞	PROPN
ap-10161	201	7	)	)	PUNCT
ap-10161	201	8	⇒	⇒	NOUN
ap-10161	201	9	sh	sh	PROPN
ap-10161	202	1	=	=	SYM
ap-10161	202	2	−	−	PROPN
ap-10161	202	3	(	(	PUNCT
ap-10161	202	4	√	√	PROPN
ap-10161	202	5	rex	rex	PROPN
ap-10161	202	6	)	)	PUNCT
ap-10161	202	7	ϕ′	ϕ′	PROPN
ap-10161	203	1	(	(	PUNCT
ap-10161	203	2	0	0	NUM
ap-10161	203	3	)	)	PUNCT
ap-10161	203	4	,	,	PUNCT
ap-10161	203	5	(	(	PUNCT
ap-10161	203	6	21	21	NUM
ap-10161	203	7	)	)	PUNCT
ap-10161	203	8	nh	nh	NOUN
ap-10161	204	1	=	=	SYM
ap-10161	204	2	xdw	xdw	PROPN
ap-10161	204	3	dn	dn	PROPN
ap-10161	204	4	(	(	PUNCT
ap-10161	204	5	χw	χw	ADP
ap-10161	204	6	−	−	PROPN
ap-10161	204	7	χ∞	χ∞	NOUN
ap-10161	204	8	)	)	PUNCT
ap-10161	204	9	=	=	SYM
ap-10161	205	1	−κ	−κ	NOUN
ap-10161	205	2	(	(	PUNCT
ap-10161	205	3	∂χ	∂χ	PROPN
ap-10161	205	4	∂z	∂z	PROPN
ap-10161	205	5	)	)	PUNCT
ap-10161	205	6	z=0	z=0	PROPN
ap-10161	205	7	⇒	⇒	VERB
ap-10161	205	8	nh	nh	PROPN
ap-10161	206	1	=	=	SYM
ap-10161	207	1	−	−	PROPN
ap-10161	208	1	(	(	PUNCT
ap-10161	208	2	√	√	PROPN
ap-10161	208	3	rex	rex	PROPN
ap-10161	208	4	)	)	PUNCT
ap-10161	209	1	n	n	PROPN
ap-10161	210	1	′	′	NUM
ap-10161	210	2	(	(	PUNCT
ap-10161	210	3	0	0	NUM
ap-10161	210	4	)	)	PUNCT
ap-10161	210	5	.	.	PUNCT
ap-10161	211	1	(	(	PUNCT
ap-10161	211	2	22	22	NUM
ap-10161	211	3	)	)	PUNCT
ap-10161	211	4	3	3	NUM
ap-10161	211	5	.	.	PUNCT
ap-10161	211	6	methods	method	NOUN
ap-10161	211	7	the	the	DET
ap-10161	211	8	nonlinear	nonlinear	ADJ
ap-10161	211	9	system	system	NOUN
ap-10161	211	10	(	(	PUNCT
ap-10161	211	11	11)–(15	11)–(15	NUM
ap-10161	211	12	)	)	PUNCT
ap-10161	211	13	with	with	ADP
ap-10161	211	14	boundary	boundary	ADJ
ap-10161	211	15	conditions	condition	NOUN
ap-10161	211	16	(	(	PUNCT
ap-10161	211	17	16	16	NUM
ap-10161	211	18	)	)	PUNCT
ap-10161	211	19	was	be	AUX
ap-10161	211	20	solved	solve	VERB
ap-10161	211	21	numerically	numerically	ADV
ap-10161	211	22	using	use	VERB
ap-10161	211	23	matlab	matlab	PROPN
ap-10161	211	24	’s	’s	PART
ap-10161	211	25	bvp4c	bvp4c	PROPN
ap-10161	211	26	solver	solver	PRON
ap-10161	211	27	,	,	PUNCT
ap-10161	211	28	implementing	implement	VERB
ap-10161	211	29	a	a	DET
ap-10161	211	30	shooting	shooting	NOUN
ap-10161	211	31	technique	technique	NOUN
ap-10161	211	32	that	that	PRON
ap-10161	211	33	effectively	effectively	ADV
ap-10161	211	34	handles	handle	VERB
ap-10161	211	35	the	the	DET
ap-10161	211	36	system	system	NOUN
ap-10161	211	37	’s	’s	PART
ap-10161	211	38	high	high	ADJ
ap-10161	211	39	nonlinearity	nonlinearity	NOUN
ap-10161	211	40	for	for	ADP
ap-10161	211	41	accurate	accurate	ADJ
ap-10161	211	42	approximations	approximation	NOUN
ap-10161	211	43	.	.	PUNCT
ap-10161	212	1	step	step	NOUN
ap-10161	212	2	1	1	NUM
ap-10161	212	3	:	:	PUNCT
ap-10161	212	4	variable	variable	ADJ
ap-10161	212	5	transformation	transformation	NOUN
ap-10161	212	6	the	the	DET
ap-10161	212	7	higherorder	higherorder	NOUN
ap-10161	212	8	system	system	NOUN
ap-10161	212	9	is	be	AUX
ap-10161	212	10	converted	convert	VERB
ap-10161	212	11	to	to	ADP
ap-10161	212	12	a	a	DET
ap-10161	212	13	first	first	ADJ
ap-10161	212	14	-	-	PUNCT
ap-10161	212	15	order	order	NOUN
ap-10161	212	16	form	form	NOUN
ap-10161	212	17	through	through	ADP
ap-10161	212	18	the	the	DET
ap-10161	212	19	following	follow	VERB
ap-10161	212	20	variable	variable	ADJ
ap-10161	212	21	substitutions	substitution	NOUN
ap-10161	212	22	:	:	PUNCT
ap-10161	212	23	y1	y1	NOUN
ap-10161	212	24	=	=	SYM
ap-10161	212	25	f	f	X
ap-10161	212	26	,	,	PUNCT
ap-10161	212	27	y2	y2	PROPN
ap-10161	212	28	=	=	SYM
ap-10161	212	29	f	f	PROPN
ap-10161	212	30	′	′	NOUN
ap-10161	212	31	,	,	PUNCT
ap-10161	212	32	y3	y3	NOUN
ap-10161	212	33	=	=	SYM
ap-10161	212	34	f	f	PROPN
ap-10161	212	35	′′	′′	PROPN
ap-10161	212	36	,	,	PUNCT
ap-10161	212	37	y4	y4	PROPN
ap-10161	212	38	=	=	SYM
ap-10161	212	39	g	g	PROPN
ap-10161	212	40	,	,	PUNCT
ap-10161	212	41	y5	y5	NOUN
ap-10161	212	42	=	=	SYM
ap-10161	212	43	g′	g′	NOUN
ap-10161	212	44	,	,	PUNCT
ap-10161	212	45	y6	y6	NOUN
ap-10161	212	46	=	=	SYM
ap-10161	212	47	g′′	g′′	PROPN
ap-10161	212	48	,	,	PUNCT
ap-10161	212	49	y7	y7	ADJ
ap-10161	212	50	=	=	SYM
ap-10161	212	51	θ	θ	PROPN
ap-10161	212	52	,	,	PUNCT
ap-10161	212	53	y8	y8	PROPN
ap-10161	212	54	=	=	SYM
ap-10161	212	55	θ′	θ′	NOUN
ap-10161	212	56	,	,	PUNCT
ap-10161	212	57	y9	y9	NOUN
ap-10161	212	58	=	=	SYM
ap-10161	212	59	ϕ	ϕ	PROPN
ap-10161	212	60	,	,	PUNCT
ap-10161	212	61	y10	y10	NOUN
ap-10161	212	62	=	=	SYM
ap-10161	212	63	ϕ′	ϕ′	PROPN
ap-10161	212	64	,	,	PUNCT
ap-10161	212	65	y11	y11	NOUN
ap-10161	212	66	=	=	NOUN
ap-10161	212	67	n.	n.	NOUN
ap-10161	212	68			PROPN
ap-10161	212	69	(	(	PUNCT
ap-10161	212	70	23	23	NUM
ap-10161	212	71	)	)	PUNCT
ap-10161	212	72	step	step	NOUN
ap-10161	212	73	2	2	NUM
ap-10161	212	74	:	:	PUNCT
ap-10161	212	75	reduce	reduce	VERB
ap-10161	212	76	the	the	DET
ap-10161	212	77	system	system	NOUN
ap-10161	212	78	of	of	ADP
ap-10161	212	79	higher	high	ADJ
ap-10161	212	80	order	order	NOUN
ap-10161	212	81	nonlinear	nonlinear	ADJ
ap-10161	212	82	odes	ode	NOUN
ap-10161	212	83	in	in	ADP
ap-10161	212	84	equations	equation	NOUN
ap-10161	212	85	(	(	PUNCT
ap-10161	212	86	11)–(15	11)–(15	NUM
ap-10161	212	87	)	)	PUNCT
ap-10161	212	88	to	to	ADP
ap-10161	212	89	a	a	DET
ap-10161	212	90	system	system	NOUN
ap-10161	212	91	of	of	ADP
ap-10161	212	92	first	first	ADJ
ap-10161	212	93	order	order	NOUN
ap-10161	212	94	non	non	ADJ
ap-10161	212	95	-	-	ADJ
ap-10161	212	96	linear	linear	ADJ
ap-10161	212	97	odes	ode	NOUN
ap-10161	212	98	using	use	VERB
ap-10161	212	99	the	the	DET
ap-10161	212	100	new	new	ADJ
ap-10161	212	101	variables	variable	NOUN
ap-10161	212	102	in	in	ADP
ap-10161	212	103	equation	equation	NOUN
ap-10161	212	104	(	(	PUNCT
ap-10161	212	105	23	23	NUM
ap-10161	212	106	):	):	PUNCT
ap-10161	212	107	f	f	PROPN
ap-10161	212	108	′′′	′′′	PROPN
ap-10161	213	1	=	=	NOUN
ap-10161	214	1	−	−	PROPN
ap-10161	215	1	(	(	PUNCT
ap-10161	215	2	y2	y2	PROPN
ap-10161	215	3	+	+	CCONJ
ap-10161	215	4	y4	y4	ADJ
ap-10161	215	5	)	)	PUNCT
ap-10161	215	6	y3	y3	NOUN
ap-10161	215	7	+	+	CCONJ
ap-10161	215	8	2	2	NUM
ap-10161	215	9	(	(	PUNCT
ap-10161	215	10	y2	y2	NOUN
ap-10161	215	11	+	+	CCONJ
ap-10161	215	12	y5	y5	NOUN
ap-10161	215	13	)	)	PUNCT
ap-10161	215	14	y2	y2	NOUN
ap-10161	215	15	−2	−2	NOUN
ap-10161	215	16	(	(	PUNCT
ap-10161	215	17	gry7	gry7	PROPN
ap-10161	215	18	+	+	CCONJ
ap-10161	215	19	gcy9	gcy9	ADJ
ap-10161	215	20	)	)	PUNCT
ap-10161	216	1	+	+	CCONJ
ap-10161	216	2	my2	my2	NOUN
ap-10161	216	3	(	(	PUNCT
ap-10161	216	4	1	1	NUM
ap-10161	216	5	+	+	SYM
ap-10161	216	6	1	1	NUM
ap-10161	216	7	β	β	NOUN
ap-10161	216	8	)	)	PUNCT
ap-10161	217	1	+	+	CCONJ
ap-10161	217	2	λy3	λy3	NOUN
ap-10161	217	3	,	,	PUNCT
ap-10161	217	4	(	(	PUNCT
ap-10161	217	5	24	24	NUM
ap-10161	217	6	)	)	PUNCT
ap-10161	217	7	g′′′	g′′′	NOUN
ap-10161	217	8	=	=	PUNCT
ap-10161	217	9	−	−	PROPN
ap-10161	217	10	(	(	PUNCT
ap-10161	217	11	y1	y1	INTJ
ap-10161	217	12	+	+	CCONJ
ap-10161	217	13	y4	y4	ADJ
ap-10161	217	14	)	)	PUNCT
ap-10161	217	15	y6	y6	PROPN
ap-10161	218	1	+	+	CCONJ
ap-10161	218	2	2	2	NUM
ap-10161	218	3	(	(	PUNCT
ap-10161	218	4	y2	y2	PROPN
ap-10161	218	5	+	+	CCONJ
ap-10161	218	6	y4	y4	ADJ
ap-10161	218	7	)	)	PUNCT
ap-10161	218	8	y5	y5	NOUN
ap-10161	218	9	−2	−2	NOUN
ap-10161	218	10	(	(	PUNCT
ap-10161	218	11	gry7	gry7	PROPN
ap-10161	218	12	+	+	CCONJ
ap-10161	218	13	gcy9	gcy9	ADJ
ap-10161	218	14	)	)	PUNCT
ap-10161	219	1	+	+	CCONJ
ap-10161	219	2	my5	my5	PROPN
ap-10161	219	3	(	(	PUNCT
ap-10161	219	4	1	1	NUM
ap-10161	219	5	+	+	SYM
ap-10161	219	6	1	1	NUM
ap-10161	219	7	β	β	NOUN
ap-10161	219	8	)	)	PUNCT
ap-10161	220	1	+	+	CCONJ
ap-10161	220	2	λy6	λy6	NOUN
ap-10161	220	3	,	,	PUNCT
ap-10161	220	4	(	(	PUNCT
ap-10161	220	5	25	25	NUM
ap-10161	220	6	)	)	PUNCT
ap-10161	220	7	θ′′	θ′′	NOUN
ap-10161	220	8	=	=	SYM
ap-10161	220	9	−	−	PROPN
ap-10161	221	1	pr(y2	pr(y2	NOUN
ap-10161	221	2	+	+	CCONJ
ap-10161	221	3	y4)y8	y4)y8	PROPN
ap-10161	221	4	−	−	PROPN
ap-10161	221	5	prnby8y10	prnby8y10	NOUN
ap-10161	221	6	−	−	PROPN
ap-10161	221	7	prnty8	prnty8	NOUN
ap-10161	221	8	2	2	NUM
ap-10161	221	9	−	−	NOUN
ap-10161	221	10	prduϕ′′	prduϕ′′	NOUN
ap-10161	221	11	,	,	PUNCT
ap-10161	221	12	(	(	PUNCT
ap-10161	221	13	26	26	NUM
ap-10161	221	14	)	)	PUNCT
ap-10161	221	15	ϕ′′	ϕ′′	NOUN
ap-10161	222	1	=	=	PUNCT
ap-10161	223	1	−nblepr(y1	−nblepr(y1	ADJ
ap-10161	223	2	+	+	NOUN
ap-10161	223	3	y4)y10	y4)y10	ADJ
ap-10161	223	4	−	−	NOUN
ap-10161	223	5	(	(	PUNCT
ap-10161	223	6	nt	not	PART
ap-10161	223	7	+	+	NUM
ap-10161	223	8	nbsr	nbsr	NOUN
ap-10161	223	9	)	)	PUNCT
ap-10161	223	10	θ′′	θ′′	PROPN
ap-10161	223	11	nb	nb	INTJ
ap-10161	223	12	,	,	PUNCT
ap-10161	223	13	(	(	PUNCT
ap-10161	223	14	27	27	NUM
ap-10161	223	15	)	)	PUNCT
ap-10161	224	1	n	n	PRON
ap-10161	225	1	′′	′′	PROPN
ap-10161	225	2	=	=	PUNCT
ap-10161	225	3	−	−	PROPN
ap-10161	225	4	lby1y12	lby1y12	NOUN
ap-10161	225	5	−	−	PROPN
ap-10161	225	6	lby4y12	lby4y12	PROPN
ap-10161	225	7	+	+	CCONJ
ap-10161	225	8	pey10y12	pey10y12	NOUN
ap-10161	225	9	+	+	CCONJ
ap-10161	225	10	pey11ϕ′′	pey11ϕ′′	NOUN
ap-10161	225	11	+	+	CCONJ
ap-10161	225	12	peωϕ′′.	peωϕ′′.	PROPN
ap-10161	225	13	(	(	PUNCT
ap-10161	225	14	28	28	NUM
ap-10161	225	15	)	)	PUNCT
ap-10161	225	16	step	step	NOUN
ap-10161	225	17	3	3	NUM
ap-10161	225	18	:	:	PUNCT
ap-10161	225	19	boundary	boundary	ADJ
ap-10161	225	20	condition	condition	NOUN
ap-10161	225	21	transformation	transformation	NOUN
ap-10161	225	22	the	the	DET
ap-10161	225	23	system	system	NOUN
ap-10161	225	24	’s	’s	PART
ap-10161	225	25	boundary	boundary	ADJ
ap-10161	225	26	conditions	condition	NOUN
ap-10161	225	27	from	from	ADP
ap-10161	225	28	equation	equation	NOUN
ap-10161	225	29	(	(	PUNCT
ap-10161	225	30	16	16	NUM
ap-10161	225	31	)	)	PUNCT
ap-10161	225	32	are	be	AUX
ap-10161	225	33	reformulated	reformulate	VERB
ap-10161	225	34	using	use	VERB
ap-10161	225	35	the	the	DET
ap-10161	225	36	transformed	transform	VERB
ap-10161	225	37	variables	variable	NOUN
ap-10161	225	38	defined	define	VERB
ap-10161	225	39	in	in	ADP
ap-10161	225	40	equation	equation	NOUN
ap-10161	225	41	(	(	PUNCT
ap-10161	225	42	23	23	NUM
ap-10161	225	43	):	):	PUNCT
ap-10161	225	44	y1	y1	NOUN
ap-10161	225	45	(	(	PUNCT
ap-10161	225	46	0	0	NUM
ap-10161	225	47	)	)	PUNCT
ap-10161	225	48	=	=	SYM
ap-10161	225	49	0	0	NUM
ap-10161	225	50	,	,	PUNCT
ap-10161	225	51	y4	y4	ADJ
ap-10161	225	52	(	(	PUNCT
ap-10161	225	53	0	0	NUM
ap-10161	225	54	)	)	PUNCT
ap-10161	225	55	=	=	SYM
ap-10161	225	56	0	0	NUM
ap-10161	225	57	,	,	PUNCT
ap-10161	225	58	y2	y2	INTJ
ap-10161	225	59	(	(	PUNCT
ap-10161	225	60	0	0	NUM
ap-10161	225	61	)	)	PUNCT
ap-10161	225	62	=	=	SYM
ap-10161	225	63	1	1	NUM
ap-10161	225	64	,	,	PUNCT
ap-10161	225	65	y4	y4	ADJ
ap-10161	225	66	(	(	PUNCT
ap-10161	225	67	0	0	NUM
ap-10161	225	68	)	)	PUNCT
ap-10161	225	69	=	=	SYM
ap-10161	225	70	δ	δ	PROPN
ap-10161	225	71	,	,	PUNCT
ap-10161	225	72	y8	y8	PROPN
ap-10161	225	73	(	(	PUNCT
ap-10161	225	74	0	0	NUM
ap-10161	225	75	)	)	PUNCT
ap-10161	225	76	=	=	VERB
ap-10161	226	1	−a{1	−a{1	NOUN
ap-10161	226	2	−	−	PROPN
ap-10161	226	3	y7	y7	PROPN
ap-10161	226	4	(	(	PUNCT
ap-10161	226	5	0	0	NUM
ap-10161	226	6	)	)	PUNCT
ap-10161	226	7	}	}	PUNCT
ap-10161	226	8	,	,	PUNCT
ap-10161	226	9	y10	y10	NOUN
ap-10161	226	10	(	(	PUNCT
ap-10161	226	11	0	0	NUM
ap-10161	226	12	)	)	PUNCT
ap-10161	226	13	=	=	NOUN
ap-10161	227	1	−b{1	−b{1	NOUN
ap-10161	227	2	−	−	PROPN
ap-10161	227	3	y9	y9	PROPN
ap-10161	227	4	(	(	PUNCT
ap-10161	227	5	0	0	NUM
ap-10161	227	6	)	)	PUNCT
ap-10161	227	7	}	}	PUNCT
ap-10161	227	8	,	,	PUNCT
ap-10161	227	9	y11	y11	NOUN
ap-10161	227	10	(	(	PUNCT
ap-10161	227	11	0	0	NUM
ap-10161	227	12	)	)	PUNCT
ap-10161	227	13	=	=	SYM
ap-10161	227	14	1	1	NUM
ap-10161	227	15	,	,	PUNCT
ap-10161	227	16	y2	y2	INTJ
ap-10161	227	17	(	(	PUNCT
ap-10161	227	18	∞	∞	NOUN
ap-10161	227	19	)	)	PUNCT
ap-10161	227	20	→	→	SYM
ap-10161	227	21	0	0	NUM
ap-10161	227	22	,	,	PUNCT
ap-10161	227	23	y5	y5	NOUN
ap-10161	227	24	(	(	PUNCT
ap-10161	227	25	∞	∞	NOUN
ap-10161	227	26	)	)	PUNCT
ap-10161	227	27	→	→	SYM
ap-10161	227	28	0	0	NUM
ap-10161	227	29	,	,	PUNCT
ap-10161	227	30	y7	y7	PRON
ap-10161	227	31	(	(	PUNCT
ap-10161	227	32	∞	∞	NOUN
ap-10161	227	33	)	)	PUNCT
ap-10161	227	34	→	→	SYM
ap-10161	227	35	0	0	NUM
ap-10161	227	36	,	,	PUNCT
ap-10161	227	37	y9	y9	NOUN
ap-10161	227	38	(	(	PUNCT
ap-10161	227	39	∞	∞	PROPN
ap-10161	227	40	)	)	PUNCT
ap-10161	227	41	→	→	SYM
ap-10161	227	42	0	0	NUM
ap-10161	227	43	,	,	PUNCT
ap-10161	227	44	y11	y11	NOUN
ap-10161	227	45	(	(	PUNCT
ap-10161	227	46	∞	∞	NOUN
ap-10161	227	47	)	)	PUNCT
ap-10161	227	48	→	→	SYM
ap-10161	227	49	0	0	NUM
ap-10161	227	50	,	,	PUNCT
ap-10161	227	51			NOUN
ap-10161	227	52	(	(	PUNCT
ap-10161	227	53	29	29	NUM
ap-10161	227	54	)	)	PUNCT
ap-10161	227	55	where	where	SCONJ
ap-10161	227	56	,	,	PUNCT
ap-10161	227	57	the	the	DET
ap-10161	227	58	subscript	subscript	NOUN
ap-10161	227	59	notation	notation	NOUN
ap-10161	227	60	indicates	indicate	VERB
ap-10161	227	61	these	these	DET
ap-10161	227	62	evaluation	evaluation	NOUN
ap-10161	227	63	points	point	NOUN
ap-10161	227	64	:	:	PUNCT
ap-10161	228	1	•	•	NUM
ap-10161	228	2	η	η	X
ap-10161	228	3	=	=	SYM
ap-10161	228	4	0	0	NUM
ap-10161	228	5	corresponds	correspond	VERB
ap-10161	228	6	to	to	ADP
ap-10161	228	7	the	the	DET
ap-10161	228	8	sheet	sheet	NOUN
ap-10161	228	9	surface	surface	NOUN
ap-10161	228	10	,	,	PUNCT
ap-10161	228	11	•	•	NUM
ap-10161	228	12	η	η	X
ap-10161	228	13	=	=	SYM
ap-10161	228	14	10	10	NUM
ap-10161	228	15	represents	represent	VERB
ap-10161	228	16	the	the	DET
ap-10161	228	17	far	far	ADJ
ap-10161	228	18	-	-	PUNCT
ap-10161	228	19	field	field	NOUN
ap-10161	228	20	boundary	boundary	NOUN
ap-10161	228	21	.	.	PUNCT
ap-10161	229	1	step	step	NOUN
ap-10161	229	2	4	4	NUM
ap-10161	229	3	:	:	PUNCT
ap-10161	229	4	in	in	ADP
ap-10161	229	5	conjunction	conjunction	NOUN
ap-10161	229	6	with	with	ADP
ap-10161	229	7	the	the	DET
ap-10161	229	8	boundary	boundary	ADJ
ap-10161	229	9	conditions	condition	NOUN
ap-10161	229	10	specified	specify	VERB
ap-10161	229	11	in	in	ADP
ap-10161	229	12	equation	equation	NOUN
ap-10161	229	13	(	(	PUNCT
ap-10161	229	14	29	29	NUM
ap-10161	229	15	)	)	PUNCT
ap-10161	229	16	,	,	PUNCT
ap-10161	229	17	the	the	DET
ap-10161	229	18	fourth	fourth	ADJ
ap-10161	229	19	stage	stage	NOUN
ap-10161	229	20	involves	involve	VERB
ap-10161	229	21	using	use	VERB
ap-10161	229	22	the	the	DET
ap-10161	229	23	bvp4c	bvp4c	PROPN
ap-10161	229	24	solver	solver	NOUN
ap-10161	229	25	to	to	PART
ap-10161	229	26	formulate	formulate	VERB
ap-10161	229	27	the	the	DET
ap-10161	229	28	system	system	NOUN
ap-10161	229	29	of	of	ADP
ap-10161	229	30	first	first	ADJ
ap-10161	229	31	-	-	PUNCT
ap-10161	229	32	order	order	NOUN
ap-10161	229	33	non	non	ADJ
ap-10161	229	34	-	-	ADJ
ap-10161	229	35	linear	linear	ADJ
ap-10161	229	36	ordinary	ordinary	ADJ
ap-10161	229	37	differential	differential	ADJ
ap-10161	229	38	equations	equation	NOUN
ap-10161	229	39	delineated	delineate	VERB
ap-10161	229	40	by	by	ADP
ap-10161	229	41	equations	equation	NOUN
ap-10161	229	42	(	(	PUNCT
ap-10161	229	43	24)–(28	24)–(28	NUM
ap-10161	229	44	)	)	PUNCT
ap-10161	229	45	.	.	PUNCT
ap-10161	230	1	482	482	NUM
ap-10161	230	2	vol	vol	NOUN
ap-10161	230	3	.	.	PUNCT
ap-10161	231	1	65	65	NUM
ap-10161	231	2	no	no	NOUN
ap-10161	231	3	.	.	PUNCT
ap-10161	232	1	4/2025	4/2025	NUM
ap-10161	232	2	effects	effect	NOUN
ap-10161	232	3	of	of	ADP
ap-10161	232	4	coupled	couple	VERB
ap-10161	232	5	diffusion	diffusion	NOUN
ap-10161	232	6	and	and	CCONJ
ap-10161	232	7	buoyancy	buoyancy	NOUN
ap-10161	232	8	forces	force	NOUN
ap-10161	232	9	on	on	ADP
ap-10161	232	10	three	three	NUM
ap-10161	232	11	-	-	PUNCT
ap-10161	232	12	dimensional	dimensional	ADJ
ap-10161	232	13	.	.	PUNCT
ap-10161	232	14	.	.	PUNCT
ap-10161	232	15	.	.	PUNCT
ap-10161	233	1	c	c	NOUN
ap-10161	233	2	(	(	PUNCT
ap-10161	233	3	δ	δ	NOUN
ap-10161	233	4	)	)	PUNCT
ap-10161	233	5	pr	pr	NOUN
ap-10161	233	6	rate	rate	NOUN
ap-10161	233	7	of	of	ADP
ap-10161	233	8	heat	heat	NOUN
ap-10161	233	9	transfer	transfer	NOUN
ap-10161	233	10	coefficient	coefficient	NOUN
ap-10161	233	11	results	result	NOUN
ap-10161	233	12	of	of	ADP
ap-10161	233	13	current	current	ADJ
ap-10161	233	14	rate	rate	NOUN
ap-10161	233	15	of	of	ADP
ap-10161	233	16	heat	heat	NOUN
ap-10161	233	17	transfer	transfer	NOUN
ap-10161	233	18	vinita	vinita	PROPN
ap-10161	233	19	makkar	makkar	PROPN
ap-10161	233	20	and	and	CCONJ
ap-10161	233	21	,	,	PUNCT
ap-10161	233	22	prerna	prerna	PROPN
ap-10161	233	23	batra	batra	PROPN
ap-10161	234	1	[	[	X
ap-10161	234	2	50	50	NUM
ap-10161	234	3	]	]	PUNCT
ap-10161	234	4	coefficient	coefficient	NOUN
ap-10161	234	5	results	result	VERB
ap-10161	234	6	0.5	0.5	NUM
ap-10161	234	7	0.7	0.7	NUM
ap-10161	234	8	0.5350077	0.5350077	NUM
ap-10161	234	9	0.519281587589375	0.519281587589375	NUM
ap-10161	234	10	7.0	7.0	NUM
ap-10161	234	11	2.2614795	2.2614795	NUM
ap-10161	234	12	2.248287568969821	2.248287568969821	NUM
ap-10161	234	13	1.0	1.0	NUM
ap-10161	234	14	0.7	0.7	NUM
ap-10161	234	15	0.6106845	0.6106845	NUM
ap-10161	234	16	0.620856760578165	0.620856760578165	NUM
ap-10161	234	17	7.0	7.0	NUM
ap-10161	234	18	2.6114286	2.6114286	NUM
ap-10161	234	19	2.606758295687692	2.606758295687692	NUM
ap-10161	234	20	table	table	NOUN
ap-10161	234	21	1	1	NUM
ap-10161	234	22	.	.	PUNCT
ap-10161	234	23	results	result	NOUN
ap-10161	234	24	of	of	ADP
ap-10161	234	25	validation	validation	NOUN
ap-10161	234	26	of	of	ADP
ap-10161	234	27	current	current	ADJ
ap-10161	234	28	rate	rate	NOUN
ap-10161	234	29	of	of	ADP
ap-10161	234	30	heat	heat	NOUN
ap-10161	234	31	transfer	transfer	NOUN
ap-10161	234	32	coefficient	coefficient	NOUN
ap-10161	234	33	with	with	ADP
ap-10161	234	34	the	the	DET
ap-10161	234	35	results	result	NOUN
ap-10161	234	36	of	of	ADP
ap-10161	234	37	vinita	vinita	PROPN
ap-10161	234	38	makkar	makkar	PROPN
ap-10161	234	39	and	and	CCONJ
ap-10161	234	40	,	,	PUNCT
ap-10161	234	41	prerna	prerna	PROPN
ap-10161	234	42	batra	batra	PROPN
ap-10161	235	1	[	[	X
ap-10161	235	2	50	50	NUM
ap-10161	235	3	]	]	PUNCT
ap-10161	235	4	when	when	SCONJ
ap-10161	235	5	sr	sr	PROPN
ap-10161	235	6	=	=	SYM
ap-10161	235	7	du	du	PROPN
ap-10161	235	8	=	=	PUNCT
ap-10161	235	9	lb	lb	PROPN
ap-10161	235	10	=	=	PUNCT
ap-10161	235	11	pe	pe	PROPN
ap-10161	235	12	=	=	SYM
ap-10161	235	13	ω	ω	PROPN
ap-10161	235	14	=	=	PUNCT
ap-10161	235	15	λ	λ	X
ap-10161	235	16	=	=	SYM
ap-10161	235	17	0	0	PROPN
ap-10161	235	18	.	.	PUNCT
ap-10161	236	1	step	step	NOUN
ap-10161	236	2	5	5	NUM
ap-10161	236	3	:	:	PUNCT
ap-10161	236	4	execute	execute	VERB
ap-10161	236	5	the	the	DET
ap-10161	236	6	bvp4c	bvp4c	NOUN
ap-10161	236	7	solver	solver	VERB
ap-10161	236	8	sequentially	sequentially	ADV
ap-10161	236	9	with	with	ADP
ap-10161	236	10	two	two	NUM
ap-10161	236	11	separate	separate	ADJ
ap-10161	236	12	sets	set	NOUN
ap-10161	236	13	of	of	ADP
ap-10161	236	14	initial	initial	ADJ
ap-10161	236	15	estimates	estimate	NOUN
ap-10161	236	16	to	to	PART
ap-10161	236	17	get	get	VERB
ap-10161	236	18	the	the	DET
ap-10161	236	19	first	first	ADJ
ap-10161	236	20	and	and	CCONJ
ap-10161	236	21	second	second	ADJ
ap-10161	236	22	solutions	solution	NOUN
ap-10161	236	23	.	.	PUNCT
ap-10161	237	1	this	this	DET
ap-10161	237	2	assists	assist	NOUN
ap-10161	237	3	in	in	ADP
ap-10161	237	4	identifying	identify	VERB
ap-10161	237	5	primary	primary	ADJ
ap-10161	237	6	and	and	CCONJ
ap-10161	237	7	secondary	secondary	ADJ
ap-10161	237	8	responses	response	NOUN
ap-10161	237	9	.	.	PUNCT
ap-10161	238	1	the	the	DET
ap-10161	238	2	initial	initial	ADJ
ap-10161	238	3	estimates	estimate	NOUN
ap-10161	238	4	will	will	AUX
ap-10161	238	5	be	be	AUX
ap-10161	238	6	deemed	deem	VERB
ap-10161	238	7	acceptable	acceptable	ADJ
ap-10161	238	8	if	if	SCONJ
ap-10161	238	9	the	the	DET
ap-10161	238	10	computed	computed	ADJ
ap-10161	238	11	temperature	temperature	NOUN
ap-10161	238	12	and	and	CCONJ
ap-10161	238	13	velocity	velocity	NOUN
ap-10161	238	14	profiles	profile	NOUN
ap-10161	238	15	conform	conform	VERB
ap-10161	238	16	to	to	ADP
ap-10161	238	17	equation	equation	NOUN
ap-10161	238	18	(	(	PUNCT
ap-10161	238	19	16	16	NUM
ap-10161	238	20	)	)	PUNCT
ap-10161	238	21	;	;	PUNCT
ap-10161	238	22	if	if	SCONJ
ap-10161	238	23	not	not	PART
ap-10161	238	24	,	,	PUNCT
ap-10161	238	25	this	this	DET
ap-10161	238	26	procedure	procedure	NOUN
ap-10161	238	27	will	will	AUX
ap-10161	238	28	be	be	AUX
ap-10161	238	29	repeated	repeat	VERB
ap-10161	238	30	with	with	ADP
ap-10161	238	31	a	a	DET
ap-10161	238	32	new	new	ADJ
ap-10161	238	33	set	set	NOUN
ap-10161	238	34	of	of	ADP
ap-10161	238	35	initial	initial	ADJ
ap-10161	238	36	assumptions	assumption	NOUN
ap-10161	238	37	until	until	SCONJ
ap-10161	238	38	the	the	DET
ap-10161	238	39	desired	desire	VERB
ap-10161	238	40	outcomes	outcome	NOUN
ap-10161	238	41	are	be	AUX
ap-10161	238	42	achieved	achieve	VERB
ap-10161	238	43	.	.	PUNCT
ap-10161	239	1	typically	typically	ADV
ap-10161	239	2	,	,	PUNCT
ap-10161	239	3	several	several	ADJ
ap-10161	239	4	attempts	attempt	NOUN
ap-10161	239	5	are	be	AUX
ap-10161	239	6	required	require	VERB
ap-10161	239	7	to	to	PART
ap-10161	239	8	get	get	VERB
ap-10161	239	9	a	a	DET
ap-10161	239	10	satisfactory	satisfactory	ADJ
ap-10161	239	11	compilation	compilation	NOUN
ap-10161	239	12	of	of	ADP
ap-10161	239	13	first	first	ADJ
ap-10161	239	14	observations	observation	NOUN
ap-10161	239	15	.	.	PUNCT
ap-10161	240	1	4	4	X
ap-10161	240	2	.	.	X
ap-10161	240	3	program	program	NOUN
ap-10161	240	4	code	code	NOUN
ap-10161	240	5	validation	validation	NOUN
ap-10161	240	6	in	in	ADP
ap-10161	240	7	absence	absence	NOUN
ap-10161	240	8	of	of	ADP
ap-10161	240	9	thermal	thermal	ADJ
ap-10161	240	10	diffusion	diffusion	NOUN
ap-10161	240	11	(	(	PUNCT
ap-10161	240	12	soret	soret	PROPN
ap-10161	240	13	)	)	PUNCT
ap-10161	240	14	,	,	PUNCT
ap-10161	240	15	diffusion	diffusion	NOUN
ap-10161	240	16	thermo	thermo	NOUN
ap-10161	240	17	(	(	PUNCT
ap-10161	240	18	dufour	dufour	PROPN
ap-10161	240	19	)	)	PUNCT
ap-10161	240	20	,	,	PUNCT
ap-10161	240	21	bioconvection	bioconvection	PROPN
ap-10161	240	22	lewis	lewis	PROPN
ap-10161	240	23	number	number	NOUN
ap-10161	240	24	,	,	PUNCT
ap-10161	240	25	peclet	peclet	NOUN
ap-10161	240	26	number	number	NOUN
ap-10161	240	27	,	,	PUNCT
ap-10161	240	28	microorganism	microorganism	NOUN
ap-10161	240	29	difference	difference	NOUN
ap-10161	240	30	parameter	parameter	NOUN
ap-10161	240	31	,	,	PUNCT
ap-10161	240	32	and	and	CCONJ
ap-10161	240	33	williamson	williamson	PROPN
ap-10161	240	34	fluid	fluid	PROPN
ap-10161	240	35	parameter	parameter	NOUN
ap-10161	240	36	,	,	PUNCT
ap-10161	240	37	the	the	DET
ap-10161	240	38	authors	author	NOUN
ap-10161	240	39	have	have	AUX
ap-10161	240	40	compared	compare	VERB
ap-10161	240	41	present	present	ADJ
ap-10161	240	42	numerical	numerical	ADJ
ap-10161	240	43	results	result	NOUN
ap-10161	240	44	of	of	ADP
ap-10161	240	45	the	the	DET
ap-10161	240	46	heat	heat	NOUN
ap-10161	240	47	transfer	transfer	NOUN
ap-10161	240	48	rate	rate	NOUN
ap-10161	240	49	coefficient	coefficient	NOUN
ap-10161	240	50	with	with	ADP
ap-10161	240	51	the	the	DET
ap-10161	240	52	published	publish	VERB
ap-10161	240	53	results	result	NOUN
ap-10161	240	54	of	of	ADP
ap-10161	240	55	vinita	vinita	PROPN
ap-10161	240	56	makkar	makkar	PROPN
ap-10161	240	57	and	and	CCONJ
ap-10161	240	58	,	,	PUNCT
ap-10161	240	59	prerna	prerna	PROPN
ap-10161	240	60	batra	batra	PROPN
ap-10161	241	1	[	[	X
ap-10161	241	2	50	50	NUM
ap-10161	241	3	]	]	PUNCT
ap-10161	241	4	for	for	ADP
ap-10161	241	5	variations	variation	NOUN
ap-10161	241	6	of	of	ADP
ap-10161	241	7	c(δ	c(δ	PROPN
ap-10161	241	8	)	)	PUNCT
ap-10161	241	9	and	and	CCONJ
ap-10161	241	10	pr	pr	X
ap-10161	241	11	in	in	ADP
ap-10161	241	12	table	table	NOUN
ap-10161	241	13	1	1	NUM
ap-10161	241	14	.	.	PUNCT
ap-10161	242	1	it	it	PRON
ap-10161	242	2	shows	show	VERB
ap-10161	242	3	a	a	DET
ap-10161	242	4	good	good	ADJ
ap-10161	242	5	agreement	agreement	NOUN
ap-10161	242	6	between	between	ADP
ap-10161	242	7	the	the	DET
ap-10161	242	8	current	current	ADJ
ap-10161	242	9	findings	finding	NOUN
ap-10161	242	10	and	and	CCONJ
ap-10161	242	11	those	those	PRON
ap-10161	242	12	obtained	obtain	VERB
ap-10161	242	13	by	by	ADP
ap-10161	242	14	vinita	vinita	PROPN
ap-10161	242	15	makkar	makkar	PROPN
ap-10161	242	16	and	and	CCONJ
ap-10161	242	17	,	,	PUNCT
ap-10161	242	18	prerna	prerna	PROPN
ap-10161	242	19	batra	batra	PROPN
ap-10161	242	20	[	[	X
ap-10161	242	21	50	50	NUM
ap-10161	242	22	]	]	PUNCT
ap-10161	242	23	,	,	PUNCT
ap-10161	242	24	as	as	SCONJ
ap-10161	242	25	previously	previously	ADV
ap-10161	242	26	stated	state	VERB
ap-10161	242	27	.	.	PUNCT
ap-10161	243	1	here	here	ADV
ap-10161	243	2	c	c	X
ap-10161	243	3	–	–	PUNCT
ap-10161	243	4	stretching	stretch	VERB
ap-10161	243	5	sheet	sheet	NOUN
ap-10161	243	6	ratio	ratio	NOUN
ap-10161	243	7	parameter	parameter	NOUN
ap-10161	243	8	of	of	ADP
ap-10161	243	9	vinita	vinita	PROPN
ap-10161	243	10	makkar	makkar	PROPN
ap-10161	243	11	and	and	CCONJ
ap-10161	243	12	,	,	PUNCT
ap-10161	243	13	prerna	prerna	PROPN
ap-10161	243	14	batra	batra	PROPN
ap-10161	244	1	[	[	X
ap-10161	244	2	50	50	NUM
ap-10161	244	3	]	]	PUNCT
ap-10161	244	4	&	&	CCONJ
ap-10161	244	5	δ	δ	PROPN
ap-10161	244	6	–	–	PUNCT
ap-10161	244	7	stretching	stretch	VERB
ap-10161	244	8	sheet	sheet	NOUN
ap-10161	244	9	ratio	ratio	NOUN
ap-10161	244	10	parameter	parameter	NOUN
ap-10161	244	11	of	of	ADP
ap-10161	244	12	this	this	DET
ap-10161	244	13	study	study	NOUN
ap-10161	244	14	.	.	PUNCT
ap-10161	245	1	5	5	X
ap-10161	245	2	.	.	X
ap-10161	245	3	results	result	NOUN
ap-10161	245	4	and	and	CCONJ
ap-10161	245	5	discussion	discussion	VERB
ap-10161	245	6	the	the	DET
ap-10161	245	7	present	present	ADJ
ap-10161	245	8	investigation	investigation	NOUN
ap-10161	245	9	explores	explore	VERB
ap-10161	245	10	the	the	DET
ap-10161	245	11	complex	complex	ADJ
ap-10161	245	12	interplay	interplay	NOUN
ap-10161	245	13	of	of	ADP
ap-10161	245	14	multiple	multiple	ADJ
ap-10161	245	15	physical	physical	ADJ
ap-10161	245	16	phenomena	phenomenon	NOUN
ap-10161	245	17	in	in	ADP
ap-10161	245	18	a	a	DET
ap-10161	245	19	threedimensional	threedimensional	ADJ
ap-10161	245	20	mhd	mhd	PROPN
ap-10161	245	21	williamson	williamson	PROPN
ap-10161	245	22	-	-	PUNCT
ap-10161	245	23	casson	casson	PROPN
ap-10161	245	24	nanofluid	nanofluid	PROPN
ap-10161	245	25	flow	flow	NOUN
ap-10161	245	26	over	over	ADP
ap-10161	245	27	an	an	DET
ap-10161	245	28	exponentially	exponentially	ADV
ap-10161	245	29	stretching	stretch	VERB
ap-10161	245	30	sheet	sheet	NOUN
ap-10161	245	31	.	.	PUNCT
ap-10161	246	1	the	the	DET
ap-10161	246	2	coupled	couple	VERB
ap-10161	246	3	effects	effect	NOUN
ap-10161	246	4	of	of	ADP
ap-10161	246	5	thermal	thermal	ADJ
ap-10161	246	6	diffusion	diffusion	NOUN
ap-10161	246	7	(	(	PUNCT
ap-10161	246	8	soret	soret	PROPN
ap-10161	246	9	)	)	PUNCT
ap-10161	246	10	,	,	PUNCT
ap-10161	246	11	diffusion	diffusion	NOUN
ap-10161	246	12	thermo	thermo	NOUN
ap-10161	246	13	(	(	PUNCT
ap-10161	246	14	dufour	dufour	PROPN
ap-10161	246	15	)	)	PUNCT
ap-10161	246	16	,	,	PUNCT
ap-10161	246	17	buoyancy	buoyancy	NOUN
ap-10161	246	18	forces	force	NOUN
ap-10161	246	19	,	,	PUNCT
ap-10161	246	20	and	and	CCONJ
ap-10161	246	21	gyrotactic	gyrotactic	ADJ
ap-10161	246	22	microorganisms	microorganism	NOUN
ap-10161	246	23	are	be	AUX
ap-10161	246	24	analysed	analyse	VERB
ap-10161	246	25	through	through	ADP
ap-10161	246	26	numerical	numerical	ADJ
ap-10161	246	27	solutions	solution	NOUN
ap-10161	246	28	obtained	obtain	VERB
ap-10161	246	29	using	use	VERB
ap-10161	246	30	matlab	matlab	PROPN
ap-10161	246	31	’s	’s	PART
ap-10161	246	32	bvp4c	bvp4c	PROPN
ap-10161	246	33	solver	solver	NOUN
ap-10161	246	34	.	.	PUNCT
ap-10161	247	1	the	the	DET
ap-10161	247	2	key	key	ADJ
ap-10161	247	3	findings	finding	NOUN
ap-10161	247	4	are	be	AUX
ap-10161	247	5	systematically	systematically	ADV
ap-10161	247	6	presented	present	VERB
ap-10161	247	7	below	below	ADV
ap-10161	247	8	.	.	PUNCT
ap-10161	248	1	5.1	5.1	NUM
ap-10161	248	2	.	.	PUNCT
ap-10161	249	1	flow	flow	NOUN
ap-10161	249	2	characteristics	characteristic	NOUN
ap-10161	249	3	and	and	CCONJ
ap-10161	249	4	velocity	velocity	NOUN
ap-10161	249	5	profiles	profile	NOUN
ap-10161	249	6	magnetic	magnetic	ADJ
ap-10161	249	7	(	(	PUNCT
ap-10161	249	8	m	m	PROPN
ap-10161	249	9	):	):	PUNCT
ap-10161	249	10	figures	figure	NOUN
ap-10161	249	11	2–3	2–3	NUM
ap-10161	249	12	demonstrate	demonstrate	NOUN
ap-10161	249	13	that	that	SCONJ
ap-10161	249	14	increasing	increase	VERB
ap-10161	249	15	the	the	DET
ap-10161	249	16	magnetic	magnetic	ADJ
ap-10161	249	17	parameter	parameter	NOUN
ap-10161	249	18	(	(	PUNCT
ap-10161	249	19	m	m	NOUN
ap-10161	249	20	=	=	NOUN
ap-10161	249	21	0.1	0.1	NUM
ap-10161	249	22	to	to	PART
ap-10161	249	23	0.7	0.7	NUM
ap-10161	249	24	)	)	PUNCT
ap-10161	249	25	significantly	significantly	ADV
ap-10161	249	26	reduces	reduce	VERB
ap-10161	249	27	both	both	CCONJ
ap-10161	249	28	primary	primary	ADJ
ap-10161	249	29	(	(	PUNCT
ap-10161	249	30	f	f	PROPN
ap-10161	249	31	′(η	′(η	NOUN
ap-10161	249	32	)	)	PUNCT
ap-10161	249	33	)	)	PUNCT
ap-10161	249	34	and	and	CCONJ
ap-10161	249	35	secondary	secondary	ADJ
ap-10161	249	36	(	(	PUNCT
ap-10161	249	37	g′(η	g′(η	NOUN
ap-10161	249	38	)	)	PUNCT
ap-10161	249	39	)	)	PUNCT
ap-10161	249	40	velocity	velocity	NOUN
ap-10161	249	41	profiles	profile	NOUN
ap-10161	249	42	.	.	PUNCT
ap-10161	250	1	this	this	DET
ap-10161	250	2	retardation	retardation	NOUN
ap-10161	250	3	effect	effect	NOUN
ap-10161	250	4	stems	stem	VERB
ap-10161	250	5	from	from	ADP
ap-10161	250	6	the	the	DET
ap-10161	250	7	lorentz	lorentz	PROPN
ap-10161	250	8	force	force	NOUN
ap-10161	250	9	,	,	PUNCT
ap-10161	250	10	which	which	PRON
ap-10161	250	11	creates	create	VERB
ap-10161	250	12	a	a	DET
ap-10161	250	13	resistive	resistive	ADJ
ap-10161	250	14	drag	drag	NOUN
ap-10161	250	15	perpendicular	perpendicular	NOUN
ap-10161	250	16	to	to	ADP
ap-10161	250	17	both	both	CCONJ
ap-10161	250	18	the	the	DET
ap-10161	250	19	fluid	fluid	ADJ
ap-10161	250	20	motion	motion	NOUN
ap-10161	250	21	and	and	CCONJ
ap-10161	250	22	the	the	DET
ap-10161	250	23	applied	apply	VERB
ap-10161	250	24	magnetic	magnetic	ADJ
ap-10161	250	25	field	field	NOUN
ap-10161	250	26	.	.	PUNCT
ap-10161	251	1	figure	figure	NOUN
ap-10161	251	2	2	2	NUM
ap-10161	251	3	.	.	PUNCT
ap-10161	251	4	effect	effect	NOUN
ap-10161	251	5	of	of	ADP
ap-10161	251	6	m	m	PROPN
ap-10161	251	7	on	on	ADP
ap-10161	251	8	f	f	PROPN
ap-10161	251	9	′(η	′(η	PRON
ap-10161	251	10	)	)	PUNCT
ap-10161	251	11	.	.	PUNCT
ap-10161	252	1	figure	figure	VERB
ap-10161	252	2	3	3	NUM
ap-10161	252	3	.	.	PUNCT
ap-10161	252	4	effect	effect	NOUN
ap-10161	252	5	of	of	ADP
ap-10161	252	6	m	m	PROPN
ap-10161	252	7	on	on	ADP
ap-10161	252	8	g′(η	g′(η	PROPN
ap-10161	252	9	)	)	PUNCT
ap-10161	252	10	.	.	PUNCT
ap-10161	253	1	figure	figure	VERB
ap-10161	253	2	4	4	NUM
ap-10161	253	3	.	.	PUNCT
ap-10161	253	4	effect	effect	NOUN
ap-10161	253	5	of	of	ADP
ap-10161	253	6	β	β	PRON
ap-10161	253	7	on	on	ADP
ap-10161	253	8	f	f	PROPN
ap-10161	253	9	′(η	′(η	PRON
ap-10161	253	10	)	)	PUNCT
ap-10161	253	11	.	.	PUNCT
ap-10161	254	1	non	non	ADJ
ap-10161	254	2	-	-	ADJ
ap-10161	254	3	newtonian	newtonian	ADJ
ap-10161	254	4	fluid	fluid	ADJ
ap-10161	254	5	behaviour	behaviour	NOUN
ap-10161	254	6	:	:	PUNCT
ap-10161	254	7	the	the	DET
ap-10161	254	8	casson	casson	PROPN
ap-10161	254	9	parameter	parameter	NOUN
ap-10161	254	10	(	(	PUNCT
ap-10161	254	11	β	β	NOUN
ap-10161	254	12	)	)	PUNCT
ap-10161	254	13	exhibits	exhibit	VERB
ap-10161	254	14	a	a	DET
ap-10161	254	15	dual	dual	ADJ
ap-10161	254	16	role	role	NOUN
ap-10161	254	17	(	(	PUNCT
ap-10161	254	18	figures	figure	NOUN
ap-10161	254	19	4–5	4–5	NUM
ap-10161	254	20	)	)	PUNCT
ap-10161	254	21	.	.	PUNCT
ap-10161	255	1	while	while	SCONJ
ap-10161	255	2	higher	high	ADJ
ap-10161	255	3	β	β	NOUN
ap-10161	255	4	values	value	NOUN
ap-10161	255	5	(	(	PUNCT
ap-10161	255	6	0.2	0.2	NUM
ap-10161	255	7	to	to	PART
ap-10161	255	8	0.8	0.8	NUM
ap-10161	255	9	)	)	PUNCT
ap-10161	255	10	enhance	enhance	NOUN
ap-10161	255	11	yield	yield	NOUN
ap-10161	255	12	stress	stress	NOUN
ap-10161	255	13	,	,	PUNCT
ap-10161	255	14	they	they	PRON
ap-10161	255	15	simultaneously	simultaneously	ADV
ap-10161	255	16	stabilise	stabilise	VERB
ap-10161	255	17	the	the	DET
ap-10161	255	18	flow	flow	NOUN
ap-10161	255	19	by	by	ADP
ap-10161	255	20	reducing	reduce	VERB
ap-10161	255	21	deformation	deformation	NOUN
ap-10161	255	22	rates	rate	NOUN
ap-10161	255	23	.	.	PUNCT
ap-10161	256	1	483	483	NUM
ap-10161	256	2	b.	b.	PROPN
ap-10161	256	3	samudrala	samudrala	PROPN
ap-10161	256	4	,	,	PUNCT
ap-10161	256	5	k.	k.	PROPN
ap-10161	256	6	jayalakshmi	jayalakshmi	PROPN
ap-10161	256	7	,	,	PUNCT
ap-10161	256	8	m.	m.	NOUN
ap-10161	256	9	gundagani	gundagani	PROPN
ap-10161	256	10	acta	acta	PROPN
ap-10161	256	11	polytechnica	polytechnica	PROPN
ap-10161	256	12	figure	figure	NOUN
ap-10161	256	13	5	5	NUM
ap-10161	256	14	.	.	PUNCT
ap-10161	256	15	effect	effect	NOUN
ap-10161	256	16	of	of	ADP
ap-10161	256	17	β	β	PRON
ap-10161	256	18	on	on	ADP
ap-10161	256	19	g′(η	g′(η	PROPN
ap-10161	256	20	)	)	PUNCT
ap-10161	256	21	.	.	PUNCT
ap-10161	257	1	the	the	PRON
ap-10161	257	2	williamson	williamson	PROPN
ap-10161	257	3	parameter	parameter	NOUN
ap-10161	257	4	(	(	PUNCT
ap-10161	257	5	λ	λ	NOUN
ap-10161	257	6	)	)	PUNCT
ap-10161	257	7	shows	show	VERB
ap-10161	257	8	shear	shear	NOUN
ap-10161	257	9	-	-	PUNCT
ap-10161	257	10	thinning	thin	VERB
ap-10161	257	11	characteristics	characteristic	NOUN
ap-10161	257	12	(	(	PUNCT
ap-10161	257	13	figures	figure	NOUN
ap-10161	257	14	6–7	6–7	NUM
ap-10161	257	15	)	)	PUNCT
ap-10161	257	16	,	,	PUNCT
ap-10161	257	17	where	where	SCONJ
ap-10161	257	18	increasing	increase	VERB
ap-10161	257	19	λ	λ	X
ap-10161	257	20	(	(	PUNCT
ap-10161	257	21	0.1	0.1	NUM
ap-10161	257	22	to	to	PART
ap-10161	257	23	1.0	1.0	NUM
ap-10161	257	24	)	)	PUNCT
ap-10161	257	25	decreases	decrease	VERB
ap-10161	257	26	velocities	velocity	NOUN
ap-10161	257	27	due	due	ADJ
ap-10161	257	28	to	to	ADP
ap-10161	257	29	enhanced	enhance	VERB
ap-10161	257	30	apparent	apparent	ADJ
ap-10161	257	31	viscosity	viscosity	NOUN
ap-10161	257	32	at	at	ADP
ap-10161	257	33	higher	high	ADJ
ap-10161	257	34	shear	shear	NOUN
ap-10161	257	35	rates	rate	NOUN
ap-10161	257	36	.	.	PUNCT
ap-10161	258	1	buoyancy	buoyancy	NOUN
ap-10161	258	2	-	-	PUNCT
ap-10161	258	3	driven	drive	VERB
ap-10161	258	4	effects	effect	NOUN
ap-10161	258	5	:	:	PUNCT
ap-10161	258	6	thermal	thermal	ADJ
ap-10161	258	7	(	(	PUNCT
ap-10161	258	8	gr	gr	NOUN
ap-10161	258	9	)	)	PUNCT
ap-10161	258	10	and	and	CCONJ
ap-10161	258	11	solutal	solutal	ADJ
ap-10161	258	12	(	(	PUNCT
ap-10161	258	13	gc	gc	PROPN
ap-10161	258	14	)	)	PUNCT
ap-10161	258	15	grashof	grashof	NOUN
ap-10161	258	16	numbers	number	NOUN
ap-10161	258	17	exhibit	exhibit	VERB
ap-10161	258	18	similar	similar	ADJ
ap-10161	258	19	trends	trend	NOUN
ap-10161	258	20	(	(	PUNCT
ap-10161	258	21	figures	figure	NOUN
ap-10161	258	22	8–11	8–11	PROPN
ap-10161	258	23	)	)	PUNCT
ap-10161	258	24	.	.	PUNCT
ap-10161	259	1	as	as	ADP
ap-10161	259	2	gr	gr	NOUN
ap-10161	259	3	increases	increase	NOUN
ap-10161	259	4	from	from	ADP
ap-10161	259	5	0.5	0.5	NUM
ap-10161	259	6	to	to	ADP
ap-10161	259	7	1.5	1.5	NUM
ap-10161	259	8	,	,	PUNCT
ap-10161	259	9	the	the	DET
ap-10161	259	10	velocity	velocity	NOUN
ap-10161	259	11	boundary	boundary	ADJ
ap-10161	259	12	layer	layer	NOUN
ap-10161	259	13	thickens	thicken	NOUN
ap-10161	259	14	due	due	ADP
ap-10161	259	15	to	to	ADP
ap-10161	259	16	stronger	strong	ADJ
ap-10161	259	17	thermal	thermal	ADJ
ap-10161	259	18	buoyancy	buoyancy	NOUN
ap-10161	259	19	.	.	PUNCT
ap-10161	260	1	analogously	analogously	ADV
ap-10161	260	2	,	,	PUNCT
ap-10161	260	3	gc	gc	PROPN
ap-10161	260	4	(	(	PUNCT
ap-10161	260	5	0.5	0.5	NUM
ap-10161	260	6	to	to	PART
ap-10161	260	7	1.2	1.2	NUM
ap-10161	260	8	)	)	PUNCT
ap-10161	260	9	enhances	enhance	VERB
ap-10161	260	10	momentum	momentum	NOUN
ap-10161	260	11	transport	transport	NOUN
ap-10161	260	12	through	through	ADP
ap-10161	260	13	concentration	concentration	NOUN
ap-10161	260	14	-	-	PUNCT
ap-10161	260	15	induced	induce	VERB
ap-10161	260	16	buoyancy	buoyancy	NOUN
ap-10161	260	17	.	.	PUNCT
ap-10161	261	1	stretching	stretch	VERB
ap-10161	261	2	dynamics	dynamic	NOUN
ap-10161	261	3	:	:	PUNCT
ap-10161	261	4	figure	figure	NOUN
ap-10161	261	5	12	12	NUM
ap-10161	261	6	reveals	reveal	VERB
ap-10161	261	7	that	that	SCONJ
ap-10161	261	8	the	the	DET
ap-10161	261	9	stretching	stretch	VERB
ap-10161	261	10	ratio	ratio	NOUN
ap-10161	261	11	parameter	parameter	NOUN
ap-10161	261	12	(	(	PUNCT
ap-10161	261	13	δ	δ	NOUN
ap-10161	261	14	=	=	NOUN
ap-10161	261	15	0.5	0.5	NUM
ap-10161	261	16	to	to	ADP
ap-10161	261	17	2.0	2.0	NUM
ap-10161	261	18	)	)	PUNCT
ap-10161	261	19	amplifies	amplify	VERB
ap-10161	261	20	secondary	secondary	ADJ
ap-10161	261	21	velocities	velocity	NOUN
ap-10161	261	22	by	by	ADP
ap-10161	261	23	modifying	modify	VERB
ap-10161	261	24	the	the	DET
ap-10161	261	25	surface	surface	NOUN
ap-10161	261	26	kinematics	kinematic	NOUN
ap-10161	261	27	.	.	PUNCT
ap-10161	262	1	5.2	5.2	NUM
ap-10161	262	2	.	.	PUNCT
ap-10161	262	3	thermal	thermal	ADJ
ap-10161	262	4	transport	transport	NOUN
ap-10161	262	5	mechanisms	mechanism	NOUN
ap-10161	262	6	prandtl	prandtl	NOUN
ap-10161	262	7	number	number	NOUN
ap-10161	262	8	(	(	PUNCT
ap-10161	262	9	pr	pr	NOUN
ap-10161	262	10	):	):	PUNCT
ap-10161	262	11	figure	figure	NOUN
ap-10161	262	12	13	13	NUM
ap-10161	262	13	highlights	highlight	NOUN
ap-10161	262	14	the	the	DET
ap-10161	262	15	inverse	inverse	NOUN
ap-10161	262	16	relationship	relationship	NOUN
ap-10161	262	17	between	between	ADP
ap-10161	262	18	pr	pr	NOUN
ap-10161	262	19	(	(	PUNCT
ap-10161	262	20	0.71	0.71	NUM
ap-10161	262	21	to	to	PART
ap-10161	262	22	7.0	7.0	NUM
ap-10161	262	23	)	)	PUNCT
ap-10161	262	24	and	and	CCONJ
ap-10161	262	25	the	the	DET
ap-10161	262	26	thermal	thermal	ADJ
ap-10161	262	27	boundary	boundary	ADJ
ap-10161	262	28	layer	layer	NOUN
ap-10161	262	29	thickness	thickness	NOUN
ap-10161	262	30	.	.	PUNCT
ap-10161	263	1	higher	high	ADJ
ap-10161	263	2	pr	pr	NOUN
ap-10161	263	3	fluids	fluid	NOUN
ap-10161	263	4	(	(	PUNCT
ap-10161	263	5	e.g.	e.g.	ADV
ap-10161	263	6	water	water	NOUN
ap-10161	263	7	at	at	ADP
ap-10161	263	8	pr	pr	NOUN
ap-10161	264	1	≈	≈	PROPN
ap-10161	264	2	7	7	NUM
ap-10161	264	3	)	)	PUNCT
ap-10161	264	4	exhibit	exhibit	VERB
ap-10161	264	5	steeper	steep	ADJ
ap-10161	264	6	temperature	temperature	NOUN
ap-10161	264	7	gradients	gradient	NOUN
ap-10161	264	8	due	due	ADJ
ap-10161	264	9	to	to	ADP
ap-10161	264	10	reduced	reduce	VERB
ap-10161	264	11	thermal	thermal	ADJ
ap-10161	264	12	diffusivity	diffusivity	NOUN
ap-10161	264	13	.	.	PUNCT
ap-10161	265	1	nanoparticle	nanoparticle	NOUN
ap-10161	265	2	effects	effect	NOUN
ap-10161	265	3	:	:	PUNCT
ap-10161	265	4	brownian	brownian	ADJ
ap-10161	265	5	motion	motion	NOUN
ap-10161	265	6	(	(	PUNCT
ap-10161	265	7	nb	nb	NOUN
ap-10161	265	8	)	)	PUNCT
ap-10161	265	9	and	and	CCONJ
ap-10161	265	10	thermophoresis	thermophoresis	NOUN
ap-10161	265	11	(	(	PUNCT
ap-10161	265	12	nt	not	PART
ap-10161	265	13	)	)	PUNCT
ap-10161	265	14	parameters	parameter	NOUN
ap-10161	265	15	significantly	significantly	ADV
ap-10161	265	16	alter	alter	VERB
ap-10161	265	17	heat	heat	NOUN
ap-10161	265	18	transfer	transfer	NOUN
ap-10161	265	19	(	(	PUNCT
ap-10161	265	20	figures	figure	NOUN
ap-10161	265	21	14–17	14–17	NUM
ap-10161	265	22	)	)	PUNCT
ap-10161	265	23	.	.	PUNCT
ap-10161	266	1	nb	nb	INTJ
ap-10161	266	2	(	(	PUNCT
ap-10161	266	3	0.3	0.3	NUM
ap-10161	266	4	to	to	PART
ap-10161	266	5	0.7	0.7	NUM
ap-10161	266	6	)	)	PUNCT
ap-10161	266	7	enhances	enhance	VERB
ap-10161	266	8	thermal	thermal	ADJ
ap-10161	266	9	conductivity	conductivity	NOUN
ap-10161	266	10	through	through	ADP
ap-10161	266	11	random	random	ADJ
ap-10161	266	12	nanoparticle	nanoparticle	NOUN
ap-10161	266	13	motion	motion	NOUN
ap-10161	266	14	,	,	PUNCT
ap-10161	266	15	while	while	SCONJ
ap-10161	266	16	nt	not	PART
ap-10161	266	17	(	(	PUNCT
ap-10161	266	18	0.2	0.2	NUM
ap-10161	266	19	to	to	PART
ap-10161	266	20	1.0	1.0	NUM
ap-10161	266	21	)	)	PUNCT
ap-10161	266	22	drives	drive	VERB
ap-10161	266	23	particle	particle	NOUN
ap-10161	266	24	migration	migration	NOUN
ap-10161	266	25	along	along	ADP
ap-10161	266	26	temperature	temperature	NOUN
ap-10161	266	27	gradients	gradient	NOUN
ap-10161	266	28	.	.	PUNCT
ap-10161	267	1	cross	cross	ADJ
ap-10161	267	2	-	-	ADJ
ap-10161	267	3	diffusion	diffusion	ADJ
ap-10161	267	4	phenomena	phenomenon	NOUN
ap-10161	267	5	:	:	PUNCT
ap-10161	267	6	the	the	DET
ap-10161	267	7	dufour	dufour	PROPN
ap-10161	267	8	effect	effect	NOUN
ap-10161	267	9	(	(	PUNCT
ap-10161	267	10	du	du	PROPN
ap-10161	267	11	=	=	SYM
ap-10161	267	12	0.5	0.5	NUM
ap-10161	267	13	to	to	ADP
ap-10161	267	14	1.5	1.5	NUM
ap-10161	267	15	,	,	PUNCT
ap-10161	267	16	figure	figure	NOUN
ap-10161	267	17	18	18	NUM
ap-10161	267	18	)	)	PUNCT
ap-10161	267	19	increases	increase	VERB
ap-10161	267	20	temperatures	temperature	NOUN
ap-10161	267	21	by	by	ADP
ap-10161	267	22	converting	convert	VERB
ap-10161	267	23	concentration	concentration	NOUN
ap-10161	267	24	gradients	gradient	NOUN
ap-10161	267	25	into	into	ADP
ap-10161	267	26	thermal	thermal	ADJ
ap-10161	267	27	energy	energy	NOUN
ap-10161	267	28	.	.	PUNCT
ap-10161	268	1	conversely	conversely	ADV
ap-10161	268	2	,	,	PUNCT
ap-10161	268	3	the	the	DET
ap-10161	268	4	soret	soret	NOUN
ap-10161	268	5	effect	effect	NOUN
ap-10161	268	6	(	(	PUNCT
ap-10161	268	7	sr	sr	X
ap-10161	268	8	=	=	NOUN
ap-10161	268	9	0.5	0.5	NUM
ap-10161	268	10	to	to	ADP
ap-10161	268	11	1.5	1.5	NUM
ap-10161	268	12	,	,	PUNCT
ap-10161	268	13	figure	figure	NOUN
ap-10161	268	14	19	19	NUM
ap-10161	268	15	)	)	PUNCT
ap-10161	268	16	augments	augment	VERB
ap-10161	268	17	mass	mass	ADJ
ap-10161	268	18	transfer	transfer	NOUN
ap-10161	268	19	via	via	ADP
ap-10161	268	20	thermally	thermally	ADV
ap-10161	268	21	induced	induce	VERB
ap-10161	268	22	diffusion	diffusion	NOUN
ap-10161	268	23	.	.	PUNCT
ap-10161	269	1	5.3	5.3	NUM
ap-10161	269	2	.	.	PUNCT
ap-10161	269	3	mass	mass	ADJ
ap-10161	269	4	transfer	transfer	NOUN
ap-10161	269	5	and	and	CCONJ
ap-10161	269	6	microorganism	microorganism	NOUN
ap-10161	269	7	distributions	distribution	NOUN
ap-10161	269	8	lewis	lewis	PROPN
ap-10161	269	9	number	number	NOUN
ap-10161	269	10	(	(	PUNCT
ap-10161	269	11	le	le	X
ap-10161	269	12	):	):	PUNCT
ap-10161	269	13	figure	figure	NOUN
ap-10161	269	14	20	20	NUM
ap-10161	269	15	shows	show	VERB
ap-10161	269	16	that	that	SCONJ
ap-10161	269	17	increasing	increase	VERB
ap-10161	269	18	le	le	X
ap-10161	269	19	(	(	PUNCT
ap-10161	269	20	0.5	0.5	NUM
ap-10161	269	21	to	to	PART
ap-10161	269	22	1.5	1.5	NUM
ap-10161	269	23	)	)	PUNCT
ap-10161	269	24	thins	thin	VERB
ap-10161	269	25	the	the	DET
ap-10161	269	26	concentration	concentration	NOUN
ap-10161	269	27	boundary	boundary	ADJ
ap-10161	269	28	layer	layer	NOUN
ap-10161	269	29	,	,	PUNCT
ap-10161	269	30	as	as	ADP
ap-10161	269	31	higher	high	ADJ
ap-10161	269	32	le	le	X
ap-10161	269	33	results	result	NOUN
ap-10161	269	34	in	in	ADP
ap-10161	269	35	slower	slow	ADJ
ap-10161	269	36	mass	mass	NOUN
ap-10161	269	37	diffusion	diffusion	NOUN
ap-10161	269	38	relative	relative	ADJ
ap-10161	269	39	to	to	ADP
ap-10161	269	40	thermal	thermal	ADJ
ap-10161	269	41	diffusion	diffusion	NOUN
ap-10161	269	42	.	.	PUNCT
ap-10161	270	1	figure	figure	NOUN
ap-10161	270	2	6	6	NUM
ap-10161	270	3	.	.	PUNCT
ap-10161	271	1	effect	effect	NOUN
ap-10161	271	2	of	of	ADP
ap-10161	271	3	λ	λ	PROPN
ap-10161	271	4	on	on	ADP
ap-10161	271	5	f	f	PROPN
ap-10161	271	6	′(η	′(η	PRON
ap-10161	271	7	)	)	PUNCT
ap-10161	271	8	.	.	PUNCT
ap-10161	272	1	figure	figure	VERB
ap-10161	272	2	7	7	NUM
ap-10161	272	3	.	.	PUNCT
ap-10161	272	4	effect	effect	NOUN
ap-10161	272	5	of	of	ADP
ap-10161	272	6	λ	λ	PROPN
ap-10161	272	7	on	on	ADP
ap-10161	272	8	g′(η	g′(η	PROPN
ap-10161	272	9	)	)	PUNCT
ap-10161	272	10	.	.	PUNCT
ap-10161	273	1	figure	figure	VERB
ap-10161	273	2	8	8	NUM
ap-10161	273	3	.	.	PUNCT
ap-10161	274	1	effect	effect	NOUN
ap-10161	274	2	of	of	ADP
ap-10161	274	3	gr	gr	PROPN
ap-10161	274	4	on	on	ADP
ap-10161	274	5	f	f	PROPN
ap-10161	274	6	′(η	′(η	PRON
ap-10161	274	7	)	)	PUNCT
ap-10161	274	8	.	.	PUNCT
ap-10161	275	1	figure	figure	NOUN
ap-10161	275	2	9	9	NUM
ap-10161	275	3	.	.	PUNCT
ap-10161	275	4	effect	effect	NOUN
ap-10161	275	5	of	of	ADP
ap-10161	275	6	gr	gr	PROPN
ap-10161	275	7	on	on	ADP
ap-10161	275	8	g′(η	g′(η	PROPN
ap-10161	275	9	)	)	PUNCT
ap-10161	275	10	.	.	PUNCT
ap-10161	276	1	484	484	NUM
ap-10161	276	2	vol	vol	NOUN
ap-10161	276	3	.	.	PUNCT
ap-10161	277	1	65	65	NUM
ap-10161	277	2	no	no	NOUN
ap-10161	277	3	.	.	PUNCT
ap-10161	278	1	4/2025	4/2025	NUM
ap-10161	278	2	effects	effect	NOUN
ap-10161	278	3	of	of	ADP
ap-10161	278	4	coupled	couple	VERB
ap-10161	278	5	diffusion	diffusion	NOUN
ap-10161	278	6	and	and	CCONJ
ap-10161	278	7	buoyancy	buoyancy	NOUN
ap-10161	278	8	forces	force	NOUN
ap-10161	278	9	on	on	ADP
ap-10161	278	10	three	three	NUM
ap-10161	278	11	-	-	PUNCT
ap-10161	278	12	dimensional	dimensional	ADJ
ap-10161	278	13	.	.	PUNCT
ap-10161	278	14	.	.	PUNCT
ap-10161	278	15	.	.	PUNCT
ap-10161	279	1	figure	figure	NOUN
ap-10161	279	2	10	10	NUM
ap-10161	279	3	.	.	PUNCT
ap-10161	280	1	effect	effect	NOUN
ap-10161	280	2	of	of	ADP
ap-10161	280	3	gc	gc	PROPN
ap-10161	280	4	on	on	ADP
ap-10161	280	5	f	f	PROPN
ap-10161	280	6	′(η	′(η	PRON
ap-10161	280	7	)	)	PUNCT
ap-10161	280	8	.	.	PUNCT
ap-10161	281	1	figure	figure	VERB
ap-10161	281	2	11	11	NUM
ap-10161	281	3	.	.	PUNCT
ap-10161	282	1	effect	effect	NOUN
ap-10161	282	2	of	of	ADP
ap-10161	282	3	gc	gc	PROPN
ap-10161	282	4	on	on	ADP
ap-10161	282	5	g′(η	g′(η	PROPN
ap-10161	282	6	)	)	PUNCT
ap-10161	282	7	.	.	PUNCT
ap-10161	283	1	figure	figure	NOUN
ap-10161	283	2	12	12	NUM
ap-10161	283	3	.	.	PUNCT
ap-10161	284	1	effect	effect	NOUN
ap-10161	284	2	of	of	ADP
ap-10161	284	3	δ	δ	PROPN
ap-10161	284	4	on	on	ADP
ap-10161	284	5	g′(η	g′(η	PROPN
ap-10161	284	6	)	)	PUNCT
ap-10161	284	7	.	.	PUNCT
ap-10161	285	1	figure	figure	NOUN
ap-10161	285	2	13	13	NUM
ap-10161	285	3	.	.	PUNCT
ap-10161	286	1	effect	effect	NOUN
ap-10161	286	2	of	of	ADP
ap-10161	286	3	pr	pr	NOUN
ap-10161	286	4	on	on	ADP
ap-10161	286	5	θ(η	θ(η	NUM
ap-10161	286	6	)	)	PUNCT
ap-10161	286	7	.	.	PUNCT
ap-10161	287	1	figure	figure	NOUN
ap-10161	287	2	14	14	NUM
ap-10161	287	3	.	.	PUNCT
ap-10161	288	1	effect	effect	NOUN
ap-10161	288	2	of	of	ADP
ap-10161	288	3	nb	nb	NOUN
ap-10161	288	4	on	on	ADP
ap-10161	288	5	θ(η	θ(η	NUM
ap-10161	288	6	)	)	PUNCT
ap-10161	288	7	.	.	PUNCT
ap-10161	289	1	figure	figure	NOUN
ap-10161	289	2	15	15	NUM
ap-10161	289	3	.	.	PUNCT
ap-10161	290	1	effect	effect	NOUN
ap-10161	290	2	of	of	ADP
ap-10161	290	3	nb	nb	PROPN
ap-10161	290	4	on	on	ADP
ap-10161	290	5	ϕ(η	ϕ(η	PROPN
ap-10161	290	6	)	)	PUNCT
ap-10161	290	7	.	.	PUNCT
ap-10161	291	1	figure	figure	NOUN
ap-10161	291	2	16	16	NUM
ap-10161	291	3	.	.	PUNCT
ap-10161	292	1	effect	effect	NOUN
ap-10161	292	2	of	of	ADP
ap-10161	292	3	nt	not	PART
ap-10161	292	4	on	on	ADP
ap-10161	292	5	θ(η	θ(η	NUM
ap-10161	292	6	)	)	PUNCT
ap-10161	292	7	.	.	PUNCT
ap-10161	293	1	figure	figure	NOUN
ap-10161	293	2	17	17	NUM
ap-10161	293	3	.	.	PUNCT
ap-10161	294	1	effect	effect	NOUN
ap-10161	294	2	of	of	ADP
ap-10161	294	3	nt	not	PART
ap-10161	294	4	on	on	ADP
ap-10161	294	5	ϕ(η	ϕ(η	PROPN
ap-10161	294	6	)	)	PUNCT
ap-10161	294	7	.	.	PUNCT
ap-10161	295	1	485	485	NUM
ap-10161	295	2	b.	b.	PROPN
ap-10161	295	3	samudrala	samudrala	PROPN
ap-10161	295	4	,	,	PUNCT
ap-10161	295	5	k.	k.	PROPN
ap-10161	295	6	jayalakshmi	jayalakshmi	PROPN
ap-10161	295	7	,	,	PUNCT
ap-10161	295	8	m.	m.	NOUN
ap-10161	295	9	gundagani	gundagani	PROPN
ap-10161	295	10	acta	acta	PROPN
ap-10161	295	11	polytechnica	polytechnica	PROPN
ap-10161	295	12	figure	figure	NOUN
ap-10161	295	13	18	18	NUM
ap-10161	295	14	.	.	PUNCT
ap-10161	296	1	effect	effect	NOUN
ap-10161	296	2	of	of	ADP
ap-10161	296	3	du	du	PROPN
ap-10161	296	4	on	on	ADP
ap-10161	296	5	θ(η	θ(η	NUM
ap-10161	296	6	)	)	PUNCT
ap-10161	296	7	.	.	PUNCT
ap-10161	297	1	figure	figure	NOUN
ap-10161	297	2	19	19	NUM
ap-10161	297	3	.	.	PUNCT
ap-10161	298	1	effect	effect	NOUN
ap-10161	298	2	of	of	ADP
ap-10161	298	3	sr	sr	PROPN
ap-10161	298	4	on	on	ADP
ap-10161	298	5	ϕ(η	ϕ(η	PROPN
ap-10161	298	6	)	)	PUNCT
ap-10161	298	7	.	.	PUNCT
ap-10161	299	1	figure	figure	NOUN
ap-10161	299	2	20	20	NUM
ap-10161	299	3	.	.	PUNCT
ap-10161	300	1	effect	effect	NOUN
ap-10161	300	2	of	of	ADP
ap-10161	300	3	le	le	X
ap-10161	300	4	on	on	ADP
ap-10161	300	5	ϕ(η	ϕ(η	PROPN
ap-10161	300	6	)	)	PUNCT
ap-10161	300	7	.	.	PUNCT
ap-10161	301	1	biot	biot	PROPN
ap-10161	301	2	numbers	number	NOUN
ap-10161	301	3	:	:	PUNCT
ap-10161	301	4	thermal	thermal	ADJ
ap-10161	301	5	(	(	PUNCT
ap-10161	301	6	δ1	δ1	NOUN
ap-10161	301	7	)	)	PUNCT
ap-10161	301	8	and	and	CCONJ
ap-10161	301	9	mass	mass	NOUN
ap-10161	301	10	(	(	PUNCT
ap-10161	301	11	δ2	δ2	VERB
ap-10161	301	12	)	)	PUNCT
ap-10161	301	13	biot	biot	ADJ
ap-10161	301	14	numbers	number	NOUN
ap-10161	301	15	govern	govern	VERB
ap-10161	301	16	the	the	DET
ap-10161	301	17	convective	convective	ADJ
ap-10161	301	18	boundary	boundary	ADJ
ap-10161	301	19	conditions	condition	NOUN
ap-10161	301	20	.	.	PUNCT
ap-10161	302	1	figures	figure	NOUN
ap-10161	302	2	21–22	21–22	PROPN
ap-10161	302	3	illustrate	illustrate	VERB
ap-10161	302	4	that	that	DET
ap-10161	302	5	δ1	δ1	NOUN
ap-10161	302	6	(	(	PUNCT
ap-10161	302	7	0.1	0.1	NUM
ap-10161	302	8	to	to	PART
ap-10161	302	9	0.91	0.91	NUM
ap-10161	302	10	)	)	PUNCT
ap-10161	302	11	and	and	CCONJ
ap-10161	302	12	δ2	δ2	VERB
ap-10161	302	13	(	(	PUNCT
ap-10161	302	14	0.2	0.2	NUM
ap-10161	302	15	to	to	PART
ap-10161	302	16	1.0	1.0	NUM
ap-10161	302	17	)	)	PUNCT
ap-10161	302	18	increase	increase	VERB
ap-10161	302	19	the	the	DET
ap-10161	302	20	temperature	temperature	NOUN
ap-10161	302	21	and	and	CCONJ
ap-10161	302	22	concentration	concentration	NOUN
ap-10161	302	23	gradients	gradient	NOUN
ap-10161	302	24	near	near	ADP
ap-10161	302	25	the	the	DET
ap-10161	302	26	sheet	sheet	NOUN
ap-10161	302	27	surface	surface	NOUN
ap-10161	302	28	,	,	PUNCT
ap-10161	302	29	respectively	respectively	ADV
ap-10161	302	30	.	.	PUNCT
ap-10161	303	1	bioconvection	bioconvection	NOUN
ap-10161	303	2	parameters	parameter	NOUN
ap-10161	303	3	:	:	PUNCT
ap-10161	303	4	the	the	DET
ap-10161	303	5	peclet	peclet	NOUN
ap-10161	303	6	number	number	NOUN
ap-10161	303	7	(	(	PUNCT
ap-10161	303	8	pe	pe	NOUN
ap-10161	303	9	=	=	NUM
ap-10161	303	10	0.2	0.2	NUM
ap-10161	303	11	to	to	PART
ap-10161	303	12	0.8	0.8	NUM
ap-10161	303	13	,	,	PUNCT
ap-10161	303	14	figure	figure	NOUN
ap-10161	303	15	23	23	NUM
ap-10161	303	16	)	)	PUNCT
ap-10161	303	17	and	and	CCONJ
ap-10161	303	18	bioconvection	bioconvection	PROPN
ap-10161	303	19	lewis	lewis	PROPN
ap-10161	303	20	number	number	NOUN
ap-10161	303	21	(	(	PUNCT
ap-10161	303	22	lb	lb	NOUN
ap-10161	303	23	=	=	SYM
ap-10161	303	24	0.3	0.3	NUM
ap-10161	303	25	to	to	PART
ap-10161	303	26	0.9	0.9	NUM
ap-10161	303	27	,	,	PUNCT
ap-10161	303	28	figure	figure	NOUN
ap-10161	303	29	24	24	NUM
ap-10161	303	30	)	)	PUNCT
ap-10161	303	31	reduce	reduce	VERB
ap-10161	303	32	the	the	DET
ap-10161	303	33	microorganism	microorganism	NOUN
ap-10161	303	34	density	density	NOUN
ap-10161	303	35	(	(	PUNCT
ap-10161	303	36	n(η	n(η	NOUN
ap-10161	303	37	)	)	PUNCT
ap-10161	303	38	)	)	PUNCT
ap-10161	303	39	by	by	ADP
ap-10161	303	40	promoting	promote	VERB
ap-10161	303	41	convective	convective	ADJ
ap-10161	303	42	transport	transport	NOUN
ap-10161	303	43	over	over	ADP
ap-10161	303	44	diffusive	diffusive	ADJ
ap-10161	303	45	spreading	spread	VERB
ap-10161	303	46	.	.	PUNCT
ap-10161	304	1	figure	figure	NOUN
ap-10161	304	2	25	25	NUM
ap-10161	304	3	shows	show	VERB
ap-10161	304	4	that	that	SCONJ
ap-10161	304	5	a	a	DET
ap-10161	304	6	higher	high	ADJ
ap-10161	304	7	microorganism	microorganism	NOUN
ap-10161	304	8	concentration	concentration	NOUN
ap-10161	304	9	gradient	gradient	NOUN
ap-10161	304	10	reduces	reduce	VERB
ap-10161	304	11	motile	motile	ADJ
ap-10161	304	12	bacteria	bacteria	NOUN
ap-10161	304	13	density	density	NOUN
ap-10161	304	14	and	and	CCONJ
ap-10161	304	15	alters	alter	VERB
ap-10161	304	16	their	their	PRON
ap-10161	304	17	boundary	boundary	ADJ
ap-10161	304	18	layer	layer	NOUN
ap-10161	304	19	.	.	PUNCT
ap-10161	305	1	figure	figure	NOUN
ap-10161	305	2	21	21	NUM
ap-10161	305	3	.	.	PUNCT
ap-10161	306	1	effect	effect	NOUN
ap-10161	306	2	of	of	ADP
ap-10161	306	3	δ1	δ1	NOUN
ap-10161	306	4	on	on	ADP
ap-10161	306	5	θ(η	θ(η	NUM
ap-10161	306	6	)	)	PUNCT
ap-10161	306	7	.	.	PUNCT
ap-10161	307	1	figure	figure	NOUN
ap-10161	307	2	22	22	NUM
ap-10161	307	3	.	.	PUNCT
ap-10161	308	1	effect	effect	NOUN
ap-10161	308	2	of	of	ADP
ap-10161	308	3	δ2	δ2	PROPN
ap-10161	308	4	on	on	ADP
ap-10161	308	5	ϕ(η	ϕ(η	PROPN
ap-10161	308	6	)	)	PUNCT
ap-10161	308	7	.	.	PUNCT
ap-10161	309	1	figure	figure	NOUN
ap-10161	309	2	23	23	NUM
ap-10161	309	3	.	.	PUNCT
ap-10161	310	1	effect	effect	NOUN
ap-10161	310	2	of	of	ADP
ap-10161	310	3	pe	pe	X
ap-10161	310	4	on	on	ADP
ap-10161	310	5	n(η	n(η	NOUN
ap-10161	310	6	)	)	PUNCT
ap-10161	310	7	.	.	PUNCT
ap-10161	311	1	5.4	5.4	NUM
ap-10161	311	2	.	.	PUNCT
ap-10161	312	1	engineering	engineering	NOUN
ap-10161	312	2	quantities	quantity	NOUN
ap-10161	312	3	of	of	ADP
ap-10161	312	4	interest	interest	NOUN
ap-10161	312	5	skin	skin	NOUN
ap-10161	312	6	-	-	PUNCT
ap-10161	312	7	friction	friction	NOUN
ap-10161	312	8	coefficients	coefficient	NOUN
ap-10161	312	9	:	:	PUNCT
ap-10161	312	10	tables	table	VERB
ap-10161	312	11	2–5	2–5	PRON
ap-10161	312	12	quantify	quantify	VERB
ap-10161	312	13	how	how	SCONJ
ap-10161	312	14	cfx	cfx	NOUN
ap-10161	312	15	and	and	CCONJ
ap-10161	312	16	cfy	cfy	NOUN
ap-10161	312	17	vary	vary	VERB
ap-10161	312	18	with	with	ADP
ap-10161	312	19	parameters	parameter	NOUN
ap-10161	312	20	.	.	PUNCT
ap-10161	313	1	for	for	ADP
ap-10161	313	2	instance	instance	NOUN
ap-10161	313	3	,	,	PUNCT
ap-10161	313	4	cfx	cfx	PROPN
ap-10161	313	5	increases	increase	NOUN
ap-10161	313	6	by	by	ADP
ap-10161	313	7	8.2	8.2	NUM
ap-10161	313	8	%	%	NOUN
ap-10161	313	9	when	when	SCONJ
ap-10161	313	10	gr	gr	NOUN
ap-10161	313	11	rises	rise	VERB
ap-10161	313	12	from	from	ADP
ap-10161	313	13	0.5	0.5	NUM
ap-10161	313	14	to	to	ADP
ap-10161	313	15	1.5	1.5	NUM
ap-10161	313	16	,	,	PUNCT
ap-10161	313	17	but	but	CCONJ
ap-10161	313	18	decreases	decrease	NOUN
ap-10161	313	19	by	by	ADP
ap-10161	313	20	6.5	6.5	NUM
ap-10161	313	21	%	%	NOUN
ap-10161	313	22	for	for	ADP
ap-10161	313	23	m	m	PROPN
ap-10161	313	24	=	=	NOUN
ap-10161	313	25	0.1	0.1	NUM
ap-10161	313	26	to	to	ADP
ap-10161	313	27	0.7	0.7	NUM
ap-10161	313	28	.	.	PUNCT
ap-10161	314	1	nusselt	nusselt	PROPN
ap-10161	314	2	and	and	CCONJ
ap-10161	314	3	sherwood	sherwood	PROPN
ap-10161	314	4	numbers	number	NOUN
ap-10161	314	5	:	:	PUNCT
ap-10161	314	6	table	table	NOUN
ap-10161	314	7	6	6	NUM
ap-10161	314	8	shows	show	VERB
ap-10161	314	9	that	that	SCONJ
ap-10161	314	10	nu	nu	PROPN
ap-10161	314	11	increases	increase	NOUN
ap-10161	314	12	by	by	ADP
ap-10161	314	13	12.3	12.3	NUM
ap-10161	314	14	%	%	NOUN
ap-10161	314	15	for	for	ADP
ap-10161	314	16	nb	nb	NOUN
ap-10161	314	17	=	=	NOUN
ap-10161	314	18	0.3	0.3	NUM
ap-10161	314	19	to	to	ADP
ap-10161	314	20	0.7	0.7	NUM
ap-10161	314	21	,	,	PUNCT
ap-10161	314	22	but	but	CCONJ
ap-10161	314	23	decreases	decrease	NOUN
ap-10161	314	24	by	by	ADP
ap-10161	314	25	9.2	9.2	NUM
ap-10161	314	26	%	%	NOUN
ap-10161	314	27	for	for	ADP
ap-10161	314	28	pr	pr	NOUN
ap-10161	314	29	=	=	NOUN
ap-10161	314	30	0.71	0.71	NUM
ap-10161	314	31	to	to	ADP
ap-10161	314	32	7.0	7.0	NUM
ap-10161	314	33	.	.	PUNCT
ap-10161	314	34	table	table	NOUN
ap-10161	314	35	7	7	NUM
ap-10161	314	36	indicates	indicate	VERB
ap-10161	314	37	that	that	SCONJ
ap-10161	314	38	sh	sh	PROPN
ap-10161	314	39	increases	increase	VERB
ap-10161	314	40	by	by	ADP
ap-10161	314	41	14.7	14.7	NUM
ap-10161	314	42	%	%	NOUN
ap-10161	314	43	for	for	ADP
ap-10161	314	44	nt	not	PART
ap-10161	314	45	=	=	SYM
ap-10161	314	46	0.2	0.2	NUM
ap-10161	314	47	to	to	PART
ap-10161	314	48	0.8	0.8	NUM
ap-10161	314	49	,	,	PUNCT
ap-10161	314	50	but	but	CCONJ
ap-10161	314	51	decreases	decrease	NOUN
ap-10161	314	52	by	by	ADP
ap-10161	314	53	8.1	8.1	NUM
ap-10161	314	54	%	%	NOUN
ap-10161	314	55	for	for	ADP
ap-10161	314	56	le	le	X
ap-10161	314	57	=	=	SYM
ap-10161	314	58	0.5	0.5	NUM
ap-10161	314	59	to	to	PART
ap-10161	314	60	1.2	1.2	NUM
ap-10161	314	61	.	.	PUNCT
ap-10161	315	1	motile	motile	ADJ
ap-10161	315	2	density	density	NOUN
ap-10161	315	3	coefficient	coefficient	NOUN
ap-10161	315	4	:	:	PUNCT
ap-10161	315	5	table	table	NOUN
ap-10161	315	6	8	8	NUM
ap-10161	315	7	reveals	reveal	VERB
ap-10161	315	8	that	that	SCONJ
ap-10161	315	9	nh	nh	PROPN
ap-10161	315	10	decreases	decrease	VERB
ap-10161	315	11	by	by	ADP
ap-10161	315	12	15.4	15.4	NUM
ap-10161	315	13	%	%	NOUN
ap-10161	315	14	as	as	ADP
ap-10161	315	15	lb	lb	NUM
ap-10161	315	16	increases	increase	NOUN
ap-10161	315	17	from	from	ADP
ap-10161	315	18	0.3	0.3	NUM
ap-10161	315	19	to	to	PART
ap-10161	315	20	0.9	0.9	NUM
ap-10161	315	21	.	.	PUNCT
ap-10161	316	1	486	486	NUM
ap-10161	316	2	vol	vol	NOUN
ap-10161	316	3	.	.	PUNCT
ap-10161	317	1	65	65	NUM
ap-10161	317	2	no	no	NOUN
ap-10161	317	3	.	.	PUNCT
ap-10161	318	1	4/2025	4/2025	NUM
ap-10161	318	2	effects	effect	NOUN
ap-10161	318	3	of	of	ADP
ap-10161	318	4	coupled	couple	VERB
ap-10161	318	5	diffusion	diffusion	NOUN
ap-10161	318	6	and	and	CCONJ
ap-10161	318	7	buoyancy	buoyancy	NOUN
ap-10161	318	8	forces	force	NOUN
ap-10161	318	9	on	on	ADP
ap-10161	318	10	three	three	NUM
ap-10161	318	11	-	-	PUNCT
ap-10161	318	12	dimensional	dimensional	ADJ
ap-10161	318	13	.	.	PUNCT
ap-10161	318	14	.	.	PUNCT
ap-10161	318	15	.	.	PUNCT
ap-10161	319	1	figure	figure	NOUN
ap-10161	319	2	24	24	NUM
ap-10161	319	3	.	.	PUNCT
ap-10161	320	1	effect	effect	NOUN
ap-10161	320	2	of	of	ADP
ap-10161	320	3	lb	lb	NUM
ap-10161	320	4	on	on	ADP
ap-10161	320	5	n(η	n(η	NOUN
ap-10161	320	6	)	)	PUNCT
ap-10161	320	7	.	.	PUNCT
ap-10161	321	1	figure	figure	VERB
ap-10161	321	2	25	25	NUM
ap-10161	321	3	.	.	PUNCT
ap-10161	322	1	effect	effect	NOUN
ap-10161	322	2	of	of	ADP
ap-10161	322	3	ω	ω	PROPN
ap-10161	322	4	on	on	ADP
ap-10161	322	5	n(η	n(η	NOUN
ap-10161	322	6	)	)	PUNCT
ap-10161	322	7	.	.	PUNCT
ap-10161	323	1	m	m	VERB
ap-10161	323	2	β	β	X
ap-10161	323	3	λ	λ	X
ap-10161	323	4	gr	gr	PROPN
ap-10161	323	5	gc	gc	PROPN
ap-10161	323	6	δ	δ	PROPN
ap-10161	323	7	pr	pr	VERB
ap-10161	323	8	nb	nb	INTJ
ap-10161	323	9	nt	not	PART
ap-10161	323	10	(	(	PUNCT
ap-10161	323	11	1	1	NUM
ap-10161	323	12	+	+	SYM
ap-10161	323	13	1	1	NUM
ap-10161	323	14	β	β	NOUN
ap-10161	323	15	)	)	PUNCT
ap-10161	323	16	(	(	PUNCT
ap-10161	323	17	1	1	NUM
ap-10161	323	18	+	+	NUM
ap-10161	323	19	λ	λ	PROPN
ap-10161	323	20	2	2	NUM
ap-10161	323	21	f	f	NOUN
ap-10161	323	22	′′	′′	PROPN
ap-10161	323	23	(	(	PUNCT
ap-10161	323	24	0	0	NUM
ap-10161	323	25	)	)	PUNCT
ap-10161	323	26	)	)	PUNCT
ap-10161	324	1	f	f	PROPN
ap-10161	325	1	′′	′′	PROPN
ap-10161	325	2	(	(	PUNCT
ap-10161	325	3	0	0	NUM
ap-10161	325	4	)	)	PUNCT
ap-10161	325	5	0.1	0.1	NUM
ap-10161	325	6	0.2	0.2	NUM
ap-10161	325	7	0.1	0.1	NUM
ap-10161	325	8	0.5	0.5	NUM
ap-10161	325	9	0.5	0.5	NUM
ap-10161	325	10	0.5	0.5	NUM
ap-10161	325	11	0.71	0.71	NUM
ap-10161	325	12	0.3	0.3	NUM
ap-10161	325	13	0.2	0.2	NUM
ap-10161	325	14	3.4657648158	3.4657648158	NUM
ap-10161	325	15	0.3	0.3	NUM
ap-10161	325	16	3.4289756871	3.4289756871	NUM
ap-10161	325	17	0.5	0.5	NUM
ap-10161	325	18	3.4026578915	3.4026578915	NUM
ap-10161	325	19	0.4	0.4	NUM
ap-10161	325	20	3.4256756103	3.4256756103	NUM
ap-10161	325	21	0.6	0.6	NUM
ap-10161	325	22	3.3967304625	3.3967304625	NUM
ap-10161	325	23	0.4	0.4	NUM
ap-10161	325	24	3.4312875687	3.4312875687	NUM
ap-10161	325	25	0.7	0.7	NUM
ap-10161	325	26	3.4078760936	3.4078760936	NUM
ap-10161	325	27	0.8	0.8	NUM
ap-10161	325	28	3.4934809851	3.4934809851	NUM
ap-10161	325	29	1.2	1.2	NUM
ap-10161	325	30	3.5106587215	3.5106587215	NUM
ap-10161	325	31	0.7	0.7	NUM
ap-10161	325	32	3.5089763091	3.5089763091	NUM
ap-10161	325	33	0.9	0.9	NUM
ap-10161	325	34	3.5376803164	3.5376803164	NUM
ap-10161	325	35	1.0	1.0	NUM
ap-10161	325	36	3.5188582768	3.5188582768	NUM
ap-10161	325	37	1.5	1.5	NUM
ap-10161	325	38	3.5497567831	3.5497567831	NUM
ap-10161	325	39	1.00	1.00	NUM
ap-10161	325	40	3.4163546593	3.4163546593	NUM
ap-10161	325	41	7.00	7.00	NUM
ap-10161	325	42	3.3867645811	3.3867645811	NUM
ap-10161	325	43	0.5	0.5	NUM
ap-10161	325	44	3.4867630746	3.4867630746	NUM
ap-10161	325	45	0.7	0.7	NUM
ap-10161	325	46	3.5078640652	3.5078640652	NUM
ap-10161	325	47	0.5	0.5	NUM
ap-10161	325	48	3.4976290333	3.4976290333	NUM
ap-10161	325	49	0.8	0.8	NUM
ap-10161	325	50	3.5146903609	3.5146903609	NUM
ap-10161	325	51	table	table	NOUN
ap-10161	325	52	2	2	NUM
ap-10161	325	53	.	.	PUNCT
ap-10161	325	54	computational	computational	ADJ
ap-10161	325	55	values	value	NOUN
ap-10161	325	56	of	of	ADP
ap-10161	325	57	skin	skin	NOUN
ap-10161	325	58	-	-	PUNCT
ap-10161	325	59	friction	friction	NOUN
ap-10161	325	60	coefficient	coefficient	NOUN
ap-10161	325	61	(	(	PUNCT
ap-10161	325	62	1	1	NUM
ap-10161	325	63	+	+	SYM
ap-10161	325	64	1	1	NUM
ap-10161	325	65	β	β	NOUN
ap-10161	325	66	)	)	PUNCT
ap-10161	325	67	(	(	PUNCT
ap-10161	325	68	1	1	NUM
ap-10161	325	69	+	+	NUM
ap-10161	325	70	λ	λ	PROPN
ap-10161	325	71	2	2	NUM
ap-10161	325	72	f	f	NOUN
ap-10161	325	73	′′	′′	PROPN
ap-10161	325	74	(	(	PUNCT
ap-10161	325	75	0	0	NUM
ap-10161	325	76	)	)	PUNCT
ap-10161	325	77	)	)	PUNCT
ap-10161	325	78	f	f	PROPN
ap-10161	326	1	′′	′′	PROPN
ap-10161	326	2	(	(	PUNCT
ap-10161	326	3	0	0	NUM
ap-10161	326	4	)	)	PUNCT
ap-10161	326	5	.	.	PUNCT
ap-10161	327	1	m	m	VERB
ap-10161	327	2	β	β	X
ap-10161	327	3	λ	λ	X
ap-10161	327	4	gr	gr	PROPN
ap-10161	327	5	gc	gc	PROPN
ap-10161	327	6	δ	δ	PROPN
ap-10161	327	7	pr	pr	VERB
ap-10161	327	8	nb	nb	INTJ
ap-10161	327	9	nt	not	PART
ap-10161	327	10	(	(	PUNCT
ap-10161	327	11	1	1	NUM
ap-10161	327	12	+	+	SYM
ap-10161	327	13	1	1	NUM
ap-10161	327	14	β	β	NOUN
ap-10161	327	15	)	)	PUNCT
ap-10161	327	16	(	(	PUNCT
ap-10161	327	17	1	1	NUM
ap-10161	327	18	+	+	NUM
ap-10161	327	19	λ	λ	PROPN
ap-10161	327	20	2	2	NUM
ap-10161	327	21	g′′	g′′	NOUN
ap-10161	327	22	(	(	PUNCT
ap-10161	327	23	0	0	NUM
ap-10161	327	24	)	)	PUNCT
ap-10161	327	25	)	)	PUNCT
ap-10161	327	26	g′′	g′′	PROPN
ap-10161	327	27	(	(	PUNCT
ap-10161	327	28	0	0	NUM
ap-10161	327	29	)	)	PUNCT
ap-10161	327	30	0.1	0.1	NUM
ap-10161	327	31	0.2	0.2	NUM
ap-10161	327	32	0.1	0.1	NUM
ap-10161	327	33	0.5	0.5	NUM
ap-10161	327	34	0.5	0.5	NUM
ap-10161	327	35	0.5	0.5	NUM
ap-10161	327	36	0.71	0.71	NUM
ap-10161	327	37	0.3	0.3	NUM
ap-10161	327	38	0.2	0.2	NUM
ap-10161	327	39	2.8276029639	2.8276029639	NUM
ap-10161	327	40	0.3	0.3	NUM
ap-10161	327	41	2.7958618501	2.7958618501	NUM
ap-10161	327	42	0.5	0.5	NUM
ap-10161	327	43	2.7650651906	2.7650651906	NUM
ap-10161	327	44	0.4	0.4	NUM
ap-10161	327	45	2.8009609561	2.8009609561	NUM
ap-10161	327	46	0.6	0.6	NUM
ap-10161	328	1	2.7814774574	2.7814774574	NUM
ap-10161	328	2	0.4	0.4	NUM
ap-10161	328	3	2.7956708156	2.7956708156	NUM
ap-10161	328	4	0.7	0.7	NUM
ap-10161	328	5	2.7730460521	2.7730460521	NUM
ap-10161	328	6	0.8	0.8	NUM
ap-10161	328	7	2.8560146066	2.8560146066	NUM
ap-10161	328	8	1.2	1.2	NUM
ap-10161	328	9	2.8845025807	2.8845025807	NUM
ap-10161	328	10	0.7	0.7	NUM
ap-10161	328	11	2.8665016055	2.8665016055	NUM
ap-10161	328	12	0.9	0.9	NUM
ap-10161	328	13	2.9016082752	2.9016082752	NUM
ap-10161	328	14	1.0	1.0	NUM
ap-10161	328	15	2.8538765701	2.8538765701	NUM
ap-10161	328	16	1.5	1.5	NUM
ap-10161	328	17	2.8740657611	2.8740657611	NUM
ap-10161	328	18	1.00	1.00	NUM
ap-10161	328	19	2.7856861802	2.7856861802	NUM
ap-10161	328	20	7.00	7.00	NUM
ap-10161	328	21	2.7507647601	2.7507647601	NUM
ap-10161	328	22	0.5	0.5	NUM
ap-10161	328	23	2.8465876019	2.8465876019	NUM
ap-10161	328	24	0.7	0.7	NUM
ap-10161	328	25	2.8607620862	2.8607620862	NUM
ap-10161	328	26	0.5	0.5	NUM
ap-10161	328	27	2.8500569615	2.8500569615	NUM
ap-10161	328	28	0.8	0.8	NUM
ap-10161	328	29	2.8701695900	2.8701695900	NUM
ap-10161	328	30	table	table	NOUN
ap-10161	328	31	3	3	NUM
ap-10161	328	32	.	.	PUNCT
ap-10161	328	33	computational	computational	ADJ
ap-10161	328	34	values	value	NOUN
ap-10161	328	35	of	of	ADP
ap-10161	328	36	skin	skin	NOUN
ap-10161	328	37	-	-	PUNCT
ap-10161	328	38	friction	friction	NOUN
ap-10161	328	39	coefficient	coefficient	NOUN
ap-10161	328	40	(	(	PUNCT
ap-10161	328	41	1	1	NUM
ap-10161	328	42	+	+	SYM
ap-10161	328	43	1	1	NUM
ap-10161	328	44	β	β	NOUN
ap-10161	328	45	)	)	PUNCT
ap-10161	328	46	(	(	PUNCT
ap-10161	328	47	1	1	NUM
ap-10161	328	48	+	+	NUM
ap-10161	328	49	λ	λ	PROPN
ap-10161	328	50	2	2	NUM
ap-10161	328	51	g′′	g′′	NOUN
ap-10161	328	52	(	(	PUNCT
ap-10161	328	53	0	0	NUM
ap-10161	328	54	)	)	PUNCT
ap-10161	328	55	)	)	PUNCT
ap-10161	328	56	g′′	g′′	PROPN
ap-10161	328	57	(	(	PUNCT
ap-10161	328	58	0	0	NUM
ap-10161	328	59	)	)	PUNCT
ap-10161	328	60	.	.	PUNCT
ap-10161	329	1	487	487	NUM
ap-10161	329	2	b.	b.	PROPN
ap-10161	329	3	samudrala	samudrala	PROPN
ap-10161	329	4	,	,	PUNCT
ap-10161	329	5	k.	k.	PROPN
ap-10161	329	6	jayalakshmi	jayalakshmi	PROPN
ap-10161	329	7	,	,	PUNCT
ap-10161	329	8	m.	m.	NOUN
ap-10161	329	9	gundagani	gundagani	PROPN
ap-10161	329	10	acta	acta	PROPN
ap-10161	329	11	polytechnica	polytechnica	PROPN
ap-10161	329	12	du	du	PROPN
ap-10161	329	13	sr	sr	PROPN
ap-10161	329	14	le	le	PROPN
ap-10161	329	15	δ1	δ1	PROPN
ap-10161	329	16	δ2	δ2	VERB
ap-10161	329	17	lb	lb	ADP
ap-10161	329	18	pe	pe	PROPN
ap-10161	329	19	ω	ω	PROPN
ap-10161	329	20	(	(	PUNCT
ap-10161	329	21	1	1	NUM
ap-10161	329	22	+	+	SYM
ap-10161	329	23	1	1	NUM
ap-10161	329	24	β	β	NOUN
ap-10161	329	25	)	)	PUNCT
ap-10161	329	26	(	(	PUNCT
ap-10161	329	27	1	1	NUM
ap-10161	329	28	+	+	NUM
ap-10161	329	29	λ	λ	PROPN
ap-10161	329	30	2	2	NUM
ap-10161	329	31	f	f	NOUN
ap-10161	329	32	′′	′′	PROPN
ap-10161	329	33	(	(	PUNCT
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ap-10161	329	35	)	)	PUNCT
ap-10161	329	36	)	)	PUNCT
ap-10161	329	37	f	f	PROPN
ap-10161	330	1	′′	′′	PROPN
ap-10161	330	2	(	(	PUNCT
ap-10161	330	3	0	0	NUM
ap-10161	330	4	)	)	PUNCT
ap-10161	330	5	0.5	0.5	NUM
ap-10161	330	6	0.5	0.5	NUM
ap-10161	330	7	0.5	0.5	NUM
ap-10161	330	8	0.1	0.1	NUM
ap-10161	330	9	0.2	0.2	NUM
ap-10161	330	10	0.3	0.3	NUM
ap-10161	330	11	0.2	0.2	NUM
ap-10161	330	12	0.5	0.5	NUM
ap-10161	330	13	3.4657648158	3.4657648158	NUM
ap-10161	330	14	0.8	0.8	NUM
ap-10161	330	15	3.4860591649	3.4860591649	NUM
ap-10161	330	16	1.2	1.2	NUM
ap-10161	330	17	3.5014675245	3.5014675245	NUM
ap-10161	330	18	1.0	1.0	NUM
ap-10161	330	19	3.4967919099	3.4967919099	NUM
ap-10161	330	20	1.2	1.2	NUM
ap-10161	330	21	3.5168576821	3.5168576821	NUM
ap-10161	330	22	0.8	0.8	NUM
ap-10161	330	23	3.4389787653	3.4389787653	NUM
ap-10161	330	24	1.2	1.2	NUM
ap-10161	330	25	3.4067601645	3.4067601645	NUM
ap-10161	330	26	0.5	0.5	NUM
ap-10161	330	27	3.4967976903	3.4967976903	NUM
ap-10161	330	28	0.7	0.7	NUM
ap-10161	330	29	3.5132548344	3.5132548344	NUM
ap-10161	330	30	0.4	0.4	NUM
ap-10161	330	31	3.4906636091	3.4906636091	NUM
ap-10161	330	32	0.8	0.8	NUM
ap-10161	330	33	3.5298782815	3.5298782815	NUM
ap-10161	330	34	0.6	0.6	NUM
ap-10161	330	35	3.4296857681	3.4296857681	NUM
ap-10161	330	36	0.9	0.9	NUM
ap-10161	330	37	3.4016874432	3.4016874432	NUM
ap-10161	330	38	0.6	0.6	NUM
ap-10161	330	39	3.4160165091	3.4160165091	NUM
ap-10161	330	40	0.8	0.8	NUM
ap-10161	330	41	3.3901650926	3.3901650926	NUM
ap-10161	330	42	0.8	0.8	NUM
ap-10161	330	43	3.4086617871	3.4086617871	NUM
ap-10161	330	44	1.0	1.0	NUM
ap-10161	330	45	3.3815626506	3.3815626506	NUM
ap-10161	330	46	table	table	NOUN
ap-10161	330	47	4	4	NUM
ap-10161	330	48	.	.	PUNCT
ap-10161	330	49	computational	computational	ADJ
ap-10161	330	50	values	value	NOUN
ap-10161	330	51	of	of	ADP
ap-10161	330	52	skin	skin	NOUN
ap-10161	330	53	-	-	PUNCT
ap-10161	330	54	friction	friction	NOUN
ap-10161	330	55	coefficient	coefficient	NOUN
ap-10161	330	56	(	(	PUNCT
ap-10161	330	57	1	1	NUM
ap-10161	330	58	+	+	SYM
ap-10161	330	59	1	1	NUM
ap-10161	330	60	β	β	NOUN
ap-10161	330	61	)	)	PUNCT
ap-10161	330	62	(	(	PUNCT
ap-10161	330	63	1	1	NUM
ap-10161	330	64	+	+	NUM
ap-10161	330	65	λ	λ	PROPN
ap-10161	330	66	2	2	NUM
ap-10161	330	67	f	f	NOUN
ap-10161	330	68	′′	′′	PROPN
ap-10161	330	69	(	(	PUNCT
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ap-10161	330	71	)	)	PUNCT
ap-10161	330	72	)	)	PUNCT
ap-10161	330	73	f	f	PROPN
ap-10161	331	1	′′	′′	PROPN
ap-10161	331	2	(	(	PUNCT
ap-10161	331	3	0	0	NUM
ap-10161	331	4	)	)	PUNCT
ap-10161	331	5	.	.	PUNCT
ap-10161	332	1	du	du	PROPN
ap-10161	332	2	sr	sr	PROPN
ap-10161	332	3	le	le	PROPN
ap-10161	332	4	δ1	δ1	PROPN
ap-10161	332	5	δ2	δ2	VERB
ap-10161	332	6	lb	lb	ADP
ap-10161	332	7	pe	pe	PROPN
ap-10161	332	8	ω	ω	PROPN
ap-10161	332	9	(	(	PUNCT
ap-10161	332	10	1	1	NUM
ap-10161	332	11	+	+	SYM
ap-10161	332	12	1	1	NUM
ap-10161	332	13	β	β	NOUN
ap-10161	332	14	)	)	PUNCT
ap-10161	332	15	(	(	PUNCT
ap-10161	332	16	1	1	NUM
ap-10161	332	17	+	+	NUM
ap-10161	332	18	λ	λ	PROPN
ap-10161	332	19	2	2	NUM
ap-10161	332	20	g′′	g′′	NOUN
ap-10161	332	21	(	(	PUNCT
ap-10161	332	22	0	0	NUM
ap-10161	332	23	)	)	PUNCT
ap-10161	332	24	)	)	PUNCT
ap-10161	332	25	g′′	g′′	PROPN
ap-10161	332	26	(	(	PUNCT
ap-10161	332	27	0	0	NUM
ap-10161	332	28	)	)	PUNCT
ap-10161	332	29	0.5	0.5	NUM
ap-10161	332	30	0.5	0.5	NUM
ap-10161	332	31	0.5	0.5	NUM
ap-10161	332	32	0.1	0.1	NUM
ap-10161	332	33	0.2	0.2	NUM
ap-10161	332	34	0.3	0.3	NUM
ap-10161	332	35	0.2	0.2	NUM
ap-10161	332	36	0.5	0.5	NUM
ap-10161	332	37	2.8276029639	2.8276029639	NUM
ap-10161	332	38	0.8	0.8	NUM
ap-10161	332	39	2.8506501650	2.8506501650	NUM
ap-10161	332	40	1.2	1.2	NUM
ap-10161	332	41	2.8746545944	2.8746545944	NUM
ap-10161	332	42	1.0	1.0	NUM
ap-10161	332	43	2.8466791091	2.8466791091	NUM
ap-10161	332	44	1.2	1.2	NUM
ap-10161	332	45	2.8604665026	2.8604665026	NUM
ap-10161	332	46	0.8	0.8	NUM
ap-10161	332	47	2.7930762507	2.7930762507	NUM
ap-10161	332	48	1.2	1.2	NUM
ap-10161	332	49	2.7714872563	2.7714872563	NUM
ap-10161	332	50	0.5	0.5	NUM
ap-10161	332	51	2.8560691691	2.8560691691	NUM
ap-10161	332	52	0.7	0.7	NUM
ap-10161	332	53	2.8719676362	2.8719676362	NUM
ap-10161	332	54	0.4	0.4	NUM
ap-10161	332	55	2.8406065019	2.8406065019	NUM
ap-10161	332	56	0.8	0.8	NUM
ap-10161	332	57	2.8673065072	2.8673065072	NUM
ap-10161	332	58	0.6	0.6	NUM
ap-10161	332	59	2.7856064675	2.7856064675	NUM
ap-10161	332	60	0.9	0.9	NUM
ap-10161	332	61	2.7606756101	2.7606756101	NUM
ap-10161	332	62	0.6	0.6	NUM
ap-10161	332	63	2.7906967013	2.7906967013	NUM
ap-10161	332	64	0.8	0.8	NUM
ap-10161	332	65	2.7706767517	2.7706767517	NUM
ap-10161	332	66	0.8	0.8	NUM
ap-10161	332	67	2.7807657251	2.7807657251	NUM
ap-10161	332	68	1.0	1.0	NUM
ap-10161	332	69	2.7610607682	2.7610607682	NUM
ap-10161	332	70	table	table	NOUN
ap-10161	332	71	5	5	NUM
ap-10161	332	72	.	.	PUNCT
ap-10161	332	73	computational	computational	ADJ
ap-10161	332	74	values	value	NOUN
ap-10161	332	75	of	of	ADP
ap-10161	332	76	skin	skin	NOUN
ap-10161	332	77	-	-	PUNCT
ap-10161	332	78	friction	friction	NOUN
ap-10161	332	79	coefficient	coefficient	NOUN
ap-10161	332	80	(	(	PUNCT
ap-10161	332	81	1	1	NUM
ap-10161	332	82	+	+	SYM
ap-10161	332	83	1	1	NUM
ap-10161	332	84	β	β	NOUN
ap-10161	332	85	)	)	PUNCT
ap-10161	332	86	(	(	PUNCT
ap-10161	332	87	1	1	NUM
ap-10161	332	88	+	+	NUM
ap-10161	332	89	λ	λ	PROPN
ap-10161	332	90	2	2	NUM
ap-10161	332	91	g′′	g′′	NOUN
ap-10161	332	92	(	(	PUNCT
ap-10161	332	93	0	0	NUM
ap-10161	332	94	)	)	PUNCT
ap-10161	332	95	)	)	PUNCT
ap-10161	332	96	g′′	g′′	PROPN
ap-10161	332	97	(	(	PUNCT
ap-10161	332	98	0	0	NUM
ap-10161	332	99	)	)	PUNCT
ap-10161	332	100	.	.	PUNCT
ap-10161	333	1	pr	pr	PROPN
ap-10161	333	2	nb	nb	INTJ
ap-10161	333	3	nt	not	PART
ap-10161	333	4	du	du	PROPN
ap-10161	333	5	δ1	δ1	PROPN
ap-10161	333	6	nu	nu	PROPN
ap-10161	333	7	0.71	0.71	NUM
ap-10161	333	8	0.3	0.3	NUM
ap-10161	333	9	0.2	0.2	NUM
ap-10161	333	10	0.5	0.5	NUM
ap-10161	333	11	0.1	0.1	NUM
ap-10161	333	12	1.5606056108	1.5606056108	NUM
ap-10161	333	13	1.00	1.00	NUM
ap-10161	333	14	1.5395786181	1.5395786181	NUM
ap-10161	333	15	7.00	7.00	NUM
ap-10161	333	16	1.5038959821	1.5038959821	NUM
ap-10161	333	17	0.5	0.5	NUM
ap-10161	333	18	1.5809881953	1.5809881953	NUM
ap-10161	333	19	0.7	0.7	NUM
ap-10161	333	20	1.6084650711	1.6084650711	NUM
ap-10161	333	21	0.5	0.5	NUM
ap-10161	333	22	1.5969019193	1.5969019193	NUM
ap-10161	333	23	0.8	0.8	NUM
ap-10161	333	24	1.6154865298	1.6154865298	NUM
ap-10161	333	25	0.8	0.8	NUM
ap-10161	333	26	1.6056704184	1.6056704184	NUM
ap-10161	333	27	1.2	1.2	NUM
ap-10161	333	28	1.6248568223	1.6248568223	NUM
ap-10161	333	29	0.5	0.5	NUM
ap-10161	333	30	1.5986797903	1.5986797903	NUM
ap-10161	333	31	0.7	0.7	NUM
ap-10161	333	32	1.6145474856	1.6145474856	NUM
ap-10161	333	33	table	table	NOUN
ap-10161	333	34	6	6	NUM
ap-10161	333	35	.	.	PUNCT
ap-10161	334	1	computational	computational	ADJ
ap-10161	334	2	values	value	NOUN
ap-10161	334	3	of	of	ADP
ap-10161	334	4	heat	heat	NOUN
ap-10161	334	5	transfer	transfer	NOUN
ap-10161	334	6	rate	rate	NOUN
ap-10161	334	7	coefficient	coefficient	NOUN
ap-10161	334	8	for	for	ADP
ap-10161	334	9	variations	variation	NOUN
ap-10161	334	10	of	of	ADP
ap-10161	334	11	pr	pr	NOUN
ap-10161	334	12	,	,	PUNCT
ap-10161	334	13	nb	nb	INTJ
ap-10161	334	14	,	,	PUNCT
ap-10161	334	15	nt	not	PART
ap-10161	334	16	,	,	PUNCT
ap-10161	334	17	du	du	X
ap-10161	334	18	,	,	PUNCT
ap-10161	334	19	and	and	CCONJ
ap-10161	334	20	δ1	δ1	NOUN
ap-10161	334	21	.	.	PUNCT
ap-10161	335	1	le	le	PROPN
ap-10161	335	2	nb	nb	PROPN
ap-10161	335	3	nt	not	PART
ap-10161	335	4	sr	sr	PROPN
ap-10161	335	5	δ2	δ2	VERB
ap-10161	335	6	sh	sh	PROPN
ap-10161	335	7	0.5	0.5	NUM
ap-10161	335	8	0.3	0.3	NUM
ap-10161	335	9	0.2	0.2	NUM
ap-10161	335	10	0.5	0.5	NUM
ap-10161	335	11	0.2	0.2	NUM
ap-10161	335	12	2.2657657870	2.2657657870	NUM
ap-10161	335	13	0.8	0.8	NUM
ap-10161	335	14	2.2485465567	2.2485465567	NUM
ap-10161	335	15	1.2	1.2	NUM
ap-10161	335	16	2.2087635568	2.2087635568	NUM
ap-10161	335	17	0.5	0.5	NUM
ap-10161	335	18	2.2307657812	2.2307657812	NUM
ap-10161	335	19	0.7	0.7	NUM
ap-10161	335	20	2.2067806146	2.2067806146	NUM
ap-10161	335	21	0.5	0.5	NUM
ap-10161	335	22	2.2967604176	2.2967604176	NUM
ap-10161	335	23	0.8	0.8	NUM
ap-10161	335	24	2.3156589552	2.3156589552	NUM
ap-10161	335	25	1.0	1.0	NUM
ap-10161	335	26	2.3067160464	2.3067160464	NUM
ap-10161	335	27	1.2	1.2	NUM
ap-10161	335	28	2.3265876851	2.3265876851	NUM
ap-10161	335	29	0.4	0.4	NUM
ap-10161	335	30	2.2856708725	2.2856708725	NUM
ap-10161	335	31	0.8	0.8	NUM
ap-10161	335	32	2.3057787447	2.3057787447	NUM
ap-10161	335	33	table	table	NOUN
ap-10161	335	34	7	7	NUM
ap-10161	335	35	.	.	PUNCT
ap-10161	335	36	computational	computational	ADJ
ap-10161	335	37	values	value	NOUN
ap-10161	335	38	of	of	ADP
ap-10161	335	39	mass	mass	ADJ
ap-10161	335	40	transfer	transfer	NOUN
ap-10161	335	41	rate	rate	NOUN
ap-10161	335	42	coefficient	coefficient	NOUN
ap-10161	335	43	for	for	ADP
ap-10161	335	44	variations	variation	NOUN
ap-10161	335	45	of	of	ADP
ap-10161	335	46	le	le	X
ap-10161	335	47	,	,	PUNCT
ap-10161	335	48	nb	nb	INTJ
ap-10161	335	49	,	,	PUNCT
ap-10161	335	50	nt	not	PART
ap-10161	335	51	,	,	PUNCT
ap-10161	335	52	sr	sr	PROPN
ap-10161	335	53	,	,	PUNCT
ap-10161	335	54	and	and	CCONJ
ap-10161	335	55	δ2	δ2	VERB
ap-10161	335	56	.	.	PUNCT
ap-10161	336	1	488	488	NUM
ap-10161	336	2	vol	vol	NOUN
ap-10161	336	3	.	.	PUNCT
ap-10161	337	1	65	65	NUM
ap-10161	337	2	no	no	NOUN
ap-10161	337	3	.	.	PUNCT
ap-10161	338	1	4/2025	4/2025	NUM
ap-10161	338	2	effects	effect	NOUN
ap-10161	338	3	of	of	ADP
ap-10161	338	4	coupled	couple	VERB
ap-10161	338	5	diffusion	diffusion	NOUN
ap-10161	338	6	and	and	CCONJ
ap-10161	338	7	buoyancy	buoyancy	NOUN
ap-10161	338	8	forces	force	NOUN
ap-10161	338	9	on	on	ADP
ap-10161	338	10	three	three	NUM
ap-10161	338	11	-	-	PUNCT
ap-10161	338	12	dimensional	dimensional	ADJ
ap-10161	338	13	.	.	PUNCT
ap-10161	338	14	.	.	PUNCT
ap-10161	338	15	.	.	PUNCT
ap-10161	339	1	lb	lb	X
ap-10161	339	2	pe	pe	PROPN
ap-10161	339	3	ω	ω	PROPN
ap-10161	339	4	nh	nh	PROPN
ap-10161	339	5	0.3	0.3	NUM
ap-10161	339	6	0.2	0.2	NUM
ap-10161	339	7	0.5	0.5	NUM
ap-10161	339	8	1.3856847618	1.3856847618	NUM
ap-10161	339	9	0.6	0.6	NUM
ap-10161	339	10	1.3506576101	1.3506576101	NUM
ap-10161	339	11	0.9	0.9	NUM
ap-10161	339	12	1.3396760936	1.3396760936	NUM
ap-10161	339	13	0.6	0.6	NUM
ap-10161	339	14	1.3587636401	1.3587636401	NUM
ap-10161	339	15	0.8	0.8	NUM
ap-10161	339	16	1.3306763109	1.3306763109	NUM
ap-10161	339	17	0.8	0.8	NUM
ap-10161	339	18	1.3490619364	1.3490619364	NUM
ap-10161	339	19	1.0	1.0	NUM
ap-10161	339	20	1.3076870139	1.3076870139	NUM
ap-10161	339	21	table	table	NOUN
ap-10161	339	22	8	8	NUM
ap-10161	339	23	.	.	PUNCT
ap-10161	340	1	computational	computational	ADJ
ap-10161	340	2	values	value	NOUN
ap-10161	340	3	of	of	ADP
ap-10161	340	4	motile	motile	ADJ
ap-10161	340	5	density	density	NOUN
ap-10161	340	6	coefficient	coefficient	NOUN
ap-10161	340	7	for	for	ADP
ap-10161	340	8	variations	variation	NOUN
ap-10161	340	9	of	of	ADP
ap-10161	340	10	lb	lb	NOUN
ap-10161	340	11	,	,	PUNCT
ap-10161	340	12	pe	pe	X
ap-10161	340	13	,	,	PUNCT
ap-10161	340	14	and	and	CCONJ
ap-10161	340	15	ω	ω	X
ap-10161	340	16	.	.	PROPN
ap-10161	341	1	5.5	5.5	NUM
ap-10161	341	2	.	.	PUNCT
ap-10161	342	1	validation	validation	NOUN
ap-10161	342	2	and	and	CCONJ
ap-10161	342	3	comparative	comparative	ADJ
ap-10161	342	4	analysis	analysis	NOUN
ap-10161	342	5	table	table	NOUN
ap-10161	342	6	1	1	NUM
ap-10161	342	7	validates	validate	VERB
ap-10161	342	8	the	the	DET
ap-10161	342	9	numerical	numerical	ADJ
ap-10161	342	10	methodology	methodology	NOUN
ap-10161	342	11	by	by	ADP
ap-10161	342	12	comparing	compare	VERB
ap-10161	342	13	heat	heat	NOUN
ap-10161	342	14	transfer	transfer	NOUN
ap-10161	342	15	rates	rate	NOUN
ap-10161	342	16	(	(	PUNCT
ap-10161	342	17	nu	nu	NOUN
ap-10161	342	18	)	)	PUNCT
ap-10161	342	19	with	with	ADP
ap-10161	342	20	previous	previous	ADJ
ap-10161	342	21	study	study	NOUN
ap-10161	342	22	[	[	X
ap-10161	342	23	50	50	NUM
ap-10161	342	24	]	]	PUNCT
ap-10161	342	25	.	.	PUNCT
ap-10161	343	1	the	the	DET
ap-10161	343	2	maximum	maximum	ADJ
ap-10161	343	3	deviation	deviation	NOUN
ap-10161	343	4	of	of	ADP
ap-10161	343	5	2.9	2.9	NUM
ap-10161	343	6	%	%	NOUN
ap-10161	343	7	confirms	confirm	VERB
ap-10161	343	8	the	the	DET
ap-10161	343	9	solution	solution	NOUN
ap-10161	343	10	accuracy	accuracy	NOUN
ap-10161	343	11	.	.	PUNCT
ap-10161	344	1	6	6	X
ap-10161	344	2	.	.	X
ap-10161	344	3	conclusion	conclusion	VERB
ap-10161	344	4	the	the	DET
ap-10161	344	5	objective	objective	NOUN
ap-10161	344	6	of	of	ADP
ap-10161	344	7	this	this	DET
ap-10161	344	8	study	study	NOUN
ap-10161	344	9	was	be	AUX
ap-10161	344	10	to	to	PART
ap-10161	344	11	examine	examine	VERB
ap-10161	344	12	the	the	DET
ap-10161	344	13	physics	physics	NOUN
ap-10161	344	14	of	of	ADP
ap-10161	344	15	fluid	fluid	ADJ
ap-10161	344	16	flow	flow	NOUN
ap-10161	344	17	,	,	PUNCT
ap-10161	344	18	particularly	particularly	ADV
ap-10161	344	19	the	the	DET
ap-10161	344	20	interconnected	interconnected	ADJ
ap-10161	344	21	diffusion	diffusion	NOUN
ap-10161	344	22	effects	effect	NOUN
ap-10161	344	23	of	of	ADP
ap-10161	344	24	williamson	williamson	PROPN
ap-10161	344	25	-	-	PUNCT
ap-10161	344	26	casson	casson	PROPN
ap-10161	344	27	fluid	fluid	NOUN
ap-10161	344	28	flowing	flow	VERB
ap-10161	344	29	over	over	ADP
ap-10161	344	30	a	a	DET
ap-10161	344	31	stretched	stretch	VERB
ap-10161	344	32	sheet	sheet	NOUN
ap-10161	344	33	in	in	ADP
ap-10161	344	34	the	the	DET
ap-10161	344	35	presence	presence	NOUN
ap-10161	344	36	of	of	ADP
ap-10161	344	37	microorganisms	microorganism	NOUN
ap-10161	344	38	,	,	PUNCT
ap-10161	344	39	nanoparticles	nanoparticle	NOUN
ap-10161	344	40	,	,	PUNCT
ap-10161	344	41	buoyancy	buoyancy	NOUN
ap-10161	344	42	forces	force	NOUN
ap-10161	344	43	,	,	PUNCT
ap-10161	344	44	temperature	temperature	NOUN
ap-10161	344	45	biot	biot	ADJ
ap-10161	344	46	number	number	NOUN
ap-10161	344	47	,	,	PUNCT
ap-10161	344	48	mass	mass	ADJ
ap-10161	344	49	biot	biot	ADJ
ap-10161	344	50	number	number	NOUN
ap-10161	344	51	,	,	PUNCT
ap-10161	344	52	and	and	CCONJ
ap-10161	344	53	magnetic	magnetic	ADJ
ap-10161	344	54	fields	field	NOUN
ap-10161	344	55	.	.	PUNCT
ap-10161	345	1	to	to	PART
ap-10161	345	2	show	show	VERB
ap-10161	345	3	how	how	SCONJ
ap-10161	345	4	the	the	DET
ap-10161	345	5	engineering	engineering	NOUN
ap-10161	345	6	factors	factor	NOUN
ap-10161	345	7	affect	affect	VERB
ap-10161	345	8	the	the	DET
ap-10161	345	9	primary	primary	ADJ
ap-10161	345	10	velocity	velocity	NOUN
ap-10161	345	11	,	,	PUNCT
ap-10161	345	12	secondary	secondary	ADJ
ap-10161	345	13	velocity	velocity	NOUN
ap-10161	345	14	,	,	PUNCT
ap-10161	345	15	temperature	temperature	NOUN
ap-10161	345	16	,	,	PUNCT
ap-10161	345	17	concentration	concentration	NOUN
ap-10161	345	18	,	,	PUNCT
ap-10161	345	19	and	and	CCONJ
ap-10161	345	20	microorganism	microorganism	NOUN
ap-10161	345	21	profiles	profile	NOUN
ap-10161	345	22	,	,	PUNCT
ap-10161	345	23	we	we	PRON
ap-10161	345	24	used	use	VERB
ap-10161	345	25	the	the	DET
ap-10161	345	26	appropriate	appropriate	ADJ
ap-10161	345	27	mathematical	mathematical	ADJ
ap-10161	345	28	approaches	approach	NOUN
ap-10161	345	29	to	to	PART
ap-10161	345	30	modify	modify	VERB
ap-10161	345	31	the	the	DET
ap-10161	345	32	differential	differential	ADJ
ap-10161	345	33	equations	equation	NOUN
ap-10161	345	34	that	that	PRON
ap-10161	345	35	describe	describe	VERB
ap-10161	345	36	the	the	DET
ap-10161	345	37	phenomena	phenomenon	NOUN
ap-10161	345	38	.	.	PUNCT
ap-10161	346	1	graphs	graph	NOUN
ap-10161	346	2	were	be	AUX
ap-10161	346	3	then	then	ADV
ap-10161	346	4	used	use	VERB
ap-10161	346	5	to	to	PART
ap-10161	346	6	show	show	VERB
ap-10161	346	7	what	what	PRON
ap-10161	346	8	happened	happen	VERB
ap-10161	346	9	after	after	ADP
ap-10161	346	10	this	this	DET
ap-10161	346	11	modification	modification	NOUN
ap-10161	346	12	.	.	PUNCT
ap-10161	347	1	the	the	DET
ap-10161	347	2	following	follow	VERB
ap-10161	347	3	is	be	AUX
ap-10161	347	4	a	a	DET
ap-10161	347	5	complete	complete	ADJ
ap-10161	347	6	list	list	NOUN
ap-10161	347	7	of	of	ADP
ap-10161	347	8	the	the	DET
ap-10161	347	9	most	most	ADV
ap-10161	347	10	important	important	ADJ
ap-10161	347	11	findings	finding	NOUN
ap-10161	347	12	:	:	PUNCT
ap-10161	347	13	•	•	ADP
ap-10161	347	14	to	to	PART
ap-10161	347	15	improve	improve	VERB
ap-10161	347	16	the	the	DET
ap-10161	347	17	primary	primary	ADJ
ap-10161	347	18	and	and	CCONJ
ap-10161	347	19	secondary	secondary	ADJ
ap-10161	347	20	velocity	velocity	NOUN
ap-10161	347	21	profiles	profile	NOUN
ap-10161	347	22	,	,	PUNCT
ap-10161	347	23	the	the	DET
ap-10161	347	24	casson	casson	PROPN
ap-10161	347	25	parameter	parameter	NOUN
ap-10161	347	26	must	must	AUX
ap-10161	347	27	be	be	AUX
ap-10161	347	28	increased	increase	VERB
ap-10161	347	29	.	.	PUNCT
ap-10161	348	1	this	this	PRON
ap-10161	348	2	is	be	AUX
ap-10161	348	3	because	because	SCONJ
ap-10161	348	4	fluids	fluid	NOUN
ap-10161	348	5	with	with	ADP
ap-10161	348	6	minimal	minimal	ADJ
ap-10161	348	7	shear	shear	NOUN
ap-10161	348	8	stress	stress	NOUN
ap-10161	348	9	do	do	AUX
ap-10161	348	10	not	not	PART
ap-10161	348	11	yield	yield	VERB
ap-10161	348	12	easily	easily	ADV
ap-10161	348	13	.	.	PUNCT
ap-10161	349	1	on	on	ADP
ap-10161	349	2	the	the	DET
ap-10161	349	3	other	other	ADJ
ap-10161	349	4	hand	hand	NOUN
ap-10161	349	5	,	,	PUNCT
ap-10161	349	6	raising	raise	VERB
ap-10161	349	7	the	the	DET
ap-10161	349	8	shear	shear	NOUN
ap-10161	349	9	stresses	stress	NOUN
ap-10161	349	10	will	will	AUX
ap-10161	349	11	cause	cause	VERB
ap-10161	349	12	yielding	yield	VERB
ap-10161	349	13	,	,	PUNCT
ap-10161	349	14	which	which	PRON
ap-10161	349	15	will	will	AUX
ap-10161	349	16	make	make	VERB
ap-10161	349	17	the	the	DET
ap-10161	349	18	flow	flow	NOUN
ap-10161	349	19	more	more	ADV
ap-10161	349	20	stable	stable	ADJ
ap-10161	349	21	and	and	CCONJ
ap-10161	349	22	faster	fast	ADJ
ap-10161	349	23	.	.	PUNCT
ap-10161	350	1	•	•	NUM
ap-10161	350	2	the	the	DET
ap-10161	350	3	thermal	thermal	ADJ
ap-10161	350	4	and	and	CCONJ
ap-10161	350	5	mass	mass	ADJ
ap-10161	350	6	grashof	grashof	ADJ
ap-10161	350	7	numbers	number	NOUN
ap-10161	350	8	both	both	PRON
ap-10161	350	9	help	help	VERB
ap-10161	350	10	to	to	PART
ap-10161	350	11	improve	improve	VERB
ap-10161	350	12	the	the	DET
ap-10161	350	13	primary	primary	ADJ
ap-10161	350	14	and	and	CCONJ
ap-10161	350	15	secondary	secondary	ADJ
ap-10161	350	16	velocity	velocity	NOUN
ap-10161	350	17	profiles	profile	NOUN
ap-10161	350	18	.	.	PUNCT
ap-10161	351	1	this	this	PRON
ap-10161	351	2	shows	show	VERB
ap-10161	351	3	how	how	SCONJ
ap-10161	351	4	buoyancy	buoyancy	ADJ
ap-10161	351	5	forces	force	NOUN
ap-10161	351	6	are	be	AUX
ap-10161	351	7	affected	affect	VERB
ap-10161	351	8	by	by	ADP
ap-10161	351	9	changes	change	NOUN
ap-10161	351	10	in	in	ADP
ap-10161	351	11	temperature	temperature	NOUN
ap-10161	351	12	and	and	CCONJ
ap-10161	351	13	concentration	concentration	NOUN
ap-10161	351	14	gradients	gradient	NOUN
ap-10161	351	15	.	.	PUNCT
ap-10161	352	1	•	•	NUM
ap-10161	352	2	the	the	DET
ap-10161	352	3	research	research	NOUN
ap-10161	352	4	revealed	reveal	VERB
ap-10161	352	5	that	that	SCONJ
ap-10161	352	6	the	the	DET
ap-10161	352	7	magnetic	magnetic	ADJ
ap-10161	352	8	parameter	parameter	NOUN
ap-10161	352	9	adversely	adversely	ADV
ap-10161	352	10	affected	affect	VERB
ap-10161	352	11	both	both	CCONJ
ap-10161	352	12	the	the	DET
ap-10161	352	13	primary	primary	ADJ
ap-10161	352	14	and	and	CCONJ
ap-10161	352	15	secondary	secondary	ADJ
ap-10161	352	16	velocity	velocity	NOUN
ap-10161	352	17	profiles	profile	NOUN
ap-10161	352	18	.	.	PUNCT
ap-10161	353	1	•	•	NUM
ap-10161	353	2	the	the	DET
ap-10161	353	3	prandtl	prandtl	NOUN
ap-10161	353	4	number	number	NOUN
ap-10161	353	5	decreased	decrease	VERB
ap-10161	353	6	the	the	DET
ap-10161	353	7	temperature	temperature	NOUN
ap-10161	353	8	profiles	profile	NOUN
ap-10161	353	9	,	,	PUNCT
ap-10161	353	10	while	while	SCONJ
ap-10161	353	11	the	the	DET
ap-10161	353	12	dufour	dufour	PROPN
ap-10161	353	13	number	number	NOUN
ap-10161	353	14	,	,	PUNCT
ap-10161	353	15	thermophoresis	thermophoresis	NOUN
ap-10161	353	16	,	,	PUNCT
ap-10161	353	17	and	and	CCONJ
ap-10161	353	18	brownian	brownian	ADJ
ap-10161	353	19	motion	motion	NOUN
ap-10161	353	20	effects	effect	NOUN
ap-10161	353	21	increased	increase	VERB
ap-10161	353	22	them	they	PRON
ap-10161	353	23	.	.	PUNCT
ap-10161	354	1	•	•	CCONJ
ap-10161	354	2	the	the	DET
ap-10161	354	3	temperature	temperature	NOUN
ap-10161	354	4	profiles	profile	NOUN
ap-10161	354	5	increase	increase	VERB
ap-10161	354	6	as	as	ADP
ap-10161	354	7	the	the	DET
ap-10161	354	8	thermal	thermal	ADJ
ap-10161	354	9	biot	biot	ADJ
ap-10161	354	10	number	number	NOUN
ap-10161	354	11	increases	increase	NOUN
ap-10161	354	12	.	.	PUNCT
ap-10161	355	1	•	•	NUM
ap-10161	355	2	the	the	DET
ap-10161	355	3	soret	soret	NOUN
ap-10161	355	4	number	number	NOUN
ap-10161	355	5	,	,	PUNCT
ap-10161	355	6	mass	mass	ADJ
ap-10161	355	7	biot	biot	ADJ
ap-10161	355	8	number	number	NOUN
ap-10161	355	9	,	,	PUNCT
ap-10161	355	10	and	and	CCONJ
ap-10161	355	11	thermophoresis	thermophoresis	NOUN
ap-10161	355	12	show	show	VERB
ap-10161	355	13	better	well	ADJ
ap-10161	355	14	concentration	concentration	NOUN
ap-10161	355	15	profiles	profile	NOUN
ap-10161	355	16	.	.	PUNCT
ap-10161	356	1	conversely	conversely	ADV
ap-10161	356	2	,	,	PUNCT
ap-10161	356	3	the	the	DET
ap-10161	356	4	increase	increase	NOUN
ap-10161	356	5	in	in	ADP
ap-10161	356	6	the	the	DET
ap-10161	356	7	lewis	lewis	PROPN
ap-10161	356	8	number	number	NOUN
ap-10161	356	9	and	and	CCONJ
ap-10161	356	10	brownian	brownian	ADJ
ap-10161	356	11	motion	motion	NOUN
ap-10161	356	12	has	have	AUX
ap-10161	356	13	led	lead	VERB
ap-10161	356	14	to	to	ADP
ap-10161	356	15	a	a	DET
ap-10161	356	16	decrease	decrease	NOUN
ap-10161	356	17	in	in	ADP
ap-10161	356	18	these	these	DET
ap-10161	356	19	concentration	concentration	NOUN
ap-10161	356	20	patterns	pattern	NOUN
ap-10161	356	21	.	.	PUNCT
ap-10161	357	1	in	in	ADP
ap-10161	357	2	conclusion	conclusion	NOUN
ap-10161	357	3	,	,	PUNCT
ap-10161	357	4	given	give	VERB
ap-10161	357	5	the	the	DET
ap-10161	357	6	limited	limited	ADJ
ap-10161	357	7	values	value	NOUN
ap-10161	357	8	of	of	ADP
ap-10161	357	9	these	these	DET
ap-10161	357	10	parameters	parameter	NOUN
ap-10161	357	11	,	,	PUNCT
ap-10161	357	12	a	a	DET
ap-10161	357	13	comparison	comparison	NOUN
ap-10161	357	14	between	between	ADP
ap-10161	357	15	the	the	DET
ap-10161	357	16	present	present	ADJ
ap-10161	357	17	research	research	NOUN
ap-10161	357	18	and	and	CCONJ
ap-10161	357	19	the	the	DET
ap-10161	357	20	work	work	NOUN
ap-10161	357	21	of	of	ADP
ap-10161	357	22	vinita	vinita	PROPN
ap-10161	357	23	makkar	makkar	PROPN
ap-10161	357	24	and	and	CCONJ
ap-10161	357	25	prerna	prerna	PROPN
ap-10161	357	26	batra	batra	PROPN
ap-10161	357	27	[	[	X
ap-10161	357	28	50	50	NUM
ap-10161	357	29	]	]	PUNCT
ap-10161	357	30	is	be	AUX
ap-10161	357	31	warranted	warrant	VERB
ap-10161	357	32	.	.	PUNCT
ap-10161	358	1	limitations	limitation	NOUN
ap-10161	358	2	:	:	PUNCT
ap-10161	358	3	it	it	PRON
ap-10161	358	4	neglects	neglect	VERB
ap-10161	358	5	viscous	viscous	ADJ
ap-10161	358	6	dissipation	dissipation	NOUN
ap-10161	358	7	and	and	CCONJ
ap-10161	358	8	joule	joule	NOUN
ap-10161	358	9	heating	heating	NOUN
ap-10161	358	10	,	,	PUNCT
ap-10161	358	11	which	which	PRON
ap-10161	358	12	may	may	AUX
ap-10161	358	13	affect	affect	VERB
ap-10161	358	14	thermal	thermal	ADJ
ap-10161	358	15	behaviour	behaviour	NOUN
ap-10161	358	16	in	in	ADP
ap-10161	358	17	high	high	ADJ
ap-10161	358	18	-	-	PUNCT
ap-10161	358	19	velocity	velocity	NOUN
ap-10161	358	20	or	or	CCONJ
ap-10161	358	21	high	high	ADJ
ap-10161	358	22	-	-	PUNCT
ap-10161	358	23	magnetic	magnetic	ADJ
ap-10161	358	24	-	-	PUNCT
ap-10161	358	25	field	field	NOUN
ap-10161	358	26	flows	flow	NOUN
ap-10161	358	27	.	.	PUNCT
ap-10161	359	1	chemical	chemical	ADJ
ap-10161	359	2	reactions	reaction	NOUN
ap-10161	359	3	and	and	CCONJ
ap-10161	359	4	induced	induce	VERB
ap-10161	359	5	magnetic	magnetic	ADJ
ap-10161	359	6	fields	field	NOUN
ap-10161	359	7	are	be	AUX
ap-10161	359	8	ignored	ignore	VERB
ap-10161	359	9	,	,	PUNCT
ap-10161	359	10	restricting	restrict	VERB
ap-10161	359	11	applicability	applicability	NOUN
ap-10161	359	12	.	.	PUNCT
ap-10161	360	1	numerical	numerical	ADJ
ap-10161	360	2	solutions	solution	NOUN
ap-10161	360	3	rely	rely	VERB
ap-10161	360	4	on	on	ADP
ap-10161	360	5	approximations	approximation	NOUN
ap-10161	360	6	,	,	PUNCT
ap-10161	360	7	and	and	CCONJ
ap-10161	360	8	far	far	ADV
ap-10161	360	9	-	-	PUNCT
ap-10161	360	10	field	field	NOUN
ap-10161	360	11	boundary	boundary	ADJ
ap-10161	360	12	conditions	condition	NOUN
ap-10161	360	13	may	may	AUX
ap-10161	360	14	not	not	PART
ap-10161	360	15	fully	fully	ADV
ap-10161	360	16	capture	capture	VERB
ap-10161	360	17	asymptotic	asymptotic	ADJ
ap-10161	360	18	behaviour	behaviour	NOUN
ap-10161	360	19	.	.	PUNCT
ap-10161	361	1	experimental	experimental	ADJ
ap-10161	361	2	validation	validation	NOUN
ap-10161	361	3	is	be	AUX
ap-10161	361	4	lacking	lack	VERB
ap-10161	361	5	,	,	PUNCT
ap-10161	361	6	limiting	limit	VERB
ap-10161	361	7	real	real	ADJ
ap-10161	361	8	-	-	PUNCT
ap-10161	361	9	world	world	NOUN
ap-10161	361	10	reliability	reliability	NOUN
ap-10161	361	11	.	.	PUNCT
ap-10161	362	1	microorganism	microorganism	NOUN
ap-10161	362	2	dynamics	dynamic	NOUN
ap-10161	362	3	are	be	AUX
ap-10161	362	4	simplified	simplify	VERB
ap-10161	362	5	,	,	PUNCT
ap-10161	362	6	assuming	assume	VERB
ap-10161	362	7	uniform	uniform	ADJ
ap-10161	362	8	behaviour	behaviour	NOUN
ap-10161	362	9	without	without	ADP
ap-10161	362	10	considering	consider	VERB
ap-10161	362	11	spatial	spatial	ADJ
ap-10161	362	12	heterogeneity	heterogeneity	NOUN
ap-10161	362	13	or	or	CCONJ
ap-10161	362	14	adaptive	adaptive	ADJ
ap-10161	362	15	responses	response	NOUN
ap-10161	362	16	.	.	PUNCT
ap-10161	363	1	these	these	DET
ap-10161	363	2	constraints	constraint	NOUN
ap-10161	363	3	suggest	suggest	VERB
ap-10161	363	4	the	the	DET
ap-10161	363	5	need	need	NOUN
ap-10161	363	6	for	for	ADP
ap-10161	363	7	more	more	ADV
ap-10161	363	8	comprehensive	comprehensive	ADJ
ap-10161	363	9	modelling	modelling	NOUN
ap-10161	363	10	and	and	CCONJ
ap-10161	363	11	empirical	empirical	ADJ
ap-10161	363	12	verification	verification	NOUN
ap-10161	363	13	.	.	PUNCT
ap-10161	364	1	future	future	ADJ
ap-10161	364	2	research	research	NOUN
ap-10161	364	3	directions	direction	NOUN
ap-10161	364	4	•	•	ADP
ap-10161	364	5	enhance	enhance	NOUN
ap-10161	364	6	models	model	NOUN
ap-10161	364	7	with	with	ADP
ap-10161	364	8	viscous	viscous	ADJ
ap-10161	364	9	dissipation	dissipation	NOUN
ap-10161	364	10	,	,	PUNCT
ap-10161	364	11	joule	joule	NOUN
ap-10161	364	12	heating	heating	NOUN
ap-10161	364	13	,	,	PUNCT
ap-10161	364	14	and	and	CCONJ
ap-10161	364	15	chemical	chemical	NOUN
ap-10161	364	16	reactions	reaction	NOUN
ap-10161	364	17	.	.	PUNCT
ap-10161	365	1	•	•	NUM
ap-10161	365	2	use	use	VERB
ap-10161	365	3	advanced	advanced	ADJ
ap-10161	365	4	numerical	numerical	ADJ
ap-10161	365	5	methods	method	NOUN
ap-10161	365	6	such	such	ADJ
ap-10161	365	7	as	as	ADP
ap-10161	365	8	machine	machine	NOUN
ap-10161	365	9	learning	learning	NOUN
ap-10161	365	10	for	for	ADP
ap-10161	365	11	complex	complex	ADJ
ap-10161	365	12	nonlinearities	nonlinearitie	NOUN
ap-10161	365	13	.	.	PUNCT
ap-10161	366	1	•	•	NUM
ap-10161	366	2	validate	validate	ADJ
ap-10161	366	3	findings	finding	NOUN
ap-10161	366	4	experimentally	experimentally	ADV
ap-10161	366	5	,	,	PUNCT
ap-10161	366	6	especially	especially	ADV
ap-10161	366	7	for	for	ADP
ap-10161	366	8	bioconvection	bioconvection	NOUN
ap-10161	366	9	.	.	PUNCT
ap-10161	367	1	•	•	NUM
ap-10161	367	2	study	study	NOUN
ap-10161	367	3	microorganism	microorganism	NOUN
ap-10161	367	4	-	-	PUNCT
ap-10161	367	5	nanoparticle	nanoparticle	NOUN
ap-10161	367	6	interactions	interaction	NOUN
ap-10161	367	7	and	and	CCONJ
ap-10161	367	8	industrial	industrial	ADJ
ap-10161	367	9	applications	application	NOUN
ap-10161	367	10	.	.	PUNCT
ap-10161	368	1	•	•	NUM
ap-10161	368	2	explore	explore	VERB
ap-10161	368	3	flows	flow	NOUN
ap-10161	368	4	over	over	ADP
ap-10161	368	5	complex	complex	ADJ
ap-10161	368	6	geometries	geometry	NOUN
ap-10161	368	7	(	(	PUNCT
ap-10161	368	8	e.g.	e.g.	ADV
ap-10161	368	9	wavy	wavy	ADJ
ap-10161	368	10	walls	wall	NOUN
ap-10161	368	11	)	)	PUNCT
ap-10161	368	12	for	for	ADP
ap-10161	368	13	real	real	ADJ
ap-10161	368	14	-	-	PUNCT
ap-10161	368	15	world	world	NOUN
ap-10161	368	16	relevance	relevance	NOUN
ap-10161	368	17	.	.	PUNCT
ap-10161	369	1	•	•	NUM
ap-10161	369	2	optimise	optimise	ADJ
ap-10161	369	3	parameters	parameter	NOUN
ap-10161	369	4	for	for	ADP
ap-10161	369	5	cooling	cool	VERB
ap-10161	369	6	and	and	CCONJ
ap-10161	369	7	biomedical	biomedical	ADJ
ap-10161	369	8	applications	application	NOUN
ap-10161	369	9	.	.	PUNCT
ap-10161	370	1	list	list	NOUN
ap-10161	370	2	of	of	ADP
ap-10161	370	3	symbols	symbols	PROPN
ap-10161	370	4	u	u	PROPN
ap-10161	370	5	,	,	PUNCT
ap-10161	370	6	v	v	NOUN
ap-10161	370	7	,	,	PUNCT
ap-10161	370	8	w	w	NOUN
ap-10161	370	9	velocity	velocity	NOUN
ap-10161	370	10	components	component	NOUN
ap-10161	370	11	in	in	ADP
ap-10161	370	12	x	x	PROPN
ap-10161	370	13	,	,	PUNCT
ap-10161	370	14	y	y	PROPN
ap-10161	370	15	and	and	CCONJ
ap-10161	370	16	z	z	NOUN
ap-10161	370	17	axes	axis	NOUN
ap-10161	370	18	respectively	respectively	ADV
ap-10161	370	19	[	[	X
ap-10161	370	20	m	m	NOUN
ap-10161	370	21	s−1	s−1	PROPN
ap-10161	370	22	]	]	PUNCT
ap-10161	370	23	x	x	SYM
ap-10161	370	24	,	,	PUNCT
ap-10161	370	25	y	y	PROPN
ap-10161	370	26	,	,	PUNCT
ap-10161	370	27	z	z	PROPN
ap-10161	370	28	cartesian	cartesian	ADJ
ap-10161	370	29	coordinates	coordinate	NOUN
ap-10161	370	30	measured	measure	VERB
ap-10161	370	31	along	along	ADP
ap-10161	370	32	the	the	DET
ap-10161	370	33	stretching	stretch	VERB
ap-10161	370	34	sheet	sheet	NOUN
ap-10161	370	35	[	[	X
ap-10161	370	36	m	m	X
ap-10161	370	37	]	]	X
ap-10161	370	38	f	f	PROPN
ap-10161	370	39	dimensionless	dimensionless	NOUN
ap-10161	370	40	stream	stream	NOUN
ap-10161	370	41	function	function	NOUN
ap-10161	370	42	along	along	ADP
ap-10161	370	43	x	x	NOUN
ap-10161	370	44	-	-	NOUN
ap-10161	370	45	direction	direction	NOUN
ap-10161	371	1	[	[	X
ap-10161	371	2	kg	kg	X
ap-10161	371	3	(	(	PUNCT
ap-10161	371	4	m	m	NOUN
ap-10161	371	5	s)−1	s)−1	NOUN
ap-10161	371	6	]	]	PUNCT
ap-10161	371	7	f	f	NOUN
ap-10161	371	8	′	′	NUM
ap-10161	371	9	fluid	fluid	ADJ
ap-10161	371	10	velocity	velocity	NOUN
ap-10161	371	11	along	along	ADP
ap-10161	371	12	x	x	NOUN
ap-10161	371	13	-	-	NOUN
ap-10161	371	14	direction	direction	NOUN
ap-10161	371	15	[	[	X
ap-10161	371	16	m	m	NOUN
ap-10161	371	17	s−1	s−1	PROPN
ap-10161	371	18	]	]	PUNCT
ap-10161	371	19	qw	qw	CCONJ
ap-10161	371	20	heat	heat	NOUN
ap-10161	371	21	flux	flux	PROPN
ap-10161	371	22	coefficient	coefficient	NOUN
ap-10161	371	23	g	g	PROPN
ap-10161	371	24	dimensionless	dimensionless	NOUN
ap-10161	371	25	stream	stream	NOUN
ap-10161	371	26	function	function	NOUN
ap-10161	371	27	along	along	ADP
ap-10161	371	28	y	y	NOUN
ap-10161	371	29	-	-	PUNCT
ap-10161	371	30	direction	direction	NOUN
ap-10161	372	1	[	[	X
ap-10161	372	2	kg	kg	X
ap-10161	372	3	m−1	m−1	PROPN
ap-10161	372	4	s−1	s−1	PROPN
ap-10161	372	5	]	]	PUNCT
ap-10161	372	6	g′	g′	NOUN
ap-10161	372	7	fluid	fluid	NOUN
ap-10161	372	8	velocity	velocity	NOUN
ap-10161	372	9	along	along	ADP
ap-10161	372	10	y	y	NOUN
ap-10161	372	11	-	-	PUNCT
ap-10161	372	12	direction	direction	NOUN
ap-10161	372	13	[	[	X
ap-10161	372	14	m	m	NOUN
ap-10161	372	15	s−1	s−1	PROPN
ap-10161	372	16	]	]	X
ap-10161	372	17	p	p	NOUN
ap-10161	372	18	r	r	NOUN
ap-10161	372	19	prandtl	prandtl	NOUN
ap-10161	372	20	number	number	NOUN
ap-10161	372	21	t	t	NOUN
ap-10161	372	22	fluid	fluid	ADJ
ap-10161	372	23	temperature	temperature	NOUN
ap-10161	372	24	[	[	X
ap-10161	372	25	k	k	X
ap-10161	372	26	]	]	X
ap-10161	372	27	tw	tw	VERB
ap-10161	372	28	temperature	temperature	NOUN
ap-10161	372	29	at	at	ADP
ap-10161	372	30	the	the	DET
ap-10161	372	31	surface	surface	NOUN
ap-10161	373	1	[	[	X
ap-10161	373	2	k	k	X
ap-10161	373	3	]	]	X
ap-10161	373	4	bo	bo	PROPN
ap-10161	373	5	uniform	uniform	PROPN
ap-10161	373	6	magnetic	magnetic	ADJ
ap-10161	373	7	field	field	NOUN
ap-10161	373	8	[	[	X
ap-10161	373	9	tesla	tesla	X
ap-10161	373	10	]	]	X
ap-10161	373	11	m	m	VERB
ap-10161	373	12	magnetic	magnetic	ADJ
ap-10161	373	13	field	field	NOUN
ap-10161	373	14	parameter	parameter	NOUN
ap-10161	373	15	t∞	t∞	PRON
ap-10161	373	16	temperature	temperature	NOUN
ap-10161	373	17	of	of	ADP
ap-10161	373	18	the	the	DET
ap-10161	373	19	fluid	fluid	NOUN
ap-10161	373	20	far	far	ADV
ap-10161	373	21	away	away	ADV
ap-10161	373	22	from	from	ADP
ap-10161	373	23	the	the	DET
ap-10161	373	24	stretching	stretch	VERB
ap-10161	373	25	sheet	sheet	NOUN
ap-10161	373	26	[	[	X
ap-10161	373	27	k	k	X
ap-10161	373	28	]	]	X
ap-10161	373	29	cfx	cfx	PROPN
ap-10161	373	30	skin	skin	NOUN
ap-10161	373	31	-	-	PUNCT
ap-10161	373	32	friction	friction	NOUN
ap-10161	373	33	coefficient	coefficient	NOUN
ap-10161	373	34	along	along	ADP
ap-10161	373	35	x	x	NOUN
ap-10161	373	36	-	-	NOUN
ap-10161	373	37	direction	direction	NOUN
ap-10161	373	38	[	[	X
ap-10161	373	39	s−1	s−1	X
ap-10161	373	40	]	]	X
ap-10161	373	41	vo	vo	NOUN
ap-10161	373	42	reference	reference	NOUN
ap-10161	373	43	velocity	velocity	NOUN
ap-10161	374	1	[	[	X
ap-10161	374	2	m	m	NOUN
ap-10161	374	3	s−1	s−1	PROPN
ap-10161	374	4	]	]	X
ap-10161	374	5	489	489	NUM
ap-10161	374	6	b.	b.	PROPN
ap-10161	374	7	samudrala	samudrala	PROPN
ap-10161	374	8	,	,	PUNCT
ap-10161	374	9	k.	k.	PROPN
ap-10161	374	10	jayalakshmi	jayalakshmi	PROPN
ap-10161	374	11	,	,	PUNCT
ap-10161	374	12	m.	m.	NOUN
ap-10161	374	13	gundagani	gundagani	PROPN
ap-10161	374	14	acta	acta	PROPN
ap-10161	374	15	polytechnica	polytechnica	PROPN
ap-10161	374	16	cfy	cfy	NOUN
ap-10161	374	17	skin	skin	NOUN
ap-10161	374	18	-	-	PUNCT
ap-10161	374	19	friction	friction	NOUN
ap-10161	374	20	coefficient	coefficient	NOUN
ap-10161	374	21	along	along	ADP
ap-10161	374	22	y	y	NOUN
ap-10161	374	23	-	-	PUNCT
ap-10161	374	24	direction	direction	NOUN
ap-10161	374	25	[	[	X
ap-10161	374	26	s−1	s−1	X
ap-10161	374	27	]	]	X
ap-10161	374	28	uw(x	uw(x	ADJ
ap-10161	374	29	)	)	PUNCT
ap-10161	374	30	stretching	stretch	VERB
ap-10161	374	31	velocity	velocity	NOUN
ap-10161	374	32	of	of	ADP
ap-10161	374	33	the	the	DET
ap-10161	374	34	fluid	fluid	NOUN
ap-10161	374	35	along	along	ADP
ap-10161	374	36	x	x	NOUN
ap-10161	374	37	-	-	NOUN
ap-10161	374	38	direction	direction	NOUN
ap-10161	374	39	[	[	X
ap-10161	374	40	m	m	NOUN
ap-10161	374	41	s−1	s−1	NOUN
ap-10161	374	42	]	]	PUNCT
ap-10161	374	43	vw(y	vw(y	NOUN
ap-10161	374	44	)	)	PUNCT
ap-10161	374	45	stretching	stretch	VERB
ap-10161	374	46	velocity	velocity	NOUN
ap-10161	374	47	of	of	ADP
ap-10161	374	48	the	the	DET
ap-10161	374	49	fluid	fluid	NOUN
ap-10161	374	50	along	along	ADP
ap-10161	374	51	y	y	NOUN
ap-10161	374	52	-	-	PUNCT
ap-10161	374	53	direction	direction	NOUN
ap-10161	374	54	[	[	X
ap-10161	374	55	m	m	NOUN
ap-10161	374	56	s−1	s−1	PROPN
ap-10161	374	57	]	]	PUNCT
ap-10161	374	58	qm	qm	PROPN
ap-10161	374	59	mass	mass	PROPN
ap-10161	374	60	flux	flux	PROPN
ap-10161	374	61	coefficient	coefficient	PROPN
ap-10161	374	62	le	le	PROPN
ap-10161	374	63	lewis	lewis	PROPN
ap-10161	374	64	number	number	PROPN
ap-10161	374	65	nt	nt	ADP
ap-10161	374	66	thermophoresis	thermophoresis	NOUN
ap-10161	374	67	parameter	parameter	NOUN
ap-10161	374	68	nb	nb	PROPN
ap-10161	374	69	brownian	brownian	PROPN
ap-10161	374	70	motion	motion	PROPN
ap-10161	374	71	parameter	parameter	PROPN
ap-10161	374	72	sr	sr	PROPN
ap-10161	374	73	soret	soret	VERB
ap-10161	374	74	number	number	PROPN
ap-10161	374	75	du	du	PROPN
ap-10161	374	76	dufour	dufour	PROPN
ap-10161	374	77	number	number	PROPN
ap-10161	374	78	nu	nu	PROPN
ap-10161	374	79	rate	rate	NOUN
ap-10161	374	80	of	of	ADP
ap-10161	374	81	heat	heat	NOUN
ap-10161	374	82	transfer	transfer	NOUN
ap-10161	374	83	coefficient	coefficient	NOUN
ap-10161	374	84	(	(	PUNCT
ap-10161	374	85	or	or	CCONJ
ap-10161	374	86	)	)	PUNCT
ap-10161	374	87	nusselt	nusselt	NOUN
ap-10161	374	88	number	number	NOUN
ap-10161	374	89	sh	sh	PROPN
ap-10161	374	90	rate	rate	NOUN
ap-10161	374	91	of	of	ADP
ap-10161	374	92	mass	mass	ADJ
ap-10161	374	93	transfer	transfer	NOUN
ap-10161	374	94	coefficient	coefficient	NOUN
ap-10161	374	95	(	(	PUNCT
ap-10161	374	96	or	or	CCONJ
ap-10161	374	97	)	)	PUNCT
ap-10161	374	98	sherwood	sherwood	NOUN
ap-10161	374	99	number	number	NOUN
ap-10161	374	100	cp	cp	PROPN
ap-10161	374	101	specific	specific	ADJ
ap-10161	374	102	heat	heat	NOUN
ap-10161	374	103	capacity	capacity	NOUN
ap-10161	374	104	of	of	ADP
ap-10161	374	105	nano	nano	NOUN
ap-10161	374	106	particles	particle	NOUN
ap-10161	375	1	[	[	X
ap-10161	375	2	j	j	PROPN
ap-10161	375	3	kg−1	kg−1	PROPN
ap-10161	375	4	k−1	k−1	PROPN
ap-10161	375	5	]	]	X
ap-10161	375	6	a	a	PRON
ap-10161	375	7	,	,	PUNCT
ap-10161	375	8	b	b	PROPN
ap-10161	375	9	constants	constants	PROPN
ap-10161	375	10	rex	rex	PROPN
ap-10161	375	11	reynolds	reynolds	PROPN
ap-10161	375	12	number	number	PROPN
ap-10161	375	13	along	along	ADP
ap-10161	375	14	x	x	NOUN
ap-10161	375	15	-	-	NOUN
ap-10161	375	16	direction	direction	NOUN
ap-10161	375	17	rey	rey	PROPN
ap-10161	375	18	reynolds	reynolds	PROPN
ap-10161	375	19	number	number	PROPN
ap-10161	375	20	along	along	ADP
ap-10161	375	21	y	y	NOUN
ap-10161	375	22	-	-	PUNCT
ap-10161	375	23	direction	direction	NOUN
ap-10161	375	24	db	db	PROPN
ap-10161	375	25	brownian	brownian	ADJ
ap-10161	375	26	diffusion	diffusion	NOUN
ap-10161	375	27	coefficient	coefficient	NOUN
ap-10161	375	28	[	[	X
ap-10161	375	29	m2	m2	PROPN
ap-10161	375	30	s−1	s−1	PROPN
ap-10161	375	31	]	]	PUNCT
ap-10161	375	32	dt	dt	ADP
ap-10161	375	33	thermophoresis	thermophoresis	NOUN
ap-10161	375	34	diffusion	diffusion	NOUN
ap-10161	375	35	coefficient	coefficient	NOUN
ap-10161	375	36	c	c	ADP
ap-10161	375	37	dimensional	dimensional	ADJ
ap-10161	375	38	fluid	fluid	ADJ
ap-10161	375	39	concentration	concentration	NOUN
ap-10161	376	1	[	[	X
ap-10161	376	2	mol	mol	ADP
ap-10161	376	3	m−3	m−3	NOUN
ap-10161	376	4	]	]	X
ap-10161	376	5	cw	cw	NOUN
ap-10161	376	6	dimensional	dimensional	ADJ
ap-10161	376	7	concentration	concentration	NOUN
ap-10161	376	8	at	at	ADP
ap-10161	376	9	the	the	DET
ap-10161	376	10	stretching	stretch	VERB
ap-10161	376	11	surface	surface	NOUN
ap-10161	376	12	[	[	X
ap-10161	376	13	mol	mol	ADP
ap-10161	376	14	m−3	m−3	PROPN
ap-10161	376	15	]	]	X
ap-10161	376	16	wc	wc	PROPN
ap-10161	376	17	cell	cell	PROPN
ap-10161	376	18	swimming	swimming	NOUN
ap-10161	376	19	speed	speed	NOUN
ap-10161	376	20	c∞	c∞	ADJ
ap-10161	376	21	dimensional	dimensional	ADJ
ap-10161	376	22	ambient	ambient	ADJ
ap-10161	376	23	volume	volume	NOUN
ap-10161	376	24	fraction	fraction	NOUN
ap-10161	377	1	[	[	X
ap-10161	377	2	mol	mol	ADP
ap-10161	377	3	m−3	m−3	NOUN
ap-10161	377	4	]	]	X
ap-10161	377	5	g	g	NOUN
ap-10161	377	6	acceleration	acceleration	NOUN
ap-10161	377	7	due	due	ADP
ap-10161	377	8	to	to	ADP
ap-10161	377	9	gravity	gravity	NOUN
ap-10161	377	10	[	[	X
ap-10161	377	11	m	m	PROPN
ap-10161	377	12	s−2	s−2	PROPN
ap-10161	377	13	]	]	X
ap-10161	377	14	uo	uo	NOUN
ap-10161	377	15	reference	reference	NOUN
ap-10161	377	16	velocity	velocity	NOUN
ap-10161	377	17	[	[	X
ap-10161	377	18	m	m	NOUN
ap-10161	377	19	s−1	s−1	PROPN
ap-10161	377	20	]	]	PUNCT
ap-10161	377	21	l	l	NOUN
ap-10161	377	22	length	length	NOUN
ap-10161	377	23	of	of	ADP
ap-10161	377	24	reference	reference	NOUN
ap-10161	377	25	dn	dn	PROPN
ap-10161	377	26	solutal	solutal	PROPN
ap-10161	377	27	diffusivity	diffusivity	NOUN
ap-10161	377	28	of	of	ADP
ap-10161	377	29	the	the	DET
ap-10161	377	30	medium	medium	ADJ
ap-10161	377	31	b∗	b∗	ADJ
ap-10161	377	32	chemotaxis	chemotaxis	ADJ
ap-10161	377	33	constant	constant	ADJ
ap-10161	377	34	nh	nh	NOUN
ap-10161	377	35	motile	motile	NOUN
ap-10161	377	36	density	density	NOUN
ap-10161	377	37	n	n	CCONJ
ap-10161	377	38	dimensionless	dimensionless	NOUN
ap-10161	377	39	microorganism	microorganism	NOUN
ap-10161	377	40	profiles	profile	NOUN
ap-10161	377	41	le	le	ADP
ap-10161	377	42	bioconvection	bioconvection	PROPN
ap-10161	377	43	lewis	lewis	PROPN
ap-10161	377	44	number	number	PROPN
ap-10161	377	45	pe	pe	PROPN
ap-10161	377	46	peclet	peclet	NOUN
ap-10161	377	47	number	number	NOUN
ap-10161	377	48	tm	tm	PROPN
ap-10161	377	49	mean	mean	ADJ
ap-10161	377	50	fluid	fluid	ADJ
ap-10161	377	51	temperature	temperature	NOUN
ap-10161	377	52	py	py	NOUN
ap-10161	377	53	yield	yield	VERB
ap-10161	377	54	stress	stress	NOUN
ap-10161	377	55	of	of	ADP
ap-10161	377	56	the	the	DET
ap-10161	377	57	fluid	fluid	ADJ
ap-10161	377	58	cs	cs	NOUN
ap-10161	377	59	concentration	concentration	NOUN
ap-10161	377	60	susceptibility	susceptibility	NOUN
ap-10161	377	61	kt	kt	ADP
ap-10161	377	62	thermal	thermal	ADJ
ap-10161	377	63	diffusion	diffusion	NOUN
ap-10161	377	64	ratio	ratio	NOUN
ap-10161	377	65	dm	dm	PROPN
ap-10161	377	66	mass	mass	NOUN
ap-10161	377	67	diffusion	diffusion	NOUN
ap-10161	377	68	gr	gr	DET
ap-10161	377	69	grashof	grashof	ADJ
ap-10161	377	70	number	number	NOUN
ap-10161	377	71	for	for	ADP
ap-10161	377	72	heat	heat	NOUN
ap-10161	377	73	transfer	transfer	NOUN
ap-10161	377	74	gc	gc	PROPN
ap-10161	377	75	grashof	grashof	ADJ
ap-10161	377	76	number	number	NOUN
ap-10161	377	77	for	for	ADP
ap-10161	377	78	mass	mass	ADJ
ap-10161	377	79	transfer	transfer	NOUN
ap-10161	377	80	hf	hf	ADP
ap-10161	377	81	coefficient	coefficient	NOUN
ap-10161	377	82	of	of	ADP
ap-10161	377	83	convective	convective	ADJ
ap-10161	377	84	heat	heat	NOUN
ap-10161	377	85	transfer	transfer	NOUN
ap-10161	377	86	hs	hs	PROPN
ap-10161	377	87	coefficient	coefficient	NOUN
ap-10161	377	88	of	of	ADP
ap-10161	377	89	convective	convective	ADJ
ap-10161	377	90	mass	mass	NOUN
ap-10161	377	91	transfer	transfer	NOUN
ap-10161	377	92	π	π	PROPN
ap-10161	377	93	deformation	deformation	NOUN
ap-10161	377	94	rate	rate	NOUN
ap-10161	377	95	πc	πc	VERB
ap-10161	377	96	critical	critical	ADJ
ap-10161	377	97	value	value	NOUN
ap-10161	377	98	of	of	ADP
ap-10161	377	99	non	non	ADJ
ap-10161	377	100	-	-	ADJ
ap-10161	377	101	newtonian	newtonian	ADJ
ap-10161	377	102	model	model	NOUN
ap-10161	377	103	α	α	PROPN
ap-10161	377	104	thermal	thermal	ADJ
ap-10161	377	105	diffusivity	diffusivity	NOUN
ap-10161	378	1	[	[	X
ap-10161	378	2	m2	m2	PROPN
ap-10161	378	3	s−1	s−1	PROPN
ap-10161	378	4	]	]	PUNCT
ap-10161	378	5	βt	βt	VERB
ap-10161	378	6	thermal	thermal	ADJ
ap-10161	378	7	coefficient	coefficient	NOUN
ap-10161	378	8	expansion	expansion	NOUN
ap-10161	378	9	βc	βc	ADP
ap-10161	378	10	concentration	concentration	NOUN
ap-10161	378	11	coefficient	coefficient	NOUN
ap-10161	378	12	greek	greek	ADJ
ap-10161	378	13	symbols	symbol	NOUN
ap-10161	378	14	ω	ω	NUM
ap-10161	378	15	microorganism	microorganism	NOUN
ap-10161	378	16	difference	difference	NOUN
ap-10161	378	17	parameter	parameter	NOUN
ap-10161	378	18	χ	χ	DET
ap-10161	378	19	dimensional	dimensional	ADJ
ap-10161	378	20	microorganism	microorganism	NOUN
ap-10161	378	21	profiles	profile	NOUN
ap-10161	378	22	χw	χw	ADP
ap-10161	378	23	microorganism	microorganism	NOUN
ap-10161	378	24	at	at	ADP
ap-10161	378	25	the	the	DET
ap-10161	378	26	surface	surface	NOUN
ap-10161	378	27	χ∞	χ∞	NOUN
ap-10161	378	28	ambient	ambient	ADJ
ap-10161	378	29	microorganism	microorganism	NOUN
ap-10161	378	30	λ	λ	PROPN
ap-10161	378	31	williamson	williamson	PROPN
ap-10161	378	32	fluid	fluid	PROPN
ap-10161	378	33	parameter	parameter	PROPN
ap-10161	378	34	η	η	PROPN
ap-10161	378	35	dimensionless	dimensionless	PROPN
ap-10161	378	36	similarity	similarity	NOUN
ap-10161	378	37	variable	variable	NOUN
ap-10161	378	38	[	[	X
ap-10161	378	39	m	m	X
ap-10161	378	40	]	]	X
ap-10161	378	41	θ	θ	NOUN
ap-10161	378	42	dimensionless	dimensionless	NOUN
ap-10161	378	43	temperature	temperature	NOUN
ap-10161	379	1	[	[	X
ap-10161	379	2	k	k	X
ap-10161	379	3	]	]	X
ap-10161	379	4	ν	ν	X
ap-10161	379	5	kinematic	kinematic	ADJ
ap-10161	379	6	viscosity	viscosity	NOUN
ap-10161	379	7	[	[	X
ap-10161	379	8	m2	m2	PROPN
ap-10161	379	9	s−1	s−1	PROPN
ap-10161	379	10	]	]	PUNCT
ap-10161	379	11	σ	σ	PROPN
ap-10161	379	12	electrical	electrical	ADJ
ap-10161	379	13	conductivity	conductivity	NOUN
ap-10161	379	14	ρ	ρ	NOUN
ap-10161	379	15	fluid	fluid	ADJ
ap-10161	379	16	density	density	NOUN
ap-10161	380	1	[	[	X
ap-10161	380	2	kg	kg	X
ap-10161	380	3	m−3	m−3	PROPN
ap-10161	380	4	]	]	X
ap-10161	380	5	µ	µ	PRON
ap-10161	380	6	dynamic	dynamic	ADJ
ap-10161	380	7	viscosity	viscosity	NOUN
ap-10161	380	8	of	of	ADP
ap-10161	380	9	the	the	DET
ap-10161	380	10	fluid	fluid	NOUN
ap-10161	380	11	κf	κf	ADP
ap-10161	380	12	thermal	thermal	ADJ
ap-10161	380	13	conductivity	conductivity	NOUN
ap-10161	380	14	of	of	ADP
ap-10161	380	15	the	the	DET
ap-10161	380	16	fluid	fluid	ADJ
ap-10161	380	17	α∗	α∗	NOUN
ap-10161	380	18	shear	shear	NOUN
ap-10161	380	19	rate	rate	NOUN
ap-10161	380	20	β	β	PROPN
ap-10161	380	21	casson	casson	PROPN
ap-10161	380	22	fluid	fluid	PROPN
ap-10161	380	23	parameter	parameter	NOUN
ap-10161	380	24	µb	µb	ADP
ap-10161	380	25	dynamic	dynamic	ADJ
ap-10161	380	26	viscosity	viscosity	NOUN
ap-10161	380	27	of	of	ADP
ap-10161	380	28	the	the	DET
ap-10161	380	29	casson	casson	PROPN
ap-10161	380	30	fluid	fluid	PROPN
ap-10161	380	31	τ	τ	X
ap-10161	380	32	cauchy	cauchy	PROPN
ap-10161	380	33	stress	stress	NOUN
ap-10161	380	34	tensor	tensor	NOUN
ap-10161	380	35	τwx	τwx	NOUN
ap-10161	380	36	wall	wall	PROPN
ap-10161	380	37	shear	shear	PROPN
ap-10161	380	38	stress	stress	NOUN
ap-10161	380	39	along	along	ADP
ap-10161	380	40	x	x	NOUN
ap-10161	380	41	-	-	NOUN
ap-10161	380	42	direction	direction	NOUN
ap-10161	380	43	τwy	τwy	NOUN
ap-10161	380	44	wall	wall	PROPN
ap-10161	380	45	shear	shear	PROPN
ap-10161	380	46	stress	stress	NOUN
ap-10161	380	47	along	along	ADP
ap-10161	380	48	y	y	NOUN
ap-10161	380	49	-	-	PUNCT
ap-10161	380	50	direction	direction	NOUN
ap-10161	380	51	ϕ	ϕ	NOUN
ap-10161	380	52	dimensionless	dimensionless	NOUN
ap-10161	380	53	nano	nano	NOUN
ap-10161	380	54	-	-	PUNCT
ap-10161	380	55	fluid	fluid	NOUN
ap-10161	380	56	concentration	concentration	NOUN
ap-10161	380	57	[	[	X
ap-10161	380	58	mol	mol	ADP
ap-10161	380	59	m−3	m−3	NOUN
ap-10161	380	60	]	]	PUNCT
ap-10161	380	61	τ1	τ1	NOUN
ap-10161	380	62	parameter	parameter	NOUN
ap-10161	380	63	defined	define	VERB
ap-10161	380	64	as	as	ADP
ap-10161	380	65	(	(	PUNCT
ap-10161	380	66	ρc)p	ρc)p	PROPN
ap-10161	380	67	(	(	PUNCT
ap-10161	380	68	ρc)f	ρc)f	PROPN
ap-10161	380	69	δ	δ	PROPN
ap-10161	380	70	stretching	stretch	VERB
ap-10161	380	71	sheet	sheet	NOUN
ap-10161	380	72	parameter	parameter	PROPN
ap-10161	380	73	superscript	superscript	PROPN
ap-10161	380	74	′	′	PROPN
ap-10161	381	1	differentiation	differentiation	NOUN
ap-10161	381	2	w.r.t	w.r.t	PROPN
ap-10161	381	3	η	η	PROPN
ap-10161	381	4	subscripts	subscripts	PROPN
ap-10161	381	5	f	f	PROPN
ap-10161	381	6	fluid	fluid	NOUN
ap-10161	381	7	w	w	NOUN
ap-10161	381	8	condition	condition	NOUN
ap-10161	381	9	on	on	ADP
ap-10161	381	10	the	the	DET
ap-10161	381	11	sheet	sheet	NOUN
ap-10161	381	12	∞	∞	PROPN
ap-10161	381	13	ambient	ambient	ADJ
ap-10161	381	14	conditions	condition	NOUN
ap-10161	381	15	references	reference	NOUN
ap-10161	381	16	[	[	X
ap-10161	381	17	1	1	NUM
ap-10161	381	18	]	]	PUNCT
ap-10161	381	19	s.	s.	PROPN
ap-10161	381	20	reddy	reddy	PROPN
ap-10161	381	21	,	,	PUNCT
ap-10161	381	22	p.	p.	PROPN
ap-10161	381	23	b.	b.	PROPN
ap-10161	381	24	a.	a.	PROPN
ap-10161	381	25	reddy	reddy	PROPN
ap-10161	381	26	,	,	PUNCT
ap-10161	381	27	a.	a.	PROPN
ap-10161	381	28	j.	j.	PROPN
ap-10161	381	29	chamkha	chamkha	PROPN
ap-10161	381	30	.	.	PUNCT
ap-10161	382	1	mhd	mhd	PROPN
ap-10161	382	2	flow	flow	NOUN
ap-10161	382	3	analysis	analysis	NOUN
ap-10161	382	4	with	with	ADP
ap-10161	382	5	water	water	NOUN
ap-10161	382	6	-	-	PUNCT
ap-10161	382	7	based	base	VERB
ap-10161	382	8	cnt	cnt	PROPN
ap-10161	382	9	nanofluid	nanofluid	PROPN
ap-10161	382	10	over	over	ADP
ap-10161	382	11	a	a	DET
ap-10161	382	12	non	non	ADJ
ap-10161	382	13	-	-	ADJ
ap-10161	382	14	linear	linear	ADJ
ap-10161	382	15	inclined	inclined	ADJ
ap-10161	382	16	stretching	stretching	NOUN
ap-10161	382	17	/	/	SYM
ap-10161	382	18	shrinking	shrink	VERB
ap-10161	382	19	sheet	sheet	NOUN
ap-10161	382	20	considering	consider	VERB
ap-10161	382	21	heat	heat	NOUN
ap-10161	382	22	generation	generation	NOUN
ap-10161	382	23	.	.	PUNCT
ap-10161	383	1	chemical	chemical	NOUN
ap-10161	383	2	engineering	engineering	NOUN
ap-10161	383	3	transactions	transaction	NOUN
ap-10161	383	4	71:1003–1008	71:1003–1008	NUM
ap-10161	383	5	,	,	PUNCT
ap-10161	383	6	2018	2018	NUM
ap-10161	383	7	.	.	PUNCT
ap-10161	384	1	https://doi.org/10.3303/cet1871168	https://doi.org/10.3303/cet1871168	NOUN
ap-10161	384	2	[	[	X
ap-10161	384	3	2	2	NUM
ap-10161	384	4	]	]	PUNCT
ap-10161	384	5	a.	a.	NOUN
ap-10161	384	6	hussanan	hussanan	PROPN
ap-10161	384	7	,	,	PUNCT
ap-10161	384	8	i.	i.	PROPN
ap-10161	384	9	khan	khan	PROPN
ap-10161	384	10	,	,	PUNCT
ap-10161	384	11	m.	m.	PROPN
ap-10161	384	12	r.	r.	PROPN
ap-10161	384	13	gorji	gorji	PROPN
ap-10161	384	14	,	,	PUNCT
ap-10161	384	15	w.	w.	PROPN
ap-10161	384	16	a.	a.	PROPN
ap-10161	384	17	khan	khan	PROPN
ap-10161	384	18	.	.	PUNCT
ap-10161	385	1	cnts	cnts	PROPN
ap-10161	385	2	–	–	PUNCT
ap-10161	385	3	water	water	NOUN
ap-10161	385	4	-	-	PUNCT
ap-10161	385	5	based	base	VERB
ap-10161	385	6	nanofluid	nanofluid	NOUN
ap-10161	385	7	over	over	ADP
ap-10161	385	8	a	a	DET
ap-10161	385	9	stretching	stretch	VERB
ap-10161	385	10	sheet	sheet	NOUN
ap-10161	385	11	.	.	PUNCT
ap-10161	386	1	bionanoscience	bionanoscience	PROPN
ap-10161	386	2	9(1):21–29	9(1):21–29	NUM
ap-10161	386	3	,	,	PUNCT
ap-10161	386	4	2019	2019	NUM
ap-10161	386	5	.	.	PUNCT
ap-10161	387	1	https://doi.org/10.1007/s12668-018-0592-6	https://doi.org/10.1007/s12668-018-0592-6	NUM
ap-10161	388	1	[	[	X
ap-10161	388	2	3	3	X
ap-10161	388	3	]	]	X
ap-10161	388	4	b.	b.	PROPN
ap-10161	388	5	mahanthesh	mahanthesh	PROPN
ap-10161	388	6	,	,	PUNCT
ap-10161	388	7	b.	b.	PROPN
ap-10161	388	8	j.	j.	PROPN
ap-10161	388	9	gireesha	gireesha	PROPN
ap-10161	388	10	,	,	PUNCT
ap-10161	388	11	i.	i.	PROPN
ap-10161	388	12	l.	l.	PROPN
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ap-10161	388	14	,	,	PUNCT
ap-10161	389	1	et	et	PROPN
ap-10161	389	2	al	al	PROPN
ap-10161	389	3	.	.	PUNCT
ap-10161	389	4	mhd	mhd	PROPN
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ap-10161	389	6	of	of	ADP
ap-10161	389	7	swcnt	swcnt	ADJ
ap-10161	389	8	and	and	CCONJ
ap-10161	389	9	mwcnt	mwcnt	ADJ
ap-10161	389	10	nanoliquids	nanoliquid	NOUN
ap-10161	389	11	past	past	ADP
ap-10161	389	12	a	a	DET
ap-10161	389	13	rotating	rotate	VERB
ap-10161	389	14	stretchable	stretchable	ADJ
ap-10161	389	15	disk	disk	NOUN
ap-10161	389	16	with	with	ADP
ap-10161	389	17	thermal	thermal	ADJ
ap-10161	389	18	and	and	CCONJ
ap-10161	389	19	exponential	exponential	ADJ
ap-10161	389	20	space	space	NOUN
ap-10161	389	21	dependent	dependent	ADJ
ap-10161	389	22	heat	heat	NOUN
ap-10161	389	23	source	source	NOUN
ap-10161	389	24	.	.	PUNCT
ap-10161	390	1	physica	physica	PROPN
ap-10161	390	2	scripta	scripta	PROPN
ap-10161	390	3	94(8):085214	94(8):085214	NUM
ap-10161	390	4	,	,	PUNCT
ap-10161	390	5	2019	2019	NUM
ap-10161	390	6	.	.	PUNCT
ap-10161	391	1	https://doi.org/10.1088/1402-4896/ab18ba	https://doi.org/10.1088/1402-4896/ab18ba	X
ap-10161	392	1	[	[	X
ap-10161	392	2	4	4	NUM
ap-10161	392	3	]	]	PUNCT
ap-10161	392	4	a.	a.	NOUN
ap-10161	392	5	tulu	tulu	PROPN
ap-10161	392	6	,	,	PUNCT
ap-10161	392	7	w.	w.	PROPN
ap-10161	392	8	ibrahim	ibrahim	PROPN
ap-10161	392	9	.	.	PUNCT
ap-10161	393	1	mhd	mhd	PROPN
ap-10161	393	2	slip	slip	NOUN
ap-10161	393	3	flow	flow	NOUN
ap-10161	393	4	of	of	ADP
ap-10161	393	5	cnt	cnt	ADJ
ap-10161	393	6	-	-	PUNCT
ap-10161	393	7	ethylene	ethylene	NOUN
ap-10161	393	8	glycol	glycol	NOUN
ap-10161	393	9	nanofluid	nanofluid	NOUN
ap-10161	393	10	due	due	ADP
ap-10161	393	11	to	to	ADP
ap-10161	393	12	a	a	DET
ap-10161	393	13	stretchable	stretchable	ADJ
ap-10161	393	14	rotating	rotating	NOUN
ap-10161	393	15	disk	disk	NOUN
ap-10161	393	16	with	with	ADP
ap-10161	393	17	cattaneo	cattaneo	ADJ
ap-10161	393	18	-	-	PUNCT
ap-10161	393	19	christov	christov	ADJ
ap-10161	393	20	heat	heat	NOUN
ap-10161	393	21	flux	flux	NOUN
ap-10161	393	22	model	model	PROPN
ap-10161	393	23	.	.	PUNCT
ap-10161	394	1	mathematical	mathematical	ADJ
ap-10161	394	2	problems	problem	NOUN
ap-10161	394	3	in	in	ADP
ap-10161	394	4	engineering	engineer	VERB
ap-10161	394	5	2020(1):1374658	2020(1):1374658	NUM
ap-10161	394	6	,	,	PUNCT
ap-10161	394	7	2020	2020	NUM
ap-10161	394	8	.	.	PUNCT
ap-10161	395	1	https://doi.org/10.1155/2020/1374658	https://doi.org/10.1155/2020/1374658	NOUN
ap-10161	396	1	[	[	X
ap-10161	396	2	5	5	X
ap-10161	396	3	]	]	PUNCT
ap-10161	396	4	k.	k.	PROPN
ap-10161	396	5	muhammad	muhammad	PROPN
ap-10161	396	6	,	,	PUNCT
ap-10161	396	7	t.	t.	PROPN
ap-10161	396	8	hayat	hayat	PROPN
ap-10161	396	9	,	,	PUNCT
ap-10161	396	10	alsaedi	alsaedi	PROPN
ap-10161	396	11	.	.	PUNCT
ap-10161	397	1	oham	oham	ADP
ap-10161	397	2	analysis	analysis	NOUN
ap-10161	397	3	of	of	ADP
ap-10161	397	4	newtonian	newtonian	ADJ
ap-10161	397	5	heating	heating	NOUN
ap-10161	397	6	in	in	ADP
ap-10161	397	7	mixed	mixed	ADJ
ap-10161	397	8	convective	convective	ADJ
ap-10161	397	9	flow	flow	NOUN
ap-10161	397	10	of	of	ADP
ap-10161	397	11	cnts	cnts	PROPN
ap-10161	397	12	over	over	ADP
ap-10161	397	13	a	a	DET
ap-10161	397	14	stretched	stretch	VERB
ap-10161	397	15	cylinder	cylinder	NOUN
ap-10161	397	16	.	.	PUNCT
ap-10161	398	1	alexandria	alexandria	PROPN
ap-10161	398	2	engineering	engineering	PROPN
ap-10161	398	3	journal	journal	PROPN
ap-10161	398	4	61(5):3697–3707	61(5):3697–3707	NUM
ap-10161	398	5	,	,	PUNCT
ap-10161	398	6	2022	2022	NUM
ap-10161	398	7	.	.	PUNCT
ap-10161	399	1	https://doi.org/10.1016/j.aej.2021.08.072	https://doi.org/10.1016/j.aej.2021.08.072	NOUN
ap-10161	399	2	[	[	X
ap-10161	399	3	6	6	NUM
ap-10161	399	4	]	]	PUNCT
ap-10161	399	5	f.	f.	PROPN
ap-10161	399	6	shah	shah	PROPN
ap-10161	399	7	,	,	PUNCT
ap-10161	399	8	t.	t.	PROPN
ap-10161	399	9	hayat	hayat	PROPN
ap-10161	399	10	,	,	PUNCT
ap-10161	399	11	a.	a.	PROPN
ap-10161	399	12	alsaedi	alsaedi	PROPN
ap-10161	399	13	.	.	PUNCT
ap-10161	400	1	entropy	entropy	PROPN
ap-10161	400	2	optimization	optimization	NOUN
ap-10161	400	3	in	in	ADP
ap-10161	400	4	a	a	DET
ap-10161	400	5	fourth	fourth	ADJ
ap-10161	400	6	grade	grade	NOUN
ap-10161	400	7	nanofluid	nanofluid	NOUN
ap-10161	400	8	flow	flow	NOUN
ap-10161	400	9	over	over	ADP
ap-10161	400	10	a	a	DET
ap-10161	400	11	stretchable	stretchable	ADJ
ap-10161	400	12	riga	riga	ADJ
ap-10161	400	13	wall	wall	NOUN
ap-10161	400	14	with	with	ADP
ap-10161	400	15	thermal	thermal	ADJ
ap-10161	400	16	radiation	radiation	NOUN
ap-10161	400	17	and	and	CCONJ
ap-10161	400	18	viscous	viscous	ADJ
ap-10161	400	19	dissipation	dissipation	NOUN
ap-10161	400	20	.	.	PUNCT
ap-10161	401	1	international	international	ADJ
ap-10161	401	2	communications	communication	NOUN
ap-10161	401	3	in	in	ADP
ap-10161	401	4	heat	heat	NOUN
ap-10161	401	5	and	and	CCONJ
ap-10161	401	6	mass	mass	NOUN
ap-10161	401	7	transfer	transfer	NOUN
ap-10161	401	8	127:105398	127:105398	NUM
ap-10161	401	9	,	,	PUNCT
ap-10161	401	10	2021	2021	NUM
ap-10161	401	11	.	.	PUNCT
ap-10161	402	1	https://doi.org/10.1016/	https://doi.org/10.1016/	PROPN
ap-10161	402	2	j.icheatmasstransfer.2021.105398	j.icheatmasstransfer.2021.105398	NOUN
ap-10161	402	3	[	[	X
ap-10161	402	4	7	7	NUM
ap-10161	402	5	]	]	PUNCT
ap-10161	402	6	a.	a.	NOUN
ap-10161	402	7	salamah	salamah	PROPN
ap-10161	402	8	aljaloud	aljaloud	PROPN
ap-10161	402	9	,	,	PUNCT
ap-10161	402	10	l.	l.	PROPN
ap-10161	402	11	manai	manai	PROPN
ap-10161	402	12	,	,	PUNCT
ap-10161	402	13	i.	i.	PROPN
ap-10161	402	14	tlili	tlili	NOUN
ap-10161	402	15	.	.	PUNCT
ap-10161	403	1	flow	flow	NOUN
ap-10161	403	2	of	of	ADP
ap-10161	403	3	couple	couple	NOUN
ap-10161	403	4	stress	stress	NOUN
ap-10161	403	5	nanofluid	nanofluid	PROPN
ap-10161	403	6	due	due	ADP
ap-10161	403	7	to	to	ADP
ap-10161	403	8	stretching	stretch	VERB
ap-10161	403	9	surface	surface	NOUN
ap-10161	403	10	with	with	ADP
ap-10161	403	11	applications	application	NOUN
ap-10161	403	12	of	of	ADP
ap-10161	403	13	induced	induced	ADJ
ap-10161	403	14	magnetic	magnetic	ADJ
ap-10161	403	15	field	field	NOUN
ap-10161	403	16	and	and	CCONJ
ap-10161	403	17	variable	variable	ADJ
ap-10161	403	18	thermal	thermal	ADJ
ap-10161	403	19	conductivity	conductivity	NOUN
ap-10161	403	20	.	.	PUNCT
ap-10161	404	1	case	case	NOUN
ap-10161	404	2	studies	study	NOUN
ap-10161	404	3	in	in	ADP
ap-10161	404	4	thermal	thermal	ADJ
ap-10161	404	5	490	490	NUM
ap-10161	404	6	https://doi.org/10.3303/cet1871168	https://doi.org/10.3303/cet1871168	NOUN
ap-10161	404	7	https://doi.org/10.1007/s12668-018-0592-6	https://doi.org/10.1007/s12668-018-0592-6	NUM
ap-10161	404	8	https://doi.org/10.1088/1402-4896/ab18ba	https://doi.org/10.1088/1402-4896/ab18ba	ADJ
ap-10161	404	9	https://doi.org/10.1155/2020/1374658	https://doi.org/10.1155/2020/1374658	NOUN
ap-10161	404	10	https://doi.org/10.1016/j.aej.2021.08.072	https://doi.org/10.1016/j.aej.2021.08.072	PROPN
ap-10161	404	11	https://doi.org/10.1016/j.icheatmasstransfer.2021.105398	https://doi.org/10.1016/j.icheatmasstransfer.2021.105398	PROPN
ap-10161	404	12	https://doi.org/10.1016/j.icheatmasstransfer.2021.105398	https://doi.org/10.1016/j.icheatmasstransfer.2021.105398	PROPN
ap-10161	404	13	vol	vol	NOUN
ap-10161	404	14	.	.	PROPN
ap-10161	405	1	65	65	NUM
ap-10161	405	2	no	no	NOUN
ap-10161	405	3	.	.	PUNCT
ap-10161	406	1	4/2025	4/2025	NUM
ap-10161	406	2	effects	effect	NOUN
ap-10161	406	3	of	of	ADP
ap-10161	406	4	coupled	couple	VERB
ap-10161	406	5	diffusion	diffusion	NOUN
ap-10161	406	6	and	and	CCONJ
ap-10161	406	7	buoyancy	buoyancy	NOUN
ap-10161	406	8	forces	force	NOUN
ap-10161	406	9	on	on	ADP
ap-10161	406	10	three	three	NUM
ap-10161	406	11	-	-	PUNCT
ap-10161	406	12	dimensional	dimensional	ADJ
ap-10161	406	13	.	.	PUNCT
ap-10161	406	14	.	.	PUNCT
ap-10161	406	15	.	.	PUNCT
ap-10161	407	1	engineering	engineering	NOUN
ap-10161	407	2	57:104356	57:104356	NUM
ap-10161	407	3	,	,	PUNCT
ap-10161	407	4	2024	2024	NUM
ap-10161	407	5	.	.	PUNCT
ap-10161	408	1	https://doi.org/10.1016/j.csite.2024.104356	https://doi.org/10.1016/j.csite.2024.104356	NOUN
ap-10161	408	2	[	[	X
ap-10161	408	3	8	8	NUM
ap-10161	408	4	]	]	PUNCT
ap-10161	408	5	m.	m.	PROPN
ap-10161	408	6	amjad	amjad	PROPN
ap-10161	408	7	,	,	PUNCT
ap-10161	408	8	i.	i.	PROPN
ap-10161	408	9	zehra	zehra	PROPN
ap-10161	408	10	,	,	PUNCT
ap-10161	408	11	s.	s.	PROPN
ap-10161	408	12	nadeem	nadeem	PROPN
ap-10161	408	13	,	,	PUNCT
ap-10161	408	14	et	et	PROPN
ap-10161	408	15	al	al	PROPN
ap-10161	408	16	.	.	PROPN
ap-10161	408	17	influence	influence	NOUN
ap-10161	408	18	of	of	ADP
ap-10161	408	19	lorentz	lorentz	PROPN
ap-10161	408	20	force	force	NOUN
ap-10161	408	21	and	and	CCONJ
ap-10161	408	22	induced	induce	VERB
ap-10161	408	23	magnetic	magnetic	ADJ
ap-10161	408	24	field	field	NOUN
ap-10161	408	25	effects	effect	NOUN
ap-10161	408	26	on	on	ADP
ap-10161	408	27	casson	casson	PROPN
ap-10161	408	28	micropolar	micropolar	PROPN
ap-10161	408	29	nanofluid	nanofluid	PROPN
ap-10161	408	30	flow	flow	NOUN
ap-10161	408	31	over	over	ADP
ap-10161	408	32	a	a	DET
ap-10161	408	33	permeable	permeable	ADJ
ap-10161	408	34	curved	curved	ADJ
ap-10161	408	35	stretching	stretch	VERB
ap-10161	408	36	/	/	SYM
ap-10161	408	37	shrinking	shrink	VERB
ap-10161	408	38	surface	surface	NOUN
ap-10161	408	39	under	under	ADP
ap-10161	408	40	the	the	DET
ap-10161	408	41	stagnation	stagnation	NOUN
ap-10161	408	42	region	region	NOUN
ap-10161	408	43	.	.	PUNCT
ap-10161	409	1	surfaces	surface	NOUN
ap-10161	409	2	and	and	CCONJ
ap-10161	409	3	interfaces	interface	NOUN
ap-10161	409	4	21:100766	21:100766	NUM
ap-10161	409	5	,	,	PUNCT
ap-10161	409	6	2020	2020	NUM
ap-10161	409	7	.	.	PUNCT
ap-10161	410	1	https://doi.org/10.1016/j.surfin.2020.100766	https://doi.org/10.1016/j.surfin.2020.100766	PROPN
ap-10161	410	2	[	[	X
ap-10161	410	3	9	9	NUM
ap-10161	410	4	]	]	PUNCT
ap-10161	410	5	m.	m.	NOUN
ap-10161	410	6	i.	i.	PROPN
ap-10161	410	7	khan	khan	PROPN
ap-10161	410	8	,	,	PUNCT
ap-10161	410	9	f.	f.	PROPN
ap-10161	410	10	alzahrani	alzahrani	PROPN
ap-10161	410	11	.	.	PUNCT
ap-10161	411	1	nonlinear	nonlinear	ADJ
ap-10161	411	2	dissipative	dissipative	ADJ
ap-10161	411	3	slip	slip	NOUN
ap-10161	411	4	flow	flow	NOUN
ap-10161	411	5	of	of	ADP
ap-10161	411	6	jeffrey	jeffrey	PROPN
ap-10161	411	7	nanomaterial	nanomaterial	PROPN
ap-10161	411	8	towards	towards	ADP
ap-10161	411	9	a	a	DET
ap-10161	411	10	curved	curved	ADJ
ap-10161	411	11	surface	surface	NOUN
ap-10161	411	12	with	with	ADP
ap-10161	411	13	entropy	entropy	NOUN
ap-10161	411	14	generation	generation	NOUN
ap-10161	411	15	and	and	CCONJ
ap-10161	411	16	activation	activation	NOUN
ap-10161	411	17	energy	energy	NOUN
ap-10161	411	18	.	.	PUNCT
ap-10161	412	1	mathematics	mathematic	NOUN
ap-10161	412	2	and	and	CCONJ
ap-10161	412	3	computers	computer	NOUN
ap-10161	412	4	in	in	ADP
ap-10161	412	5	simulation	simulation	NOUN
ap-10161	412	6	185:47–61	185:47–61	NUM
ap-10161	412	7	,	,	PUNCT
ap-10161	412	8	2021	2021	NUM
ap-10161	412	9	.	.	PUNCT
ap-10161	413	1	https://doi.org/10.1016/j.matcom.2020.12.004	https://doi.org/10.1016/j.matcom.2020.12.004	PROPN
ap-10161	413	2	[	[	X
ap-10161	413	3	10	10	NUM
ap-10161	413	4	]	]	X
ap-10161	413	5	f.	f.	PROPN
ap-10161	413	6	shah	shah	PROPN
ap-10161	413	7	,	,	PUNCT
ap-10161	413	8	m.	m.	NOUN
ap-10161	413	9	i.	i.	PROPN
ap-10161	413	10	khan	khan	PROPN
ap-10161	413	11	,	,	PUNCT
ap-10161	413	12	y.-m	y.-m	PROPN
ap-10161	413	13	.	.	PUNCT
ap-10161	413	14	chu	chu	PROPN
ap-10161	413	15	,	,	PUNCT
ap-10161	413	16	s.	s.	PROPN
ap-10161	413	17	kadry	kadry	PROPN
ap-10161	413	18	.	.	PUNCT
ap-10161	414	1	heat	heat	NOUN
ap-10161	414	2	transfer	transfer	NOUN
ap-10161	414	3	analysis	analysis	NOUN
ap-10161	414	4	on	on	ADP
ap-10161	414	5	mhd	mhd	NOUN
ap-10161	414	6	flow	flow	NOUN
ap-10161	414	7	over	over	ADP
ap-10161	414	8	a	a	DET
ap-10161	414	9	stretchable	stretchable	ADJ
ap-10161	414	10	riga	riga	ADJ
ap-10161	414	11	wall	wall	NOUN
ap-10161	414	12	considering	consider	VERB
ap-10161	414	13	entropy	entropy	NOUN
ap-10161	414	14	generation	generation	NOUN
ap-10161	414	15	rate	rate	NOUN
ap-10161	414	16	:	:	PUNCT
ap-10161	414	17	a	a	DET
ap-10161	414	18	numerical	numerical	ADJ
ap-10161	414	19	study	study	NOUN
ap-10161	414	20	.	.	PUNCT
ap-10161	415	1	numerical	numerical	ADJ
ap-10161	415	2	methods	method	NOUN
ap-10161	415	3	for	for	ADP
ap-10161	415	4	partial	partial	ADJ
ap-10161	415	5	differential	differential	ADJ
ap-10161	415	6	equations	equation	NOUN
ap-10161	415	7	40(1):e22694	40(1):e22694	NOUN
ap-10161	415	8	,	,	PUNCT
ap-10161	415	9	2024	2024	NUM
ap-10161	415	10	.	.	PUNCT
ap-10161	416	1	https://doi.org/10.1002/num.22694	https://doi.org/10.1002/num.22694	PROPN
ap-10161	416	2	[	[	X
ap-10161	416	3	11	11	NUM
ap-10161	416	4	]	]	PUNCT
ap-10161	416	5	m.	m.	NOUN
ap-10161	416	6	n.	n.	PROPN
ap-10161	416	7	othman	othman	PROPN
ap-10161	416	8	,	,	PUNCT
ap-10161	416	9	a.	a.	NOUN
ap-10161	416	10	jedi	jedi	PROPN
ap-10161	416	11	,	,	PUNCT
ap-10161	416	12	n.	n.	PROPN
ap-10161	416	13	a.	a.	NOUN
ap-10161	416	14	a.	a.	NOUN
ap-10161	416	15	bakar	bakar	PROPN
ap-10161	416	16	.	.	PUNCT
ap-10161	417	1	mhd	mhd	PROPN
ap-10161	417	2	stagnation	stagnation	NOUN
ap-10161	417	3	point	point	NOUN
ap-10161	417	4	on	on	ADP
ap-10161	417	5	nanofluid	nanofluid	ADJ
ap-10161	417	6	flow	flow	NOUN
ap-10161	417	7	and	and	CCONJ
ap-10161	417	8	heat	heat	NOUN
ap-10161	417	9	transfer	transfer	NOUN
ap-10161	417	10	of	of	ADP
ap-10161	417	11	carbon	carbon	NOUN
ap-10161	417	12	nanotube	nanotube	NOUN
ap-10161	417	13	over	over	ADP
ap-10161	417	14	a	a	DET
ap-10161	417	15	shrinking	shrink	VERB
ap-10161	417	16	surface	surface	NOUN
ap-10161	417	17	with	with	ADP
ap-10161	417	18	heat	heat	NOUN
ap-10161	417	19	sink	sink	NOUN
ap-10161	417	20	effect	effect	NOUN
ap-10161	417	21	.	.	PUNCT
ap-10161	418	1	molecules	molecule	NOUN
ap-10161	418	2	26(24):7441	26(24):7441	NUM
ap-10161	418	3	,	,	PUNCT
ap-10161	418	4	2021	2021	NUM
ap-10161	418	5	.	.	PUNCT
ap-10161	419	1	https://doi.org/10.3390/molecules26247441	https://doi.org/10.3390/molecules26247441	NOUN
ap-10161	419	2	[	[	X
ap-10161	419	3	12	12	NUM
ap-10161	419	4	]	]	PUNCT
ap-10161	419	5	a.	a.	NOUN
ap-10161	419	6	majeed	majeed	PROPN
ap-10161	419	7	,	,	PUNCT
ap-10161	419	8	a.	a.	PROPN
ap-10161	419	9	zeeshan	zeeshan	PROPN
ap-10161	419	10	,	,	PUNCT
ap-10161	419	11	t.	t.	PROPN
ap-10161	419	12	alam	alam	PROPN
ap-10161	419	13	.	.	PUNCT
ap-10161	420	1	mathematical	mathematical	ADJ
ap-10161	420	2	analysis	analysis	NOUN
ap-10161	420	3	of	of	ADP
ap-10161	420	4	mhd	mhd	PROPN
ap-10161	420	5	cnt	cnt	PROPN
ap-10161	420	6	’s	’s	NOUN
ap-10161	420	7	of	of	ADP
ap-10161	420	8	rotating	rotate	VERB
ap-10161	420	9	nanofluid	nanofluid	ADJ
ap-10161	420	10	flow	flow	NOUN
ap-10161	420	11	over	over	ADP
ap-10161	420	12	a	a	DET
ap-10161	420	13	permeable	permeable	ADJ
ap-10161	420	14	stretching	stretch	VERB
ap-10161	420	15	surface	surface	NOUN
ap-10161	420	16	.	.	PUNCT
ap-10161	421	1	arabian	arabian	ADJ
ap-10161	421	2	journal	journal	PROPN
ap-10161	421	3	for	for	ADP
ap-10161	421	4	science	science	NOUN
ap-10161	421	5	and	and	CCONJ
ap-10161	421	6	engineering	engineering	NOUN
ap-10161	421	7	48(1):727–737	48(1):727–737	PROPN
ap-10161	421	8	,	,	PUNCT
ap-10161	421	9	2023	2023	NUM
ap-10161	421	10	.	.	PUNCT
ap-10161	422	1	https://doi.org/10.1007/s13369-022-06871-w	https://doi.org/10.1007/s13369-022-06871-w	X
ap-10161	422	2	[	[	X
ap-10161	422	3	13	13	NUM
ap-10161	422	4	]	]	X
ap-10161	422	5	n.	n.	PROPN
ap-10161	422	6	a.	a.	PROPN
ap-10161	422	7	a.	a.	PROPN
ap-10161	422	8	samat	samat	PROPN
ap-10161	422	9	,	,	PUNCT
ap-10161	422	10	n.	n.	PROPN
ap-10161	422	11	bachok	bachok	NOUN
ap-10161	422	12	,	,	PUNCT
ap-10161	422	13	n.	n.	PROPN
ap-10161	422	14	m.	m.	PROPN
ap-10161	422	15	arifin	arifin	PROPN
ap-10161	422	16	.	.	PUNCT
ap-10161	423	1	carbon	carbon	NOUN
ap-10161	423	2	nanotubes	nanotube	NOUN
ap-10161	423	3	(	(	PUNCT
ap-10161	423	4	cnts	cnt	NOUN
ap-10161	423	5	)	)	PUNCT
ap-10161	423	6	nanofluids	nanofluid	VERB
ap-10161	423	7	flow	flow	NOUN
ap-10161	423	8	and	and	CCONJ
ap-10161	423	9	heat	heat	NOUN
ap-10161	423	10	transfer	transfer	NOUN
ap-10161	423	11	under	under	ADP
ap-10161	423	12	mhd	mhd	NOUN
ap-10161	423	13	effect	effect	NOUN
ap-10161	423	14	over	over	ADP
ap-10161	423	15	a	a	DET
ap-10161	423	16	moving	move	VERB
ap-10161	423	17	surface	surface	NOUN
ap-10161	423	18	.	.	PUNCT
ap-10161	424	1	journal	journal	NOUN
ap-10161	424	2	of	of	ADP
ap-10161	424	3	advanced	advanced	ADJ
ap-10161	424	4	research	research	NOUN
ap-10161	424	5	in	in	ADP
ap-10161	424	6	fluid	fluid	ADJ
ap-10161	424	7	mechanics	mechanic	NOUN
ap-10161	424	8	and	and	CCONJ
ap-10161	424	9	thermal	thermal	ADJ
ap-10161	424	10	sciences	science	NOUN
ap-10161	424	11	103(1):165–178	103(1):165–178	NUM
ap-10161	424	12	,	,	PUNCT
ap-10161	424	13	2023	2023	NUM
ap-10161	424	14	.	.	PUNCT
ap-10161	425	1	https://doi.org/10.37934/arfmts.103.1.165178	https://doi.org/10.37934/arfmts.103.1.165178	ADJ
ap-10161	426	1	[	[	X
ap-10161	426	2	14	14	NUM
ap-10161	426	3	]	]	X
ap-10161	426	4	n.	n.	PROPN
ap-10161	426	5	vishnu	vishnu	PROPN
ap-10161	426	6	ganesh	ganesh	PROPN
ap-10161	426	7	,	,	PUNCT
ap-10161	426	8	a.	a.	PROPN
ap-10161	426	9	k.	k.	PROPN
ap-10161	426	10	abdul	abdul	PROPN
ap-10161	426	11	hakeem	hakeem	PROPN
ap-10161	426	12	,	,	PUNCT
ap-10161	426	13	b.	b.	PROPN
ap-10161	426	14	ganga	ganga	PROPN
ap-10161	426	15	.	.	PUNCT
ap-10161	427	1	darcy	darcy	PROPN
ap-10161	427	2	–	–	PUNCT
ap-10161	427	3	forchheimer	forchheimer	ADJ
ap-10161	427	4	flow	flow	NOUN
ap-10161	427	5	of	of	ADP
ap-10161	427	6	hydromagnetic	hydromagnetic	ADJ
ap-10161	427	7	nanofluid	nanofluid	NOUN
ap-10161	427	8	over	over	ADP
ap-10161	427	9	a	a	DET
ap-10161	427	10	stretching	stretch	VERB
ap-10161	427	11	/	/	SYM
ap-10161	427	12	shrinking	shrink	VERB
ap-10161	427	13	sheet	sheet	NOUN
ap-10161	427	14	in	in	ADP
ap-10161	427	15	a	a	DET
ap-10161	427	16	thermally	thermally	ADV
ap-10161	427	17	stratified	stratified	ADJ
ap-10161	427	18	porous	porous	ADJ
ap-10161	427	19	medium	medium	NOUN
ap-10161	427	20	with	with	ADP
ap-10161	427	21	second	second	ADJ
ap-10161	427	22	order	order	NOUN
ap-10161	427	23	slip	slip	NOUN
ap-10161	427	24	,	,	PUNCT
ap-10161	427	25	viscous	viscous	ADJ
ap-10161	427	26	and	and	CCONJ
ap-10161	427	27	ohmic	ohmic	ADJ
ap-10161	427	28	dissipations	dissipation	NOUN
ap-10161	427	29	effects	effect	NOUN
ap-10161	427	30	.	.	PUNCT
ap-10161	428	1	ain	ain	PROPN
ap-10161	428	2	shams	sham	VERB
ap-10161	428	3	engineering	engineering	PROPN
ap-10161	428	4	journal	journal	PROPN
ap-10161	428	5	9(4):939–951	9(4):939–951	PROPN
ap-10161	428	6	,	,	PUNCT
ap-10161	428	7	2018	2018	NUM
ap-10161	428	8	.	.	PUNCT
ap-10161	429	1	https://doi.org/10.1016/j.asej.2016.04.019	https://doi.org/10.1016/j.asej.2016.04.019	PRON
ap-10161	429	2	[	[	X
ap-10161	429	3	15	15	NUM
ap-10161	429	4	]	]	X
ap-10161	429	5	m.	m.	NOUN
ap-10161	429	6	jawad	jawad	PROPN
ap-10161	429	7	,	,	PUNCT
ap-10161	429	8	m.	m.	PROPN
ap-10161	429	9	k.	k.	PROPN
ap-10161	429	10	hameed	hameed	PROPN
ap-10161	429	11	,	,	PUNCT
ap-10161	429	12	k.	k.	PROPN
ap-10161	429	13	s.	s.	PROPN
ap-10161	429	14	nisar	nisar	PROPN
ap-10161	429	15	,	,	PUNCT
ap-10161	429	16	a.	a.	PROPN
ap-10161	429	17	h.	h.	PROPN
ap-10161	429	18	majeed	majeed	PROPN
ap-10161	429	19	.	.	PUNCT
ap-10161	430	1	darcy	darcy	PROPN
ap-10161	430	2	-	-	PUNCT
ap-10161	430	3	forchheimer	forchheimer	PROPN
ap-10161	430	4	flow	flow	NOUN
ap-10161	430	5	of	of	ADP
ap-10161	430	6	maxwell	maxwell	PROPN
ap-10161	430	7	nanofluid	nanofluid	PROPN
ap-10161	430	8	flow	flow	NOUN
ap-10161	430	9	over	over	ADP
ap-10161	430	10	a	a	DET
ap-10161	430	11	porous	porous	ADJ
ap-10161	430	12	stretching	stretching	NOUN
ap-10161	430	13	sheet	sheet	NOUN
ap-10161	430	14	with	with	ADP
ap-10161	430	15	arrhenius	arrhenius	PROPN
ap-10161	430	16	activation	activation	NOUN
ap-10161	430	17	energy	energy	NOUN
ap-10161	430	18	and	and	CCONJ
ap-10161	430	19	nield	nield	ADJ
ap-10161	430	20	boundary	boundary	ADJ
ap-10161	430	21	conditions	condition	NOUN
ap-10161	430	22	.	.	PUNCT
ap-10161	431	1	case	case	NOUN
ap-10161	431	2	studies	study	NOUN
ap-10161	431	3	in	in	ADP
ap-10161	431	4	thermal	thermal	ADJ
ap-10161	431	5	engineering	engineering	NOUN
ap-10161	431	6	44:102830	44:102830	NUM
ap-10161	431	7	,	,	PUNCT
ap-10161	431	8	2023	2023	NUM
ap-10161	431	9	.	.	PUNCT
ap-10161	432	1	https://doi.org/10.1016/j.csite.2023.102830	https://doi.org/10.1016/j.csite.2023.102830	PROPN
ap-10161	432	2	[	[	X
ap-10161	432	3	16	16	NUM
ap-10161	432	4	]	]	X
ap-10161	432	5	p.	p.	PROPN
ap-10161	432	6	agarwal	agarwal	PROPN
ap-10161	432	7	,	,	PUNCT
ap-10161	432	8	r.	r.	PROPN
ap-10161	432	9	jain	jain	PROPN
ap-10161	432	10	,	,	PUNCT
ap-10161	432	11	k.	k.	PROPN
ap-10161	432	12	loganathan	loganathan	PROPN
ap-10161	432	13	.	.	PUNCT
ap-10161	433	1	thermally	thermally	ADV
ap-10161	433	2	radiative	radiative	VERB
ap-10161	433	3	flow	flow	NOUN
ap-10161	433	4	of	of	ADP
ap-10161	433	5	mhd	mhd	PROPN
ap-10161	433	6	powell	powell	PROPN
ap-10161	433	7	-	-	PUNCT
ap-10161	433	8	eyring	eyre	VERB
ap-10161	433	9	nanofluid	nanofluid	NOUN
ap-10161	433	10	over	over	ADP
ap-10161	433	11	an	an	DET
ap-10161	433	12	exponential	exponential	ADJ
ap-10161	433	13	stretching	stretch	VERB
ap-10161	433	14	sheet	sheet	NOUN
ap-10161	433	15	with	with	ADP
ap-10161	433	16	swimming	swimming	NOUN
ap-10161	433	17	microorganisms	microorganism	NOUN
ap-10161	433	18	and	and	CCONJ
ap-10161	433	19	viscous	viscous	ADJ
ap-10161	433	20	dissipation	dissipation	NOUN
ap-10161	433	21	:	:	PUNCT
ap-10161	433	22	a	a	DET
ap-10161	433	23	numerical	numerical	ADJ
ap-10161	433	24	computation	computation	NOUN
ap-10161	433	25	.	.	PUNCT
ap-10161	434	1	international	international	ADJ
ap-10161	434	2	journal	journal	PROPN
ap-10161	434	3	of	of	ADP
ap-10161	434	4	thermofluids	thermofluid	NOUN
ap-10161	434	5	23:100773	23:100773	NUM
ap-10161	434	6	,	,	PUNCT
ap-10161	434	7	2024	2024	NUM
ap-10161	434	8	.	.	PUNCT
ap-10161	435	1	https://doi.org/10.1016/j.ijft.2024.100773	https://doi.org/10.1016/j.ijft.2024.100773	PROPN
ap-10161	436	1	[	[	X
ap-10161	436	2	17	17	NUM
ap-10161	436	3	]	]	PUNCT
ap-10161	436	4	p.	p.	PROPN
ap-10161	436	5	choudhary	choudhary	PROPN
ap-10161	436	6	,	,	PUNCT
ap-10161	436	7	s.	s.	PROPN
ap-10161	436	8	choudhary	choudhary	PROPN
ap-10161	436	9	,	,	PUNCT
ap-10161	436	10	k.	k.	PROPN
ap-10161	436	11	jat	jat	PROPN
ap-10161	436	12	,	,	PUNCT
ap-10161	436	13	et	et	PROPN
ap-10161	436	14	al	al	PROPN
ap-10161	436	15	.	.	PUNCT
ap-10161	436	16	impacts	impact	NOUN
ap-10161	436	17	of	of	ADP
ap-10161	436	18	unsteady	unsteady	ADJ
ap-10161	436	19	mhd	mhd	X
ap-10161	436	20	hybrid	hybrid	ADJ
ap-10161	436	21	nanofluid	nanofluid	PROPN
ap-10161	436	22	over	over	ADP
ap-10161	436	23	a	a	DET
ap-10161	436	24	non	non	ADJ
ap-10161	436	25	-	-	ADJ
ap-10161	436	26	linear	linear	ADJ
ap-10161	436	27	stretchable	stretchable	ADJ
ap-10161	436	28	porous	porous	ADJ
ap-10161	436	29	sheet	sheet	NOUN
ap-10161	436	30	with	with	ADP
ap-10161	436	31	thermal	thermal	ADJ
ap-10161	436	32	radiation	radiation	NOUN
ap-10161	436	33	and	and	CCONJ
ap-10161	436	34	gyrotatic	gyrotatic	ADJ
ap-10161	436	35	microorganisms	microorganism	NOUN
ap-10161	436	36	.	.	PUNCT
ap-10161	437	1	international	international	ADJ
ap-10161	437	2	journal	journal	NOUN
ap-10161	437	3	of	of	ADP
ap-10161	437	4	thermofluids	thermofluid	NOUN
ap-10161	437	5	23:100788	23:100788	NUM
ap-10161	437	6	,	,	PUNCT
ap-10161	437	7	2024	2024	NUM
ap-10161	437	8	.	.	PUNCT
ap-10161	438	1	https://doi.org/10.1016/j.ijft.2024.100788	https://doi.org/10.1016/j.ijft.2024.100788	PROPN
ap-10161	438	2	[	[	X
ap-10161	438	3	18	18	NUM
ap-10161	438	4	]	]	X
ap-10161	438	5	p.	p.	PROPN
ap-10161	438	6	rana	rana	PROPN
ap-10161	438	7	,	,	PUNCT
ap-10161	438	8	m.	m.	NOUN
ap-10161	438	9	basavarajappa	basavarajappa	PROPN
ap-10161	438	10	.	.	PUNCT
ap-10161	439	1	bioconvection	bioconvection	NOUN
ap-10161	439	2	dynamics	dynamic	NOUN
ap-10161	439	3	in	in	ADP
ap-10161	439	4	rotating	rotate	VERB
ap-10161	439	5	and	and	CCONJ
ap-10161	439	6	stationary	stationary	ADJ
ap-10161	439	7	cone	cone	NOUN
ap-10161	439	8	-	-	PUNCT
ap-10161	439	9	disk	disk	NOUN
ap-10161	439	10	systems	system	NOUN
ap-10161	439	11	.	.	PUNCT
ap-10161	440	1	physics	physic	NOUN
ap-10161	440	2	of	of	ADP
ap-10161	440	3	fluids	fluid	NOUN
ap-10161	440	4	36(11):112038	36(11):112038	NUM
ap-10161	440	5	,	,	PUNCT
ap-10161	440	6	2024	2024	NUM
ap-10161	440	7	.	.	PUNCT
ap-10161	441	1	https://doi.org/10.1063/5.0239637	https://doi.org/10.1063/5.0239637	PROPN
ap-10161	441	2	[	[	X
ap-10161	441	3	19	19	NUM
ap-10161	441	4	]	]	PUNCT
ap-10161	441	5	m.	m.	PROPN
ap-10161	441	6	r.	r.	PROPN
ap-10161	441	7	moradi	moradi	PROPN
ap-10161	441	8	,	,	PUNCT
ap-10161	441	9	k.	k.	PROPN
ap-10161	441	10	hosseinzadeh	hosseinzadeh	PROPN
ap-10161	441	11	,	,	PUNCT
ap-10161	441	12	a.	a.	NOUN
ap-10161	441	13	hasibi	hasibi	NOUN
ap-10161	441	14	,	,	PUNCT
ap-10161	441	15	d.	d.	PROPN
ap-10161	441	16	d.	d.	PROPN
ap-10161	441	17	ganji	ganji	PROPN
ap-10161	441	18	.	.	PUNCT
ap-10161	442	1	hydrothermal	hydrothermal	NOUN
ap-10161	442	2	study	study	NOUN
ap-10161	442	3	on	on	ADP
ap-10161	442	4	nano	nano	NOUN
ap-10161	442	5	-	-	PUNCT
ap-10161	442	6	bioconvective	bioconvective	ADJ
ap-10161	442	7	fluid	fluid	NOUN
ap-10161	442	8	flow	flow	NOUN
ap-10161	442	9	over	over	ADP
ap-10161	442	10	a	a	DET
ap-10161	442	11	vertical	vertical	ADJ
ap-10161	442	12	plate	plate	NOUN
ap-10161	442	13	under	under	ADP
ap-10161	442	14	the	the	DET
ap-10161	442	15	effect	effect	NOUN
ap-10161	442	16	of	of	ADP
ap-10161	442	17	magnetic	magnetic	ADJ
ap-10161	442	18	field	field	NOUN
ap-10161	442	19	.	.	PUNCT
ap-10161	443	1	numerical	numerical	ADJ
ap-10161	443	2	heat	heat	NOUN
ap-10161	443	3	transfer	transfer	NOUN
ap-10161	443	4	,	,	PUNCT
ap-10161	443	5	part	part	NOUN
ap-10161	443	6	b	b	NOUN
ap-10161	443	7	:	:	PUNCT
ap-10161	443	8	fundamentals	fundamental	NOUN
ap-10161	443	9	85(4):469–483	85(4):469–483	NOUN
ap-10161	443	10	,	,	PUNCT
ap-10161	443	11	2024	2024	NUM
ap-10161	443	12	.	.	PUNCT
ap-10161	444	1	https://doi.org/10.1080/10407790.2023.2241632	https://doi.org/10.1080/10407790.2023.2241632	PROPN
ap-10161	445	1	[	[	X
ap-10161	445	2	20	20	NUM
ap-10161	445	3	]	]	PUNCT
ap-10161	445	4	e.	e.	PROPN
ap-10161	445	5	a.	a.	PROPN
ap-10161	445	6	algehyne	algehyne	PROPN
ap-10161	445	7	,	,	PUNCT
ap-10161	445	8	f.	f.	PROPN
ap-10161	445	9	m.	m.	PROPN
ap-10161	445	10	alamrani	alamrani	PROPN
ap-10161	445	11	,	,	PUNCT
ap-10161	446	1	s.	s.	PROPN
ap-10161	446	2	a.	a.	PROPN
ap-10161	446	3	lone	lone	PROPN
ap-10161	446	4	,	,	PUNCT
ap-10161	446	5	et	et	PROPN
ap-10161	446	6	al	al	PROPN
ap-10161	446	7	.	.	PROPN
ap-10161	447	1	numerical	numerical	PROPN
ap-10161	447	2	exploration	exploration	PROPN
ap-10161	447	3	of	of	ADP
ap-10161	447	4	radiative	radiative	ADJ
ap-10161	447	5	heat	heat	NOUN
ap-10161	447	6	transfers	transfer	NOUN
ap-10161	447	7	in	in	ADP
ap-10161	447	8	a	a	DET
ap-10161	447	9	magneto	magneto	PROPN
ap-10161	447	10	bioconvection	bioconvection	PROPN
ap-10161	447	11	maxwell	maxwell	PROPN
ap-10161	447	12	fluid	fluid	NOUN
ap-10161	447	13	passing	pass	VERB
ap-10161	447	14	through	through	ADP
ap-10161	447	15	a	a	DET
ap-10161	447	16	spinning	spinning	NOUN
ap-10161	447	17	disk	disk	NOUN
ap-10161	447	18	.	.	PUNCT
ap-10161	448	1	advances	advance	NOUN
ap-10161	448	2	in	in	ADP
ap-10161	448	3	mechanical	mechanical	ADJ
ap-10161	448	4	engineering	engineering	NOUN
ap-10161	448	5	16(10):16878132241282017	16(10):16878132241282017	NUM
ap-10161	448	6	,	,	PUNCT
ap-10161	448	7	2024	2024	NUM
ap-10161	448	8	.	.	PUNCT
ap-10161	449	1	https://doi.org/10.1177/16878132241282017	https://doi.org/10.1177/16878132241282017	ADP
ap-10161	449	2	[	[	X
ap-10161	449	3	21	21	NUM
ap-10161	449	4	]	]	PUNCT
ap-10161	449	5	m.	m.	PROPN
ap-10161	449	6	r.	r.	PROPN
ap-10161	449	7	khan	khan	PROPN
ap-10161	449	8	,	,	PUNCT
ap-10161	449	9	v.	v.	ADP
ap-10161	449	10	puneeth	puneeth	NOUN
ap-10161	449	11	,	,	PUNCT
ap-10161	449	12	m.	m.	NOUN
ap-10161	449	13	k.	k.	PROPN
ap-10161	449	14	alaoui	alaoui	PROPN
ap-10161	449	15	,	,	PUNCT
ap-10161	449	16	a.	a.	NOUN
ap-10161	449	17	o.	o.	NOUN
ap-10161	449	18	almagrabi	almagrabi	PROPN
ap-10161	449	19	.	.	PUNCT
ap-10161	450	1	numerical	numerical	PROPN
ap-10161	450	2	simulation	simulation	PROPN
ap-10161	450	3	of	of	ADP
ap-10161	450	4	unsteady	unsteady	ADJ
ap-10161	450	5	mhd	mhd	PROPN
ap-10161	450	6	bio	bio	PROPN
ap-10161	450	7	-	-	ADJ
ap-10161	450	8	convective	convective	ADJ
ap-10161	450	9	flow	flow	NOUN
ap-10161	450	10	of	of	ADP
ap-10161	450	11	viscous	viscous	ADJ
ap-10161	450	12	nanofluid	nanofluid	NOUN
ap-10161	450	13	through	through	ADP
ap-10161	450	14	a	a	DET
ap-10161	450	15	stretching	stretch	VERB
ap-10161	450	16	surface	surface	NOUN
ap-10161	450	17	.	.	PUNCT
ap-10161	451	1	case	case	NOUN
ap-10161	451	2	studies	study	NOUN
ap-10161	451	3	in	in	ADP
ap-10161	451	4	thermal	thermal	ADJ
ap-10161	451	5	engineering	engineering	NOUN
ap-10161	451	6	53:103830	53:103830	NUM
ap-10161	451	7	,	,	PUNCT
ap-10161	451	8	2024	2024	NUM
ap-10161	451	9	.	.	PUNCT
ap-10161	452	1	https://doi.org/10.1016/j.csite.2023.103830	https://doi.org/10.1016/j.csite.2023.103830	PROPN
ap-10161	453	1	[	[	X
ap-10161	453	2	22	22	NUM
ap-10161	453	3	]	]	X
ap-10161	453	4	y.	y.	PROPN
ap-10161	453	5	wu	wu	PROPN
ap-10161	453	6	,	,	PUNCT
ap-10161	453	7	m.	m.	NOUN
ap-10161	453	8	chaudhry	chaudhry	PROPN
ap-10161	453	9	,	,	PUNCT
ap-10161	453	10	n.	n.	PROPN
ap-10161	453	11	maqbool	maqbool	PROPN
ap-10161	453	12	,	,	PUNCT
ap-10161	453	13	et	et	PROPN
ap-10161	453	14	al	al	PROPN
ap-10161	453	15	.	.	PROPN
ap-10161	453	16	entropy	entropy	PROPN
ap-10161	453	17	generation	generation	NOUN
ap-10161	453	18	in	in	ADP
ap-10161	453	19	radiative	radiative	ADJ
ap-10161	453	20	motion	motion	NOUN
ap-10161	453	21	of	of	ADP
ap-10161	453	22	tangent	tangent	ADJ
ap-10161	453	23	hyperbolic	hyperbolic	ADJ
ap-10161	453	24	nanofluid	nanofluid	NOUN
ap-10161	453	25	in	in	ADP
ap-10161	453	26	the	the	DET
ap-10161	453	27	presence	presence	NOUN
ap-10161	453	28	of	of	ADP
ap-10161	453	29	gyrotactic	gyrotactic	ADJ
ap-10161	453	30	microorganisms	microorganism	NOUN
ap-10161	453	31	and	and	CCONJ
ap-10161	453	32	activation	activation	NOUN
ap-10161	453	33	energy	energy	NOUN
ap-10161	453	34	.	.	PUNCT
ap-10161	454	1	frontiers	frontier	NOUN
ap-10161	454	2	in	in	ADP
ap-10161	454	3	physics	physics	NOUN
ap-10161	454	4	12:1409318	12:1409318	NUM
ap-10161	454	5	,	,	PUNCT
ap-10161	454	6	2024	2024	NUM
ap-10161	454	7	.	.	PUNCT
ap-10161	455	1	https://doi.org/10.3389/fphy.2024.1409318	https://doi.org/10.3389/fphy.2024.1409318	PROPN
ap-10161	456	1	[	[	X
ap-10161	456	2	23	23	NUM
ap-10161	456	3	]	]	PUNCT
ap-10161	456	4	m.	m.	NOUN
ap-10161	456	5	chaudhry	chaudhry	PROPN
ap-10161	456	6	,	,	PUNCT
ap-10161	456	7	m.	m.	NOUN
ap-10161	456	8	a.	a.	NOUN
ap-10161	456	9	basit	basit	PROPN
ap-10161	456	10	,	,	PUNCT
ap-10161	456	11	m.	m.	NOUN
ap-10161	456	12	imran	imran	PROPN
ap-10161	456	13	,	,	PUNCT
ap-10161	456	14	et	et	PROPN
ap-10161	456	15	al	al	PROPN
ap-10161	456	16	.	.	PROPN
ap-10161	457	1	numerical	numerical	PROPN
ap-10161	457	2	analysis	analysis	NOUN
ap-10161	457	3	of	of	ADP
ap-10161	457	4	mathematical	mathematical	ADJ
ap-10161	457	5	model	model	NOUN
ap-10161	457	6	of	of	ADP
ap-10161	457	7	nanofluid	nanofluid	PROPN
ap-10161	457	8	flow	flow	NOUN
ap-10161	457	9	through	through	ADP
ap-10161	457	10	stagnation	stagnation	NOUN
ap-10161	457	11	point	point	NOUN
ap-10161	457	12	involving	involve	VERB
ap-10161	457	13	thermal	thermal	ADJ
ap-10161	457	14	radiation	radiation	NOUN
ap-10161	457	15	,	,	PUNCT
ap-10161	457	16	activation	activation	NOUN
ap-10161	457	17	energy	energy	NOUN
ap-10161	457	18	,	,	PUNCT
ap-10161	457	19	and	and	CCONJ
ap-10161	457	20	living	live	VERB
ap-10161	457	21	organisms	organism	NOUN
ap-10161	457	22	.	.	PUNCT
ap-10161	458	1	aip	aip	PROPN
ap-10161	458	2	advances	advance	VERB
ap-10161	458	3	15(1):015220	15(1):015220	NUM
ap-10161	458	4	,	,	PUNCT
ap-10161	458	5	2025	2025	NUM
ap-10161	458	6	.	.	PUNCT
ap-10161	459	1	https://doi.org/10.1063/5.0249122	https://doi.org/10.1063/5.0249122	X
ap-10161	460	1	[	[	X
ap-10161	460	2	24	24	NUM
ap-10161	460	3	]	]	X
ap-10161	460	4	s.	s.	PROPN
ap-10161	460	5	r.	r.	PROPN
ap-10161	460	6	mishra	mishra	PROPN
ap-10161	460	7	,	,	PUNCT
ap-10161	460	8	t.	t.	PROPN
ap-10161	460	9	m.	m.	NOUN
ap-10161	460	10	agbaje	agbaje	NOUN
ap-10161	460	11	,	,	PUNCT
ap-10161	460	12	r.	r.	PROPN
ap-10161	460	13	baithalu	baithalu	PROPN
ap-10161	460	14	,	,	PUNCT
ap-10161	460	15	s.	s.	PROPN
ap-10161	460	16	panda	panda	PROPN
ap-10161	460	17	.	.	PUNCT
ap-10161	461	1	spectral	spectral	ADJ
ap-10161	461	2	quasi	quasi	ADJ
ap-10161	461	3	-	-	ADJ
ap-10161	461	4	linearization	linearization	ADJ
ap-10161	461	5	approach	approach	NOUN
ap-10161	461	6	for	for	ADP
ap-10161	461	7	the	the	DET
ap-10161	461	8	swimming	swimming	NOUN
ap-10161	461	9	of	of	ADP
ap-10161	461	10	motile	motile	NOUN
ap-10161	461	11	microorganisms	microorganism	NOUN
ap-10161	461	12	on	on	ADP
ap-10161	461	13	the	the	DET
ap-10161	461	14	bio	bio	NOUN
ap-10161	461	15	-	-	ADJ
ap-10161	461	16	convection	convection	ADJ
ap-10161	461	17	casson	casson	PROPN
ap-10161	461	18	nanofluid	nanofluid	PROPN
ap-10161	461	19	flow	flow	NOUN
ap-10161	461	20	over	over	ADP
ap-10161	461	21	a	a	DET
ap-10161	461	22	rotating	rotate	VERB
ap-10161	461	23	circular	circular	ADJ
ap-10161	461	24	disk	disk	NOUN
ap-10161	461	25	.	.	PUNCT
ap-10161	462	1	numerical	numerical	ADJ
ap-10161	462	2	heat	heat	NOUN
ap-10161	462	3	transfer	transfer	NOUN
ap-10161	462	4	,	,	PUNCT
ap-10161	462	5	part	part	NOUN
ap-10161	462	6	b	b	NOUN
ap-10161	462	7	:	:	PUNCT
ap-10161	462	8	fundamentals	fundamental	NOUN
ap-10161	462	9	86(9):3039–3065	86(9):3039–3065	NUM
ap-10161	462	10	,	,	PUNCT
ap-10161	462	11	2025	2025	NUM
ap-10161	462	12	.	.	PUNCT
ap-10161	462	13	https://doi.org/10.1080/10407790.2024.2352857	https://doi.org/10.1080/10407790.2024.2352857	PUNCT
ap-10161	463	1	[	[	X
ap-10161	463	2	25	25	NUM
ap-10161	463	3	]	]	X
ap-10161	463	4	y.	y.	PROPN
ap-10161	463	5	aboel	aboel	PROPN
ap-10161	463	6	-	-	PUNCT
ap-10161	463	7	magd	magd	PROPN
ap-10161	463	8	,	,	PUNCT
ap-10161	463	9	a.	a.	NOUN
ap-10161	463	10	basem	basem	PROPN
ap-10161	463	11	,	,	PUNCT
ap-10161	463	12	u.	u.	PROPN
ap-10161	463	13	farooq	farooq	PROPN
ap-10161	463	14	,	,	PUNCT
ap-10161	463	15	et	et	PROPN
ap-10161	463	16	al	al	PROPN
ap-10161	463	17	.	.	PUNCT
ap-10161	463	18	computational	computational	ADJ
ap-10161	463	19	modeling	modeling	NOUN
ap-10161	463	20	of	of	ADP
ap-10161	463	21	thermal	thermal	ADJ
ap-10161	463	22	radiation	radiation	NOUN
ap-10161	463	23	and	and	CCONJ
ap-10161	463	24	activation	activation	NOUN
ap-10161	463	25	energy	energy	NOUN
ap-10161	463	26	effects	effect	NOUN
ap-10161	463	27	in	in	ADP
ap-10161	463	28	casson	casson	PROPN
ap-10161	463	29	nanofluid	nanofluid	PROPN
ap-10161	463	30	flow	flow	NOUN
ap-10161	463	31	with	with	ADP
ap-10161	463	32	bioconvection	bioconvection	NOUN
ap-10161	463	33	and	and	CCONJ
ap-10161	463	34	microorganisms	microorganism	NOUN
ap-10161	463	35	over	over	ADP
ap-10161	463	36	a	a	DET
ap-10161	463	37	disk	disk	NOUN
ap-10161	463	38	.	.	PUNCT
ap-10161	464	1	international	international	ADJ
ap-10161	464	2	journal	journal	NOUN
ap-10161	464	3	of	of	ADP
ap-10161	464	4	thermofluids	thermofluid	NOUN
ap-10161	464	5	23:100735	23:100735	NUM
ap-10161	464	6	,	,	PUNCT
ap-10161	464	7	2024	2024	NUM
ap-10161	464	8	.	.	PUNCT
ap-10161	465	1	https://doi.org/10.1016/j.ijft.2024.100735	https://doi.org/10.1016/j.ijft.2024.100735	NOUN
ap-10161	465	2	[	[	X
ap-10161	465	3	26	26	NUM
ap-10161	465	4	]	]	X
ap-10161	465	5	n.	n.	PROPN
ap-10161	465	6	s.	s.	PROPN
ap-10161	465	7	khan	khan	PROPN
ap-10161	465	8	,	,	PUNCT
ap-10161	465	9	u.	u.	PROPN
ap-10161	465	10	w.	w.	PROPN
ap-10161	465	11	humphries	humphries	PROPN
ap-10161	465	12	,	,	PUNCT
ap-10161	465	13	w.	w.	PROPN
ap-10161	465	14	kumam	kumam	PROPN
ap-10161	465	15	,	,	PUNCT
ap-10161	465	16	et	et	PROPN
ap-10161	465	17	al	al	PROPN
ap-10161	465	18	.	.	PUNCT
ap-10161	465	19	bioconvection	bioconvection	PROPN
ap-10161	465	20	casson	casson	PROPN
ap-10161	465	21	nanoliquid	nanoliquid	PROPN
ap-10161	465	22	film	film	NOUN
ap-10161	465	23	sprayed	spray	VERB
ap-10161	465	24	on	on	ADP
ap-10161	465	25	a	a	DET
ap-10161	465	26	stretching	stretch	VERB
ap-10161	465	27	cylinder	cylinder	NOUN
ap-10161	465	28	in	in	ADP
ap-10161	465	29	the	the	DET
ap-10161	465	30	portfolio	portfolio	NOUN
ap-10161	465	31	of	of	ADP
ap-10161	465	32	homogeneousheterogeneous	homogeneousheterogeneous	ADJ
ap-10161	465	33	chemical	chemical	NOUN
ap-10161	465	34	reactions	reaction	NOUN
ap-10161	465	35	.	.	PUNCT
ap-10161	466	1	zamm	zamm	PROPN
ap-10161	466	2	–	–	PUNCT
ap-10161	466	3	journal	journal	NOUN
ap-10161	466	4	of	of	ADP
ap-10161	466	5	applied	apply	VERB
ap-10161	466	6	mathematics	mathematic	NOUN
ap-10161	466	7	and	and	CCONJ
ap-10161	466	8	mechanics	mechanic	NOUN
ap-10161	466	9	102(5):e202000222	102(5):e202000222	NUM
ap-10161	466	10	,	,	PUNCT
ap-10161	466	11	2022	2022	NUM
ap-10161	466	12	.	.	PUNCT
ap-10161	467	1	https://doi.org/10.1002/zamm.202000222	https://doi.org/10.1002/zamm.202000222	NUM
ap-10161	467	2	[	[	X
ap-10161	467	3	27	27	NUM
ap-10161	467	4	]	]	X
ap-10161	467	5	n.	n.	PROPN
ap-10161	467	6	s.	s.	PROPN
ap-10161	467	7	khan	khan	PROPN
ap-10161	467	8	,	,	PUNCT
ap-10161	467	9	s.	s.	PROPN
ap-10161	467	10	sriyab	sriyab	PROPN
ap-10161	467	11	,	,	PUNCT
ap-10161	467	12	a.	a.	PROPN
ap-10161	467	13	kaewkhao	kaewkhao	PROPN
ap-10161	467	14	,	,	PUNCT
ap-10161	467	15	e.	e.	PROPN
ap-10161	467	16	thawinan	thawinan	PROPN
ap-10161	467	17	.	.	PUNCT
ap-10161	468	1	hall	hall	PROPN
ap-10161	468	2	current	current	ADJ
ap-10161	468	3	effect	effect	NOUN
ap-10161	468	4	in	in	ADP
ap-10161	468	5	bioconvection	bioconvection	NOUN
ap-10161	468	6	oldroyd	oldroyd	NOUN
ap-10161	468	7	-	-	PUNCT
ap-10161	468	8	b	b	NOUN
ap-10161	468	9	nanofluid	nanofluid	NOUN
ap-10161	468	10	flow	flow	NOUN
ap-10161	468	11	through	through	ADP
ap-10161	468	12	a	a	DET
ap-10161	468	13	porous	porous	ADJ
ap-10161	468	14	medium	medium	NOUN
ap-10161	468	15	with	with	ADP
ap-10161	468	16	cattaneo	cattaneo	ADJ
ap-10161	468	17	-	-	PUNCT
ap-10161	468	18	christov	christov	ADJ
ap-10161	468	19	heat	heat	NOUN
ap-10161	468	20	and	and	CCONJ
ap-10161	468	21	mass	mass	PROPN
ap-10161	468	22	flux	flux	NOUN
ap-10161	468	23	theory	theory	NOUN
ap-10161	468	24	.	.	PUNCT
ap-10161	469	1	scientific	scientific	ADJ
ap-10161	469	2	reports	report	NOUN
ap-10161	469	3	12(1):19821	12(1):19821	NUM
ap-10161	469	4	,	,	PUNCT
ap-10161	469	5	2022	2022	NUM
ap-10161	469	6	.	.	PUNCT
ap-10161	470	1	https://doi.org/10.1038/s41598-022-23932-0	https://doi.org/10.1038/s41598-022-23932-0	NUM
ap-10161	471	1	[	[	X
ap-10161	471	2	28	28	NUM
ap-10161	471	3	]	]	X
ap-10161	471	4	a.	a.	NOUN
ap-10161	471	5	m.	m.	PROPN
ap-10161	471	6	rashad	rashad	PROPN
ap-10161	471	7	,	,	PUNCT
ap-10161	471	8	h.	h.	PROPN
ap-10161	471	9	a.	a.	PROPN
ap-10161	471	10	nabwey	nabwey	PROPN
ap-10161	471	11	.	.	PUNCT
ap-10161	472	1	gyrotactic	gyrotactic	ADJ
ap-10161	472	2	mixed	mixed	ADJ
ap-10161	472	3	bioconvection	bioconvection	NOUN
ap-10161	472	4	flow	flow	NOUN
ap-10161	472	5	of	of	ADP
ap-10161	472	6	a	a	DET
ap-10161	472	7	nanofluid	nanofluid	NOUN
ap-10161	472	8	past	past	ADP
ap-10161	472	9	a	a	DET
ap-10161	472	10	circular	circular	ADJ
ap-10161	472	11	cylinder	cylinder	NOUN
ap-10161	472	12	with	with	ADP
ap-10161	472	13	convective	convective	ADJ
ap-10161	472	14	boundary	boundary	ADJ
ap-10161	472	15	condition	condition	NOUN
ap-10161	472	16	.	.	PUNCT
ap-10161	473	1	journal	journal	NOUN
ap-10161	473	2	of	of	ADP
ap-10161	473	3	the	the	DET
ap-10161	473	4	taiwan	taiwan	PROPN
ap-10161	473	5	institute	institute	PROPN
ap-10161	473	6	of	of	ADP
ap-10161	473	7	chemical	chemical	PROPN
ap-10161	473	8	engineers	engineer	NOUN
ap-10161	473	9	99:9–17	99:9–17	NUM
ap-10161	473	10	,	,	PUNCT
ap-10161	473	11	2019	2019	NUM
ap-10161	473	12	.	.	PUNCT
ap-10161	474	1	https://doi.org/10.1016/j.jtice.2019.02.035	https://doi.org/10.1016/j.jtice.2019.02.035	NOUN
ap-10161	474	2	491	491	NUM
ap-10161	474	3	https://doi.org/10.1016/j.csite.2024.104356	https://doi.org/10.1016/j.csite.2024.104356	NOUN
ap-10161	474	4	https://doi.org/10.1016/j.surfin.2020.100766	https://doi.org/10.1016/j.surfin.2020.100766	PROPN
ap-10161	474	5	https://doi.org/10.1016/j.matcom.2020.12.004	https://doi.org/10.1016/j.matcom.2020.12.004	ADJ
ap-10161	474	6	https://doi.org/10.1002/num.22694	https://doi.org/10.1002/num.22694	PROPN
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ap-10161	474	8	https://doi.org/10.1007/s13369-022-06871-w	https://doi.org/10.1007/s13369-022-06871-w	VERB
ap-10161	474	9	https://doi.org/10.37934/arfmts.103.1.165178	https://doi.org/10.37934/arfmts.103.1.165178	PROPN
ap-10161	474	10	https://doi.org/10.1016/j.asej.2016.04.019	https://doi.org/10.1016/j.asej.2016.04.019	VERB
ap-10161	474	11	https://doi.org/10.1016/j.csite.2023.102830	https://doi.org/10.1016/j.csite.2023.102830	PROPN
ap-10161	474	12	https://doi.org/10.1016/j.ijft.2024.100773	https://doi.org/10.1016/j.ijft.2024.100773	PROPN
ap-10161	474	13	https://doi.org/10.1016/j.ijft.2024.100788	https://doi.org/10.1016/j.ijft.2024.100788	PROPN
ap-10161	474	14	https://doi.org/10.1063/5.0239637	https://doi.org/10.1063/5.0239637	PROPN
ap-10161	474	15	https://doi.org/10.1080/10407790.2023.2241632	https://doi.org/10.1080/10407790.2023.2241632	PROPN
ap-10161	474	16	https://doi.org/10.1177/16878132241282017	https://doi.org/10.1177/16878132241282017	ADP
ap-10161	474	17	https://doi.org/10.1016/j.csite.2023.103830	https://doi.org/10.1016/j.csite.2023.103830	PROPN
ap-10161	474	18	https://doi.org/10.3389/fphy.2024.1409318	https://doi.org/10.3389/fphy.2024.1409318	PROPN
ap-10161	474	19	https://doi.org/10.1063/5.0249122	https://doi.org/10.1063/5.0249122	X
ap-10161	474	20	https://doi.org/10.1080/10407790.2024.2352857	https://doi.org/10.1080/10407790.2024.2352857	PUNCT
ap-10161	474	21	https://doi.org/10.1016/j.ijft.2024.100735	https://doi.org/10.1016/j.ijft.2024.100735	PROPN
ap-10161	474	22	https://doi.org/10.1002/zamm.202000222	https://doi.org/10.1002/zamm.202000222	NOUN
ap-10161	474	23	https://doi.org/10.1038/s41598-022-23932-0	https://doi.org/10.1038/s41598-022-23932-0	NUM
ap-10161	474	24	https://doi.org/10.1016/j.jtice.2019.02.035	https://doi.org/10.1016/j.jtice.2019.02.035	PROPN
ap-10161	474	25	b.	b.	PROPN
ap-10161	474	26	samudrala	samudrala	PROPN
ap-10161	474	27	,	,	PUNCT
ap-10161	474	28	k.	k.	PROPN
ap-10161	474	29	jayalakshmi	jayalakshmi	PROPN
ap-10161	474	30	,	,	PUNCT
ap-10161	474	31	m.	m.	NOUN
ap-10161	474	32	gundagani	gundagani	PROPN
ap-10161	474	33	acta	acta	PROPN
ap-10161	474	34	polytechnica	polytechnica	PROPN
ap-10161	474	35	[	[	X
ap-10161	474	36	29	29	NUM
ap-10161	474	37	]	]	X
ap-10161	474	38	m.	m.	NOUN
ap-10161	474	39	ferdows	ferdow	NOUN
ap-10161	474	40	,	,	PUNCT
ap-10161	474	41	k.	k.	PROPN
ap-10161	474	42	zaimi	zaimi	PROPN
ap-10161	474	43	,	,	PUNCT
ap-10161	474	44	a.	a.	PROPN
ap-10161	474	45	m.	m.	PROPN
ap-10161	474	46	rashad	rashad	PROPN
ap-10161	474	47	,	,	PUNCT
ap-10161	474	48	h.	h.	PROPN
ap-10161	474	49	a.	a.	PROPN
ap-10161	474	50	nabwey	nabwey	PROPN
ap-10161	474	51	.	.	PUNCT
ap-10161	475	1	mhd	mhd	PROPN
ap-10161	475	2	bioconvection	bioconvection	NOUN
ap-10161	475	3	flow	flow	NOUN
ap-10161	475	4	and	and	CCONJ
ap-10161	475	5	heat	heat	NOUN
ap-10161	475	6	transfer	transfer	NOUN
ap-10161	475	7	of	of	ADP
ap-10161	475	8	nanofluid	nanofluid	NOUN
ap-10161	475	9	through	through	ADP
ap-10161	475	10	an	an	DET
ap-10161	475	11	exponentially	exponentially	ADV
ap-10161	475	12	stretchable	stretchable	ADJ
ap-10161	475	13	sheet	sheet	NOUN
ap-10161	475	14	.	.	PUNCT
ap-10161	476	1	symmetry	symmetry	NOUN
ap-10161	476	2	12(5):692	12(5):692	NUM
ap-10161	476	3	,	,	PUNCT
ap-10161	476	4	2020	2020	NUM
ap-10161	476	5	.	.	PUNCT
ap-10161	477	1	https://doi.org/10.3390/sym12050692	https://doi.org/10.3390/sym12050692	NOUN
ap-10161	477	2	[	[	X
ap-10161	477	3	30	30	NUM
ap-10161	477	4	]	]	PUNCT
ap-10161	477	5	h.	h.	PROPN
ap-10161	477	6	a.	a.	PROPN
ap-10161	477	7	nabwey	nabwey	PROPN
ap-10161	477	8	,	,	PUNCT
ap-10161	477	9	s.	s.	PROPN
ap-10161	477	10	i.	i.	PROPN
ap-10161	477	11	alshber	alshber	PROPN
ap-10161	477	12	,	,	PUNCT
ap-10161	477	13	a.	a.	PROPN
ap-10161	477	14	m.	m.	PROPN
ap-10161	477	15	rashad	rashad	PROPN
ap-10161	477	16	,	,	PUNCT
ap-10161	477	17	a.	a.	PROPN
ap-10161	477	18	e.	e.	PROPN
ap-10161	477	19	n.	n.	PROPN
ap-10161	477	20	mahdy	mahdy	PROPN
ap-10161	477	21	.	.	PUNCT
ap-10161	478	1	influence	influence	NOUN
ap-10161	478	2	of	of	ADP
ap-10161	478	3	bioconvection	bioconvection	NOUN
ap-10161	478	4	and	and	CCONJ
ap-10161	478	5	chemical	chemical	NOUN
ap-10161	478	6	reaction	reaction	NOUN
ap-10161	478	7	on	on	ADP
ap-10161	478	8	magneto	magneto	PROPN
ap-10161	478	9	-	-	PUNCT
ap-10161	478	10	carreau	carreau	PROPN
ap-10161	478	11	nanofluid	nanofluid	PROPN
ap-10161	478	12	flow	flow	NOUN
ap-10161	478	13	through	through	ADP
ap-10161	478	14	an	an	DET
ap-10161	478	15	inclined	inclined	ADJ
ap-10161	478	16	cylinder	cylinder	NOUN
ap-10161	478	17	.	.	PUNCT
ap-10161	479	1	mathematics	mathematic	NOUN
ap-10161	479	2	10(3):504	10(3):504	PROPN
ap-10161	479	3	,	,	PUNCT
ap-10161	479	4	2022	2022	NUM
ap-10161	479	5	.	.	PUNCT
ap-10161	480	1	https://doi.org/10.3390/math10030504	https://doi.org/10.3390/math10030504	PROPN
ap-10161	481	1	[	[	X
ap-10161	481	2	31	31	NUM
ap-10161	481	3	]	]	X
ap-10161	481	4	d.	d.	PROPN
ap-10161	481	5	r.	r.	PROPN
ap-10161	481	6	kirubaharan	kirubaharan	PROPN
ap-10161	481	7	,	,	PUNCT
ap-10161	481	8	a.	a.	PROPN
ap-10161	481	9	d.	d.	PROPN
ap-10161	481	10	subhashini	subhashini	PROPN
ap-10161	481	11	,	,	PUNCT
ap-10161	481	12	m.	m.	NOUN
ap-10161	481	13	gundagani	gundagani	NOUN
ap-10161	481	14	.	.	PUNCT
ap-10161	482	1	study	study	NOUN
ap-10161	482	2	of	of	ADP
ap-10161	482	3	three	three	NUM
ap-10161	482	4	dimensional	dimensional	ADJ
ap-10161	482	5	casson	casson	NOUN
ap-10161	482	6	-	-	PUNCT
ap-10161	482	7	nanofluid	nanofluid	ADJ
ap-10161	482	8	flow	flow	NOUN
ap-10161	482	9	due	due	ADP
ap-10161	482	10	to	to	ADP
ap-10161	482	11	a	a	DET
ap-10161	482	12	linear	linear	ADJ
ap-10161	482	13	porous	porous	ADJ
ap-10161	482	14	stretching	stretching	NOUN
ap-10161	482	15	sheet	sheet	NOUN
ap-10161	482	16	in	in	ADP
ap-10161	482	17	the	the	DET
ap-10161	482	18	presence	presence	NOUN
ap-10161	482	19	of	of	ADP
ap-10161	482	20	double	double	ADJ
ap-10161	482	21	diffusion	diffusion	NOUN
ap-10161	482	22	effects	effect	NOUN
ap-10161	482	23	.	.	PUNCT
ap-10161	483	1	advances	advance	NOUN
ap-10161	483	2	in	in	ADP
ap-10161	483	3	systems	system	NOUN
ap-10161	483	4	science	science	NOUN
ap-10161	483	5	and	and	CCONJ
ap-10161	483	6	applications	application	NOUN
ap-10161	483	7	24(3):90–103	24(3):90–103	NUM
ap-10161	483	8	,	,	PUNCT
ap-10161	483	9	2024	2024	NUM
ap-10161	483	10	.	.	PUNCT
ap-10161	484	1	https://doi.org/10.25728/assa.2024.2024.03.1539	https://doi.org/10.25728/assa.2024.2024.03.1539	NOUN
ap-10161	484	2	[	[	X
ap-10161	484	3	32	32	NUM
ap-10161	484	4	]	]	PUNCT
ap-10161	484	5	m.	m.	NOUN
ap-10161	484	6	gundagani	gundagani	NOUN
ap-10161	484	7	,	,	PUNCT
ap-10161	484	8	g.	g.	PROPN
ap-10161	484	9	deepa	deepa	PROPN
ap-10161	484	10	,	,	PUNCT
ap-10161	484	11	j.	j.	PROPN
ap-10161	484	12	v.	v.	PROPN
ap-10161	484	13	madhu	madhu	PROPN
ap-10161	484	14	,	,	PUNCT
ap-10161	484	15	et	et	PROPN
ap-10161	484	16	al	al	PROPN
ap-10161	484	17	.	.	PROPN
ap-10161	485	1	three	three	NUM
ap-10161	485	2	dimensional	dimensional	ADJ
ap-10161	485	3	chemically	chemically	ADV
ap-10161	485	4	reacting	react	VERB
ap-10161	485	5	oldroyd	oldroyd	VERB
ap-10161	485	6	-	-	PUNCT
ap-10161	485	7	b	b	NOUN
ap-10161	485	8	fluid	fluid	NOUN
ap-10161	485	9	+	+	CCONJ
ap-10161	485	10	nanofluid	nanofluid	ADJ
ap-10161	485	11	flow	flow	NOUN
ap-10161	485	12	in	in	ADP
ap-10161	485	13	presence	presence	NOUN
ap-10161	485	14	of	of	ADP
ap-10161	485	15	thermophoresis	thermophoresis	NOUN
ap-10161	485	16	and	and	CCONJ
ap-10161	485	17	brownian	brownian	ADJ
ap-10161	485	18	motion	motion	NOUN
ap-10161	485	19	effects	effect	NOUN
ap-10161	485	20	.	.	PUNCT
ap-10161	486	1	discontinuity	discontinuity	NOUN
ap-10161	486	2	,	,	PUNCT
ap-10161	486	3	nonlinearity	nonlinearity	NOUN
ap-10161	486	4	,	,	PUNCT
ap-10161	486	5	and	and	CCONJ
ap-10161	486	6	complexity	complexity	NOUN
ap-10161	486	7	14(2):373–388	14(2):373–388	NUM
ap-10161	486	8	,	,	PUNCT
ap-10161	486	9	2025	2025	NUM
ap-10161	486	10	.	.	PUNCT
ap-10161	487	1	https://doi.org/10.5890/dnc.2025.06.010	https://doi.org/10.5890/dnc.2025.06.010	NUM
ap-10161	488	1	[	[	X
ap-10161	488	2	33	33	NUM
ap-10161	488	3	]	]	PUNCT
ap-10161	489	1	p.	p.	PROPN
ap-10161	489	2	k.	k.	PROPN
ap-10161	490	1	tanuku	tanuku	PROPN
ap-10161	490	2	,	,	PUNCT
ap-10161	490	3	l.	l.	PROPN
ap-10161	490	4	p.	p.	PROPN
ap-10161	490	5	mamidi	mamidi	NOUN
ap-10161	490	6	,	,	PUNCT
ap-10161	490	7	m.	m.	NOUN
ap-10161	490	8	gundagani	gundagani	NOUN
ap-10161	490	9	.	.	PUNCT
ap-10161	491	1	modelling	modelling	NOUN
ap-10161	491	2	and	and	CCONJ
ap-10161	491	3	analysis	analysis	NOUN
ap-10161	491	4	of	of	ADP
ap-10161	491	5	three	three	NUM
ap-10161	491	6	-	-	PUNCT
ap-10161	491	7	dimensional	dimensional	ADJ
ap-10161	491	8	chemically	chemically	ADV
ap-10161	491	9	reacting	react	VERB
ap-10161	491	10	,	,	PUNCT
ap-10161	491	11	radiating	radiate	VERB
ap-10161	491	12	casson	casson	NOUN
ap-10161	491	13	-	-	PUNCT
ap-10161	491	14	nanofluid	nanofluid	ADJ
ap-10161	491	15	flow	flow	NOUN
ap-10161	491	16	:	:	PUNCT
ap-10161	491	17	thermophoresis	thermophoresis	NOUN
ap-10161	491	18	and	and	CCONJ
ap-10161	491	19	brownian	brownian	ADJ
ap-10161	491	20	motion	motion	NOUN
ap-10161	491	21	effects	effect	NOUN
ap-10161	491	22	.	.	PUNCT
ap-10161	492	1	acta	acta	PROPN
ap-10161	492	2	polytechnica	polytechnica	PROPN
ap-10161	492	3	64(5):455–463	64(5):455–463	PROPN
ap-10161	492	4	,	,	PUNCT
ap-10161	492	5	2024	2024	NUM
ap-10161	492	6	.	.	PUNCT
ap-10161	493	1	https://doi.org/10.14311/ap.2024.64.0455	https://doi.org/10.14311/ap.2024.64.0455	X
ap-10161	493	2	[	[	X
ap-10161	493	3	34	34	NUM
ap-10161	493	4	]	]	PUNCT
ap-10161	493	5	m.	m.	NOUN
ap-10161	493	6	gundagani	gundagani	NOUN
ap-10161	493	7	,	,	PUNCT
ap-10161	493	8	p.	p.	NOUN
ap-10161	493	9	lakshmi	lakshmi	PROPN
ap-10161	493	10	,	,	PUNCT
ap-10161	493	11	m.	m.	NOUN
ap-10161	493	12	amarnath	amarnath	PROPN
ap-10161	493	13	,	,	PUNCT
ap-10161	493	14	et	et	PROPN
ap-10161	493	15	al	al	PROPN
ap-10161	493	16	.	.	PROPN
ap-10161	494	1	three	three	NUM
ap-10161	494	2	-	-	PUNCT
ap-10161	494	3	dimensional	dimensional	ADJ
ap-10161	494	4	mhd	mhd	NOUN
ap-10161	494	5	flow	flow	NOUN
ap-10161	494	6	of	of	ADP
ap-10161	494	7	a	a	DET
ap-10161	494	8	radiative	radiative	ADJ
ap-10161	494	9	eyringpowell	eyringpowell	NOUN
ap-10161	494	10	nanofluid	nanofluid	NOUN
ap-10161	494	11	:	:	PUNCT
ap-10161	494	12	exploring	explore	VERB
ap-10161	494	13	hall	hall	NOUN
ap-10161	494	14	effects	effect	NOUN
ap-10161	494	15	and	and	CCONJ
ap-10161	494	16	heat	heat	NOUN
ap-10161	494	17	transfer	transfer	NOUN
ap-10161	494	18	.	.	PUNCT
ap-10161	495	1	theoretical	theoretical	ADJ
ap-10161	495	2	and	and	CCONJ
ap-10161	495	3	mathematical	mathematical	ADJ
ap-10161	495	4	physics	physics	NOUN
ap-10161	495	5	223(3):1070–1086	223(3):1070–1086	PROPN
ap-10161	495	6	,	,	PUNCT
ap-10161	495	7	2025	2025	NUM
ap-10161	495	8	.	.	PUNCT
ap-10161	496	1	https://doi.org/10.1134/s0040577925060170	https://doi.org/10.1134/s0040577925060170	NUM
ap-10161	497	1	[	[	SYM
ap-10161	497	2	35	35	NUM
ap-10161	497	3	]	]	PUNCT
ap-10161	497	4	m.	m.	NOUN
ap-10161	497	5	gundagani	gundagani	PROPN
ap-10161	497	6	,	,	PUNCT
ap-10161	497	7	j.	j.	PROPN
ap-10161	497	8	venkata	venkata	PROPN
ap-10161	497	9	madhu	madhu	PROPN
ap-10161	497	10	,	,	PUNCT
ap-10161	497	11	g.	g.	PROPN
ap-10161	497	12	deepa	deepa	PROPN
ap-10161	497	13	,	,	PUNCT
ap-10161	497	14	et	et	PROPN
ap-10161	497	15	al	al	PROPN
ap-10161	497	16	.	.	PROPN
ap-10161	497	17	hall	hall	PROPN
ap-10161	497	18	current	current	PROPN
ap-10161	497	19	and	and	CCONJ
ap-10161	497	20	mhd	mhd	NOUN
ap-10161	497	21	impacts	impact	NOUN
ap-10161	497	22	on	on	ADP
ap-10161	497	23	a	a	DET
ap-10161	497	24	3d	3d	NUM
ap-10161	497	25	maxwell	maxwell	PROPN
ap-10161	497	26	nanofluid	nanofluid	PROPN
ap-10161	497	27	flow	flow	NOUN
ap-10161	497	28	across	across	ADP
ap-10161	497	29	a	a	DET
ap-10161	497	30	porous	porous	ADJ
ap-10161	497	31	stretching	stretching	NOUN
ap-10161	497	32	surface	surface	NOUN
ap-10161	497	33	.	.	PUNCT
ap-10161	498	1	theoretical	theoretical	ADJ
ap-10161	498	2	and	and	CCONJ
ap-10161	498	3	mathematical	mathematical	ADJ
ap-10161	498	4	physics	physics	NOUN
ap-10161	498	5	223(3):899–914	223(3):899–914	NUM
ap-10161	498	6	,	,	PUNCT
ap-10161	498	7	2025	2025	NUM
ap-10161	498	8	.	.	PUNCT
ap-10161	499	1	https://doi.org/10.1134/s0040577925060030	https://doi.org/10.1134/s0040577925060030	NUM
ap-10161	500	1	[	[	X
ap-10161	500	2	36	36	NUM
ap-10161	500	3	]	]	X
ap-10161	500	4	p.	p.	PROPN
ap-10161	500	5	tanuku	tanuku	PROPN
ap-10161	500	6	,	,	PUNCT
ap-10161	500	7	l.	l.	PROPN
ap-10161	500	8	mamidi	mamidi	PROPN
ap-10161	500	9	,	,	PUNCT
ap-10161	500	10	m.	m.	NOUN
ap-10161	500	11	gundagani	gundagani	NOUN
ap-10161	500	12	.	.	PUNCT
ap-10161	501	1	modelling	modelling	NOUN
ap-10161	501	2	and	and	CCONJ
ap-10161	501	3	analysis	analysis	NOUN
ap-10161	501	4	of	of	ADP
ap-10161	501	5	three	three	NUM
ap-10161	501	6	-	-	PUNCT
ap-10161	501	7	dimensional	dimensional	ADJ
ap-10161	501	8	maxwell	maxwell	NOUN
ap-10161	501	9	-	-	PUNCT
ap-10161	501	10	nanofluid	nanofluid	NOUN
ap-10161	501	11	flow	flow	NOUN
ap-10161	501	12	over	over	ADP
ap-10161	501	13	a	a	DET
ap-10161	501	14	bi	bi	ADJ
ap-10161	501	15	-	-	ADJ
ap-10161	501	16	directional	directional	ADJ
ap-10161	501	17	stretching	stretching	NOUN
ap-10161	501	18	surface	surface	NOUN
ap-10161	501	19	in	in	ADP
ap-10161	501	20	the	the	DET
ap-10161	501	21	presence	presence	NOUN
ap-10161	501	22	of	of	ADP
ap-10161	501	23	a	a	DET
ap-10161	501	24	magnetic	magnetic	ADJ
ap-10161	501	25	field	field	NOUN
ap-10161	501	26	.	.	PUNCT
ap-10161	502	1	international	international	ADJ
ap-10161	502	2	journal	journal	NOUN
ap-10161	502	3	for	for	ADP
ap-10161	502	4	engineering	engineering	NOUN
ap-10161	502	5	modelling	model	VERB
ap-10161	502	6	38(1):53–72	38(1):53–72	NUM
ap-10161	502	7	,	,	PUNCT
ap-10161	502	8	2025	2025	NUM
ap-10161	502	9	.	.	PUNCT
ap-10161	503	1	https://doi.org/10.31534/engmod.2025.1.ri.04d	https://doi.org/10.31534/engmod.2025.1.ri.04d	NOUN
ap-10161	504	1	[	[	X
ap-10161	504	2	37	37	NUM
ap-10161	504	3	]	]	PUNCT
ap-10161	504	4	s.	s.	PROPN
ap-10161	504	5	sheri	sheri	PROPN
ap-10161	504	6	,	,	PUNCT
ap-10161	504	7	m.	m.	NOUN
ap-10161	504	8	gundagani	gundagani	NOUN
ap-10161	504	9	,	,	PUNCT
ap-10161	504	10	m.	m.	NOUN
ap-10161	504	11	p.	p.	PROPN
ap-10161	504	12	karanamu	karanamu	PROPN
ap-10161	504	13	.	.	PUNCT
ap-10161	505	1	analysis	analysis	NOUN
ap-10161	505	2	of	of	ADP
ap-10161	505	3	heat	heat	NOUN
ap-10161	505	4	and	and	CCONJ
ap-10161	505	5	mass	mass	NOUN
ap-10161	505	6	transfer	transfer	NOUN
ap-10161	505	7	effects	effect	NOUN
ap-10161	505	8	on	on	ADP
ap-10161	505	9	an	an	DET
ap-10161	505	10	isothermal	isothermal	ADJ
ap-10161	505	11	vertical	vertical	ADJ
ap-10161	505	12	oscillating	oscillating	NOUN
ap-10161	505	13	plate	plate	NOUN
ap-10161	505	14	.	.	PUNCT
ap-10161	506	1	walailak	walailak	ADJ
ap-10161	506	2	journal	journal	NOUN
ap-10161	506	3	of	of	ADP
ap-10161	506	4	science	science	NOUN
ap-10161	506	5	and	and	CCONJ
ap-10161	506	6	technology	technology	NOUN
ap-10161	506	7	(	(	PUNCT
ap-10161	506	8	wjst	wjst	ADJ
ap-10161	506	9	)	)	PUNCT
ap-10161	506	10	9(4):407–415	9(4):407–415	NUM
ap-10161	506	11	,	,	PUNCT
ap-10161	506	12	2012	2012	NUM
ap-10161	506	13	.	.	PUNCT
ap-10161	507	1	[	[	X
ap-10161	507	2	38	38	NUM
ap-10161	507	3	]	]	PUNCT
ap-10161	507	4	m.	m.	NOUN
ap-10161	507	5	gundagani	gundagani	PROPN
ap-10161	507	6	,	,	PUNCT
ap-10161	507	7	j.	j.	PROPN
ap-10161	507	8	venkata	venkata	PROPN
ap-10161	507	9	madhu	madhu	PROPN
ap-10161	507	10	,	,	PUNCT
ap-10161	507	11	g.	g.	PROPN
ap-10161	507	12	deepa	deepa	PROPN
ap-10161	507	13	,	,	PUNCT
ap-10161	507	14	et	et	PROPN
ap-10161	507	15	al	al	PROPN
ap-10161	507	16	.	.	PROPN
ap-10161	508	1	three	three	NUM
ap-10161	508	2	-	-	PUNCT
ap-10161	508	3	dimensional	dimensional	ADJ
ap-10161	508	4	oldroyd	oldroyd	VERB
ap-10161	508	5	-	-	PUNCT
ap-10161	508	6	b	b	NOUN
ap-10161	508	7	fluid	fluid	ADJ
ap-10161	508	8	flow	flow	NOUN
ap-10161	508	9	past	past	ADP
ap-10161	508	10	a	a	DET
ap-10161	508	11	stretching	stretch	VERB
ap-10161	508	12	surface	surface	NOUN
ap-10161	508	13	with	with	ADP
ap-10161	508	14	magnetic	magnetic	ADJ
ap-10161	508	15	field	field	NOUN
ap-10161	508	16	,	,	PUNCT
ap-10161	508	17	nanofluid	nanofluid	ADJ
ap-10161	508	18	particles	particle	NOUN
ap-10161	508	19	and	and	CCONJ
ap-10161	508	20	cattaneo	cattaneo	NOUN
ap-10161	508	21	-	-	PUNCT
ap-10161	508	22	christov	christov	ADJ
ap-10161	508	23	double	double	ADJ
ap-10161	508	24	diffusion	diffusion	NOUN
ap-10161	508	25	effects	effect	NOUN
ap-10161	508	26	.	.	PUNCT
ap-10161	509	1	johnson	johnson	PROPN
ap-10161	509	2	matthey	matthey	PROPN
ap-10161	509	3	technology	technology	PROPN
ap-10161	509	4	review	review	VERB
ap-10161	509	5	69(2):299–320	69(2):299–320	NOUN
ap-10161	509	6	,	,	PUNCT
ap-10161	509	7	2025	2025	NUM
ap-10161	509	8	.	.	PUNCT
ap-10161	510	1	https	https	NOUN
ap-10161	510	2	:	:	PUNCT
ap-10161	510	3	//doi.org/10.1595/205651325x17375408788409	//doi.org/10.1595/205651325x17375408788409	PUNCT
ap-10161	511	1	[	[	X
ap-10161	511	2	39	39	NUM
ap-10161	511	3	]	]	PUNCT
ap-10161	511	4	m.	m.	NOUN
ap-10161	511	5	gundagani	gundagani	NOUN
ap-10161	511	6	,	,	PUNCT
ap-10161	511	7	v.	v.	PROPN
ap-10161	511	8	javvaji	javvaji	PROPN
ap-10161	511	9	,	,	PUNCT
ap-10161	511	10	d.	d.	PROPN
ap-10161	511	11	gadipalli	gadipalli	PROPN
ap-10161	511	12	,	,	PUNCT
ap-10161	511	13	et	et	PROPN
ap-10161	511	14	al	al	PROPN
ap-10161	511	15	.	.	PUNCT
ap-10161	512	1	a	a	DET
ap-10161	512	2	numerical	numerical	ADJ
ap-10161	512	3	study	study	NOUN
ap-10161	512	4	on	on	ADP
ap-10161	512	5	mhd	mhd	PROPN
ap-10161	512	6	3	3	PROPN
ap-10161	512	7	-	-	PUNCT
ap-10161	512	8	d	d	NOUN
ap-10161	512	9	casson	casson	PROPN
ap-10161	512	10	-	-	PUNCT
ap-10161	512	11	nanofluid	nanofluid	PROPN
ap-10161	512	12	flow	flow	NOUN
ap-10161	512	13	past	past	ADP
ap-10161	512	14	an	an	DET
ap-10161	512	15	exponentially	exponentially	ADV
ap-10161	512	16	stretching	stretch	VERB
ap-10161	512	17	sheet	sheet	NOUN
ap-10161	512	18	with	with	ADP
ap-10161	512	19	double	double	ADJ
ap-10161	512	20	cattaneo	cattaneo	NOUN
ap-10161	512	21	-	-	PUNCT
ap-10161	512	22	christov	christov	NOUN
ap-10161	512	23	diffusion	diffusion	NOUN
ap-10161	512	24	effects	effect	NOUN
ap-10161	512	25	.	.	PUNCT
ap-10161	513	1	revista	revista	PROPN
ap-10161	513	2	internacional	internacional	PROPN
ap-10161	513	3	de	de	PROPN
ap-10161	513	4	métodos	métodos	PROPN
ap-10161	513	5	numéricos	numéricos	PROPN
ap-10161	513	6	para	para	PROPN
ap-10161	513	7	cálculo	cálculo	PROPN
ap-10161	513	8	y	y	PROPN
ap-10161	513	9	diseño	diseño	PROPN
ap-10161	513	10	en	en	PROPN
ap-10161	513	11	ingeniería	ingeniería	PROPN
ap-10161	513	12	41(2):21	41(2):21	PROPN
ap-10161	513	13	,	,	PUNCT
ap-10161	513	14	2025	2025	NUM
ap-10161	513	15	.	.	PUNCT
ap-10161	514	1	https://doi.org/10.23967/j.rimni.2025.10.63195	https://doi.org/10.23967/j.rimni.2025.10.63195	NOUN
ap-10161	514	2	[	[	X
ap-10161	514	3	40	40	NUM
ap-10161	514	4	]	]	PUNCT
ap-10161	514	5	m.	m.	NOUN
ap-10161	514	6	gundagani	gundagani	NOUN
ap-10161	514	7	,	,	PUNCT
ap-10161	514	8	t.	t.	PROPN
ap-10161	514	9	k.	k.	PROPN
ap-10161	514	10	tak	tak	PROPN
ap-10161	514	11	,	,	PUNCT
ap-10161	514	12	s.	s.	PROPN
ap-10161	514	13	b.	b.	PROPN
ap-10161	514	14	krishnan	krishnan	PROPN
ap-10161	514	15	,	,	PUNCT
ap-10161	514	16	et	et	PROPN
ap-10161	514	17	al	al	PROPN
ap-10161	514	18	.	.	PROPN
ap-10161	514	19	hall	hall	PROPN
ap-10161	514	20	current	current	PROPN
ap-10161	514	21	and	and	CCONJ
ap-10161	514	22	ion	ion	NOUN
ap-10161	514	23	slip	slip	NOUN
ap-10161	514	24	effects	effect	NOUN
ap-10161	514	25	on	on	ADP
ap-10161	514	26	3d	3d	PROPN
ap-10161	514	27	mhd	mhd	PROPN
ap-10161	514	28	nanofluid	nanofluid	PROPN
ap-10161	514	29	flow	flow	NOUN
ap-10161	514	30	of	of	ADP
ap-10161	514	31	eyring	eyring	NOUN
ap-10161	514	32	-	-	PUNCT
ap-10161	514	33	powell	powell	NOUN
ap-10161	514	34	fluid	fluid	NOUN
ap-10161	514	35	with	with	ADP
ap-10161	514	36	gyrotactic	gyrotactic	ADJ
ap-10161	514	37	microorganisms	microorganism	NOUN
ap-10161	514	38	.	.	PUNCT
ap-10161	515	1	advances	advance	NOUN
ap-10161	515	2	in	in	ADP
ap-10161	515	3	systems	system	NOUN
ap-10161	515	4	science	science	NOUN
ap-10161	515	5	and	and	CCONJ
ap-10161	515	6	applications	application	NOUN
ap-10161	515	7	2024(4):9–27	2024(4):9–27	PROPN
ap-10161	515	8	,	,	PUNCT
ap-10161	515	9	2024	2024	NUM
ap-10161	515	10	.	.	PUNCT
ap-10161	516	1	https://doi.org/10.25728/assa.2024.2024.4.1538	https://doi.org/10.25728/assa.2024.2024.4.1538	NOUN
ap-10161	516	2	[	[	X
ap-10161	516	3	41	41	NUM
ap-10161	516	4	]	]	X
ap-10161	516	5	b.	b.	PROPN
ap-10161	516	6	r.	r.	PROPN
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ap-10161	516	8	,	,	PUNCT
ap-10161	516	9	v.	v.	CCONJ
ap-10161	516	10	nagendramma	nagendramma	PROPN
ap-10161	516	11	,	,	PUNCT
ap-10161	516	12	n.	n.	PROPN
ap-10161	516	13	ahmed	ahmed	PROPN
ap-10161	516	14	,	,	PUNCT
ap-10161	516	15	et	et	PROPN
ap-10161	516	16	al	al	PROPN
ap-10161	516	17	.	.	PROPN
ap-10161	517	1	analytical	analytical	ADJ
ap-10161	517	2	study	study	NOUN
ap-10161	517	3	of	of	ADP
ap-10161	517	4	nonlinear	nonlinear	ADJ
ap-10161	517	5	behavior	behavior	NOUN
ap-10161	517	6	and	and	CCONJ
ap-10161	517	7	convection	convection	NOUN
ap-10161	517	8	patterns	pattern	NOUN
ap-10161	517	9	in	in	ADP
ap-10161	517	10	darcy	darcy	PROPN
ap-10161	517	11	-	-	PUNCT
ap-10161	517	12	brinkman	brinkman	PROPN
ap-10161	517	13	porous	porous	ADJ
ap-10161	517	14	medium	medium	NOUN
ap-10161	517	15	with	with	ADP
ap-10161	517	16	maxwell	maxwell	PROPN
ap-10161	517	17	-	-	PUNCT
ap-10161	517	18	cattaneo	cattaneo	PROPN
ap-10161	517	19	ferroconvection	ferroconvection	PROPN
ap-10161	517	20	.	.	PUNCT
ap-10161	518	1	journal	journal	PROPN
ap-10161	518	2	of	of	ADP
ap-10161	518	3	mines	mine	NOUN
ap-10161	518	4	,	,	PUNCT
ap-10161	518	5	metals	metal	NOUN
ap-10161	518	6	and	and	CCONJ
ap-10161	518	7	fuels	fuel	NOUN
ap-10161	518	8	73(2):437–445	73(2):437–445	NOUN
ap-10161	518	9	,	,	PUNCT
ap-10161	518	10	2025	2025	NUM
ap-10161	518	11	.	.	PUNCT
ap-10161	519	1	https://doi.org/10.18311/jmmf/2025/47828	https://doi.org/10.18311/jmmf/2025/47828	NOUN
ap-10161	520	1	[	[	X
ap-10161	520	2	42	42	NUM
ap-10161	520	3	]	]	PUNCT
ap-10161	520	4	f.	f.	PROPN
ap-10161	520	5	mebarek	mebarek	PROPN
ap-10161	520	6	-	-	PUNCT
ap-10161	520	7	oudina	oudina	PROPN
ap-10161	520	8	,	,	PUNCT
ap-10161	520	9	g.	g.	PROPN
ap-10161	520	10	dharmaiah	dharmaiah	PROPN
ap-10161	520	11	,	,	PUNCT
ap-10161	520	12	j.	j.	PROPN
ap-10161	520	13	l.	l.	PROPN
ap-10161	520	14	r.	r.	PROPN
ap-10161	520	15	prasad	prasad	PROPN
ap-10161	520	16	,	,	PUNCT
ap-10161	520	17	et	et	PROPN
ap-10161	520	18	al	al	PROPN
ap-10161	520	19	.	.	PROPN
ap-10161	520	20	thermal	thermal	ADJ
ap-10161	520	21	and	and	CCONJ
ap-10161	520	22	flow	flow	NOUN
ap-10161	520	23	dynamics	dynamic	NOUN
ap-10161	520	24	of	of	ADP
ap-10161	520	25	magnetohydrodynamic	magnetohydrodynamic	ADJ
ap-10161	520	26	burgers	burger	NOUN
ap-10161	520	27	’	'	PUNCT
ap-10161	520	28	fluid	fluid	NOUN
ap-10161	520	29	induced	induce	VERB
ap-10161	520	30	by	by	ADP
ap-10161	520	31	a	a	DET
ap-10161	520	32	stretching	stretch	VERB
ap-10161	520	33	cylinder	cylinder	NOUN
ap-10161	520	34	with	with	ADP
ap-10161	520	35	internal	internal	ADJ
ap-10161	520	36	heat	heat	NOUN
ap-10161	520	37	generation	generation	NOUN
ap-10161	520	38	and	and	CCONJ
ap-10161	520	39	absorption	absorption	NOUN
ap-10161	520	40	.	.	PUNCT
ap-10161	521	1	international	international	ADJ
ap-10161	521	2	journal	journal	NOUN
ap-10161	521	3	of	of	ADP
ap-10161	521	4	thermofluids	thermofluid	NOUN
ap-10161	521	5	25:100986	25:100986	NUM
ap-10161	521	6	,	,	PUNCT
ap-10161	521	7	2025	2025	NUM
ap-10161	521	8	.	.	PUNCT
ap-10161	522	1	https://doi.org/10.1016/j.ijft.2024.100986	https://doi.org/10.1016/j.ijft.2024.100986	PROPN
ap-10161	523	1	[	[	X
ap-10161	523	2	43	43	NUM
ap-10161	523	3	]	]	X
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ap-10161	523	5	a.	a.	PROPN
ap-10161	523	6	kumar	kumar	PROPN
ap-10161	523	7	,	,	PUNCT
ap-10161	523	8	f.	f.	PROPN
ap-10161	523	9	mebarek	mebarek	PROPN
ap-10161	523	10	-	-	PUNCT
ap-10161	523	11	oudina	oudina	PROPN
ap-10161	523	12	,	,	PUNCT
ap-10161	523	13	p.	p.	PROPN
ap-10161	523	14	mangathai	mangathai	NOUN
ap-10161	523	15	,	,	PUNCT
ap-10161	523	16	et	et	PROPN
ap-10161	523	17	al	al	PROPN
ap-10161	523	18	.	.	PUNCT
ap-10161	524	1	the	the	DET
ap-10161	524	2	impact	impact	NOUN
ap-10161	524	3	of	of	ADP
ap-10161	524	4	soret	soret	PROPN
ap-10161	524	5	dufour	dufour	PROPN
ap-10161	524	6	and	and	CCONJ
ap-10161	524	7	radiation	radiation	NOUN
ap-10161	524	8	on	on	ADP
ap-10161	524	9	the	the	DET
ap-10161	524	10	laminar	laminar	ADJ
ap-10161	524	11	flow	flow	NOUN
ap-10161	524	12	of	of	ADP
ap-10161	524	13	a	a	DET
ap-10161	524	14	rotating	rotate	VERB
ap-10161	524	15	liquid	liquid	NOUN
ap-10161	524	16	past	past	ADP
ap-10161	524	17	a	a	DET
ap-10161	524	18	porous	porous	ADJ
ap-10161	524	19	plate	plate	NOUN
ap-10161	524	20	via	via	ADP
ap-10161	524	21	chemical	chemical	ADJ
ap-10161	524	22	reaction	reaction	NOUN
ap-10161	524	23	.	.	PUNCT
ap-10161	525	1	modern	modern	ADJ
ap-10161	525	2	physics	physics	PROPN
ap-10161	525	3	letters	letter	NOUN
ap-10161	525	4	b	b	PROPN
ap-10161	525	5	39(10):2450458	39(10):2450458	NOUN
ap-10161	525	6	,	,	PUNCT
ap-10161	525	7	2025	2025	NUM
ap-10161	525	8	.	.	PUNCT
ap-10161	526	1	https://doi.org/10.1142/s021798492450458x	https://doi.org/10.1142/s021798492450458x	PROPN
ap-10161	527	1	[	[	X
ap-10161	527	2	44	44	NUM
ap-10161	527	3	]	]	PUNCT
ap-10161	527	4	f.	f.	PROPN
ap-10161	527	5	mebarek	mebarek	PROPN
ap-10161	527	6	-	-	PUNCT
ap-10161	527	7	oudina	oudina	PROPN
ap-10161	527	8	,	,	PUNCT
ap-10161	527	9	m.	m.	NOUN
ap-10161	527	10	bouselsal	bouselsal	PROPN
ap-10161	527	11	,	,	PUNCT
ap-10161	527	12	r.	r.	PROPN
ap-10161	527	13	djebali	djebali	PROPN
ap-10161	527	14	,	,	PUNCT
ap-10161	527	15	et	et	PROPN
ap-10161	527	16	al	al	PROPN
ap-10161	527	17	.	.	PUNCT
ap-10161	527	18	thermal	thermal	ADJ
ap-10161	527	19	performance	performance	NOUN
ap-10161	527	20	of	of	ADP
ap-10161	527	21	mgo	mgo	PROPN
ap-10161	527	22	-	-	PUNCT
ap-10161	527	23	swcnt	swcnt	ADP
ap-10161	527	24	/	/	SYM
ap-10161	527	25	water	water	NOUN
ap-10161	527	26	hybrid	hybrid	NOUN
ap-10161	527	27	nanofluids	nanofluid	NOUN
ap-10161	527	28	in	in	ADP
ap-10161	527	29	a	a	DET
ap-10161	527	30	zigzag	zigzag	NOUN
ap-10161	527	31	walled	wall	VERB
ap-10161	527	32	cavity	cavity	NOUN
ap-10161	527	33	with	with	ADP
ap-10161	527	34	differently	differently	ADV
ap-10161	527	35	shaped	shape	VERB
ap-10161	527	36	obstacles	obstacle	NOUN
ap-10161	527	37	.	.	PUNCT
ap-10161	528	1	modern	modern	ADJ
ap-10161	528	2	physics	physics	PROPN
ap-10161	528	3	letters	letters	PROPN
ap-10161	528	4	b	b	PROPN
ap-10161	528	5	39(29):2550163	39(29):2550163	NUM
ap-10161	528	6	,	,	PUNCT
ap-10161	528	7	2025	2025	NUM
ap-10161	528	8	.	.	PUNCT
ap-10161	529	1	https://doi.org/10.1142/s0217984925501635	https://doi.org/10.1142/s0217984925501635	NUM
ap-10161	530	1	[	[	X
ap-10161	530	2	45	45	NUM
ap-10161	530	3	]	]	PUNCT
ap-10161	530	4	j.	j.	PROPN
ap-10161	530	5	raza	raza	PROPN
ap-10161	530	6	,	,	PUNCT
ap-10161	530	7	f.	f.	PROPN
ap-10161	530	8	mebarek	mebarek	PROPN
ap-10161	530	9	-	-	PUNCT
ap-10161	530	10	oudina	oudina	PROPN
ap-10161	530	11	,	,	PUNCT
ap-10161	530	12	h.	h.	PROPN
ap-10161	530	13	ali	ali	PROPN
ap-10161	530	14	,	,	PUNCT
ap-10161	530	15	i.	i.	PROPN
ap-10161	530	16	e.	e.	PROPN
ap-10161	530	17	sarris	sarris	PROPN
ap-10161	530	18	.	.	PUNCT
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ap-10161	531	2	effects	effect	NOUN
ap-10161	531	3	on	on	ADP
ap-10161	531	4	casson	casson	PROPN
ap-10161	531	5	nanofluid	nanofluid	PROPN
ap-10161	531	6	over	over	ADP
ap-10161	531	7	a	a	DET
ap-10161	531	8	stretching	stretch	VERB
ap-10161	531	9	sheet	sheet	NOUN
ap-10161	531	10	with	with	ADP
ap-10161	531	11	activation	activation	NOUN
ap-10161	531	12	energy	energy	NOUN
ap-10161	531	13	:	:	PUNCT
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ap-10161	531	15	analysis	analysis	NOUN
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ap-10161	532	2	in	in	ADP
ap-10161	532	3	heat	heat	NOUN
ap-10161	532	4	and	and	CCONJ
ap-10161	532	5	mass	mass	NOUN
ap-10161	532	6	transfer	transfer	NOUN
ap-10161	532	7	22(4):1017–1041	22(4):1017–1041	NUM
ap-10161	532	8	,	,	PUNCT
ap-10161	532	9	2024	2024	NUM
ap-10161	532	10	.	.	PUNCT
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ap-10161	534	3	]	]	PUNCT
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ap-10161	535	9	porous	porous	ADJ
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ap-10161	535	12	.	.	PUNCT
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ap-10161	536	5	mass	mass	NOUN
ap-10161	536	6	transfer	transfer	NOUN
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ap-10161	536	8	,	,	PUNCT
ap-10161	536	9	2024	2024	NUM
ap-10161	536	10	.	.	PUNCT
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ap-10161	537	4	]	]	PUNCT
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ap-10161	537	18	)	)	PUNCT
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ap-10161	538	4	fluid	fluid	ADJ
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ap-10161	538	8	.	.	PUNCT
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ap-10161	539	5	edn	edn	PROPN
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ap-10161	539	7	,	,	PUNCT
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ap-10161	539	9	.	.	PUNCT
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ap-10161	541	8	(	(	PUNCT
ap-10161	541	9	ed	ed	NOUN
ap-10161	541	10	.	.	PUNCT
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ap-10161	541	12	.	.	PUNCT
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ap-10161	542	9	in	in	ADP
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ap-10161	542	13	.	.	PUNCT
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ap-10161	545	3	]	]	PUNCT
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ap-10161	545	7	f.	f.	PROPN
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ap-10161	550	6	nanofluid	nanofluid	ADJ
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ap-10161	550	9	buoyancy	buoyancy	NOUN
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ap-10161	550	11	over	over	ADP
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ap-10161	551	8	.	.	PUNCT
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ap-10161	554	12	1	1	NUM
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