id	sid	tid	token	lemma	pos
ejpam-6869	1	1	european	european	PROPN
ejpam-6869	1	2	journal	journal	PROPN
ejpam-6869	1	3	of	of	ADP
ejpam-6869	1	4	pure	pure	ADJ
ejpam-6869	1	5	and	and	CCONJ
ejpam-6869	1	6	applied	applied	ADJ
ejpam-6869	1	7	mathematics	mathematic	NOUN
ejpam-6869	1	8	2025	2025	NUM
ejpam-6869	1	9	,	,	PUNCT
ejpam-6869	1	10	vol	vol	NOUN
ejpam-6869	1	11	.	.	PROPN
ejpam-6869	1	12	18	18	NUM
ejpam-6869	1	13	,	,	PUNCT
ejpam-6869	1	14	issue	issue	NOUN
ejpam-6869	1	15	4	4	NUM
ejpam-6869	1	16	,	,	PUNCT
ejpam-6869	1	17	article	article	NOUN
ejpam-6869	1	18	number	number	NOUN
ejpam-6869	1	19	6869	6869	NUM
ejpam-6869	1	20	issn	issn	PROPN
ejpam-6869	1	21	1307	1307	NUM
ejpam-6869	1	22	-	-	SYM
ejpam-6869	1	23	5543	5543	NUM
ejpam-6869	1	24	–	–	PUNCT
ejpam-6869	1	25	ejpam.com	ejpam.com	X
ejpam-6869	1	26	published	publish	VERB
ejpam-6869	1	27	by	by	ADP
ejpam-6869	1	28	new	new	PROPN
ejpam-6869	1	29	york	york	PROPN
ejpam-6869	1	30	business	business	PROPN
ejpam-6869	1	31	global	global	ADJ
ejpam-6869	1	32	multi	multi	ADJ
ejpam-6869	1	33	-	-	ADJ
ejpam-6869	1	34	parametric	parametric	ADJ
ejpam-6869	1	35	study	study	NOUN
ejpam-6869	1	36	of	of	ADP
ejpam-6869	1	37	convective	convective	ADJ
ejpam-6869	1	38	heat	heat	NOUN
ejpam-6869	1	39	transfer	transfer	NOUN
ejpam-6869	1	40	in	in	ADP
ejpam-6869	1	41	a	a	DET
ejpam-6869	1	42	magnetized	magnetized	ADJ
ejpam-6869	1	43	wavy	wavy	ADJ
ejpam-6869	1	44	cavity	cavity	NOUN
ejpam-6869	1	45	using	use	VERB
ejpam-6869	1	46	hybrid	hybrid	ADJ
ejpam-6869	1	47	nanofluids	nanofluid	NOUN
ejpam-6869	1	48	for	for	ADP
ejpam-6869	1	49	thermal	thermal	ADJ
ejpam-6869	1	50	management	management	NOUN
ejpam-6869	1	51	applications	application	NOUN
ejpam-6869	1	52	khamis	khamis	PROPN
ejpam-6869	1	53	al	al	PROPN
ejpam-6869	1	54	kalbani1	kalbani1	PROPN
ejpam-6869	1	55	,	,	PUNCT
ejpam-6869	1	56	nidal	nidal	PROPN
ejpam-6869	1	57	ratib	ratib	PROPN
ejpam-6869	1	58	anakira1	anakira1	PROPN
ejpam-6869	1	59	,	,	PUNCT
ejpam-6869	1	60	m.	m.	NOUN
ejpam-6869	1	61	j.	j.	PROPN
ejpam-6869	1	62	uddin2	uddin2	PROPN
ejpam-6869	1	63	,	,	PUNCT
ejpam-6869	1	64	ali	ali	PROPN
ejpam-6869	1	65	fareed	fareed	PROPN
ejpam-6869	1	66	al	al	PROPN
ejpam-6869	1	67	jassar1	jassar1	PROPN
ejpam-6869	1	68	,	,	PUNCT
ejpam-6869	1	69	ala	ala	PROPN
ejpam-6869	1	70	amourah1,3,∗	amourah1,3,∗	PROPN
ejpam-6869	1	71	,	,	PUNCT
ejpam-6869	1	72	tala	tala	PROPN
ejpam-6869	1	73	sasa4	sasa4	NOUN
ejpam-6869	1	74	1	1	NUM
ejpam-6869	1	75	mathematics	mathematic	NOUN
ejpam-6869	1	76	education	education	NOUN
ejpam-6869	1	77	program	program	NOUN
ejpam-6869	1	78	,	,	PUNCT
ejpam-6869	1	79	faculty	faculty	NOUN
ejpam-6869	1	80	of	of	ADP
ejpam-6869	1	81	education	education	NOUN
ejpam-6869	1	82	and	and	CCONJ
ejpam-6869	1	83	arts	art	NOUN
ejpam-6869	1	84	,	,	PUNCT
ejpam-6869	1	85	sohar	sohar	PROPN
ejpam-6869	1	86	university	university	PROPN
ejpam-6869	1	87	,	,	PUNCT
ejpam-6869	1	88	sohar	sohar	PROPN
ejpam-6869	1	89	311	311	NUM
ejpam-6869	1	90	,	,	PUNCT
ejpam-6869	1	91	oman	oman	NOUN
ejpam-6869	1	92	2	2	NUM
ejpam-6869	1	93	department	department	NOUN
ejpam-6869	1	94	of	of	ADP
ejpam-6869	1	95	mathematical	mathematical	ADJ
ejpam-6869	1	96	and	and	CCONJ
ejpam-6869	1	97	physical	physical	ADJ
ejpam-6869	1	98	sciences	science	NOUN
ejpam-6869	1	99	,	,	PUNCT
ejpam-6869	1	100	university	university	NOUN
ejpam-6869	1	101	of	of	ADP
ejpam-6869	1	102	nizwa	nizwa	ADV
ejpam-6869	1	103	,	,	PUNCT
ejpam-6869	1	104	nizwa	nizwa	ADV
ejpam-6869	1	105	,	,	PUNCT
ejpam-6869	1	106	sultanate	sultanate	NOUN
ejpam-6869	1	107	of	of	ADP
ejpam-6869	1	108	oman	oman	PROPN
ejpam-6869	1	109	3	3	NUM
ejpam-6869	1	110	jadara	jadara	PROPN
ejpam-6869	1	111	university	university	PROPN
ejpam-6869	1	112	research	research	NOUN
ejpam-6869	1	113	center	center	NOUN
ejpam-6869	1	114	,	,	PUNCT
ejpam-6869	1	115	jadara	jadara	PROPN
ejpam-6869	1	116	university	university	PROPN
ejpam-6869	1	117	,	,	PUNCT
ejpam-6869	1	118	jordan	jordan	PROPN
ejpam-6869	1	119	4	4	NUM
ejpam-6869	1	120	department	department	NOUN
ejpam-6869	1	121	of	of	ADP
ejpam-6869	1	122	mathematics	mathematic	NOUN
ejpam-6869	1	123	,	,	PUNCT
ejpam-6869	1	124	faculty	faculty	NOUN
ejpam-6869	1	125	of	of	ADP
ejpam-6869	1	126	science	science	NOUN
ejpam-6869	1	127	,	,	PUNCT
ejpam-6869	1	128	applied	apply	VERB
ejpam-6869	1	129	science	science	NOUN
ejpam-6869	1	130	private	private	ADJ
ejpam-6869	1	131	university	university	NOUN
ejpam-6869	1	132	,	,	PUNCT
ejpam-6869	1	133	amman	amman	PROPN
ejpam-6869	1	134	,	,	PUNCT
ejpam-6869	1	135	jordan	jordan	PROPN
ejpam-6869	1	136	abstract	abstract	PROPN
ejpam-6869	1	137	.	.	PUNCT
ejpam-6869	2	1	this	this	DET
ejpam-6869	2	2	study	study	NOUN
ejpam-6869	2	3	presents	present	VERB
ejpam-6869	2	4	a	a	DET
ejpam-6869	2	5	comprehensive	comprehensive	ADJ
ejpam-6869	2	6	numerical	numerical	ADJ
ejpam-6869	2	7	investigation	investigation	NOUN
ejpam-6869	2	8	of	of	ADP
ejpam-6869	2	9	natural	natural	ADJ
ejpam-6869	2	10	convective	convective	ADJ
ejpam-6869	2	11	heat	heat	NOUN
ejpam-6869	2	12	transfer	transfer	NOUN
ejpam-6869	2	13	in	in	ADP
ejpam-6869	2	14	a	a	DET
ejpam-6869	2	15	wavy	wavy	NOUN
ejpam-6869	2	16	-	-	PUNCT
ejpam-6869	2	17	walled	wall	VERB
ejpam-6869	2	18	enclosure	enclosure	NOUN
ejpam-6869	2	19	filled	fill	VERB
ejpam-6869	2	20	with	with	ADP
ejpam-6869	2	21	a	a	DET
ejpam-6869	2	22	hybrid	hybrid	ADJ
ejpam-6869	2	23	nanofluid	nanofluid	NOUN
ejpam-6869	2	24	consisting	consist	VERB
ejpam-6869	2	25	of	of	ADP
ejpam-6869	2	26	copper	copper	NOUN
ejpam-6869	2	27	(	(	PUNCT
ejpam-6869	2	28	cu	cu	PROPN
ejpam-6869	2	29	)	)	PUNCT
ejpam-6869	2	30	and	and	CCONJ
ejpam-6869	2	31	aluminum	aluminum	NOUN
ejpam-6869	2	32	oxide	oxide	NOUN
ejpam-6869	2	33	(	(	PUNCT
ejpam-6869	2	34	al2o3	al2o3	PROPN
ejpam-6869	2	35	)	)	PUNCT
ejpam-6869	2	36	nanoparticles	nanoparticle	NOUN
ejpam-6869	2	37	dispersed	disperse	VERB
ejpam-6869	2	38	in	in	ADP
ejpam-6869	2	39	a	a	DET
ejpam-6869	2	40	water	water	NOUN
ejpam-6869	2	41	-	-	PUNCT
ejpam-6869	2	42	ethylene	ethylene	NOUN
ejpam-6869	2	43	glycol	glycol	NOUN
ejpam-6869	2	44	(	(	PUNCT
ejpam-6869	2	45	eg	eg	NOUN
ejpam-6869	2	46	)	)	PUNCT
ejpam-6869	2	47	base	base	NOUN
ejpam-6869	2	48	fluid	fluid	NOUN
ejpam-6869	2	49	.	.	PUNCT
ejpam-6869	3	1	natural	natural	ADJ
ejpam-6869	3	2	convection	convection	NOUN
ejpam-6869	3	3	in	in	ADP
ejpam-6869	3	4	such	such	ADJ
ejpam-6869	3	5	enclosures	enclosure	NOUN
ejpam-6869	3	6	is	be	AUX
ejpam-6869	3	7	widely	widely	ADV
ejpam-6869	3	8	encountered	encounter	VERB
ejpam-6869	3	9	in	in	ADP
ejpam-6869	3	10	electronics	electronic	NOUN
ejpam-6869	3	11	cooling	cooling	NOUN
ejpam-6869	3	12	,	,	PUNCT
ejpam-6869	3	13	energy	energy	NOUN
ejpam-6869	3	14	devices	device	NOUN
ejpam-6869	3	15	,	,	PUNCT
ejpam-6869	3	16	and	and	CCONJ
ejpam-6869	3	17	magnetic	magnetic	ADJ
ejpam-6869	3	18	field	field	NOUN
ejpam-6869	3	19	-	-	PUNCT
ejpam-6869	3	20	controlled	control	VERB
ejpam-6869	3	21	thermal	thermal	ADJ
ejpam-6869	3	22	systems	system	NOUN
ejpam-6869	3	23	,	,	PUNCT
ejpam-6869	3	24	which	which	PRON
ejpam-6869	3	25	motivates	motivate	VERB
ejpam-6869	3	26	the	the	DET
ejpam-6869	3	27	present	present	ADJ
ejpam-6869	3	28	study	study	NOUN
ejpam-6869	3	29	.	.	PUNCT
ejpam-6869	4	1	a	a	DET
ejpam-6869	4	2	range	range	NOUN
ejpam-6869	4	3	of	of	ADP
ejpam-6869	4	4	water	water	NOUN
ejpam-6869	4	5	-	-	PUNCT
ejpam-6869	4	6	eg	eg	NOUN
ejpam-6869	4	7	mixture	mixture	NOUN
ejpam-6869	4	8	ratios	ratio	NOUN
ejpam-6869	4	9	(	(	PUNCT
ejpam-6869	4	10	95%−5	95%−5	NUM
ejpam-6869	4	11	%	%	NOUN
ejpam-6869	4	12	,	,	PUNCT
ejpam-6869	4	13	90%−10	90%−10	NUM
ejpam-6869	4	14	%	%	NOUN
ejpam-6869	4	15	,	,	PUNCT
ejpam-6869	4	16	80%−20	80%−20	NUM
ejpam-6869	4	17	%	%	NOUN
ejpam-6869	4	18	,	,	PUNCT
ejpam-6869	4	19	60%−40	60%−40	NUM
ejpam-6869	4	20	%	%	NOUN
ejpam-6869	4	21	,	,	PUNCT
ejpam-6869	4	22	50%−50	50%−50	NUM
ejpam-6869	4	23	%	%	NOUN
ejpam-6869	4	24	)	)	PUNCT
ejpam-6869	4	25	,	,	PUNCT
ejpam-6869	4	26	including	include	VERB
ejpam-6869	4	27	the	the	DET
ejpam-6869	4	28	limiting	limit	VERB
ejpam-6869	4	29	cases	case	NOUN
ejpam-6869	4	30	of	of	ADP
ejpam-6869	4	31	pure	pure	ADJ
ejpam-6869	4	32	water	water	NOUN
ejpam-6869	4	33	and	and	CCONJ
ejpam-6869	4	34	pure	pure	ADJ
ejpam-6869	4	35	eg	eg	NOUN
ejpam-6869	4	36	,	,	PUNCT
ejpam-6869	4	37	is	be	AUX
ejpam-6869	4	38	considered	consider	VERB
ejpam-6869	4	39	to	to	PART
ejpam-6869	4	40	evaluate	evaluate	VERB
ejpam-6869	4	41	the	the	DET
ejpam-6869	4	42	influence	influence	NOUN
ejpam-6869	4	43	of	of	ADP
ejpam-6869	4	44	base	base	ADJ
ejpam-6869	4	45	fluid	fluid	NOUN
ejpam-6869	4	46	composition	composition	NOUN
ejpam-6869	4	47	on	on	ADP
ejpam-6869	4	48	thermal	thermal	ADJ
ejpam-6869	4	49	performance	performance	NOUN
ejpam-6869	4	50	.	.	PUNCT
ejpam-6869	5	1	the	the	DET
ejpam-6869	5	2	aim	aim	NOUN
ejpam-6869	5	3	of	of	ADP
ejpam-6869	5	4	this	this	DET
ejpam-6869	5	5	work	work	NOUN
ejpam-6869	5	6	is	be	AUX
ejpam-6869	5	7	to	to	PART
ejpam-6869	5	8	clarify	clarify	VERB
ejpam-6869	5	9	how	how	SCONJ
ejpam-6869	5	10	variations	variation	NOUN
ejpam-6869	5	11	in	in	ADP
ejpam-6869	5	12	base	base	ADJ
ejpam-6869	5	13	fluid	fluid	ADJ
ejpam-6869	5	14	ratio	ratio	NOUN
ejpam-6869	5	15	,	,	PUNCT
ejpam-6869	5	16	nanoparticle	nanoparticle	NOUN
ejpam-6869	5	17	loading	loading	NOUN
ejpam-6869	5	18	,	,	PUNCT
ejpam-6869	5	19	and	and	CCONJ
ejpam-6869	5	20	magnetic	magnetic	ADJ
ejpam-6869	5	21	field	field	NOUN
ejpam-6869	5	22	strength	strength	NOUN
ejpam-6869	5	23	affect	affect	VERB
ejpam-6869	5	24	convective	convective	ADJ
ejpam-6869	5	25	transport	transport	NOUN
ejpam-6869	5	26	.	.	PUNCT
ejpam-6869	6	1	the	the	DET
ejpam-6869	6	2	governing	govern	VERB
ejpam-6869	6	3	equations	equation	NOUN
ejpam-6869	6	4	are	be	AUX
ejpam-6869	6	5	solved	solve	VERB
ejpam-6869	6	6	numerically	numerically	ADV
ejpam-6869	6	7	using	use	VERB
ejpam-6869	6	8	the	the	DET
ejpam-6869	6	9	finite	finite	ADJ
ejpam-6869	6	10	element	element	NOUN
ejpam-6869	6	11	method	method	NOUN
ejpam-6869	6	12	to	to	PART
ejpam-6869	6	13	capture	capture	VERB
ejpam-6869	6	14	coupled	couple	VERB
ejpam-6869	6	15	buoyancy	buoyancy	NOUN
ejpam-6869	6	16	and	and	CCONJ
ejpam-6869	6	17	magnetohydrodynamic	magnetohydrodynamic	ADJ
ejpam-6869	6	18	effects	effect	NOUN
ejpam-6869	6	19	.	.	PUNCT
ejpam-6869	7	1	the	the	DET
ejpam-6869	7	2	nanoparticle	nanoparticle	NOUN
ejpam-6869	7	3	volume	volume	NOUN
ejpam-6869	7	4	fractions	fraction	NOUN
ejpam-6869	7	5	are	be	AUX
ejpam-6869	7	6	systematically	systematically	ADV
ejpam-6869	7	7	varied	varied	ADJ
ejpam-6869	7	8	from	from	ADP
ejpam-6869	7	9	0.1	0.1	NUM
ejpam-6869	7	10	%	%	NOUN
ejpam-6869	7	11	to	to	PART
ejpam-6869	7	12	0.5	0.5	NUM
ejpam-6869	7	13	%	%	NOUN
ejpam-6869	7	14	to	to	PART
ejpam-6869	7	15	capture	capture	VERB
ejpam-6869	7	16	the	the	DET
ejpam-6869	7	17	impact	impact	NOUN
ejpam-6869	7	18	of	of	ADP
ejpam-6869	7	19	particle	particle	NOUN
ejpam-6869	7	20	loading	loading	NOUN
ejpam-6869	7	21	,	,	PUNCT
ejpam-6869	7	22	while	while	SCONJ
ejpam-6869	7	23	the	the	DET
ejpam-6869	7	24	rayleigh	rayleigh	PROPN
ejpam-6869	7	25	number	number	NOUN
ejpam-6869	7	26	ranges	range	VERB
ejpam-6869	7	27	from	from	ADP
ejpam-6869	7	28	103	103	NUM
ejpam-6869	7	29	to	to	ADP
ejpam-6869	7	30	106	106	NUM
ejpam-6869	7	31	,	,	PUNCT
ejpam-6869	7	32	and	and	CCONJ
ejpam-6869	7	33	the	the	DET
ejpam-6869	7	34	hartmann	hartmann	PROPN
ejpam-6869	7	35	number	number	NOUN
ejpam-6869	7	36	from	from	ADP
ejpam-6869	7	37	0	0	NUM
ejpam-6869	7	38	to	to	ADP
ejpam-6869	7	39	40	40	NUM
ejpam-6869	7	40	,	,	PUNCT
ejpam-6869	7	41	to	to	PART
ejpam-6869	7	42	assess	assess	VERB
ejpam-6869	7	43	the	the	DET
ejpam-6869	7	44	effects	effect	NOUN
ejpam-6869	7	45	of	of	ADP
ejpam-6869	7	46	buoyancy	buoyancy	NOUN
ejpam-6869	7	47	and	and	CCONJ
ejpam-6869	7	48	magnetic	magnetic	ADJ
ejpam-6869	7	49	fields	field	NOUN
ejpam-6869	7	50	.	.	PUNCT
ejpam-6869	8	1	the	the	DET
ejpam-6869	8	2	results	result	NOUN
ejpam-6869	8	3	show	show	VERB
ejpam-6869	8	4	that	that	SCONJ
ejpam-6869	8	5	increasing	increase	VERB
ejpam-6869	8	6	the	the	DET
ejpam-6869	8	7	rayleigh	rayleigh	NOUN
ejpam-6869	8	8	number	number	NOUN
ejpam-6869	8	9	significantly	significantly	ADV
ejpam-6869	8	10	enhances	enhance	VERB
ejpam-6869	8	11	convective	convective	ADJ
ejpam-6869	8	12	heat	heat	NOUN
ejpam-6869	8	13	transfer	transfer	NOUN
ejpam-6869	8	14	,	,	PUNCT
ejpam-6869	8	15	while	while	SCONJ
ejpam-6869	8	16	variations	variation	NOUN
ejpam-6869	8	17	in	in	ADP
ejpam-6869	8	18	base	base	ADJ
ejpam-6869	8	19	fluid	fluid	NOUN
ejpam-6869	8	20	composition	composition	NOUN
ejpam-6869	8	21	lead	lead	NOUN
ejpam-6869	8	22	to	to	ADP
ejpam-6869	8	23	only	only	ADJ
ejpam-6869	8	24	marginal	marginal	ADJ
ejpam-6869	8	25	differences	difference	NOUN
ejpam-6869	8	26	in	in	ADP
ejpam-6869	8	27	the	the	DET
ejpam-6869	8	28	average	average	ADJ
ejpam-6869	8	29	nusselt	nusselt	NOUN
ejpam-6869	8	30	number	number	NOUN
ejpam-6869	8	31	.	.	PUNCT
ejpam-6869	9	1	for	for	ADP
ejpam-6869	9	2	example	example	NOUN
ejpam-6869	9	3	,	,	PUNCT
ejpam-6869	9	4	the	the	DET
ejpam-6869	9	5	average	average	ADJ
ejpam-6869	9	6	nusselt	nusselt	NOUN
ejpam-6869	9	7	number	number	NOUN
ejpam-6869	9	8	increases	increase	NOUN
ejpam-6869	9	9	by	by	ADP
ejpam-6869	9	10	nearly	nearly	ADV
ejpam-6869	9	11	one	one	NUM
ejpam-6869	9	12	order	order	NOUN
ejpam-6869	9	13	of	of	ADP
ejpam-6869	9	14	magnitude	magnitude	NOUN
ejpam-6869	9	15	as	as	SCONJ
ejpam-6869	9	16	ra	ra	PROPN
ejpam-6869	9	17	rises	rise	VERB
ejpam-6869	9	18	from	from	ADP
ejpam-6869	9	19	103	103	NUM
ejpam-6869	9	20	to	to	ADP
ejpam-6869	9	21	106	106	NUM
ejpam-6869	9	22	,	,	PUNCT
ejpam-6869	9	23	while	while	SCONJ
ejpam-6869	9	24	nanoparticle	nanoparticle	NOUN
ejpam-6869	9	25	addition	addition	NOUN
ejpam-6869	9	26	yields	yield	VERB
ejpam-6869	9	27	up	up	ADP
ejpam-6869	9	28	to	to	ADP
ejpam-6869	9	29	∼	∼	NOUN
ejpam-6869	9	30	18	18	NUM
ejpam-6869	9	31	%	%	NOUN
ejpam-6869	9	32	enhancement	enhancement	NOUN
ejpam-6869	9	33	,	,	PUNCT
ejpam-6869	9	34	with	with	ADP
ejpam-6869	9	35	copper	copper	NOUN
ejpam-6869	9	36	providing	provide	VERB
ejpam-6869	9	37	the	the	DET
ejpam-6869	9	38	highest	high	ADJ
ejpam-6869	9	39	gains	gain	NOUN
ejpam-6869	9	40	.	.	PUNCT
ejpam-6869	10	1	in	in	ADP
ejpam-6869	10	2	contrast	contrast	NOUN
ejpam-6869	10	3	,	,	PUNCT
ejpam-6869	10	4	increasing	increase	VERB
ejpam-6869	10	5	ha	ha	INTJ
ejpam-6869	10	6	from	from	ADP
ejpam-6869	10	7	0	0	NUM
ejpam-6869	10	8	to	to	PART
ejpam-6869	10	9	40	40	NUM
ejpam-6869	10	10	reduces	reduce	VERB
ejpam-6869	10	11	the	the	DET
ejpam-6869	10	12	heat	heat	NOUN
ejpam-6869	10	13	flux	flux	NOUN
ejpam-6869	10	14	by	by	ADP
ejpam-6869	10	15	as	as	ADV
ejpam-6869	10	16	much	much	ADJ
ejpam-6869	10	17	as	as	ADP
ejpam-6869	10	18	∼	∼	NOUN
ejpam-6869	10	19	22	22	NUM
ejpam-6869	10	20	%	%	NOUN
ejpam-6869	10	21	.	.	PUNCT
ejpam-6869	11	1	the	the	DET
ejpam-6869	11	2	inclusion	inclusion	NOUN
ejpam-6869	11	3	of	of	ADP
ejpam-6869	11	4	cu	cu	PROPN
ejpam-6869	11	5	and	and	CCONJ
ejpam-6869	11	6	al2o3	al2o3	PROPN
ejpam-6869	11	7	nanoparticles	nanoparticle	NOUN
ejpam-6869	11	8	improves	improve	VERB
ejpam-6869	11	9	thermal	thermal	ADJ
ejpam-6869	11	10	performance	performance	NOUN
ejpam-6869	11	11	,	,	PUNCT
ejpam-6869	11	12	with	with	ADP
ejpam-6869	11	13	copper	copper	NOUN
ejpam-6869	11	14	demonstrating	demonstrate	VERB
ejpam-6869	11	15	a	a	DET
ejpam-6869	11	16	greater	great	ADJ
ejpam-6869	11	17	enhancement	enhancement	NOUN
ejpam-6869	11	18	due	due	ADP
ejpam-6869	11	19	to	to	ADP
ejpam-6869	11	20	its	its	PRON
ejpam-6869	11	21	superior	superior	ADJ
ejpam-6869	11	22	thermal	thermal	ADJ
ejpam-6869	11	23	conductivity	conductivity	NOUN
ejpam-6869	11	24	.	.	PUNCT
ejpam-6869	12	1	furthermore	furthermore	ADV
ejpam-6869	12	2	,	,	PUNCT
ejpam-6869	12	3	increasing	increase	VERB
ejpam-6869	12	4	the	the	DET
ejpam-6869	12	5	hartmann	hartmann	PROPN
ejpam-6869	12	6	number	number	NOUN
ejpam-6869	12	7	suppresses	suppress	VERB
ejpam-6869	12	8	convective	convective	ADJ
ejpam-6869	12	9	currents	current	NOUN
ejpam-6869	12	10	and	and	CCONJ
ejpam-6869	12	11	reduces	reduce	VERB
ejpam-6869	12	12	the	the	DET
ejpam-6869	12	13	total	total	ADJ
ejpam-6869	12	14	heat	heat	NOUN
ejpam-6869	12	15	flux	flux	NOUN
ejpam-6869	12	16	,	,	PUNCT
ejpam-6869	12	17	especially	especially	ADV
ejpam-6869	12	18	near	near	ADP
ejpam-6869	12	19	regions	region	NOUN
ejpam-6869	12	20	of	of	ADP
ejpam-6869	12	21	high	high	ADJ
ejpam-6869	12	22	thermal	thermal	ADJ
ejpam-6869	12	23	activity	activity	NOUN
ejpam-6869	12	24	.	.	PUNCT
ejpam-6869	13	1	the	the	DET
ejpam-6869	13	2	wavy	wavy	ADJ
ejpam-6869	13	3	geometry	geometry	NOUN
ejpam-6869	13	4	intensifies	intensify	VERB
ejpam-6869	13	5	convective	convective	ADJ
ejpam-6869	13	6	mixing	mixing	NOUN
ejpam-6869	13	7	and	and	CCONJ
ejpam-6869	13	8	promotes	promote	VERB
ejpam-6869	13	9	localized	localized	ADJ
ejpam-6869	13	10	heat	heat	NOUN
ejpam-6869	13	11	transfer	transfer	NOUN
ejpam-6869	13	12	,	,	PUNCT
ejpam-6869	13	13	with	with	ADP
ejpam-6869	13	14	observable	observable	ADJ
ejpam-6869	13	15	peaks	peak	NOUN
ejpam-6869	13	16	in	in	ADP
ejpam-6869	13	17	the	the	DET
ejpam-6869	13	18	heat	heat	NOUN
ejpam-6869	13	19	flux	flux	NOUN
ejpam-6869	13	20	distribution	distribution	NOUN
ejpam-6869	13	21	aligned	align	VERB
ejpam-6869	13	22	with	with	ADP
ejpam-6869	13	23	the	the	DET
ejpam-6869	13	24	undulations	undulation	NOUN
ejpam-6869	13	25	of	of	ADP
ejpam-6869	13	26	the	the	DET
ejpam-6869	13	27	hot	hot	ADJ
ejpam-6869	13	28	wall	wall	NOUN
ejpam-6869	13	29	.	.	PUNCT
ejpam-6869	14	1	these	these	DET
ejpam-6869	14	2	findings	finding	NOUN
ejpam-6869	14	3	highlight	highlight	VERB
ejpam-6869	14	4	the	the	DET
ejpam-6869	14	5	synergistic	synergistic	ADJ
ejpam-6869	14	6	effects	effect	NOUN
ejpam-6869	14	7	of	of	ADP
ejpam-6869	14	8	nanoparticle	nanoparticle	NOUN
ejpam-6869	14	9	composition	composition	NOUN
ejpam-6869	14	10	,	,	PUNCT
ejpam-6869	14	11	base	base	NOUN
ejpam-6869	14	12	fluid	fluid	NOUN
ejpam-6869	14	13	selection	selection	NOUN
ejpam-6869	14	14	,	,	PUNCT
ejpam-6869	14	15	magnetic	magnetic	ADJ
ejpam-6869	14	16	field	field	NOUN
ejpam-6869	14	17	control	control	NOUN
ejpam-6869	14	18	,	,	PUNCT
ejpam-6869	14	19	and	and	CCONJ
ejpam-6869	14	20	enclosure	enclosure	NOUN
ejpam-6869	14	21	geometry	geometry	NOUN
ejpam-6869	14	22	on	on	ADP
ejpam-6869	14	23	thermal	thermal	ADJ
ejpam-6869	14	24	transport	transport	NOUN
ejpam-6869	14	25	,	,	PUNCT
ejpam-6869	14	26	providing	provide	VERB
ejpam-6869	14	27	valuable	valuable	ADJ
ejpam-6869	14	28	insights	insight	NOUN
ejpam-6869	14	29	for	for	ADP
ejpam-6869	14	30	designing	design	VERB
ejpam-6869	14	31	advanced	advanced	ADJ
ejpam-6869	14	32	cooling	cool	VERB
ejpam-6869	14	33	systems	system	NOUN
ejpam-6869	14	34	in	in	ADP
ejpam-6869	14	35	electronics	electronic	NOUN
ejpam-6869	14	36	,	,	PUNCT
ejpam-6869	14	37	energy	energy	NOUN
ejpam-6869	14	38	,	,	PUNCT
ejpam-6869	14	39	and	and	CCONJ
ejpam-6869	14	40	thermal	thermal	ADJ
ejpam-6869	14	41	management	management	NOUN
ejpam-6869	14	42	applications	application	NOUN
ejpam-6869	14	43	.	.	PUNCT
ejpam-6869	15	1	these	these	DET
ejpam-6869	15	2	insights	insight	NOUN
ejpam-6869	15	3	highlight	highlight	VERB
ejpam-6869	15	4	the	the	DET
ejpam-6869	15	5	relevance	relevance	NOUN
ejpam-6869	15	6	of	of	ADP
ejpam-6869	15	7	the	the	DET
ejpam-6869	15	8	results	result	NOUN
ejpam-6869	15	9	for	for	ADP
ejpam-6869	15	10	designing	design	VERB
ejpam-6869	15	11	advanced	advanced	ADJ
ejpam-6869	15	12	cooling	cool	VERB
ejpam-6869	15	13	systems	system	NOUN
ejpam-6869	15	14	in	in	ADP
ejpam-6869	15	15	electronics	electronic	NOUN
ejpam-6869	15	16	,	,	PUNCT
ejpam-6869	15	17	renewable	renewable	ADJ
ejpam-6869	15	18	energy	energy	NOUN
ejpam-6869	15	19	devices	device	NOUN
ejpam-6869	15	20	,	,	PUNCT
ejpam-6869	15	21	and	and	CCONJ
ejpam-6869	15	22	thermal	thermal	ADJ
ejpam-6869	15	23	management	management	NOUN
ejpam-6869	15	24	technologies	technology	NOUN
ejpam-6869	15	25	.	.	PUNCT
ejpam-6869	16	1	2020	2020	NUM
ejpam-6869	16	2	mathematics	mathematic	NOUN
ejpam-6869	16	3	subject	subject	NOUN
ejpam-6869	16	4	classifications	classification	NOUN
ejpam-6869	16	5	:	:	PUNCT
ejpam-6869	16	6	76n10	76n10	NUM
ejpam-6869	16	7	key	key	ADJ
ejpam-6869	16	8	words	word	NOUN
ejpam-6869	16	9	and	and	CCONJ
ejpam-6869	16	10	phrases	phrase	NOUN
ejpam-6869	16	11	:	:	PUNCT
ejpam-6869	16	12	hybrid	hybrid	ADJ
ejpam-6869	16	13	nanofluid	nanofluid	NOUN
ejpam-6869	16	14	,	,	PUNCT
ejpam-6869	16	15	water	water	NOUN
ejpam-6869	16	16	-	-	PUNCT
ejpam-6869	16	17	ethylene	ethylene	NOUN
ejpam-6869	16	18	glycol	glycol	NOUN
ejpam-6869	16	19	mixture	mixture	NOUN
ejpam-6869	16	20	,	,	PUNCT
ejpam-6869	16	21	wavy	wavy	ADJ
ejpam-6869	16	22	enclosure	enclosure	NOUN
ejpam-6869	16	23	∗corresponding	∗corresponde	VERB
ejpam-6869	16	24	author	author	NOUN
ejpam-6869	16	25	.	.	PUNCT
ejpam-6869	17	1	doi	doi	NOUN
ejpam-6869	17	2	:	:	PUNCT
ejpam-6869	17	3	https://doi.org/10.29020/nybg.ejpam.v18i4.6869	https://doi.org/10.29020/nybg.ejpam.v18i4.6869	ADJ
ejpam-6869	17	4	email	email	NOUN
ejpam-6869	17	5	addresses	address	NOUN
ejpam-6869	17	6	:	:	PUNCT
ejpam-6869	17	7	kkalbani@su.edu.om	kkalbani@su.edu.om	PROPN
ejpam-6869	17	8	(	(	PUNCT
ejpam-6869	17	9	k.	k.	PROPN
ejpam-6869	17	10	al	al	PROPN
ejpam-6869	17	11	kalbani	kalbani	PROPN
ejpam-6869	17	12	)	)	PUNCT
ejpam-6869	17	13	,	,	PUNCT
ejpam-6869	17	14	nanakira@su.edu.om	nanakira@su.edu.om	PROPN
ejpam-6869	17	15	(	(	PUNCT
ejpam-6869	17	16	n.	n.	PROPN
ejpam-6869	17	17	anakira	anakira	PROPN
ejpam-6869	17	18	)	)	PUNCT
ejpam-6869	17	19	,	,	PUNCT
ejpam-6869	18	1	ajassar@su.edu.om	ajassar@su.edu.om	PROPN
ejpam-6869	18	2	(	(	PUNCT
ejpam-6869	18	3	a.	a.	NOUN
ejpam-6869	18	4	al	al	PROPN
ejpam-6869	18	5	jassar	jassar	PROPN
ejpam-6869	18	6	)	)	PUNCT
ejpam-6869	18	7	,	,	PUNCT
ejpam-6869	18	8	aamourah@su.edu.om	aamourah@su.edu.om	NOUN
ejpam-6869	18	9	(	(	PUNCT
ejpam-6869	18	10	a.	a.	NOUN
ejpam-6869	18	11	amourah	amourah	PROPN
ejpam-6869	18	12	)	)	PUNCT
ejpam-6869	18	13	,	,	PUNCT
ejpam-6869	18	14	t	t	NOUN
ejpam-6869	18	15	sasa@asu.edu.jo	sasa@asu.edu.jo	NOUN
ejpam-6869	18	16	(	(	PUNCT
ejpam-6869	18	17	t.	t.	PROPN
ejpam-6869	18	18	sasa	sasa	PROPN
ejpam-6869	18	19	)	)	PUNCT
ejpam-6869	18	20	https://www.ejpam.com	https://www.ejpam.com	X
ejpam-6869	18	21	1	1	NUM
ejpam-6869	18	22	copyright	copyright	NOUN
ejpam-6869	18	23	:	:	PUNCT
ejpam-6869	18	24	©	©	PROPN
ejpam-6869	18	25	2025	2025	NUM
ejpam-6869	18	26	the	the	DET
ejpam-6869	18	27	author(s	author(s	NOUN
ejpam-6869	18	28	)	)	PUNCT
ejpam-6869	18	29	.	.	PUNCT
ejpam-6869	19	1	(	(	PUNCT
ejpam-6869	19	2	cc	cc	NOUN
ejpam-6869	19	3	by	by	ADP
ejpam-6869	19	4	-	-	PUNCT
ejpam-6869	19	5	nc	nc	PROPN
ejpam-6869	19	6	4.0	4.0	NUM
ejpam-6869	19	7	)	)	PUNCT
ejpam-6869	19	8	k.	k.	PROPN
ejpam-6869	19	9	al	al	PROPN
ejpam-6869	19	10	kalbani	kalbani	PROPN
ejpam-6869	20	1	et	et	PROPN
ejpam-6869	20	2	al	al	PROPN
ejpam-6869	20	3	.	.	PUNCT
ejpam-6869	20	4	/	/	SYM
ejpam-6869	20	5	eur	eur	PROPN
ejpam-6869	20	6	.	.	PUNCT
ejpam-6869	21	1	j.	j.	PROPN
ejpam-6869	21	2	pure	pure	PROPN
ejpam-6869	21	3	appl	appl	PROPN
ejpam-6869	21	4	.	.	PROPN
ejpam-6869	21	5	math	math	PROPN
ejpam-6869	21	6	,	,	PUNCT
ejpam-6869	21	7	18	18	NUM
ejpam-6869	21	8	(	(	PUNCT
ejpam-6869	21	9	4	4	NUM
ejpam-6869	21	10	)	)	PUNCT
ejpam-6869	21	11	(	(	PUNCT
ejpam-6869	21	12	2025	2025	NUM
ejpam-6869	21	13	)	)	PUNCT
ejpam-6869	21	14	,	,	PUNCT
ejpam-6869	21	15	6869	6869	NUM
ejpam-6869	21	16	2	2	NUM
ejpam-6869	21	17	of	of	ADP
ejpam-6869	21	18	20	20	NUM
ejpam-6869	21	19	introduction	introduction	NOUN
ejpam-6869	21	20	the	the	DET
ejpam-6869	21	21	pursuit	pursuit	NOUN
ejpam-6869	21	22	of	of	ADP
ejpam-6869	21	23	enhanced	enhanced	ADJ
ejpam-6869	21	24	heat	heat	NOUN
ejpam-6869	21	25	transfer	transfer	NOUN
ejpam-6869	21	26	efficiency	efficiency	NOUN
ejpam-6869	21	27	is	be	AUX
ejpam-6869	21	28	a	a	DET
ejpam-6869	21	29	critical	critical	ADJ
ejpam-6869	21	30	endeavor	endeavor	NOUN
ejpam-6869	21	31	in	in	ADP
ejpam-6869	21	32	thermal	thermal	ADJ
ejpam-6869	21	33	engineering	engineering	NOUN
ejpam-6869	21	34	,	,	PUNCT
ejpam-6869	21	35	propelled	propel	VERB
ejpam-6869	21	36	by	by	ADP
ejpam-6869	21	37	the	the	DET
ejpam-6869	21	38	need	need	NOUN
ejpam-6869	21	39	for	for	ADP
ejpam-6869	21	40	compact	compact	ADJ
ejpam-6869	21	41	,	,	PUNCT
ejpam-6869	21	42	energy	energy	NOUN
ejpam-6869	21	43	-	-	PUNCT
ejpam-6869	21	44	efficient	efficient	ADJ
ejpam-6869	21	45	systems	system	NOUN
ejpam-6869	21	46	in	in	ADP
ejpam-6869	21	47	applications	application	NOUN
ejpam-6869	21	48	such	such	ADJ
ejpam-6869	21	49	as	as	ADP
ejpam-6869	21	50	power	power	NOUN
ejpam-6869	21	51	generation	generation	NOUN
ejpam-6869	21	52	,	,	PUNCT
ejpam-6869	21	53	automotive	automotive	ADJ
ejpam-6869	21	54	cooling	cooling	NOUN
ejpam-6869	21	55	,	,	PUNCT
ejpam-6869	21	56	solar	solar	ADJ
ejpam-6869	21	57	thermal	thermal	ADJ
ejpam-6869	21	58	collectors	collector	NOUN
ejpam-6869	21	59	,	,	PUNCT
ejpam-6869	21	60	and	and	CCONJ
ejpam-6869	21	61	electronic	electronic	ADJ
ejpam-6869	21	62	thermal	thermal	ADJ
ejpam-6869	21	63	management	management	NOUN
ejpam-6869	21	64	.	.	PUNCT
ejpam-6869	22	1	convective	convective	ADJ
ejpam-6869	22	2	heat	heat	NOUN
ejpam-6869	22	3	transfer	transfer	NOUN
ejpam-6869	22	4	,	,	PUNCT
ejpam-6869	22	5	a	a	DET
ejpam-6869	22	6	key	key	ADJ
ejpam-6869	22	7	process	process	NOUN
ejpam-6869	22	8	in	in	ADP
ejpam-6869	22	9	these	these	DET
ejpam-6869	22	10	systems	system	NOUN
ejpam-6869	22	11	,	,	PUNCT
ejpam-6869	22	12	is	be	AUX
ejpam-6869	22	13	often	often	ADV
ejpam-6869	22	14	limited	limit	VERB
ejpam-6869	22	15	by	by	ADP
ejpam-6869	22	16	the	the	DET
ejpam-6869	22	17	thermophysical	thermophysical	ADJ
ejpam-6869	22	18	properties	property	NOUN
ejpam-6869	22	19	of	of	ADP
ejpam-6869	22	20	conventional	conventional	ADJ
ejpam-6869	22	21	fluids	fluid	NOUN
ejpam-6869	22	22	,	,	PUNCT
ejpam-6869	22	23	such	such	ADJ
ejpam-6869	22	24	as	as	ADP
ejpam-6869	22	25	water	water	NOUN
ejpam-6869	22	26	,	,	PUNCT
ejpam-6869	22	27	ethylene	ethylene	NOUN
ejpam-6869	22	28	glycol	glycol	NOUN
ejpam-6869	22	29	(	(	PUNCT
ejpam-6869	22	30	eg	eg	NOUN
ejpam-6869	22	31	)	)	PUNCT
ejpam-6869	22	32	,	,	PUNCT
ejpam-6869	22	33	or	or	CCONJ
ejpam-6869	22	34	their	their	PRON
ejpam-6869	22	35	mixtures	mixture	NOUN
ejpam-6869	22	36	.	.	PUNCT
ejpam-6869	23	1	to	to	PART
ejpam-6869	23	2	overcome	overcome	VERB
ejpam-6869	23	3	these	these	DET
ejpam-6869	23	4	constraints	constraint	NOUN
ejpam-6869	23	5	,	,	PUNCT
ejpam-6869	23	6	nanofluids	nanofluids	NOUN
ejpam-6869	23	7	-	-	PUNCT
ejpam-6869	23	8	base	base	NOUN
ejpam-6869	23	9	fluids	fluid	NOUN
ejpam-6869	23	10	infused	infuse	VERB
ejpam-6869	23	11	with	with	ADP
ejpam-6869	23	12	nanoparticles	nanoparticle	NOUN
ejpam-6869	23	13	-	-	PUNCT
ejpam-6869	23	14	have	have	AUX
ejpam-6869	23	15	emerged	emerge	VERB
ejpam-6869	23	16	as	as	ADP
ejpam-6869	23	17	a	a	DET
ejpam-6869	23	18	groundbreaking	groundbreake	VERB
ejpam-6869	23	19	approach	approach	NOUN
ejpam-6869	23	20	,	,	PUNCT
ejpam-6869	23	21	offering	offer	VERB
ejpam-6869	23	22	a	a	DET
ejpam-6869	23	23	28	28	NUM
ejpam-6869	23	24	%	%	NOUN
ejpam-6869	23	25	increase	increase	NOUN
ejpam-6869	23	26	in	in	ADP
ejpam-6869	23	27	heat	heat	NOUN
ejpam-6869	23	28	transfer	transfer	NOUN
ejpam-6869	23	29	coefficient	coefficient	NOUN
ejpam-6869	23	30	with	with	ADP
ejpam-6869	23	31	cu	cu	PROPN
ejpam-6869	23	32	−	−	PROPN
ejpam-6869	23	33	tio2	tio2	NOUN
ejpam-6869	23	34	hybrid	hybrid	NOUN
ejpam-6869	23	35	nanofluids	nanofluid	NOUN
ejpam-6869	23	36	in	in	ADP
ejpam-6869	23	37	a	a	DET
ejpam-6869	23	38	50	50	NUM
ejpam-6869	23	39	:	:	SYM
ejpam-6869	23	40	50	50	NUM
ejpam-6869	23	41	water	water	NOUN
ejpam-6869	23	42	-	-	PUNCT
ejpam-6869	23	43	eg	eg	NOUN
ejpam-6869	23	44	mixture	mixture	NOUN
ejpam-6869	23	45	.	.	PUNCT
ejpam-6869	24	1	this	this	DET
ejpam-6869	24	2	approach	approach	NOUN
ejpam-6869	24	3	provides	provide	VERB
ejpam-6869	24	4	superior	superior	ADJ
ejpam-6869	24	5	thermal	thermal	ADJ
ejpam-6869	24	6	conductivity	conductivity	NOUN
ejpam-6869	24	7	and	and	CCONJ
ejpam-6869	24	8	convective	convective	ADJ
ejpam-6869	24	9	performance	performance	NOUN
ejpam-6869	24	10	.	.	PUNCT
ejpam-6869	25	1	hybrid	hybrid	ADJ
ejpam-6869	25	2	nanofluids	nanofluids	PROPN
ejpam-6869	25	3	-	-	PUNCT
ejpam-6869	25	4	fluids	fluid	NOUN
ejpam-6869	25	5	containing	contain	VERB
ejpam-6869	25	6	multiple	multiple	ADJ
ejpam-6869	25	7	nanoparticle	nanoparticle	NOUN
ejpam-6869	25	8	types	type	NOUN
ejpam-6869	25	9	-	-	PUNCT
ejpam-6869	25	10	have	have	AUX
ejpam-6869	25	11	gained	gain	VERB
ejpam-6869	25	12	considerable	considerable	ADJ
ejpam-6869	25	13	attention	attention	NOUN
ejpam-6869	25	14	due	due	ADP
ejpam-6869	25	15	to	to	ADP
ejpam-6869	25	16	their	their	PRON
ejpam-6869	25	17	ability	ability	NOUN
ejpam-6869	25	18	to	to	PART
ejpam-6869	25	19	synergistically	synergistically	ADV
ejpam-6869	25	20	enhance	enhance	VERB
ejpam-6869	25	21	thermal	thermal	ADJ
ejpam-6869	25	22	properties	property	NOUN
ejpam-6869	25	23	beyond	beyond	ADP
ejpam-6869	25	24	those	those	PRON
ejpam-6869	25	25	of	of	ADP
ejpam-6869	25	26	single	single	ADJ
ejpam-6869	25	27	-	-	PUNCT
ejpam-6869	25	28	component	component	NOUN
ejpam-6869	25	29	nanofluids	nanofluid	NOUN
ejpam-6869	25	30	.	.	PUNCT
ejpam-6869	26	1	copper	copper	NOUN
ejpam-6869	26	2	nanoparticles	nanoparticle	NOUN
ejpam-6869	26	3	are	be	AUX
ejpam-6869	26	4	renowned	renowned	ADJ
ejpam-6869	26	5	for	for	ADP
ejpam-6869	26	6	their	their	PRON
ejpam-6869	26	7	high	high	ADJ
ejpam-6869	26	8	thermal	thermal	ADJ
ejpam-6869	26	9	conductivity	conductivity	NOUN
ejpam-6869	26	10	,	,	PUNCT
ejpam-6869	26	11	while	while	SCONJ
ejpam-6869	26	12	al2o3	al2o3	PROPN
ejpam-6869	26	13	nanoparticles	nanoparticle	NOUN
ejpam-6869	26	14	provide	provide	VERB
ejpam-6869	26	15	stability	stability	NOUN
ejpam-6869	26	16	and	and	CCONJ
ejpam-6869	26	17	affordability	affordability	NOUN
ejpam-6869	26	18	,	,	PUNCT
ejpam-6869	26	19	making	make	VERB
ejpam-6869	26	20	the	the	DET
ejpam-6869	26	21	cu	cu	PROPN
ejpam-6869	26	22	al2o3	al2o3	PROPN
ejpam-6869	26	23	hybrid	hybrid	NOUN
ejpam-6869	26	24	an	an	DET
ejpam-6869	26	25	attractive	attractive	ADJ
ejpam-6869	26	26	option	option	NOUN
ejpam-6869	26	27	for	for	ADP
ejpam-6869	26	28	practical	practical	ADJ
ejpam-6869	26	29	applications	application	NOUN
ejpam-6869	26	30	.	.	PUNCT
ejpam-6869	27	1	the	the	DET
ejpam-6869	27	2	water	water	NOUN
ejpam-6869	27	3	-	-	PUNCT
ejpam-6869	27	4	eg	eg	NOUN
ejpam-6869	27	5	base	base	NOUN
ejpam-6869	27	6	fluid	fluid	NOUN
ejpam-6869	27	7	,	,	PUNCT
ejpam-6869	27	8	widely	widely	ADV
ejpam-6869	27	9	employed	employ	VERB
ejpam-6869	27	10	in	in	ADP
ejpam-6869	27	11	heat	heat	NOUN
ejpam-6869	27	12	exchangers	exchanger	NOUN
ejpam-6869	27	13	and	and	CCONJ
ejpam-6869	27	14	cold	cold	ADJ
ejpam-6869	27	15	-	-	PUNCT
ejpam-6869	27	16	climate	climate	NOUN
ejpam-6869	27	17	systems	system	NOUN
ejpam-6869	27	18	,	,	PUNCT
ejpam-6869	27	19	exhibits	exhibit	VERB
ejpam-6869	27	20	adjustable	adjustable	ADJ
ejpam-6869	27	21	properties	property	NOUN
ejpam-6869	27	22	-	-	PUNCT
ejpam-6869	27	23	such	such	ADJ
ejpam-6869	27	24	as	as	ADP
ejpam-6869	27	25	viscosity	viscosity	NOUN
ejpam-6869	27	26	,	,	PUNCT
ejpam-6869	27	27	density	density	NOUN
ejpam-6869	27	28	,	,	PUNCT
ejpam-6869	27	29	and	and	CCONJ
ejpam-6869	27	30	thermal	thermal	ADJ
ejpam-6869	27	31	conductivity	conductivity	NOUN
ejpam-6869	27	32	-	-	PUNCT
ejpam-6869	27	33	based	base	VERB
ejpam-6869	27	34	on	on	ADP
ejpam-6869	27	35	its	its	PRON
ejpam-6869	27	36	composition	composition	NOUN
ejpam-6869	27	37	.	.	PUNCT
ejpam-6869	28	1	recent	recent	ADJ
ejpam-6869	28	2	studies	study	NOUN
ejpam-6869	28	3	have	have	AUX
ejpam-6869	28	4	highlighted	highlight	VERB
ejpam-6869	28	5	the	the	DET
ejpam-6869	28	6	promise	promise	NOUN
ejpam-6869	28	7	of	of	ADP
ejpam-6869	28	8	hybrid	hybrid	NOUN
ejpam-6869	28	9	nanofluids	nanofluid	NOUN
ejpam-6869	28	10	in	in	ADP
ejpam-6869	28	11	enhancing	enhance	VERB
ejpam-6869	28	12	thermal	thermal	ADJ
ejpam-6869	28	13	performance	performance	NOUN
ejpam-6869	28	14	.	.	PUNCT
ejpam-6869	29	1	for	for	ADP
ejpam-6869	29	2	example	example	NOUN
ejpam-6869	29	3	,	,	PUNCT
ejpam-6869	29	4	yaser	yaser	PROPN
ejpam-6869	29	5	et	et	PROPN
ejpam-6869	29	6	al	al	PROPN
ejpam-6869	29	7	.	.	PUNCT
ejpam-6869	30	1	[	[	X
ejpam-6869	30	2	1	1	X
ejpam-6869	30	3	]	]	PUNCT
ejpam-6869	30	4	reported	report	VERB
ejpam-6869	30	5	a	a	DET
ejpam-6869	30	6	mixture	mixture	NOUN
ejpam-6869	30	7	,	,	PUNCT
ejpam-6869	30	8	while	while	SCONJ
ejpam-6869	30	9	sidik	sidik	PROPN
ejpam-6869	30	10	et	et	PROPN
ejpam-6869	30	11	al	al	PROPN
ejpam-6869	30	12	.	.	PUNCT
ejpam-6869	31	1	[	[	X
ejpam-6869	31	2	2	2	X
ejpam-6869	31	3	]	]	PUNCT
ejpam-6869	31	4	observed	observe	VERB
ejpam-6869	31	5	that	that	SCONJ
ejpam-6869	31	6	the	the	DET
ejpam-6869	31	7	thermal	thermal	ADJ
ejpam-6869	31	8	characteristics	characteristic	NOUN
ejpam-6869	31	9	of	of	ADP
ejpam-6869	31	10	the	the	DET
ejpam-6869	31	11	hybrid	hybrid	ADJ
ejpam-6869	31	12	nanofluid	nanofluid	NOUN
ejpam-6869	31	13	were	be	AUX
ejpam-6869	31	14	higher	high	ADJ
ejpam-6869	31	15	compared	compare	VERB
ejpam-6869	31	16	to	to	ADP
ejpam-6869	31	17	the	the	DET
ejpam-6869	31	18	base	base	NOUN
ejpam-6869	31	19	fluid	fluid	NOUN
ejpam-6869	31	20	and	and	CCONJ
ejpam-6869	31	21	the	the	DET
ejpam-6869	31	22	fluid	fluid	NOUN
ejpam-6869	31	23	containing	contain	VERB
ejpam-6869	31	24	single	single	ADJ
ejpam-6869	31	25	nanoparticles	nanoparticle	NOUN
ejpam-6869	31	26	,	,	PUNCT
ejpam-6869	31	27	respectively	respectively	ADV
ejpam-6869	31	28	.	.	PUNCT
ejpam-6869	32	1	however	however	ADV
ejpam-6869	32	2	,	,	PUNCT
ejpam-6869	32	3	most	most	ADJ
ejpam-6869	32	4	prior	prior	ADJ
ejpam-6869	32	5	works	work	NOUN
ejpam-6869	32	6	have	have	AUX
ejpam-6869	32	7	focused	focus	VERB
ejpam-6869	32	8	either	either	CCONJ
ejpam-6869	32	9	on	on	ADP
ejpam-6869	32	10	straight	straight	ADJ
ejpam-6869	32	11	channels	channel	NOUN
ejpam-6869	32	12	,	,	PUNCT
ejpam-6869	32	13	simple	simple	ADJ
ejpam-6869	32	14	cavities	cavity	NOUN
ejpam-6869	32	15	,	,	PUNCT
ejpam-6869	32	16	or	or	CCONJ
ejpam-6869	32	17	single	single	ADJ
ejpam-6869	32	18	-	-	PUNCT
ejpam-6869	32	19	fluid	fluid	NOUN
ejpam-6869	32	20	nanofluids	nanofluid	NOUN
ejpam-6869	32	21	,	,	PUNCT
ejpam-6869	32	22	with	with	ADP
ejpam-6869	32	23	relatively	relatively	ADV
ejpam-6869	32	24	fewer	few	ADJ
ejpam-6869	32	25	investigations	investigation	NOUN
ejpam-6869	32	26	addressing	address	VERB
ejpam-6869	32	27	hybrid	hybrid	NOUN
ejpam-6869	32	28	nanofluids	nanofluid	NOUN
ejpam-6869	32	29	in	in	ADP
ejpam-6869	32	30	enclosures	enclosure	NOUN
ejpam-6869	32	31	under	under	ADP
ejpam-6869	32	32	combined	combined	ADJ
ejpam-6869	32	33	buoyancy	buoyancy	NOUN
ejpam-6869	32	34	and	and	CCONJ
ejpam-6869	32	35	magnetic	magnetic	ADJ
ejpam-6869	32	36	field	field	NOUN
ejpam-6869	32	37	effects	effect	NOUN
ejpam-6869	32	38	.	.	PUNCT
ejpam-6869	33	1	in	in	ADP
ejpam-6869	33	2	particular	particular	ADJ
ejpam-6869	33	3	,	,	PUNCT
ejpam-6869	33	4	systematic	systematic	ADJ
ejpam-6869	33	5	studies	study	NOUN
ejpam-6869	33	6	on	on	ADP
ejpam-6869	33	7	the	the	DET
ejpam-6869	33	8	role	role	NOUN
ejpam-6869	33	9	of	of	ADP
ejpam-6869	33	10	water	water	NOUN
ejpam-6869	33	11	-	-	PUNCT
ejpam-6869	33	12	eg	eg	NOUN
ejpam-6869	33	13	ratio	ratio	NOUN
ejpam-6869	33	14	in	in	ADP
ejpam-6869	33	15	hybrid	hybrid	ADJ
ejpam-6869	33	16	nanofluid	nanofluid	NOUN
ejpam-6869	33	17	-	-	PUNCT
ejpam-6869	33	18	based	base	VERB
ejpam-6869	33	19	wavy	wavy	NOUN
ejpam-6869	33	20	geometries	geometry	NOUN
ejpam-6869	33	21	remain	remain	VERB
ejpam-6869	33	22	scarce	scarce	ADJ
ejpam-6869	33	23	.	.	PUNCT
ejpam-6869	34	1	the	the	DET
ejpam-6869	34	2	wavy	wavy	ADJ
ejpam-6869	34	3	enclosure	enclosure	NOUN
ejpam-6869	34	4	introduces	introduce	VERB
ejpam-6869	34	5	a	a	DET
ejpam-6869	34	6	distinctive	distinctive	ADJ
ejpam-6869	34	7	flow	flow	NOUN
ejpam-6869	34	8	domain	domain	NOUN
ejpam-6869	34	9	where	where	SCONJ
ejpam-6869	34	10	natural	natural	ADJ
ejpam-6869	34	11	convection	convection	NOUN
ejpam-6869	34	12	is	be	AUX
ejpam-6869	34	13	influenced	influence	VERB
ejpam-6869	34	14	by	by	ADP
ejpam-6869	34	15	factors	factor	NOUN
ejpam-6869	34	16	such	such	ADJ
ejpam-6869	34	17	as	as	ADP
ejpam-6869	34	18	the	the	DET
ejpam-6869	34	19	rayleigh	rayleigh	PROPN
ejpam-6869	34	20	number	number	NOUN
ejpam-6869	34	21	,	,	PUNCT
ejpam-6869	34	22	nanoparticle	nanoparticle	NOUN
ejpam-6869	34	23	volume	volume	NOUN
ejpam-6869	34	24	fraction	fraction	NOUN
ejpam-6869	34	25	,	,	PUNCT
ejpam-6869	34	26	and	and	CCONJ
ejpam-6869	34	27	wall	wall	PROPN
ejpam-6869	34	28	waviness	waviness	NOUN
ejpam-6869	34	29	(	(	PUNCT
ejpam-6869	34	30	amplitude	amplitude	NOUN
ejpam-6869	34	31	and	and	CCONJ
ejpam-6869	34	32	wavelength	wavelength	NOUN
ejpam-6869	34	33	)	)	PUNCT
ejpam-6869	34	34	.	.	PUNCT
ejpam-6869	35	1	this	this	DET
ejpam-6869	35	2	geometry	geometry	NOUN
ejpam-6869	35	3	enhances	enhance	VERB
ejpam-6869	35	4	heat	heat	NOUN
ejpam-6869	35	5	transfer	transfer	NOUN
ejpam-6869	35	6	by	by	ADP
ejpam-6869	35	7	increasing	increase	VERB
ejpam-6869	35	8	surface	surface	NOUN
ejpam-6869	35	9	area	area	NOUN
ejpam-6869	35	10	and	and	CCONJ
ejpam-6869	35	11	inducing	induce	VERB
ejpam-6869	35	12	flow	flow	NOUN
ejpam-6869	35	13	perturbations	perturbation	NOUN
ejpam-6869	35	14	that	that	PRON
ejpam-6869	35	15	promote	promote	VERB
ejpam-6869	35	16	mixing	mix	VERB
ejpam-6869	35	17	.	.	PUNCT
ejpam-6869	36	1	bhardwaj	bhardwaj	PROPN
ejpam-6869	36	2	et	et	PROPN
ejpam-6869	36	3	al	al	PROPN
ejpam-6869	36	4	.	.	PUNCT
ejpam-6869	37	1	[	[	X
ejpam-6869	37	2	3	3	X
ejpam-6869	37	3	]	]	PUNCT
ejpam-6869	37	4	found	find	VERB
ejpam-6869	37	5	that	that	SCONJ
ejpam-6869	37	6	wavy	wavy	ADJ
ejpam-6869	37	7	cavities	cavity	NOUN
ejpam-6869	37	8	can	can	AUX
ejpam-6869	37	9	improve	improve	VERB
ejpam-6869	37	10	heat	heat	NOUN
ejpam-6869	37	11	transfer	transfer	NOUN
ejpam-6869	37	12	compared	compare	VERB
ejpam-6869	37	13	to	to	ADP
ejpam-6869	37	14	flat	flat	ADJ
ejpam-6869	37	15	enclosures	enclosure	NOUN
ejpam-6869	37	16	,	,	PUNCT
ejpam-6869	37	17	while	while	SCONJ
ejpam-6869	37	18	al	al	PROPN
ejpam-6869	37	19	kalbani	kalbani	PROPN
ejpam-6869	37	20	and	and	CCONJ
ejpam-6869	37	21	uddin	uddin	ADJ
ejpam-6869	37	22	[	[	X
ejpam-6869	37	23	4	4	X
ejpam-6869	37	24	]	]	PUNCT
ejpam-6869	37	25	noted	note	VERB
ejpam-6869	37	26	an	an	DET
ejpam-6869	37	27	increase	increase	NOUN
ejpam-6869	37	28	in	in	ADP
ejpam-6869	37	29	the	the	DET
ejpam-6869	37	30	total	total	ADJ
ejpam-6869	37	31	heat	heat	NOUN
ejpam-6869	37	32	flux	flux	NOUN
ejpam-6869	37	33	at	at	ADP
ejpam-6869	37	34	the	the	DET
ejpam-6869	37	35	heated	heated	ADJ
ejpam-6869	37	36	wall	wall	NOUN
ejpam-6869	37	37	by	by	ADP
ejpam-6869	37	38	increasing	increase	VERB
ejpam-6869	37	39	the	the	DET
ejpam-6869	37	40	ripple	ripple	ADJ
ejpam-6869	37	41	parameter	parameter	PROPN
ejpam-6869	37	42	n.	n.	PROPN
ejpam-6869	37	43	this	this	DET
ejpam-6869	37	44	research	research	NOUN
ejpam-6869	37	45	harnesses	harness	NOUN
ejpam-6869	37	46	these	these	DET
ejpam-6869	37	47	geometric	geometric	ADJ
ejpam-6869	37	48	benefits	benefit	NOUN
ejpam-6869	37	49	,	,	PUNCT
ejpam-6869	37	50	pairing	pair	VERB
ejpam-6869	37	51	them	they	PRON
ejpam-6869	37	52	with	with	ADP
ejpam-6869	37	53	the	the	DET
ejpam-6869	37	54	cu	cu	PROPN
ejpam-6869	37	55	−	−	PROPN
ejpam-6869	37	56	al2o3	al2o3	PROPN
ejpam-6869	37	57	hybrid	hybrid	ADJ
ejpam-6869	37	58	nanofluid	nanofluid	NOUN
ejpam-6869	37	59	in	in	ADP
ejpam-6869	37	60	the	the	DET
ejpam-6869	37	61	specified	specified	ADJ
ejpam-6869	37	62	water	water	NOUN
ejpam-6869	37	63	-	-	PUNCT
ejpam-6869	37	64	eg	eg	NOUN
ejpam-6869	37	65	ratios	ratio	NOUN
ejpam-6869	37	66	to	to	PART
ejpam-6869	37	67	optimize	optimize	VERB
ejpam-6869	37	68	thermal	thermal	ADJ
ejpam-6869	37	69	performance	performance	NOUN
ejpam-6869	37	70	.	.	PUNCT
ejpam-6869	38	1	the	the	DET
ejpam-6869	38	2	motivation	motivation	NOUN
ejpam-6869	38	3	stems	stem	VERB
ejpam-6869	38	4	from	from	ADP
ejpam-6869	38	5	the	the	DET
ejpam-6869	38	6	demand	demand	NOUN
ejpam-6869	38	7	for	for	ADP
ejpam-6869	38	8	efficient	efficient	ADJ
ejpam-6869	38	9	,	,	PUNCT
ejpam-6869	38	10	versatile	versatile	ADJ
ejpam-6869	38	11	thermal	thermal	ADJ
ejpam-6869	38	12	systems	system	NOUN
ejpam-6869	38	13	that	that	PRON
ejpam-6869	38	14	can	can	AUX
ejpam-6869	38	15	operate	operate	VERB
ejpam-6869	38	16	across	across	ADP
ejpam-6869	38	17	a	a	DET
ejpam-6869	38	18	range	range	NOUN
ejpam-6869	38	19	of	of	ADP
ejpam-6869	38	20	conditions	condition	NOUN
ejpam-6869	38	21	,	,	PUNCT
ejpam-6869	38	22	from	from	ADP
ejpam-6869	38	23	low	low	ADJ
ejpam-6869	38	24	-	-	PUNCT
ejpam-6869	38	25	temperature	temperature	NOUN
ejpam-6869	38	26	refrigeration	refrigeration	NOUN
ejpam-6869	38	27	to	to	ADP
ejpam-6869	38	28	high	high	ADJ
ejpam-6869	38	29	-	-	PUNCT
ejpam-6869	38	30	temperature	temperature	NOUN
ejpam-6869	38	31	industrial	industrial	ADJ
ejpam-6869	38	32	processes	process	NOUN
ejpam-6869	38	33	.	.	PUNCT
ejpam-6869	39	1	recent	recent	ADJ
ejpam-6869	39	2	literature	literature	NOUN
ejpam-6869	39	3	provides	provide	VERB
ejpam-6869	39	4	a	a	DET
ejpam-6869	39	5	strong	strong	ADJ
ejpam-6869	39	6	foundation	foundation	NOUN
ejpam-6869	39	7	for	for	ADP
ejpam-6869	39	8	this	this	DET
ejpam-6869	39	9	investigation	investigation	NOUN
ejpam-6869	39	10	.	.	PUNCT
ejpam-6869	40	1	tokgoz	tokgoz	PROPN
ejpam-6869	40	2	et	et	PROPN
ejpam-6869	40	3	al	al	PROPN
ejpam-6869	40	4	.	.	PUNCT
ejpam-6869	41	1	[	[	X
ejpam-6869	41	2	5	5	NUM
ejpam-6869	41	3	]	]	PUNCT
ejpam-6869	41	4	explore	explore	NOUN
ejpam-6869	41	5	heat	heat	NOUN
ejpam-6869	41	6	transfer	transfer	NOUN
ejpam-6869	41	7	enhancement	enhancement	NOUN
ejpam-6869	41	8	in	in	ADP
ejpam-6869	41	9	turbulent	turbulent	ADJ
ejpam-6869	41	10	channel	channel	NOUN
ejpam-6869	41	11	flow	flow	NOUN
ejpam-6869	41	12	using	use	VERB
ejpam-6869	41	13	corrugated	corrugate	VERB
ejpam-6869	41	14	ducts	duct	NOUN
ejpam-6869	41	15	and	and	CCONJ
ejpam-6869	41	16	alumina	alumina	NOUN
ejpam-6869	41	17	-	-	PUNCT
ejpam-6869	41	18	water	water	NOUN
ejpam-6869	41	19	nanofluids	nanofluid	NOUN
ejpam-6869	41	20	.	.	PUNCT
ejpam-6869	42	1	results	result	NOUN
ejpam-6869	42	2	show	show	VERB
ejpam-6869	42	3	that	that	SCONJ
ejpam-6869	42	4	corrugation	corrugation	NOUN
ejpam-6869	42	5	increases	increase	VERB
ejpam-6869	42	6	turbulence	turbulence	NOUN
ejpam-6869	42	7	and	and	CCONJ
ejpam-6869	42	8	heat	heat	NOUN
ejpam-6869	42	9	transfer	transfer	NOUN
ejpam-6869	42	10	,	,	PUNCT
ejpam-6869	42	11	and	and	CCONJ
ejpam-6869	42	12	the	the	DET
ejpam-6869	42	13	nanofluid	nanofluid	NOUN
ejpam-6869	42	14	further	far	ADV
ejpam-6869	42	15	improves	improve	VERB
ejpam-6869	42	16	thermal	thermal	ADJ
ejpam-6869	42	17	performance	performance	NOUN
ejpam-6869	42	18	compared	compare	VERB
ejpam-6869	42	19	to	to	ADP
ejpam-6869	42	20	pure	pure	ADJ
ejpam-6869	42	21	water	water	NOUN
ejpam-6869	42	22	.	.	PUNCT
ejpam-6869	43	1	similarly	similarly	ADV
ejpam-6869	43	2	,	,	PUNCT
ejpam-6869	43	3	said	say	VERB
ejpam-6869	43	4	et	et	PROPN
ejpam-6869	43	5	al	al	PROPN
ejpam-6869	43	6	.	.	PUNCT
ejpam-6869	44	1	[	[	X
ejpam-6869	44	2	6	6	NUM
ejpam-6869	44	3	]	]	PUNCT
ejpam-6869	44	4	examine	examine	VERB
ejpam-6869	44	5	the	the	DET
ejpam-6869	44	6	thermophysical	thermophysical	ADJ
ejpam-6869	44	7	properties	property	NOUN
ejpam-6869	44	8	of	of	ADP
ejpam-6869	44	9	nanodiamond	nanodiamond	PROPN
ejpam-6869	44	10	k.	k.	PROPN
ejpam-6869	44	11	al	al	PROPN
ejpam-6869	44	12	kalbani	kalbani	PROPN
ejpam-6869	45	1	et	et	PROPN
ejpam-6869	45	2	al	al	PROPN
ejpam-6869	45	3	.	.	PUNCT
ejpam-6869	45	4	/	/	SYM
ejpam-6869	45	5	eur	eur	PROPN
ejpam-6869	45	6	.	.	PUNCT
ejpam-6869	46	1	j.	j.	PROPN
ejpam-6869	46	2	pure	pure	PROPN
ejpam-6869	46	3	appl	appl	PROPN
ejpam-6869	46	4	.	.	PROPN
ejpam-6869	46	5	math	math	PROPN
ejpam-6869	46	6	,	,	PUNCT
ejpam-6869	46	7	18	18	NUM
ejpam-6869	46	8	(	(	PUNCT
ejpam-6869	46	9	4	4	NUM
ejpam-6869	46	10	)	)	PUNCT
ejpam-6869	46	11	(	(	PUNCT
ejpam-6869	46	12	2025	2025	NUM
ejpam-6869	46	13	)	)	PUNCT
ejpam-6869	46	14	,	,	PUNCT
ejpam-6869	46	15	6869	6869	NUM
ejpam-6869	46	16	3	3	NUM
ejpam-6869	46	17	of	of	ADP
ejpam-6869	46	18	20	20	NUM
ejpam-6869	46	19	+	+	ADJ
ejpam-6869	46	20	fe3o4	fe3o4	VERB
ejpam-6869	46	21	hybrid	hybrid	ADJ
ejpam-6869	46	22	nanofluids	nanofluid	NOUN
ejpam-6869	46	23	(	(	PUNCT
ejpam-6869	46	24	in	in	ADP
ejpam-6869	46	25	water	water	NOUN
ejpam-6869	46	26	and	and	CCONJ
ejpam-6869	46	27	water	water	NOUN
ejpam-6869	46	28	-	-	PUNCT
ejpam-6869	46	29	eg	eg	NOUN
ejpam-6869	46	30	mixtures	mixture	NOUN
ejpam-6869	46	31	)	)	PUNCT
ejpam-6869	46	32	using	use	VERB
ejpam-6869	46	33	experiments	experiment	NOUN
ejpam-6869	46	34	and	and	CCONJ
ejpam-6869	46	35	predictive	predictive	ADJ
ejpam-6869	46	36	models	model	NOUN
ejpam-6869	46	37	,	,	PUNCT
ejpam-6869	46	38	including	include	VERB
ejpam-6869	46	39	mlr	mlr	NOUN
ejpam-6869	46	40	and	and	CCONJ
ejpam-6869	46	41	mlri	mlri	NOUN
ejpam-6869	46	42	.	.	PUNCT
ejpam-6869	47	1	they	they	PRON
ejpam-6869	47	2	found	find	VERB
ejpam-6869	47	3	that	that	SCONJ
ejpam-6869	47	4	the	the	DET
ejpam-6869	47	5	mlri	mlri	NOUN
ejpam-6869	47	6	(	(	PUNCT
ejpam-6869	47	7	r	r	NOUN
ejpam-6869	47	8	=	=	SYM
ejpam-6869	47	9	0.9996	0.9996	NUM
ejpam-6869	47	10	)	)	PUNCT
ejpam-6869	47	11	,	,	PUNCT
ejpam-6869	47	12	mlr	mlr	NOUN
ejpam-6869	47	13	(	(	PUNCT
ejpam-6869	47	14	r	r	NOUN
ejpam-6869	47	15	=	=	PUNCT
ejpam-6869	47	16	0.99989	0.99989	NUM
ejpam-6869	47	17	)	)	PUNCT
ejpam-6869	47	18	,	,	PUNCT
ejpam-6869	47	19	mlr	mlr	NOUN
ejpam-6869	47	20	(	(	PUNCT
ejpam-6869	47	21	r	r	NOUN
ejpam-6869	47	22	=	=	SYM
ejpam-6869	47	23	0.9999998	0.9999998	NUM
ejpam-6869	47	24	)	)	PUNCT
ejpam-6869	47	25	,	,	PUNCT
ejpam-6869	47	26	and	and	CCONJ
ejpam-6869	47	27	mlri	mlri	PROPN
ejpam-6869	47	28	(	(	PUNCT
ejpam-6869	47	29	r	r	NOUN
ejpam-6869	47	30	=	=	SYM
ejpam-6869	47	31	0.9857	0.9857	NUM
ejpam-6869	47	32	)	)	PUNCT
ejpam-6869	47	33	models	model	NOUN
ejpam-6869	47	34	demonstrated	demonstrate	VERB
ejpam-6869	47	35	excellent	excellent	ADJ
ejpam-6869	47	36	predictive	predictive	ADJ
ejpam-6869	47	37	accuracy	accuracy	NOUN
ejpam-6869	47	38	,	,	PUNCT
ejpam-6869	47	39	with	with	ADP
ejpam-6869	47	40	correlation	correlation	NOUN
ejpam-6869	47	41	coefficients	coefficient	NOUN
ejpam-6869	47	42	indicating	indicate	VERB
ejpam-6869	47	43	strong	strong	ADJ
ejpam-6869	47	44	agreement	agreement	NOUN
ejpam-6869	47	45	between	between	ADP
ejpam-6869	47	46	predicted	predict	VERB
ejpam-6869	47	47	and	and	CCONJ
ejpam-6869	47	48	experimental	experimental	ADJ
ejpam-6869	47	49	values	value	NOUN
ejpam-6869	47	50	.	.	PUNCT
ejpam-6869	48	1	studies	study	NOUN
ejpam-6869	48	2	on	on	ADP
ejpam-6869	48	3	wavy	wavy	ADJ
ejpam-6869	48	4	enclosures	enclosure	NOUN
ejpam-6869	48	5	,	,	PUNCT
ejpam-6869	48	6	such	such	ADJ
ejpam-6869	48	7	as	as	ADP
ejpam-6869	48	8	those	those	PRON
ejpam-6869	48	9	by	by	ADP
ejpam-6869	48	10	abdulkadhim	abdulkadhim	PRON
ejpam-6869	48	11	et	et	PROPN
ejpam-6869	48	12	al	al	PROPN
ejpam-6869	48	13	.	.	PUNCT
ejpam-6869	49	1	[	[	X
ejpam-6869	49	2	7	7	X
ejpam-6869	49	3	]	]	PUNCT
ejpam-6869	49	4	and	and	CCONJ
ejpam-6869	49	5	cheng	cheng	PROPN
ejpam-6869	49	6	,	,	PUNCT
ejpam-6869	49	7	c.	c.	PROPN
ejpam-6869	49	8	y.[8	y.[8	PROPN
ejpam-6869	49	9	]	]	PUNCT
ejpam-6869	49	10	,	,	PUNCT
ejpam-6869	49	11	emphasize	emphasize	VERB
ejpam-6869	49	12	geometry	geometry	NOUN
ejpam-6869	49	13	’s	’s	PART
ejpam-6869	49	14	role	role	NOUN
ejpam-6869	49	15	in	in	ADP
ejpam-6869	49	16	amplifying	amplify	VERB
ejpam-6869	49	17	buoyancy	buoyancy	NOUN
ejpam-6869	49	18	-	-	PUNCT
ejpam-6869	49	19	driven	drive	VERB
ejpam-6869	49	20	convection	convection	NOUN
ejpam-6869	49	21	.	.	PUNCT
ejpam-6869	50	1	despite	despite	SCONJ
ejpam-6869	50	2	these	these	DET
ejpam-6869	50	3	contributions	contribution	NOUN
ejpam-6869	50	4	,	,	PUNCT
ejpam-6869	50	5	a	a	DET
ejpam-6869	50	6	direct	direct	ADJ
ejpam-6869	50	7	connection	connection	NOUN
ejpam-6869	50	8	between	between	ADP
ejpam-6869	50	9	hybrid	hybrid	ADJ
ejpam-6869	50	10	nanofluid	nanofluid	ADJ
ejpam-6869	50	11	composition	composition	NOUN
ejpam-6869	50	12	(	(	PUNCT
ejpam-6869	50	13	e.g.	e.g.	ADV
ejpam-6869	50	14	,	,	PUNCT
ejpam-6869	50	15	cu−al2o3	cu−al2o3	NOUN
ejpam-6869	50	16	with	with	ADP
ejpam-6869	50	17	variable	variable	ADJ
ejpam-6869	50	18	water	water	NOUN
ejpam-6869	50	19	-	-	PUNCT
ejpam-6869	50	20	eg	eg	NOUN
ejpam-6869	50	21	ratios	ratio	NOUN
ejpam-6869	50	22	)	)	PUNCT
ejpam-6869	50	23	,	,	PUNCT
ejpam-6869	50	24	magnetic	magnetic	ADJ
ejpam-6869	50	25	field	field	NOUN
ejpam-6869	50	26	strength	strength	NOUN
ejpam-6869	50	27	,	,	PUNCT
ejpam-6869	50	28	and	and	CCONJ
ejpam-6869	50	29	wavy	wavy	ADJ
ejpam-6869	50	30	enclosure	enclosure	NOUN
ejpam-6869	50	31	design	design	NOUN
ejpam-6869	50	32	has	have	AUX
ejpam-6869	50	33	not	not	PART
ejpam-6869	50	34	been	be	AUX
ejpam-6869	50	35	comprehensively	comprehensively	ADV
ejpam-6869	50	36	established	establish	VERB
ejpam-6869	50	37	in	in	ADP
ejpam-6869	50	38	the	the	DET
ejpam-6869	50	39	literature	literature	NOUN
ejpam-6869	50	40	.	.	PUNCT
ejpam-6869	51	1	further	further	ADJ
ejpam-6869	51	2	relevant	relevant	ADJ
ejpam-6869	51	3	research	research	NOUN
ejpam-6869	51	4	has	have	AUX
ejpam-6869	51	5	been	be	AUX
ejpam-6869	51	6	reported	report	VERB
ejpam-6869	51	7	in	in	ADP
ejpam-6869	51	8	[	[	X
ejpam-6869	51	9	9–29	9–29	NOUN
ejpam-6869	51	10	]	]	X
ejpam-6869	51	11	.	.	PUNCT
ejpam-6869	52	1	this	this	DET
ejpam-6869	52	2	research	research	NOUN
ejpam-6869	52	3	employs	employ	VERB
ejpam-6869	52	4	a	a	DET
ejpam-6869	52	5	methodical	methodical	ADJ
ejpam-6869	52	6	approach	approach	NOUN
ejpam-6869	52	7	to	to	PART
ejpam-6869	52	8	assess	assess	VERB
ejpam-6869	52	9	heat	heat	NOUN
ejpam-6869	52	10	transfer	transfer	NOUN
ejpam-6869	52	11	enhancement	enhancement	NOUN
ejpam-6869	52	12	by	by	ADP
ejpam-6869	52	13	testing	test	VERB
ejpam-6869	52	14	the	the	DET
ejpam-6869	52	15	cu−al2o3	cu−al2o3	PROPN
ejpam-6869	52	16	hybrid	hybrid	ADJ
ejpam-6869	52	17	nanofluid	nanofluid	NOUN
ejpam-6869	52	18	across	across	ADP
ejpam-6869	52	19	the	the	DET
ejpam-6869	52	20	specified	specified	ADJ
ejpam-6869	52	21	water	water	NOUN
ejpam-6869	52	22	-	-	PUNCT
ejpam-6869	52	23	eg	eg	NOUN
ejpam-6869	52	24	ratios	ratio	NOUN
ejpam-6869	52	25	:	:	PUNCT
ejpam-6869	52	26	95%−	95%−	PROPN
ejpam-6869	52	27	5	5	NUM
ejpam-6869	52	28	%	%	NOUN
ejpam-6869	52	29	,	,	PUNCT
ejpam-6869	52	30	90	90	NUM
ejpam-6869	52	31	%	%	NOUN
ejpam-6869	52	32	−	−	NUM
ejpam-6869	52	33	10	10	NUM
ejpam-6869	52	34	%	%	NOUN
ejpam-6869	52	35	,	,	PUNCT
ejpam-6869	52	36	80	80	NUM
ejpam-6869	52	37	%	%	NOUN
ejpam-6869	52	38	−	−	PROPN
ejpam-6869	52	39	20	20	NUM
ejpam-6869	52	40	%	%	NOUN
ejpam-6869	52	41	,	,	PUNCT
ejpam-6869	52	42	60	60	NUM
ejpam-6869	52	43	%	%	NOUN
ejpam-6869	52	44	−	−	NUM
ejpam-6869	52	45	40	40	NUM
ejpam-6869	52	46	%	%	NOUN
ejpam-6869	52	47	,	,	PUNCT
ejpam-6869	52	48	and	and	CCONJ
ejpam-6869	52	49	50	50	NUM
ejpam-6869	52	50	%	%	NOUN
ejpam-6869	52	51	−	−	PROPN
ejpam-6869	52	52	50	50	NUM
ejpam-6869	52	53	%	%	NOUN
ejpam-6869	52	54	,	,	PUNCT
ejpam-6869	52	55	as	as	ADV
ejpam-6869	52	56	well	well	ADV
ejpam-6869	52	57	as	as	ADP
ejpam-6869	52	58	pure	pure	ADJ
ejpam-6869	52	59	water	water	NOUN
ejpam-6869	52	60	and	and	CCONJ
ejpam-6869	52	61	pure	pure	ADJ
ejpam-6869	52	62	eg	eg	NOUN
ejpam-6869	52	63	.	.	PUNCT
ejpam-6869	53	1	key	key	ADJ
ejpam-6869	53	2	variables	variable	NOUN
ejpam-6869	53	3	include	include	VERB
ejpam-6869	53	4	nanoparticle	nanoparticle	NOUN
ejpam-6869	53	5	volume	volume	NOUN
ejpam-6869	53	6	fractions	fraction	NOUN
ejpam-6869	53	7	(	(	PUNCT
ejpam-6869	53	8	e.g.	e.g.	ADV
ejpam-6869	53	9	,	,	PUNCT
ejpam-6869	53	10	0.1	0.1	NUM
ejpam-6869	53	11	%	%	NOUN
ejpam-6869	53	12	to	to	PART
ejpam-6869	53	13	0.5	0.5	NUM
ejpam-6869	53	14	%	%	NOUN
ejpam-6869	53	15	)	)	PUNCT
ejpam-6869	53	16	,	,	PUNCT
ejpam-6869	53	17	base	base	NOUN
ejpam-6869	53	18	fluid	fluid	NOUN
ejpam-6869	53	19	composition	composition	NOUN
ejpam-6869	53	20	,	,	PUNCT
ejpam-6869	53	21	and	and	CCONJ
ejpam-6869	53	22	operating	operating	NOUN
ejpam-6869	53	23	conditions	condition	NOUN
ejpam-6869	53	24	(	(	PUNCT
ejpam-6869	53	25	e.g.	e.g.	ADV
ejpam-6869	53	26	,	,	PUNCT
ejpam-6869	53	27	temperature	temperature	NOUN
ejpam-6869	53	28	gradients	gradient	NOUN
ejpam-6869	53	29	driving	drive	VERB
ejpam-6869	53	30	natural	natural	ADJ
ejpam-6869	53	31	convection	convection	NOUN
ejpam-6869	53	32	)	)	PUNCT
ejpam-6869	53	33	.	.	PUNCT
ejpam-6869	54	1	the	the	DET
ejpam-6869	54	2	wavy	wavy	ADJ
ejpam-6869	54	3	enclosure	enclosure	NOUN
ejpam-6869	54	4	is	be	AUX
ejpam-6869	54	5	designed	design	VERB
ejpam-6869	54	6	to	to	PART
ejpam-6869	54	7	maximize	maximize	VERB
ejpam-6869	54	8	convective	convective	ADJ
ejpam-6869	54	9	effects	effect	NOUN
ejpam-6869	54	10	,	,	PUNCT
ejpam-6869	54	11	and	and	CCONJ
ejpam-6869	54	12	the	the	DET
ejpam-6869	54	13	study	study	NOUN
ejpam-6869	54	14	utilizes	utilize	VERB
ejpam-6869	54	15	advanced	advanced	ADJ
ejpam-6869	54	16	experimental	experimental	ADJ
ejpam-6869	54	17	and/or	and/or	CCONJ
ejpam-6869	54	18	numerical	numerical	ADJ
ejpam-6869	54	19	techniques	technique	NOUN
ejpam-6869	54	20	to	to	PART
ejpam-6869	54	21	capture	capture	VERB
ejpam-6869	54	22	fluid	fluid	ADJ
ejpam-6869	54	23	flow	flow	NOUN
ejpam-6869	54	24	and	and	CCONJ
ejpam-6869	54	25	thermal	thermal	ADJ
ejpam-6869	54	26	behavior	behavior	NOUN
ejpam-6869	54	27	.	.	PUNCT
ejpam-6869	55	1	specifically	specifically	ADV
ejpam-6869	55	2	,	,	PUNCT
ejpam-6869	55	3	this	this	DET
ejpam-6869	55	4	work	work	NOUN
ejpam-6869	55	5	aims	aim	VERB
ejpam-6869	55	6	to	to	PART
ejpam-6869	55	7	investigate	investigate	VERB
ejpam-6869	55	8	the	the	DET
ejpam-6869	55	9	heat	heat	NOUN
ejpam-6869	55	10	transfer	transfer	NOUN
ejpam-6869	55	11	enhancement	enhancement	NOUN
ejpam-6869	55	12	for	for	ADP
ejpam-6869	55	13	pure	pure	ADJ
ejpam-6869	55	14	water	water	NOUN
ejpam-6869	55	15	,	,	PUNCT
ejpam-6869	55	16	pure	pure	ADJ
ejpam-6869	55	17	ethylene	ethylene	NOUN
ejpam-6869	55	18	glycol	glycol	NOUN
ejpam-6869	55	19	(	(	PUNCT
ejpam-6869	55	20	eg	eg	NOUN
ejpam-6869	55	21	)	)	PUNCT
ejpam-6869	55	22	,	,	PUNCT
ejpam-6869	55	23	and	and	CCONJ
ejpam-6869	55	24	various	various	ADJ
ejpam-6869	55	25	mixture	mixture	NOUN
ejpam-6869	55	26	ratios	ratio	NOUN
ejpam-6869	55	27	while	while	SCONJ
ejpam-6869	55	28	also	also	ADV
ejpam-6869	55	29	examining	examine	VERB
ejpam-6869	55	30	the	the	DET
ejpam-6869	55	31	effect	effect	NOUN
ejpam-6869	55	32	of	of	ADP
ejpam-6869	55	33	the	the	DET
ejpam-6869	55	34	wavy	wavy	ADJ
ejpam-6869	55	35	wall	wall	NOUN
ejpam-6869	55	36	on	on	ADP
ejpam-6869	55	37	flow	flow	NOUN
ejpam-6869	55	38	patterns	pattern	NOUN
ejpam-6869	55	39	and	and	CCONJ
ejpam-6869	55	40	streamlines	streamline	NOUN
ejpam-6869	55	41	.	.	PUNCT
ejpam-6869	56	1	the	the	DET
ejpam-6869	56	2	objectives	objective	NOUN
ejpam-6869	56	3	are	be	AUX
ejpam-6869	56	4	to	to	PART
ejpam-6869	56	5	measure	measure	VERB
ejpam-6869	56	6	the	the	DET
ejpam-6869	56	7	enhancement	enhancement	NOUN
ejpam-6869	56	8	in	in	ADP
ejpam-6869	56	9	convective	convective	ADJ
ejpam-6869	56	10	heat	heat	NOUN
ejpam-6869	56	11	transfer	transfer	NOUN
ejpam-6869	56	12	(	(	PUNCT
ejpam-6869	56	13	e.g.	e.g.	ADV
ejpam-6869	56	14	,	,	PUNCT
ejpam-6869	56	15	via	via	ADP
ejpam-6869	56	16	nusselt	nusselt	NOUN
ejpam-6869	56	17	number	number	NOUN
ejpam-6869	56	18	)	)	PUNCT
ejpam-6869	56	19	across	across	ADP
ejpam-6869	56	20	these	these	DET
ejpam-6869	56	21	conditions	condition	NOUN
ejpam-6869	56	22	and	and	CCONJ
ejpam-6869	56	23	to	to	PART
ejpam-6869	56	24	analyze	analyze	VERB
ejpam-6869	56	25	how	how	SCONJ
ejpam-6869	56	26	the	the	DET
ejpam-6869	56	27	wavy	wavy	ADJ
ejpam-6869	56	28	geometry	geometry	NOUN
ejpam-6869	56	29	influences	influence	VERB
ejpam-6869	56	30	flow	flow	NOUN
ejpam-6869	56	31	dynamics	dynamic	NOUN
ejpam-6869	56	32	,	,	PUNCT
ejpam-6869	56	33	providing	provide	VERB
ejpam-6869	56	34	insights	insight	NOUN
ejpam-6869	56	35	into	into	ADP
ejpam-6869	56	36	the	the	DET
ejpam-6869	56	37	interplay	interplay	NOUN
ejpam-6869	56	38	between	between	ADP
ejpam-6869	56	39	fluid	fluid	ADJ
ejpam-6869	56	40	composition	composition	NOUN
ejpam-6869	56	41	,	,	PUNCT
ejpam-6869	56	42	nanoparticle	nanoparticle	NOUN
ejpam-6869	56	43	effects	effect	NOUN
ejpam-6869	56	44	,	,	PUNCT
ejpam-6869	56	45	and	and	CCONJ
ejpam-6869	56	46	enclosure	enclosure	NOUN
ejpam-6869	56	47	design	design	NOUN
ejpam-6869	56	48	for	for	ADP
ejpam-6869	56	49	next	next	ADJ
ejpam-6869	56	50	-	-	PUNCT
ejpam-6869	56	51	generation	generation	NOUN
ejpam-6869	56	52	thermal	thermal	ADJ
ejpam-6869	56	53	management	management	NOUN
ejpam-6869	56	54	strategies	strategy	NOUN
ejpam-6869	56	55	.	.	PUNCT
ejpam-6869	57	1	in	in	ADP
ejpam-6869	57	2	summary	summary	NOUN
ejpam-6869	57	3	,	,	PUNCT
ejpam-6869	57	4	the	the	DET
ejpam-6869	57	5	novelty	novelty	NOUN
ejpam-6869	57	6	of	of	ADP
ejpam-6869	57	7	this	this	DET
ejpam-6869	57	8	study	study	NOUN
ejpam-6869	57	9	lies	lie	VERB
ejpam-6869	57	10	in	in	ADP
ejpam-6869	57	11	combining	combine	VERB
ejpam-6869	57	12	cu−al2o3	cu−al2o3	NOUN
ejpam-6869	57	13	hybrid	hybrid	NOUN
ejpam-6869	57	14	nanofluids	nanofluid	NOUN
ejpam-6869	57	15	with	with	ADP
ejpam-6869	57	16	variable	variable	ADJ
ejpam-6869	57	17	water	water	NOUN
ejpam-6869	57	18	eg	eg	NOUN
ejpam-6869	57	19	ratios	ratio	NOUN
ejpam-6869	57	20	inside	inside	ADP
ejpam-6869	57	21	a	a	DET
ejpam-6869	57	22	wavywalled	wavywalle	VERB
ejpam-6869	57	23	enclosure	enclosure	NOUN
ejpam-6869	57	24	under	under	ADP
ejpam-6869	57	25	magnetic	magnetic	ADJ
ejpam-6869	57	26	field	field	NOUN
ejpam-6869	57	27	effects	effect	NOUN
ejpam-6869	57	28	an	an	DET
ejpam-6869	57	29	area	area	NOUN
ejpam-6869	57	30	where	where	SCONJ
ejpam-6869	57	31	literature	literature	NOUN
ejpam-6869	57	32	remains	remain	VERB
ejpam-6869	57	33	limited	limited	ADJ
ejpam-6869	57	34	.	.	PUNCT
ejpam-6869	58	1	this	this	DET
ejpam-6869	58	2	work	work	NOUN
ejpam-6869	58	3	fills	fill	VERB
ejpam-6869	58	4	the	the	DET
ejpam-6869	58	5	gap	gap	NOUN
ejpam-6869	58	6	by	by	ADP
ejpam-6869	58	7	quantifying	quantify	VERB
ejpam-6869	58	8	the	the	DET
ejpam-6869	58	9	coupled	couple	VERB
ejpam-6869	58	10	influence	influence	NOUN
ejpam-6869	58	11	of	of	ADP
ejpam-6869	58	12	nanoparticle	nanoparticle	NOUN
ejpam-6869	58	13	loading	loading	NOUN
ejpam-6869	58	14	,	,	PUNCT
ejpam-6869	58	15	base	base	NOUN
ejpam-6869	58	16	fluid	fluid	NOUN
ejpam-6869	58	17	composition	composition	NOUN
ejpam-6869	58	18	,	,	PUNCT
ejpam-6869	58	19	and	and	CCONJ
ejpam-6869	58	20	wall	wall	PROPN
ejpam-6869	58	21	geometry	geometry	NOUN
ejpam-6869	58	22	on	on	ADP
ejpam-6869	58	23	natural	natural	ADJ
ejpam-6869	58	24	convection	convection	NOUN
ejpam-6869	58	25	,	,	PUNCT
ejpam-6869	58	26	offering	offer	VERB
ejpam-6869	58	27	new	new	ADJ
ejpam-6869	58	28	guidelines	guideline	NOUN
ejpam-6869	58	29	for	for	ADP
ejpam-6869	58	30	designing	design	VERB
ejpam-6869	58	31	efficient	efficient	ADJ
ejpam-6869	58	32	thermal	thermal	ADJ
ejpam-6869	58	33	management	management	NOUN
ejpam-6869	58	34	systems	system	NOUN
ejpam-6869	58	35	.	.	PUNCT
ejpam-6869	59	1	physical	physical	ADJ
ejpam-6869	59	2	modelling	modelling	NOUN
ejpam-6869	59	3	in	in	ADP
ejpam-6869	59	4	the	the	DET
ejpam-6869	59	5	current	current	ADJ
ejpam-6869	59	6	study	study	NOUN
ejpam-6869	59	7	,	,	PUNCT
ejpam-6869	59	8	we	we	PRON
ejpam-6869	59	9	used	use	VERB
ejpam-6869	59	10	nanofluidic	nanofluidic	ADJ
ejpam-6869	59	11	flow	flow	NOUN
ejpam-6869	59	12	to	to	PART
ejpam-6869	59	13	analyze	analyze	VERB
ejpam-6869	59	14	time	time	NOUN
ejpam-6869	59	15	-	-	PUNCT
ejpam-6869	59	16	independent	independent	ADJ
ejpam-6869	59	17	,	,	PUNCT
ejpam-6869	59	18	incompressible	incompressible	ADJ
ejpam-6869	59	19	,	,	PUNCT
ejpam-6869	59	20	laminar	laminar	ADJ
ejpam-6869	59	21	,	,	PUNCT
ejpam-6869	59	22	and	and	CCONJ
ejpam-6869	59	23	two	two	NUM
ejpam-6869	59	24	-	-	PUNCT
ejpam-6869	59	25	dimensional	dimensional	ADJ
ejpam-6869	59	26	flow	flow	NOUN
ejpam-6869	59	27	.	.	PUNCT
ejpam-6869	60	1	the	the	DET
ejpam-6869	60	2	hydromagnetic	hydromagnetic	ADJ
ejpam-6869	60	3	and	and	CCONJ
ejpam-6869	60	4	opposing	oppose	VERB
ejpam-6869	60	5	gravitational	gravitational	ADJ
ejpam-6869	60	6	forces	force	NOUN
ejpam-6869	60	7	were	be	AUX
ejpam-6869	60	8	used	use	VERB
ejpam-6869	60	9	to	to	PART
ejpam-6869	60	10	build	build	VERB
ejpam-6869	60	11	a	a	DET
ejpam-6869	60	12	nano	nano	NOUN
ejpam-6869	60	13	-	-	PUNCT
ejpam-6869	60	14	fluidic	fluidic	ADJ
ejpam-6869	60	15	model	model	NOUN
ejpam-6869	60	16	,	,	PUNCT
ejpam-6869	60	17	where	where	SCONJ
ejpam-6869	60	18	the	the	DET
ejpam-6869	60	19	equation	equation	NOUN
ejpam-6869	60	20	space	space	NOUN
ejpam-6869	60	21	is	be	AUX
ejpam-6869	60	22	a	a	DET
ejpam-6869	60	23	square	square	NOUN
ejpam-6869	60	24	of	of	ADP
ejpam-6869	60	25	length	length	NOUN
ejpam-6869	60	26	l	l	NOUN
ejpam-6869	60	27	and	and	CCONJ
ejpam-6869	60	28	filled	fill	VERB
ejpam-6869	60	29	with	with	ADP
ejpam-6869	60	30	a	a	DET
ejpam-6869	60	31	cu	cu	NOUN
ejpam-6869	60	32	−	−	PROPN
ejpam-6869	60	33	al2o3	al2o3	PROPN
ejpam-6869	60	34	/water	/water	PUNCT
ejpam-6869	60	35	eg	eg	PROPN
ejpam-6869	60	36	two	two	NUM
ejpam-6869	60	37	-	-	PUNCT
ejpam-6869	60	38	component	component	NOUN
ejpam-6869	60	39	hybrid	hybrid	ADJ
ejpam-6869	60	40	nanofluid	nanofluid	NOUN
ejpam-6869	60	41	.	.	PUNCT
ejpam-6869	61	1	the	the	DET
ejpam-6869	61	2	y	y	NOUN
ejpam-6869	61	3	-	-	PUNCT
ejpam-6869	61	4	axis	axis	NOUN
ejpam-6869	61	5	is	be	AUX
ejpam-6869	61	6	normally	normally	ADV
ejpam-6869	61	7	next	next	ADJ
ejpam-6869	61	8	to	to	ADP
ejpam-6869	61	9	the	the	DET
ejpam-6869	61	10	left	left	ADJ
ejpam-6869	61	11	wall	wall	NOUN
ejpam-6869	61	12	,	,	PUNCT
ejpam-6869	61	13	and	and	CCONJ
ejpam-6869	61	14	the	the	DET
ejpam-6869	61	15	x	x	ADJ
ejpam-6869	61	16	-	-	ADJ
ejpam-6869	61	17	axis	axis	ADJ
ejpam-6869	61	18	measures	measure	NOUN
ejpam-6869	61	19	along	along	ADP
ejpam-6869	61	20	the	the	DET
ejpam-6869	61	21	bottom	bottom	ADJ
ejpam-6869	61	22	surface	surface	NOUN
ejpam-6869	61	23	in	in	ADP
ejpam-6869	61	24	dimensional	dimensional	ADJ
ejpam-6869	61	25	coordinates	coordinate	NOUN
ejpam-6869	61	26	.	.	PUNCT
ejpam-6869	62	1	the	the	DET
ejpam-6869	62	2	equations	equation	NOUN
ejpam-6869	62	3	for	for	ADP
ejpam-6869	62	4	wavy	wavy	ADJ
ejpam-6869	62	5	walls	wall	NOUN
ejpam-6869	62	6	are	be	AUX
ejpam-6869	62	7	:	:	PUNCT
ejpam-6869	62	8	xleft	xleft	PROPN
ejpam-6869	62	9	=	=	PROPN
ejpam-6869	62	10	0.05	0.05	NUM
ejpam-6869	62	11	cos	cos	PROPN
ejpam-6869	62	12	(	(	PUNCT
ejpam-6869	62	13	nπy	nπy	PROPN
ejpam-6869	62	14	l	l	PROPN
ejpam-6869	62	15	)	)	PUNCT
ejpam-6869	62	16	,	,	PUNCT
ejpam-6869	62	17	xright	xright	PROPN
ejpam-6869	63	1	=	=	NOUN
ejpam-6869	63	2	0.05	0.05	NUM
ejpam-6869	63	3	cos	cos	PROPN
ejpam-6869	63	4	(	(	PUNCT
ejpam-6869	63	5	nπy	nπy	PROPN
ejpam-6869	63	6	l	l	PROPN
ejpam-6869	63	7	)	)	PUNCT
ejpam-6869	64	1	+	+	CCONJ
ejpam-6869	64	2	l	l	NOUN
ejpam-6869	64	3	,	,	PUNCT
ejpam-6869	64	4	;	;	PUNCT
ejpam-6869	64	5	n	n	NOUN
ejpam-6869	64	6	=	=	SYM
ejpam-6869	64	7	4	4	NUM
ejpam-6869	64	8	(	(	PUNCT
ejpam-6869	64	9	1	1	NUM
ejpam-6869	64	10	)	)	PUNCT
ejpam-6869	64	11	regarding	regard	VERB
ejpam-6869	64	12	the	the	DET
ejpam-6869	64	13	coordinate	coordinate	NOUN
ejpam-6869	64	14	system	system	NOUN
ejpam-6869	64	15	,	,	PUNCT
ejpam-6869	64	16	a	a	DET
ejpam-6869	64	17	magnetic	magnetic	ADJ
ejpam-6869	64	18	field	field	NOUN
ejpam-6869	64	19	with	with	ADP
ejpam-6869	64	20	a	a	DET
ejpam-6869	64	21	strength	strength	NOUN
ejpam-6869	64	22	of	of	ADP
ejpam-6869	64	23	b0	b0	NOUN
ejpam-6869	64	24	is	be	AUX
ejpam-6869	64	25	applied	apply	VERB
ejpam-6869	64	26	.	.	PUNCT
ejpam-6869	65	1	the	the	DET
ejpam-6869	65	2	upper	upper	ADJ
ejpam-6869	65	3	and	and	CCONJ
ejpam-6869	65	4	underside	underside	ADJ
ejpam-6869	65	5	walls	wall	NOUN
ejpam-6869	65	6	are	be	AUX
ejpam-6869	65	7	insulated	insulate	VERB
ejpam-6869	65	8	,	,	PUNCT
ejpam-6869	65	9	and	and	CCONJ
ejpam-6869	65	10	the	the	DET
ejpam-6869	65	11	right	right	NOUN
ejpam-6869	65	12	and	and	CCONJ
ejpam-6869	65	13	left	leave	VERB
ejpam-6869	65	14	side	side	NOUN
ejpam-6869	65	15	walls	wall	NOUN
ejpam-6869	65	16	are	be	AUX
ejpam-6869	65	17	used	use	VERB
ejpam-6869	65	18	to	to	ADP
ejpam-6869	65	19	k.	k.	PROPN
ejpam-6869	65	20	al	al	PROPN
ejpam-6869	65	21	kalbani	kalbani	PROPN
ejpam-6869	66	1	et	et	PROPN
ejpam-6869	66	2	al	al	PROPN
ejpam-6869	66	3	.	.	PUNCT
ejpam-6869	66	4	/	/	SYM
ejpam-6869	66	5	eur	eur	PROPN
ejpam-6869	66	6	.	.	PUNCT
ejpam-6869	67	1	j.	j.	PROPN
ejpam-6869	67	2	pure	pure	PROPN
ejpam-6869	67	3	appl	appl	PROPN
ejpam-6869	67	4	.	.	PROPN
ejpam-6869	67	5	math	math	PROPN
ejpam-6869	67	6	,	,	PUNCT
ejpam-6869	67	7	18	18	NUM
ejpam-6869	67	8	(	(	PUNCT
ejpam-6869	67	9	4	4	NUM
ejpam-6869	67	10	)	)	PUNCT
ejpam-6869	67	11	(	(	PUNCT
ejpam-6869	67	12	2025	2025	NUM
ejpam-6869	67	13	)	)	PUNCT
ejpam-6869	67	14	,	,	PUNCT
ejpam-6869	67	15	6869	6869	NUM
ejpam-6869	67	16	4	4	NUM
ejpam-6869	67	17	of	of	ADP
ejpam-6869	67	18	20	20	NUM
ejpam-6869	67	19	isothermally	isothermally	ADV
ejpam-6869	67	20	cool	cool	ADJ
ejpam-6869	67	21	and	and	CCONJ
ejpam-6869	67	22	heat	heat	NOUN
ejpam-6869	67	23	nanofluids	nanofluid	NOUN
ejpam-6869	67	24	at	at	ADP
ejpam-6869	67	25	uniform	uniform	ADJ
ejpam-6869	67	26	temperatures	temperature	NOUN
ejpam-6869	67	27	of	of	ADP
ejpam-6869	67	28	tc	tc	NOUN
ejpam-6869	67	29	and	and	CCONJ
ejpam-6869	67	30	th	th	X
ejpam-6869	67	31	correspondingly	correspondingly	ADV
ejpam-6869	67	32	.	.	PUNCT
ejpam-6869	68	1	it	it	PRON
ejpam-6869	68	2	is	be	AUX
ejpam-6869	68	3	always	always	ADV
ejpam-6869	68	4	maintained	maintain	VERB
ejpam-6869	68	5	that	that	SCONJ
ejpam-6869	68	6	,	,	PUNCT
ejpam-6869	68	7	th	th	X
ejpam-6869	68	8	>	>	X
ejpam-6869	68	9	tc	tc	NOUN
ejpam-6869	68	10	.	.	PUNCT
ejpam-6869	69	1	the	the	DET
ejpam-6869	69	2	cu	cu	PROPN
ejpam-6869	69	3	−	−	PROPN
ejpam-6869	69	4	al2o3	al2o3	PROPN
ejpam-6869	69	5	hybrid	hybrid	ADJ
ejpam-6869	69	6	nanoparticles	nanoparticle	NOUN
ejpam-6869	69	7	and	and	CCONJ
ejpam-6869	69	8	a	a	DET
ejpam-6869	69	9	water	water	NOUN
ejpam-6869	69	10	-	-	PUNCT
ejpam-6869	69	11	ethylene	ethylene	NOUN
ejpam-6869	69	12	glycol	glycol	NOUN
ejpam-6869	69	13	mixture	mixture	NOUN
ejpam-6869	69	14	were	be	AUX
ejpam-6869	69	15	used	use	VERB
ejpam-6869	69	16	as	as	ADP
ejpam-6869	69	17	the	the	DET
ejpam-6869	69	18	base	base	NOUN
ejpam-6869	69	19	fluid	fluid	NOUN
ejpam-6869	69	20	in	in	ADP
ejpam-6869	69	21	the	the	DET
ejpam-6869	69	22	current	current	ADJ
ejpam-6869	69	23	study	study	NOUN
ejpam-6869	69	24	.	.	PUNCT
ejpam-6869	70	1	fig	fig	NOUN
ejpam-6869	70	2	.	.	PUNCT
ejpam-6869	71	1	1	1	NUM
ejpam-6869	71	2	illustrates	illustrate	VERB
ejpam-6869	71	3	the	the	DET
ejpam-6869	71	4	geometry	geometry	NOUN
ejpam-6869	71	5	and	and	CCONJ
ejpam-6869	71	6	coordinate	coordinate	NOUN
ejpam-6869	71	7	system	system	NOUN
ejpam-6869	71	8	schematically	schematically	NOUN
ejpam-6869	71	9	.	.	PUNCT
ejpam-6869	72	1	fig	fig	NOUN
ejpam-6869	72	2	.	.	PUNCT
ejpam-6869	73	1	1	1	X
ejpam-6869	73	2	.	.	X
ejpam-6869	73	3	physical	physical	ADJ
ejpam-6869	73	4	model	model	NOUN
ejpam-6869	73	5	’s	’s	PART
ejpam-6869	73	6	schematic	schematic	ADJ
ejpam-6869	73	7	view	view	NOUN
ejpam-6869	73	8	.	.	PUNCT
ejpam-6869	74	1	it	it	PRON
ejpam-6869	74	2	is	be	AUX
ejpam-6869	74	3	also	also	ADV
ejpam-6869	74	4	expected	expect	VERB
ejpam-6869	74	5	that	that	SCONJ
ejpam-6869	74	6	the	the	DET
ejpam-6869	74	7	reference	reference	NOUN
ejpam-6869	74	8	solution	solution	NOUN
ejpam-6869	74	9	and	and	CCONJ
ejpam-6869	74	10	the	the	DET
ejpam-6869	74	11	nanomaterials	nanomaterial	NOUN
ejpam-6869	74	12	are	be	AUX
ejpam-6869	74	13	in	in	ADP
ejpam-6869	74	14	thermodynamic	thermodynamic	ADJ
ejpam-6869	74	15	equilibrium	equilibrium	NOUN
ejpam-6869	74	16	and	and	CCONJ
ejpam-6869	74	17	that	that	SCONJ
ejpam-6869	74	18	there	there	PRON
ejpam-6869	74	19	is	be	VERB
ejpam-6869	74	20	no	no	DET
ejpam-6869	74	21	slippage	slippage	NOUN
ejpam-6869	74	22	between	between	ADP
ejpam-6869	74	23	the	the	DET
ejpam-6869	74	24	two	two	NUM
ejpam-6869	74	25	media	medium	NOUN
ejpam-6869	74	26	.	.	PUNCT
ejpam-6869	75	1	table	table	NOUN
ejpam-6869	75	2	1	1	NUM
ejpam-6869	75	3	.	.	PUNCT
ejpam-6869	75	4	thermo	thermo	NOUN
ejpam-6869	75	5	-	-	PUNCT
ejpam-6869	75	6	physical	physical	ADJ
ejpam-6869	75	7	characteristics	characteristic	NOUN
ejpam-6869	75	8	of	of	ADP
ejpam-6869	75	9	solid	solid	ADJ
ejpam-6869	75	10	nanoparticles	nanoparticle	NOUN
ejpam-6869	75	11	(	(	PUNCT
ejpam-6869	75	12	oztop	oztop	NOUN
ejpam-6869	75	13	and	and	CCONJ
ejpam-6869	75	14	abu	abu	PROPN
ejpam-6869	75	15	-	-	PUNCT
ejpam-6869	75	16	nada	nada	PROPN
ejpam-6869	76	1	[	[	X
ejpam-6869	76	2	30	30	NUM
ejpam-6869	76	3	]	]	PUNCT
ejpam-6869	76	4	)	)	PUNCT
ejpam-6869	76	5	and	and	CCONJ
ejpam-6869	76	6	the	the	DET
ejpam-6869	76	7	base	base	NOUN
ejpam-6869	76	8	fluid	fluid	NOUN
ejpam-6869	76	9	(	(	PUNCT
ejpam-6869	76	10	pure	pure	ADJ
ejpam-6869	76	11	water	water	NOUN
ejpam-6869	76	12	,	,	PUNCT
ejpam-6869	76	13	pure	pure	ADJ
ejpam-6869	76	14	eg	eg	NOUN
ejpam-6869	76	15	,	,	PUNCT
ejpam-6869	76	16	and	and	CCONJ
ejpam-6869	76	17	mixtures	mixture	NOUN
ejpam-6869	76	18	of	of	ADP
ejpam-6869	76	19	water	water	NOUN
ejpam-6869	76	20	–	–	PUNCT
ejpam-6869	76	21	eg	eg	NOUN
ejpam-6869	76	22	)	)	PUNCT
ejpam-6869	76	23	as	as	SCONJ
ejpam-6869	76	24	reported	report	VERB
ejpam-6869	76	25	in	in	ADP
ejpam-6869	76	26	[	[	X
ejpam-6869	76	27	30	30	NUM
ejpam-6869	76	28	]	]	PUNCT
ejpam-6869	76	29	,	,	PUNCT
ejpam-6869	76	30	(	(	PUNCT
ejpam-6869	76	31	peyghambarzadeh	peyghambarzadeh	NOUN
ejpam-6869	76	32	et	et	PROPN
ejpam-6869	76	33	al	al	PROPN
ejpam-6869	76	34	.	.	PUNCT
ejpam-6869	77	1	[	[	X
ejpam-6869	77	2	31	31	NUM
ejpam-6869	77	3	]	]	PUNCT
ejpam-6869	77	4	)	)	PUNCT
ejpam-6869	77	5	,	,	PUNCT
ejpam-6869	77	6	and	and	CCONJ
ejpam-6869	77	7	(	(	PUNCT
ejpam-6869	77	8	bargal	bargal	PROPN
ejpam-6869	77	9	et	et	PROPN
ejpam-6869	77	10	al	al	PROPN
ejpam-6869	77	11	.	.	PUNCT
ejpam-6869	78	1	[	[	X
ejpam-6869	78	2	32	32	NUM
ejpam-6869	78	3	]	]	PUNCT
ejpam-6869	78	4	)	)	PUNCT
ejpam-6869	78	5	.	.	PUNCT
ejpam-6869	79	1	items	item	NOUN
ejpam-6869	79	2	cp	cp	NUM
ejpam-6869	79	3	ρ	ρ	PROPN
ejpam-6869	79	4	k	k	PROPN
ejpam-6869	79	5	µ	µ	PROPN
ejpam-6869	79	6	α	α	NOUN
ejpam-6869	79	7	β	β	NOUN
ejpam-6869	79	8	prandtl	prandtl	NOUN
ejpam-6869	79	9	number	number	NOUN
ejpam-6869	79	10	unit	unit	NOUN
ejpam-6869	79	11	j/(kg	j/(kg	PROPN
ejpam-6869	79	12	k	k	PROPN
ejpam-6869	79	13	)	)	PUNCT
ejpam-6869	79	14	kg	kg	PROPN
ejpam-6869	79	15	/	/	SYM
ejpam-6869	79	16	m3	m3	PROPN
ejpam-6869	79	17	w/(mk	w/(mk	NOUN
ejpam-6869	79	18	)	)	PUNCT
ejpam-6869	79	19	n	n	PRON
ejpam-6869	79	20	s	s	PROPN
ejpam-6869	79	21	/	/	SYM
ejpam-6869	79	22	m2	m2	PROPN
ejpam-6869	79	23	m2	m2	PROPN
ejpam-6869	79	24	/	/	SYM
ejpam-6869	79	25	s	s	PART
ejpam-6869	79	26	1	1	NUM
ejpam-6869	79	27	/	/	SYM
ejpam-6869	79	28	k	k	ADJ
ejpam-6869	79	29	–	–	PUNCT
ejpam-6869	79	30	pure	pure	ADJ
ejpam-6869	79	31	water	water	NOUN
ejpam-6869	79	32	4174	4174	NUM
ejpam-6869	79	33	992	992	NUM
ejpam-6869	79	34	0.633	0.633	NUM
ejpam-6869	79	35	6.5×	6.5×	NUM
ejpam-6869	79	36	10−4	10−4	NUM
ejpam-6869	79	37	1.5×	1.5×	NUM
ejpam-6869	79	38	10−7	10−7	NUM
ejpam-6869	79	39	2.1×	2.1×	NUM
ejpam-6869	79	40	10−4	10−4	NUM
ejpam-6869	79	41	4.286	4.286	NUM
ejpam-6869	79	42	pure	pure	ADJ
ejpam-6869	79	43	eg	eg	NOUN
ejpam-6869	79	44	2382	2382	NUM
ejpam-6869	79	45	1101	1101	NUM
ejpam-6869	79	46	0.256	0.256	NUM
ejpam-6869	79	47	9.5×	9.5×	NUM
ejpam-6869	79	48	10−3	10−3	NUM
ejpam-6869	79	49	9.8×	9.8×	NUM
ejpam-6869	79	50	10−8	10−8	NUM
ejpam-6869	79	51	5.7×	5.7×	NUM
ejpam-6869	79	52	10−4	10−4	PROPN
ejpam-6869	79	53	88.395	88.395	NUM
ejpam-6869	79	54	water	water	NOUN
ejpam-6869	79	55	–	–	PUNCT
ejpam-6869	79	56	eg	eg	NOUN
ejpam-6869	79	57	(	(	PUNCT
ejpam-6869	79	58	95%–5	95%–5	NUM
ejpam-6869	79	59	%	%	NOUN
ejpam-6869	79	60	)	)	PUNCT
ejpam-6869	79	61	4157	4157	NUM
ejpam-6869	80	1	995	995	NUM
ejpam-6869	80	2	0.615	0.615	NUM
ejpam-6869	80	3	1.01×	1.01×	NUM
ejpam-6869	80	4	10−3	10−3	NUM
ejpam-6869	80	5	1.49×	1.49×	NUM
ejpam-6869	80	6	10−7	10−7	NUM
ejpam-6869	80	7	3.8×	3.8×	NUM
ejpam-6869	80	8	10−4	10−4	NUM
ejpam-6869	80	9	6.827	6.827	NUM
ejpam-6869	80	10	water	water	NOUN
ejpam-6869	80	11	–	–	PUNCT
ejpam-6869	80	12	eg	eg	NOUN
ejpam-6869	80	13	(	(	PUNCT
ejpam-6869	80	14	90%–10	90%–10	NUM
ejpam-6869	80	15	%	%	NOUN
ejpam-6869	80	16	)	)	PUNCT
ejpam-6869	80	17	4090	4090	NUM
ejpam-6869	80	18	1002	1002	NUM
ejpam-6869	80	19	0.600	0.600	NUM
ejpam-6869	80	20	1.65×	1.65×	NUM
ejpam-6869	80	21	10−3	10−3	NUM
ejpam-6869	80	22	1.46×	1.46×	NUM
ejpam-6869	80	23	10−7	10−7	NUM
ejpam-6869	80	24	3.95×	3.95×	NUM
ejpam-6869	80	25	10−4	10−4	NUM
ejpam-6869	80	26	11.248	11.248	NUM
ejpam-6869	80	27	water	water	NOUN
ejpam-6869	80	28	–	–	PUNCT
ejpam-6869	80	29	eg	eg	NOUN
ejpam-6869	80	30	(	(	PUNCT
ejpam-6869	80	31	80%–20	80%–20	NOUN
ejpam-6869	80	32	%	%	NOUN
ejpam-6869	80	33	)	)	PUNCT
ejpam-6869	80	34	4020	4020	NUM
ejpam-6869	80	35	1008	1008	NUM
ejpam-6869	80	36	0.580	0.580	NUM
ejpam-6869	80	37	1.9×	1.9×	NUM
ejpam-6869	80	38	10−3	10−3	NUM
ejpam-6869	80	39	1.43×	1.43×	NUM
ejpam-6869	80	40	10−7	10−7	NUM
ejpam-6869	80	41	4.2×	4.2×	NUM
ejpam-6869	80	42	10−4	10−4	NUM
ejpam-6869	80	43	13.169	13.169	NUM
ejpam-6869	80	44	water	water	NOUN
ejpam-6869	80	45	–	–	PUNCT
ejpam-6869	80	46	eg	eg	NOUN
ejpam-6869	80	47	(	(	PUNCT
ejpam-6869	80	48	60%–40	60%–40	NUM
ejpam-6869	80	49	%	%	NOUN
ejpam-6869	80	50	)	)	PUNCT
ejpam-6869	80	51	3500	3500	NUM
ejpam-6869	80	52	1050	1050	NUM
ejpam-6869	80	53	0.380	0.380	NUM
ejpam-6869	80	54	3×	3×	NUM
ejpam-6869	80	55	10−3	10−3	NUM
ejpam-6869	80	56	1.03×	1.03×	NUM
ejpam-6869	80	57	10−7	10−7	NUM
ejpam-6869	80	58	1.25×	1.25×	NUM
ejpam-6869	80	59	10−3	10−3	NUM
ejpam-6869	80	60	27.632	27.632	NUM
ejpam-6869	80	61	water	water	NOUN
ejpam-6869	80	62	–	–	PUNCT
ejpam-6869	80	63	eg	eg	NOUN
ejpam-6869	80	64	(	(	PUNCT
ejpam-6869	80	65	50%–50	50%–50	NUM
ejpam-6869	80	66	%	%	NOUN
ejpam-6869	80	67	)	)	PUNCT
ejpam-6869	80	68	3340	3340	NUM
ejpam-6869	80	69	1062	1062	NUM
ejpam-6869	80	70	0.360	0.360	NUM
ejpam-6869	80	71	3.9×	3.9×	NUM
ejpam-6869	80	72	10−3	10−3	NUM
ejpam-6869	80	73	1.015×	1.015×	PROPN
ejpam-6869	80	74	10−7	10−7	NUM
ejpam-6869	80	75	1.32×	1.32×	NUM
ejpam-6869	80	76	10−3	10−3	NUM
ejpam-6869	80	77	36.183	36.183	NUM
ejpam-6869	80	78	cu	cu	NOUN
ejpam-6869	80	79	385	385	NUM
ejpam-6869	80	80	8933	8933	NUM
ejpam-6869	80	81	401	401	NUM
ejpam-6869	80	82	–	–	PUNCT
ejpam-6869	80	83	1.17×	1.17×	NUM
ejpam-6869	80	84	10−4	10−4	NUM
ejpam-6869	80	85	1.67×	1.67×	NUM
ejpam-6869	80	86	10−5	10−5	NUM
ejpam-6869	80	87	–	–	PUNCT
ejpam-6869	80	88	al2o3	al2o3	PROPN
ejpam-6869	80	89	765	765	NUM
ejpam-6869	80	90	3970	3970	NUM
ejpam-6869	80	91	40	40	NUM
ejpam-6869	80	92	–	–	PUNCT
ejpam-6869	80	93	1.32×	1.32×	NUM
ejpam-6869	80	94	10−5	10−5	NUM
ejpam-6869	80	95	0.85×	0.85×	NUM
ejpam-6869	80	96	10−5	10−5	NUM
ejpam-6869	80	97	–	–	PUNCT
ejpam-6869	80	98	despite	despite	SCONJ
ejpam-6869	80	99	the	the	DET
ejpam-6869	80	100	density	density	NOUN
ejpam-6869	80	101	change	change	NOUN
ejpam-6869	80	102	in	in	ADP
ejpam-6869	80	103	the	the	DET
ejpam-6869	80	104	body	body	NOUN
ejpam-6869	80	105	force	force	NOUN
ejpam-6869	80	106	element	element	NOUN
ejpam-6869	80	107	of	of	ADP
ejpam-6869	80	108	the	the	DET
ejpam-6869	80	109	momentum	momentum	NOUN
ejpam-6869	80	110	equation	equation	NOUN
ejpam-6869	80	111	estimated	estimate	VERB
ejpam-6869	80	112	using	use	VERB
ejpam-6869	80	113	the	the	DET
ejpam-6869	80	114	boussinesq	boussinesq	ADJ
ejpam-6869	80	115	assumption	assumption	NOUN
ejpam-6869	80	116	,	,	PUNCT
ejpam-6869	80	117	the	the	DET
ejpam-6869	80	118	physical	physical	ADJ
ejpam-6869	80	119	properties	property	NOUN
ejpam-6869	80	120	of	of	ADP
ejpam-6869	80	121	the	the	DET
ejpam-6869	80	122	nanofluids	nanofluid	NOUN
ejpam-6869	80	123	were	be	AUX
ejpam-6869	80	124	assumed	assume	VERB
ejpam-6869	80	125	to	to	PART
ejpam-6869	80	126	be	be	AUX
ejpam-6869	80	127	static	static	ADJ
ejpam-6869	80	128	.	.	PUNCT
ejpam-6869	81	1	the	the	DET
ejpam-6869	81	2	acceleration	acceleration	NOUN
ejpam-6869	81	3	due	due	ADP
ejpam-6869	81	4	to	to	ADP
ejpam-6869	81	5	gravity	gravity	NOUN
ejpam-6869	81	6	has	have	VERB
ejpam-6869	81	7	a	a	DET
ejpam-6869	81	8	negative	negative	ADJ
ejpam-6869	81	9	y	y	NOUN
ejpam-6869	81	10	-	-	NOUN
ejpam-6869	81	11	direction	direction	NOUN
ejpam-6869	81	12	.	.	PUNCT
ejpam-6869	82	1	since	since	SCONJ
ejpam-6869	82	2	all	all	DET
ejpam-6869	82	3	fixed	fix	VERB
ejpam-6869	82	4	boundaries	boundary	NOUN
ejpam-6869	82	5	are	be	AUX
ejpam-6869	82	6	assumed	assume	VERB
ejpam-6869	82	7	to	to	PART
ejpam-6869	82	8	be	be	AUX
ejpam-6869	82	9	rigid	rigid	ADJ
ejpam-6869	82	10	,	,	PUNCT
ejpam-6869	82	11	the	the	DET
ejpam-6869	82	12	walls	wall	NOUN
ejpam-6869	82	13	do	do	AUX
ejpam-6869	82	14	not	not	PART
ejpam-6869	82	15	move	move	VERB
ejpam-6869	82	16	.	.	PUNCT
ejpam-6869	83	1	table	table	NOUN
ejpam-6869	83	2	1	1	NUM
ejpam-6869	83	3	is	be	AUX
ejpam-6869	83	4	a	a	DET
ejpam-6869	83	5	listing	listing	NOUN
ejpam-6869	83	6	of	of	ADP
ejpam-6869	83	7	the	the	DET
ejpam-6869	83	8	thermophysical	thermophysical	ADJ
ejpam-6869	83	9	properties	property	NOUN
ejpam-6869	83	10	of	of	ADP
ejpam-6869	83	11	nanofluids	nanofluid	NOUN
ejpam-6869	83	12	.	.	PUNCT
ejpam-6869	84	1	k.	k.	PROPN
ejpam-6869	84	2	al	al	PROPN
ejpam-6869	84	3	kalbani	kalbani	PROPN
ejpam-6869	84	4	et	et	PROPN
ejpam-6869	84	5	al	al	PROPN
ejpam-6869	84	6	.	.	PUNCT
ejpam-6869	84	7	/	/	SYM
ejpam-6869	84	8	eur	eur	PROPN
ejpam-6869	84	9	.	.	PUNCT
ejpam-6869	85	1	j.	j.	PROPN
ejpam-6869	85	2	pure	pure	PROPN
ejpam-6869	85	3	appl	appl	PROPN
ejpam-6869	85	4	.	.	PROPN
ejpam-6869	85	5	math	math	PROPN
ejpam-6869	85	6	,	,	PUNCT
ejpam-6869	85	7	18	18	NUM
ejpam-6869	85	8	(	(	PUNCT
ejpam-6869	85	9	4	4	NUM
ejpam-6869	85	10	)	)	PUNCT
ejpam-6869	85	11	(	(	PUNCT
ejpam-6869	85	12	2025	2025	NUM
ejpam-6869	85	13	)	)	PUNCT
ejpam-6869	85	14	,	,	PUNCT
ejpam-6869	85	15	6869	6869	NUM
ejpam-6869	85	16	5	5	NUM
ejpam-6869	85	17	of	of	ADP
ejpam-6869	85	18	20	20	NUM
ejpam-6869	85	19	mathematical	mathematical	ADJ
ejpam-6869	85	20	modelling	modelling	NOUN
ejpam-6869	85	21	assuming	assume	VERB
ejpam-6869	85	22	that	that	SCONJ
ejpam-6869	85	23	the	the	DET
ejpam-6869	85	24	flow	flow	NOUN
ejpam-6869	85	25	is	be	AUX
ejpam-6869	85	26	continuous	continuous	ADJ
ejpam-6869	85	27	and	and	CCONJ
ejpam-6869	85	28	laminar	laminar	ADJ
ejpam-6869	85	29	and	and	CCONJ
ejpam-6869	85	30	that	that	SCONJ
ejpam-6869	85	31	the	the	DET
ejpam-6869	85	32	nanofluid	nanofluid	NOUN
ejpam-6869	85	33	is	be	AUX
ejpam-6869	85	34	newtonian	newtonian	ADJ
ejpam-6869	85	35	,	,	PUNCT
ejpam-6869	85	36	a	a	DET
ejpam-6869	85	37	set	set	NOUN
ejpam-6869	85	38	of	of	ADP
ejpam-6869	85	39	basic	basic	ADJ
ejpam-6869	85	40	equations	equation	NOUN
ejpam-6869	85	41	for	for	ADP
ejpam-6869	85	42	nanofluids	nanofluid	NOUN
ejpam-6869	85	43	has	have	AUX
ejpam-6869	85	44	been	be	AUX
ejpam-6869	85	45	modified	modify	VERB
ejpam-6869	85	46	.	.	PUNCT
ejpam-6869	86	1	the	the	DET
ejpam-6869	86	2	incompressible	incompressible	ADJ
ejpam-6869	86	3	navier	navier	NOUN
ejpam-6869	86	4	-	-	PUNCT
ejpam-6869	86	5	stokes	stoke	NOUN
ejpam-6869	86	6	equations	equation	NOUN
ejpam-6869	86	7	are	be	AUX
ejpam-6869	86	8	used	use	VERB
ejpam-6869	86	9	to	to	PART
ejpam-6869	86	10	model	model	VERB
ejpam-6869	86	11	two	two	NUM
ejpam-6869	86	12	-	-	PUNCT
ejpam-6869	86	13	dimensional	dimensional	ADJ
ejpam-6869	86	14	flow	flow	NOUN
ejpam-6869	86	15	.	.	PUNCT
ejpam-6869	87	1	the	the	DET
ejpam-6869	87	2	variation	variation	NOUN
ejpam-6869	87	3	in	in	ADP
ejpam-6869	87	4	density	density	NOUN
ejpam-6869	87	5	is	be	AUX
ejpam-6869	87	6	analyzed	analyze	VERB
ejpam-6869	87	7	using	use	VERB
ejpam-6869	87	8	the	the	DET
ejpam-6869	87	9	boussinesq	boussinesq	ADJ
ejpam-6869	87	10	approximation	approximation	NOUN
ejpam-6869	87	11	.	.	PUNCT
ejpam-6869	88	1	conservation	conservation	NOUN
ejpam-6869	88	2	of	of	ADP
ejpam-6869	88	3	mass	mass	PROPN
ejpam-6869	88	4	,	,	PUNCT
ejpam-6869	88	5	momentum	momentum	NOUN
ejpam-6869	88	6	,	,	PUNCT
ejpam-6869	88	7	and	and	CCONJ
ejpam-6869	88	8	energy	energy	NOUN
ejpam-6869	88	9	is	be	AUX
ejpam-6869	88	10	addressed	address	VERB
ejpam-6869	88	11	through	through	ADP
ejpam-6869	88	12	the	the	DET
ejpam-6869	88	13	relevant	relevant	ADJ
ejpam-6869	88	14	mathematical	mathematical	ADJ
ejpam-6869	88	15	equations	equation	NOUN
ejpam-6869	88	16	.	.	PUNCT
ejpam-6869	89	1	given	give	VERB
ejpam-6869	89	2	the	the	DET
ejpam-6869	89	3	above	above	ADJ
ejpam-6869	89	4	premises	premise	NOUN
ejpam-6869	89	5	,	,	PUNCT
ejpam-6869	89	6	the	the	DET
ejpam-6869	89	7	governing	govern	VERB
ejpam-6869	89	8	equations	equation	NOUN
ejpam-6869	89	9	[	[	X
ejpam-6869	89	10	33]for	33]for	PROPN
ejpam-6869	89	11	this	this	DET
ejpam-6869	89	12	model	model	NOUN
ejpam-6869	89	13	are	be	AUX
ejpam-6869	89	14	presented	present	VERB
ejpam-6869	89	15	as	as	SCONJ
ejpam-6869	89	16	follows	follow	VERB
ejpam-6869	89	17	:	:	PUNCT
ejpam-6869	90	1	∂u	∂u	PROPN
ejpam-6869	90	2	∂x	∂x	PROPN
ejpam-6869	90	3	+	+	CCONJ
ejpam-6869	90	4	∂v	∂v	PROPN
ejpam-6869	90	5	∂y	∂y	SYM
ejpam-6869	90	6	=	=	SYM
ejpam-6869	90	7	0	0	PROPN
ejpam-6869	90	8	(	(	PUNCT
ejpam-6869	90	9	2	2	NUM
ejpam-6869	90	10	)	)	PUNCT
ejpam-6869	90	11	u	u	NOUN
ejpam-6869	90	12	∂u	∂u	PROPN
ejpam-6869	90	13	∂x	∂x	PROPN
ejpam-6869	90	14	+	+	CCONJ
ejpam-6869	90	15	v	v	NUM
ejpam-6869	90	16	∂u	∂u	PROPN
ejpam-6869	90	17	∂y	∂y	X
ejpam-6869	90	18	=	=	SYM
ejpam-6869	90	19	−	−	PROPN
ejpam-6869	90	20	1	1	NUM
ejpam-6869	90	21	ρhnf	ρhnf	NOUN
ejpam-6869	90	22	∂p	∂p	PROPN
ejpam-6869	90	23	∂x	∂x	PROPN
ejpam-6869	90	24	+	+	CCONJ
ejpam-6869	90	25	µhnf	µhnf	NOUN
ejpam-6869	90	26	ρhnf	ρhnf	NOUN
ejpam-6869	90	27	(	(	PUNCT
ejpam-6869	90	28	∂2u	∂2u	PROPN
ejpam-6869	90	29	∂x2	∂x2	PROPN
ejpam-6869	90	30	+	+	CCONJ
ejpam-6869	90	31	∂2u	∂2u	ADJ
ejpam-6869	90	32	∂y2	∂y2	NUM
ejpam-6869	90	33	)	)	PUNCT
ejpam-6869	90	34	(	(	PUNCT
ejpam-6869	90	35	3	3	X
ejpam-6869	90	36	)	)	PUNCT
ejpam-6869	90	37	u	u	NOUN
ejpam-6869	90	38	∂v	∂v	PROPN
ejpam-6869	90	39	∂x	∂x	PROPN
ejpam-6869	90	40	+	+	CCONJ
ejpam-6869	90	41	v	v	X
ejpam-6869	90	42	∂v	∂v	PROPN
ejpam-6869	90	43	∂y	∂y	X
ejpam-6869	90	44	=	=	SYM
ejpam-6869	90	45	−	−	PROPN
ejpam-6869	90	46	1	1	NUM
ejpam-6869	90	47	ρhnf	ρhnf	NOUN
ejpam-6869	91	1	∂p	∂p	PROPN
ejpam-6869	91	2	∂y	∂y	PUNCT
ejpam-6869	91	3	+	+	NUM
ejpam-6869	91	4	µhnf	µhnf	NOUN
ejpam-6869	91	5	ρhnf	ρhnf	NOUN
ejpam-6869	91	6	(	(	PUNCT
ejpam-6869	91	7	∂2v	∂2v	X
ejpam-6869	91	8	∂x2	∂x2	NOUN
ejpam-6869	91	9	+	+	CCONJ
ejpam-6869	91	10	∂2v	∂2v	NOUN
ejpam-6869	91	11	∂y2	∂y2	NUM
ejpam-6869	91	12	)	)	PUNCT
ejpam-6869	92	1	+	+	CCONJ
ejpam-6869	92	2	g	g	PROPN
ejpam-6869	92	3	(	(	PUNCT
ejpam-6869	92	4	t	t	PROPN
ejpam-6869	92	5	−	−	PROPN
ejpam-6869	92	6	tc	tc	NUM
ejpam-6869	92	7	)	)	PUNCT
ejpam-6869	92	8	(	(	PUNCT
ejpam-6869	92	9	ρβ)hnf	ρβ)hnf	NOUN
ejpam-6869	92	10	ρhnf	ρhnf	NOUN
ejpam-6869	92	11	(	(	PUNCT
ejpam-6869	92	12	4	4	X
ejpam-6869	92	13	)	)	PUNCT
ejpam-6869	92	14	u	u	NOUN
ejpam-6869	92	15	∂t	∂t	PROPN
ejpam-6869	92	16	∂x	∂x	PROPN
ejpam-6869	92	17	+	+	CCONJ
ejpam-6869	92	18	v	v	ADJ
ejpam-6869	92	19	∂t	∂t	PROPN
ejpam-6869	92	20	∂y	∂y	PROPN
ejpam-6869	92	21	=	=	PROPN
ejpam-6869	92	22	αhnf	αhnf	PROPN
ejpam-6869	92	23	(	(	PUNCT
ejpam-6869	92	24	∂2	∂2	PROPN
ejpam-6869	92	25	t	t	PROPN
ejpam-6869	92	26	∂x2	∂x2	NOUN
ejpam-6869	92	27	+	+	CCONJ
ejpam-6869	92	28	∂2	∂2	PROPN
ejpam-6869	92	29	t	t	NOUN
ejpam-6869	92	30	∂y2	∂y2	NOUN
ejpam-6869	92	31	)	)	PUNCT
ejpam-6869	92	32	(	(	PUNCT
ejpam-6869	92	33	5	5	X
ejpam-6869	92	34	)	)	PUNCT
ejpam-6869	92	35	the	the	DET
ejpam-6869	92	36	parameters	parameter	NOUN
ejpam-6869	92	37	of	of	ADP
ejpam-6869	92	38	the	the	DET
ejpam-6869	92	39	hybrid	hybrid	ADJ
ejpam-6869	92	40	nanofluid	nanofluid	NOUN
ejpam-6869	92	41	are	be	AUX
ejpam-6869	92	42	defined	define	VERB
ejpam-6869	92	43	as	as	SCONJ
ejpam-6869	92	44	follows	follow	VERB
ejpam-6869	92	45	(	(	PUNCT
ejpam-6869	92	46	[	[	X
ejpam-6869	92	47	33],[34	33],[34	NUM
ejpam-6869	92	48	]	]	SYM
ejpam-6869	92	49	):	):	PUNCT
ejpam-6869	92	50	ρhnf	ρhnf	NOUN
ejpam-6869	92	51	=	=	SYM
ejpam-6869	92	52	ρbf	ρbf	NOUN
ejpam-6869	92	53	(	(	PUNCT
ejpam-6869	92	54	1−	1−	NUM
ejpam-6869	92	55	φhnf	φhnf	NOUN
ejpam-6869	92	56	)	)	PUNCT
ejpam-6869	92	57	+	+	CCONJ
ejpam-6869	92	58	ρn1φn1	ρn1φn1	VERB
ejpam-6869	93	1	+	+	CCONJ
ejpam-6869	93	2	ρn2φn2	ρn2φn2	NOUN
ejpam-6869	93	3	(	(	PUNCT
ejpam-6869	93	4	6	6	NUM
ejpam-6869	93	5	)	)	PUNCT
ejpam-6869	93	6	(	(	PUNCT
ejpam-6869	93	7	ρβ)hnf	ρβ)hnf	NOUN
ejpam-6869	93	8	=	=	SYM
ejpam-6869	93	9	(	(	PUNCT
ejpam-6869	93	10	ρβ)bf	ρβ)bf	X
ejpam-6869	93	11	(	(	PUNCT
ejpam-6869	93	12	1−	1−	NUM
ejpam-6869	93	13	φhnf	φhnf	NOUN
ejpam-6869	93	14	)	)	PUNCT
ejpam-6869	93	15	+	+	CCONJ
ejpam-6869	93	16	(	(	PUNCT
ejpam-6869	93	17	ρβ)n1φn1	ρβ)n1φn1	X
ejpam-6869	93	18	+	+	CCONJ
ejpam-6869	93	19	(	(	PUNCT
ejpam-6869	93	20	ρβ)n2φn2	ρβ)n2φn2	NOUN
ejpam-6869	93	21	(	(	PUNCT
ejpam-6869	93	22	7	7	NUM
ejpam-6869	93	23	)	)	PUNCT
ejpam-6869	93	24	where	where	SCONJ
ejpam-6869	93	25	φhnf	φhnf	NOUN
ejpam-6869	93	26	=	=	PRON
ejpam-6869	93	27	φn1	φn1	ADJ
ejpam-6869	93	28	+	+	CCONJ
ejpam-6869	93	29	φn2	φn2	NOUN
ejpam-6869	93	30	αhnf	αhnf	NOUN
ejpam-6869	93	31	=	=	SYM
ejpam-6869	93	32	khnf	khnf	INTJ
ejpam-6869	93	33	(	(	PUNCT
ejpam-6869	93	34	ρcp)hnf	ρcp)hnf	PROPN
ejpam-6869	93	35	,	,	PUNCT
ejpam-6869	93	36	(	(	PUNCT
ejpam-6869	93	37	8)	8)	NUM
ejpam-6869	93	38	(	(	PUNCT
ejpam-6869	93	39	ρcp)hnf	ρcp)hnf	NOUN
ejpam-6869	93	40	=	=	SYM
ejpam-6869	93	41	(	(	PUNCT
ejpam-6869	93	42	1−	1−	NUM
ejpam-6869	93	43	φn1	φn1	ADJ
ejpam-6869	93	44	−	−	PROPN
ejpam-6869	93	45	φn2	φn2	NOUN
ejpam-6869	93	46	)	)	PUNCT
ejpam-6869	93	47	(	(	PUNCT
ejpam-6869	93	48	ρcp)bf	ρcp)bf	VERB
ejpam-6869	93	49	+	+	X
ejpam-6869	93	50	φn1	φn1	ADJ
ejpam-6869	93	51	(	(	PUNCT
ejpam-6869	93	52	ρcp)n1	ρcp)n1	NUM
ejpam-6869	93	53	+	+	CCONJ
ejpam-6869	93	54	φn2	φn2	NOUN
ejpam-6869	93	55	(	(	PUNCT
ejpam-6869	93	56	ρcp)n2	ρcp)n2	NUM
ejpam-6869	93	57	(	(	PUNCT
ejpam-6869	93	58	9	9	NUM
ejpam-6869	93	59	)	)	PUNCT
ejpam-6869	93	60	µhnf	µhnf	NOUN
ejpam-6869	93	61	=	=	PUNCT
ejpam-6869	93	62	µbf	µbf	ADJ
ejpam-6869	93	63	(	(	PUNCT
ejpam-6869	93	64	1−	1−	NUM
ejpam-6869	93	65	φn1	φn1	ADJ
ejpam-6869	93	66	)	)	PUNCT
ejpam-6869	93	67	2.5	2.5	NUM
ejpam-6869	93	68	(	(	PUNCT
ejpam-6869	93	69	1−	1−	NUM
ejpam-6869	93	70	φn2	φn2	NOUN
ejpam-6869	93	71	)	)	PUNCT
ejpam-6869	93	72	2.5	2.5	NUM
ejpam-6869	93	73	(	(	PUNCT
ejpam-6869	93	74	10	10	NUM
ejpam-6869	93	75	)	)	PUNCT
ejpam-6869	93	76	khnf	khnf	NOUN
ejpam-6869	93	77	=	=	SYM
ejpam-6869	93	78	kn2	kn2	NOUN
ejpam-6869	93	79	+	+	CCONJ
ejpam-6869	93	80	2knf	2knf	NUM
ejpam-6869	93	81	−	−	NOUN
ejpam-6869	93	82	2φn2	2φn2	NUM
ejpam-6869	93	83	(	(	PUNCT
ejpam-6869	93	84	knf	knf	PROPN
ejpam-6869	93	85	−	−	PROPN
ejpam-6869	93	86	kn2	kn2	NOUN
ejpam-6869	93	87	)	)	PUNCT
ejpam-6869	93	88	kn2	kn2	PROPN
ejpam-6869	94	1	+	+	CCONJ
ejpam-6869	94	2	2knf	2knf	NUM
ejpam-6869	94	3	+	+	CCONJ
ejpam-6869	94	4	φn2	φn2	NOUN
ejpam-6869	94	5	(	(	PUNCT
ejpam-6869	94	6	knf	knf	PROPN
ejpam-6869	94	7	−	−	PROPN
ejpam-6869	94	8	kn2	kn2	NOUN
ejpam-6869	94	9	)	)	PUNCT
ejpam-6869	94	10	(	(	PUNCT
ejpam-6869	94	11	knf	knf	PROPN
ejpam-6869	94	12	)	)	PUNCT
ejpam-6869	94	13	(	(	PUNCT
ejpam-6869	94	14	11	11	NUM
ejpam-6869	94	15	)	)	PUNCT
ejpam-6869	94	16	knf	knf	NOUN
ejpam-6869	94	17	=	=	SYM
ejpam-6869	94	18	kn1	kn1	NOUN
ejpam-6869	94	19	+	+	CCONJ
ejpam-6869	94	20	2kbf	2kbf	NUM
ejpam-6869	94	21	−	−	NOUN
ejpam-6869	94	22	2φn1	2φn1	NUM
ejpam-6869	94	23	(	(	PUNCT
ejpam-6869	94	24	kbf	kbf	INTJ
ejpam-6869	94	25	−	−	PROPN
ejpam-6869	94	26	kn1	kn1	NOUN
ejpam-6869	94	27	)	)	PUNCT
ejpam-6869	94	28	kn1	kn1	NOUN
ejpam-6869	94	29	+	+	CCONJ
ejpam-6869	94	30	2kbf	2kbf	NUM
ejpam-6869	94	31	+	+	CCONJ
ejpam-6869	94	32	φn1	φn1	ADJ
ejpam-6869	94	33	(	(	PUNCT
ejpam-6869	94	34	kbf	kbf	INTJ
ejpam-6869	94	35	−	−	PROPN
ejpam-6869	94	36	kn1	kn1	NOUN
ejpam-6869	94	37	)	)	PUNCT
ejpam-6869	94	38	(	(	PUNCT
ejpam-6869	94	39	kbf	kbf	INTJ
ejpam-6869	94	40	)	)	PUNCT
ejpam-6869	94	41	(	(	PUNCT
ejpam-6869	94	42	12	12	NUM
ejpam-6869	94	43	)	)	PUNCT
ejpam-6869	95	1	k.	k.	PROPN
ejpam-6869	95	2	al	al	PROPN
ejpam-6869	95	3	kalbani	kalbani	PROPN
ejpam-6869	95	4	et	et	PROPN
ejpam-6869	95	5	al	al	PROPN
ejpam-6869	95	6	.	.	PUNCT
ejpam-6869	95	7	/	/	SYM
ejpam-6869	95	8	eur	eur	PROPN
ejpam-6869	95	9	.	.	PUNCT
ejpam-6869	96	1	j.	j.	PROPN
ejpam-6869	96	2	pure	pure	PROPN
ejpam-6869	96	3	appl	appl	PROPN
ejpam-6869	96	4	.	.	PROPN
ejpam-6869	96	5	math	math	PROPN
ejpam-6869	96	6	,	,	PUNCT
ejpam-6869	96	7	18	18	NUM
ejpam-6869	96	8	(	(	PUNCT
ejpam-6869	96	9	4	4	NUM
ejpam-6869	96	10	)	)	PUNCT
ejpam-6869	96	11	(	(	PUNCT
ejpam-6869	96	12	2025	2025	NUM
ejpam-6869	96	13	)	)	PUNCT
ejpam-6869	96	14	,	,	PUNCT
ejpam-6869	96	15	6869	6869	NUM
ejpam-6869	96	16	6	6	NUM
ejpam-6869	96	17	of	of	ADP
ejpam-6869	96	18	20	20	NUM
ejpam-6869	96	19	the	the	DET
ejpam-6869	96	20	following	following	NOUN
ejpam-6869	96	21	are	be	AUX
ejpam-6869	96	22	the	the	DET
ejpam-6869	96	23	different	different	ADJ
ejpam-6869	96	24	types	type	NOUN
ejpam-6869	96	25	of	of	ADP
ejpam-6869	96	26	boundary	boundary	ADJ
ejpam-6869	96	27	conditions	condition	NOUN
ejpam-6869	96	28	for	for	ADP
ejpam-6869	96	29	the	the	DET
ejpam-6869	96	30	current	current	ADJ
ejpam-6869	96	31	investigation	investigation	NOUN
ejpam-6869	96	32	:	:	PUNCT
ejpam-6869	96	33	u	u	NOUN
ejpam-6869	96	34	=	=	SYM
ejpam-6869	96	35	v	v	PROPN
ejpam-6869	96	36	=	=	SYM
ejpam-6869	96	37	0	0	NUM
ejpam-6869	96	38	,	,	PUNCT
ejpam-6869	96	39	t	t	X
ejpam-6869	96	40	=	=	SYM
ejpam-6869	96	41	th	th	PROPN
ejpam-6869	96	42	for	for	ADP
ejpam-6869	96	43	xleft	xleft	NOUN
ejpam-6869	96	44	,	,	PUNCT
ejpam-6869	96	45	0	0	NUM
ejpam-6869	96	46	≤	≤	NUM
ejpam-6869	96	47	y	y	PROPN
ejpam-6869	96	48	≤	≤	PROPN
ejpam-6869	96	49	l	l	NOUN
ejpam-6869	96	50	,	,	PUNCT
ejpam-6869	96	51	(	(	PUNCT
ejpam-6869	96	52	a	a	X
ejpam-6869	96	53	)	)	PUNCT
ejpam-6869	96	54	u	u	NOUN
ejpam-6869	96	55	=	=	PROPN
ejpam-6869	96	56	v	v	NOUN
ejpam-6869	96	57	=	=	SYM
ejpam-6869	96	58	0	0	NUM
ejpam-6869	96	59	,	,	PUNCT
ejpam-6869	96	60	t	t	X
ejpam-6869	96	61	=	=	PUNCT
ejpam-6869	96	62	tc	tc	PROPN
ejpam-6869	96	63	for	for	ADP
ejpam-6869	96	64	xright	xright	ADJ
ejpam-6869	96	65	,	,	PUNCT
ejpam-6869	96	66	0	0	NUM
ejpam-6869	96	67	≤	≤	NUM
ejpam-6869	96	68	y	y	PROPN
ejpam-6869	96	69	≤	≤	PROPN
ejpam-6869	96	70	l	l	NOUN
ejpam-6869	96	71	,	,	PUNCT
ejpam-6869	96	72	(	(	PUNCT
ejpam-6869	96	73	b	b	X
ejpam-6869	96	74	)	)	PUNCT
ejpam-6869	96	75	u	u	NOUN
ejpam-6869	97	1	=	=	SYM
ejpam-6869	97	2	v	v	NOUN
ejpam-6869	97	3	=	=	SYM
ejpam-6869	97	4	0	0	PROPN
ejpam-6869	97	5	,	,	PUNCT
ejpam-6869	97	6	∂t	∂t	PROPN
ejpam-6869	97	7	∂y	∂y	PROPN
ejpam-6869	97	8	=	=	NOUN
ejpam-6869	97	9	0	0	PROPN
ejpam-6869	97	10	for	for	ADP
ejpam-6869	97	11	y	y	PROPN
ejpam-6869	97	12	=	=	SYM
ejpam-6869	97	13	0	0	NUM
ejpam-6869	97	14	,	,	PUNCT
ejpam-6869	97	15	l	l	NOUN
ejpam-6869	97	16	,	,	PUNCT
ejpam-6869	97	17	0	0	NUM
ejpam-6869	97	18	≤	≤	NUM
ejpam-6869	97	19	x	x	SYM
ejpam-6869	97	20	≤	≤	ADJ
ejpam-6869	97	21	l.	l.	NOUN
ejpam-6869	97	22	(	(	PUNCT
ejpam-6869	97	23	c	c	NOUN
ejpam-6869	97	24	)	)	PUNCT
ejpam-6869	97	25	(	(	PUNCT
ejpam-6869	97	26	13	13	NUM
ejpam-6869	97	27	)	)	PUNCT
ejpam-6869	97	28	the	the	DET
ejpam-6869	97	29	following	follow	VERB
ejpam-6869	97	30	transformations	transformation	NOUN
ejpam-6869	97	31	can	can	AUX
ejpam-6869	97	32	be	be	AUX
ejpam-6869	97	33	used	use	VERB
ejpam-6869	97	34	to	to	PART
ejpam-6869	97	35	make	make	VERB
ejpam-6869	97	36	the	the	DET
ejpam-6869	97	37	aforementioned	aforementioned	ADJ
ejpam-6869	97	38	equations	equation	NOUN
ejpam-6869	97	39	dimensionless	dimensionless	NOUN
ejpam-6869	97	40	:	:	PUNCT
ejpam-6869	97	41	x	x	SYM
ejpam-6869	97	42	=	=	PUNCT
ejpam-6869	97	43	x	x	SYM
ejpam-6869	97	44	l	l	NOUN
ejpam-6869	97	45	,	,	PUNCT
ejpam-6869	97	46	y	y	PROPN
ejpam-6869	97	47	=	=	SYM
ejpam-6869	97	48	y	y	PROPN
ejpam-6869	97	49	l	l	NOUN
ejpam-6869	97	50	,	,	PUNCT
ejpam-6869	97	51	u	u	PROPN
ejpam-6869	97	52	=	=	NOUN
ejpam-6869	97	53	ul	ul	INTJ
ejpam-6869	97	54	αbf	αbf	INTJ
ejpam-6869	97	55	,	,	PUNCT
ejpam-6869	97	56	v	v	X
ejpam-6869	97	57	=	=	SYM
ejpam-6869	97	58	vl	vl	INTJ
ejpam-6869	97	59	αbf	αbf	NOUN
ejpam-6869	97	60	,	,	PUNCT
ejpam-6869	97	61	p	p	X
ejpam-6869	97	62	=	=	PUNCT
ejpam-6869	97	63	pl2	pl2	PROPN
ejpam-6869	97	64	ρbfα2	ρbfα2	PROPN
ejpam-6869	97	65	bf	bf	NOUN
ejpam-6869	97	66	,	,	PUNCT
ejpam-6869	98	1	θ	θ	PROPN
ejpam-6869	98	2	=	=	SYM
ejpam-6869	98	3	t	t	PROPN
ejpam-6869	98	4	−	−	PROPN
ejpam-6869	99	1	tc	tc	INTJ
ejpam-6869	99	2	th	th	X
ejpam-6869	100	1	−	−	PROPN
ejpam-6869	101	1	tc	tc	INTJ
ejpam-6869	102	1	(	(	PUNCT
ejpam-6869	102	2	14	14	NUM
ejpam-6869	102	3	)	)	PUNCT
ejpam-6869	102	4	with	with	ADP
ejpam-6869	102	5	equation	equation	NOUN
ejpam-6869	102	6	(	(	PUNCT
ejpam-6869	102	7	14	14	NUM
ejpam-6869	102	8	)	)	PUNCT
ejpam-6869	102	9	,	,	PUNCT
ejpam-6869	102	10	the	the	DET
ejpam-6869	102	11	governing	govern	VERB
ejpam-6869	102	12	equations	equation	NOUN
ejpam-6869	102	13	(	(	PUNCT
ejpam-6869	102	14	2	2	NUM
ejpam-6869	102	15	)	)	PUNCT
ejpam-6869	102	16	through	through	ADP
ejpam-6869	102	17	(	(	PUNCT
ejpam-6869	102	18	5	5	X
ejpam-6869	102	19	)	)	PUNCT
ejpam-6869	102	20	can	can	AUX
ejpam-6869	102	21	be	be	AUX
ejpam-6869	102	22	expressed	express	VERB
ejpam-6869	102	23	in	in	ADP
ejpam-6869	102	24	the	the	DET
ejpam-6869	102	25	dimensionless	dimensionless	NOUN
ejpam-6869	102	26	form	form	NOUN
ejpam-6869	102	27	as	as	SCONJ
ejpam-6869	102	28	follows	follow	VERB
ejpam-6869	102	29	:	:	PUNCT
ejpam-6869	103	1	∂u	∂u	PROPN
ejpam-6869	103	2	∂x	∂x	PROPN
ejpam-6869	103	3	+	+	CCONJ
ejpam-6869	103	4	∂v	∂v	PROPN
ejpam-6869	103	5	∂y	∂y	SYM
ejpam-6869	103	6	=	=	SYM
ejpam-6869	103	7	0	0	NUM
ejpam-6869	103	8	(	(	PUNCT
ejpam-6869	103	9	15	15	NUM
ejpam-6869	103	10	)	)	PUNCT
ejpam-6869	103	11	(	(	PUNCT
ejpam-6869	103	12	ρhnf	ρhnf	NOUN
ejpam-6869	103	13	ρbf	ρbf	NOUN
ejpam-6869	103	14	)	)	PUNCT
ejpam-6869	104	1	(	(	PUNCT
ejpam-6869	104	2	u	u	NOUN
ejpam-6869	104	3	∂u	∂u	PROPN
ejpam-6869	104	4	∂x	∂x	PROPN
ejpam-6869	104	5	+	+	CCONJ
ejpam-6869	104	6	v	v	NUM
ejpam-6869	104	7	∂u	∂u	PROPN
ejpam-6869	104	8	∂y	∂y	X
ejpam-6869	104	9	)	)	PUNCT
ejpam-6869	104	10	=	=	PUNCT
ejpam-6869	105	1	−	−	PROPN
ejpam-6869	105	2	∂p	∂p	ADJ
ejpam-6869	105	3	∂x	∂x	PROPN
ejpam-6869	105	4	+	+	CCONJ
ejpam-6869	105	5	pr	pr	X
ejpam-6869	105	6	(	(	PUNCT
ejpam-6869	105	7	1−φn1	1−φn1	NUM
ejpam-6869	105	8	)	)	PUNCT
ejpam-6869	105	9	2.5(1−φn2	2.5(1−φn2	NUM
ejpam-6869	105	10	)	)	PUNCT
ejpam-6869	105	11	2.5	2.5	NUM
ejpam-6869	105	12	(	(	PUNCT
ejpam-6869	105	13	∂2u	∂2u	ADJ
ejpam-6869	105	14	∂x2	∂x2	PROPN
ejpam-6869	105	15	+	+	CCONJ
ejpam-6869	105	16	∂2u	∂2u	X
ejpam-6869	105	17	∂y	∂y	X
ejpam-6869	105	18	2	2	NUM
ejpam-6869	105	19	)	)	PUNCT
ejpam-6869	105	20	,	,	PUNCT
ejpam-6869	105	21	(	(	PUNCT
ejpam-6869	105	22	ρhnf	ρhnf	NOUN
ejpam-6869	105	23	ρbf	ρbf	NOUN
ejpam-6869	105	24	)	)	PUNCT
ejpam-6869	105	25	(	(	PUNCT
ejpam-6869	105	26	u	u	NOUN
ejpam-6869	105	27	∂v	∂v	PROPN
ejpam-6869	105	28	∂x	∂x	PROPN
ejpam-6869	105	29	+	+	CCONJ
ejpam-6869	105	30	v	v	ADP
ejpam-6869	105	31	∂v	∂v	PROPN
ejpam-6869	105	32	∂y	∂y	PROPN
ejpam-6869	105	33	)	)	PUNCT
ejpam-6869	105	34	(	(	PUNCT
ejpam-6869	105	35	16	16	NUM
ejpam-6869	105	36	)	)	PUNCT
ejpam-6869	105	37	=	=	PUNCT
ejpam-6869	106	1	−∂p	−∂p	NUM
ejpam-6869	106	2	∂y	∂y	NOUN
ejpam-6869	106	3	+	+	CCONJ
ejpam-6869	106	4	pr	pr	X
ejpam-6869	106	5	(	(	PUNCT
ejpam-6869	106	6	1−φn1	1−φn1	NUM
ejpam-6869	106	7	)	)	PUNCT
ejpam-6869	106	8	2.5(1−φn2	2.5(1−φn2	NUM
ejpam-6869	106	9	)	)	PUNCT
ejpam-6869	106	10	2.5	2.5	NUM
ejpam-6869	106	11	(	(	PUNCT
ejpam-6869	106	12	∂2v	∂2v	X
ejpam-6869	106	13	∂x2	∂x2	NOUN
ejpam-6869	106	14	+	+	SYM
ejpam-6869	106	15	∂2v	∂2v	X
ejpam-6869	106	16	∂y	∂y	X
ejpam-6869	106	17	2	2	NUM
ejpam-6869	106	18	)	)	PUNCT
ejpam-6869	106	19	+	+	CCONJ
ejpam-6869	106	20	(	(	PUNCT
ejpam-6869	106	21	ra)(pr	ra)(pr	NOUN
ejpam-6869	106	22	)	)	PUNCT
ejpam-6869	106	23	(	(	PUNCT
ejpam-6869	106	24	ρβ)hnf	ρβ)hnf	NOUN
ejpam-6869	106	25	ρbfβbf	ρbfβbf	NOUN
ejpam-6869	106	26	θ	θ	PROPN
ejpam-6869	106	27	−ha2	−ha2	PROPN
ejpam-6869	106	28	prv	prv	PROPN
ejpam-6869	106	29	(	(	PUNCT
ejpam-6869	106	30	17	17	NUM
ejpam-6869	106	31	)	)	PUNCT
ejpam-6869	106	32	u	u	NOUN
ejpam-6869	106	33	∂θ	∂θ	PROPN
ejpam-6869	106	34	∂x	∂x	PROPN
ejpam-6869	106	35	+	+	CCONJ
ejpam-6869	106	36	v	v	NOUN
ejpam-6869	106	37	∂θ	∂θ	NOUN
ejpam-6869	106	38	∂y	∂y	SYM
ejpam-6869	106	39	=	=	SYM
ejpam-6869	106	40	αhnf	αhnf	PROPN
ejpam-6869	106	41	αbf	αbf	PROPN
ejpam-6869	106	42	(	(	PUNCT
ejpam-6869	106	43	∂2θ	∂2θ	PROPN
ejpam-6869	106	44	∂x2	∂x2	PROPN
ejpam-6869	106	45	+	+	CCONJ
ejpam-6869	106	46	∂2θ	∂2θ	NOUN
ejpam-6869	106	47	∂y	∂y	NOUN
ejpam-6869	106	48	2	2	PROPN
ejpam-6869	106	49	)	)	PUNCT
ejpam-6869	106	50	(	(	PUNCT
ejpam-6869	106	51	18	18	NUM
ejpam-6869	106	52	)	)	PUNCT
ejpam-6869	106	53	where	where	SCONJ
ejpam-6869	106	54	pr	pr	NOUN
ejpam-6869	106	55	=	=	PUNCT
ejpam-6869	106	56	νbf	νbf	NOUN
ejpam-6869	106	57	αbf	αbf	PROPN
ejpam-6869	106	58	is	be	AUX
ejpam-6869	106	59	the	the	DET
ejpam-6869	106	60	prandtl	prandtl	NOUN
ejpam-6869	106	61	number	number	NOUN
ejpam-6869	106	62	,	,	PUNCT
ejpam-6869	106	63	ra	ra	NOUN
ejpam-6869	106	64	=	=	PUNCT
ejpam-6869	106	65	gβbf	gβbf	PROPN
ejpam-6869	106	66	(	(	PUNCT
ejpam-6869	106	67	th−tc)l3	th−tc)l3	PROPN
ejpam-6869	106	68	αbfνbf	αbfνbf	NOUN
ejpam-6869	106	69	is	be	AUX
ejpam-6869	106	70	the	the	DET
ejpam-6869	106	71	rayleigh	rayleigh	ADJ
ejpam-6869	106	72	number	number	NOUN
ejpam-6869	106	73	and	and	CCONJ
ejpam-6869	106	74	ha	ha	INTJ
ejpam-6869	106	75	=	=	SYM
ejpam-6869	106	76	b0l	b0l	ADJ
ejpam-6869	106	77	√	√	ADP
ejpam-6869	106	78	σbf	σbf	PROPN
ejpam-6869	107	1	µbf	µbf	ADV
ejpam-6869	107	2	is	be	AUX
ejpam-6869	107	3	the	the	DET
ejpam-6869	107	4	hartmann	hartmann	PROPN
ejpam-6869	107	5	number	number	NOUN
ejpam-6869	107	6	.	.	PUNCT
ejpam-6869	108	1	the	the	DET
ejpam-6869	108	2	boundary	boundary	ADJ
ejpam-6869	108	3	conditions	condition	NOUN
ejpam-6869	108	4	’	'	PUNCT
ejpam-6869	108	5	dimensionless	dimensionless	NOUN
ejpam-6869	108	6	forms	form	NOUN
ejpam-6869	108	7	include	include	VERB
ejpam-6869	108	8	:	:	PUNCT
ejpam-6869	108	9	u	u	NOUN
ejpam-6869	108	10	=	=	PROPN
ejpam-6869	108	11	v	v	PROPN
ejpam-6869	108	12	=	=	SYM
ejpam-6869	108	13	0	0	NUM
ejpam-6869	108	14	,	,	PUNCT
ejpam-6869	108	15	θ	θ	X
ejpam-6869	108	16	=	=	SYM
ejpam-6869	108	17	1	1	NUM
ejpam-6869	108	18	for	for	ADP
ejpam-6869	108	19	xleft	xleft	NOUN
ejpam-6869	108	20	,	,	PUNCT
ejpam-6869	108	21	0	0	NUM
ejpam-6869	108	22	≤	≤	NUM
ejpam-6869	108	23	y	y	SYM
ejpam-6869	108	24	≤	≤	NUM
ejpam-6869	108	25	1	1	NUM
ejpam-6869	108	26	,	,	PUNCT
ejpam-6869	108	27	(	(	PUNCT
ejpam-6869	108	28	a	a	X
ejpam-6869	108	29	)	)	PUNCT
ejpam-6869	108	30	u	u	NOUN
ejpam-6869	108	31	=	=	PROPN
ejpam-6869	108	32	v	v	NOUN
ejpam-6869	108	33	=	=	SYM
ejpam-6869	108	34	0	0	NUM
ejpam-6869	108	35	,	,	PUNCT
ejpam-6869	108	36	θ	θ	X
ejpam-6869	108	37	=	=	SYM
ejpam-6869	108	38	0	0	NUM
ejpam-6869	108	39	for	for	ADP
ejpam-6869	108	40	xright	xright	ADJ
ejpam-6869	108	41	,	,	PUNCT
ejpam-6869	108	42	0	0	NUM
ejpam-6869	108	43	≤	≤	NUM
ejpam-6869	108	44	y	y	SYM
ejpam-6869	108	45	≤	≤	NUM
ejpam-6869	108	46	1	1	NUM
ejpam-6869	108	47	,	,	PUNCT
ejpam-6869	108	48	(	(	PUNCT
ejpam-6869	108	49	b	b	X
ejpam-6869	108	50	)	)	PUNCT
ejpam-6869	108	51	u	u	NOUN
ejpam-6869	108	52	=	=	SYM
ejpam-6869	108	53	v	v	NOUN
ejpam-6869	108	54	=	=	SYM
ejpam-6869	108	55	0	0	NUM
ejpam-6869	108	56	,	,	PUNCT
ejpam-6869	108	57	∂θ	∂θ	PROPN
ejpam-6869	108	58	∂y	∂y	X
ejpam-6869	108	59	=	=	NOUN
ejpam-6869	108	60	0	0	PROPN
ejpam-6869	108	61	for	for	ADP
ejpam-6869	108	62	y	y	PROPN
ejpam-6869	108	63	=	=	SYM
ejpam-6869	108	64	0	0	NUM
ejpam-6869	108	65	,	,	PUNCT
ejpam-6869	108	66	1	1	NUM
ejpam-6869	108	67	,	,	PUNCT
ejpam-6869	108	68	0	0	NUM
ejpam-6869	108	69	≤	≤	NUM
ejpam-6869	108	70	x	x	SYM
ejpam-6869	108	71	≤	≤	NUM
ejpam-6869	108	72	1	1	NUM
ejpam-6869	108	73	.	.	PUNCT
ejpam-6869	109	1	(	(	PUNCT
ejpam-6869	109	2	c	c	X
ejpam-6869	109	3	)	)	PUNCT
ejpam-6869	109	4	(	(	PUNCT
ejpam-6869	109	5	19	19	NUM
ejpam-6869	109	6	)	)	PUNCT
ejpam-6869	109	7	at	at	ADP
ejpam-6869	109	8	the	the	DET
ejpam-6869	109	9	heated	heated	ADJ
ejpam-6869	109	10	bottom	bottom	NOUN
ejpam-6869	109	11	wall	wall	NOUN
ejpam-6869	109	12	,	,	PUNCT
ejpam-6869	109	13	it	it	PRON
ejpam-6869	109	14	is	be	AUX
ejpam-6869	109	15	estimated	estimate	VERB
ejpam-6869	109	16	that	that	SCONJ
ejpam-6869	109	17	the	the	DET
ejpam-6869	109	18	local	local	ADJ
ejpam-6869	109	19	nusselt	nusselt	NOUN
ejpam-6869	109	20	number	number	NOUN
ejpam-6869	109	21	is	be	AUX
ejpam-6869	109	22	:	:	PUNCT
ejpam-6869	109	23	nuhnf	nuhnf	ADJ
ejpam-6869	109	24	=	=	SYM
ejpam-6869	109	25	−	−	PROPN
ejpam-6869	109	26	(	(	PUNCT
ejpam-6869	109	27	khnf	khnf	ADV
ejpam-6869	109	28	kbf	kbf	ADJ
ejpam-6869	109	29	)	)	PUNCT
ejpam-6869	109	30	(	(	PUNCT
ejpam-6869	109	31	∂θ	∂θ	PROPN
ejpam-6869	109	32	∂x	∂x	PROPN
ejpam-6869	109	33	)	)	PUNCT
ejpam-6869	110	1	x=0	x=0	PROPN
ejpam-6869	110	2	(	(	PUNCT
ejpam-6869	110	3	20	20	NUM
ejpam-6869	110	4	)	)	PUNCT
ejpam-6869	111	1	k.	k.	PROPN
ejpam-6869	111	2	al	al	PROPN
ejpam-6869	111	3	kalbani	kalbani	PROPN
ejpam-6869	111	4	et	et	PROPN
ejpam-6869	111	5	al	al	PROPN
ejpam-6869	111	6	.	.	PUNCT
ejpam-6869	111	7	/	/	SYM
ejpam-6869	111	8	eur	eur	PROPN
ejpam-6869	111	9	.	.	PUNCT
ejpam-6869	112	1	j.	j.	PROPN
ejpam-6869	112	2	pure	pure	PROPN
ejpam-6869	112	3	appl	appl	PROPN
ejpam-6869	112	4	.	.	PROPN
ejpam-6869	112	5	math	math	PROPN
ejpam-6869	112	6	,	,	PUNCT
ejpam-6869	112	7	18	18	NUM
ejpam-6869	112	8	(	(	PUNCT
ejpam-6869	112	9	4	4	NUM
ejpam-6869	112	10	)	)	PUNCT
ejpam-6869	112	11	(	(	PUNCT
ejpam-6869	112	12	2025	2025	NUM
ejpam-6869	112	13	)	)	PUNCT
ejpam-6869	112	14	,	,	PUNCT
ejpam-6869	112	15	6869	6869	NUM
ejpam-6869	112	16	7	7	NUM
ejpam-6869	112	17	of	of	ADP
ejpam-6869	112	18	20	20	NUM
ejpam-6869	112	19	furthermore	furthermore	ADV
ejpam-6869	112	20	,	,	PUNCT
ejpam-6869	112	21	the	the	DET
ejpam-6869	112	22	local	local	ADJ
ejpam-6869	112	23	nusselt	nusselt	NOUN
ejpam-6869	112	24	number	number	NOUN
ejpam-6869	112	25	is	be	AUX
ejpam-6869	112	26	integrated	integrate	VERB
ejpam-6869	112	27	to	to	PART
ejpam-6869	112	28	produce	produce	VERB
ejpam-6869	112	29	the	the	DET
ejpam-6869	112	30	average	average	ADJ
ejpam-6869	112	31	nusselt	nusselt	NOUN
ejpam-6869	112	32	number	number	NOUN
ejpam-6869	112	33	:	:	PUNCT
ejpam-6869	112	34	nuhnf	nuhnf	ADJ
ejpam-6869	112	35	=	=	SYM
ejpam-6869	112	36	∫	∫	PROPN
ejpam-6869	112	37	1	1	NUM
ejpam-6869	112	38	0	0	NUM
ejpam-6869	112	39	nuhnfdy	nuhnfdy	NOUN
ejpam-6869	112	40	(	(	PUNCT
ejpam-6869	112	41	21	21	NUM
ejpam-6869	112	42	)	)	PUNCT
ejpam-6869	112	43	numerical	numerical	ADJ
ejpam-6869	112	44	solution	solution	NOUN
ejpam-6869	112	45	and	and	CCONJ
ejpam-6869	112	46	validation	validation	NOUN
ejpam-6869	112	47	various	various	ADJ
ejpam-6869	112	48	mesh	mesh	NOUN
ejpam-6869	112	49	combinations	combination	NOUN
ejpam-6869	112	50	of	of	ADP
ejpam-6869	112	51	the	the	DET
ejpam-6869	112	52	geometry	geometry	NOUN
ejpam-6869	112	53	were	be	AUX
ejpam-6869	112	54	tested	test	VERB
ejpam-6869	112	55	to	to	PART
ejpam-6869	112	56	determine	determine	VERB
ejpam-6869	112	57	the	the	DET
ejpam-6869	112	58	optimal	optimal	ADJ
ejpam-6869	112	59	heat	heat	NOUN
ejpam-6869	112	60	transfer	transfer	NOUN
ejpam-6869	112	61	rate	rate	NOUN
ejpam-6869	112	62	and	and	CCONJ
ejpam-6869	112	63	flow	flow	NOUN
ejpam-6869	112	64	fields	field	NOUN
ejpam-6869	112	65	.	.	PUNCT
ejpam-6869	113	1	during	during	ADP
ejpam-6869	113	2	the	the	DET
ejpam-6869	113	3	grid	grid	NOUN
ejpam-6869	113	4	test	test	NOUN
ejpam-6869	113	5	,	,	PUNCT
ejpam-6869	113	6	a	a	DET
ejpam-6869	113	7	mixture	mixture	NOUN
ejpam-6869	113	8	of	of	ADP
ejpam-6869	113	9	water	water	NOUN
ejpam-6869	113	10	and	and	CCONJ
ejpam-6869	113	11	eg	eg	PROPN
ejpam-6869	113	12	(	(	PUNCT
ejpam-6869	113	13	90%−	90%−	NOUN
ejpam-6869	113	14	10	10	NUM
ejpam-6869	113	15	%	%	NOUN
ejpam-6869	113	16	)	)	PUNCT
ejpam-6869	113	17	was	be	AUX
ejpam-6869	113	18	selected	select	VERB
ejpam-6869	113	19	as	as	ADP
ejpam-6869	113	20	the	the	DET
ejpam-6869	113	21	base	base	NOUN
ejpam-6869	113	22	fluid	fluid	NOUN
ejpam-6869	113	23	for	for	ADP
ejpam-6869	113	24	the	the	DET
ejpam-6869	113	25	experiment	experiment	NOUN
ejpam-6869	113	26	.	.	PUNCT
ejpam-6869	114	1	the	the	DET
ejpam-6869	114	2	following	follow	VERB
ejpam-6869	114	3	parameter	parameter	NOUN
ejpam-6869	114	4	set	set	NOUN
ejpam-6869	114	5	combinations	combination	NOUN
ejpam-6869	114	6	were	be	AUX
ejpam-6869	114	7	used	use	VERB
ejpam-6869	114	8	:	:	PUNCT
ejpam-6869	114	9	ra	ra	PROPN
ejpam-6869	114	10	=	=	SYM
ejpam-6869	114	11	105	105	NUM
ejpam-6869	114	12	,	,	PUNCT
ejpam-6869	114	13	φn1	φn1	ADJ
ejpam-6869	114	14	=	=	SYM
ejpam-6869	114	15	0.02	0.02	NUM
ejpam-6869	114	16	,	,	PUNCT
ejpam-6869	114	17	φn2	φn2	NOUN
ejpam-6869	115	1	=	=	NOUN
ejpam-6869	115	2	0.02,ha	0.02,ha	NUM
ejpam-6869	115	3	=	=	SYM
ejpam-6869	115	4	20,pr	20,pr	NUM
ejpam-6869	115	5	=	=	SYM
ejpam-6869	115	6	11.25	11.25	NUM
ejpam-6869	115	7	,	,	PUNCT
ejpam-6869	115	8	and	and	CCONJ
ejpam-6869	115	9	n	n	CCONJ
ejpam-6869	115	10	=	=	SYM
ejpam-6869	115	11	4	4	NUM
ejpam-6869	115	12	.	.	NOUN
ejpam-6869	115	13	four	four	NUM
ejpam-6869	115	14	different	different	ADJ
ejpam-6869	115	15	non	non	ADJ
ejpam-6869	115	16	-	-	ADJ
ejpam-6869	115	17	standard	standard	ADJ
ejpam-6869	115	18	grid	grid	NOUN
ejpam-6869	115	19	systems	system	NOUN
ejpam-6869	115	20	were	be	AUX
ejpam-6869	115	21	utilized	utilize	VERB
ejpam-6869	115	22	in	in	ADP
ejpam-6869	115	23	the	the	DET
ejpam-6869	115	24	simulation	simulation	NOUN
ejpam-6869	115	25	system	system	NOUN
ejpam-6869	115	26	to	to	PART
ejpam-6869	115	27	assess	assess	VERB
ejpam-6869	115	28	the	the	DET
ejpam-6869	115	29	expected	expect	VERB
ejpam-6869	115	30	number	number	NOUN
ejpam-6869	115	31	of	of	ADP
ejpam-6869	115	32	elements	element	NOUN
ejpam-6869	115	33	for	for	ADP
ejpam-6869	115	34	the	the	DET
ejpam-6869	115	35	constrained	constrained	ADJ
ejpam-6869	115	36	area	area	NOUN
ejpam-6869	115	37	.	.	PUNCT
ejpam-6869	116	1	the	the	DET
ejpam-6869	116	2	arithmetic	arithmetic	ADJ
ejpam-6869	116	3	pattern	pattern	NOUN
ejpam-6869	116	4	is	be	AUX
ejpam-6869	116	5	completed	complete	VERB
ejpam-6869	116	6	to	to	PART
ejpam-6869	116	7	be	be	AUX
ejpam-6869	116	8	extremely	extremely	ADV
ejpam-6869	116	9	accurately	accurately	ADV
ejpam-6869	116	10	input	input	NOUN
ejpam-6869	116	11	in	in	ADP
ejpam-6869	116	12	the	the	DET
ejpam-6869	116	13	typical	typical	ADJ
ejpam-6869	116	14	nusselt	nusselt	NOUN
ejpam-6869	116	15	number	number	NOUN
ejpam-6869	116	16	(	(	PUNCT
ejpam-6869	116	17	nuav	nuav	NOUN
ejpam-6869	116	18	)	)	PUNCT
ejpam-6869	116	19	for	for	ADP
ejpam-6869	116	20	the	the	DET
ejpam-6869	116	21	elements	element	NOUN
ejpam-6869	116	22	mentioned	mention	VERB
ejpam-6869	116	23	above	above	ADV
ejpam-6869	116	24	,	,	PUNCT
ejpam-6869	116	25	as	as	SCONJ
ejpam-6869	116	26	shown	show	VERB
ejpam-6869	116	27	in	in	ADP
ejpam-6869	116	28	table	table	NOUN
ejpam-6869	116	29	2	2	NUM
ejpam-6869	116	30	,	,	PUNCT
ejpam-6869	116	31	in	in	ADP
ejpam-6869	116	32	order	order	NOUN
ejpam-6869	116	33	to	to	PART
ejpam-6869	116	34	understand	understand	VERB
ejpam-6869	116	35	the	the	DET
ejpam-6869	116	36	mesh	mesh	NOUN
ejpam-6869	116	37	size	size	NOUN
ejpam-6869	116	38	.	.	PUNCT
ejpam-6869	117	1	we	we	PRON
ejpam-6869	117	2	noticed	notice	VERB
ejpam-6869	117	3	that	that	SCONJ
ejpam-6869	117	4	the	the	DET
ejpam-6869	117	5	average	average	ADJ
ejpam-6869	117	6	nusselt	nusselt	NOUN
ejpam-6869	117	7	number	number	NOUN
ejpam-6869	117	8	(	(	PUNCT
ejpam-6869	117	9	nuav	nuav	NOUN
ejpam-6869	117	10	)	)	PUNCT
ejpam-6869	117	11	for	for	ADP
ejpam-6869	117	12	5554	5554	NUM
ejpam-6869	117	13	elements	element	NOUN
ejpam-6869	117	14	showed	show	VERB
ejpam-6869	117	15	a	a	DET
ejpam-6869	117	16	slight	slight	ADJ
ejpam-6869	117	17	difference	difference	NOUN
ejpam-6869	117	18	,	,	PUNCT
ejpam-6869	117	19	in	in	ADP
ejpam-6869	117	20	contrast	contrast	NOUN
ejpam-6869	117	21	to	to	ADP
ejpam-6869	117	22	the	the	DET
ejpam-6869	117	23	results	result	NOUN
ejpam-6869	117	24	for	for	ADP
ejpam-6869	117	25	the	the	DET
ejpam-6869	117	26	7990	7990	NUM
ejpam-6869	117	27	elements	element	NOUN
ejpam-6869	117	28	.	.	PUNCT
ejpam-6869	118	1	therefore	therefore	ADV
ejpam-6869	118	2	,	,	PUNCT
ejpam-6869	118	3	the	the	DET
ejpam-6869	118	4	grid	grid	NOUN
ejpam-6869	118	5	sizes	size	NOUN
ejpam-6869	118	6	of	of	ADP
ejpam-6869	118	7	5554	5554	NUM
ejpam-6869	118	8	and	and	CCONJ
ejpam-6869	118	9	7990	7990	NUM
ejpam-6869	118	10	elements	element	NOUN
ejpam-6869	118	11	can	can	AUX
ejpam-6869	118	12	be	be	AUX
ejpam-6869	118	13	obtained	obtain	VERB
ejpam-6869	118	14	to	to	PART
ejpam-6869	118	15	get	get	VERB
ejpam-6869	118	16	accurate	accurate	ADJ
ejpam-6869	118	17	results	result	NOUN
ejpam-6869	118	18	,	,	PUNCT
ejpam-6869	118	19	and	and	CCONJ
ejpam-6869	118	20	7990	7990	NUM
ejpam-6869	118	21	triangle	triangle	NOUN
ejpam-6869	118	22	elements	element	NOUN
ejpam-6869	118	23	were	be	AUX
ejpam-6869	118	24	considered	consider	VERB
ejpam-6869	118	25	in	in	ADP
ejpam-6869	118	26	the	the	DET
ejpam-6869	118	27	simulation	simulation	NOUN
ejpam-6869	118	28	to	to	PART
ejpam-6869	118	29	generate	generate	VERB
ejpam-6869	118	30	the	the	DET
ejpam-6869	118	31	results	result	NOUN
ejpam-6869	118	32	.	.	PUNCT
ejpam-6869	119	1	table	table	NOUN
ejpam-6869	119	2	2	2	NUM
ejpam-6869	119	3	.	.	PUNCT
ejpam-6869	119	4	grid	grid	NOUN
ejpam-6869	119	5	sensitivity	sensitivity	NOUN
ejpam-6869	119	6	test	test	NOUN
ejpam-6869	119	7	at	at	ADP
ejpam-6869	119	8	ra	ra	PROPN
ejpam-6869	119	9	=	=	SYM
ejpam-6869	119	10	105	105	NUM
ejpam-6869	119	11	,	,	PUNCT
ejpam-6869	119	12	φn1	φn1	ADJ
ejpam-6869	119	13	=	=	SYM
ejpam-6869	119	14	0.02	0.02	NUM
ejpam-6869	119	15	,	,	PUNCT
ejpam-6869	119	16	φn2	φn2	NOUN
ejpam-6869	120	1	=	=	NOUN
ejpam-6869	120	2	0.02	0.02	NUM
ejpam-6869	120	3	,	,	PUNCT
ejpam-6869	120	4	pr	pr	NOUN
ejpam-6869	120	5	=	=	NOUN
ejpam-6869	120	6	11.25	11.25	NUM
ejpam-6869	120	7	,	,	PUNCT
ejpam-6869	120	8	ha	ha	INTJ
ejpam-6869	120	9	=	=	SYM
ejpam-6869	120	10	20	20	NUM
ejpam-6869	120	11	and	and	CCONJ
ejpam-6869	120	12	n	n	CCONJ
ejpam-6869	120	13	=	=	SYM
ejpam-6869	120	14	4	4	NUM
ejpam-6869	120	15	for	for	ADP
ejpam-6869	120	16	cu-(al2o3)/water(90%)-eg(10	cu-(al2o3)/water(90%)-eg(10	NOUN
ejpam-6869	120	17	%	%	NOUN
ejpam-6869	120	18	)	)	PUNCT
ejpam-6869	120	19	nanofluid	nanofluid	NOUN
ejpam-6869	120	20	at	at	ADP
ejpam-6869	120	21	the	the	DET
ejpam-6869	120	22	left	left	ADJ
ejpam-6869	120	23	wavy	wavy	ADJ
ejpam-6869	120	24	wall	wall	NOUN
ejpam-6869	120	25	of	of	ADP
ejpam-6869	120	26	the	the	DET
ejpam-6869	120	27	cavity	cavity	NOUN
ejpam-6869	120	28	.	.	PUNCT
ejpam-6869	121	1	elements	element	NOUN
ejpam-6869	121	2	3440	3440	NUM
ejpam-6869	121	3	5554	5554	NUM
ejpam-6869	121	4	7990	7990	NUM
ejpam-6869	121	5	18120	18120	NUM
ejpam-6869	121	6	nuav	nuav	NOUN
ejpam-6869	121	7	3.023	3.023	NUM
ejpam-6869	121	8	3.005	3.005	NUM
ejpam-6869	121	9	3.002	3.002	NUM
ejpam-6869	121	10	2.989	2.989	NUM
ejpam-6869	121	11	we	we	PRON
ejpam-6869	121	12	compared	compare	VERB
ejpam-6869	121	13	our	our	PRON
ejpam-6869	121	14	results	result	NOUN
ejpam-6869	121	15	for	for	ADP
ejpam-6869	121	16	the	the	DET
ejpam-6869	121	17	predetermined	predetermine	VERB
ejpam-6869	121	18	conditions	condition	NOUN
ejpam-6869	121	19	with	with	ADP
ejpam-6869	121	20	previously	previously	ADV
ejpam-6869	121	21	published	publish	VERB
ejpam-6869	121	22	results	result	NOUN
ejpam-6869	121	23	by	by	ADP
ejpam-6869	121	24	ghasemi	ghasemi	PROPN
ejpam-6869	121	25	et	et	PROPN
ejpam-6869	121	26	al	al	PROPN
ejpam-6869	121	27	.	.	PUNCT
ejpam-6869	122	1	[	[	X
ejpam-6869	122	2	35	35	NUM
ejpam-6869	122	3	]	]	PUNCT
ejpam-6869	122	4	.	.	PUNCT
ejpam-6869	123	1	for	for	ADP
ejpam-6869	123	2	this	this	DET
ejpam-6869	123	3	comparison	comparison	NOUN
ejpam-6869	123	4	,	,	PUNCT
ejpam-6869	123	5	we	we	PRON
ejpam-6869	123	6	selected	select	VERB
ejpam-6869	123	7	:	:	PUNCT
ejpam-6869	123	8	φn1	φn1	ADJ
ejpam-6869	123	9	=	=	SYM
ejpam-6869	123	10	0	0	NUM
ejpam-6869	123	11	,	,	PUNCT
ejpam-6869	123	12	φn2	φn2	NOUN
ejpam-6869	123	13	=	=	SYM
ejpam-6869	123	14	0	0	NUM
ejpam-6869	123	15	,	,	PUNCT
ejpam-6869	123	16	0.02	0.02	NUM
ejpam-6869	123	17	,	,	PUNCT
ejpam-6869	123	18	0.06	0.06	NUM
ejpam-6869	123	19	,	,	PUNCT
ejpam-6869	123	20	n	n	NOUN
ejpam-6869	123	21	=	=	SYM
ejpam-6869	123	22	0	0	NUM
ejpam-6869	123	23	for	for	ADP
ejpam-6869	123	24	calculating	calculate	VERB
ejpam-6869	123	25	the	the	DET
ejpam-6869	123	26	average	average	ADJ
ejpam-6869	123	27	nusselt	nusselt	NOUN
ejpam-6869	123	28	number	number	NOUN
ejpam-6869	123	29	presented	present	VERB
ejpam-6869	123	30	in	in	ADP
ejpam-6869	123	31	table	table	NOUN
ejpam-6869	123	32	3	3	NUM
ejpam-6869	123	33	.	.	PUNCT
ejpam-6869	124	1	in	in	ADP
ejpam-6869	124	2	both	both	DET
ejpam-6869	124	3	studies	study	NOUN
ejpam-6869	124	4	,	,	PUNCT
ejpam-6869	124	5	the	the	DET
ejpam-6869	124	6	average	average	ADJ
ejpam-6869	124	7	nusselt	nusselt	NOUN
ejpam-6869	124	8	number	number	NOUN
ejpam-6869	124	9	is	be	AUX
ejpam-6869	124	10	calculated	calculate	VERB
ejpam-6869	124	11	at	at	ADP
ejpam-6869	124	12	the	the	DET
ejpam-6869	124	13	heated	heated	ADJ
ejpam-6869	124	14	cavity	cavity	NOUN
ejpam-6869	124	15	wall	wall	NOUN
ejpam-6869	124	16	for	for	ADP
ejpam-6869	124	17	similar	similar	ADJ
ejpam-6869	124	18	buoyancy	buoyancy	NOUN
ejpam-6869	124	19	forces	force	NOUN
ejpam-6869	124	20	.	.	PUNCT
ejpam-6869	125	1	the	the	DET
ejpam-6869	125	2	current	current	ADJ
ejpam-6869	125	3	simulation	simulation	NOUN
ejpam-6869	125	4	results	result	NOUN
ejpam-6869	125	5	and	and	CCONJ
ejpam-6869	125	6	the	the	DET
ejpam-6869	125	7	results	result	NOUN
ejpam-6869	125	8	of	of	ADP
ejpam-6869	125	9	ghasemi	ghasemi	PROPN
ejpam-6869	125	10	et	et	PROPN
ejpam-6869	125	11	al	al	PROPN
ejpam-6869	125	12	.	.	PUNCT
ejpam-6869	126	1	[	[	X
ejpam-6869	126	2	35	35	NUM
ejpam-6869	126	3	]	]	PUNCT
ejpam-6869	126	4	agree	agree	VERB
ejpam-6869	126	5	very	very	ADV
ejpam-6869	126	6	closely	closely	ADV
ejpam-6869	126	7	.	.	PUNCT
ejpam-6869	127	1	the	the	DET
ejpam-6869	127	2	numerical	numerical	ADJ
ejpam-6869	127	3	results	result	NOUN
ejpam-6869	127	4	of	of	ADP
ejpam-6869	127	5	the	the	DET
ejpam-6869	127	6	study	study	NOUN
ejpam-6869	127	7	are	be	AUX
ejpam-6869	127	8	now	now	ADV
ejpam-6869	127	9	more	more	ADV
ejpam-6869	127	10	credible	credible	ADJ
ejpam-6869	127	11	and	and	CCONJ
ejpam-6869	127	12	have	have	AUX
ejpam-6869	127	13	been	be	AUX
ejpam-6869	127	14	further	far	ADV
ejpam-6869	127	15	validated	validate	VERB
ejpam-6869	127	16	.	.	PUNCT
ejpam-6869	128	1	table	table	NOUN
ejpam-6869	128	2	3	3	NUM
ejpam-6869	128	3	.	.	X
ejpam-6869	128	4	comparison	comparison	NOUN
ejpam-6869	128	5	between	between	ADP
ejpam-6869	128	6	the	the	DET
ejpam-6869	128	7	data	datum	NOUN
ejpam-6869	128	8	of	of	ADP
ejpam-6869	128	9	ghasemi	ghasemi	PROPN
ejpam-6869	128	10	et	et	PROPN
ejpam-6869	128	11	al	al	PROPN
ejpam-6869	128	12	.	.	PUNCT
ejpam-6869	129	1	[	[	X
ejpam-6869	129	2	35	35	NUM
ejpam-6869	129	3	]	]	PUNCT
ejpam-6869	129	4	and	and	CCONJ
ejpam-6869	129	5	the	the	DET
ejpam-6869	129	6	present	present	ADJ
ejpam-6869	129	7	work	work	NOUN
ejpam-6869	129	8	ra	ra	PROPN
ejpam-6869	129	9	φ	φ	PROPN
ejpam-6869	129	10	=	=	SYM
ejpam-6869	129	11	0	0	PROPN
ejpam-6869	129	12	φ	φ	NOUN
ejpam-6869	129	13	=	=	SYM
ejpam-6869	129	14	0.02	0.02	NUM
ejpam-6869	129	15	φ	φ	NOUN
ejpam-6869	129	16	=	=	SYM
ejpam-6869	129	17	0.06	0.06	NUM
ejpam-6869	129	18	present	present	ADJ
ejpam-6869	129	19	ghasemi	ghasemi	PROPN
ejpam-6869	129	20	et	et	PROPN
ejpam-6869	129	21	al	al	PROPN
ejpam-6869	129	22	.	.	PUNCT
ejpam-6869	130	1	[	[	X
ejpam-6869	130	2	35	35	NUM
ejpam-6869	130	3	]	]	X
ejpam-6869	130	4	present	present	ADJ
ejpam-6869	130	5	ghasemi	ghasemi	PROPN
ejpam-6869	130	6	et	et	PROPN
ejpam-6869	130	7	al	al	PROPN
ejpam-6869	130	8	.	.	PUNCT
ejpam-6869	131	1	[	[	X
ejpam-6869	131	2	35	35	NUM
ejpam-6869	131	3	]	]	X
ejpam-6869	131	4	present	present	ADJ
ejpam-6869	131	5	ghasemi	ghasemi	PROPN
ejpam-6869	131	6	et	et	PROPN
ejpam-6869	131	7	al	al	PROPN
ejpam-6869	131	8	.	.	PUNCT
ejpam-6869	132	1	[	[	X
ejpam-6869	132	2	35	35	NUM
ejpam-6869	132	3	]	]	SYM
ejpam-6869	132	4	103	103	NUM
ejpam-6869	132	5	1.002	1.002	NUM
ejpam-6869	132	6	1.001	1.001	NUM
ejpam-6869	132	7	1.060	1.060	NUM
ejpam-6869	132	8	1.160	1.160	NUM
ejpam-6869	132	9	1.184	1.184	NUM
ejpam-6869	132	10	1.184	1.184	NUM
ejpam-6869	132	11	104	104	NUM
ejpam-6869	132	12	1.181	1.181	NUM
ejpam-6869	132	13	1.179	1.179	NUM
ejpam-6869	132	14	1.224	1.224	NUM
ejpam-6869	132	15	1.302	1.302	NUM
ejpam-6869	132	16	1.319	1.319	NUM
ejpam-6869	132	17	1.291	1.291	NUM
ejpam-6869	132	18	105	105	NUM
ejpam-6869	132	19	3.137	3.137	NUM
ejpam-6869	132	20	3.151	3.151	NUM
ejpam-6869	132	21	3.180	3.180	NUM
ejpam-6869	132	22	3.138	3.138	NUM
ejpam-6869	132	23	3.259	3.259	NUM
ejpam-6869	132	24	3.108	3.108	NUM
ejpam-6869	132	25	106	106	NUM
ejpam-6869	132	26	7.82	7.82	NUM
ejpam-6869	132	27	7.907	7.907	NUM
ejpam-6869	132	28	7.965	7.965	NUM
ejpam-6869	132	29	7.979	7.979	NUM
ejpam-6869	132	30	8.230	8.230	NUM
ejpam-6869	132	31	8.098	8.098	NUM
ejpam-6869	132	32	k.	k.	NOUN
ejpam-6869	132	33	al	al	PROPN
ejpam-6869	132	34	kalbani	kalbani	PROPN
ejpam-6869	132	35	et	et	PROPN
ejpam-6869	132	36	al	al	PROPN
ejpam-6869	132	37	.	.	PUNCT
ejpam-6869	132	38	/	/	SYM
ejpam-6869	132	39	eur	eur	PROPN
ejpam-6869	132	40	.	.	PUNCT
ejpam-6869	133	1	j.	j.	PROPN
ejpam-6869	133	2	pure	pure	PROPN
ejpam-6869	133	3	appl	appl	PROPN
ejpam-6869	133	4	.	.	PROPN
ejpam-6869	133	5	math	math	PROPN
ejpam-6869	133	6	,	,	PUNCT
ejpam-6869	133	7	18	18	NUM
ejpam-6869	133	8	(	(	PUNCT
ejpam-6869	133	9	4	4	NUM
ejpam-6869	133	10	)	)	PUNCT
ejpam-6869	133	11	(	(	PUNCT
ejpam-6869	133	12	2025	2025	NUM
ejpam-6869	133	13	)	)	PUNCT
ejpam-6869	133	14	,	,	PUNCT
ejpam-6869	133	15	6869	6869	NUM
ejpam-6869	133	16	8	8	NUM
ejpam-6869	133	17	of	of	ADP
ejpam-6869	133	18	20	20	NUM
ejpam-6869	133	19	1	1	NUM
ejpam-6869	133	20	.	.	PUNCT
ejpam-6869	133	21	results	result	NOUN
ejpam-6869	133	22	and	and	CCONJ
ejpam-6869	133	23	discussion	discussion	NOUN
ejpam-6869	133	24	to	to	PART
ejpam-6869	133	25	investigate	investigate	VERB
ejpam-6869	133	26	the	the	DET
ejpam-6869	133	27	thermal	thermal	ADJ
ejpam-6869	133	28	and	and	CCONJ
ejpam-6869	133	29	flow	flow	NOUN
ejpam-6869	133	30	behavior	behavior	NOUN
ejpam-6869	133	31	of	of	ADP
ejpam-6869	133	32	hybrid	hybrid	NOUN
ejpam-6869	133	33	nanofluids	nanofluid	NOUN
ejpam-6869	133	34	in	in	ADP
ejpam-6869	133	35	a	a	DET
ejpam-6869	133	36	wavy	wavy	ADJ
ejpam-6869	133	37	enclosure	enclosure	NOUN
ejpam-6869	133	38	,	,	PUNCT
ejpam-6869	133	39	a	a	DET
ejpam-6869	133	40	series	series	NOUN
ejpam-6869	133	41	of	of	ADP
ejpam-6869	133	42	numerical	numerical	ADJ
ejpam-6869	133	43	simulations	simulation	NOUN
ejpam-6869	133	44	was	be	AUX
ejpam-6869	133	45	conducted	conduct	VERB
ejpam-6869	133	46	under	under	ADP
ejpam-6869	133	47	various	various	ADJ
ejpam-6869	133	48	physical	physical	ADJ
ejpam-6869	133	49	parameters	parameter	NOUN
ejpam-6869	133	50	.	.	PUNCT
ejpam-6869	134	1	isotherm	isotherm	PROPN
ejpam-6869	134	2	distributions	distribution	NOUN
ejpam-6869	134	3	were	be	AUX
ejpam-6869	134	4	analyzed	analyze	VERB
ejpam-6869	134	5	for	for	ADP
ejpam-6869	134	6	rayleigh	rayleigh	PROPN
ejpam-6869	134	7	numbers	number	NOUN
ejpam-6869	134	8	ranging	range	VERB
ejpam-6869	134	9	from	from	ADP
ejpam-6869	134	10	104	104	NUM
ejpam-6869	134	11	to	to	ADP
ejpam-6869	134	12	106	106	NUM
ejpam-6869	134	13	,	,	PUNCT
ejpam-6869	134	14	considering	consider	VERB
ejpam-6869	134	15	different	different	ADJ
ejpam-6869	134	16	base	base	NOUN
ejpam-6869	134	17	fluid	fluid	NOUN
ejpam-6869	134	18	compositions	composition	NOUN
ejpam-6869	134	19	of	of	ADP
ejpam-6869	134	20	water	water	NOUN
ejpam-6869	134	21	and	and	CCONJ
ejpam-6869	134	22	ethylene	ethylene	NOUN
ejpam-6869	134	23	glycol	glycol	NOUN
ejpam-6869	134	24	:	:	PUNCT
ejpam-6869	134	25	50	50	NUM
ejpam-6869	134	26	%	%	NOUN
ejpam-6869	134	27	−	−	PROPN
ejpam-6869	134	28	50	50	NUM
ejpam-6869	134	29	%	%	NOUN
ejpam-6869	134	30	,	,	PUNCT
ejpam-6869	134	31	60	60	NUM
ejpam-6869	134	32	%	%	NOUN
ejpam-6869	134	33	−	−	NUM
ejpam-6869	134	34	40	40	NUM
ejpam-6869	134	35	%	%	NOUN
ejpam-6869	134	36	,	,	PUNCT
ejpam-6869	134	37	80	80	NUM
ejpam-6869	134	38	%	%	NOUN
ejpam-6869	134	39	−	−	PROPN
ejpam-6869	134	40	20	20	NUM
ejpam-6869	134	41	%	%	NOUN
ejpam-6869	134	42	,	,	PUNCT
ejpam-6869	134	43	90	90	NUM
ejpam-6869	134	44	%	%	NOUN
ejpam-6869	134	45	−	−	NUM
ejpam-6869	134	46	10	10	NUM
ejpam-6869	134	47	%	%	NOUN
ejpam-6869	134	48	,	,	PUNCT
ejpam-6869	134	49	and	and	CCONJ
ejpam-6869	134	50	95	95	NUM
ejpam-6869	134	51	%	%	NOUN
ejpam-6869	134	52	−	−	NUM
ejpam-6869	134	53	5	5	NUM
ejpam-6869	134	54	%	%	NOUN
ejpam-6869	134	55	.	.	PUNCT
ejpam-6869	135	1	the	the	DET
ejpam-6869	135	2	mixture	mixture	NOUN
ejpam-6869	135	3	with	with	ADP
ejpam-6869	135	4	equal	equal	ADJ
ejpam-6869	135	5	proportions	proportion	NOUN
ejpam-6869	135	6	(	(	PUNCT
ejpam-6869	135	7	50%−50	50%−50	NUM
ejpam-6869	135	8	%	%	NOUN
ejpam-6869	135	9	)	)	PUNCT
ejpam-6869	135	10	was	be	AUX
ejpam-6869	135	11	adopted	adopt	VERB
ejpam-6869	135	12	as	as	ADP
ejpam-6869	135	13	the	the	DET
ejpam-6869	135	14	reference	reference	NOUN
ejpam-6869	135	15	base	base	NOUN
ejpam-6869	135	16	fluid	fluid	NOUN
ejpam-6869	135	17	for	for	ADP
ejpam-6869	135	18	comparative	comparative	ADJ
ejpam-6869	135	19	analysis	analysis	NOUN
ejpam-6869	135	20	.	.	PUNCT
ejpam-6869	136	1	subsequent	subsequent	ADJ
ejpam-6869	136	2	results	result	NOUN
ejpam-6869	136	3	show	show	VERB
ejpam-6869	136	4	the	the	DET
ejpam-6869	136	5	total	total	ADJ
ejpam-6869	136	6	heat	heat	NOUN
ejpam-6869	136	7	flux	flux	NOUN
ejpam-6869	136	8	magnitude	magnitude	NOUN
ejpam-6869	136	9	along	along	ADP
ejpam-6869	136	10	the	the	DET
ejpam-6869	136	11	heated	heated	ADJ
ejpam-6869	136	12	wall	wall	NOUN
ejpam-6869	136	13	for	for	ADP
ejpam-6869	136	14	different	different	ADJ
ejpam-6869	136	15	rayleigh	rayleigh	NOUN
ejpam-6869	136	16	numbers	number	NOUN
ejpam-6869	136	17	and	and	CCONJ
ejpam-6869	136	18	nanoparticle	nanoparticle	NOUN
ejpam-6869	136	19	concentrations	concentration	NOUN
ejpam-6869	136	20	.	.	PUNCT
ejpam-6869	137	1	copper	copper	NOUN
ejpam-6869	137	2	and	and	CCONJ
ejpam-6869	137	3	aluminum	aluminum	NOUN
ejpam-6869	137	4	oxide	oxide	NOUN
ejpam-6869	137	5	nanoparticles	nanoparticle	NOUN
ejpam-6869	137	6	were	be	AUX
ejpam-6869	137	7	introduced	introduce	VERB
ejpam-6869	137	8	in	in	ADP
ejpam-6869	137	9	different	different	ADJ
ejpam-6869	137	10	volume	volume	NOUN
ejpam-6869	137	11	fractions	fraction	NOUN
ejpam-6869	137	12	to	to	PART
ejpam-6869	137	13	evaluate	evaluate	VERB
ejpam-6869	137	14	their	their	PRON
ejpam-6869	137	15	respective	respective	ADJ
ejpam-6869	137	16	influences	influence	NOUN
ejpam-6869	137	17	on	on	ADP
ejpam-6869	137	18	heat	heat	NOUN
ejpam-6869	137	19	transfer	transfer	NOUN
ejpam-6869	137	20	characteristics	characteristic	NOUN
ejpam-6869	137	21	.	.	PUNCT
ejpam-6869	138	1	moreover	moreover	ADV
ejpam-6869	138	2	,	,	PUNCT
ejpam-6869	138	3	the	the	DET
ejpam-6869	138	4	effect	effect	NOUN
ejpam-6869	138	5	of	of	ADP
ejpam-6869	138	6	an	an	DET
ejpam-6869	138	7	externally	externally	ADV
ejpam-6869	138	8	applied	apply	VERB
ejpam-6869	138	9	magnetic	magnetic	ADJ
ejpam-6869	138	10	field	field	NOUN
ejpam-6869	138	11	on	on	ADP
ejpam-6869	138	12	flow	flow	NOUN
ejpam-6869	138	13	structure	structure	NOUN
ejpam-6869	138	14	and	and	CCONJ
ejpam-6869	138	15	heat	heat	NOUN
ejpam-6869	138	16	transfer	transfer	NOUN
ejpam-6869	138	17	was	be	AUX
ejpam-6869	138	18	examined	examine	VERB
ejpam-6869	138	19	.	.	PUNCT
ejpam-6869	139	1	the	the	DET
ejpam-6869	139	2	average	average	ADJ
ejpam-6869	139	3	nusselt	nusselt	NOUN
ejpam-6869	139	4	number	number	NOUN
ejpam-6869	139	5	was	be	AUX
ejpam-6869	139	6	computed	compute	VERB
ejpam-6869	139	7	for	for	ADP
ejpam-6869	139	8	each	each	DET
ejpam-6869	139	9	base	base	ADJ
ejpam-6869	139	10	fluid	fluid	NOUN
ejpam-6869	139	11	composition	composition	NOUN
ejpam-6869	139	12	across	across	ADP
ejpam-6869	139	13	a	a	DET
ejpam-6869	139	14	range	range	NOUN
ejpam-6869	139	15	of	of	ADP
ejpam-6869	139	16	rayleigh	rayleigh	PROPN
ejpam-6869	139	17	numbers	number	NOUN
ejpam-6869	139	18	and	and	CCONJ
ejpam-6869	139	19	subsequently	subsequently	ADV
ejpam-6869	139	20	evaluated	evaluate	VERB
ejpam-6869	139	21	for	for	ADP
ejpam-6869	139	22	varying	vary	VERB
ejpam-6869	139	23	concentrations	concentration	NOUN
ejpam-6869	139	24	of	of	ADP
ejpam-6869	139	25	one	one	NUM
ejpam-6869	139	26	type	type	NOUN
ejpam-6869	139	27	of	of	ADP
ejpam-6869	139	28	nanoparticle	nanoparticle	NOUN
ejpam-6869	139	29	while	while	SCONJ
ejpam-6869	139	30	keeping	keep	VERB
ejpam-6869	139	31	the	the	DET
ejpam-6869	139	32	other	other	ADJ
ejpam-6869	139	33	type	type	NOUN
ejpam-6869	139	34	constant	constant	ADJ
ejpam-6869	139	35	.	.	PUNCT
ejpam-6869	140	1	these	these	DET
ejpam-6869	140	2	comprehensive	comprehensive	ADJ
ejpam-6869	140	3	simulations	simulation	NOUN
ejpam-6869	140	4	aim	aim	VERB
ejpam-6869	140	5	to	to	PART
ejpam-6869	140	6	elucidate	elucidate	VERB
ejpam-6869	140	7	the	the	DET
ejpam-6869	140	8	interplay	interplay	NOUN
ejpam-6869	140	9	between	between	ADP
ejpam-6869	140	10	thermal	thermal	ADJ
ejpam-6869	140	11	buoyancy	buoyancy	NOUN
ejpam-6869	140	12	,	,	PUNCT
ejpam-6869	140	13	magnetic	magnetic	ADJ
ejpam-6869	140	14	forces	force	NOUN
ejpam-6869	140	15	,	,	PUNCT
ejpam-6869	140	16	and	and	CCONJ
ejpam-6869	140	17	nanoparticle	nanoparticle	NOUN
ejpam-6869	140	18	-	-	PUNCT
ejpam-6869	140	19	enhanced	enhance	VERB
ejpam-6869	140	20	conductivity	conductivity	NOUN
ejpam-6869	140	21	in	in	ADP
ejpam-6869	140	22	complex	complex	ADJ
ejpam-6869	140	23	enclosures	enclosure	NOUN
ejpam-6869	140	24	.	.	PUNCT
ejpam-6869	141	1	fig	fig	NOUN
ejpam-6869	141	2	.	.	PUNCT
ejpam-6869	142	1	2	2	NUM
ejpam-6869	142	2	depicts	depict	VERB
ejpam-6869	142	3	the	the	DET
ejpam-6869	142	4	streamlines	streamline	NOUN
ejpam-6869	142	5	within	within	ADP
ejpam-6869	142	6	the	the	DET
ejpam-6869	142	7	wavy	wavy	ADJ
ejpam-6869	142	8	enclosure	enclosure	NOUN
ejpam-6869	142	9	for	for	ADP
ejpam-6869	142	10	different	different	ADJ
ejpam-6869	142	11	rayleigh	rayleigh	NOUN
ejpam-6869	142	12	numbers	number	NOUN
ejpam-6869	142	13	(	(	PUNCT
ejpam-6869	142	14	ra	ra	NOUN
ejpam-6869	142	15	=	=	SYM
ejpam-6869	142	16	104	104	NUM
ejpam-6869	142	17	,	,	PUNCT
ejpam-6869	142	18	105	105	NUM
ejpam-6869	142	19	,	,	PUNCT
ejpam-6869	142	20	106	106	NUM
ejpam-6869	142	21	)	)	PUNCT
ejpam-6869	142	22	and	and	CCONJ
ejpam-6869	142	23	varying	vary	VERB
ejpam-6869	142	24	water	water	NOUN
ejpam-6869	142	25	–	–	PUNCT
ejpam-6869	142	26	ethylene	ethylene	NOUN
ejpam-6869	142	27	glycol	glycol	NOUN
ejpam-6869	142	28	compositions	composition	NOUN
ejpam-6869	142	29	,	,	PUNCT
ejpam-6869	142	30	while	while	SCONJ
ejpam-6869	142	31	keeping	keep	VERB
ejpam-6869	142	32	the	the	DET
ejpam-6869	142	33	nanoparticle	nanoparticle	NOUN
ejpam-6869	142	34	volume	volume	NOUN
ejpam-6869	142	35	fractions	fraction	NOUN
ejpam-6869	142	36	constant	constant	ADJ
ejpam-6869	142	37	(	(	PUNCT
ejpam-6869	142	38	ϕn1	ϕn1	ADJ
ejpam-6869	142	39	=	=	SYM
ejpam-6869	142	40	0.02	0.02	NUM
ejpam-6869	142	41	for	for	ADP
ejpam-6869	142	42	cu	cu	PROPN
ejpam-6869	142	43	,	,	PUNCT
ejpam-6869	142	44	ϕn2	ϕn2	X
ejpam-6869	143	1	=	=	NOUN
ejpam-6869	143	2	0.02	0.02	NUM
ejpam-6869	143	3	for	for	ADP
ejpam-6869	143	4	al2o3	al2o3	NOUN
ejpam-6869	143	5	)	)	PUNCT
ejpam-6869	144	1	and	and	CCONJ
ejpam-6869	144	2	maintaining	maintain	VERB
ejpam-6869	144	3	a	a	DET
ejpam-6869	144	4	fixed	fix	VERB
ejpam-6869	144	5	hartmann	hartmann	PROPN
ejpam-6869	144	6	number	number	NOUN
ejpam-6869	144	7	(	(	PUNCT
ejpam-6869	144	8	ha	ha	INTJ
ejpam-6869	144	9	=	=	NOUN
ejpam-6869	144	10	20	20	NUM
ejpam-6869	144	11	)	)	PUNCT
ejpam-6869	144	12	.	.	PUNCT
ejpam-6869	145	1	for	for	ADP
ejpam-6869	145	2	ra	ra	PROPN
ejpam-6869	145	3	=	=	SYM
ejpam-6869	145	4	104	104	NUM
ejpam-6869	145	5	,	,	PUNCT
ejpam-6869	145	6	the	the	DET
ejpam-6869	145	7	streamlines	streamline	NOUN
ejpam-6869	145	8	are	be	AUX
ejpam-6869	145	9	concentrated	concentrate	VERB
ejpam-6869	145	10	along	along	ADP
ejpam-6869	145	11	all	all	DET
ejpam-6869	145	12	four	four	NUM
ejpam-6869	145	13	walls	wall	NOUN
ejpam-6869	145	14	,	,	PUNCT
ejpam-6869	145	15	with	with	ADP
ejpam-6869	145	16	a	a	DET
ejpam-6869	145	17	higher	high	ADJ
ejpam-6869	145	18	density	density	NOUN
ejpam-6869	145	19	near	near	ADP
ejpam-6869	145	20	the	the	DET
ejpam-6869	145	21	right	right	NOUN
ejpam-6869	145	22	and	and	CCONJ
ejpam-6869	145	23	left	leave	VERB
ejpam-6869	145	24	vertical	vertical	ADJ
ejpam-6869	145	25	walls	wall	NOUN
ejpam-6869	145	26	,	,	PUNCT
ejpam-6869	145	27	indicating	indicate	VERB
ejpam-6869	145	28	the	the	DET
ejpam-6869	145	29	dominance	dominance	NOUN
ejpam-6869	145	30	of	of	ADP
ejpam-6869	145	31	conduction	conduction	NOUN
ejpam-6869	145	32	with	with	ADP
ejpam-6869	145	33	weak	weak	ADJ
ejpam-6869	145	34	convection	convection	NOUN
ejpam-6869	145	35	.	.	PUNCT
ejpam-6869	146	1	a	a	DET
ejpam-6869	146	2	single	single	ADJ
ejpam-6869	146	3	clockwise	clockwise	NOUN
ejpam-6869	146	4	rotating	rotate	VERB
ejpam-6869	146	5	cell	cell	NOUN
ejpam-6869	146	6	forms	form	NOUN
ejpam-6869	146	7	at	at	ADP
ejpam-6869	146	8	the	the	DET
ejpam-6869	146	9	cavity	cavity	NOUN
ejpam-6869	146	10	center	center	NOUN
ejpam-6869	146	11	as	as	SCONJ
ejpam-6869	146	12	buoyancy	buoyancy	NOUN
ejpam-6869	146	13	forces	force	NOUN
ejpam-6869	146	14	begin	begin	VERB
ejpam-6869	146	15	to	to	PART
ejpam-6869	146	16	overcome	overcome	VERB
ejpam-6869	146	17	viscous	viscous	ADJ
ejpam-6869	146	18	resistance	resistance	NOUN
ejpam-6869	146	19	,	,	PUNCT
ejpam-6869	146	20	establishing	establish	VERB
ejpam-6869	146	21	a	a	DET
ejpam-6869	146	22	stable	stable	ADJ
ejpam-6869	146	23	and	and	CCONJ
ejpam-6869	146	24	symmetric	symmetric	ADJ
ejpam-6869	146	25	circulation	circulation	NOUN
ejpam-6869	146	26	pattern	pattern	NOUN
ejpam-6869	146	27	.	.	PUNCT
ejpam-6869	147	1	when	when	SCONJ
ejpam-6869	147	2	ra	ra	PROPN
ejpam-6869	147	3	increases	increase	VERB
ejpam-6869	147	4	to	to	ADP
ejpam-6869	147	5	105	105	NUM
ejpam-6869	147	6	,	,	PUNCT
ejpam-6869	147	7	the	the	DET
ejpam-6869	147	8	buoyancy	buoyancy	ADJ
ejpam-6869	147	9	effect	effect	NOUN
ejpam-6869	147	10	becomes	become	VERB
ejpam-6869	147	11	stronger	strong	ADJ
ejpam-6869	147	12	relative	relative	ADJ
ejpam-6869	147	13	to	to	ADP
ejpam-6869	147	14	viscous	viscous	ADJ
ejpam-6869	147	15	and	and	CCONJ
ejpam-6869	147	16	magnetic	magnetic	ADJ
ejpam-6869	147	17	damping	damp	VERB
ejpam-6869	147	18	forces	force	NOUN
ejpam-6869	147	19	,	,	PUNCT
ejpam-6869	147	20	leading	lead	VERB
ejpam-6869	147	21	to	to	ADP
ejpam-6869	147	22	thinner	thin	ADJ
ejpam-6869	147	23	thermal	thermal	ADJ
ejpam-6869	147	24	and	and	CCONJ
ejpam-6869	147	25	velocity	velocity	NOUN
ejpam-6869	147	26	boundary	boundary	ADJ
ejpam-6869	147	27	layers	layer	NOUN
ejpam-6869	147	28	and	and	CCONJ
ejpam-6869	147	29	an	an	DET
ejpam-6869	147	30	increase	increase	NOUN
ejpam-6869	147	31	in	in	ADP
ejpam-6869	147	32	streamline	streamline	ADJ
ejpam-6869	147	33	density	density	NOUN
ejpam-6869	147	34	along	along	ADP
ejpam-6869	147	35	the	the	DET
ejpam-6869	147	36	vertical	vertical	ADJ
ejpam-6869	147	37	walls	wall	NOUN
ejpam-6869	147	38	.	.	PUNCT
ejpam-6869	148	1	the	the	DET
ejpam-6869	148	2	central	central	ADJ
ejpam-6869	148	3	vortex	vortex	NOUN
ejpam-6869	148	4	elongates	elongate	VERB
ejpam-6869	148	5	diagonally	diagonally	ADV
ejpam-6869	148	6	,	,	PUNCT
ejpam-6869	148	7	reflecting	reflect	VERB
ejpam-6869	148	8	enhanced	enhanced	ADJ
ejpam-6869	148	9	convective	convective	ADJ
ejpam-6869	148	10	transport	transport	NOUN
ejpam-6869	148	11	and	and	CCONJ
ejpam-6869	148	12	stronger	strong	ADJ
ejpam-6869	148	13	coupling	coupling	NOUN
ejpam-6869	148	14	between	between	ADP
ejpam-6869	148	15	the	the	DET
ejpam-6869	148	16	upward	upward	ADJ
ejpam-6869	148	17	and	and	CCONJ
ejpam-6869	148	18	downward	downward	ADJ
ejpam-6869	148	19	streams	stream	NOUN
ejpam-6869	148	20	adjacent	adjacent	ADJ
ejpam-6869	148	21	to	to	ADP
ejpam-6869	148	22	the	the	DET
ejpam-6869	148	23	hot	hot	ADJ
ejpam-6869	148	24	and	and	CCONJ
ejpam-6869	148	25	cold	cold	ADJ
ejpam-6869	148	26	walls	wall	NOUN
ejpam-6869	148	27	.	.	PUNCT
ejpam-6869	149	1	as	as	SCONJ
ejpam-6869	149	2	ra	ra	PROPN
ejpam-6869	149	3	reaches	reach	VERB
ejpam-6869	149	4	106	106	NUM
ejpam-6869	149	5	,	,	PUNCT
ejpam-6869	149	6	the	the	DET
ejpam-6869	149	7	flow	flow	NOUN
ejpam-6869	149	8	becomes	become	VERB
ejpam-6869	149	9	highly	highly	ADV
ejpam-6869	149	10	convective	convective	ADJ
ejpam-6869	149	11	,	,	PUNCT
ejpam-6869	149	12	with	with	ADP
ejpam-6869	149	13	two	two	NUM
ejpam-6869	149	14	secondary	secondary	ADJ
ejpam-6869	149	15	vortices	vortex	NOUN
ejpam-6869	149	16	developing	develop	VERB
ejpam-6869	149	17	near	near	ADP
ejpam-6869	149	18	the	the	DET
ejpam-6869	149	19	upper	upper	ADJ
ejpam-6869	149	20	-	-	PUNCT
ejpam-6869	149	21	right	right	ADJ
ejpam-6869	149	22	and	and	CCONJ
ejpam-6869	149	23	lower	lower	ADV
ejpam-6869	149	24	-	-	PUNCT
ejpam-6869	149	25	left	leave	VERB
ejpam-6869	149	26	corners	corner	NOUN
ejpam-6869	149	27	,	,	PUNCT
ejpam-6869	149	28	and	and	CCONJ
ejpam-6869	149	29	irregular	irregular	ADJ
ejpam-6869	149	30	motion	motion	NOUN
ejpam-6869	149	31	appearing	appear	VERB
ejpam-6869	149	32	in	in	ADP
ejpam-6869	149	33	the	the	DET
ejpam-6869	149	34	central	central	ADJ
ejpam-6869	149	35	region	region	NOUN
ejpam-6869	149	36	.	.	PUNCT
ejpam-6869	150	1	this	this	DET
ejpam-6869	150	2	behavior	behavior	NOUN
ejpam-6869	150	3	signifies	signify	VERB
ejpam-6869	150	4	the	the	DET
ejpam-6869	150	5	transition	transition	NOUN
ejpam-6869	150	6	toward	toward	ADP
ejpam-6869	150	7	a	a	DET
ejpam-6869	150	8	multi	multi	ADJ
ejpam-6869	150	9	-	-	ADJ
ejpam-6869	150	10	cellular	cellular	ADJ
ejpam-6869	150	11	and	and	CCONJ
ejpam-6869	150	12	partially	partially	ADV
ejpam-6869	150	13	unstable	unstable	ADJ
ejpam-6869	150	14	regime	regime	NOUN
ejpam-6869	150	15	,	,	PUNCT
ejpam-6869	150	16	where	where	SCONJ
ejpam-6869	150	17	buoyancy	buoyancy	NOUN
ejpam-6869	150	18	-	-	PUNCT
ejpam-6869	150	19	driven	drive	VERB
ejpam-6869	150	20	inertia	inertia	NOUN
ejpam-6869	150	21	starts	start	VERB
ejpam-6869	150	22	to	to	PART
ejpam-6869	150	23	dominate	dominate	VERB
ejpam-6869	150	24	despite	despite	SCONJ
ejpam-6869	150	25	the	the	DET
ejpam-6869	150	26	magnetic	magnetic	ADJ
ejpam-6869	150	27	damping	damping	NOUN
ejpam-6869	150	28	.	.	PUNCT
ejpam-6869	151	1	furthermore	furthermore	ADV
ejpam-6869	151	2	,	,	PUNCT
ejpam-6869	151	3	varying	vary	VERB
ejpam-6869	151	4	the	the	DET
ejpam-6869	151	5	water	water	NOUN
ejpam-6869	151	6	–	–	PUNCT
ejpam-6869	151	7	eg	eg	NOUN
ejpam-6869	151	8	mixing	mix	VERB
ejpam-6869	151	9	ratio	ratio	NOUN
ejpam-6869	151	10	did	do	AUX
ejpam-6869	151	11	not	not	PART
ejpam-6869	151	12	noticeably	noticeably	ADV
ejpam-6869	151	13	alter	alter	VERB
ejpam-6869	151	14	the	the	DET
ejpam-6869	151	15	streamline	streamline	NOUN
ejpam-6869	151	16	topology	topology	NOUN
ejpam-6869	151	17	,	,	PUNCT
ejpam-6869	151	18	implying	imply	VERB
ejpam-6869	151	19	that	that	SCONJ
ejpam-6869	151	20	the	the	DET
ejpam-6869	151	21	overall	overall	ADJ
ejpam-6869	151	22	flow	flow	NOUN
ejpam-6869	151	23	structure	structure	NOUN
ejpam-6869	151	24	is	be	AUX
ejpam-6869	151	25	primarily	primarily	ADV
ejpam-6869	151	26	governed	govern	VERB
ejpam-6869	151	27	by	by	ADP
ejpam-6869	151	28	buoyancy	buoyancy	NOUN
ejpam-6869	151	29	and	and	CCONJ
ejpam-6869	151	30	magnetic	magnetic	ADJ
ejpam-6869	151	31	effects	effect	NOUN
ejpam-6869	151	32	rather	rather	ADV
ejpam-6869	151	33	than	than	ADP
ejpam-6869	151	34	by	by	ADP
ejpam-6869	151	35	modest	modest	ADJ
ejpam-6869	151	36	variations	variation	NOUN
ejpam-6869	151	37	in	in	ADP
ejpam-6869	151	38	fluid	fluid	ADJ
ejpam-6869	151	39	thermophysical	thermophysical	ADJ
ejpam-6869	151	40	properties	property	NOUN
ejpam-6869	151	41	.	.	PUNCT
ejpam-6869	152	1	the	the	DET
ejpam-6869	152	2	rayleigh	rayleigh	PROPN
ejpam-6869	152	3	number	number	NOUN
ejpam-6869	152	4	dictates	dictate	VERB
ejpam-6869	152	5	the	the	DET
ejpam-6869	152	6	strength	strength	NOUN
ejpam-6869	152	7	and	and	CCONJ
ejpam-6869	152	8	pattern	pattern	NOUN
ejpam-6869	152	9	of	of	ADP
ejpam-6869	152	10	convection	convection	NOUN
ejpam-6869	152	11	,	,	PUNCT
ejpam-6869	152	12	while	while	SCONJ
ejpam-6869	152	13	the	the	DET
ejpam-6869	152	14	hartmann	hartmann	PROPN
ejpam-6869	152	15	number	number	NOUN
ejpam-6869	152	16	(	(	PUNCT
ejpam-6869	152	17	ha	ha	INTJ
ejpam-6869	152	18	=	=	SYM
ejpam-6869	152	19	20	20	NUM
ejpam-6869	152	20	)	)	PUNCT
ejpam-6869	152	21	acts	act	VERB
ejpam-6869	152	22	to	to	PART
ejpam-6869	152	23	moderate	moderate	VERB
ejpam-6869	152	24	the	the	DET
ejpam-6869	152	25	flow	flow	NOUN
ejpam-6869	152	26	intensity	intensity	NOUN
ejpam-6869	152	27	without	without	ADP
ejpam-6869	152	28	changing	change	VERB
ejpam-6869	152	29	the	the	DET
ejpam-6869	152	30	fundamental	fundamental	ADJ
ejpam-6869	152	31	circulation	circulation	NOUN
ejpam-6869	152	32	structure	structure	NOUN
ejpam-6869	152	33	.	.	PUNCT
ejpam-6869	153	1	k.	k.	PROPN
ejpam-6869	153	2	al	al	PROPN
ejpam-6869	153	3	kalbani	kalbani	PROPN
ejpam-6869	153	4	et	et	PROPN
ejpam-6869	153	5	al	al	PROPN
ejpam-6869	153	6	.	.	PUNCT
ejpam-6869	153	7	/	/	SYM
ejpam-6869	153	8	eur	eur	PROPN
ejpam-6869	153	9	.	.	PUNCT
ejpam-6869	154	1	j.	j.	PROPN
ejpam-6869	154	2	pure	pure	PROPN
ejpam-6869	154	3	appl	appl	PROPN
ejpam-6869	154	4	.	.	PROPN
ejpam-6869	154	5	math	math	PROPN
ejpam-6869	154	6	,	,	PUNCT
ejpam-6869	154	7	18	18	NUM
ejpam-6869	154	8	(	(	PUNCT
ejpam-6869	154	9	4	4	NUM
ejpam-6869	154	10	)	)	PUNCT
ejpam-6869	154	11	(	(	PUNCT
ejpam-6869	154	12	2025	2025	NUM
ejpam-6869	154	13	)	)	PUNCT
ejpam-6869	154	14	,	,	PUNCT
ejpam-6869	154	15	6869	6869	NUM
ejpam-6869	154	16	9	9	NUM
ejpam-6869	154	17	of	of	ADP
ejpam-6869	154	18	20	20	NUM
ejpam-6869	154	19	fig	fig	NOUN
ejpam-6869	154	20	.	.	PUNCT
ejpam-6869	155	1	3	3	NUM
ejpam-6869	155	2	illustrates	illustrate	VERB
ejpam-6869	155	3	the	the	DET
ejpam-6869	155	4	temperature	temperature	NOUN
ejpam-6869	155	5	contours	contours	NOUN
ejpam-6869	155	6	(	(	PUNCT
ejpam-6869	155	7	isotherms	isotherm	NOUN
ejpam-6869	155	8	)	)	PUNCT
ejpam-6869	155	9	within	within	ADP
ejpam-6869	155	10	the	the	DET
ejpam-6869	155	11	wavy	wavy	ADJ
ejpam-6869	155	12	enclosure	enclosure	NOUN
ejpam-6869	155	13	for	for	ADP
ejpam-6869	155	14	various	various	ADJ
ejpam-6869	155	15	rayleigh	rayleigh	NOUN
ejpam-6869	155	16	numbers	number	NOUN
ejpam-6869	155	17	(	(	PUNCT
ejpam-6869	155	18	ra	ra	NOUN
ejpam-6869	155	19	=	=	SYM
ejpam-6869	155	20	104	104	NUM
ejpam-6869	155	21	,	,	PUNCT
ejpam-6869	155	22	105	105	NUM
ejpam-6869	155	23	,	,	PUNCT
ejpam-6869	155	24	106	106	NUM
ejpam-6869	155	25	)	)	PUNCT
ejpam-6869	155	26	and	and	CCONJ
ejpam-6869	155	27	different	different	ADJ
ejpam-6869	155	28	compositions	composition	NOUN
ejpam-6869	155	29	of	of	ADP
ejpam-6869	155	30	the	the	DET
ejpam-6869	155	31	water	water	NOUN
ejpam-6869	155	32	–	–	PUNCT
ejpam-6869	155	33	ethylene	ethylene	NOUN
ejpam-6869	155	34	glycol	glycol	NOUN
ejpam-6869	155	35	base	base	NOUN
ejpam-6869	155	36	fluid	fluid	NOUN
ejpam-6869	155	37	,	,	PUNCT
ejpam-6869	155	38	while	while	SCONJ
ejpam-6869	155	39	maintaining	maintain	VERB
ejpam-6869	155	40	constant	constant	ADJ
ejpam-6869	155	41	nanoparticle	nanoparticle	NOUN
ejpam-6869	155	42	volume	volume	NOUN
ejpam-6869	155	43	fractions	fraction	NOUN
ejpam-6869	155	44	(	(	PUNCT
ejpam-6869	155	45	ϕn1	ϕn1	NOUN
ejpam-6869	155	46	=	=	SYM
ejpam-6869	155	47	0.02	0.02	NUM
ejpam-6869	155	48	for	for	ADP
ejpam-6869	155	49	cu	cu	PROPN
ejpam-6869	155	50	,	,	PUNCT
ejpam-6869	155	51	ϕn2	ϕn2	X
ejpam-6869	156	1	=	=	NOUN
ejpam-6869	156	2	0.02	0.02	NUM
ejpam-6869	156	3	for	for	ADP
ejpam-6869	156	4	al2o3	al2o3	NOUN
ejpam-6869	156	5	)	)	PUNCT
ejpam-6869	156	6	and	and	CCONJ
ejpam-6869	156	7	a	a	DET
ejpam-6869	156	8	fixed	fix	VERB
ejpam-6869	156	9	hartmann	hartmann	PROPN
ejpam-6869	156	10	number	number	NOUN
ejpam-6869	156	11	(	(	PUNCT
ejpam-6869	156	12	ha	ha	INTJ
ejpam-6869	156	13	=	=	NOUN
ejpam-6869	156	14	20	20	NUM
ejpam-6869	156	15	)	)	PUNCT
ejpam-6869	156	16	.	.	PUNCT
ejpam-6869	157	1	as	as	SCONJ
ejpam-6869	157	2	the	the	DET
ejpam-6869	157	3	rayleigh	rayleigh	PROPN
ejpam-6869	157	4	number	number	NOUN
ejpam-6869	157	5	increases	increase	VERB
ejpam-6869	157	6	,	,	PUNCT
ejpam-6869	157	7	the	the	DET
ejpam-6869	157	8	isotherms	isotherm	NOUN
ejpam-6869	157	9	transition	transition	VERB
ejpam-6869	157	10	from	from	ADP
ejpam-6869	157	11	a	a	DET
ejpam-6869	157	12	nearly	nearly	ADV
ejpam-6869	157	13	vertical	vertical	ADJ
ejpam-6869	157	14	alignment	alignment	NOUN
ejpam-6869	157	15	to	to	ADP
ejpam-6869	157	16	a	a	DET
ejpam-6869	157	17	more	more	ADV
ejpam-6869	157	18	horizontal	horizontal	ADJ
ejpam-6869	157	19	orientation	orientation	NOUN
ejpam-6869	157	20	.	.	PUNCT
ejpam-6869	158	1	this	this	DET
ejpam-6869	158	2	transformation	transformation	NOUN
ejpam-6869	158	3	reflects	reflect	VERB
ejpam-6869	158	4	the	the	DET
ejpam-6869	158	5	shift	shift	NOUN
ejpam-6869	158	6	from	from	ADP
ejpam-6869	158	7	conduction	conduction	NOUN
ejpam-6869	158	8	-	-	PUNCT
ejpam-6869	158	9	dominated	dominate	VERB
ejpam-6869	158	10	heat	heat	NOUN
ejpam-6869	158	11	transfer	transfer	NOUN
ejpam-6869	158	12	at	at	ADP
ejpam-6869	158	13	lower	low	ADJ
ejpam-6869	158	14	ra	ra	PROPN
ejpam-6869	158	15	to	to	ADP
ejpam-6869	158	16	convection	convection	NOUN
ejpam-6869	158	17	-	-	PUNCT
ejpam-6869	158	18	dominated	dominate	VERB
ejpam-6869	158	19	regimes	regime	NOUN
ejpam-6869	158	20	at	at	ADP
ejpam-6869	158	21	higher	high	ADJ
ejpam-6869	158	22	ra	ra	PROPN
ejpam-6869	158	23	.	.	PUNCT
ejpam-6869	159	1	in	in	ADP
ejpam-6869	159	2	low	low	ADJ
ejpam-6869	159	3	rayleigh	rayleigh	NOUN
ejpam-6869	159	4	number	number	NOUN
ejpam-6869	159	5	cases	case	NOUN
ejpam-6869	159	6	,	,	PUNCT
ejpam-6869	159	7	thermal	thermal	ADJ
ejpam-6869	159	8	diffusion	diffusion	NOUN
ejpam-6869	159	9	governs	govern	VERB
ejpam-6869	159	10	the	the	DET
ejpam-6869	159	11	transport	transport	NOUN
ejpam-6869	159	12	mechanism	mechanism	NOUN
ejpam-6869	159	13	,	,	PUNCT
ejpam-6869	159	14	resulting	result	VERB
ejpam-6869	159	15	in	in	ADP
ejpam-6869	159	16	stratified	stratified	ADJ
ejpam-6869	159	17	temperature	temperature	NOUN
ejpam-6869	159	18	fields	field	NOUN
ejpam-6869	159	19	.	.	PUNCT
ejpam-6869	160	1	however	however	ADV
ejpam-6869	160	2	,	,	PUNCT
ejpam-6869	160	3	at	at	ADP
ejpam-6869	160	4	higher	high	ADJ
ejpam-6869	160	5	ra	ra	PROPN
ejpam-6869	160	6	,	,	PUNCT
ejpam-6869	160	7	buoyancy	buoyancy	NOUN
ejpam-6869	160	8	forces	force	NOUN
ejpam-6869	160	9	become	become	VERB
ejpam-6869	160	10	more	more	ADV
ejpam-6869	160	11	significant	significant	ADJ
ejpam-6869	160	12	,	,	PUNCT
ejpam-6869	160	13	inducing	induce	VERB
ejpam-6869	160	14	stronger	strong	ADJ
ejpam-6869	160	15	convective	convective	ADJ
ejpam-6869	160	16	currents	current	NOUN
ejpam-6869	160	17	that	that	PRON
ejpam-6869	160	18	distort	distort	VERB
ejpam-6869	160	19	the	the	DET
ejpam-6869	160	20	temperature	temperature	NOUN
ejpam-6869	160	21	field	field	NOUN
ejpam-6869	160	22	and	and	CCONJ
ejpam-6869	160	23	enhance	enhance	VERB
ejpam-6869	160	24	thermal	thermal	ADJ
ejpam-6869	160	25	mixing	mixing	NOUN
ejpam-6869	160	26	.	.	PUNCT
ejpam-6869	161	1	fig	fig	NOUN
ejpam-6869	161	2	2	2	NUM
ejpam-6869	161	3	.	.	PUNCT
ejpam-6869	161	4	streamlines	streamline	NOUN
ejpam-6869	161	5	for	for	ADP
ejpam-6869	161	6	different	different	ADJ
ejpam-6869	161	7	rayleigh	rayleigh	NOUN
ejpam-6869	161	8	numbers	number	NOUN
ejpam-6869	161	9	(	(	PUNCT
ejpam-6869	161	10	ra	ra	NOUN
ejpam-6869	161	11	)	)	PUNCT
ejpam-6869	161	12	and	and	CCONJ
ejpam-6869	161	13	different	different	ADJ
ejpam-6869	161	14	percentages	percentage	NOUN
ejpam-6869	161	15	of	of	ADP
ejpam-6869	161	16	water	water	NOUN
ejpam-6869	161	17	-	-	PUNCT
ejpam-6869	161	18	ethylene	ethylene	NOUN
ejpam-6869	161	19	glycol	glycol	NOUN
ejpam-6869	161	20	mixture	mixture	NOUN
ejpam-6869	161	21	when	when	SCONJ
ejpam-6869	161	22	φn1	φn1	ADV
ejpam-6869	161	23	=	=	SYM
ejpam-6869	161	24	0.02	0.02	NUM
ejpam-6869	161	25	,	,	PUNCT
ejpam-6869	161	26	φn2	φn2	NOUN
ejpam-6869	162	1	=	=	NOUN
ejpam-6869	162	2	0.02	0.02	NUM
ejpam-6869	162	3	,	,	PUNCT
ejpam-6869	162	4	ha	ha	INTJ
ejpam-6869	162	5	=	=	ADJ
ejpam-6869	162	6	20	20	NUM
ejpam-6869	162	7	.	.	PUNCT
ejpam-6869	163	1	k.	k.	PROPN
ejpam-6869	163	2	al	al	PROPN
ejpam-6869	163	3	kalbani	kalbani	PROPN
ejpam-6869	163	4	et	et	PROPN
ejpam-6869	163	5	al	al	PROPN
ejpam-6869	163	6	.	.	PUNCT
ejpam-6869	163	7	/	/	SYM
ejpam-6869	163	8	eur	eur	PROPN
ejpam-6869	163	9	.	.	PUNCT
ejpam-6869	164	1	j.	j.	PROPN
ejpam-6869	164	2	pure	pure	PROPN
ejpam-6869	164	3	appl	appl	PROPN
ejpam-6869	164	4	.	.	PROPN
ejpam-6869	164	5	math	math	PROPN
ejpam-6869	164	6	,	,	PUNCT
ejpam-6869	164	7	18	18	NUM
ejpam-6869	164	8	(	(	PUNCT
ejpam-6869	164	9	4	4	NUM
ejpam-6869	164	10	)	)	PUNCT
ejpam-6869	164	11	(	(	PUNCT
ejpam-6869	164	12	2025	2025	NUM
ejpam-6869	164	13	)	)	PUNCT
ejpam-6869	164	14	,	,	PUNCT
ejpam-6869	164	15	6869	6869	NUM
ejpam-6869	164	16	10	10	NUM
ejpam-6869	164	17	of	of	ADP
ejpam-6869	164	18	20	20	NUM
ejpam-6869	164	19	fig	fig	NOUN
ejpam-6869	164	20	3	3	NUM
ejpam-6869	164	21	.	.	PUNCT
ejpam-6869	164	22	isotherms	isotherm	NOUN
ejpam-6869	164	23	for	for	ADP
ejpam-6869	164	24	different	different	ADJ
ejpam-6869	164	25	rayleigh	rayleigh	NOUN
ejpam-6869	164	26	numbers	number	NOUN
ejpam-6869	164	27	(	(	PUNCT
ejpam-6869	164	28	ra	ra	NOUN
ejpam-6869	164	29	)	)	PUNCT
ejpam-6869	164	30	and	and	CCONJ
ejpam-6869	164	31	different	different	ADJ
ejpam-6869	164	32	percentages	percentage	NOUN
ejpam-6869	164	33	of	of	ADP
ejpam-6869	164	34	waterethylene	waterethylene	ADJ
ejpam-6869	164	35	glycol	glycol	NOUN
ejpam-6869	164	36	mixture	mixture	NOUN
ejpam-6869	164	37	when	when	SCONJ
ejpam-6869	164	38	φn1	φn1	ADV
ejpam-6869	164	39	=	=	SYM
ejpam-6869	164	40	0.02	0.02	NUM
ejpam-6869	164	41	,	,	PUNCT
ejpam-6869	164	42	φn2	φn2	NOUN
ejpam-6869	164	43	=	=	NOUN
ejpam-6869	164	44	0.02	0.02	NUM
ejpam-6869	164	45	,	,	PUNCT
ejpam-6869	164	46	ha	ha	INTJ
ejpam-6869	164	47	=	=	ADJ
ejpam-6869	164	48	20	20	NUM
ejpam-6869	164	49	.	.	PUNCT
ejpam-6869	165	1	additionally	additionally	ADV
ejpam-6869	165	2	,	,	PUNCT
ejpam-6869	165	3	the	the	DET
ejpam-6869	165	4	condensation	condensation	NOUN
ejpam-6869	165	5	of	of	ADP
ejpam-6869	165	6	isotherms	isotherm	NOUN
ejpam-6869	165	7	near	near	ADP
ejpam-6869	165	8	the	the	DET
ejpam-6869	165	9	hot	hot	ADJ
ejpam-6869	165	10	wall	wall	NOUN
ejpam-6869	165	11	becomes	become	VERB
ejpam-6869	165	12	more	more	ADV
ejpam-6869	165	13	pronounced	pronounced	ADJ
ejpam-6869	165	14	with	with	ADP
ejpam-6869	165	15	increasing	increase	VERB
ejpam-6869	165	16	ra	ra	PROPN
ejpam-6869	165	17	,	,	PUNCT
ejpam-6869	165	18	indicating	indicate	VERB
ejpam-6869	165	19	intensified	intensify	VERB
ejpam-6869	165	20	thermal	thermal	ADJ
ejpam-6869	165	21	gradients	gradient	NOUN
ejpam-6869	165	22	and	and	CCONJ
ejpam-6869	165	23	localized	localized	ADJ
ejpam-6869	165	24	heat	heat	NOUN
ejpam-6869	165	25	transfer	transfer	NOUN
ejpam-6869	165	26	enhancement	enhancement	NOUN
ejpam-6869	165	27	due	due	ADP
ejpam-6869	165	28	to	to	ADP
ejpam-6869	165	29	stronger	strong	ADJ
ejpam-6869	165	30	convective	convective	ADJ
ejpam-6869	165	31	activity	activity	NOUN
ejpam-6869	165	32	adjacent	adjacent	ADJ
ejpam-6869	165	33	to	to	ADP
ejpam-6869	165	34	the	the	DET
ejpam-6869	165	35	heated	heated	ADJ
ejpam-6869	165	36	boundary	boundary	NOUN
ejpam-6869	165	37	.	.	PUNCT
ejpam-6869	166	1	across	across	ADP
ejpam-6869	166	2	all	all	DET
ejpam-6869	166	3	configurations	configuration	NOUN
ejpam-6869	166	4	,	,	PUNCT
ejpam-6869	166	5	elevated	elevated	ADJ
ejpam-6869	166	6	temperatures	temperature	NOUN
ejpam-6869	166	7	are	be	AUX
ejpam-6869	166	8	observed	observe	VERB
ejpam-6869	166	9	near	near	ADP
ejpam-6869	166	10	the	the	DET
ejpam-6869	166	11	hot	hot	ADJ
ejpam-6869	166	12	wall	wall	NOUN
ejpam-6869	166	13	and	and	CCONJ
ejpam-6869	166	14	the	the	DET
ejpam-6869	166	15	upper	upper	ADJ
ejpam-6869	166	16	region	region	NOUN
ejpam-6869	166	17	of	of	ADP
ejpam-6869	166	18	the	the	DET
ejpam-6869	166	19	cavity	cavity	NOUN
ejpam-6869	166	20	.	.	PUNCT
ejpam-6869	167	1	this	this	PRON
ejpam-6869	167	2	is	be	AUX
ejpam-6869	167	3	attributed	attribute	VERB
ejpam-6869	167	4	to	to	ADP
ejpam-6869	167	5	the	the	DET
ejpam-6869	167	6	upward	upward	ADJ
ejpam-6869	167	7	movement	movement	NOUN
ejpam-6869	167	8	of	of	ADP
ejpam-6869	167	9	the	the	DET
ejpam-6869	167	10	heated	heated	ADJ
ejpam-6869	167	11	fluid	fluid	NOUN
ejpam-6869	167	12	due	due	ADJ
ejpam-6869	167	13	to	to	ADP
ejpam-6869	167	14	buoyancy	buoyancy	VERB
ejpam-6869	167	15	,	,	PUNCT
ejpam-6869	167	16	which	which	PRON
ejpam-6869	167	17	accumulates	accumulate	VERB
ejpam-6869	167	18	along	along	ADP
ejpam-6869	167	19	the	the	DET
ejpam-6869	167	20	top	top	ADJ
ejpam-6869	167	21	surface	surface	NOUN
ejpam-6869	167	22	,	,	PUNCT
ejpam-6869	167	23	especially	especially	ADV
ejpam-6869	167	24	under	under	ADP
ejpam-6869	167	25	stronger	strong	ADJ
ejpam-6869	167	26	convection	convection	NOUN
ejpam-6869	167	27	.	.	PUNCT
ejpam-6869	168	1	variations	variation	NOUN
ejpam-6869	168	2	in	in	ADP
ejpam-6869	168	3	the	the	DET
ejpam-6869	168	4	water	water	NOUN
ejpam-6869	168	5	-	-	PUNCT
ejpam-6869	168	6	ethylene	ethylene	NOUN
ejpam-6869	168	7	glycol	glycol	NOUN
ejpam-6869	168	8	mixture	mixture	NOUN
ejpam-6869	168	9	ratios	ratio	NOUN
ejpam-6869	168	10	result	result	VERB
ejpam-6869	168	11	in	in	ADP
ejpam-6869	168	12	only	only	ADJ
ejpam-6869	168	13	minor	minor	ADJ
ejpam-6869	168	14	changes	change	NOUN
ejpam-6869	168	15	in	in	ADP
ejpam-6869	168	16	the	the	DET
ejpam-6869	168	17	overall	overall	ADJ
ejpam-6869	168	18	temperature	temperature	NOUN
ejpam-6869	168	19	distribution	distribution	NOUN
ejpam-6869	168	20	.	.	PUNCT
ejpam-6869	169	1	this	this	DET
ejpam-6869	169	2	limited	limited	ADJ
ejpam-6869	169	3	sensitivity	sensitivity	NOUN
ejpam-6869	169	4	is	be	AUX
ejpam-6869	169	5	likely	likely	ADJ
ejpam-6869	169	6	due	due	ADP
ejpam-6869	169	7	to	to	ADP
ejpam-6869	169	8	the	the	DET
ejpam-6869	169	9	relatively	relatively	ADV
ejpam-6869	169	10	small	small	ADJ
ejpam-6869	169	11	difference	difference	NOUN
ejpam-6869	169	12	in	in	ADP
ejpam-6869	169	13	thermophysical	thermophysical	ADJ
ejpam-6869	169	14	properties	property	NOUN
ejpam-6869	169	15	(	(	PUNCT
ejpam-6869	169	16	such	such	ADJ
ejpam-6869	169	17	as	as	ADP
ejpam-6869	169	18	thermal	thermal	ADJ
ejpam-6869	169	19	conductivity	conductivity	NOUN
ejpam-6869	169	20	and	and	CCONJ
ejpam-6869	169	21	viscosity	viscosity	NOUN
ejpam-6869	169	22	)	)	PUNCT
ejpam-6869	169	23	between	between	ADP
ejpam-6869	169	24	the	the	DET
ejpam-6869	169	25	considered	consider	VERB
ejpam-6869	169	26	mixtures	mixture	NOUN
ejpam-6869	169	27	,	,	PUNCT
ejpam-6869	169	28	which	which	PRON
ejpam-6869	169	29	exert	exert	VERB
ejpam-6869	169	30	only	only	ADV
ejpam-6869	169	31	a	a	DET
ejpam-6869	169	32	secondary	secondary	ADJ
ejpam-6869	169	33	influence	influence	NOUN
ejpam-6869	169	34	compared	compare	VERB
ejpam-6869	169	35	to	to	ADP
ejpam-6869	169	36	the	the	DET
ejpam-6869	169	37	dominant	dominant	ADJ
ejpam-6869	169	38	effects	effect	NOUN
ejpam-6869	169	39	of	of	ADP
ejpam-6869	169	40	rayleigh	rayleigh	PROPN
ejpam-6869	169	41	number	number	NOUN
ejpam-6869	169	42	and	and	CCONJ
ejpam-6869	169	43	nanoparticle	nanoparticle	NOUN
ejpam-6869	169	44	loading	loading	NOUN
ejpam-6869	169	45	.	.	PUNCT
ejpam-6869	170	1	fig	fig	NOUN
ejpam-6869	170	2	.	.	PUNCT
ejpam-6869	171	1	4	4	NUM
ejpam-6869	171	2	presents	present	VERB
ejpam-6869	171	3	the	the	DET
ejpam-6869	171	4	distribution	distribution	NOUN
ejpam-6869	171	5	of	of	ADP
ejpam-6869	171	6	total	total	ADJ
ejpam-6869	171	7	heat	heat	NOUN
ejpam-6869	171	8	flux	flux	NOUN
ejpam-6869	171	9	magnitude	magnitude	NOUN
ejpam-6869	171	10	along	along	ADP
ejpam-6869	171	11	the	the	DET
ejpam-6869	171	12	heated	heated	ADJ
ejpam-6869	171	13	wavy	wavy	ADJ
ejpam-6869	171	14	wall	wall	NOUN
ejpam-6869	171	15	for	for	ADP
ejpam-6869	171	16	various	various	ADJ
ejpam-6869	171	17	rayleigh	rayleigh	NOUN
ejpam-6869	171	18	numbers	number	NOUN
ejpam-6869	171	19	,	,	PUNCT
ejpam-6869	171	20	with	with	ADP
ejpam-6869	171	21	fixed	fix	VERB
ejpam-6869	171	22	nanoparticle	nanoparticle	NOUN
ejpam-6869	171	23	volume	volume	NOUN
ejpam-6869	171	24	fractions	fraction	NOUN
ejpam-6869	171	25	of	of	ADP
ejpam-6869	171	26	φn1	φn1	ADJ
ejpam-6869	171	27	=	=	SYM
ejpam-6869	171	28	0.02	0.02	NUM
ejpam-6869	171	29	(	(	PUNCT
ejpam-6869	171	30	cu	cu	PROPN
ejpam-6869	171	31	)	)	PUNCT
ejpam-6869	171	32	and	and	CCONJ
ejpam-6869	171	33	φn2	φn2	NOUN
ejpam-6869	171	34	=	=	NOUN
ejpam-6869	171	35	0.02	0.02	NUM
ejpam-6869	171	36	(	(	PUNCT
ejpam-6869	171	37	al2o3	al2o3	NOUN
ejpam-6869	171	38	)	)	PUNCT
ejpam-6869	171	39	.	.	PUNCT
ejpam-6869	172	1	the	the	DET
ejpam-6869	172	2	analysis	analysis	NOUN
ejpam-6869	172	3	is	be	AUX
ejpam-6869	172	4	conducted	conduct	VERB
ejpam-6869	172	5	for	for	ADP
ejpam-6869	172	6	multiple	multiple	ADJ
ejpam-6869	172	7	water	water	NOUN
ejpam-6869	172	8	–	–	PUNCT
ejpam-6869	172	9	ethylene	ethylene	NOUN
ejpam-6869	172	10	glycol	glycol	NOUN
ejpam-6869	172	11	base	base	NOUN
ejpam-6869	172	12	fluid	fluid	NOUN
ejpam-6869	172	13	compositions	composition	NOUN
ejpam-6869	172	14	,	,	PUNCT
ejpam-6869	172	15	all	all	PRON
ejpam-6869	172	16	of	of	ADP
ejpam-6869	172	17	which	which	PRON
ejpam-6869	172	18	exhibit	exhibit	VERB
ejpam-6869	172	19	qualitatively	qualitatively	ADV
ejpam-6869	172	20	similar	similar	ADJ
ejpam-6869	172	21	trends	trend	NOUN
ejpam-6869	172	22	.	.	PUNCT
ejpam-6869	173	1	k.	k.	PROPN
ejpam-6869	173	2	al	al	PROPN
ejpam-6869	173	3	kalbani	kalbani	PROPN
ejpam-6869	173	4	et	et	PROPN
ejpam-6869	173	5	al	al	PROPN
ejpam-6869	173	6	.	.	PUNCT
ejpam-6869	173	7	/	/	SYM
ejpam-6869	173	8	eur	eur	PROPN
ejpam-6869	173	9	.	.	PUNCT
ejpam-6869	174	1	j.	j.	PROPN
ejpam-6869	174	2	pure	pure	PROPN
ejpam-6869	174	3	appl	appl	PROPN
ejpam-6869	174	4	.	.	PROPN
ejpam-6869	174	5	math	math	PROPN
ejpam-6869	174	6	,	,	PUNCT
ejpam-6869	174	7	18	18	NUM
ejpam-6869	174	8	(	(	PUNCT
ejpam-6869	174	9	4	4	NUM
ejpam-6869	174	10	)	)	PUNCT
ejpam-6869	174	11	(	(	PUNCT
ejpam-6869	174	12	2025	2025	NUM
ejpam-6869	174	13	)	)	PUNCT
ejpam-6869	174	14	,	,	PUNCT
ejpam-6869	174	15	6869	6869	NUM
ejpam-6869	174	16	11	11	NUM
ejpam-6869	174	17	of	of	ADP
ejpam-6869	174	18	20	20	NUM
ejpam-6869	174	19	fig	fig	NOUN
ejpam-6869	174	20	.	.	PUNCT
ejpam-6869	175	1	4	4	X
ejpam-6869	175	2	.	.	X
ejpam-6869	175	3	total	total	ADJ
ejpam-6869	175	4	heat	heat	NOUN
ejpam-6869	175	5	flux	flux	NOUN
ejpam-6869	175	6	magnitude	magnitude	NOUN
ejpam-6869	175	7	for	for	ADP
ejpam-6869	175	8	rayleigh	rayleigh	PROPN
ejpam-6869	175	9	number	number	NOUN
ejpam-6869	175	10	(	(	PUNCT
ejpam-6869	175	11	ra	ra	NOUN
ejpam-6869	175	12	)	)	PUNCT
ejpam-6869	175	13	when	when	SCONJ
ejpam-6869	175	14	φn1	φn1	ADV
ejpam-6869	175	15	=	=	SYM
ejpam-6869	175	16	0.02	0.02	NUM
ejpam-6869	175	17	,	,	PUNCT
ejpam-6869	175	18	φn2	φn2	NOUN
ejpam-6869	176	1	=	=	NOUN
ejpam-6869	176	2	0.02	0.02	NUM
ejpam-6869	176	3	,	,	PUNCT
ejpam-6869	176	4	pr	pr	NOUN
ejpam-6869	176	5	=	=	PUNCT
ejpam-6869	177	1	36.183	36.183	NUM
ejpam-6869	177	2	,	,	PUNCT
ejpam-6869	177	3	ha	ha	INTJ
ejpam-6869	177	4	=	=	SYM
ejpam-6869	177	5	20	20	NUM
ejpam-6869	177	6	(	(	PUNCT
ejpam-6869	177	7	cu	cu	PROPN
ejpam-6869	177	8	–	–	PUNCT
ejpam-6869	177	9	al2o3	al2o3	NOUN
ejpam-6869	177	10	/	/	SYM
ejpam-6869	177	11	water(50%)–eg(50	water(50%)–eg(50	PROPN
ejpam-6869	177	12	%	%	NOUN
ejpam-6869	177	13	)	)	PUNCT
ejpam-6869	177	14	)	)	PUNCT
ejpam-6869	177	15	.	.	PUNCT
ejpam-6869	178	1	at	at	ADP
ejpam-6869	178	2	a	a	DET
ejpam-6869	178	3	low	low	ADJ
ejpam-6869	178	4	rayleigh	rayleigh	NOUN
ejpam-6869	178	5	number	number	NOUN
ejpam-6869	178	6	(	(	PUNCT
ejpam-6869	178	7	ra	ra	NOUN
ejpam-6869	178	8	=	=	SYM
ejpam-6869	178	9	103	103	NUM
ejpam-6869	178	10	)	)	PUNCT
ejpam-6869	178	11	,	,	PUNCT
ejpam-6869	178	12	the	the	DET
ejpam-6869	178	13	heat	heat	NOUN
ejpam-6869	178	14	flux	flux	NOUN
ejpam-6869	178	15	profile	profile	NOUN
ejpam-6869	178	16	remains	remain	VERB
ejpam-6869	178	17	nearly	nearly	ADV
ejpam-6869	178	18	uniform	uniform	ADJ
ejpam-6869	178	19	with	with	ADP
ejpam-6869	178	20	slight	slight	ADJ
ejpam-6869	178	21	undulations	undulation	NOUN
ejpam-6869	178	22	that	that	PRON
ejpam-6869	178	23	mirror	mirror	VERB
ejpam-6869	178	24	the	the	DET
ejpam-6869	178	25	geometrical	geometrical	ADJ
ejpam-6869	178	26	variations	variation	NOUN
ejpam-6869	178	27	of	of	ADP
ejpam-6869	178	28	the	the	DET
ejpam-6869	178	29	wavy	wavy	NOUN
ejpam-6869	178	30	boundary	boundary	NOUN
ejpam-6869	178	31	.	.	PUNCT
ejpam-6869	179	1	this	this	DET
ejpam-6869	179	2	behavior	behavior	NOUN
ejpam-6869	179	3	is	be	AUX
ejpam-6869	179	4	characteristic	characteristic	ADJ
ejpam-6869	179	5	of	of	ADP
ejpam-6869	179	6	conduction	conduction	NOUN
ejpam-6869	179	7	-	-	PUNCT
ejpam-6869	179	8	dominated	dominate	VERB
ejpam-6869	179	9	regimes	regime	NOUN
ejpam-6869	179	10	,	,	PUNCT
ejpam-6869	179	11	where	where	SCONJ
ejpam-6869	179	12	heat	heat	NOUN
ejpam-6869	179	13	transfer	transfer	NOUN
ejpam-6869	179	14	is	be	AUX
ejpam-6869	179	15	primarily	primarily	ADV
ejpam-6869	179	16	governed	govern	VERB
ejpam-6869	179	17	by	by	ADP
ejpam-6869	179	18	temperature	temperature	NOUN
ejpam-6869	179	19	gradients	gradient	NOUN
ejpam-6869	179	20	and	and	CCONJ
ejpam-6869	179	21	is	be	AUX
ejpam-6869	179	22	not	not	PART
ejpam-6869	179	23	significantly	significantly	ADV
ejpam-6869	179	24	influenced	influence	VERB
ejpam-6869	179	25	by	by	ADP
ejpam-6869	179	26	fluid	fluid	ADJ
ejpam-6869	179	27	motion	motion	NOUN
ejpam-6869	179	28	.	.	PUNCT
ejpam-6869	180	1	the	the	DET
ejpam-6869	180	2	minor	minor	ADJ
ejpam-6869	180	3	fluctuations	fluctuation	NOUN
ejpam-6869	180	4	in	in	ADP
ejpam-6869	180	5	flux	flux	NOUN
ejpam-6869	180	6	are	be	AUX
ejpam-6869	180	7	attributed	attribute	VERB
ejpam-6869	180	8	to	to	ADP
ejpam-6869	180	9	the	the	DET
ejpam-6869	180	10	increased	increase	VERB
ejpam-6869	180	11	local	local	ADJ
ejpam-6869	180	12	surface	surface	NOUN
ejpam-6869	180	13	area	area	NOUN
ejpam-6869	180	14	introduced	introduce	VERB
ejpam-6869	180	15	by	by	ADP
ejpam-6869	180	16	the	the	DET
ejpam-6869	180	17	wall	wall	PROPN
ejpam-6869	180	18	corrugation	corrugation	PROPN
ejpam-6869	180	19	.	.	PUNCT
ejpam-6869	181	1	as	as	SCONJ
ejpam-6869	181	2	the	the	DET
ejpam-6869	181	3	rayleigh	rayleigh	PROPN
ejpam-6869	181	4	number	number	NOUN
ejpam-6869	181	5	increases	increase	VERB
ejpam-6869	181	6	,	,	PUNCT
ejpam-6869	181	7	the	the	DET
ejpam-6869	181	8	total	total	ADJ
ejpam-6869	181	9	heat	heat	NOUN
ejpam-6869	181	10	flux	flux	NOUN
ejpam-6869	181	11	along	along	ADP
ejpam-6869	181	12	the	the	DET
ejpam-6869	181	13	heated	heated	ADJ
ejpam-6869	181	14	wall	wall	NOUN
ejpam-6869	181	15	exhibits	exhibit	VERB
ejpam-6869	181	16	a	a	DET
ejpam-6869	181	17	notable	notable	ADJ
ejpam-6869	181	18	rise	rise	NOUN
ejpam-6869	181	19	,	,	PUNCT
ejpam-6869	181	20	especially	especially	ADV
ejpam-6869	181	21	toward	toward	ADP
ejpam-6869	181	22	the	the	DET
ejpam-6869	181	23	lower	low	ADJ
ejpam-6869	181	24	sections	section	NOUN
ejpam-6869	181	25	of	of	ADP
ejpam-6869	181	26	the	the	DET
ejpam-6869	181	27	wall	wall	NOUN
ejpam-6869	181	28	.	.	PUNCT
ejpam-6869	182	1	this	this	DET
ejpam-6869	182	2	enhancement	enhancement	NOUN
ejpam-6869	182	3	corresponds	correspond	VERB
ejpam-6869	182	4	to	to	ADP
ejpam-6869	182	5	the	the	DET
ejpam-6869	182	6	transition	transition	NOUN
ejpam-6869	182	7	from	from	ADP
ejpam-6869	182	8	conduction	conduction	NOUN
ejpam-6869	182	9	to	to	ADP
ejpam-6869	182	10	convection	convection	NOUN
ejpam-6869	182	11	-	-	PUNCT
ejpam-6869	182	12	dominated	dominate	VERB
ejpam-6869	182	13	heat	heat	NOUN
ejpam-6869	182	14	transfer	transfer	NOUN
ejpam-6869	182	15	.	.	PUNCT
ejpam-6869	183	1	in	in	ADP
ejpam-6869	183	2	higher	high	ADJ
ejpam-6869	183	3	ra	ra	PROPN
ejpam-6869	183	4	regimes	regime	NOUN
ejpam-6869	183	5	,	,	PUNCT
ejpam-6869	183	6	buoyancy	buoyancy	NOUN
ejpam-6869	183	7	-	-	PUNCT
ejpam-6869	183	8	driven	drive	VERB
ejpam-6869	183	9	flow	flow	NOUN
ejpam-6869	183	10	enhances	enhance	VERB
ejpam-6869	183	11	thermal	thermal	ADJ
ejpam-6869	183	12	transport	transport	NOUN
ejpam-6869	183	13	by	by	ADP
ejpam-6869	183	14	actively	actively	ADV
ejpam-6869	183	15	carrying	carry	VERB
ejpam-6869	183	16	heated	heated	ADJ
ejpam-6869	183	17	fluid	fluid	NOUN
ejpam-6869	183	18	away	away	ADV
ejpam-6869	183	19	from	from	ADP
ejpam-6869	183	20	the	the	DET
ejpam-6869	183	21	hot	hot	ADJ
ejpam-6869	183	22	wall	wall	NOUN
ejpam-6869	183	23	and	and	CCONJ
ejpam-6869	183	24	replacing	replace	VERB
ejpam-6869	183	25	it	it	PRON
ejpam-6869	183	26	with	with	ADP
ejpam-6869	183	27	cooler	cool	ADJ
ejpam-6869	183	28	fluid	fluid	NOUN
ejpam-6869	183	29	.	.	PUNCT
ejpam-6869	184	1	the	the	DET
ejpam-6869	184	2	bottom	bottom	ADJ
ejpam-6869	184	3	portion	portion	NOUN
ejpam-6869	184	4	of	of	ADP
ejpam-6869	184	5	the	the	DET
ejpam-6869	184	6	wavy	wavy	ADJ
ejpam-6869	184	7	wall	wall	PROPN
ejpam-6869	184	8	experiences	experience	VERB
ejpam-6869	184	9	greater	great	ADJ
ejpam-6869	184	10	convective	convective	ADJ
ejpam-6869	184	11	interaction	interaction	NOUN
ejpam-6869	184	12	due	due	ADP
ejpam-6869	184	13	to	to	ADP
ejpam-6869	184	14	the	the	DET
ejpam-6869	184	15	upward	upward	ADJ
ejpam-6869	184	16	circulation	circulation	NOUN
ejpam-6869	184	17	of	of	ADP
ejpam-6869	184	18	thermal	thermal	ADJ
ejpam-6869	184	19	plumes	plume	NOUN
ejpam-6869	184	20	originating	originate	VERB
ejpam-6869	184	21	from	from	ADP
ejpam-6869	184	22	that	that	DET
ejpam-6869	184	23	region	region	NOUN
ejpam-6869	184	24	,	,	PUNCT
ejpam-6869	184	25	resulting	result	VERB
ejpam-6869	184	26	in	in	ADP
ejpam-6869	184	27	a	a	DET
ejpam-6869	184	28	localized	localized	ADJ
ejpam-6869	184	29	increase	increase	NOUN
ejpam-6869	184	30	in	in	ADP
ejpam-6869	184	31	the	the	DET
ejpam-6869	184	32	magnitude	magnitude	NOUN
ejpam-6869	184	33	of	of	ADP
ejpam-6869	184	34	heat	heat	NOUN
ejpam-6869	184	35	flux	flux	NOUN
ejpam-6869	184	36	.	.	PUNCT
ejpam-6869	185	1	despite	despite	SCONJ
ejpam-6869	185	2	varying	vary	VERB
ejpam-6869	185	3	the	the	DET
ejpam-6869	185	4	water	water	NOUN
ejpam-6869	185	5	-	-	PUNCT
ejpam-6869	185	6	ethylene	ethylene	NOUN
ejpam-6869	185	7	glycol	glycol	NOUN
ejpam-6869	185	8	mixing	mix	VERB
ejpam-6869	185	9	ratios	ratio	NOUN
ejpam-6869	185	10	,	,	PUNCT
ejpam-6869	185	11	the	the	DET
ejpam-6869	185	12	overall	overall	ADJ
ejpam-6869	185	13	distribution	distribution	NOUN
ejpam-6869	185	14	patterns	pattern	NOUN
ejpam-6869	185	15	remain	remain	VERB
ejpam-6869	185	16	consistent	consistent	ADJ
ejpam-6869	185	17	.	.	PUNCT
ejpam-6869	186	1	this	this	PRON
ejpam-6869	186	2	suggests	suggest	VERB
ejpam-6869	186	3	that	that	SCONJ
ejpam-6869	186	4	the	the	DET
ejpam-6869	186	5	influence	influence	NOUN
ejpam-6869	186	6	of	of	ADP
ejpam-6869	186	7	the	the	DET
ejpam-6869	186	8	rayleigh	rayleigh	NOUN
ejpam-6869	186	9	number	number	NOUN
ejpam-6869	186	10	and	and	CCONJ
ejpam-6869	186	11	nanoparticle	nanoparticle	NOUN
ejpam-6869	186	12	loading	loading	NOUN
ejpam-6869	186	13	on	on	ADP
ejpam-6869	186	14	thermal	thermal	ADJ
ejpam-6869	186	15	convection	convection	NOUN
ejpam-6869	186	16	outweighs	outweigh	VERB
ejpam-6869	186	17	the	the	DET
ejpam-6869	186	18	relatively	relatively	ADV
ejpam-6869	186	19	modest	modest	ADJ
ejpam-6869	186	20	variations	variation	NOUN
ejpam-6869	186	21	in	in	ADP
ejpam-6869	186	22	the	the	DET
ejpam-6869	186	23	base	base	NOUN
ejpam-6869	186	24	fluid	fluid	NOUN
ejpam-6869	186	25	’s	’s	PART
ejpam-6869	186	26	thermophysical	thermophysical	ADJ
ejpam-6869	186	27	properties	property	NOUN
ejpam-6869	186	28	.	.	PUNCT
ejpam-6869	187	1	nonetheless	nonetheless	ADV
ejpam-6869	187	2	,	,	PUNCT
ejpam-6869	187	3	fluids	fluid	NOUN
ejpam-6869	187	4	with	with	ADP
ejpam-6869	187	5	higher	high	ADJ
ejpam-6869	187	6	water	water	NOUN
ejpam-6869	187	7	content	content	NOUN
ejpam-6869	187	8	,	,	PUNCT
ejpam-6869	187	9	having	have	VERB
ejpam-6869	187	10	lower	low	ADJ
ejpam-6869	187	11	viscosity	viscosity	NOUN
ejpam-6869	187	12	and	and	CCONJ
ejpam-6869	187	13	higher	high	ADJ
ejpam-6869	187	14	thermal	thermal	ADJ
ejpam-6869	187	15	conductivity	conductivity	NOUN
ejpam-6869	187	16	,	,	PUNCT
ejpam-6869	187	17	may	may	AUX
ejpam-6869	187	18	support	support	VERB
ejpam-6869	187	19	slightly	slightly	ADV
ejpam-6869	187	20	more	more	ADV
ejpam-6869	187	21	vigorous	vigorous	ADJ
ejpam-6869	187	22	convection	convection	NOUN
ejpam-6869	187	23	,	,	PUNCT
ejpam-6869	187	24	further	far	ADV
ejpam-6869	187	25	contributing	contribute	VERB
ejpam-6869	187	26	to	to	ADP
ejpam-6869	187	27	enhanced	enhanced	ADJ
ejpam-6869	187	28	heat	heat	NOUN
ejpam-6869	187	29	transfer	transfer	NOUN
ejpam-6869	187	30	.	.	PUNCT
ejpam-6869	188	1	fig	fig	NOUN
ejpam-6869	188	2	.	.	PUNCT
ejpam-6869	189	1	5	5	NUM
ejpam-6869	189	2	displays	display	VERB
ejpam-6869	189	3	the	the	DET
ejpam-6869	189	4	distribution	distribution	NOUN
ejpam-6869	189	5	of	of	ADP
ejpam-6869	189	6	total	total	ADJ
ejpam-6869	189	7	heat	heat	NOUN
ejpam-6869	189	8	flux	flux	NOUN
ejpam-6869	189	9	magnitude	magnitude	NOUN
ejpam-6869	189	10	along	along	ADP
ejpam-6869	189	11	the	the	DET
ejpam-6869	189	12	heated	heated	ADJ
ejpam-6869	189	13	wavy	wavy	ADJ
ejpam-6869	189	14	wall	wall	NOUN
ejpam-6869	189	15	for	for	ADP
ejpam-6869	189	16	varying	vary	VERB
ejpam-6869	189	17	volume	volume	NOUN
ejpam-6869	189	18	fractions	fraction	NOUN
ejpam-6869	189	19	of	of	ADP
ejpam-6869	189	20	aluminum	aluminum	NOUN
ejpam-6869	189	21	oxide	oxide	NOUN
ejpam-6869	189	22	nanoparticles	nanoparticle	NOUN
ejpam-6869	189	23	(	(	PUNCT
ejpam-6869	189	24	ϕn2	ϕn2	AUX
ejpam-6869	189	25	ranging	range	VERB
ejpam-6869	189	26	from	from	ADP
ejpam-6869	189	27	0	0	NUM
ejpam-6869	189	28	to	to	ADP
ejpam-6869	189	29	0.05	0.05	NUM
ejpam-6869	189	30	)	)	PUNCT
ejpam-6869	189	31	while	while	SCONJ
ejpam-6869	189	32	maintaining	maintain	VERB
ejpam-6869	189	33	a	a	DET
ejpam-6869	189	34	constant	constant	ADJ
ejpam-6869	189	35	volume	volume	NOUN
ejpam-6869	189	36	fraction	fraction	NOUN
ejpam-6869	189	37	of	of	ADP
ejpam-6869	189	38	copper	copper	NOUN
ejpam-6869	189	39	nanoparticles	nanoparticle	NOUN
ejpam-6869	189	40	(	(	PUNCT
ejpam-6869	189	41	ϕn1	ϕn1	ADJ
ejpam-6869	189	42	=	=	NOUN
ejpam-6869	189	43	0.02	0.02	NUM
ejpam-6869	189	44	)	)	PUNCT
ejpam-6869	189	45	.	.	PUNCT
ejpam-6869	190	1	the	the	DET
ejpam-6869	190	2	analysis	analysis	NOUN
ejpam-6869	190	3	is	be	AUX
ejpam-6869	190	4	conducted	conduct	VERB
ejpam-6869	190	5	under	under	ADP
ejpam-6869	190	6	fixed	fix	VERB
ejpam-6869	190	7	thermal	thermal	ADJ
ejpam-6869	190	8	and	and	CCONJ
ejpam-6869	190	9	flow	flow	VERB
ejpam-6869	190	10	conditions	condition	NOUN
ejpam-6869	190	11	to	to	PART
ejpam-6869	190	12	isolate	isolate	VERB
ejpam-6869	190	13	the	the	DET
ejpam-6869	190	14	effect	effect	NOUN
ejpam-6869	190	15	of	of	ADP
ejpam-6869	190	16	ϕn2	ϕn2	NOUN
ejpam-6869	190	17	on	on	ADP
ejpam-6869	190	18	local	local	ADJ
ejpam-6869	190	19	heat	heat	NOUN
ejpam-6869	190	20	transfer	transfer	NOUN
ejpam-6869	190	21	performance	performance	NOUN
ejpam-6869	190	22	.	.	PUNCT
ejpam-6869	191	1	the	the	DET
ejpam-6869	191	2	resulting	result	VERB
ejpam-6869	191	3	heat	heat	NOUN
ejpam-6869	191	4	flux	flux	NOUN
ejpam-6869	191	5	profiles	profile	NOUN
ejpam-6869	191	6	exhibit	exhibit	VERB
ejpam-6869	191	7	a	a	DET
ejpam-6869	191	8	characteristic	characteristic	ADJ
ejpam-6869	191	9	wavy	wavy	NOUN
ejpam-6869	191	10	pattern	pattern	NOUN
ejpam-6869	191	11	with	with	ADP
ejpam-6869	191	12	two	two	NUM
ejpam-6869	191	13	pronounced	pronounced	ADJ
ejpam-6869	191	14	peaks	peak	NOUN
ejpam-6869	191	15	:	:	PUNCT
ejpam-6869	191	16	one	one	NUM
ejpam-6869	191	17	located	locate	VERB
ejpam-6869	191	18	just	just	ADV
ejpam-6869	191	19	above	above	ADP
ejpam-6869	191	20	the	the	DET
ejpam-6869	191	21	lower	low	ADJ
ejpam-6869	191	22	segment	segment	NOUN
ejpam-6869	191	23	of	of	ADP
ejpam-6869	191	24	the	the	DET
ejpam-6869	191	25	wall	wall	NOUN
ejpam-6869	191	26	and	and	CCONJ
ejpam-6869	191	27	another	another	PRON
ejpam-6869	191	28	near	near	ADP
ejpam-6869	191	29	the	the	DET
ejpam-6869	191	30	midheight	midheight	NOUN
ejpam-6869	191	31	of	of	ADP
ejpam-6869	191	32	the	the	DET
ejpam-6869	191	33	wall	wall	NOUN
ejpam-6869	191	34	.	.	PUNCT
ejpam-6869	192	1	these	these	DET
ejpam-6869	192	2	peaks	peak	NOUN
ejpam-6869	192	3	correspond	correspond	VERB
ejpam-6869	192	4	to	to	ADP
ejpam-6869	192	5	zones	zone	NOUN
ejpam-6869	192	6	of	of	ADP
ejpam-6869	192	7	intensified	intensify	VERB
ejpam-6869	192	8	convective	convective	ADJ
ejpam-6869	192	9	activity	activity	NOUN
ejpam-6869	192	10	k.	k.	PROPN
ejpam-6869	192	11	al	al	PROPN
ejpam-6869	192	12	kalbani	kalbani	PROPN
ejpam-6869	193	1	et	et	PROPN
ejpam-6869	193	2	al	al	PROPN
ejpam-6869	193	3	.	.	PUNCT
ejpam-6869	193	4	/	/	SYM
ejpam-6869	193	5	eur	eur	PROPN
ejpam-6869	193	6	.	.	PUNCT
ejpam-6869	194	1	j.	j.	PROPN
ejpam-6869	194	2	pure	pure	PROPN
ejpam-6869	194	3	appl	appl	PROPN
ejpam-6869	194	4	.	.	PROPN
ejpam-6869	194	5	math	math	PROPN
ejpam-6869	194	6	,	,	PUNCT
ejpam-6869	194	7	18	18	NUM
ejpam-6869	194	8	(	(	PUNCT
ejpam-6869	194	9	4	4	NUM
ejpam-6869	194	10	)	)	PUNCT
ejpam-6869	194	11	(	(	PUNCT
ejpam-6869	194	12	2025	2025	NUM
ejpam-6869	194	13	)	)	PUNCT
ejpam-6869	194	14	,	,	PUNCT
ejpam-6869	194	15	6869	6869	NUM
ejpam-6869	194	16	12	12	NUM
ejpam-6869	194	17	of	of	ADP
ejpam-6869	194	18	20	20	NUM
ejpam-6869	194	19	driven	drive	VERB
ejpam-6869	194	20	by	by	ADP
ejpam-6869	194	21	the	the	DET
ejpam-6869	194	22	local	local	ADJ
ejpam-6869	194	23	geometry	geometry	NOUN
ejpam-6869	194	24	and	and	CCONJ
ejpam-6869	194	25	flow	flow	VERB
ejpam-6869	194	26	recirculation	recirculation	NOUN
ejpam-6869	194	27	patterns	pattern	NOUN
ejpam-6869	194	28	within	within	ADP
ejpam-6869	194	29	the	the	DET
ejpam-6869	194	30	enclosure	enclosure	NOUN
ejpam-6869	194	31	.	.	PUNCT
ejpam-6869	195	1	the	the	DET
ejpam-6869	195	2	distribution	distribution	NOUN
ejpam-6869	195	3	curves	curve	NOUN
ejpam-6869	195	4	for	for	ADP
ejpam-6869	195	5	different	different	ADJ
ejpam-6869	195	6	ϕn2	ϕn2	NOUN
ejpam-6869	195	7	values	value	NOUN
ejpam-6869	195	8	largely	largely	ADV
ejpam-6869	195	9	overlap	overlap	VERB
ejpam-6869	195	10	along	along	ADP
ejpam-6869	195	11	the	the	DET
ejpam-6869	195	12	wall	wall	NOUN
ejpam-6869	195	13	,	,	PUNCT
ejpam-6869	195	14	indicating	indicate	VERB
ejpam-6869	195	15	minimal	minimal	ADJ
ejpam-6869	195	16	variation	variation	NOUN
ejpam-6869	195	17	in	in	ADP
ejpam-6869	195	18	overall	overall	ADJ
ejpam-6869	195	19	flux	flux	NOUN
ejpam-6869	195	20	except	except	SCONJ
ejpam-6869	195	21	near	near	ADP
ejpam-6869	195	22	the	the	DET
ejpam-6869	195	23	peak	peak	NOUN
ejpam-6869	195	24	regions	region	NOUN
ejpam-6869	195	25	.	.	PUNCT
ejpam-6869	196	1	fig	fig	NOUN
ejpam-6869	196	2	.	.	PUNCT
ejpam-6869	197	1	5	5	X
ejpam-6869	197	2	.	.	X
ejpam-6869	197	3	total	total	ADJ
ejpam-6869	197	4	heat	heat	NOUN
ejpam-6869	197	5	flux	flux	NOUN
ejpam-6869	197	6	magnitude	magnitude	NOUN
ejpam-6869	197	7	for	for	ADP
ejpam-6869	197	8	different	different	ADJ
ejpam-6869	197	9	values	value	NOUN
ejpam-6869	197	10	of	of	ADP
ejpam-6869	197	11	φn2	φn2	PRON
ejpam-6869	197	12	when	when	SCONJ
ejpam-6869	197	13	φn1	φn1	ADV
ejpam-6869	197	14	=	=	SYM
ejpam-6869	197	15	0.02	0.02	NUM
ejpam-6869	197	16	,	,	PUNCT
ejpam-6869	197	17	ra	ra	PROPN
ejpam-6869	197	18	=	=	SYM
ejpam-6869	197	19	105	105	NUM
ejpam-6869	197	20	,	,	PUNCT
ejpam-6869	197	21	pr	pr	X
ejpam-6869	197	22	=	=	PUNCT
ejpam-6869	197	23	36.183	36.183	NUM
ejpam-6869	197	24	,	,	PUNCT
ejpam-6869	197	25	ha	ha	INTJ
ejpam-6869	197	26	=	=	SYM
ejpam-6869	197	27	20	20	NUM
ejpam-6869	197	28	(	(	PUNCT
ejpam-6869	197	29	cu	cu	PROPN
ejpam-6869	197	30	–	–	PUNCT
ejpam-6869	197	31	al2o3	al2o3	NOUN
ejpam-6869	197	32	/	/	SYM
ejpam-6869	197	33	water(50%)–eg(50	water(50%)–eg(50	PROPN
ejpam-6869	197	34	%	%	NOUN
ejpam-6869	197	35	)	)	PUNCT
ejpam-6869	197	36	)	)	PUNCT
ejpam-6869	197	37	.	.	PUNCT
ejpam-6869	198	1	at	at	ADP
ejpam-6869	198	2	these	these	DET
ejpam-6869	198	3	peak	peak	NOUN
ejpam-6869	198	4	locations	location	NOUN
ejpam-6869	198	5	,	,	PUNCT
ejpam-6869	198	6	a	a	DET
ejpam-6869	198	7	clear	clear	ADJ
ejpam-6869	198	8	enhancement	enhancement	NOUN
ejpam-6869	198	9	in	in	ADP
ejpam-6869	198	10	the	the	DET
ejpam-6869	198	11	total	total	ADJ
ejpam-6869	198	12	heat	heat	NOUN
ejpam-6869	198	13	flux	flux	NOUN
ejpam-6869	198	14	magnitude	magnitude	NOUN
ejpam-6869	198	15	is	be	AUX
ejpam-6869	198	16	observed	observe	VERB
ejpam-6869	198	17	with	with	ADP
ejpam-6869	198	18	increasing	increase	VERB
ejpam-6869	198	19	φn2	φn2	PROPN
ejpam-6869	198	20	,	,	PUNCT
ejpam-6869	198	21	highlighting	highlight	VERB
ejpam-6869	198	22	the	the	DET
ejpam-6869	198	23	role	role	NOUN
ejpam-6869	198	24	of	of	ADP
ejpam-6869	198	25	aluminum	aluminum	NOUN
ejpam-6869	198	26	oxide	oxide	NOUN
ejpam-6869	198	27	nanoparticles	nanoparticle	NOUN
ejpam-6869	198	28	in	in	ADP
ejpam-6869	198	29	boosting	boost	VERB
ejpam-6869	198	30	local	local	ADJ
ejpam-6869	198	31	thermal	thermal	ADJ
ejpam-6869	198	32	conductivity	conductivity	NOUN
ejpam-6869	198	33	and	and	CCONJ
ejpam-6869	198	34	,	,	PUNCT
ejpam-6869	198	35	consequently	consequently	ADV
ejpam-6869	198	36	,	,	PUNCT
ejpam-6869	198	37	the	the	DET
ejpam-6869	198	38	rate	rate	NOUN
ejpam-6869	198	39	of	of	ADP
ejpam-6869	198	40	energy	energy	NOUN
ejpam-6869	198	41	transfer	transfer	NOUN
ejpam-6869	198	42	to	to	ADP
ejpam-6869	198	43	the	the	DET
ejpam-6869	198	44	fluid	fluid	NOUN
ejpam-6869	198	45	.	.	PUNCT
ejpam-6869	199	1	this	this	DET
ejpam-6869	199	2	enhancement	enhancement	NOUN
ejpam-6869	199	3	is	be	AUX
ejpam-6869	199	4	attributed	attribute	VERB
ejpam-6869	199	5	thermophysically	thermophysically	ADV
ejpam-6869	199	6	to	to	ADP
ejpam-6869	199	7	the	the	DET
ejpam-6869	199	8	higher	high	ADJ
ejpam-6869	199	9	effective	effective	ADJ
ejpam-6869	199	10	thermal	thermal	ADJ
ejpam-6869	199	11	conductivity	conductivity	NOUN
ejpam-6869	199	12	of	of	ADP
ejpam-6869	199	13	the	the	DET
ejpam-6869	199	14	hybrid	hybrid	ADJ
ejpam-6869	199	15	nanofluid	nanofluid	NOUN
ejpam-6869	199	16	,	,	PUNCT
ejpam-6869	199	17	which	which	PRON
ejpam-6869	199	18	increases	increase	VERB
ejpam-6869	199	19	as	as	ADP
ejpam-6869	199	20	the	the	DET
ejpam-6869	199	21	concentration	concentration	NOUN
ejpam-6869	199	22	of	of	ADP
ejpam-6869	199	23	al2o3	al2o3	PROPN
ejpam-6869	199	24	rises	rise	NOUN
ejpam-6869	199	25	.	.	PUNCT
ejpam-6869	200	1	although	although	SCONJ
ejpam-6869	200	2	aluminum	aluminum	NOUN
ejpam-6869	200	3	oxide	oxide	NOUN
ejpam-6869	200	4	has	have	VERB
ejpam-6869	200	5	a	a	DET
ejpam-6869	200	6	lower	low	ADJ
ejpam-6869	200	7	thermal	thermal	ADJ
ejpam-6869	200	8	conductivity	conductivity	NOUN
ejpam-6869	200	9	than	than	ADP
ejpam-6869	200	10	copper	copper	NOUN
ejpam-6869	200	11	,	,	PUNCT
ejpam-6869	200	12	its	its	PRON
ejpam-6869	200	13	synergistic	synergistic	ADJ
ejpam-6869	200	14	interaction	interaction	NOUN
ejpam-6869	200	15	with	with	ADP
ejpam-6869	200	16	cu	cu	PROPN
ejpam-6869	200	17	nanoparticles	nanoparticle	NOUN
ejpam-6869	200	18	and	and	CCONJ
ejpam-6869	200	19	the	the	DET
ejpam-6869	200	20	base	base	NOUN
ejpam-6869	200	21	fluid	fluid	NOUN
ejpam-6869	200	22	contributes	contribute	VERB
ejpam-6869	200	23	positively	positively	ADV
ejpam-6869	200	24	to	to	ADP
ejpam-6869	200	25	the	the	DET
ejpam-6869	200	26	overall	overall	ADJ
ejpam-6869	200	27	heat	heat	NOUN
ejpam-6869	200	28	transfer	transfer	NOUN
ejpam-6869	200	29	,	,	PUNCT
ejpam-6869	200	30	especially	especially	ADV
ejpam-6869	200	31	in	in	ADP
ejpam-6869	200	32	regions	region	NOUN
ejpam-6869	200	33	with	with	ADP
ejpam-6869	200	34	steep	steep	ADJ
ejpam-6869	200	35	temperature	temperature	NOUN
ejpam-6869	200	36	gradients	gradient	NOUN
ejpam-6869	200	37	.	.	PUNCT
ejpam-6869	201	1	a	a	DET
ejpam-6869	201	2	similar	similar	ADJ
ejpam-6869	201	3	trend	trend	NOUN
ejpam-6869	201	4	is	be	AUX
ejpam-6869	201	5	observed	observe	VERB
ejpam-6869	201	6	when	when	SCONJ
ejpam-6869	201	7	the	the	DET
ejpam-6869	201	8	role	role	NOUN
ejpam-6869	201	9	of	of	ADP
ejpam-6869	201	10	φn1	φn1	ADJ
ejpam-6869	201	11	and	and	CCONJ
ejpam-6869	201	12	φn2	φn2	NOUN
ejpam-6869	201	13	are	be	AUX
ejpam-6869	201	14	interchanged	interchange	VERB
ejpam-6869	201	15	-	-	PUNCT
ejpam-6869	201	16	i.e.	i.e.	X
ejpam-6869	201	17	,	,	PUNCT
ejpam-6869	201	18	keeping	keep	VERB
ejpam-6869	201	19	φn2	φn2	NOUN
ejpam-6869	201	20	fixed	fix	VERB
ejpam-6869	201	21	and	and	CCONJ
ejpam-6869	201	22	varying	vary	VERB
ejpam-6869	201	23	φn1	φn1	ADJ
ejpam-6869	201	24	.	.	PUNCT
ejpam-6869	202	1	the	the	DET
ejpam-6869	202	2	corresponding	corresponding	ADJ
ejpam-6869	202	3	results	result	NOUN
ejpam-6869	202	4	demonstrate	demonstrate	VERB
ejpam-6869	202	5	analogous	analogous	ADJ
ejpam-6869	202	6	peak	peak	NOUN
ejpam-6869	202	7	enhancement	enhancement	NOUN
ejpam-6869	202	8	behavior	behavior	NOUN
ejpam-6869	202	9	with	with	ADP
ejpam-6869	202	10	minor	minor	ADJ
ejpam-6869	202	11	differences	difference	NOUN
ejpam-6869	202	12	in	in	ADP
ejpam-6869	202	13	magnitude	magnitude	NOUN
ejpam-6869	202	14	and	and	CCONJ
ejpam-6869	202	15	position	position	NOUN
ejpam-6869	202	16	,	,	PUNCT
ejpam-6869	202	17	which	which	PRON
ejpam-6869	202	18	will	will	AUX
ejpam-6869	202	19	be	be	AUX
ejpam-6869	202	20	discussed	discuss	VERB
ejpam-6869	202	21	in	in	ADP
ejpam-6869	202	22	detail	detail	NOUN
ejpam-6869	202	23	in	in	ADP
ejpam-6869	202	24	a	a	DET
ejpam-6869	202	25	subsequent	subsequent	ADJ
ejpam-6869	202	26	section	section	NOUN
ejpam-6869	202	27	.	.	PUNCT
ejpam-6869	203	1	fig	fig	NOUN
ejpam-6869	203	2	.	.	PUNCT
ejpam-6869	204	1	6	6	NUM
ejpam-6869	204	2	presents	present	VERB
ejpam-6869	204	3	the	the	DET
ejpam-6869	204	4	variation	variation	NOUN
ejpam-6869	204	5	of	of	ADP
ejpam-6869	204	6	total	total	ADJ
ejpam-6869	204	7	heat	heat	NOUN
ejpam-6869	204	8	flux	flux	NOUN
ejpam-6869	204	9	magnitude	magnitude	NOUN
ejpam-6869	204	10	along	along	ADP
ejpam-6869	204	11	the	the	DET
ejpam-6869	204	12	heated	heated	ADJ
ejpam-6869	204	13	wavy	wavy	ADJ
ejpam-6869	204	14	wall	wall	NOUN
ejpam-6869	204	15	for	for	ADP
ejpam-6869	204	16	different	different	ADJ
ejpam-6869	204	17	hartmann	hartmann	PROPN
ejpam-6869	204	18	numbers	number	NOUN
ejpam-6869	204	19	(	(	PUNCT
ejpam-6869	204	20	ha	ha	INTJ
ejpam-6869	204	21	=	=	SYM
ejpam-6869	204	22	0	0	NUM
ejpam-6869	204	23	,	,	PUNCT
ejpam-6869	204	24	10	10	NUM
ejpam-6869	204	25	,	,	PUNCT
ejpam-6869	204	26	20	20	NUM
ejpam-6869	204	27	,	,	PUNCT
ejpam-6869	204	28	30	30	NUM
ejpam-6869	204	29	,	,	PUNCT
ejpam-6869	204	30	40	40	NUM
ejpam-6869	204	31	)	)	PUNCT
ejpam-6869	204	32	,	,	PUNCT
ejpam-6869	204	33	illustrating	illustrate	VERB
ejpam-6869	204	34	the	the	DET
ejpam-6869	204	35	influence	influence	NOUN
ejpam-6869	204	36	of	of	ADP
ejpam-6869	204	37	magnetic	magnetic	ADJ
ejpam-6869	204	38	field	field	NOUN
ejpam-6869	204	39	strength	strength	NOUN
ejpam-6869	204	40	on	on	ADP
ejpam-6869	204	41	heat	heat	NOUN
ejpam-6869	204	42	transfer	transfer	NOUN
ejpam-6869	204	43	performance	performance	NOUN
ejpam-6869	204	44	in	in	ADP
ejpam-6869	204	45	the	the	DET
ejpam-6869	204	46	presence	presence	NOUN
ejpam-6869	204	47	of	of	ADP
ejpam-6869	204	48	electrically	electrically	ADV
ejpam-6869	204	49	conducting	conduct	VERB
ejpam-6869	204	50	hybrid	hybrid	ADJ
ejpam-6869	204	51	nanofluids	nanofluid	NOUN
ejpam-6869	204	52	.	.	PUNCT
ejpam-6869	205	1	across	across	ADP
ejpam-6869	205	2	all	all	DET
ejpam-6869	205	3	cases	case	NOUN
ejpam-6869	205	4	,	,	PUNCT
ejpam-6869	205	5	the	the	DET
ejpam-6869	205	6	heat	heat	NOUN
ejpam-6869	205	7	flux	flux	NOUN
ejpam-6869	205	8	profiles	profile	NOUN
ejpam-6869	205	9	exhibit	exhibit	VERB
ejpam-6869	205	10	a	a	DET
ejpam-6869	205	11	characteristic	characteristic	ADJ
ejpam-6869	205	12	wavy	wavy	NOUN
ejpam-6869	205	13	decreasing	decrease	VERB
ejpam-6869	205	14	pattern	pattern	NOUN
ejpam-6869	205	15	,	,	PUNCT
ejpam-6869	205	16	with	with	ADP
ejpam-6869	205	17	two	two	NUM
ejpam-6869	205	18	distinct	distinct	ADJ
ejpam-6869	205	19	local	local	ADJ
ejpam-6869	205	20	maxima	maxima	NOUN
ejpam-6869	205	21	—	—	PUNCT
ejpam-6869	205	22	one	one	NUM
ejpam-6869	205	23	located	locate	VERB
ejpam-6869	205	24	near	near	ADP
ejpam-6869	205	25	the	the	DET
ejpam-6869	205	26	lower	low	ADJ
ejpam-6869	205	27	section	section	NOUN
ejpam-6869	205	28	and	and	CCONJ
ejpam-6869	205	29	the	the	DET
ejpam-6869	205	30	other	other	ADJ
ejpam-6869	205	31	near	near	ADP
ejpam-6869	205	32	the	the	DET
ejpam-6869	205	33	mid	mid	NOUN
ejpam-6869	205	34	-	-	NOUN
ejpam-6869	205	35	height	height	NOUN
ejpam-6869	205	36	of	of	ADP
ejpam-6869	205	37	the	the	DET
ejpam-6869	205	38	wall	wall	NOUN
ejpam-6869	205	39	.	.	PUNCT
ejpam-6869	206	1	these	these	DET
ejpam-6869	206	2	peak	peak	ADJ
ejpam-6869	206	3	regions	region	NOUN
ejpam-6869	206	4	correspond	correspond	VERB
ejpam-6869	206	5	to	to	ADP
ejpam-6869	206	6	zones	zone	NOUN
ejpam-6869	206	7	of	of	ADP
ejpam-6869	206	8	enhanced	enhance	VERB
ejpam-6869	206	9	convective	convective	ADJ
ejpam-6869	206	10	motion	motion	NOUN
ejpam-6869	206	11	and	and	CCONJ
ejpam-6869	206	12	intensified	intensify	VERB
ejpam-6869	206	13	thermal	thermal	ADJ
ejpam-6869	206	14	gradients	gradient	NOUN
ejpam-6869	206	15	induced	induce	VERB
ejpam-6869	206	16	by	by	ADP
ejpam-6869	206	17	the	the	DET
ejpam-6869	206	18	enclosure	enclosure	NOUN
ejpam-6869	206	19	’s	’s	PART
ejpam-6869	206	20	wavy	wavy	ADJ
ejpam-6869	206	21	geometry	geometry	NOUN
ejpam-6869	206	22	.	.	PUNCT
ejpam-6869	207	1	as	as	SCONJ
ejpam-6869	207	2	the	the	DET
ejpam-6869	207	3	hartmann	hartmann	PROPN
ejpam-6869	207	4	number	number	NOUN
ejpam-6869	207	5	increases	increase	VERB
ejpam-6869	207	6	,	,	PUNCT
ejpam-6869	207	7	a	a	DET
ejpam-6869	207	8	systematic	systematic	ADJ
ejpam-6869	207	9	reduction	reduction	NOUN
ejpam-6869	207	10	in	in	ADP
ejpam-6869	207	11	the	the	DET
ejpam-6869	207	12	total	total	ADJ
ejpam-6869	207	13	heat	heat	NOUN
ejpam-6869	207	14	flux	flux	NOUN
ejpam-6869	207	15	magnitude	magnitude	NOUN
ejpam-6869	207	16	is	be	AUX
ejpam-6869	207	17	observed	observe	VERB
ejpam-6869	207	18	.	.	PUNCT
ejpam-6869	208	1	this	this	DET
ejpam-6869	208	2	attenuation	attenuation	NOUN
ejpam-6869	208	3	in	in	ADP
ejpam-6869	208	4	heat	heat	NOUN
ejpam-6869	208	5	transfer	transfer	NOUN
ejpam-6869	208	6	can	can	AUX
ejpam-6869	208	7	be	be	AUX
ejpam-6869	208	8	attributed	attribute	VERB
ejpam-6869	208	9	to	to	ADP
ejpam-6869	208	10	the	the	DET
ejpam-6869	208	11	magnetohydrodynamic	magnetohydrodynamic	ADJ
ejpam-6869	208	12	(	(	PUNCT
ejpam-6869	208	13	mhd	mhd	NOUN
ejpam-6869	208	14	)	)	PUNCT
ejpam-6869	208	15	damping	damp	VERB
ejpam-6869	208	16	effect	effect	NOUN
ejpam-6869	208	17	:	:	PUNCT
ejpam-6869	208	18	the	the	DET
ejpam-6869	208	19	presence	presence	NOUN
ejpam-6869	208	20	of	of	ADP
ejpam-6869	208	21	a	a	DET
ejpam-6869	208	22	transverse	transverse	NOUN
ejpam-6869	208	23	magnetic	magnetic	ADJ
ejpam-6869	208	24	field	field	NOUN
ejpam-6869	208	25	introduces	introduce	VERB
ejpam-6869	208	26	lorentz	lorentz	PROPN
ejpam-6869	208	27	forces	force	NOUN
ejpam-6869	208	28	that	that	PRON
ejpam-6869	208	29	act	act	VERB
ejpam-6869	208	30	as	as	ADP
ejpam-6869	208	31	a	a	DET
ejpam-6869	208	32	resistive	resistive	ADJ
ejpam-6869	208	33	force	force	NOUN
ejpam-6869	208	34	against	against	ADP
ejpam-6869	208	35	fluid	fluid	ADJ
ejpam-6869	208	36	motion	motion	NOUN
ejpam-6869	208	37	.	.	PUNCT
ejpam-6869	209	1	these	these	DET
ejpam-6869	209	2	forces	force	NOUN
ejpam-6869	209	3	k.	k.	PROPN
ejpam-6869	209	4	al	al	PROPN
ejpam-6869	209	5	kalbani	kalbani	PROPN
ejpam-6869	209	6	et	et	PROPN
ejpam-6869	209	7	al	al	PROPN
ejpam-6869	209	8	.	.	PUNCT
ejpam-6869	209	9	/	/	SYM
ejpam-6869	209	10	eur	eur	PROPN
ejpam-6869	209	11	.	.	PUNCT
ejpam-6869	210	1	j.	j.	PROPN
ejpam-6869	210	2	pure	pure	PROPN
ejpam-6869	210	3	appl	appl	PROPN
ejpam-6869	210	4	.	.	PROPN
ejpam-6869	210	5	math	math	PROPN
ejpam-6869	210	6	,	,	PUNCT
ejpam-6869	210	7	18	18	NUM
ejpam-6869	210	8	(	(	PUNCT
ejpam-6869	210	9	4	4	NUM
ejpam-6869	210	10	)	)	PUNCT
ejpam-6869	210	11	(	(	PUNCT
ejpam-6869	210	12	2025	2025	NUM
ejpam-6869	210	13	)	)	PUNCT
ejpam-6869	210	14	,	,	PUNCT
ejpam-6869	210	15	6869	6869	NUM
ejpam-6869	210	16	13	13	NUM
ejpam-6869	210	17	of	of	ADP
ejpam-6869	210	18	20	20	NUM
ejpam-6869	210	19	suppress	suppress	VERB
ejpam-6869	210	20	the	the	DET
ejpam-6869	210	21	buoyancy	buoyancy	NOUN
ejpam-6869	210	22	-	-	PUNCT
ejpam-6869	210	23	driven	drive	VERB
ejpam-6869	210	24	convective	convective	ADJ
ejpam-6869	210	25	currents	current	NOUN
ejpam-6869	210	26	that	that	PRON
ejpam-6869	210	27	are	be	AUX
ejpam-6869	210	28	responsible	responsible	ADJ
ejpam-6869	210	29	for	for	ADP
ejpam-6869	210	30	enhancing	enhance	VERB
ejpam-6869	210	31	heat	heat	NOUN
ejpam-6869	210	32	transport	transport	NOUN
ejpam-6869	210	33	,	,	PUNCT
ejpam-6869	210	34	thereby	thereby	ADV
ejpam-6869	210	35	shifting	shift	VERB
ejpam-6869	210	36	the	the	DET
ejpam-6869	210	37	dominant	dominant	ADJ
ejpam-6869	210	38	heat	heat	NOUN
ejpam-6869	210	39	transfer	transfer	NOUN
ejpam-6869	210	40	mechanism	mechanism	NOUN
ejpam-6869	210	41	toward	toward	ADP
ejpam-6869	210	42	conduction	conduction	NOUN
ejpam-6869	210	43	,	,	PUNCT
ejpam-6869	210	44	especially	especially	ADV
ejpam-6869	210	45	at	at	ADP
ejpam-6869	210	46	higher	high	ADJ
ejpam-6869	210	47	ha	ha	INTJ
ejpam-6869	210	48	values	value	NOUN
ejpam-6869	210	49	.	.	PUNCT
ejpam-6869	211	1	fig	fig	NOUN
ejpam-6869	211	2	.	.	PUNCT
ejpam-6869	212	1	6	6	NUM
ejpam-6869	212	2	.	.	X
ejpam-6869	212	3	total	total	ADJ
ejpam-6869	212	4	heat	heat	NOUN
ejpam-6869	212	5	flux	flux	NOUN
ejpam-6869	212	6	magnitude	magnitude	NOUN
ejpam-6869	212	7	for	for	ADP
ejpam-6869	212	8	the	the	DET
ejpam-6869	212	9	hartmann	hartmann	PROPN
ejpam-6869	212	10	number	number	NOUN
ejpam-6869	212	11	(	(	PUNCT
ejpam-6869	212	12	ha	ha	INTJ
ejpam-6869	212	13	)	)	PUNCT
ejpam-6869	212	14	when	when	SCONJ
ejpam-6869	212	15	φn1	φn1	ADV
ejpam-6869	212	16	=	=	SYM
ejpam-6869	212	17	0.02	0.02	NUM
ejpam-6869	212	18	,	,	PUNCT
ejpam-6869	212	19	φn2	φn2	NOUN
ejpam-6869	213	1	=	=	NOUN
ejpam-6869	213	2	0.02	0.02	NUM
ejpam-6869	213	3	,	,	PUNCT
ejpam-6869	213	4	pr	pr	NOUN
ejpam-6869	213	5	=	=	NOUN
ejpam-6869	214	1	36.183	36.183	NUM
ejpam-6869	214	2	,	,	PUNCT
ejpam-6869	214	3	ra	ra	PROPN
ejpam-6869	214	4	=	=	SYM
ejpam-6869	214	5	105	105	NUM
ejpam-6869	214	6	(	(	PUNCT
ejpam-6869	214	7	cu	cu	PROPN
ejpam-6869	214	8	–	–	PUNCT
ejpam-6869	214	9	al2o3	al2o3	NOUN
ejpam-6869	214	10	/	/	SYM
ejpam-6869	214	11	water(50%)–eg(50	water(50%)–eg(50	PROPN
ejpam-6869	214	12	%	%	NOUN
ejpam-6869	214	13	)	)	PUNCT
ejpam-6869	214	14	)	)	PUNCT
ejpam-6869	214	15	.	.	PUNCT
ejpam-6869	215	1	notably	notably	ADV
ejpam-6869	215	2	,	,	PUNCT
ejpam-6869	215	3	the	the	DET
ejpam-6869	215	4	divergence	divergence	NOUN
ejpam-6869	215	5	between	between	ADP
ejpam-6869	215	6	the	the	DET
ejpam-6869	215	7	flux	flux	NOUN
ejpam-6869	215	8	curves	curve	NOUN
ejpam-6869	215	9	becomes	become	VERB
ejpam-6869	215	10	more	more	ADV
ejpam-6869	215	11	noticeable	noticeable	ADJ
ejpam-6869	215	12	at	at	ADP
ejpam-6869	215	13	the	the	DET
ejpam-6869	215	14	peak	peak	NOUN
ejpam-6869	215	15	regions	region	NOUN
ejpam-6869	215	16	.	.	PUNCT
ejpam-6869	216	1	this	this	PRON
ejpam-6869	216	2	suggests	suggest	VERB
ejpam-6869	216	3	that	that	SCONJ
ejpam-6869	216	4	the	the	DET
ejpam-6869	216	5	localized	localized	ADJ
ejpam-6869	216	6	convective	convective	ADJ
ejpam-6869	216	7	enhancements	enhancement	NOUN
ejpam-6869	216	8	,	,	PUNCT
ejpam-6869	216	9	which	which	PRON
ejpam-6869	216	10	are	be	AUX
ejpam-6869	216	11	highly	highly	ADV
ejpam-6869	216	12	sensitive	sensitive	ADJ
ejpam-6869	216	13	to	to	ADP
ejpam-6869	216	14	fluid	fluid	ADJ
ejpam-6869	216	15	motion	motion	NOUN
ejpam-6869	216	16	,	,	PUNCT
ejpam-6869	216	17	are	be	AUX
ejpam-6869	216	18	more	more	ADV
ejpam-6869	216	19	significantly	significantly	ADV
ejpam-6869	216	20	damped	damp	VERB
ejpam-6869	216	21	under	under	ADP
ejpam-6869	216	22	stronger	strong	ADJ
ejpam-6869	216	23	magnetic	magnetic	ADJ
ejpam-6869	216	24	fields	field	NOUN
ejpam-6869	216	25	.	.	PUNCT
ejpam-6869	217	1	in	in	ADP
ejpam-6869	217	2	contrast	contrast	NOUN
ejpam-6869	217	3	,	,	PUNCT
ejpam-6869	217	4	the	the	DET
ejpam-6869	217	5	regions	region	NOUN
ejpam-6869	217	6	between	between	ADP
ejpam-6869	217	7	peaks	peak	NOUN
ejpam-6869	217	8	,	,	PUNCT
ejpam-6869	217	9	where	where	SCONJ
ejpam-6869	217	10	conduction	conduction	NOUN
ejpam-6869	217	11	plays	play	VERB
ejpam-6869	217	12	a	a	DET
ejpam-6869	217	13	relatively	relatively	ADV
ejpam-6869	217	14	larger	large	ADJ
ejpam-6869	217	15	role	role	NOUN
ejpam-6869	217	16	,	,	PUNCT
ejpam-6869	217	17	are	be	AUX
ejpam-6869	217	18	less	less	ADV
ejpam-6869	217	19	affected	affected	ADJ
ejpam-6869	217	20	.	.	PUNCT
ejpam-6869	218	1	overall	overall	ADV
ejpam-6869	218	2	,	,	PUNCT
ejpam-6869	218	3	the	the	DET
ejpam-6869	218	4	results	result	NOUN
ejpam-6869	218	5	confirm	confirm	VERB
ejpam-6869	218	6	that	that	SCONJ
ejpam-6869	218	7	increasing	increase	VERB
ejpam-6869	218	8	magnetic	magnetic	ADJ
ejpam-6869	218	9	field	field	NOUN
ejpam-6869	218	10	strength	strength	NOUN
ejpam-6869	218	11	exerts	exert	VERB
ejpam-6869	218	12	a	a	DET
ejpam-6869	218	13	stabilizing	stabilizing	NOUN
ejpam-6869	218	14	and	and	CCONJ
ejpam-6869	218	15	suppressive	suppressive	ADJ
ejpam-6869	218	16	influence	influence	NOUN
ejpam-6869	218	17	on	on	ADP
ejpam-6869	218	18	convective	convective	ADJ
ejpam-6869	218	19	transport	transport	NOUN
ejpam-6869	218	20	,	,	PUNCT
ejpam-6869	218	21	leading	lead	VERB
ejpam-6869	218	22	to	to	ADP
ejpam-6869	218	23	reduced	reduce	VERB
ejpam-6869	218	24	thermal	thermal	ADJ
ejpam-6869	218	25	efficiency	efficiency	NOUN
ejpam-6869	218	26	along	along	ADP
ejpam-6869	218	27	the	the	DET
ejpam-6869	218	28	heated	heated	ADJ
ejpam-6869	218	29	wall	wall	NOUN
ejpam-6869	218	30	.	.	PUNCT
ejpam-6869	219	1	this	this	DET
ejpam-6869	219	2	highlights	highlight	VERB
ejpam-6869	219	3	the	the	DET
ejpam-6869	219	4	critical	critical	ADJ
ejpam-6869	219	5	interplay	interplay	NOUN
ejpam-6869	219	6	between	between	ADP
ejpam-6869	219	7	electromagnetic	electromagnetic	ADJ
ejpam-6869	219	8	control	control	NOUN
ejpam-6869	219	9	and	and	CCONJ
ejpam-6869	219	10	thermal	thermal	ADJ
ejpam-6869	219	11	performance	performance	NOUN
ejpam-6869	219	12	in	in	ADP
ejpam-6869	219	13	mhd	mhd	NOUN
ejpam-6869	219	14	applications	application	NOUN
ejpam-6869	219	15	involving	involve	VERB
ejpam-6869	219	16	hybrid	hybrid	ADJ
ejpam-6869	219	17	nanofluids	nanofluid	NOUN
ejpam-6869	219	18	.	.	PUNCT
ejpam-6869	220	1	table	table	NOUN
ejpam-6869	220	2	4	4	NUM
ejpam-6869	220	3	presents	present	VERB
ejpam-6869	220	4	the	the	DET
ejpam-6869	220	5	average	average	ADJ
ejpam-6869	220	6	nusselt	nusselt	NOUN
ejpam-6869	220	7	number	number	NOUN
ejpam-6869	220	8	for	for	ADP
ejpam-6869	220	9	various	various	ADJ
ejpam-6869	220	10	rayleigh	rayleigh	NOUN
ejpam-6869	220	11	numbers	number	NOUN
ejpam-6869	220	12	(	(	PUNCT
ejpam-6869	220	13	ra	ra	NOUN
ejpam-6869	220	14	=	=	SYM
ejpam-6869	220	15	103	103	NUM
ejpam-6869	220	16	,	,	PUNCT
ejpam-6869	220	17	104	104	NUM
ejpam-6869	220	18	,	,	PUNCT
ejpam-6869	220	19	105	105	NUM
ejpam-6869	220	20	,	,	PUNCT
ejpam-6869	220	21	106	106	NUM
ejpam-6869	220	22	)	)	PUNCT
ejpam-6869	220	23	and	and	CCONJ
ejpam-6869	220	24	different	different	ADJ
ejpam-6869	220	25	water	water	NOUN
ejpam-6869	220	26	–	–	PUNCT
ejpam-6869	220	27	ethylene	ethylene	NOUN
ejpam-6869	220	28	glycol	glycol	NOUN
ejpam-6869	220	29	base	base	NOUN
ejpam-6869	220	30	fluid	fluid	NOUN
ejpam-6869	220	31	compositions	composition	NOUN
ejpam-6869	220	32	:	:	PUNCT
ejpam-6869	220	33	50	50	NUM
ejpam-6869	220	34	%	%	NOUN
ejpam-6869	220	35	–	–	PUNCT
ejpam-6869	220	36	50	50	NUM
ejpam-6869	220	37	%	%	NOUN
ejpam-6869	220	38	,	,	PUNCT
ejpam-6869	220	39	60%–40	60%–40	NUM
ejpam-6869	220	40	%	%	NOUN
ejpam-6869	220	41	,	,	PUNCT
ejpam-6869	220	42	80%–20	80%–20	NUM
ejpam-6869	220	43	%	%	NOUN
ejpam-6869	220	44	,	,	PUNCT
ejpam-6869	220	45	90%–10	90%–10	NUM
ejpam-6869	220	46	%	%	NOUN
ejpam-6869	220	47	,	,	PUNCT
ejpam-6869	220	48	and	and	CCONJ
ejpam-6869	220	49	95%–5	95%–5	NUM
ejpam-6869	220	50	%	%	NOUN
ejpam-6869	220	51	.	.	PUNCT
ejpam-6869	221	1	the	the	DET
ejpam-6869	221	2	concentrations	concentration	NOUN
ejpam-6869	221	3	of	of	ADP
ejpam-6869	221	4	copper	copper	NOUN
ejpam-6869	221	5	and	and	CCONJ
ejpam-6869	221	6	aluminum	aluminum	NOUN
ejpam-6869	221	7	oxide	oxide	NOUN
ejpam-6869	221	8	nanoparticles	nanoparticle	NOUN
ejpam-6869	221	9	are	be	AUX
ejpam-6869	221	10	fixed	fix	VERB
ejpam-6869	221	11	at	at	ADP
ejpam-6869	221	12	φn1	φn1	ADJ
ejpam-6869	221	13	=	=	PUNCT
ejpam-6869	221	14	0.02	0.02	NUM
ejpam-6869	221	15	and	and	CCONJ
ejpam-6869	221	16	φn2	φn2	NOUN
ejpam-6869	221	17	=	=	NOUN
ejpam-6869	221	18	0.02	0.02	NUM
ejpam-6869	221	19	,	,	PUNCT
ejpam-6869	221	20	respectively	respectively	ADV
ejpam-6869	221	21	.	.	PUNCT
ejpam-6869	222	1	as	as	SCONJ
ejpam-6869	222	2	expected	expect	VERB
ejpam-6869	222	3	,	,	PUNCT
ejpam-6869	222	4	the	the	DET
ejpam-6869	222	5	average	average	ADJ
ejpam-6869	222	6	nusselt	nusselt	NOUN
ejpam-6869	222	7	number	number	NOUN
ejpam-6869	222	8	increases	increase	VERB
ejpam-6869	222	9	significantly	significantly	ADV
ejpam-6869	222	10	with	with	ADP
ejpam-6869	222	11	the	the	DET
ejpam-6869	222	12	rising	rise	VERB
ejpam-6869	222	13	rayleigh	rayleigh	NOUN
ejpam-6869	222	14	number	number	NOUN
ejpam-6869	222	15	for	for	ADP
ejpam-6869	222	16	all	all	DET
ejpam-6869	222	17	base	base	ADJ
ejpam-6869	222	18	fluid	fluid	ADJ
ejpam-6869	222	19	mixtures	mixture	NOUN
ejpam-6869	222	20	.	.	PUNCT
ejpam-6869	223	1	this	this	DET
ejpam-6869	223	2	trend	trend	NOUN
ejpam-6869	223	3	reflects	reflect	VERB
ejpam-6869	223	4	the	the	DET
ejpam-6869	223	5	transition	transition	NOUN
ejpam-6869	223	6	from	from	ADP
ejpam-6869	223	7	conduction	conduction	NOUN
ejpam-6869	223	8	-	-	PUNCT
ejpam-6869	223	9	dominated	dominate	VERB
ejpam-6869	223	10	to	to	ADP
ejpam-6869	223	11	convection	convection	NOUN
ejpam-6869	223	12	-	-	PUNCT
ejpam-6869	223	13	dominated	dominate	VERB
ejpam-6869	223	14	heat	heat	NOUN
ejpam-6869	223	15	transfer	transfer	NOUN
ejpam-6869	223	16	regimes	regime	NOUN
ejpam-6869	223	17	.	.	PUNCT
ejpam-6869	224	1	at	at	ADP
ejpam-6869	224	2	low	low	PROPN
ejpam-6869	224	3	ra	ra	PROPN
ejpam-6869	224	4	,	,	PUNCT
ejpam-6869	224	5	thermal	thermal	ADJ
ejpam-6869	224	6	energy	energy	NOUN
ejpam-6869	224	7	is	be	AUX
ejpam-6869	224	8	primarily	primarily	ADV
ejpam-6869	224	9	transferred	transfer	VERB
ejpam-6869	224	10	through	through	ADP
ejpam-6869	224	11	molecular	molecular	ADJ
ejpam-6869	224	12	diffusion	diffusion	NOUN
ejpam-6869	224	13	,	,	PUNCT
ejpam-6869	224	14	resulting	result	VERB
ejpam-6869	224	15	in	in	ADP
ejpam-6869	224	16	lower	low	ADJ
ejpam-6869	224	17	nusselt	nusselt	NOUN
ejpam-6869	224	18	numbers	number	NOUN
ejpam-6869	224	19	.	.	PUNCT
ejpam-6869	225	1	with	with	ADP
ejpam-6869	225	2	increasing	increase	VERB
ejpam-6869	225	3	ra	ra	PROPN
ejpam-6869	225	4	,	,	PUNCT
ejpam-6869	225	5	the	the	DET
ejpam-6869	225	6	buoyancy	buoyancy	NOUN
ejpam-6869	225	7	-	-	PUNCT
ejpam-6869	225	8	driven	drive	VERB
ejpam-6869	225	9	flow	flow	NOUN
ejpam-6869	225	10	becomes	become	VERB
ejpam-6869	225	11	stronger	strong	ADJ
ejpam-6869	225	12	,	,	PUNCT
ejpam-6869	225	13	enhancing	enhance	VERB
ejpam-6869	225	14	thermal	thermal	ADJ
ejpam-6869	225	15	transport	transport	NOUN
ejpam-6869	225	16	via	via	ADP
ejpam-6869	225	17	fluid	fluid	ADJ
ejpam-6869	225	18	motion	motion	NOUN
ejpam-6869	225	19	and	and	CCONJ
ejpam-6869	225	20	leading	lead	VERB
ejpam-6869	225	21	to	to	ADP
ejpam-6869	225	22	a	a	DET
ejpam-6869	225	23	substantial	substantial	ADJ
ejpam-6869	225	24	increase	increase	NOUN
ejpam-6869	225	25	in	in	ADP
ejpam-6869	225	26	convective	convective	ADJ
ejpam-6869	225	27	heat	heat	NOUN
ejpam-6869	225	28	transfer	transfer	NOUN
ejpam-6869	225	29	rates	rate	NOUN
ejpam-6869	225	30	.	.	PUNCT
ejpam-6869	226	1	in	in	ADP
ejpam-6869	226	2	contrast	contrast	NOUN
ejpam-6869	226	3	,	,	PUNCT
ejpam-6869	226	4	the	the	DET
ejpam-6869	226	5	variation	variation	NOUN
ejpam-6869	226	6	in	in	ADP
ejpam-6869	226	7	average	average	ADJ
ejpam-6869	226	8	nusselt	nusselt	NOUN
ejpam-6869	226	9	number	number	NOUN
ejpam-6869	226	10	among	among	ADP
ejpam-6869	226	11	the	the	DET
ejpam-6869	226	12	different	different	ADJ
ejpam-6869	226	13	water	water	NOUN
ejpam-6869	226	14	–	–	PUNCT
ejpam-6869	226	15	ethylene	ethylene	NOUN
ejpam-6869	226	16	glycol	glycol	NOUN
ejpam-6869	226	17	mixtures	mixture	NOUN
ejpam-6869	226	18	is	be	AUX
ejpam-6869	226	19	relatively	relatively	ADV
ejpam-6869	226	20	small	small	ADJ
ejpam-6869	226	21	across	across	ADP
ejpam-6869	226	22	all	all	DET
ejpam-6869	226	23	rayleigh	rayleigh	PROPN
ejpam-6869	226	24	numbers	number	NOUN
ejpam-6869	226	25	.	.	PUNCT
ejpam-6869	227	1	this	this	DET
ejpam-6869	227	2	limited	limited	ADJ
ejpam-6869	227	3	sensitivity	sensitivity	NOUN
ejpam-6869	227	4	can	can	AUX
ejpam-6869	227	5	be	be	AUX
ejpam-6869	227	6	attributed	attribute	VERB
ejpam-6869	227	7	to	to	ADP
ejpam-6869	227	8	the	the	DET
ejpam-6869	227	9	moderate	moderate	ADJ
ejpam-6869	227	10	changes	change	NOUN
ejpam-6869	227	11	in	in	ADP
ejpam-6869	227	12	thermophysical	thermophysical	ADJ
ejpam-6869	227	13	properties	property	NOUN
ejpam-6869	227	14	—	—	PUNCT
ejpam-6869	227	15	such	such	ADJ
ejpam-6869	227	16	as	as	ADP
ejpam-6869	227	17	thermal	thermal	ADJ
ejpam-6869	227	18	conductivity	conductivity	NOUN
ejpam-6869	227	19	,	,	PUNCT
ejpam-6869	227	20	viscosity	viscosity	NOUN
ejpam-6869	227	21	,	,	PUNCT
ejpam-6869	227	22	and	and	CCONJ
ejpam-6869	227	23	specific	specific	ADJ
ejpam-6869	227	24	heat	heat	NOUN
ejpam-6869	227	25	—	—	PUNCT
ejpam-6869	227	26	across	across	ADP
ejpam-6869	227	27	the	the	DET
ejpam-6869	227	28	selected	select	VERB
ejpam-6869	227	29	mixing	mix	VERB
ejpam-6869	227	30	ratios	ratio	NOUN
ejpam-6869	227	31	.	.	PUNCT
ejpam-6869	228	1	although	although	SCONJ
ejpam-6869	228	2	increasing	increase	VERB
ejpam-6869	228	3	the	the	DET
ejpam-6869	228	4	water	water	NOUN
ejpam-6869	228	5	content	content	NOUN
ejpam-6869	228	6	generally	generally	ADV
ejpam-6869	228	7	improves	improve	VERB
ejpam-6869	228	8	thermal	thermal	ADJ
ejpam-6869	228	9	conductivity	conductivity	NOUN
ejpam-6869	228	10	and	and	CCONJ
ejpam-6869	228	11	reduces	reduce	VERB
ejpam-6869	228	12	k.	k.	PROPN
ejpam-6869	228	13	al	al	PROPN
ejpam-6869	228	14	kalbani	kalbani	PROPN
ejpam-6869	229	1	et	et	PROPN
ejpam-6869	229	2	al	al	PROPN
ejpam-6869	229	3	.	.	PUNCT
ejpam-6869	229	4	/	/	SYM
ejpam-6869	229	5	eur	eur	PROPN
ejpam-6869	229	6	.	.	PUNCT
ejpam-6869	230	1	j.	j.	PROPN
ejpam-6869	230	2	pure	pure	PROPN
ejpam-6869	230	3	appl	appl	PROPN
ejpam-6869	230	4	.	.	PROPN
ejpam-6869	230	5	math	math	PROPN
ejpam-6869	230	6	,	,	PUNCT
ejpam-6869	230	7	18	18	NUM
ejpam-6869	230	8	(	(	PUNCT
ejpam-6869	230	9	4	4	NUM
ejpam-6869	230	10	)	)	PUNCT
ejpam-6869	230	11	(	(	PUNCT
ejpam-6869	230	12	2025	2025	NUM
ejpam-6869	230	13	)	)	PUNCT
ejpam-6869	230	14	,	,	PUNCT
ejpam-6869	230	15	6869	6869	NUM
ejpam-6869	230	16	14	14	NUM
ejpam-6869	230	17	of	of	ADP
ejpam-6869	230	18	20	20	NUM
ejpam-6869	230	19	50−	50−	NUM
ejpam-6869	230	20	50	50	NUM
ejpam-6869	230	21	60−	60−	NUM
ejpam-6869	230	22	40	40	NUM
ejpam-6869	230	23	80−	80−	NOUN
ejpam-6869	230	24	20	20	NUM
ejpam-6869	230	25	90−	90−	NOUN
ejpam-6869	230	26	10	10	NUM
ejpam-6869	231	1	95−	95−	NUM
ejpam-6869	231	2	05	05	NUM
ejpam-6869	232	1	ra	ra	NOUN
ejpam-6869	233	1	=	=	NOUN
ejpam-6869	233	2	103	103	NUM
ejpam-6869	233	3	0.963	0.963	NUM
ejpam-6869	233	4	0.963	0.963	NUM
ejpam-6869	233	5	0.963	0.963	NUM
ejpam-6869	233	6	0.964	0.964	NUM
ejpam-6869	233	7	0.964	0.964	NUM
ejpam-6869	233	8	ra	ra	PROPN
ejpam-6869	234	1	=	=	NOUN
ejpam-6869	234	2	104	104	NUM
ejpam-6869	234	3	1.345	1.345	NUM
ejpam-6869	234	4	1.345	1.345	NUM
ejpam-6869	234	5	1.345	1.345	NUM
ejpam-6869	234	6	1.345	1.345	NUM
ejpam-6869	234	7	1.345	1.345	NUM
ejpam-6869	234	8	ra	ra	NOUN
ejpam-6869	235	1	=	=	NOUN
ejpam-6869	235	2	105	105	NUM
ejpam-6869	236	1	3.719	3.719	NUM
ejpam-6869	236	2	3.720	3.720	NUM
ejpam-6869	236	3	3.721	3.721	NUM
ejpam-6869	236	4	3.722	3.722	NUM
ejpam-6869	236	5	3.722	3.722	NUM
ejpam-6869	236	6	ra	ra	NOUN
ejpam-6869	237	1	=	=	NUM
ejpam-6869	237	2	106	106	NUM
ejpam-6869	237	3	8.584	8.584	NUM
ejpam-6869	238	1	8.593	8.593	NUM
ejpam-6869	238	2	8.595	8.595	NUM
ejpam-6869	238	3	8.597	8.597	NUM
ejpam-6869	238	4	8.602	8.602	NUM
ejpam-6869	238	5	table	table	NOUN
ejpam-6869	238	6	4	4	NUM
ejpam-6869	238	7	.	.	PUNCT
ejpam-6869	238	8	average	average	ADJ
ejpam-6869	238	9	nusselt	nusselt	NOUN
ejpam-6869	238	10	number	number	NOUN
ejpam-6869	238	11	for	for	ADP
ejpam-6869	238	12	different	different	ADJ
ejpam-6869	238	13	percentages	percentage	NOUN
ejpam-6869	238	14	of	of	ADP
ejpam-6869	238	15	water	water	NOUN
ejpam-6869	238	16	–	–	PUNCT
ejpam-6869	238	17	ethylene	ethylene	NOUN
ejpam-6869	238	18	glycol	glycol	NOUN
ejpam-6869	238	19	base	base	NOUN
ejpam-6869	238	20	fluid	fluid	NOUN
ejpam-6869	238	21	when	when	SCONJ
ejpam-6869	238	22	φn1	φn1	ADV
ejpam-6869	238	23	=	=	SYM
ejpam-6869	238	24	0.02	0.02	NUM
ejpam-6869	238	25	,	,	PUNCT
ejpam-6869	238	26	φn2	φn2	NOUN
ejpam-6869	238	27	=	=	NOUN
ejpam-6869	238	28	0.02	0.02	NUM
ejpam-6869	238	29	,	,	PUNCT
ejpam-6869	238	30	ha	ha	INTJ
ejpam-6869	238	31	=	=	ADJ
ejpam-6869	238	32	20	20	NUM
ejpam-6869	238	33	.	.	PUNCT
ejpam-6869	238	34	viscosity	viscosity	NOUN
ejpam-6869	238	35	(	(	PUNCT
ejpam-6869	238	36	thus	thus	ADV
ejpam-6869	238	37	promoting	promote	VERB
ejpam-6869	238	38	convection	convection	NOUN
ejpam-6869	238	39	)	)	PUNCT
ejpam-6869	239	1	,	,	PUNCT
ejpam-6869	239	2	the	the	DET
ejpam-6869	239	3	impact	impact	NOUN
ejpam-6869	239	4	of	of	ADP
ejpam-6869	239	5	these	these	DET
ejpam-6869	239	6	variations	variation	NOUN
ejpam-6869	239	7	is	be	AUX
ejpam-6869	239	8	overshadowed	overshadow	VERB
ejpam-6869	239	9	by	by	ADP
ejpam-6869	239	10	the	the	DET
ejpam-6869	239	11	dominant	dominant	ADJ
ejpam-6869	239	12	influence	influence	NOUN
ejpam-6869	239	13	of	of	ADP
ejpam-6869	239	14	the	the	DET
ejpam-6869	239	15	rayleigh	rayleigh	NOUN
ejpam-6869	239	16	number	number	NOUN
ejpam-6869	239	17	and	and	CCONJ
ejpam-6869	239	18	the	the	DET
ejpam-6869	239	19	presence	presence	NOUN
ejpam-6869	239	20	of	of	ADP
ejpam-6869	239	21	thermally	thermally	ADV
ejpam-6869	239	22	conductive	conductive	ADJ
ejpam-6869	239	23	nanoparticles	nanoparticle	NOUN
ejpam-6869	239	24	.	.	PUNCT
ejpam-6869	240	1	these	these	DET
ejpam-6869	240	2	findings	finding	NOUN
ejpam-6869	240	3	suggest	suggest	VERB
ejpam-6869	240	4	that	that	SCONJ
ejpam-6869	240	5	,	,	PUNCT
ejpam-6869	240	6	within	within	ADP
ejpam-6869	240	7	the	the	DET
ejpam-6869	240	8	examined	examine	VERB
ejpam-6869	240	9	range	range	NOUN
ejpam-6869	240	10	of	of	ADP
ejpam-6869	240	11	base	base	ADJ
ejpam-6869	240	12	fluid	fluid	NOUN
ejpam-6869	240	13	compositions	composition	NOUN
ejpam-6869	240	14	,	,	PUNCT
ejpam-6869	240	15	the	the	DET
ejpam-6869	240	16	enhancement	enhancement	NOUN
ejpam-6869	240	17	in	in	ADP
ejpam-6869	240	18	heat	heat	NOUN
ejpam-6869	240	19	transfer	transfer	NOUN
ejpam-6869	240	20	is	be	AUX
ejpam-6869	240	21	governed	govern	VERB
ejpam-6869	240	22	more	more	ADV
ejpam-6869	240	23	strongly	strongly	ADV
ejpam-6869	240	24	by	by	ADP
ejpam-6869	240	25	buoyancy	buoyancy	NOUN
ejpam-6869	240	26	effects	effect	NOUN
ejpam-6869	240	27	and	and	CCONJ
ejpam-6869	240	28	nanoparticle	nanoparticle	NOUN
ejpam-6869	240	29	loading	loading	NOUN
ejpam-6869	240	30	than	than	ADP
ejpam-6869	240	31	by	by	ADP
ejpam-6869	240	32	the	the	DET
ejpam-6869	240	33	specific	specific	ADJ
ejpam-6869	240	34	ratio	ratio	NOUN
ejpam-6869	240	35	of	of	ADP
ejpam-6869	240	36	water	water	NOUN
ejpam-6869	240	37	to	to	PART
ejpam-6869	240	38	ethylene	ethylene	NOUN
ejpam-6869	240	39	glycol	glycol	NOUN
ejpam-6869	240	40	.	.	PUNCT
ejpam-6869	241	1	fig	fig	NOUN
ejpam-6869	241	2	.	.	PUNCT
ejpam-6869	242	1	7	7	NUM
ejpam-6869	242	2	illustrates	illustrate	VERB
ejpam-6869	242	3	the	the	DET
ejpam-6869	242	4	variation	variation	NOUN
ejpam-6869	242	5	of	of	ADP
ejpam-6869	242	6	the	the	DET
ejpam-6869	242	7	average	average	ADJ
ejpam-6869	242	8	nusselt	nusselt	NOUN
ejpam-6869	242	9	number	number	NOUN
ejpam-6869	242	10	with	with	ADP
ejpam-6869	242	11	increasing	increase	VERB
ejpam-6869	242	12	nanoparticle	nanoparticle	NOUN
ejpam-6869	242	13	volume	volume	NOUN
ejpam-6869	242	14	fractions	fraction	NOUN
ejpam-6869	242	15	of	of	ADP
ejpam-6869	242	16	copper	copper	NOUN
ejpam-6869	242	17	(	(	PUNCT
ejpam-6869	242	18	φn1	φn1	ADJ
ejpam-6869	242	19	=	=	SYM
ejpam-6869	242	20	0	0	NUM
ejpam-6869	242	21	to	to	ADP
ejpam-6869	242	22	0.05	0.05	NUM
ejpam-6869	242	23	)	)	PUNCT
ejpam-6869	242	24	and	and	CCONJ
ejpam-6869	242	25	aluminum	aluminum	NOUN
ejpam-6869	242	26	oxide	oxide	NOUN
ejpam-6869	242	27	(	(	PUNCT
ejpam-6869	242	28	φn2	φn2	NOUN
ejpam-6869	242	29	=	=	NOUN
ejpam-6869	242	30	0	0	NUM
ejpam-6869	242	31	to	to	ADP
ejpam-6869	242	32	0.05	0.05	NUM
ejpam-6869	242	33	)	)	PUNCT
ejpam-6869	242	34	,	,	PUNCT
ejpam-6869	242	35	under	under	ADP
ejpam-6869	242	36	a	a	DET
ejpam-6869	242	37	fixed	fix	VERB
ejpam-6869	242	38	rayleigh	rayleigh	NOUN
ejpam-6869	242	39	number	number	NOUN
ejpam-6869	242	40	of	of	ADP
ejpam-6869	242	41	ra	ra	PROPN
ejpam-6869	242	42	=	=	NOUN
ejpam-6869	242	43	105	105	NUM
ejpam-6869	242	44	.	.	PUNCT
ejpam-6869	243	1	in	in	ADP
ejpam-6869	243	2	the	the	DET
ejpam-6869	243	3	first	first	ADJ
ejpam-6869	243	4	case	case	NOUN
ejpam-6869	243	5	(	(	PUNCT
ejpam-6869	243	6	red	red	ADJ
ejpam-6869	243	7	curve	curve	NOUN
ejpam-6869	243	8	)	)	PUNCT
ejpam-6869	243	9	,	,	PUNCT
ejpam-6869	243	10	the	the	DET
ejpam-6869	243	11	volume	volume	NOUN
ejpam-6869	243	12	fraction	fraction	NOUN
ejpam-6869	243	13	of	of	ADP
ejpam-6869	243	14	al2o3	al2o3	PROPN
ejpam-6869	243	15	is	be	AUX
ejpam-6869	243	16	held	hold	VERB
ejpam-6869	243	17	constant	constant	ADJ
ejpam-6869	243	18	at	at	ADP
ejpam-6869	243	19	φn2	φn2	NOUN
ejpam-6869	243	20	=	=	NOUN
ejpam-6869	243	21	0.02	0.02	NUM
ejpam-6869	243	22	,	,	PUNCT
ejpam-6869	243	23	while	while	SCONJ
ejpam-6869	243	24	φn1(cu	φn1(cu	ADV
ejpam-6869	243	25	)	)	PUNCT
ejpam-6869	243	26	varies	varie	NOUN
ejpam-6869	243	27	.	.	PUNCT
ejpam-6869	244	1	in	in	ADP
ejpam-6869	244	2	the	the	DET
ejpam-6869	244	3	second	second	ADJ
ejpam-6869	244	4	case	case	NOUN
ejpam-6869	244	5	(	(	PUNCT
ejpam-6869	244	6	blue	blue	ADJ
ejpam-6869	244	7	curve	curve	NOUN
ejpam-6869	244	8	)	)	PUNCT
ejpam-6869	244	9	,	,	PUNCT
ejpam-6869	244	10	the	the	DET
ejpam-6869	244	11	volume	volume	NOUN
ejpam-6869	244	12	fraction	fraction	NOUN
ejpam-6869	244	13	of	of	ADP
ejpam-6869	244	14	cu	cu	PROPN
ejpam-6869	244	15	is	be	AUX
ejpam-6869	244	16	fixed	fix	VERB
ejpam-6869	244	17	at	at	ADP
ejpam-6869	244	18	φn1	φn1	ADJ
ejpam-6869	244	19	=	=	NUM
ejpam-6869	244	20	0.02	0.02	NUM
ejpam-6869	244	21	,	,	PUNCT
ejpam-6869	244	22	and	and	CCONJ
ejpam-6869	244	23	φn2	φn2	NOUN
ejpam-6869	244	24	(	(	PUNCT
ejpam-6869	244	25	al2o3	al2o3	NOUN
ejpam-6869	244	26	)	)	PUNCT
ejpam-6869	244	27	is	be	AUX
ejpam-6869	244	28	varied	varied	ADJ
ejpam-6869	244	29	.	.	PUNCT
ejpam-6869	245	1	both	both	DET
ejpam-6869	245	2	trends	trend	NOUN
ejpam-6869	245	3	exhibit	exhibit	VERB
ejpam-6869	245	4	a	a	DET
ejpam-6869	245	5	monotonic	monotonic	ADJ
ejpam-6869	245	6	increase	increase	NOUN
ejpam-6869	245	7	in	in	ADP
ejpam-6869	245	8	the	the	DET
ejpam-6869	245	9	average	average	ADJ
ejpam-6869	245	10	nusselt	nusselt	NOUN
ejpam-6869	245	11	number	number	NOUN
ejpam-6869	245	12	with	with	ADP
ejpam-6869	245	13	increasing	increase	VERB
ejpam-6869	245	14	nanoparticle	nanoparticle	NOUN
ejpam-6869	245	15	volume	volume	NOUN
ejpam-6869	245	16	fraction	fraction	NOUN
ejpam-6869	245	17	,	,	PUNCT
ejpam-6869	245	18	confirming	confirm	VERB
ejpam-6869	245	19	the	the	DET
ejpam-6869	245	20	positive	positive	ADJ
ejpam-6869	245	21	effect	effect	NOUN
ejpam-6869	245	22	of	of	ADP
ejpam-6869	245	23	nanoparticle	nanoparticle	NOUN
ejpam-6869	245	24	loading	load	VERB
ejpam-6869	245	25	on	on	ADP
ejpam-6869	245	26	convective	convective	ADJ
ejpam-6869	245	27	heat	heat	NOUN
ejpam-6869	245	28	transfer	transfer	NOUN
ejpam-6869	245	29	.	.	PUNCT
ejpam-6869	246	1	however	however	ADV
ejpam-6869	246	2	,	,	PUNCT
ejpam-6869	246	3	the	the	DET
ejpam-6869	246	4	enhancement	enhancement	NOUN
ejpam-6869	246	5	is	be	AUX
ejpam-6869	246	6	more	more	ADV
ejpam-6869	246	7	pronounced	pronounce	VERB
ejpam-6869	246	8	in	in	ADP
ejpam-6869	246	9	the	the	DET
ejpam-6869	246	10	case	case	NOUN
ejpam-6869	246	11	of	of	ADP
ejpam-6869	246	12	copper	copper	NOUN
ejpam-6869	246	13	nanoparticles	nanoparticle	NOUN
ejpam-6869	246	14	.	.	PUNCT
ejpam-6869	247	1	for	for	ADP
ejpam-6869	247	2	equivalent	equivalent	ADJ
ejpam-6869	247	3	volume	volume	NOUN
ejpam-6869	247	4	fractions	fraction	NOUN
ejpam-6869	247	5	,	,	PUNCT
ejpam-6869	247	6	the	the	DET
ejpam-6869	247	7	red	red	ADJ
ejpam-6869	247	8	curve	curve	NOUN
ejpam-6869	247	9	lies	lie	VERB
ejpam-6869	247	10	consistently	consistently	ADV
ejpam-6869	247	11	above	above	ADP
ejpam-6869	247	12	the	the	DET
ejpam-6869	247	13	blue	blue	ADJ
ejpam-6869	247	14	curve	curve	NOUN
ejpam-6869	247	15	,	,	PUNCT
ejpam-6869	247	16	indicating	indicate	VERB
ejpam-6869	247	17	that	that	SCONJ
ejpam-6869	247	18	increasing	increase	VERB
ejpam-6869	247	19	φn1(cu	φn1(cu	ADV
ejpam-6869	247	20	)	)	PUNCT
ejpam-6869	247	21	results	result	NOUN
ejpam-6869	247	22	in	in	ADP
ejpam-6869	247	23	greater	great	ADJ
ejpam-6869	247	24	thermal	thermal	ADJ
ejpam-6869	247	25	performance	performance	NOUN
ejpam-6869	247	26	compared	compare	VERB
ejpam-6869	247	27	to	to	ADP
ejpam-6869	247	28	increasing	increase	VERB
ejpam-6869	247	29	φn2	φn2	NOUN
ejpam-6869	247	30	(	(	PUNCT
ejpam-6869	247	31	al2o3	al2o3	PROPN
ejpam-6869	247	32	)	)	PUNCT
ejpam-6869	247	33	.	.	PUNCT
ejpam-6869	248	1	this	this	DET
ejpam-6869	248	2	difference	difference	NOUN
ejpam-6869	248	3	can	can	AUX
ejpam-6869	248	4	be	be	AUX
ejpam-6869	248	5	thermophysically	thermophysically	ADV
ejpam-6869	248	6	explained	explain	VERB
ejpam-6869	248	7	by	by	ADP
ejpam-6869	248	8	the	the	DET
ejpam-6869	248	9	superior	superior	ADJ
ejpam-6869	248	10	thermal	thermal	ADJ
ejpam-6869	248	11	conductivity	conductivity	NOUN
ejpam-6869	248	12	of	of	ADP
ejpam-6869	248	13	copper	copper	NOUN
ejpam-6869	248	14	relative	relative	ADJ
ejpam-6869	248	15	to	to	ADP
ejpam-6869	248	16	aluminum	aluminum	NOUN
ejpam-6869	248	17	oxide	oxide	NOUN
ejpam-6869	248	18	.	.	PUNCT
ejpam-6869	249	1	the	the	DET
ejpam-6869	249	2	inclusion	inclusion	NOUN
ejpam-6869	249	3	of	of	ADP
ejpam-6869	249	4	highly	highly	ADV
ejpam-6869	249	5	conductive	conductive	ADJ
ejpam-6869	249	6	cu	cu	NOUN
ejpam-6869	249	7	nanoparticles	nanoparticle	NOUN
ejpam-6869	249	8	significantly	significantly	ADV
ejpam-6869	249	9	boosts	boost	VERB
ejpam-6869	249	10	the	the	DET
ejpam-6869	249	11	effective	effective	ADJ
ejpam-6869	249	12	thermal	thermal	ADJ
ejpam-6869	249	13	conductivity	conductivity	NOUN
ejpam-6869	249	14	of	of	ADP
ejpam-6869	249	15	the	the	DET
ejpam-6869	249	16	hybrid	hybrid	ADJ
ejpam-6869	249	17	nanofluid	nanofluid	NOUN
ejpam-6869	249	18	,	,	PUNCT
ejpam-6869	249	19	facilitating	facilitate	VERB
ejpam-6869	249	20	more	more	ADV
ejpam-6869	249	21	efficient	efficient	ADJ
ejpam-6869	249	22	heat	heat	NOUN
ejpam-6869	249	23	transport	transport	NOUN
ejpam-6869	249	24	.	.	PUNCT
ejpam-6869	250	1	although	although	SCONJ
ejpam-6869	250	2	al2o3	al2o3	PROPN
ejpam-6869	250	3	contributes	contribute	VERB
ejpam-6869	250	4	to	to	ADP
ejpam-6869	250	5	thermal	thermal	ADJ
ejpam-6869	250	6	enhancement	enhancement	NOUN
ejpam-6869	250	7	,	,	PUNCT
ejpam-6869	250	8	its	its	PRON
ejpam-6869	250	9	lower	low	ADJ
ejpam-6869	250	10	intrinsic	intrinsic	ADJ
ejpam-6869	250	11	conductivity	conductivity	NOUN
ejpam-6869	250	12	yields	yield	NOUN
ejpam-6869	250	13	a	a	DET
ejpam-6869	250	14	more	more	ADV
ejpam-6869	250	15	modest	modest	ADJ
ejpam-6869	250	16	improvement	improvement	NOUN
ejpam-6869	250	17	when	when	SCONJ
ejpam-6869	250	18	added	add	VERB
ejpam-6869	250	19	in	in	ADP
ejpam-6869	250	20	the	the	DET
ejpam-6869	250	21	same	same	ADJ
ejpam-6869	250	22	proportions	proportion	NOUN
ejpam-6869	250	23	.	.	PUNCT
ejpam-6869	251	1	these	these	DET
ejpam-6869	251	2	results	result	NOUN
ejpam-6869	251	3	highlight	highlight	VERB
ejpam-6869	251	4	the	the	DET
ejpam-6869	251	5	importance	importance	NOUN
ejpam-6869	251	6	of	of	ADP
ejpam-6869	251	7	nanoparticle	nanoparticle	NOUN
ejpam-6869	251	8	selection	selection	NOUN
ejpam-6869	251	9	in	in	ADP
ejpam-6869	251	10	hybrid	hybrid	ADJ
ejpam-6869	251	11	nanofluid	nanofluid	ADJ
ejpam-6869	251	12	formulations	formulation	NOUN
ejpam-6869	251	13	and	and	CCONJ
ejpam-6869	251	14	underscore	underscore	VERB
ejpam-6869	251	15	the	the	DET
ejpam-6869	251	16	dominant	dominant	ADJ
ejpam-6869	251	17	role	role	NOUN
ejpam-6869	251	18	of	of	ADP
ejpam-6869	251	19	copper	copper	NOUN
ejpam-6869	251	20	in	in	ADP
ejpam-6869	251	21	enhancing	enhance	VERB
ejpam-6869	251	22	convective	convective	ADJ
ejpam-6869	251	23	heat	heat	NOUN
ejpam-6869	251	24	transfer	transfer	NOUN
ejpam-6869	251	25	under	under	ADP
ejpam-6869	251	26	moderate	moderate	ADJ
ejpam-6869	251	27	to	to	PART
ejpam-6869	251	28	high	high	ADJ
ejpam-6869	251	29	rayleigh	rayleigh	NOUN
ejpam-6869	251	30	number	number	NOUN
ejpam-6869	251	31	conditions	condition	NOUN
ejpam-6869	251	32	.	.	PUNCT
ejpam-6869	252	1	k.	k.	PROPN
ejpam-6869	252	2	al	al	PROPN
ejpam-6869	252	3	kalbani	kalbani	PROPN
ejpam-6869	252	4	et	et	PROPN
ejpam-6869	252	5	al	al	PROPN
ejpam-6869	252	6	.	.	PUNCT
ejpam-6869	252	7	/	/	SYM
ejpam-6869	252	8	eur	eur	PROPN
ejpam-6869	252	9	.	.	PUNCT
ejpam-6869	253	1	j.	j.	PROPN
ejpam-6869	253	2	pure	pure	PROPN
ejpam-6869	253	3	appl	appl	PROPN
ejpam-6869	253	4	.	.	PROPN
ejpam-6869	253	5	math	math	PROPN
ejpam-6869	253	6	,	,	PUNCT
ejpam-6869	253	7	18	18	NUM
ejpam-6869	253	8	(	(	PUNCT
ejpam-6869	253	9	4	4	NUM
ejpam-6869	253	10	)	)	PUNCT
ejpam-6869	253	11	(	(	PUNCT
ejpam-6869	253	12	2025	2025	NUM
ejpam-6869	253	13	)	)	PUNCT
ejpam-6869	253	14	,	,	PUNCT
ejpam-6869	253	15	6869	6869	NUM
ejpam-6869	253	16	15	15	NUM
ejpam-6869	253	17	of	of	ADP
ejpam-6869	253	18	20	20	NUM
ejpam-6869	253	19	fig	fig	NOUN
ejpam-6869	253	20	.	.	PUNCT
ejpam-6869	254	1	7	7	X
ejpam-6869	254	2	.	.	X
ejpam-6869	254	3	average	average	ADJ
ejpam-6869	254	4	nusselt	nusselt	NOUN
ejpam-6869	254	5	number	number	NOUN
ejpam-6869	254	6	for	for	ADP
ejpam-6869	254	7	different	different	ADJ
ejpam-6869	254	8	values	value	NOUN
ejpam-6869	254	9	of	of	ADP
ejpam-6869	254	10	φn1	φn1	ADJ
ejpam-6869	254	11	and	and	CCONJ
ejpam-6869	254	12	φn2	φn2	NOUN
ejpam-6869	254	13	when	when	SCONJ
ejpam-6869	254	14	ha	ha	X
ejpam-6869	254	15	=	=	NOUN
ejpam-6869	254	16	20	20	NUM
ejpam-6869	254	17	,	,	PUNCT
ejpam-6869	254	18	pr	pr	NOUN
ejpam-6869	254	19	=	=	PUNCT
ejpam-6869	254	20	36.183	36.183	NUM
ejpam-6869	254	21	,	,	PUNCT
ejpam-6869	254	22	ra	ra	PROPN
ejpam-6869	254	23	=	=	SYM
ejpam-6869	254	24	105	105	NUM
ejpam-6869	254	25	(	(	PUNCT
ejpam-6869	254	26	cu	cu	PROPN
ejpam-6869	254	27	–	–	PUNCT
ejpam-6869	254	28	al2o3	al2o3	NOUN
ejpam-6869	254	29	/	/	SYM
ejpam-6869	254	30	water(50%)–eg(50	water(50%)–eg(50	PROPN
ejpam-6869	254	31	%	%	NOUN
ejpam-6869	254	32	)	)	PUNCT
ejpam-6869	254	33	)	)	PUNCT
ejpam-6869	254	34	.	.	PUNCT
ejpam-6869	255	1	conclusion	conclusion	NOUN
ejpam-6869	255	2	a	a	DET
ejpam-6869	255	3	comprehensive	comprehensive	ADJ
ejpam-6869	255	4	numerical	numerical	ADJ
ejpam-6869	255	5	investigation	investigation	NOUN
ejpam-6869	255	6	was	be	AUX
ejpam-6869	255	7	conducted	conduct	VERB
ejpam-6869	255	8	to	to	PART
ejpam-6869	255	9	analyze	analyze	VERB
ejpam-6869	255	10	the	the	DET
ejpam-6869	255	11	convective	convective	ADJ
ejpam-6869	255	12	heat	heat	NOUN
ejpam-6869	255	13	transfer	transfer	NOUN
ejpam-6869	255	14	characteristics	characteristic	NOUN
ejpam-6869	255	15	of	of	ADP
ejpam-6869	255	16	a	a	DET
ejpam-6869	255	17	hybrid	hybrid	ADJ
ejpam-6869	255	18	nanofluid	nanofluid	NOUN
ejpam-6869	255	19	consisting	consist	VERB
ejpam-6869	255	20	of	of	ADP
ejpam-6869	255	21	copper	copper	NOUN
ejpam-6869	255	22	(	(	PUNCT
ejpam-6869	255	23	cu	cu	PROPN
ejpam-6869	255	24	)	)	PUNCT
ejpam-6869	255	25	and	and	CCONJ
ejpam-6869	255	26	aluminum	aluminum	NOUN
ejpam-6869	255	27	oxide	oxide	NOUN
ejpam-6869	255	28	(	(	PUNCT
ejpam-6869	255	29	al2o3	al2o3	PROPN
ejpam-6869	255	30	)	)	PUNCT
ejpam-6869	255	31	nanoparticles	nanoparticle	NOUN
ejpam-6869	255	32	,	,	PUNCT
ejpam-6869	255	33	which	which	PRON
ejpam-6869	255	34	were	be	AUX
ejpam-6869	255	35	dispersed	disperse	VERB
ejpam-6869	255	36	in	in	ADP
ejpam-6869	255	37	various	various	ADJ
ejpam-6869	255	38	mixtures	mixture	NOUN
ejpam-6869	255	39	of	of	ADP
ejpam-6869	255	40	water	water	NOUN
ejpam-6869	255	41	and	and	CCONJ
ejpam-6869	255	42	ethylene	ethylene	NOUN
ejpam-6869	255	43	glycol	glycol	NOUN
ejpam-6869	255	44	as	as	ADP
ejpam-6869	255	45	the	the	DET
ejpam-6869	255	46	base	base	NOUN
ejpam-6869	255	47	fluid	fluid	NOUN
ejpam-6869	255	48	.	.	PUNCT
ejpam-6869	256	1	this	this	DET
ejpam-6869	256	2	analysis	analysis	NOUN
ejpam-6869	256	3	took	take	VERB
ejpam-6869	256	4	place	place	NOUN
ejpam-6869	256	5	within	within	ADP
ejpam-6869	256	6	a	a	DET
ejpam-6869	256	7	wavy	wavy	NOUN
ejpam-6869	256	8	-	-	PUNCT
ejpam-6869	256	9	walled	wall	VERB
ejpam-6869	256	10	enclosure	enclosure	NOUN
ejpam-6869	256	11	under	under	ADP
ejpam-6869	256	12	the	the	DET
ejpam-6869	256	13	influence	influence	NOUN
ejpam-6869	256	14	of	of	ADP
ejpam-6869	256	15	magnetic	magnetic	ADJ
ejpam-6869	256	16	fields	field	NOUN
ejpam-6869	256	17	.	.	PUNCT
ejpam-6869	257	1	the	the	DET
ejpam-6869	257	2	simulations	simulation	NOUN
ejpam-6869	257	3	considered	consider	VERB
ejpam-6869	257	4	a	a	DET
ejpam-6869	257	5	wide	wide	ADJ
ejpam-6869	257	6	range	range	NOUN
ejpam-6869	257	7	of	of	ADP
ejpam-6869	257	8	rayleigh	rayleigh	PROPN
ejpam-6869	257	9	numbers	number	NOUN
ejpam-6869	257	10	,	,	PUNCT
ejpam-6869	257	11	nanoparticle	nanoparticle	NOUN
ejpam-6869	257	12	volume	volume	NOUN
ejpam-6869	257	13	fractions	fraction	NOUN
ejpam-6869	257	14	,	,	PUNCT
ejpam-6869	257	15	and	and	CCONJ
ejpam-6869	257	16	hartmann	hartmann	PROPN
ejpam-6869	257	17	numbers	number	NOUN
ejpam-6869	257	18	to	to	PART
ejpam-6869	257	19	evaluate	evaluate	VERB
ejpam-6869	257	20	the	the	DET
ejpam-6869	257	21	effects	effect	NOUN
ejpam-6869	257	22	of	of	ADP
ejpam-6869	257	23	thermal	thermal	ADJ
ejpam-6869	257	24	buoyancy	buoyancy	NOUN
ejpam-6869	257	25	,	,	PUNCT
ejpam-6869	257	26	nanoparticle	nanoparticle	NOUN
ejpam-6869	257	27	loading	loading	NOUN
ejpam-6869	257	28	,	,	PUNCT
ejpam-6869	257	29	base	base	NOUN
ejpam-6869	257	30	fluid	fluid	NOUN
ejpam-6869	257	31	composition	composition	NOUN
ejpam-6869	257	32	,	,	PUNCT
ejpam-6869	257	33	and	and	CCONJ
ejpam-6869	257	34	magnetic	magnetic	ADJ
ejpam-6869	257	35	field	field	NOUN
ejpam-6869	257	36	intensity	intensity	NOUN
ejpam-6869	257	37	on	on	ADP
ejpam-6869	257	38	heat	heat	NOUN
ejpam-6869	257	39	transfer	transfer	NOUN
ejpam-6869	257	40	performance	performance	NOUN
ejpam-6869	257	41	.	.	PUNCT
ejpam-6869	258	1	the	the	DET
ejpam-6869	258	2	key	key	ADJ
ejpam-6869	258	3	findings	finding	NOUN
ejpam-6869	258	4	can	can	AUX
ejpam-6869	258	5	be	be	AUX
ejpam-6869	258	6	summarized	summarize	VERB
ejpam-6869	258	7	as	as	SCONJ
ejpam-6869	258	8	follows	follow	VERB
ejpam-6869	258	9	:	:	PUNCT
ejpam-6869	258	10	•	•	NUM
ejpam-6869	258	11	rayleigh	rayleigh	NOUN
ejpam-6869	258	12	number	number	NOUN
ejpam-6869	258	13	influence	influence	NOUN
ejpam-6869	258	14	:	:	PUNCT
ejpam-6869	258	15	the	the	DET
ejpam-6869	258	16	transition	transition	NOUN
ejpam-6869	258	17	from	from	ADP
ejpam-6869	258	18	conduction	conduction	NOUN
ejpam-6869	258	19	-	-	PUNCT
ejpam-6869	258	20	dominated	dominate	VERB
ejpam-6869	258	21	to	to	ADP
ejpam-6869	258	22	convectionenhanced	convectionenhanced	ADJ
ejpam-6869	258	23	regimes	regime	NOUN
ejpam-6869	258	24	was	be	AUX
ejpam-6869	258	25	clearly	clearly	ADV
ejpam-6869	258	26	observed	observe	VERB
ejpam-6869	258	27	with	with	ADP
ejpam-6869	258	28	increasing	increase	VERB
ejpam-6869	258	29	rayleigh	rayleigh	NOUN
ejpam-6869	258	30	number	number	NOUN
ejpam-6869	258	31	,	,	PUNCT
ejpam-6869	258	32	as	as	SCONJ
ejpam-6869	258	33	reflected	reflect	VERB
ejpam-6869	258	34	in	in	ADP
ejpam-6869	258	35	both	both	CCONJ
ejpam-6869	258	36	the	the	DET
ejpam-6869	258	37	isotherm	isotherm	NOUN
ejpam-6869	258	38	patterns	pattern	NOUN
ejpam-6869	258	39	and	and	CCONJ
ejpam-6869	258	40	the	the	DET
ejpam-6869	258	41	significant	significant	ADJ
ejpam-6869	258	42	rise	rise	NOUN
ejpam-6869	258	43	in	in	ADP
ejpam-6869	258	44	the	the	DET
ejpam-6869	258	45	average	average	ADJ
ejpam-6869	258	46	nusselt	nusselt	NOUN
ejpam-6869	258	47	number	number	NOUN
ejpam-6869	258	48	.	.	PUNCT
ejpam-6869	259	1	•	•	NUM
ejpam-6869	259	2	base	base	NOUN
ejpam-6869	259	3	fluid	fluid	NOUN
ejpam-6869	259	4	composition	composition	NOUN
ejpam-6869	259	5	:	:	PUNCT
ejpam-6869	259	6	variations	variation	NOUN
ejpam-6869	259	7	in	in	ADP
ejpam-6869	259	8	water	water	NOUN
ejpam-6869	259	9	-	-	PUNCT
ejpam-6869	259	10	ethylene	ethylene	NOUN
ejpam-6869	259	11	glycol	glycol	NOUN
ejpam-6869	259	12	ratios	ratio	NOUN
ejpam-6869	259	13	exhibited	exhibit	VERB
ejpam-6869	259	14	only	only	ADJ
ejpam-6869	259	15	minor	minor	ADJ
ejpam-6869	259	16	influence	influence	NOUN
ejpam-6869	259	17	on	on	ADP
ejpam-6869	259	18	the	the	DET
ejpam-6869	259	19	thermal	thermal	ADJ
ejpam-6869	259	20	behavior	behavior	NOUN
ejpam-6869	259	21	,	,	PUNCT
ejpam-6869	259	22	indicating	indicate	VERB
ejpam-6869	259	23	that	that	SCONJ
ejpam-6869	259	24	the	the	DET
ejpam-6869	259	25	base	base	NOUN
ejpam-6869	259	26	fluid	fluid	NOUN
ejpam-6869	259	27	’s	’s	PART
ejpam-6869	259	28	thermophysical	thermophysical	ADJ
ejpam-6869	259	29	properties	property	NOUN
ejpam-6869	259	30	play	play	VERB
ejpam-6869	259	31	a	a	DET
ejpam-6869	259	32	secondary	secondary	ADJ
ejpam-6869	259	33	role	role	NOUN
ejpam-6869	259	34	compared	compare	VERB
ejpam-6869	259	35	to	to	ADP
ejpam-6869	259	36	buoyancy	buoyancy	VERB
ejpam-6869	259	37	forces	force	NOUN
ejpam-6869	259	38	and	and	CCONJ
ejpam-6869	259	39	nanoparticle	nanoparticle	NOUN
ejpam-6869	259	40	effects	effect	NOUN
ejpam-6869	259	41	.	.	PUNCT
ejpam-6869	260	1	•	•	NUM
ejpam-6869	260	2	nanoparticle	nanoparticle	NOUN
ejpam-6869	260	3	volume	volume	NOUN
ejpam-6869	260	4	fraction	fraction	NOUN
ejpam-6869	260	5	:	:	PUNCT
ejpam-6869	260	6	both	both	CCONJ
ejpam-6869	260	7	cu	cu	PROPN
ejpam-6869	260	8	and	and	CCONJ
ejpam-6869	260	9	al2o3	al2o3	PROPN
ejpam-6869	260	10	nanoparticles	nanoparticle	NOUN
ejpam-6869	260	11	contributed	contribute	VERB
ejpam-6869	260	12	to	to	ADP
ejpam-6869	260	13	enhanced	enhanced	ADJ
ejpam-6869	260	14	heat	heat	NOUN
ejpam-6869	260	15	transfer	transfer	NOUN
ejpam-6869	260	16	.	.	PUNCT
ejpam-6869	261	1	however	however	ADV
ejpam-6869	261	2	,	,	PUNCT
ejpam-6869	261	3	cu	cu	PROPN
ejpam-6869	261	4	demonstrated	demonstrate	VERB
ejpam-6869	261	5	a	a	DET
ejpam-6869	261	6	more	more	ADV
ejpam-6869	261	7	substantial	substantial	ADJ
ejpam-6869	261	8	effect	effect	NOUN
ejpam-6869	261	9	,	,	PUNCT
ejpam-6869	261	10	attributable	attributable	ADJ
ejpam-6869	261	11	to	to	ADP
ejpam-6869	261	12	its	its	PRON
ejpam-6869	261	13	higher	high	ADJ
ejpam-6869	261	14	thermal	thermal	ADJ
ejpam-6869	261	15	conductivity	conductivity	NOUN
ejpam-6869	261	16	.	.	PUNCT
ejpam-6869	262	1	hybrid	hybrid	NOUN
ejpam-6869	262	2	nanofluids	nanofluid	NOUN
ejpam-6869	262	3	with	with	ADP
ejpam-6869	262	4	increasing	increase	VERB
ejpam-6869	262	5	cu	cu	PROPN
ejpam-6869	262	6	volume	volume	NOUN
ejpam-6869	262	7	fraction	fraction	NOUN
ejpam-6869	262	8	achieved	achieve	VERB
ejpam-6869	262	9	superior	superior	ADJ
ejpam-6869	262	10	nusselt	nusselt	NOUN
ejpam-6869	262	11	numbers	number	NOUN
ejpam-6869	262	12	compared	compare	VERB
ejpam-6869	262	13	to	to	ADP
ejpam-6869	262	14	those	those	PRON
ejpam-6869	262	15	with	with	ADP
ejpam-6869	262	16	increasing	increase	VERB
ejpam-6869	262	17	al2o3	al2o3	PROPN
ejpam-6869	262	18	content	content	NOUN
ejpam-6869	262	19	under	under	ADP
ejpam-6869	262	20	fixed	fix	VERB
ejpam-6869	262	21	rayleigh	rayleigh	PROPN
ejpam-6869	262	22	conditions	condition	NOUN
ejpam-6869	262	23	.	.	PUNCT
ejpam-6869	263	1	•	•	NUM
ejpam-6869	263	2	magnetic	magnetic	ADJ
ejpam-6869	263	3	field	field	NOUN
ejpam-6869	263	4	effects	effect	NOUN
ejpam-6869	263	5	:	:	PUNCT
ejpam-6869	263	6	the	the	DET
ejpam-6869	263	7	application	application	NOUN
ejpam-6869	263	8	of	of	ADP
ejpam-6869	263	9	a	a	DET
ejpam-6869	263	10	transverse	transverse	NOUN
ejpam-6869	263	11	magnetic	magnetic	ADJ
ejpam-6869	263	12	field	field	NOUN
ejpam-6869	263	13	(	(	PUNCT
ejpam-6869	263	14	modeled	model	VERB
ejpam-6869	263	15	through	through	ADP
ejpam-6869	263	16	varying	vary	VERB
ejpam-6869	263	17	hartmann	hartmann	PROPN
ejpam-6869	263	18	numbers	number	NOUN
ejpam-6869	263	19	)	)	PUNCT
ejpam-6869	263	20	suppressed	suppress	VERB
ejpam-6869	263	21	convective	convective	ADJ
ejpam-6869	263	22	motion	motion	NOUN
ejpam-6869	263	23	due	due	ADP
ejpam-6869	263	24	to	to	ADP
ejpam-6869	263	25	the	the	DET
ejpam-6869	263	26	k.	k.	PROPN
ejpam-6869	263	27	al	al	PROPN
ejpam-6869	263	28	kalbani	kalbani	PROPN
ejpam-6869	263	29	et	et	PROPN
ejpam-6869	263	30	al	al	PROPN
ejpam-6869	263	31	.	.	PUNCT
ejpam-6869	263	32	/	/	SYM
ejpam-6869	263	33	eur	eur	PROPN
ejpam-6869	263	34	.	.	PUNCT
ejpam-6869	264	1	j.	j.	PROPN
ejpam-6869	264	2	pure	pure	PROPN
ejpam-6869	264	3	appl	appl	PROPN
ejpam-6869	264	4	.	.	PROPN
ejpam-6869	264	5	math	math	PROPN
ejpam-6869	264	6	,	,	PUNCT
ejpam-6869	264	7	18	18	NUM
ejpam-6869	264	8	(	(	PUNCT
ejpam-6869	264	9	4	4	NUM
ejpam-6869	264	10	)	)	PUNCT
ejpam-6869	264	11	(	(	PUNCT
ejpam-6869	264	12	2025	2025	NUM
ejpam-6869	264	13	)	)	PUNCT
ejpam-6869	264	14	,	,	PUNCT
ejpam-6869	264	15	6869	6869	NUM
ejpam-6869	264	16	16	16	NUM
ejpam-6869	264	17	of	of	ADP
ejpam-6869	264	18	20	20	NUM
ejpam-6869	264	19	lorentz	lorentz	PROPN
ejpam-6869	264	20	force	force	NOUN
ejpam-6869	264	21	,	,	PUNCT
ejpam-6869	264	22	resulting	result	VERB
ejpam-6869	264	23	in	in	ADP
ejpam-6869	264	24	decreased	decrease	VERB
ejpam-6869	264	25	total	total	ADJ
ejpam-6869	264	26	heat	heat	NOUN
ejpam-6869	264	27	flux	flux	NOUN
ejpam-6869	264	28	along	along	ADP
ejpam-6869	264	29	the	the	DET
ejpam-6869	264	30	heated	heated	ADJ
ejpam-6869	264	31	wall	wall	NOUN
ejpam-6869	264	32	.	.	PUNCT
ejpam-6869	265	1	the	the	DET
ejpam-6869	265	2	dampening	dampening	ADJ
ejpam-6869	265	3	effect	effect	NOUN
ejpam-6869	265	4	was	be	AUX
ejpam-6869	265	5	especially	especially	ADV
ejpam-6869	265	6	pronounced	pronounce	VERB
ejpam-6869	265	7	in	in	ADP
ejpam-6869	265	8	regions	region	NOUN
ejpam-6869	265	9	of	of	ADP
ejpam-6869	265	10	high	high	ADJ
ejpam-6869	265	11	thermal	thermal	ADJ
ejpam-6869	265	12	activity	activity	NOUN
ejpam-6869	265	13	.	.	PUNCT
ejpam-6869	266	1	overall	overall	ADV
ejpam-6869	266	2	,	,	PUNCT
ejpam-6869	266	3	the	the	DET
ejpam-6869	266	4	study	study	NOUN
ejpam-6869	266	5	confirms	confirm	VERB
ejpam-6869	266	6	the	the	DET
ejpam-6869	266	7	potential	potential	NOUN
ejpam-6869	266	8	of	of	ADP
ejpam-6869	266	9	cu	cu	PROPN
ejpam-6869	266	10	−	−	PROPN
ejpam-6869	266	11	al2o3	al2o3	PROPN
ejpam-6869	266	12	/water	/water	NOUN
ejpam-6869	266	13	-	-	PUNCT
ejpam-6869	266	14	ethylene	ethylene	NOUN
ejpam-6869	266	15	glycol	glycol	NOUN
ejpam-6869	266	16	hybrid	hybrid	NOUN
ejpam-6869	266	17	nanofluids	nanofluid	NOUN
ejpam-6869	266	18	to	to	PART
ejpam-6869	266	19	enhance	enhance	VERB
ejpam-6869	266	20	thermal	thermal	ADJ
ejpam-6869	266	21	performance	performance	NOUN
ejpam-6869	266	22	in	in	ADP
ejpam-6869	266	23	thermally	thermally	ADV
ejpam-6869	266	24	driven	drive	VERB
ejpam-6869	266	25	enclosures	enclosure	NOUN
ejpam-6869	266	26	.	.	PUNCT
ejpam-6869	267	1	these	these	DET
ejpam-6869	267	2	insights	insight	NOUN
ejpam-6869	267	3	are	be	AUX
ejpam-6869	267	4	particularly	particularly	ADV
ejpam-6869	267	5	valuable	valuable	ADJ
ejpam-6869	267	6	for	for	ADP
ejpam-6869	267	7	the	the	DET
ejpam-6869	267	8	development	development	NOUN
ejpam-6869	267	9	of	of	ADP
ejpam-6869	267	10	advanced	advanced	ADJ
ejpam-6869	267	11	cooling	cool	VERB
ejpam-6869	267	12	technologies	technology	NOUN
ejpam-6869	267	13	in	in	ADP
ejpam-6869	267	14	applications	application	NOUN
ejpam-6869	267	15	such	such	ADJ
ejpam-6869	267	16	as	as	ADP
ejpam-6869	267	17	electronic	electronic	ADJ
ejpam-6869	267	18	device	device	NOUN
ejpam-6869	267	19	thermal	thermal	ADJ
ejpam-6869	267	20	management	management	NOUN
ejpam-6869	267	21	,	,	PUNCT
ejpam-6869	267	22	energy	energy	NOUN
ejpam-6869	267	23	systems	system	NOUN
ejpam-6869	267	24	,	,	PUNCT
ejpam-6869	267	25	and	and	CCONJ
ejpam-6869	267	26	microfluidic	microfluidic	ADJ
ejpam-6869	267	27	heat	heat	NOUN
ejpam-6869	267	28	exchangers	exchanger	NOUN
ejpam-6869	267	29	,	,	PUNCT
ejpam-6869	267	30	where	where	SCONJ
ejpam-6869	267	31	precise	precise	ADJ
ejpam-6869	267	32	thermal	thermal	ADJ
ejpam-6869	267	33	control	control	NOUN
ejpam-6869	267	34	is	be	AUX
ejpam-6869	267	35	critical	critical	ADJ
ejpam-6869	267	36	under	under	ADP
ejpam-6869	267	37	variable	variable	ADJ
ejpam-6869	267	38	operating	operating	NOUN
ejpam-6869	267	39	conditions	condition	NOUN
ejpam-6869	267	40	.	.	PUNCT
ejpam-6869	268	1	directions	direction	NOUN
ejpam-6869	268	2	for	for	ADP
ejpam-6869	268	3	future	future	ADJ
ejpam-6869	268	4	research	research	NOUN
ejpam-6869	268	5	while	while	SCONJ
ejpam-6869	268	6	this	this	DET
ejpam-6869	268	7	study	study	NOUN
ejpam-6869	268	8	offers	offer	VERB
ejpam-6869	268	9	valuable	valuable	ADJ
ejpam-6869	268	10	numerical	numerical	ADJ
ejpam-6869	268	11	insights	insight	NOUN
ejpam-6869	268	12	,	,	PUNCT
ejpam-6869	268	13	it	it	PRON
ejpam-6869	268	14	highlights	highlight	VERB
ejpam-6869	268	15	the	the	DET
ejpam-6869	268	16	need	need	NOUN
ejpam-6869	268	17	for	for	ADP
ejpam-6869	268	18	further	further	ADJ
ejpam-6869	268	19	multi	multi	ADJ
ejpam-6869	268	20	-	-	ADJ
ejpam-6869	268	21	faceted	faceted	ADJ
ejpam-6869	268	22	research	research	NOUN
ejpam-6869	268	23	to	to	PART
ejpam-6869	268	24	advance	advance	VERB
ejpam-6869	268	25	the	the	DET
ejpam-6869	268	26	field	field	NOUN
ejpam-6869	268	27	.	.	PUNCT
ejpam-6869	269	1	experimental	experimental	ADJ
ejpam-6869	269	2	validation	validation	NOUN
ejpam-6869	269	3	of	of	ADP
ejpam-6869	269	4	the	the	DET
ejpam-6869	269	5	predicted	predict	VERB
ejpam-6869	269	6	thermal	thermal	ADJ
ejpam-6869	269	7	performance	performance	NOUN
ejpam-6869	269	8	remains	remain	VERB
ejpam-6869	269	9	a	a	DET
ejpam-6869	269	10	critical	critical	ADJ
ejpam-6869	269	11	priority	priority	NOUN
ejpam-6869	269	12	to	to	PART
ejpam-6869	269	13	verify	verify	VERB
ejpam-6869	269	14	model	model	NOUN
ejpam-6869	269	15	accuracy	accuracy	NOUN
ejpam-6869	269	16	under	under	ADP
ejpam-6869	269	17	practical	practical	ADJ
ejpam-6869	269	18	conditions	condition	NOUN
ejpam-6869	269	19	.	.	PUNCT
ejpam-6869	270	1	future	future	ADJ
ejpam-6869	270	2	work	work	NOUN
ejpam-6869	270	3	should	should	AUX
ejpam-6869	270	4	also	also	ADV
ejpam-6869	270	5	explore	explore	VERB
ejpam-6869	270	6	a	a	DET
ejpam-6869	270	7	wider	wide	ADJ
ejpam-6869	270	8	range	range	NOUN
ejpam-6869	270	9	of	of	ADP
ejpam-6869	270	10	nanoparticle	nanoparticle	NOUN
ejpam-6869	270	11	materials	material	NOUN
ejpam-6869	270	12	including	include	VERB
ejpam-6869	270	13	graphene	graphene	NOUN
ejpam-6869	270	14	-	-	PUNCT
ejpam-6869	270	15	based	base	VERB
ejpam-6869	270	16	composites	composite	NOUN
ejpam-6869	270	17	and	and	CCONJ
ejpam-6869	270	18	non	non	ADJ
ejpam-6869	270	19	-	-	ADJ
ejpam-6869	270	20	spherical	spherical	ADJ
ejpam-6869	270	21	morphologies	morphology	NOUN
ejpam-6869	270	22	to	to	PART
ejpam-6869	270	23	optimize	optimize	VERB
ejpam-6869	270	24	thermal	thermal	ADJ
ejpam-6869	270	25	conductivity	conductivity	NOUN
ejpam-6869	270	26	without	without	ADP
ejpam-6869	270	27	undue	undue	ADJ
ejpam-6869	270	28	viscosity	viscosity	NOUN
ejpam-6869	270	29	increases	increase	NOUN
ejpam-6869	270	30	.	.	PUNCT
ejpam-6869	271	1	expanding	expand	VERB
ejpam-6869	271	2	simulations	simulation	NOUN
ejpam-6869	271	3	to	to	ADP
ejpam-6869	271	4	threedimensional	threedimensional	ADJ
ejpam-6869	271	5	and	and	CCONJ
ejpam-6869	271	6	transient	transient	ADJ
ejpam-6869	271	7	flows	flow	NOUN
ejpam-6869	271	8	with	with	ADP
ejpam-6869	271	9	realistic	realistic	ADJ
ejpam-6869	271	10	boundary	boundary	ADJ
ejpam-6869	271	11	conditions	condition	NOUN
ejpam-6869	271	12	would	would	AUX
ejpam-6869	271	13	greatly	greatly	ADV
ejpam-6869	271	14	improve	improve	VERB
ejpam-6869	271	15	practical	practical	ADJ
ejpam-6869	271	16	relevance	relevance	NOUN
ejpam-6869	271	17	.	.	PUNCT
ejpam-6869	272	1	additionally	additionally	ADV
ejpam-6869	272	2	,	,	PUNCT
ejpam-6869	272	3	thorough	thorough	ADJ
ejpam-6869	272	4	investigation	investigation	NOUN
ejpam-6869	272	5	into	into	ADP
ejpam-6869	272	6	nanofluid	nanofluid	ADJ
ejpam-6869	272	7	stability	stability	NOUN
ejpam-6869	272	8	,	,	PUNCT
ejpam-6869	272	9	rheological	rheological	ADJ
ejpam-6869	272	10	behavior	behavior	NOUN
ejpam-6869	272	11	,	,	PUNCT
ejpam-6869	272	12	and	and	CCONJ
ejpam-6869	272	13	pumping	pump	VERB
ejpam-6869	272	14	power	power	NOUN
ejpam-6869	272	15	requirements	requirement	NOUN
ejpam-6869	272	16	is	be	AUX
ejpam-6869	272	17	essential	essential	ADJ
ejpam-6869	272	18	to	to	PART
ejpam-6869	272	19	assess	assess	VERB
ejpam-6869	272	20	overall	overall	ADJ
ejpam-6869	272	21	energy	energy	NOUN
ejpam-6869	272	22	efficiency	efficiency	NOUN
ejpam-6869	272	23	.	.	PUNCT
ejpam-6869	273	1	finally	finally	ADV
ejpam-6869	273	2	,	,	PUNCT
ejpam-6869	273	3	integrating	integrate	VERB
ejpam-6869	273	4	multi	multi	ADJ
ejpam-6869	273	5	-	-	ADJ
ejpam-6869	273	6	physics	physics	ADJ
ejpam-6869	273	7	interactions	interaction	NOUN
ejpam-6869	273	8	such	such	ADJ
ejpam-6869	273	9	as	as	ADP
ejpam-6869	273	10	electro	electro	VERB
ejpam-6869	273	11	hydrodynamic	hydrodynamic	ADJ
ejpam-6869	273	12	or	or	CCONJ
ejpam-6869	273	13	thermoelectric	thermoelectric	ADJ
ejpam-6869	273	14	effects	effect	NOUN
ejpam-6869	273	15	could	could	AUX
ejpam-6869	273	16	enable	enable	VERB
ejpam-6869	273	17	next	next	ADJ
ejpam-6869	273	18	-	-	PUNCT
ejpam-6869	273	19	generation	generation	NOUN
ejpam-6869	273	20	thermal	thermal	ADJ
ejpam-6869	273	21	management	management	NOUN
ejpam-6869	273	22	solutions	solution	NOUN
ejpam-6869	273	23	for	for	ADP
ejpam-6869	273	24	advanced	advanced	ADJ
ejpam-6869	273	25	microelectronics	microelectronic	NOUN
ejpam-6869	273	26	and	and	CCONJ
ejpam-6869	273	27	microfluidic	microfluidic	ADJ
ejpam-6869	273	28	devices	device	NOUN
ejpam-6869	273	29	.	.	PUNCT
ejpam-6869	274	1	acknowledegements	acknowledegement	NOUN
ejpam-6869	274	2	the	the	DET
ejpam-6869	274	3	authors	author	NOUN
ejpam-6869	274	4	gratefully	gratefully	ADV
ejpam-6869	274	5	acknowledge	acknowledge	VERB
ejpam-6869	274	6	the	the	DET
ejpam-6869	274	7	financial	financial	ADJ
ejpam-6869	274	8	support	support	NOUN
ejpam-6869	274	9	provided	provide	VERB
ejpam-6869	274	10	by	by	ADP
ejpam-6869	274	11	the	the	DET
ejpam-6869	274	12	ministry	ministry	PROPN
ejpam-6869	274	13	of	of	ADP
ejpam-6869	274	14	higher	high	ADJ
ejpam-6869	274	15	education	education	NOUN
ejpam-6869	274	16	,	,	PUNCT
ejpam-6869	274	17	research	research	NOUN
ejpam-6869	274	18	and	and	CCONJ
ejpam-6869	274	19	innovation	innovation	NOUN
ejpam-6869	274	20	(	(	PUNCT
ejpam-6869	274	21	moheri	moheri	ADJ
ejpam-6869	274	22	)	)	PUNCT
ejpam-6869	274	23	,	,	PUNCT
ejpam-6869	274	24	oman	oman	NOUN
ejpam-6869	274	25	,	,	PUNCT
ejpam-6869	274	26	through	through	ADP
ejpam-6869	274	27	the	the	DET
ejpam-6869	274	28	block	block	NOUN
ejpam-6869	274	29	funding	funding	NOUN
ejpam-6869	274	30	program	program	NOUN
ejpam-6869	274	31	at	at	ADP
ejpam-6869	274	32	sohar	sohar	PROPN
ejpam-6869	274	33	university	university	PROPN
ejpam-6869	274	34	(	(	PUNCT
ejpam-6869	274	35	su	su	PROPN
ejpam-6869	274	36	ref	ref	PROPN
ejpam-6869	274	37	:	:	PUNCT
ejpam-6869	274	38	su	su	ADJ
ejpam-6869	274	39	/	/	SYM
ejpam-6869	274	40	bfp	bfp	PROPN
ejpam-6869	274	41	/	/	SYM
ejpam-6869	274	42	rg/2024/07	rg/2024/07	PROPN
ejpam-6869	274	43	)	)	PUNCT
ejpam-6869	274	44	.	.	PUNCT
ejpam-6869	275	1	this	this	DET
ejpam-6869	275	2	support	support	NOUN
ejpam-6869	275	3	was	be	AUX
ejpam-6869	275	4	essential	essential	ADJ
ejpam-6869	275	5	for	for	ADP
ejpam-6869	275	6	the	the	DET
ejpam-6869	275	7	successful	successful	ADJ
ejpam-6869	275	8	completion	completion	NOUN
ejpam-6869	275	9	of	of	ADP
ejpam-6869	275	10	this	this	DET
ejpam-6869	275	11	research	research	NOUN
ejpam-6869	275	12	.	.	PUNCT
ejpam-6869	276	1	references	reference	NOUN
ejpam-6869	276	2	[	[	X
ejpam-6869	276	3	1	1	X
ejpam-6869	276	4	]	]	PUNCT
ejpam-6869	276	5	muhammad	muhammad	PROPN
ejpam-6869	276	6	yasir	yasir	PROPN
ejpam-6869	276	7	,	,	PUNCT
ejpam-6869	276	8	masood	masood	PROPN
ejpam-6869	276	9	khan	khan	PROPN
ejpam-6869	276	10	,	,	PUNCT
ejpam-6869	276	11	as	as	ADP
ejpam-6869	276	12	alqahtani	alqahtani	ADJ
ejpam-6869	276	13	,	,	PUNCT
ejpam-6869	276	14	and	and	CCONJ
ejpam-6869	276	15	my	my	PRON
ejpam-6869	276	16	malik	malik	PROPN
ejpam-6869	276	17	.	.	PUNCT
ejpam-6869	277	1	heat	heat	NOUN
ejpam-6869	277	2	generation	generation	NOUN
ejpam-6869	277	3	/	/	SYM
ejpam-6869	277	4	absorption	absorption	NOUN
ejpam-6869	277	5	effects	effect	NOUN
ejpam-6869	277	6	in	in	ADP
ejpam-6869	277	7	thermally	thermally	ADV
ejpam-6869	277	8	radiative	radiative	VERB
ejpam-6869	277	9	mixed	mixed	ADJ
ejpam-6869	277	10	convective	convective	ADJ
ejpam-6869	277	11	flow	flow	NOUN
ejpam-6869	277	12	of	of	ADP
ejpam-6869	277	13	zntio2	zntio2	PROPN
ejpam-6869	277	14	/	/	SYM
ejpam-6869	277	15	h2o	h2o	PROPN
ejpam-6869	277	16	hybrid	hybrid	ADJ
ejpam-6869	277	17	nanofluid	nanofluid	PROPN
ejpam-6869	277	18	.	.	PUNCT
ejpam-6869	278	1	case	case	NOUN
ejpam-6869	278	2	studies	study	NOUN
ejpam-6869	278	3	in	in	ADP
ejpam-6869	278	4	thermal	thermal	ADJ
ejpam-6869	278	5	engineering	engineering	NOUN
ejpam-6869	278	6	,	,	PUNCT
ejpam-6869	278	7	45:103000	45:103000	NUM
ejpam-6869	278	8	,	,	PUNCT
ejpam-6869	278	9	2023	2023	NUM
ejpam-6869	278	10	.	.	PUNCT
ejpam-6869	279	1	[	[	X
ejpam-6869	279	2	2	2	NUM
ejpam-6869	279	3	]	]	PUNCT
ejpam-6869	279	4	nor	nor	CCONJ
ejpam-6869	279	5	azwadi	azwadi	PROPN
ejpam-6869	279	6	che	che	PROPN
ejpam-6869	279	7	sidik	sidik	PROPN
ejpam-6869	279	8	,	,	PUNCT
ejpam-6869	279	9	isa	isa	PROPN
ejpam-6869	279	10	muhammad	muhammad	PROPN
ejpam-6869	279	11	adamu	adamu	PROPN
ejpam-6869	279	12	,	,	PUNCT
ejpam-6869	279	13	muhammad	muhammad	PROPN
ejpam-6869	279	14	mahmud	mahmud	PROPN
ejpam-6869	279	15	jamil	jamil	PROPN
ejpam-6869	279	16	,	,	PUNCT
ejpam-6869	279	17	ghr	ghr	PROPN
ejpam-6869	279	18	kefayati	kefayati	PROPN
ejpam-6869	279	19	,	,	PUNCT
ejpam-6869	279	20	rizalman	rizalman	ADJ
ejpam-6869	279	21	mamat	mamat	PROPN
ejpam-6869	279	22	,	,	PUNCT
ejpam-6869	279	23	and	and	CCONJ
ejpam-6869	279	24	g	g	PROPN
ejpam-6869	279	25	najafi	najafi	PROPN
ejpam-6869	279	26	.	.	PUNCT
ejpam-6869	280	1	recent	recent	ADJ
ejpam-6869	280	2	progress	progress	NOUN
ejpam-6869	280	3	on	on	ADP
ejpam-6869	280	4	hybrid	hybrid	ADJ
ejpam-6869	280	5	nanofluids	nanofluid	NOUN
ejpam-6869	280	6	in	in	ADP
ejpam-6869	280	7	heat	heat	NOUN
ejpam-6869	280	8	transfer	transfer	NOUN
ejpam-6869	280	9	applications	application	NOUN
ejpam-6869	280	10	:	:	PUNCT
ejpam-6869	280	11	a	a	DET
ejpam-6869	280	12	comprehensive	comprehensive	ADJ
ejpam-6869	280	13	review	review	NOUN
ejpam-6869	280	14	.	.	PUNCT
ejpam-6869	281	1	international	international	ADJ
ejpam-6869	281	2	communications	communication	NOUN
ejpam-6869	281	3	in	in	ADP
ejpam-6869	281	4	heat	heat	NOUN
ejpam-6869	281	5	and	and	CCONJ
ejpam-6869	281	6	mass	mass	NOUN
ejpam-6869	281	7	transfer	transfer	NOUN
ejpam-6869	281	8	,	,	PUNCT
ejpam-6869	281	9	78:68–79	78:68–79	NUM
ejpam-6869	281	10	,	,	PUNCT
ejpam-6869	281	11	2016	2016	NUM
ejpam-6869	281	12	.	.	PUNCT
ejpam-6869	282	1	[	[	X
ejpam-6869	282	2	3	3	X
ejpam-6869	282	3	]	]	PUNCT
ejpam-6869	282	4	saurabh	saurabh	PROPN
ejpam-6869	282	5	bhardwaj	bhardwaj	PROPN
ejpam-6869	282	6	,	,	PUNCT
ejpam-6869	282	7	amaresh	amaresh	PROPN
ejpam-6869	282	8	dalal	dalal	PROPN
ejpam-6869	282	9	,	,	PUNCT
ejpam-6869	282	10	and	and	CCONJ
ejpam-6869	282	11	sukumar	sukumar	PROPN
ejpam-6869	282	12	pati	pati	PROPN
ejpam-6869	282	13	.	.	PUNCT
ejpam-6869	283	1	influence	influence	NOUN
ejpam-6869	283	2	of	of	ADP
ejpam-6869	283	3	wavy	wavy	ADJ
ejpam-6869	283	4	wall	wall	NOUN
ejpam-6869	283	5	and	and	CCONJ
ejpam-6869	283	6	non	non	ADJ
ejpam-6869	283	7	-	-	ADJ
ejpam-6869	283	8	uniform	uniform	ADJ
ejpam-6869	283	9	heating	heating	NOUN
ejpam-6869	283	10	on	on	ADP
ejpam-6869	283	11	natural	natural	ADJ
ejpam-6869	283	12	convection	convection	NOUN
ejpam-6869	283	13	heat	heat	NOUN
ejpam-6869	283	14	transfer	transfer	NOUN
ejpam-6869	283	15	and	and	CCONJ
ejpam-6869	283	16	entropy	entropy	NOUN
ejpam-6869	283	17	generation	generation	NOUN
ejpam-6869	283	18	inside	inside	ADP
ejpam-6869	283	19	porous	porous	ADJ
ejpam-6869	283	20	complex	complex	ADJ
ejpam-6869	283	21	enclosure	enclosure	NOUN
ejpam-6869	283	22	.	.	PUNCT
ejpam-6869	284	1	energy	energy	NOUN
ejpam-6869	284	2	,	,	PUNCT
ejpam-6869	284	3	79:467–481	79:467–481	NUM
ejpam-6869	284	4	,	,	PUNCT
ejpam-6869	284	5	2015	2015	NUM
ejpam-6869	284	6	.	.	PUNCT
ejpam-6869	285	1	k.	k.	PROPN
ejpam-6869	285	2	al	al	PROPN
ejpam-6869	285	3	kalbani	kalbani	PROPN
ejpam-6869	285	4	et	et	PROPN
ejpam-6869	285	5	al	al	PROPN
ejpam-6869	285	6	.	.	PUNCT
ejpam-6869	285	7	/	/	SYM
ejpam-6869	285	8	eur	eur	PROPN
ejpam-6869	285	9	.	.	PUNCT
ejpam-6869	286	1	j.	j.	PROPN
ejpam-6869	286	2	pure	pure	PROPN
ejpam-6869	286	3	appl	appl	PROPN
ejpam-6869	286	4	.	.	PROPN
ejpam-6869	286	5	math	math	PROPN
ejpam-6869	286	6	,	,	PUNCT
ejpam-6869	286	7	18	18	NUM
ejpam-6869	286	8	(	(	PUNCT
ejpam-6869	286	9	4	4	NUM
ejpam-6869	286	10	)	)	PUNCT
ejpam-6869	286	11	(	(	PUNCT
ejpam-6869	286	12	2025	2025	NUM
ejpam-6869	286	13	)	)	PUNCT
ejpam-6869	286	14	,	,	PUNCT
ejpam-6869	286	15	6869	6869	NUM
ejpam-6869	286	16	17	17	NUM
ejpam-6869	286	17	of	of	ADP
ejpam-6869	286	18	20	20	NUM
ejpam-6869	286	19	[	[	SYM
ejpam-6869	286	20	4	4	NUM
ejpam-6869	286	21	]	]	PUNCT
ejpam-6869	286	22	khamis	khamis	PROPN
ejpam-6869	286	23	al	al	PROPN
ejpam-6869	286	24	kalbani	kalbani	PROPN
ejpam-6869	286	25	and	and	CCONJ
ejpam-6869	286	26	mj	mj	PROPN
ejpam-6869	286	27	uddin	uddin	PROPN
ejpam-6869	286	28	.	.	PUNCT
ejpam-6869	287	1	convective	convective	ADJ
ejpam-6869	287	2	heat	heat	NOUN
ejpam-6869	287	3	transfer	transfer	NOUN
ejpam-6869	287	4	of	of	ADP
ejpam-6869	287	5	cu	cu	PROPN
ejpam-6869	287	6	-	-	PROPN
ejpam-6869	287	7	al	al	PROPN
ejpam-6869	287	8	2	2	NUM
ejpam-6869	287	9	o	o	NOUN
ejpam-6869	287	10	3	3	NUM
ejpam-6869	287	11	/	/	SYM
ejpam-6869	287	12	water	water	NOUN
ejpam-6869	287	13	hybrid	hybrid	ADJ
ejpam-6869	287	14	nanofluid	nanofluid	ADJ
ejpam-6869	287	15	flow	flow	NOUN
ejpam-6869	287	16	in	in	ADP
ejpam-6869	287	17	a	a	DET
ejpam-6869	287	18	cavity	cavity	NOUN
ejpam-6869	287	19	having	have	VERB
ejpam-6869	287	20	vertical	vertical	ADJ
ejpam-6869	287	21	wavy	wavy	ADJ
ejpam-6869	287	22	sides	side	NOUN
ejpam-6869	287	23	.	.	PUNCT
ejpam-6869	288	1	iraqi	iraqi	ADJ
ejpam-6869	288	2	journal	journal	PROPN
ejpam-6869	288	3	of	of	ADP
ejpam-6869	288	4	science	science	NOUN
ejpam-6869	288	5	,	,	PUNCT
ejpam-6869	288	6	66(2	66(2	NUM
ejpam-6869	288	7	)	)	PUNCT
ejpam-6869	288	8	,	,	PUNCT
ejpam-6869	288	9	2025	2025	NUM
ejpam-6869	288	10	.	.	PUNCT
ejpam-6869	289	1	[	[	X
ejpam-6869	289	2	5	5	NUM
ejpam-6869	289	3	]	]	X
ejpam-6869	289	4	nehir	nehir	NOUN
ejpam-6869	289	5	tokgoz	tokgoz	X
ejpam-6869	289	6	,	,	PUNCT
ejpam-6869	289	7	e	e	PROPN
ejpam-6869	289	8	alıç	alıç	PROPN
ejpam-6869	289	9	,	,	PUNCT
ejpam-6869	289	10	ö	ö	NOUN
ejpam-6869	289	11	kaşka	kaşka	PROPN
ejpam-6869	289	12	,	,	PUNCT
ejpam-6869	289	13	and	and	CCONJ
ejpam-6869	289	14	mm	mm	PROPN
ejpam-6869	289	15	aksoy	aksoy	PROPN
ejpam-6869	289	16	.	.	PUNCT
ejpam-6869	290	1	the	the	DET
ejpam-6869	290	2	numerical	numerical	PROPN
ejpam-6869	290	3	study	study	NOUN
ejpam-6869	290	4	of	of	ADP
ejpam-6869	290	5	heat	heat	NOUN
ejpam-6869	290	6	transfer	transfer	NOUN
ejpam-6869	290	7	enhancement	enhancement	NOUN
ejpam-6869	290	8	using	use	VERB
ejpam-6869	290	9	al2o3	al2o3	NOUN
ejpam-6869	290	10	-	-	PUNCT
ejpam-6869	290	11	water	water	NOUN
ejpam-6869	290	12	nanofluid	nanofluid	NOUN
ejpam-6869	290	13	in	in	ADP
ejpam-6869	290	14	corrugated	corrugate	VERB
ejpam-6869	290	15	duct	duct	NOUN
ejpam-6869	290	16	application	application	NOUN
ejpam-6869	290	17	.	.	PUNCT
ejpam-6869	291	1	journal	journal	NOUN
ejpam-6869	291	2	of	of	ADP
ejpam-6869	291	3	thermal	thermal	ADJ
ejpam-6869	291	4	engineering	engineering	NOUN
ejpam-6869	291	5	,	,	PUNCT
ejpam-6869	291	6	4(3):1984–1997	4(3):1984–1997	PROPN
ejpam-6869	291	7	,	,	PUNCT
ejpam-6869	291	8	2018	2018	NUM
ejpam-6869	291	9	.	.	PUNCT
ejpam-6869	292	1	[	[	X
ejpam-6869	292	2	6	6	NUM
ejpam-6869	292	3	]	]	PUNCT
ejpam-6869	292	4	zafar	zafar	PROPN
ejpam-6869	292	5	said	say	VERB
ejpam-6869	292	6	,	,	PUNCT
ejpam-6869	292	7	mehdi	mehdi	PROPN
ejpam-6869	292	8	jamei	jamei	PROPN
ejpam-6869	292	9	,	,	PUNCT
ejpam-6869	292	10	l	l	PROPN
ejpam-6869	292	11	syam	syam	NOUN
ejpam-6869	292	12	sundar	sundar	NOUN
ejpam-6869	292	13	,	,	PUNCT
ejpam-6869	292	14	ak	ak	PROPN
ejpam-6869	292	15	pandey	pandey	PROPN
ejpam-6869	292	16	,	,	PUNCT
ejpam-6869	292	17	a	a	DET
ejpam-6869	292	18	allouhi	allouhi	NOUN
ejpam-6869	292	19	,	,	PUNCT
ejpam-6869	292	20	and	and	CCONJ
ejpam-6869	292	21	changhe	changhe	PROPN
ejpam-6869	292	22	li	li	PROPN
ejpam-6869	292	23	.	.	PROPN
ejpam-6869	293	1	thermophysical	thermophysical	ADJ
ejpam-6869	293	2	properties	property	NOUN
ejpam-6869	293	3	of	of	ADP
ejpam-6869	293	4	water	water	NOUN
ejpam-6869	293	5	,	,	PUNCT
ejpam-6869	293	6	water	water	NOUN
ejpam-6869	293	7	and	and	CCONJ
ejpam-6869	293	8	ethylene	ethylene	NOUN
ejpam-6869	293	9	glycol	glycol	NOUN
ejpam-6869	293	10	mixture	mixture	NOUN
ejpam-6869	293	11	-	-	PUNCT
ejpam-6869	293	12	based	base	VERB
ejpam-6869	293	13	nanodiamond+	nanodiamond+	PART
ejpam-6869	293	14	fe3o4	fe3o4	VERB
ejpam-6869	293	15	hybrid	hybrid	ADJ
ejpam-6869	293	16	nanofluids	nanofluid	NOUN
ejpam-6869	293	17	:	:	PUNCT
ejpam-6869	293	18	an	an	DET
ejpam-6869	293	19	experimental	experimental	ADJ
ejpam-6869	293	20	assessment	assessment	NOUN
ejpam-6869	293	21	and	and	CCONJ
ejpam-6869	293	22	application	application	NOUN
ejpam-6869	293	23	of	of	ADP
ejpam-6869	293	24	data	data	NOUN
ejpam-6869	293	25	-	-	PUNCT
ejpam-6869	293	26	driven	drive	VERB
ejpam-6869	293	27	approaches	approach	NOUN
ejpam-6869	293	28	.	.	PUNCT
ejpam-6869	294	1	journal	journal	NOUN
ejpam-6869	294	2	of	of	ADP
ejpam-6869	294	3	molecular	molecular	ADJ
ejpam-6869	294	4	liquids	liquid	NOUN
ejpam-6869	294	5	,	,	PUNCT
ejpam-6869	294	6	347:117944	347:117944	NUM
ejpam-6869	294	7	,	,	PUNCT
ejpam-6869	294	8	2022	2022	NUM
ejpam-6869	294	9	.	.	PUNCT
ejpam-6869	295	1	[	[	X
ejpam-6869	295	2	7	7	X
ejpam-6869	295	3	]	]	X
ejpam-6869	295	4	ammar	ammar	PROPN
ejpam-6869	295	5	abdulkadhim	abdulkadhim	PROPN
ejpam-6869	295	6	,	,	PUNCT
ejpam-6869	295	7	hameed	hameed	PROPN
ejpam-6869	295	8	k	k	PROPN
ejpam-6869	295	9	hamzah	hamzah	PROPN
ejpam-6869	295	10	,	,	PUNCT
ejpam-6869	295	11	farooq	farooq	PROPN
ejpam-6869	295	12	hassan	hassan	PROPN
ejpam-6869	295	13	ali	ali	PROPN
ejpam-6869	295	14	,	,	PUNCT
ejpam-6869	295	15	çağatay	çağatay	PROPN
ejpam-6869	295	16	yıldız	yıldız	PROPN
ejpam-6869	295	17	,	,	PUNCT
ejpam-6869	295	18	azher	azher	PROPN
ejpam-6869	295	19	m	m	PROPN
ejpam-6869	295	20	abed	abe	VERB
ejpam-6869	295	21	,	,	PUNCT
ejpam-6869	295	22	esam	esam	PROPN
ejpam-6869	295	23	m	m	AUX
ejpam-6869	295	24	abed	abe	VERB
ejpam-6869	295	25	,	,	PUNCT
ejpam-6869	295	26	and	and	CCONJ
ejpam-6869	295	27	müslüm	müslüm	PROPN
ejpam-6869	295	28	arıcı	arıcı	NOUN
ejpam-6869	295	29	.	.	PUNCT
ejpam-6869	296	1	effect	effect	NOUN
ejpam-6869	296	2	of	of	ADP
ejpam-6869	296	3	heat	heat	NOUN
ejpam-6869	296	4	generation	generation	NOUN
ejpam-6869	296	5	and	and	CCONJ
ejpam-6869	296	6	heat	heat	NOUN
ejpam-6869	296	7	absorption	absorption	NOUN
ejpam-6869	296	8	on	on	ADP
ejpam-6869	296	9	natural	natural	ADJ
ejpam-6869	296	10	convection	convection	NOUN
ejpam-6869	296	11	of	of	ADP
ejpam-6869	296	12	cu	cu	PROPN
ejpam-6869	296	13	-	-	PUNCT
ejpam-6869	296	14	water	water	NOUN
ejpam-6869	296	15	nanofluid	nanofluid	NOUN
ejpam-6869	296	16	in	in	ADP
ejpam-6869	296	17	a	a	DET
ejpam-6869	296	18	wavy	wavy	ADJ
ejpam-6869	296	19	enclosure	enclosure	NOUN
ejpam-6869	296	20	under	under	ADP
ejpam-6869	296	21	magnetic	magnetic	ADJ
ejpam-6869	296	22	field	field	NOUN
ejpam-6869	296	23	.	.	PUNCT
ejpam-6869	297	1	international	international	ADJ
ejpam-6869	297	2	communications	communication	NOUN
ejpam-6869	297	3	in	in	ADP
ejpam-6869	297	4	heat	heat	NOUN
ejpam-6869	297	5	and	and	CCONJ
ejpam-6869	297	6	mass	mass	NOUN
ejpam-6869	297	7	transfer	transfer	NOUN
ejpam-6869	297	8	,	,	PUNCT
ejpam-6869	297	9	120:105024	120:105024	NUM
ejpam-6869	297	10	,	,	PUNCT
ejpam-6869	297	11	2021	2021	NUM
ejpam-6869	297	12	.	.	PUNCT
ejpam-6869	298	1	[	[	X
ejpam-6869	298	2	8	8	NUM
ejpam-6869	298	3	]	]	X
ejpam-6869	298	4	ching	ching	PROPN
ejpam-6869	298	5	-	-	PUNCT
ejpam-6869	298	6	yang	yang	PROPN
ejpam-6869	298	7	cheng	cheng	PROPN
ejpam-6869	298	8	.	.	PUNCT
ejpam-6869	298	9	natural	natural	ADJ
ejpam-6869	298	10	convection	convection	NOUN
ejpam-6869	298	11	heat	heat	NOUN
ejpam-6869	298	12	and	and	CCONJ
ejpam-6869	298	13	mass	mass	NOUN
ejpam-6869	298	14	transfer	transfer	NOUN
ejpam-6869	298	15	near	near	ADP
ejpam-6869	298	16	a	a	DET
ejpam-6869	298	17	vertical	vertical	ADJ
ejpam-6869	298	18	wavy	wavy	ADJ
ejpam-6869	298	19	surface	surface	NOUN
ejpam-6869	298	20	with	with	ADP
ejpam-6869	298	21	constant	constant	ADJ
ejpam-6869	298	22	wall	wall	NOUN
ejpam-6869	298	23	temperature	temperature	NOUN
ejpam-6869	298	24	and	and	CCONJ
ejpam-6869	298	25	concentration	concentration	NOUN
ejpam-6869	298	26	in	in	ADP
ejpam-6869	298	27	a	a	DET
ejpam-6869	298	28	porous	porous	ADJ
ejpam-6869	298	29	medium	medium	NOUN
ejpam-6869	298	30	.	.	PUNCT
ejpam-6869	299	1	international	international	ADJ
ejpam-6869	299	2	communications	communication	NOUN
ejpam-6869	299	3	in	in	ADP
ejpam-6869	299	4	heat	heat	NOUN
ejpam-6869	299	5	and	and	CCONJ
ejpam-6869	299	6	mass	mass	NOUN
ejpam-6869	299	7	transfer	transfer	NOUN
ejpam-6869	299	8	,	,	PUNCT
ejpam-6869	299	9	27(8):1143–1154	27(8):1143–1154	NUM
ejpam-6869	299	10	,	,	PUNCT
ejpam-6869	299	11	2000	2000	NUM
ejpam-6869	299	12	.	.	PUNCT
ejpam-6869	300	1	[	[	X
ejpam-6869	300	2	9	9	NUM
ejpam-6869	300	3	]	]	PUNCT
ejpam-6869	300	4	m.	m.	NOUN
ejpam-6869	300	5	hassan	hassan	PROPN
ejpam-6869	300	6	,	,	PUNCT
ejpam-6869	300	7	m.	m.	NOUN
ejpam-6869	300	8	marin	marin	PROPN
ejpam-6869	300	9	,	,	PUNCT
ejpam-6869	300	10	r.	r.	PROPN
ejpam-6869	300	11	ellahi	ellahi	PROPN
ejpam-6869	300	12	,	,	PUNCT
ejpam-6869	300	13	and	and	CCONJ
ejpam-6869	300	14	s.	s.	PROPN
ejpam-6869	300	15	z.	z.	PROPN
ejpam-6869	300	16	alamri	alamri	PROPN
ejpam-6869	300	17	.	.	PUNCT
ejpam-6869	301	1	exploration	exploration	NOUN
ejpam-6869	301	2	of	of	ADP
ejpam-6869	301	3	convective	convective	ADJ
ejpam-6869	301	4	heat	heat	NOUN
ejpam-6869	301	5	transfer	transfer	NOUN
ejpam-6869	301	6	and	and	CCONJ
ejpam-6869	301	7	flow	flow	NOUN
ejpam-6869	301	8	characteristics	characteristic	NOUN
ejpam-6869	301	9	synthesis	synthesis	NOUN
ejpam-6869	301	10	by	by	ADP
ejpam-6869	301	11	cu	cu	PROPN
ejpam-6869	301	12	-	-	PUNCT
ejpam-6869	301	13	ag	ag	PROPN
ejpam-6869	301	14	/	/	SYM
ejpam-6869	301	15	water	water	NOUN
ejpam-6869	301	16	hybrid	hybrid	NOUN
ejpam-6869	301	17	-	-	PUNCT
ejpam-6869	301	18	nanofluids	nanofluids	NOUN
ejpam-6869	301	19	.	.	PUNCT
ejpam-6869	302	1	heat	heat	NOUN
ejpam-6869	302	2	transfer	transfer	NOUN
ejpam-6869	302	3	research	research	NOUN
ejpam-6869	302	4	,	,	PUNCT
ejpam-6869	302	5	49(18	49(18	NUM
ejpam-6869	302	6	)	)	PUNCT
ejpam-6869	302	7	,	,	PUNCT
ejpam-6869	302	8	2018	2018	NUM
ejpam-6869	302	9	.	.	PUNCT
ejpam-6869	303	1	[	[	X
ejpam-6869	303	2	10	10	NUM
ejpam-6869	303	3	]	]	X
ejpam-6869	303	4	d.	d.	PROPN
ejpam-6869	303	5	madhesh	madhesh	PROPN
ejpam-6869	303	6	,	,	PUNCT
ejpam-6869	303	7	r.	r.	PROPN
ejpam-6869	303	8	parameshwaran	parameshwaran	PROPN
ejpam-6869	303	9	,	,	PUNCT
ejpam-6869	303	10	and	and	CCONJ
ejpam-6869	303	11	s.	s.	PROPN
ejpam-6869	303	12	kalaiselvam	kalaiselvam	PROPN
ejpam-6869	303	13	.	.	PUNCT
ejpam-6869	304	1	experimental	experimental	ADJ
ejpam-6869	304	2	investigation	investigation	NOUN
ejpam-6869	304	3	on	on	ADP
ejpam-6869	304	4	convective	convective	ADJ
ejpam-6869	304	5	heat	heat	NOUN
ejpam-6869	304	6	transfer	transfer	NOUN
ejpam-6869	304	7	and	and	CCONJ
ejpam-6869	304	8	rheological	rheological	ADJ
ejpam-6869	304	9	characteristics	characteristic	NOUN
ejpam-6869	304	10	of	of	ADP
ejpam-6869	304	11	cu	cu	PROPN
ejpam-6869	304	12	-	-	PUNCT
ejpam-6869	304	13	tio2	tio2	VERB
ejpam-6869	304	14	hybrid	hybrid	NOUN
ejpam-6869	304	15	nanofluids	nanofluid	NOUN
ejpam-6869	304	16	.	.	PUNCT
ejpam-6869	305	1	experimental	experimental	ADJ
ejpam-6869	305	2	thermal	thermal	ADJ
ejpam-6869	305	3	and	and	CCONJ
ejpam-6869	305	4	fluid	fluid	ADJ
ejpam-6869	305	5	science	science	NOUN
ejpam-6869	305	6	,	,	PUNCT
ejpam-6869	305	7	52:104–115	52:104–115	PROPN
ejpam-6869	305	8	,	,	PUNCT
ejpam-6869	305	9	2014	2014	NUM
ejpam-6869	305	10	.	.	PUNCT
ejpam-6869	306	1	[	[	X
ejpam-6869	306	2	11	11	NUM
ejpam-6869	306	3	]	]	PUNCT
ejpam-6869	306	4	m.	m.	NOUN
ejpam-6869	306	5	n.	n.	PROPN
ejpam-6869	306	6	labib	labib	PROPN
ejpam-6869	306	7	,	,	PUNCT
ejpam-6869	306	8	m.	m.	NOUN
ejpam-6869	306	9	j.	j.	PROPN
ejpam-6869	306	10	nine	nine	PROPN
ejpam-6869	306	11	,	,	PUNCT
ejpam-6869	306	12	h.	h.	PROPN
ejpam-6869	306	13	afrianto	afrianto	PROPN
ejpam-6869	306	14	,	,	PUNCT
ejpam-6869	306	15	h.	h.	PROPN
ejpam-6869	306	16	chung	chung	PROPN
ejpam-6869	306	17	,	,	PUNCT
ejpam-6869	306	18	and	and	CCONJ
ejpam-6869	306	19	h.	h.	PROPN
ejpam-6869	306	20	jeong	jeong	PROPN
ejpam-6869	306	21	.	.	PUNCT
ejpam-6869	307	1	numerical	numerical	PROPN
ejpam-6869	307	2	investigation	investigation	NOUN
ejpam-6869	307	3	on	on	ADP
ejpam-6869	307	4	the	the	DET
ejpam-6869	307	5	effect	effect	NOUN
ejpam-6869	307	6	of	of	ADP
ejpam-6869	307	7	base	base	NOUN
ejpam-6869	307	8	fluids	fluid	NOUN
ejpam-6869	307	9	and	and	CCONJ
ejpam-6869	307	10	hybrid	hybrid	ADJ
ejpam-6869	307	11	nanofluid	nanofluid	NOUN
ejpam-6869	307	12	in	in	ADP
ejpam-6869	307	13	forced	force	VERB
ejpam-6869	307	14	convective	convective	ADJ
ejpam-6869	307	15	heat	heat	NOUN
ejpam-6869	307	16	transfer	transfer	NOUN
ejpam-6869	307	17	.	.	PUNCT
ejpam-6869	308	1	international	international	ADJ
ejpam-6869	308	2	journal	journal	NOUN
ejpam-6869	308	3	of	of	ADP
ejpam-6869	308	4	thermal	thermal	ADJ
ejpam-6869	308	5	sciences	science	NOUN
ejpam-6869	308	6	,	,	PUNCT
ejpam-6869	308	7	71:163–171	71:163–171	NUM
ejpam-6869	308	8	,	,	PUNCT
ejpam-6869	308	9	2013	2013	NUM
ejpam-6869	308	10	.	.	PUNCT
ejpam-6869	309	1	[	[	X
ejpam-6869	309	2	12	12	NUM
ejpam-6869	309	3	]	]	X
ejpam-6869	309	4	n.	n.	PROPN
ejpam-6869	309	5	a.	a.	PROPN
ejpam-6869	309	6	c.	c.	PROPN
ejpam-6869	309	7	sidik	sidik	PROPN
ejpam-6869	309	8	,	,	PUNCT
ejpam-6869	309	9	i.	i.	PROPN
ejpam-6869	309	10	m.	m.	PROPN
ejpam-6869	309	11	adamu	adamu	PROPN
ejpam-6869	309	12	,	,	PUNCT
ejpam-6869	309	13	m.	m.	PROPN
ejpam-6869	309	14	m.	m.	PROPN
ejpam-6869	309	15	jamil	jamil	PROPN
ejpam-6869	309	16	,	,	PUNCT
ejpam-6869	309	17	g.	g.	PROPN
ejpam-6869	309	18	h.	h.	PROPN
ejpam-6869	309	19	r.	r.	PROPN
ejpam-6869	309	20	kefayati	kefayati	PROPN
ejpam-6869	309	21	,	,	PUNCT
ejpam-6869	309	22	r.	r.	PROPN
ejpam-6869	309	23	mamat	mamat	PROPN
ejpam-6869	309	24	,	,	PUNCT
ejpam-6869	309	25	and	and	CCONJ
ejpam-6869	309	26	g.	g.	PROPN
ejpam-6869	309	27	najafi	najafi	PROPN
ejpam-6869	309	28	.	.	PUNCT
ejpam-6869	310	1	recent	recent	ADJ
ejpam-6869	310	2	progress	progress	NOUN
ejpam-6869	310	3	on	on	ADP
ejpam-6869	310	4	hybrid	hybrid	ADJ
ejpam-6869	310	5	nanofluids	nanofluid	NOUN
ejpam-6869	310	6	in	in	ADP
ejpam-6869	310	7	heat	heat	NOUN
ejpam-6869	310	8	transfer	transfer	NOUN
ejpam-6869	310	9	applications	application	NOUN
ejpam-6869	310	10	:	:	PUNCT
ejpam-6869	310	11	a	a	DET
ejpam-6869	310	12	comprehensive	comprehensive	ADJ
ejpam-6869	310	13	review	review	NOUN
ejpam-6869	310	14	.	.	PUNCT
ejpam-6869	311	1	international	international	ADJ
ejpam-6869	311	2	communications	communication	NOUN
ejpam-6869	311	3	in	in	ADP
ejpam-6869	311	4	heat	heat	NOUN
ejpam-6869	311	5	and	and	CCONJ
ejpam-6869	311	6	mass	mass	NOUN
ejpam-6869	311	7	transfer	transfer	NOUN
ejpam-6869	311	8	,	,	PUNCT
ejpam-6869	311	9	78:68–79	78:68–79	NUM
ejpam-6869	311	10	,	,	PUNCT
ejpam-6869	311	11	2016	2016	NUM
ejpam-6869	311	12	.	.	PUNCT
ejpam-6869	312	1	[	[	X
ejpam-6869	312	2	13	13	NUM
ejpam-6869	312	3	]	]	PUNCT
ejpam-6869	312	4	g.	g.	PROPN
ejpam-6869	312	5	p.	p.	PROPN
ejpam-6869	312	6	ashwinkumar	ashwinkumar	PROPN
ejpam-6869	312	7	,	,	PUNCT
ejpam-6869	312	8	s.	s.	PROPN
ejpam-6869	312	9	p.	p.	PROPN
ejpam-6869	312	10	samrat	samrat	PROPN
ejpam-6869	312	11	,	,	PUNCT
ejpam-6869	312	12	and	and	CCONJ
ejpam-6869	312	13	n.	n.	PROPN
ejpam-6869	312	14	sandeep	sandeep	PROPN
ejpam-6869	312	15	.	.	PUNCT
ejpam-6869	313	1	convective	convective	ADJ
ejpam-6869	313	2	heat	heat	NOUN
ejpam-6869	313	3	transfer	transfer	NOUN
ejpam-6869	313	4	in	in	ADP
ejpam-6869	313	5	mhd	mhd	NOUN
ejpam-6869	313	6	hybrid	hybrid	ADJ
ejpam-6869	313	7	nanofluid	nanofluid	PROPN
ejpam-6869	313	8	flow	flow	NOUN
ejpam-6869	313	9	over	over	ADP
ejpam-6869	313	10	two	two	NUM
ejpam-6869	313	11	different	different	ADJ
ejpam-6869	313	12	geometries	geometry	NOUN
ejpam-6869	313	13	.	.	PUNCT
ejpam-6869	314	1	international	international	ADJ
ejpam-6869	314	2	communications	communication	NOUN
ejpam-6869	314	3	in	in	ADP
ejpam-6869	314	4	heat	heat	NOUN
ejpam-6869	314	5	and	and	CCONJ
ejpam-6869	314	6	mass	mass	NOUN
ejpam-6869	314	7	transfer	transfer	NOUN
ejpam-6869	314	8	,	,	PUNCT
ejpam-6869	314	9	127:105563	127:105563	NUM
ejpam-6869	314	10	,	,	PUNCT
ejpam-6869	314	11	2021	2021	NUM
ejpam-6869	314	12	.	.	PUNCT
ejpam-6869	315	1	[	[	X
ejpam-6869	315	2	14	14	NUM
ejpam-6869	315	3	]	]	PUNCT
ejpam-6869	315	4	k.	k.	PROPN
ejpam-6869	315	5	g.	g.	PROPN
ejpam-6869	315	6	kumar	kumar	PROPN
ejpam-6869	315	7	,	,	PUNCT
ejpam-6869	315	8	m.	m.	PROPN
ejpam-6869	315	9	g.	g.	PROPN
ejpam-6869	315	10	reddy	reddy	PROPN
ejpam-6869	315	11	,	,	PUNCT
ejpam-6869	315	12	a.	a.	NOUN
ejpam-6869	315	13	aldalbahi	aldalbahi	PROPN
ejpam-6869	315	14	,	,	PUNCT
ejpam-6869	315	15	m.	m.	NOUN
ejpam-6869	315	16	rahimi	rahimi	NOUN
ejpam-6869	315	17	-	-	PUNCT
ejpam-6869	315	18	gorji	gorji	NOUN
ejpam-6869	315	19	,	,	PUNCT
ejpam-6869	315	20	and	and	CCONJ
ejpam-6869	315	21	m.	m.	NOUN
ejpam-6869	315	22	rahaman	rahaman	NOUN
ejpam-6869	315	23	.	.	PUNCT
ejpam-6869	316	1	application	application	NOUN
ejpam-6869	316	2	of	of	ADP
ejpam-6869	316	3	different	different	ADJ
ejpam-6869	316	4	hybrid	hybrid	NOUN
ejpam-6869	316	5	nanofluids	nanofluid	NOUN
ejpam-6869	316	6	in	in	ADP
ejpam-6869	316	7	convective	convective	ADJ
ejpam-6869	316	8	heat	heat	NOUN
ejpam-6869	316	9	transport	transport	NOUN
ejpam-6869	316	10	of	of	ADP
ejpam-6869	316	11	carreau	carreau	PROPN
ejpam-6869	316	12	fluid	fluid	PROPN
ejpam-6869	316	13	.	.	PUNCT
ejpam-6869	317	1	chaos	chaos	NOUN
ejpam-6869	317	2	,	,	PUNCT
ejpam-6869	317	3	solitons	soliton	NOUN
ejpam-6869	317	4	&	&	CCONJ
ejpam-6869	317	5	fractals	fractal	NOUN
ejpam-6869	317	6	,	,	PUNCT
ejpam-6869	317	7	141:110350	141:110350	NUM
ejpam-6869	317	8	,	,	PUNCT
ejpam-6869	317	9	2020	2020	NUM
ejpam-6869	317	10	.	.	PUNCT
ejpam-6869	318	1	[	[	X
ejpam-6869	318	2	15	15	X
ejpam-6869	318	3	]	]	X
ejpam-6869	318	4	t.	t.	NOUN
ejpam-6869	318	5	tayebi	tayebi	NOUN
ejpam-6869	318	6	and	and	CCONJ
ejpam-6869	318	7	a.	a.	PROPN
ejpam-6869	318	8	j.	j.	PROPN
ejpam-6869	318	9	chamkha	chamkha	PROPN
ejpam-6869	318	10	.	.	PUNCT
ejpam-6869	319	1	magnetohydrodynamic	magnetohydrodynamic	ADJ
ejpam-6869	319	2	natural	natural	ADJ
ejpam-6869	319	3	convection	convection	NOUN
ejpam-6869	319	4	heat	heat	NOUN
ejpam-6869	319	5	transfer	transfer	NOUN
ejpam-6869	319	6	of	of	ADP
ejpam-6869	319	7	hybrid	hybrid	ADJ
ejpam-6869	319	8	nanofluid	nanofluid	NOUN
ejpam-6869	319	9	in	in	ADP
ejpam-6869	319	10	a	a	DET
ejpam-6869	319	11	square	square	ADJ
ejpam-6869	319	12	enclosure	enclosure	NOUN
ejpam-6869	319	13	in	in	ADP
ejpam-6869	319	14	the	the	DET
ejpam-6869	319	15	presence	presence	NOUN
ejpam-6869	319	16	of	of	ADP
ejpam-6869	319	17	a	a	DET
ejpam-6869	319	18	wavy	wavy	ADJ
ejpam-6869	319	19	circular	circular	ADJ
ejpam-6869	319	20	conductive	conductive	ADJ
ejpam-6869	319	21	cylinder	cylinder	NOUN
ejpam-6869	319	22	.	.	PUNCT
ejpam-6869	320	1	journal	journal	NOUN
ejpam-6869	320	2	of	of	ADP
ejpam-6869	320	3	thermal	thermal	ADJ
ejpam-6869	320	4	science	science	NOUN
ejpam-6869	320	5	and	and	CCONJ
ejpam-6869	320	6	engineering	engineering	NOUN
ejpam-6869	320	7	applications	application	NOUN
ejpam-6869	320	8	,	,	PUNCT
ejpam-6869	320	9	12(3):031009	12(3):031009	NUM
ejpam-6869	320	10	,	,	PUNCT
ejpam-6869	320	11	2020	2020	NUM
ejpam-6869	320	12	.	.	PUNCT
ejpam-6869	321	1	[	[	X
ejpam-6869	321	2	16	16	NUM
ejpam-6869	321	3	]	]	PUNCT
ejpam-6869	321	4	s.	s.	PROPN
ejpam-6869	321	5	hussain	hussain	PROPN
ejpam-6869	321	6	,	,	PUNCT
ejpam-6869	321	7	t.	t.	NOUN
ejpam-6869	321	8	tayebi	tayebi	NOUN
ejpam-6869	321	9	,	,	PUNCT
ejpam-6869	321	10	t.	t.	PROPN
ejpam-6869	321	11	armaghani	armaghani	PROPN
ejpam-6869	321	12	,	,	PUNCT
ejpam-6869	321	13	a.	a.	PROPN
ejpam-6869	321	14	m.	m.	PROPN
ejpam-6869	321	15	rashad	rashad	PROPN
ejpam-6869	321	16	,	,	PUNCT
ejpam-6869	321	17	and	and	CCONJ
ejpam-6869	321	18	h.	h.	PROPN
ejpam-6869	321	19	a.	a.	PROPN
ejpam-6869	321	20	nabwey	nabwey	PROPN
ejpam-6869	321	21	.	.	PUNCT
ejpam-6869	322	1	conjugate	conjugate	ADJ
ejpam-6869	322	2	natural	natural	ADJ
ejpam-6869	322	3	convection	convection	NOUN
ejpam-6869	322	4	of	of	ADP
ejpam-6869	322	5	non	non	ADJ
ejpam-6869	322	6	-	-	ADJ
ejpam-6869	322	7	newtonian	newtonian	ADJ
ejpam-6869	322	8	hybrid	hybrid	ADJ
ejpam-6869	322	9	nanofluid	nanofluid	NOUN
ejpam-6869	322	10	in	in	ADP
ejpam-6869	322	11	a	a	DET
ejpam-6869	322	12	wavy	wavy	NOUN
ejpam-6869	322	13	-	-	PUNCT
ejpam-6869	322	14	shaped	shape	VERB
ejpam-6869	322	15	enclosure	enclosure	NOUN
ejpam-6869	322	16	.	.	PUNCT
ejpam-6869	323	1	k.	k.	PROPN
ejpam-6869	323	2	al	al	PROPN
ejpam-6869	323	3	kalbani	kalbani	PROPN
ejpam-6869	323	4	et	et	PROPN
ejpam-6869	323	5	al	al	PROPN
ejpam-6869	323	6	.	.	PUNCT
ejpam-6869	323	7	/	/	SYM
ejpam-6869	323	8	eur	eur	PROPN
ejpam-6869	323	9	.	.	PUNCT
ejpam-6869	324	1	j.	j.	PROPN
ejpam-6869	324	2	pure	pure	PROPN
ejpam-6869	324	3	appl	appl	PROPN
ejpam-6869	324	4	.	.	PROPN
ejpam-6869	324	5	math	math	PROPN
ejpam-6869	324	6	,	,	PUNCT
ejpam-6869	324	7	18	18	NUM
ejpam-6869	324	8	(	(	PUNCT
ejpam-6869	324	9	4	4	NUM
ejpam-6869	324	10	)	)	PUNCT
ejpam-6869	324	11	(	(	PUNCT
ejpam-6869	324	12	2025	2025	NUM
ejpam-6869	324	13	)	)	PUNCT
ejpam-6869	324	14	,	,	PUNCT
ejpam-6869	324	15	6869	6869	NUM
ejpam-6869	324	16	18	18	NUM
ejpam-6869	324	17	of	of	ADP
ejpam-6869	324	18	20	20	NUM
ejpam-6869	324	19	applied	apply	VERB
ejpam-6869	324	20	mathematics	mathematic	NOUN
ejpam-6869	324	21	and	and	CCONJ
ejpam-6869	324	22	mechanics	mechanic	NOUN
ejpam-6869	324	23	,	,	PUNCT
ejpam-6869	324	24	43(3):447–466	43(3):447–466	NUM
ejpam-6869	324	25	,	,	PUNCT
ejpam-6869	324	26	2022	2022	NUM
ejpam-6869	324	27	.	.	PUNCT
ejpam-6869	325	1	[	[	X
ejpam-6869	325	2	17	17	NUM
ejpam-6869	325	3	]	]	PUNCT
ejpam-6869	325	4	m.	m.	NOUN
ejpam-6869	325	5	m.	m.	PROPN
ejpam-6869	325	6	ali	ali	PROPN
ejpam-6869	325	7	,	,	PUNCT
ejpam-6869	325	8	r.	r.	PROPN
ejpam-6869	325	9	akhter	akhter	PROPN
ejpam-6869	325	10	,	,	PUNCT
ejpam-6869	325	11	and	and	CCONJ
ejpam-6869	325	12	m.	m.	NOUN
ejpam-6869	325	13	a.	a.	NOUN
ejpam-6869	325	14	alim	alim	PROPN
ejpam-6869	325	15	.	.	PUNCT
ejpam-6869	326	1	hydromagnetic	hydromagnetic	ADJ
ejpam-6869	326	2	natural	natural	ADJ
ejpam-6869	326	3	convection	convection	NOUN
ejpam-6869	326	4	in	in	ADP
ejpam-6869	326	5	a	a	DET
ejpam-6869	326	6	wavywalled	wavywalle	VERB
ejpam-6869	326	7	enclosure	enclosure	NOUN
ejpam-6869	326	8	equipped	equip	VERB
ejpam-6869	326	9	with	with	ADP
ejpam-6869	326	10	a	a	DET
ejpam-6869	326	11	hybrid	hybrid	ADJ
ejpam-6869	326	12	nanofluid	nanofluid	ADJ
ejpam-6869	326	13	and	and	CCONJ
ejpam-6869	326	14	heat	heat	NOUN
ejpam-6869	326	15	-	-	PUNCT
ejpam-6869	326	16	generating	generate	VERB
ejpam-6869	326	17	cylinder	cylinder	NOUN
ejpam-6869	326	18	.	.	PUNCT
ejpam-6869	327	1	alexandria	alexandria	PROPN
ejpam-6869	327	2	engineering	engineering	PROPN
ejpam-6869	327	3	journal	journal	PROPN
ejpam-6869	327	4	,	,	PUNCT
ejpam-6869	327	5	60(6):5245–5264	60(6):5245–5264	NUM
ejpam-6869	327	6	,	,	PUNCT
ejpam-6869	327	7	2021	2021	NUM
ejpam-6869	327	8	.	.	PUNCT
ejpam-6869	328	1	[	[	X
ejpam-6869	328	2	18	18	NUM
ejpam-6869	328	3	]	]	X
ejpam-6869	328	4	s.	s.	PROPN
ejpam-6869	328	5	hansda	hansda	PROPN
ejpam-6869	328	6	and	and	CCONJ
ejpam-6869	328	7	s.	s.	PROPN
ejpam-6869	328	8	k.	k.	PROPN
ejpam-6869	328	9	pandit	pandit	PROPN
ejpam-6869	328	10	.	.	PUNCT
ejpam-6869	329	1	thermosolutal	thermosolutal	ADJ
ejpam-6869	329	2	hydromagnetic	hydromagnetic	ADJ
ejpam-6869	329	3	mixed	mixed	ADJ
ejpam-6869	329	4	convective	convective	ADJ
ejpam-6869	329	5	hybrid	hybrid	ADJ
ejpam-6869	329	6	nanofluid	nanofluid	ADJ
ejpam-6869	329	7	flow	flow	NOUN
ejpam-6869	329	8	in	in	ADP
ejpam-6869	329	9	a	a	DET
ejpam-6869	329	10	wavy	wavy	NOUN
ejpam-6869	329	11	-	-	PUNCT
ejpam-6869	329	12	walled	walled	ADJ
ejpam-6869	329	13	enclosure	enclosure	NOUN
ejpam-6869	329	14	.	.	PUNCT
ejpam-6869	330	1	journal	journal	PROPN
ejpam-6869	330	2	of	of	ADP
ejpam-6869	330	3	magnetism	magnetism	NOUN
ejpam-6869	330	4	and	and	CCONJ
ejpam-6869	330	5	magnetic	magnetic	ADJ
ejpam-6869	330	6	materials	material	NOUN
ejpam-6869	330	7	,	,	PUNCT
ejpam-6869	330	8	572:170580	572:170580	NUM
ejpam-6869	330	9	,	,	PUNCT
ejpam-6869	330	10	2023	2023	NUM
ejpam-6869	330	11	.	.	PUNCT
ejpam-6869	331	1	[	[	X
ejpam-6869	331	2	19	19	NUM
ejpam-6869	331	3	]	]	PUNCT
ejpam-6869	331	4	a.	a.	NOUN
ejpam-6869	331	5	gaber	gaber	PROPN
ejpam-6869	331	6	,	,	PUNCT
ejpam-6869	331	7	m.	m.	PROPN
ejpam-6869	331	8	mohamed	mohamed	PROPN
ejpam-6869	331	9	,	,	PUNCT
ejpam-6869	331	10	and	and	CCONJ
ejpam-6869	331	11	g.	g.	PROPN
ejpam-6869	331	12	moatimid	moatimid	PROPN
ejpam-6869	331	13	.	.	PUNCT
ejpam-6869	331	14	maxwell	maxwell	PROPN
ejpam-6869	331	15	hybrid	hybrid	PROPN
ejpam-6869	331	16	nanofluid	nanofluid	PROPN
ejpam-6869	331	17	(	(	PUNCT
ejpam-6869	331	18	cual2o3	cual2o3	NOUN
ejpam-6869	331	19	/	/	SYM
ejpam-6869	331	20	water	water	NOUN
ejpam-6869	331	21	)	)	PUNCT
ejpam-6869	331	22	and	and	CCONJ
ejpam-6869	331	23	(	(	PUNCT
ejpam-6869	331	24	cuo	cuo	PROPN
ejpam-6869	331	25	-	-	PUNCT
ejpam-6869	331	26	ag	ag	PROPN
ejpam-6869	331	27	/	/	SYM
ejpam-6869	331	28	water	water	NOUN
ejpam-6869	331	29	)	)	PUNCT
ejpam-6869	331	30	near	near	ADP
ejpam-6869	331	31	a	a	DET
ejpam-6869	331	32	stagnation	stagnation	NOUN
ejpam-6869	331	33	point	point	NOUN
ejpam-6869	331	34	above	above	ADP
ejpam-6869	331	35	an	an	DET
ejpam-6869	331	36	extending	extend	VERB
ejpam-6869	331	37	sheet	sheet	NOUN
ejpam-6869	331	38	.	.	PUNCT
ejpam-6869	332	1	european	european	PROPN
ejpam-6869	332	2	journal	journal	PROPN
ejpam-6869	332	3	of	of	ADP
ejpam-6869	332	4	pure	pure	ADJ
ejpam-6869	332	5	and	and	CCONJ
ejpam-6869	332	6	applied	applied	ADJ
ejpam-6869	332	7	mathematics	mathematic	NOUN
ejpam-6869	332	8	,	,	PUNCT
ejpam-6869	332	9	18(1):5773–5773	18(1):5773–5773	NUM
ejpam-6869	332	10	,	,	PUNCT
ejpam-6869	332	11	2025	2025	NUM
ejpam-6869	332	12	.	.	PUNCT
ejpam-6869	333	1	[	[	X
ejpam-6869	333	2	20	20	NUM
ejpam-6869	333	3	]	]	PUNCT
ejpam-6869	333	4	a.	a.	NOUN
ejpam-6869	333	5	s.	s.	PROPN
ejpam-6869	333	6	omer	omer	PROPN
ejpam-6869	333	7	.	.	PUNCT
ejpam-6869	334	1	marangoni	marangoni	NOUN
ejpam-6869	334	2	convection	convection	NOUN
ejpam-6869	334	3	in	in	ADP
ejpam-6869	334	4	hybrid	hybrid	ADJ
ejpam-6869	334	5	nanofluid	nanofluid	NOUN
ejpam-6869	334	6	flow	flow	NOUN
ejpam-6869	334	7	over	over	ADP
ejpam-6869	334	8	a	a	DET
ejpam-6869	334	9	disk	disk	NOUN
ejpam-6869	334	10	.	.	PUNCT
ejpam-6869	335	1	european	european	ADJ
ejpam-6869	335	2	journal	journal	PROPN
ejpam-6869	335	3	of	of	ADP
ejpam-6869	335	4	pure	pure	ADJ
ejpam-6869	335	5	and	and	CCONJ
ejpam-6869	335	6	applied	applied	ADJ
ejpam-6869	335	7	mathematics	mathematic	NOUN
ejpam-6869	335	8	,	,	PUNCT
ejpam-6869	335	9	18(2):6206–6206	18(2):6206–6206	NUM
ejpam-6869	335	10	,	,	PUNCT
ejpam-6869	335	11	2025	2025	NUM
ejpam-6869	335	12	.	.	PUNCT
ejpam-6869	336	1	[	[	X
ejpam-6869	336	2	21	21	NUM
ejpam-6869	336	3	]	]	X
ejpam-6869	336	4	n.	n.	PROPN
ejpam-6869	336	5	biswas	biswas	PROPN
ejpam-6869	336	6	,	,	PUNCT
ejpam-6869	336	7	d.	d.	PROPN
ejpam-6869	336	8	k.	k.	PROPN
ejpam-6869	336	9	mandal	mandal	PROPN
ejpam-6869	336	10	,	,	PUNCT
ejpam-6869	336	11	n.	n.	PROPN
ejpam-6869	336	12	k.	k.	PROPN
ejpam-6869	336	13	manna	manna	PROPN
ejpam-6869	336	14	,	,	PUNCT
ejpam-6869	336	15	r.	r.	PROPN
ejpam-6869	336	16	s.	s.	PROPN
ejpam-6869	336	17	r.	r.	PROPN
ejpam-6869	336	18	gorla	gorla	PROPN
ejpam-6869	336	19	,	,	PUNCT
ejpam-6869	336	20	and	and	CCONJ
ejpam-6869	336	21	a.	a.	PROPN
ejpam-6869	336	22	j.	j.	PROPN
ejpam-6869	336	23	chamkha	chamkha	PROPN
ejpam-6869	336	24	.	.	PUNCT
ejpam-6869	337	1	magnetohydrodynamic	magnetohydrodynamic	ADJ
ejpam-6869	337	2	thermal	thermal	ADJ
ejpam-6869	337	3	characteristics	characteristic	NOUN
ejpam-6869	337	4	of	of	ADP
ejpam-6869	337	5	water	water	NOUN
ejpam-6869	337	6	-	-	PUNCT
ejpam-6869	337	7	based	base	VERB
ejpam-6869	337	8	hybrid	hybrid	ADJ
ejpam-6869	337	9	nanofluid	nanofluid	NOUN
ejpam-6869	337	10	-	-	PUNCT
ejpam-6869	337	11	filled	fill	VERB
ejpam-6869	337	12	non	non	ADJ
ejpam-6869	337	13	-	-	ADJ
ejpam-6869	337	14	darcian	darcian	ADJ
ejpam-6869	337	15	porous	porous	ADJ
ejpam-6869	337	16	wavy	wavy	NOUN
ejpam-6869	337	17	enclosure	enclosure	NOUN
ejpam-6869	337	18	:	:	PUNCT
ejpam-6869	337	19	effect	effect	NOUN
ejpam-6869	337	20	of	of	ADP
ejpam-6869	337	21	undulation	undulation	NOUN
ejpam-6869	337	22	.	.	PUNCT
ejpam-6869	338	1	international	international	ADJ
ejpam-6869	338	2	journal	journal	PROPN
ejpam-6869	338	3	of	of	ADP
ejpam-6869	338	4	numerical	numerical	ADJ
ejpam-6869	338	5	methods	method	NOUN
ejpam-6869	338	6	for	for	ADP
ejpam-6869	338	7	heat	heat	NOUN
ejpam-6869	338	8	&	&	CCONJ
ejpam-6869	338	9	fluid	fluid	ADJ
ejpam-6869	338	10	flow	flow	NOUN
ejpam-6869	338	11	,	,	PUNCT
ejpam-6869	338	12	32(5):1742–1777	32(5):1742–1777	NUM
ejpam-6869	338	13	,	,	PUNCT
ejpam-6869	338	14	2022	2022	NUM
ejpam-6869	338	15	.	.	PUNCT
ejpam-6869	339	1	[	[	X
ejpam-6869	339	2	22	22	NUM
ejpam-6869	339	3	]	]	PUNCT
ejpam-6869	339	4	s.	s.	PROPN
ejpam-6869	339	5	munir	munir	PROPN
ejpam-6869	339	6	and	and	CCONJ
ejpam-6869	339	7	y.	y.	PROPN
ejpam-6869	339	8	u.	u.	PROPN
ejpam-6869	339	9	u.	u.	PROPN
ejpam-6869	339	10	b.	b.	PROPN
ejpam-6869	339	11	turabi	turabi	PROPN
ejpam-6869	339	12	.	.	PUNCT
ejpam-6869	340	1	impact	impact	NOUN
ejpam-6869	340	2	of	of	ADP
ejpam-6869	340	3	heated	heated	ADJ
ejpam-6869	340	4	wavy	wavy	ADJ
ejpam-6869	340	5	wall	wall	NOUN
ejpam-6869	340	6	and	and	CCONJ
ejpam-6869	340	7	hybrid	hybrid	ADJ
ejpam-6869	340	8	nanofluid	nanofluid	NOUN
ejpam-6869	340	9	on	on	ADP
ejpam-6869	340	10	natural	natural	ADJ
ejpam-6869	340	11	convection	convection	NOUN
ejpam-6869	340	12	in	in	ADP
ejpam-6869	340	13	a	a	DET
ejpam-6869	340	14	triangular	triangular	NOUN
ejpam-6869	340	15	enclosure	enclosure	NOUN
ejpam-6869	340	16	with	with	ADP
ejpam-6869	340	17	embedded	embed	VERB
ejpam-6869	340	18	cold	cold	ADJ
ejpam-6869	340	19	cylinder	cylinder	NOUN
ejpam-6869	340	20	under	under	ADP
ejpam-6869	340	21	inclined	inclined	ADJ
ejpam-6869	340	22	magnetic	magnetic	ADJ
ejpam-6869	340	23	field	field	NOUN
ejpam-6869	340	24	.	.	PUNCT
ejpam-6869	341	1	arabian	arabian	ADJ
ejpam-6869	341	2	journal	journal	PROPN
ejpam-6869	341	3	for	for	ADP
ejpam-6869	341	4	science	science	NOUN
ejpam-6869	341	5	and	and	CCONJ
ejpam-6869	341	6	engineering	engineering	NOUN
ejpam-6869	341	7	,	,	PUNCT
ejpam-6869	341	8	50(6):4007	50(6):4007	NUM
ejpam-6869	341	9	–	–	PUNCT
ejpam-6869	341	10	4020	4020	NUM
ejpam-6869	341	11	,	,	PUNCT
ejpam-6869	341	12	2025	2025	NUM
ejpam-6869	341	13	.	.	PUNCT
ejpam-6869	342	1	[	[	X
ejpam-6869	342	2	23	23	NUM
ejpam-6869	342	3	]	]	PUNCT
ejpam-6869	342	4	k.	k.	PROPN
ejpam-6869	342	5	hosseinzadeh	hosseinzadeh	PROPN
ejpam-6869	342	6	,	,	PUNCT
ejpam-6869	342	7	m.	m.	PROPN
ejpam-6869	342	8	e.	e.	PROPN
ejpam-6869	342	9	moghaddam	moghaddam	PROPN
ejpam-6869	342	10	,	,	PUNCT
ejpam-6869	342	11	s.	s.	PROPN
ejpam-6869	342	12	nateghi	nateghi	PROPN
ejpam-6869	342	13	,	,	PUNCT
ejpam-6869	342	14	m.	m.	PROPN
ejpam-6869	342	15	b.	b.	PROPN
ejpam-6869	342	16	shafii	shafii	PROPN
ejpam-6869	342	17	,	,	PUNCT
ejpam-6869	342	18	and	and	CCONJ
ejpam-6869	342	19	d.	d.	PROPN
ejpam-6869	342	20	d.	d.	PROPN
ejpam-6869	342	21	ganji	ganji	PROPN
ejpam-6869	342	22	.	.	PUNCT
ejpam-6869	343	1	radiation	radiation	NOUN
ejpam-6869	343	2	and	and	CCONJ
ejpam-6869	343	3	convection	convection	NOUN
ejpam-6869	343	4	heat	heat	NOUN
ejpam-6869	343	5	transfer	transfer	NOUN
ejpam-6869	343	6	optimization	optimization	NOUN
ejpam-6869	343	7	with	with	ADP
ejpam-6869	343	8	mhd	mhd	NOUN
ejpam-6869	343	9	analysis	analysis	NOUN
ejpam-6869	343	10	of	of	ADP
ejpam-6869	343	11	a	a	DET
ejpam-6869	343	12	hybrid	hybrid	ADJ
ejpam-6869	343	13	nanofluid	nanofluid	NOUN
ejpam-6869	343	14	within	within	ADP
ejpam-6869	343	15	a	a	DET
ejpam-6869	343	16	wavy	wavy	ADJ
ejpam-6869	343	17	porous	porous	ADJ
ejpam-6869	343	18	enclosure	enclosure	NOUN
ejpam-6869	343	19	.	.	PUNCT
ejpam-6869	344	1	journal	journal	PROPN
ejpam-6869	344	2	of	of	ADP
ejpam-6869	344	3	magnetism	magnetism	NOUN
ejpam-6869	344	4	and	and	CCONJ
ejpam-6869	344	5	magnetic	magnetic	ADJ
ejpam-6869	344	6	materials	material	NOUN
ejpam-6869	344	7	,	,	PUNCT
ejpam-6869	344	8	566:170328	566:170328	NUM
ejpam-6869	344	9	,	,	PUNCT
ejpam-6869	344	10	2023	2023	NUM
ejpam-6869	344	11	.	.	PUNCT
ejpam-6869	345	1	[	[	X
ejpam-6869	345	2	24	24	NUM
ejpam-6869	345	3	]	]	X
ejpam-6869	345	4	r.	r.	PROPN
ejpam-6869	345	5	p.	p.	PROPN
ejpam-6869	345	6	sharma	sharma	PROPN
ejpam-6869	345	7	,	,	PUNCT
ejpam-6869	345	8	b.	b.	PROPN
ejpam-6869	345	9	k.	k.	PROPN
ejpam-6869	345	10	barik	barik	PROPN
ejpam-6869	345	11	,	,	PUNCT
ejpam-6869	345	12	v.	v.	PROPN
ejpam-6869	345	13	v.	v.	CCONJ
ejpam-6869	345	14	kumar	kumar	PROPN
ejpam-6869	345	15	,	,	PUNCT
ejpam-6869	345	16	and	and	CCONJ
ejpam-6869	345	17	a.	a.	NOUN
ejpam-6869	345	18	sharma	sharma	PROPN
ejpam-6869	345	19	.	.	PUNCT
ejpam-6869	346	1	illustration	illustration	NOUN
ejpam-6869	346	2	of	of	ADP
ejpam-6869	346	3	low	low	ADJ
ejpam-6869	346	4	oscillating	oscillate	VERB
ejpam-6869	346	5	magnetic	magnetic	ADJ
ejpam-6869	346	6	field	field	NOUN
ejpam-6869	346	7	on	on	ADP
ejpam-6869	346	8	sodium	sodium	NOUN
ejpam-6869	346	9	alginate	alginate	NOUN
ejpam-6869	346	10	-	-	PUNCT
ejpam-6869	346	11	based	base	VERB
ejpam-6869	346	12	hybrid	hybrid	ADJ
ejpam-6869	346	13	nanofluid	nanofluid	ADJ
ejpam-6869	346	14	flow	flow	NOUN
ejpam-6869	346	15	between	between	ADP
ejpam-6869	346	16	two	two	NUM
ejpam-6869	346	17	revolving	revolve	VERB
ejpam-6869	346	18	disks	disk	NOUN
ejpam-6869	346	19	:	:	PUNCT
ejpam-6869	346	20	an	an	DET
ejpam-6869	346	21	artificial	artificial	ADJ
ejpam-6869	346	22	neural	neural	ADJ
ejpam-6869	346	23	network	network	NOUN
ejpam-6869	346	24	-	-	PUNCT
ejpam-6869	346	25	based	base	VERB
ejpam-6869	346	26	study	study	NOUN
ejpam-6869	346	27	.	.	PUNCT
ejpam-6869	347	1	engineering	engineering	NOUN
ejpam-6869	347	2	applications	application	NOUN
ejpam-6869	347	3	of	of	ADP
ejpam-6869	347	4	artificial	artificial	ADJ
ejpam-6869	347	5	intelligence	intelligence	NOUN
ejpam-6869	347	6	,	,	PUNCT
ejpam-6869	347	7	155:111101	155:111101	NUM
ejpam-6869	347	8	,	,	PUNCT
ejpam-6869	347	9	2025	2025	NUM
ejpam-6869	347	10	.	.	PUNCT
ejpam-6869	348	1	[	[	X
ejpam-6869	348	2	25	25	NUM
ejpam-6869	348	3	]	]	PUNCT
ejpam-6869	348	4	a.	a.	NOUN
ejpam-6869	348	5	sharma	sharma	PROPN
ejpam-6869	348	6	and	and	CCONJ
ejpam-6869	348	7	r.	r.	PROPN
ejpam-6869	348	8	p.	p.	PROPN
ejpam-6869	348	9	sharma	sharma	PROPN
ejpam-6869	348	10	.	.	PUNCT
ejpam-6869	349	1	utilizing	utilize	VERB
ejpam-6869	349	2	neural	neural	ADJ
ejpam-6869	349	3	networks	network	NOUN
ejpam-6869	349	4	to	to	PART
ejpam-6869	349	5	illustrate	illustrate	VERB
ejpam-6869	349	6	the	the	DET
ejpam-6869	349	7	dynamics	dynamic	NOUN
ejpam-6869	349	8	of	of	ADP
ejpam-6869	349	9	viscous	viscous	ADJ
ejpam-6869	349	10	fluid	fluid	NOUN
ejpam-6869	349	11	flow	flow	NOUN
ejpam-6869	349	12	over	over	ADP
ejpam-6869	349	13	curved	curved	ADJ
ejpam-6869	349	14	surface	surface	NOUN
ejpam-6869	349	15	with	with	ADP
ejpam-6869	349	16	homogeneous	homogeneous	ADJ
ejpam-6869	349	17	and	and	CCONJ
ejpam-6869	349	18	heterogeneous	heterogeneous	ADJ
ejpam-6869	349	19	reactions	reaction	NOUN
ejpam-6869	349	20	.	.	PUNCT
ejpam-6869	350	1	engineering	engineering	NOUN
ejpam-6869	350	2	applications	application	NOUN
ejpam-6869	350	3	of	of	ADP
ejpam-6869	350	4	artificial	artificial	ADJ
ejpam-6869	350	5	intelligence	intelligence	NOUN
ejpam-6869	350	6	,	,	PUNCT
ejpam-6869	350	7	159:111629	159:111629	NUM
ejpam-6869	350	8	,	,	PUNCT
ejpam-6869	350	9	2025	2025	NUM
ejpam-6869	350	10	.	.	PUNCT
ejpam-6869	351	1	[	[	X
ejpam-6869	351	2	26	26	NUM
ejpam-6869	351	3	]	]	X
ejpam-6869	351	4	s.	s.	PROPN
ejpam-6869	351	5	praharaj	praharaj	VERB
ejpam-6869	351	6	and	and	CCONJ
ejpam-6869	351	7	r.	r.	PROPN
ejpam-6869	351	8	p.	p.	PROPN
ejpam-6869	351	9	sharma	sharma	PROPN
ejpam-6869	351	10	.	.	PUNCT
ejpam-6869	352	1	optimization	optimization	NOUN
ejpam-6869	352	2	of	of	ADP
ejpam-6869	352	3	heat	heat	NOUN
ejpam-6869	352	4	transfer	transfer	NOUN
ejpam-6869	352	5	characteristics	characteristic	NOUN
ejpam-6869	352	6	in	in	ADP
ejpam-6869	352	7	williamson	williamson	PROPN
ejpam-6869	352	8	fluid	fluid	NOUN
ejpam-6869	352	9	flow	flow	NOUN
ejpam-6869	352	10	over	over	ADP
ejpam-6869	352	11	a	a	DET
ejpam-6869	352	12	permeable	permeable	ADJ
ejpam-6869	352	13	riga	riga	ADJ
ejpam-6869	352	14	surface	surface	NOUN
ejpam-6869	352	15	for	for	ADP
ejpam-6869	352	16	advanced	advanced	ADJ
ejpam-6869	352	17	engineering	engineering	NOUN
ejpam-6869	352	18	applications	application	NOUN
ejpam-6869	352	19	.	.	PUNCT
ejpam-6869	353	1	multiscale	multiscale	ADJ
ejpam-6869	353	2	and	and	CCONJ
ejpam-6869	353	3	multidisciplinary	multidisciplinary	ADJ
ejpam-6869	353	4	modeling	modeling	NOUN
ejpam-6869	353	5	,	,	PUNCT
ejpam-6869	353	6	experiments	experiment	NOUN
ejpam-6869	353	7	and	and	CCONJ
ejpam-6869	353	8	design	design	NOUN
ejpam-6869	353	9	,	,	PUNCT
ejpam-6869	353	10	8(7):324	8(7):324	NUM
ejpam-6869	353	11	,	,	PUNCT
ejpam-6869	353	12	2024	2024	NUM
ejpam-6869	353	13	.	.	PUNCT
ejpam-6869	354	1	[	[	X
ejpam-6869	354	2	27	27	NUM
ejpam-6869	354	3	]	]	X
ejpam-6869	354	4	v.	v.	PROPN
ejpam-6869	354	5	v.	v.	CCONJ
ejpam-6869	354	6	kumar	kumar	PROPN
ejpam-6869	354	7	and	and	CCONJ
ejpam-6869	354	8	r.	r.	PROPN
ejpam-6869	354	9	p.	p.	PROPN
ejpam-6869	354	10	sharma	sharma	PROPN
ejpam-6869	354	11	.	.	PUNCT
ejpam-6869	355	1	entropy	entropy	PROPN
ejpam-6869	355	2	generation	generation	NOUN
ejpam-6869	355	3	minimization	minimization	NOUN
ejpam-6869	355	4	in	in	ADP
ejpam-6869	355	5	nuclear	nuclear	ADJ
ejpam-6869	355	6	reactor	reactor	NOUN
ejpam-6869	355	7	cooling	cool	VERB
ejpam-6869	355	8	via	via	ADP
ejpam-6869	355	9	rough	rough	ADJ
ejpam-6869	355	10	rotating	rotate	VERB
ejpam-6869	355	11	disk	disk	NOUN
ejpam-6869	355	12	:	:	PUNCT
ejpam-6869	355	13	a	a	DET
ejpam-6869	355	14	statistical	statistical	ADJ
ejpam-6869	355	15	approach	approach	NOUN
ejpam-6869	355	16	.	.	PUNCT
ejpam-6869	356	1	multiscale	multiscale	ADJ
ejpam-6869	356	2	and	and	CCONJ
ejpam-6869	356	3	multidisciplinary	multidisciplinary	ADJ
ejpam-6869	356	4	modeling	modeling	NOUN
ejpam-6869	356	5	,	,	PUNCT
ejpam-6869	356	6	experiments	experiment	NOUN
ejpam-6869	356	7	and	and	CCONJ
ejpam-6869	356	8	design	design	NOUN
ejpam-6869	356	9	,	,	PUNCT
ejpam-6869	356	10	8(5):245	8(5):245	NUM
ejpam-6869	356	11	,	,	PUNCT
ejpam-6869	356	12	2025	2025	NUM
ejpam-6869	356	13	.	.	PUNCT
ejpam-6869	357	1	[	[	X
ejpam-6869	357	2	28	28	NUM
ejpam-6869	357	3	]	]	X
ejpam-6869	357	4	s.	s.	PROPN
ejpam-6869	357	5	shukla	shukla	PROPN
ejpam-6869	357	6	,	,	PUNCT
ejpam-6869	357	7	r.	r.	PROPN
ejpam-6869	357	8	p.	p.	PROPN
ejpam-6869	357	9	sharma	sharma	PROPN
ejpam-6869	357	10	,	,	PUNCT
ejpam-6869	357	11	r.	r.	PROPN
ejpam-6869	357	12	j.	j.	PROPN
ejpam-6869	357	13	punith	punith	PROPN
ejpam-6869	357	14	gowda	gowda	PROPN
ejpam-6869	357	15	,	,	PUNCT
ejpam-6869	357	16	and	and	CCONJ
ejpam-6869	357	17	b.	b.	PROPN
ejpam-6869	357	18	c.	c.	PROPN
ejpam-6869	357	19	prasannakumara	prasannakumara	PROPN
ejpam-6869	357	20	.	.	PUNCT
ejpam-6869	358	1	elastic	elastic	ADJ
ejpam-6869	358	2	deformation	deformation	NOUN
ejpam-6869	358	3	effect	effect	NOUN
ejpam-6869	358	4	on	on	ADP
ejpam-6869	358	5	carboxymethyl	carboxymethyl	NOUN
ejpam-6869	358	6	cellulose	cellulose	NOUN
ejpam-6869	358	7	water	water	NOUN
ejpam-6869	358	8	-	-	PUNCT
ejpam-6869	358	9	based	base	VERB
ejpam-6869	358	10	(	(	PUNCT
ejpam-6869	358	11	tio2	tio2	NOUN
ejpam-6869	358	12	-	-	PUNCT
ejpam-6869	358	13	ti6al4v	ti6al4v	NOUN
ejpam-6869	358	14	)	)	PUNCT
ejpam-6869	358	15	hybrid	hybrid	ADJ
ejpam-6869	358	16	nanoliquid	nanoliquid	NOUN
ejpam-6869	358	17	over	over	ADP
ejpam-6869	358	18	a	a	DET
ejpam-6869	358	19	stretching	stretch	VERB
ejpam-6869	358	20	sheet	sheet	NOUN
ejpam-6869	358	21	with	with	ADP
ejpam-6869	358	22	an	an	DET
ejpam-6869	358	23	induced	induced	ADJ
ejpam-6869	358	24	magnetic	magnetic	ADJ
ejpam-6869	358	25	field	field	NOUN
ejpam-6869	358	26	.	.	PUNCT
ejpam-6869	359	1	numerical	numerical	ADJ
ejpam-6869	359	2	heat	heat	NOUN
ejpam-6869	359	3	transfer	transfer	NOUN
ejpam-6869	359	4	,	,	PUNCT
ejpam-6869	359	5	part	part	NOUN
ejpam-6869	359	6	a	a	DET
ejpam-6869	359	7	:	:	PUNCT
ejpam-6869	359	8	applications	application	NOUN
ejpam-6869	359	9	,	,	PUNCT
ejpam-6869	359	10	84(11):1401–1415	84(11):1401–1415	NUM
ejpam-6869	359	11	,	,	PUNCT
ejpam-6869	359	12	2023	2023	NUM
ejpam-6869	359	13	.	.	PUNCT
ejpam-6869	360	1	[	[	X
ejpam-6869	360	2	29	29	NUM
ejpam-6869	360	3	]	]	X
ejpam-6869	360	4	r.	r.	PROPN
ejpam-6869	360	5	p.	p.	PROPN
ejpam-6869	360	6	sharma	sharma	PROPN
ejpam-6869	360	7	and	and	CCONJ
ejpam-6869	360	8	s.	s.	PROPN
ejpam-6869	360	9	r.	r.	PROPN
ejpam-6869	360	10	mishra	mishra	PROPN
ejpam-6869	360	11	.	.	PROPN
ejpam-6869	360	12	effect	effect	NOUN
ejpam-6869	360	13	of	of	ADP
ejpam-6869	360	14	higher	high	ADJ
ejpam-6869	360	15	order	order	NOUN
ejpam-6869	360	16	chemical	chemical	NOUN
ejpam-6869	360	17	reaction	reaction	NOUN
ejpam-6869	360	18	on	on	ADP
ejpam-6869	360	19	magk	magk	PROPN
ejpam-6869	360	20	.	.	PUNCT
ejpam-6869	361	1	al	al	PROPN
ejpam-6869	361	2	kalbani	kalbani	PROPN
ejpam-6869	361	3	et	et	PROPN
ejpam-6869	361	4	al	al	PROPN
ejpam-6869	361	5	.	.	PUNCT
ejpam-6869	361	6	/	/	SYM
ejpam-6869	361	7	eur	eur	PROPN
ejpam-6869	361	8	.	.	PUNCT
ejpam-6869	362	1	j.	j.	PROPN
ejpam-6869	362	2	pure	pure	PROPN
ejpam-6869	362	3	appl	appl	PROPN
ejpam-6869	362	4	.	.	PROPN
ejpam-6869	362	5	math	math	PROPN
ejpam-6869	362	6	,	,	PUNCT
ejpam-6869	362	7	18	18	NUM
ejpam-6869	362	8	(	(	PUNCT
ejpam-6869	362	9	4	4	NUM
ejpam-6869	362	10	)	)	PUNCT
ejpam-6869	362	11	(	(	PUNCT
ejpam-6869	362	12	2025	2025	NUM
ejpam-6869	362	13	)	)	PUNCT
ejpam-6869	362	14	,	,	PUNCT
ejpam-6869	362	15	6869	6869	NUM
ejpam-6869	362	16	19	19	NUM
ejpam-6869	362	17	of	of	ADP
ejpam-6869	362	18	20	20	NUM
ejpam-6869	362	19	netohydrodynamic	netohydrodynamic	ADJ
ejpam-6869	362	20	micropolar	micropolar	ADJ
ejpam-6869	362	21	fluid	fluid	NOUN
ejpam-6869	362	22	flow	flow	NOUN
ejpam-6869	362	23	with	with	ADP
ejpam-6869	362	24	internal	internal	ADJ
ejpam-6869	362	25	heat	heat	NOUN
ejpam-6869	362	26	source	source	NOUN
ejpam-6869	362	27	.	.	PUNCT
ejpam-6869	363	1	international	international	ADJ
ejpam-6869	363	2	journal	journal	PROPN
ejpam-6869	363	3	of	of	ADP
ejpam-6869	363	4	fluid	fluid	ADJ
ejpam-6869	363	5	mechanics	mechanic	NOUN
ejpam-6869	363	6	research	research	NOUN
ejpam-6869	363	7	,	,	PUNCT
ejpam-6869	363	8	47(2	47(2	PROPN
ejpam-6869	363	9	)	)	PUNCT
ejpam-6869	363	10	,	,	PUNCT
ejpam-6869	363	11	2020	2020	NUM
ejpam-6869	363	12	.	.	PUNCT
ejpam-6869	364	1	[	[	X
ejpam-6869	364	2	30	30	NUM
ejpam-6869	364	3	]	]	X
ejpam-6869	364	4	h.	h.	PROPN
ejpam-6869	364	5	f.	f.	PROPN
ejpam-6869	364	6	oztop	oztop	PROPN
ejpam-6869	364	7	and	and	CCONJ
ejpam-6869	364	8	e.	e.	PROPN
ejpam-6869	364	9	abu	abu	PROPN
ejpam-6869	364	10	-	-	PUNCT
ejpam-6869	364	11	nada	nada	PROPN
ejpam-6869	364	12	.	.	PROPN
ejpam-6869	364	13	numerical	numerical	PROPN
ejpam-6869	364	14	study	study	PROPN
ejpam-6869	364	15	of	of	ADP
ejpam-6869	364	16	natural	natural	ADJ
ejpam-6869	364	17	convection	convection	NOUN
ejpam-6869	364	18	in	in	ADP
ejpam-6869	364	19	partially	partially	ADV
ejpam-6869	364	20	heated	heat	VERB
ejpam-6869	364	21	rectangular	rectangular	ADJ
ejpam-6869	364	22	enclosures	enclosure	NOUN
ejpam-6869	364	23	filled	fill	VERB
ejpam-6869	364	24	with	with	ADP
ejpam-6869	364	25	nanofluids	nanofluid	NOUN
ejpam-6869	364	26	.	.	PUNCT
ejpam-6869	365	1	international	international	ADJ
ejpam-6869	365	2	journal	journal	PROPN
ejpam-6869	365	3	of	of	ADP
ejpam-6869	365	4	heat	heat	NOUN
ejpam-6869	365	5	and	and	CCONJ
ejpam-6869	365	6	fluid	fluid	ADJ
ejpam-6869	365	7	flow	flow	NOUN
ejpam-6869	365	8	,	,	PUNCT
ejpam-6869	365	9	29(5):1326–1336	29(5):1326–1336	NOUN
ejpam-6869	365	10	,	,	PUNCT
ejpam-6869	365	11	2008	2008	NUM
ejpam-6869	365	12	.	.	PUNCT
ejpam-6869	366	1	[	[	X
ejpam-6869	366	2	31	31	NUM
ejpam-6869	366	3	]	]	PUNCT
ejpam-6869	366	4	s.	s.	PROPN
ejpam-6869	366	5	m.	m.	PROPN
ejpam-6869	366	6	peyghambarzadeh	peyghambarzadeh	PROPN
ejpam-6869	366	7	,	,	PUNCT
ejpam-6869	366	8	s.	s.	PROPN
ejpam-6869	366	9	h.	h.	PROPN
ejpam-6869	366	10	hashemabadi	hashemabadi	PROPN
ejpam-6869	366	11	,	,	PUNCT
ejpam-6869	366	12	s.	s.	PROPN
ejpam-6869	366	13	m.	m.	PROPN
ejpam-6869	366	14	hoseini	hoseini	PROPN
ejpam-6869	366	15	,	,	PUNCT
ejpam-6869	366	16	and	and	CCONJ
ejpam-6869	366	17	m.	m.	PROPN
ejpam-6869	366	18	s.	s.	PROPN
ejpam-6869	366	19	jamnani	jamnani	PROPN
ejpam-6869	366	20	.	.	PUNCT
ejpam-6869	367	1	experimental	experimental	ADJ
ejpam-6869	367	2	study	study	NOUN
ejpam-6869	367	3	of	of	ADP
ejpam-6869	367	4	heat	heat	NOUN
ejpam-6869	367	5	transfer	transfer	NOUN
ejpam-6869	367	6	enhancement	enhancement	NOUN
ejpam-6869	367	7	using	use	VERB
ejpam-6869	367	8	water	water	NOUN
ejpam-6869	367	9	/	/	SYM
ejpam-6869	367	10	ethylene	ethylene	NOUN
ejpam-6869	367	11	glycol	glycol	NOUN
ejpam-6869	367	12	-	-	PUNCT
ejpam-6869	367	13	based	base	VERB
ejpam-6869	367	14	nanofluids	nanofluid	NOUN
ejpam-6869	367	15	as	as	ADP
ejpam-6869	367	16	a	a	DET
ejpam-6869	367	17	new	new	ADJ
ejpam-6869	367	18	coolant	coolant	NOUN
ejpam-6869	367	19	for	for	ADP
ejpam-6869	367	20	car	car	NOUN
ejpam-6869	367	21	radiators	radiator	NOUN
ejpam-6869	367	22	.	.	PUNCT
ejpam-6869	368	1	international	international	ADJ
ejpam-6869	368	2	communications	communication	NOUN
ejpam-6869	368	3	in	in	ADP
ejpam-6869	368	4	heat	heat	NOUN
ejpam-6869	368	5	and	and	CCONJ
ejpam-6869	368	6	mass	mass	NOUN
ejpam-6869	368	7	transfer	transfer	NOUN
ejpam-6869	368	8	,	,	PUNCT
ejpam-6869	368	9	38(9):1283–1290	38(9):1283–1290	NUM
ejpam-6869	368	10	,	,	PUNCT
ejpam-6869	368	11	2011	2011	NUM
ejpam-6869	368	12	.	.	PUNCT
ejpam-6869	369	1	[	[	X
ejpam-6869	369	2	32	32	NUM
ejpam-6869	369	3	]	]	PUNCT
ejpam-6869	369	4	m.	m.	NOUN
ejpam-6869	369	5	h.	h.	PROPN
ejpam-6869	369	6	bargal	bargal	PROPN
ejpam-6869	369	7	,	,	PUNCT
ejpam-6869	369	8	a.	a.	PROPN
ejpam-6869	369	9	n.	n.	PROPN
ejpam-6869	369	10	allam	allam	PROPN
ejpam-6869	369	11	,	,	PUNCT
ejpam-6869	369	12	m.	m.	PROPN
ejpam-6869	369	13	e.	e.	PROPN
ejpam-6869	369	14	zayed	zayed	PROPN
ejpam-6869	369	15	,	,	PUNCT
ejpam-6869	369	16	y.	y.	PROPN
ejpam-6869	369	17	wang	wang	PROPN
ejpam-6869	369	18	,	,	PUNCT
ejpam-6869	369	19	and	and	CCONJ
ejpam-6869	369	20	l.	l.	PROPN
ejpam-6869	369	21	m.	m.	PROPN
ejpam-6869	369	22	alhems	alhem	NOUN
ejpam-6869	369	23	.	.	PUNCT
ejpam-6869	370	1	comprehensive	comprehensive	ADJ
ejpam-6869	370	2	parametric	parametric	ADJ
ejpam-6869	370	3	study	study	NOUN
ejpam-6869	370	4	and	and	CCONJ
ejpam-6869	370	5	sensitivity	sensitivity	NOUN
ejpam-6869	370	6	analysis	analysis	NOUN
ejpam-6869	370	7	of	of	ADP
ejpam-6869	370	8	automotive	automotive	ADJ
ejpam-6869	370	9	radiators	radiator	NOUN
ejpam-6869	370	10	using	use	VERB
ejpam-6869	370	11	different	different	ADJ
ejpam-6869	370	12	water	water	NOUN
ejpam-6869	370	13	/	/	SYM
ejpam-6869	370	14	ethylene	ethylene	NOUN
ejpam-6869	370	15	glycol	glycol	NOUN
ejpam-6869	370	16	mixtures	mixture	NOUN
ejpam-6869	370	17	:	:	PUNCT
ejpam-6869	370	18	toward	toward	ADP
ejpam-6869	370	19	thermo	thermo	NOUN
ejpam-6869	370	20	-	-	PUNCT
ejpam-6869	370	21	hydraulic	hydraulic	NOUN
ejpam-6869	370	22	performance	performance	NOUN
ejpam-6869	370	23	and	and	CCONJ
ejpam-6869	370	24	heat	heat	NOUN
ejpam-6869	370	25	transfer	transfer	NOUN
ejpam-6869	370	26	characteristics	characteristic	NOUN
ejpam-6869	370	27	optimization	optimization	NOUN
ejpam-6869	370	28	.	.	PUNCT
ejpam-6869	371	1	heat	heat	NOUN
ejpam-6869	371	2	transfer	transfer	NOUN
ejpam-6869	371	3	,	,	PUNCT
ejpam-6869	371	4	54(1):244–270	54(1):244–270	NUM
ejpam-6869	371	5	,	,	PUNCT
ejpam-6869	371	6	2025	2025	NUM
ejpam-6869	371	7	.	.	PUNCT
ejpam-6869	372	1	[	[	X
ejpam-6869	372	2	33	33	NUM
ejpam-6869	372	3	]	]	PUNCT
ejpam-6869	372	4	f.	f.	PROPN
ejpam-6869	372	5	h.	h.	PROPN
ejpam-6869	372	6	lai	lai	PROPN
ejpam-6869	372	7	and	and	CCONJ
ejpam-6869	372	8	y.	y.	PROPN
ejpam-6869	372	9	t.	t.	PROPN
ejpam-6869	372	10	yang	yang	PROPN
ejpam-6869	372	11	.	.	PROPN
ejpam-6869	373	1	lattice	lattice	PROPN
ejpam-6869	373	2	boltzmann	boltzmann	PROPN
ejpam-6869	373	3	simulation	simulation	PROPN
ejpam-6869	373	4	of	of	ADP
ejpam-6869	373	5	natural	natural	ADJ
ejpam-6869	373	6	convection	convection	NOUN
ejpam-6869	373	7	heat	heat	NOUN
ejpam-6869	373	8	transfer	transfer	NOUN
ejpam-6869	373	9	of	of	ADP
ejpam-6869	373	10	al2o3	al2o3	NOUN
ejpam-6869	373	11	/	/	SYM
ejpam-6869	373	12	water	water	NOUN
ejpam-6869	373	13	nanofluids	nanofluid	NOUN
ejpam-6869	373	14	in	in	ADP
ejpam-6869	373	15	a	a	DET
ejpam-6869	373	16	square	square	ADJ
ejpam-6869	373	17	enclosure	enclosure	NOUN
ejpam-6869	373	18	.	.	PUNCT
ejpam-6869	374	1	international	international	ADJ
ejpam-6869	374	2	journal	journal	PROPN
ejpam-6869	374	3	of	of	ADP
ejpam-6869	374	4	thermal	thermal	ADJ
ejpam-6869	374	5	sciences	science	NOUN
ejpam-6869	374	6	,	,	PUNCT
ejpam-6869	374	7	50(10):1930–1941	50(10):1930–1941	NUM
ejpam-6869	374	8	,	,	PUNCT
ejpam-6869	374	9	2011	2011	NUM
ejpam-6869	374	10	.	.	PUNCT
ejpam-6869	375	1	[	[	X
ejpam-6869	375	2	34	34	NUM
ejpam-6869	375	3	]	]	PUNCT
ejpam-6869	375	4	r.	r.	PROPN
ejpam-6869	375	5	nasrin	nasrin	PROPN
ejpam-6869	375	6	and	and	CCONJ
ejpam-6869	375	7	m.	m.	PROPN
ejpam-6869	375	8	a.	a.	NOUN
ejpam-6869	375	9	alim	alim	PROPN
ejpam-6869	375	10	.	.	PUNCT
ejpam-6869	376	1	free	free	ADJ
ejpam-6869	376	2	convective	convective	ADJ
ejpam-6869	376	3	flow	flow	NOUN
ejpam-6869	376	4	of	of	ADP
ejpam-6869	376	5	nanofluid	nanofluid	NOUN
ejpam-6869	376	6	having	have	VERB
ejpam-6869	376	7	two	two	NUM
ejpam-6869	376	8	nanoparticles	nanoparticle	NOUN
ejpam-6869	376	9	inside	inside	ADP
ejpam-6869	376	10	a	a	DET
ejpam-6869	376	11	complicated	complicated	ADJ
ejpam-6869	376	12	cavity	cavity	NOUN
ejpam-6869	376	13	.	.	PUNCT
ejpam-6869	377	1	international	international	ADJ
ejpam-6869	377	2	journal	journal	PROPN
ejpam-6869	377	3	of	of	ADP
ejpam-6869	377	4	heat	heat	NOUN
ejpam-6869	377	5	and	and	CCONJ
ejpam-6869	377	6	mass	mass	NOUN
ejpam-6869	377	7	transfer	transfer	NOUN
ejpam-6869	377	8	,	,	PUNCT
ejpam-6869	377	9	63:191–198	63:191–198	PROPN
ejpam-6869	377	10	,	,	PUNCT
ejpam-6869	377	11	2013	2013	NUM
ejpam-6869	377	12	.	.	PUNCT
ejpam-6869	378	1	[	[	X
ejpam-6869	378	2	35	35	NUM
ejpam-6869	378	3	]	]	X
ejpam-6869	378	4	b.	b.	PROPN
ejpam-6869	378	5	ghasemi	ghasemi	PROPN
ejpam-6869	378	6	,	,	PUNCT
ejpam-6869	378	7	s.	s.	PROPN
ejpam-6869	378	8	m.	m.	PROPN
ejpam-6869	378	9	aminossadati	aminossadati	PROPN
ejpam-6869	378	10	,	,	PUNCT
ejpam-6869	378	11	and	and	CCONJ
ejpam-6869	378	12	a.	a.	NOUN
ejpam-6869	378	13	raisi	raisi	PROPN
ejpam-6869	378	14	.	.	PUNCT
ejpam-6869	379	1	magnetic	magnetic	ADJ
ejpam-6869	379	2	field	field	NOUN
ejpam-6869	379	3	effect	effect	NOUN
ejpam-6869	379	4	on	on	ADP
ejpam-6869	379	5	natural	natural	ADJ
ejpam-6869	379	6	convection	convection	NOUN
ejpam-6869	379	7	in	in	ADP
ejpam-6869	379	8	a	a	DET
ejpam-6869	379	9	nanofluid	nanofluid	ADV
ejpam-6869	379	10	-	-	PUNCT
ejpam-6869	379	11	filled	fill	VERB
ejpam-6869	379	12	square	square	ADJ
ejpam-6869	379	13	enclosure	enclosure	NOUN
ejpam-6869	379	14	.	.	PUNCT
ejpam-6869	380	1	international	international	ADJ
ejpam-6869	380	2	journal	journal	PROPN
ejpam-6869	380	3	of	of	ADP
ejpam-6869	380	4	thermal	thermal	ADJ
ejpam-6869	380	5	sciences	science	NOUN
ejpam-6869	380	6	,	,	PUNCT
ejpam-6869	380	7	50(9):1748–1756	50(9):1748–1756	NUM
ejpam-6869	380	8	,	,	PUNCT
ejpam-6869	380	9	2011	2011	NUM
ejpam-6869	380	10	.	.	PUNCT
ejpam-6869	381	1	nomenclature	nomenclature	ADJ
ejpam-6869	381	2	dimensional	dimensional	ADJ
ejpam-6869	381	3	quantities	quantity	NOUN
ejpam-6869	381	4	a	a	DET
ejpam-6869	381	5	amplitude	amplitude	NOUN
ejpam-6869	381	6	[	[	X
ejpam-6869	381	7	m	m	X
ejpam-6869	381	8	]	]	X
ejpam-6869	381	9	b0	b0	VERB
ejpam-6869	381	10	magnetic	magnetic	ADJ
ejpam-6869	381	11	field	field	NOUN
ejpam-6869	381	12	strength	strength	NOUN
ejpam-6869	381	13	[	[	X
ejpam-6869	381	14	kg	kg	X
ejpam-6869	381	15	/	/	SYM
ejpam-6869	381	16	s2	s2	PROPN
ejpam-6869	381	17	.	.	PUNCT
ejpam-6869	382	1	a	a	DET
ejpam-6869	382	2	]	]	X
ejpam-6869	382	3	cp	cp	NUM
ejpam-6869	382	4	specific	specific	ADJ
ejpam-6869	382	5	heat	heat	NOUN
ejpam-6869	382	6	at	at	ADP
ejpam-6869	382	7	constant	constant	ADJ
ejpam-6869	382	8	pressure	pressure	NOUN
ejpam-6869	382	9	[	[	X
ejpam-6869	382	10	j	j	PROPN
ejpam-6869	382	11	/	/	SYM
ejpam-6869	382	12	kgk	kgk	PROPN
ejpam-6869	382	13	]	]	X
ejpam-6869	382	14	g	g	PROPN
ejpam-6869	382	15	gravitational	gravitational	ADJ
ejpam-6869	382	16	acceleration	acceleration	NOUN
ejpam-6869	382	17	[	[	PUNCT
ejpam-6869	382	18	m	m	NOUN
ejpam-6869	382	19	/	/	SYM
ejpam-6869	382	20	s2	s2	NOUN
ejpam-6869	382	21	]	]	PUNCT
ejpam-6869	382	22	k	k	X
ejpam-6869	382	23	thermal	thermal	ADJ
ejpam-6869	382	24	conductivity	conductivity	NOUN
ejpam-6869	382	25	[	[	X
ejpam-6869	382	26	w	w	NOUN
ejpam-6869	382	27	/	/	SYM
ejpam-6869	382	28	mk	mk	PROPN
ejpam-6869	382	29	]	]	PUNCT
ejpam-6869	382	30	l	l	NOUN
ejpam-6869	382	31	enclosure	enclosure	NOUN
ejpam-6869	382	32	length	length	NOUN
ejpam-6869	383	1	[	[	X
ejpam-6869	383	2	m	m	X
ejpam-6869	383	3	]	]	X
ejpam-6869	383	4	n	n	DET
ejpam-6869	383	5	undulation	undulation	NOUN
ejpam-6869	383	6	parameter	parameter	NOUN
ejpam-6869	384	1	[	[	X
ejpam-6869	384	2	m	m	X
ejpam-6869	384	3	]	]	X
ejpam-6869	384	4	p	p	X
ejpam-6869	384	5	dimensional	dimensional	ADJ
ejpam-6869	384	6	fluid	fluid	ADJ
ejpam-6869	384	7	pressure	pressure	NOUN
ejpam-6869	384	8	[	[	X
ejpam-6869	384	9	pa	pa	X
ejpam-6869	384	10	]	]	X
ejpam-6869	384	11	t	t	X
ejpam-6869	384	12	temperature	temperature	NOUN
ejpam-6869	385	1	[	[	X
ejpam-6869	385	2	k	k	X
ejpam-6869	385	3	]	]	X
ejpam-6869	385	4	u	u	NOUN
ejpam-6869	385	5	,	,	PUNCT
ejpam-6869	385	6	v	v	ADP
ejpam-6869	385	7	dimensional	dimensional	ADJ
ejpam-6869	385	8	velocity	velocity	NOUN
ejpam-6869	385	9	components	component	NOUN
ejpam-6869	385	10	[	[	PUNCT
ejpam-6869	385	11	m	m	NOUN
ejpam-6869	385	12	/	/	SYM
ejpam-6869	385	13	s	s	PART
ejpam-6869	385	14	]	]	X
ejpam-6869	385	15	x	x	X
ejpam-6869	385	16	,	,	PUNCT
ejpam-6869	385	17	y	y	PROPN
ejpam-6869	385	18	dimensional	dimensional	ADJ
ejpam-6869	385	19	coordinates	coordinate	NOUN
ejpam-6869	385	20	[	[	X
ejpam-6869	385	21	m	m	X
ejpam-6869	385	22	]	]	X
ejpam-6869	385	23	dimensionless	dimensionless	NOUN
ejpam-6869	385	24	quantities	quantity	NOUN
ejpam-6869	385	25	ha	ha	INTJ
ejpam-6869	385	26	hartmann	hartmann	PROPN
ejpam-6869	385	27	number	number	NOUN
ejpam-6869	385	28	[	[	X
ejpam-6869	385	29	-	-	PUNCT
ejpam-6869	385	30	]	]	X
ejpam-6869	385	31	nu	nu	NOUN
ejpam-6869	385	32	nusselt	nusselt	NOUN
ejpam-6869	385	33	number	number	NOUN
ejpam-6869	385	34	[	[	X
ejpam-6869	385	35	-	-	PUNCT
ejpam-6869	385	36	]	]	X
ejpam-6869	385	37	p	p	NOUN
ejpam-6869	385	38	dimensionless	dimensionless	NOUN
ejpam-6869	385	39	fluid	fluid	ADJ
ejpam-6869	385	40	pressure	pressure	NOUN
ejpam-6869	385	41	[	[	X
ejpam-6869	385	42	-	-	PUNCT
ejpam-6869	385	43	]	]	X
ejpam-6869	385	44	pr	pr	NOUN
ejpam-6869	385	45	prandtl	prandtl	NOUN
ejpam-6869	385	46	number	number	NOUN
ejpam-6869	385	47	[	[	X
ejpam-6869	385	48	-	-	PUNCT
ejpam-6869	385	49	]	]	X
ejpam-6869	385	50	ra	ra	PROPN
ejpam-6869	385	51	rayleigh	rayleigh	PROPN
ejpam-6869	385	52	number	number	NOUN
ejpam-6869	385	53	[	[	X
ejpam-6869	385	54	-	-	PUNCT
ejpam-6869	385	55	]	]	X
ejpam-6869	385	56	k.	k.	PROPN
ejpam-6869	385	57	al	al	PROPN
ejpam-6869	385	58	kalbani	kalbani	PROPN
ejpam-6869	385	59	et	et	PROPN
ejpam-6869	385	60	al	al	PROPN
ejpam-6869	385	61	.	.	PUNCT
ejpam-6869	385	62	/	/	SYM
ejpam-6869	385	63	eur	eur	PROPN
ejpam-6869	385	64	.	.	PUNCT
ejpam-6869	386	1	j.	j.	PROPN
ejpam-6869	386	2	pure	pure	PROPN
ejpam-6869	386	3	appl	appl	PROPN
ejpam-6869	386	4	.	.	PROPN
ejpam-6869	386	5	math	math	PROPN
ejpam-6869	386	6	,	,	PUNCT
ejpam-6869	386	7	18	18	NUM
ejpam-6869	386	8	(	(	PUNCT
ejpam-6869	386	9	4	4	NUM
ejpam-6869	386	10	)	)	PUNCT
ejpam-6869	386	11	(	(	PUNCT
ejpam-6869	386	12	2025	2025	NUM
ejpam-6869	386	13	)	)	PUNCT
ejpam-6869	386	14	,	,	PUNCT
ejpam-6869	386	15	6869	6869	NUM
ejpam-6869	386	16	20	20	NUM
ejpam-6869	386	17	of	of	ADP
ejpam-6869	386	18	20	20	NUM
ejpam-6869	386	19	u	u	NOUN
ejpam-6869	386	20	,	,	PUNCT
ejpam-6869	386	21	v	v	NUM
ejpam-6869	386	22	dimensionless	dimensionless	NOUN
ejpam-6869	386	23	velocity	velocity	NOUN
ejpam-6869	386	24	components	component	NOUN
ejpam-6869	386	25	[	[	X
ejpam-6869	386	26	-	-	X
ejpam-6869	386	27	]	]	X
ejpam-6869	386	28	x	x	NOUN
ejpam-6869	386	29	,	,	PUNCT
ejpam-6869	386	30	y	y	PROPN
ejpam-6869	386	31	dimensionless	dimensionless	NOUN
ejpam-6869	386	32	coordinates	coordinate	NOUN
ejpam-6869	386	33	[	[	X
ejpam-6869	386	34	-	-	PUNCT
ejpam-6869	386	35	]	]	X
ejpam-6869	386	36	greek	greek	NOUN
ejpam-6869	386	37	symbols	symbol	NOUN
ejpam-6869	386	38	α	α	DET
ejpam-6869	386	39	thermal	thermal	ADJ
ejpam-6869	386	40	diffusivity	diffusivity	NOUN
ejpam-6869	386	41	[	[	PUNCT
ejpam-6869	386	42	m2	m2	PROPN
ejpam-6869	386	43	/	/	SYM
ejpam-6869	386	44	s	s	PART
ejpam-6869	386	45	]	]	X
ejpam-6869	386	46	β	β	X
ejpam-6869	386	47	thermal	thermal	ADJ
ejpam-6869	386	48	expansion	expansion	NOUN
ejpam-6869	386	49	coefficient	coefficient	NOUN
ejpam-6869	387	1	[	[	X
ejpam-6869	387	2	1	1	NUM
ejpam-6869	387	3	/	/	SYM
ejpam-6869	387	4	k	k	NOUN
ejpam-6869	387	5	]	]	X
ejpam-6869	387	6	θ	θ	PROPN
ejpam-6869	387	7	dimensionless	dimensionless	NOUN
ejpam-6869	387	8	temperature	temperature	NOUN
ejpam-6869	387	9	[	[	X
ejpam-6869	387	10	-	-	X
ejpam-6869	387	11	]	]	X
ejpam-6869	387	12	µ	µ	PRON
ejpam-6869	387	13	dynamic	dynamic	ADJ
ejpam-6869	387	14	viscosity	viscosity	NOUN
ejpam-6869	387	15	[	[	PUNCT
ejpam-6869	387	16	ns	ns	PROPN
ejpam-6869	387	17	/	/	SYM
ejpam-6869	387	18	m2	m2	PROPN
ejpam-6869	387	19	]	]	PUNCT
ejpam-6869	387	20	v	v	ADP
ejpam-6869	387	21	kinematic	kinematic	ADJ
ejpam-6869	387	22	viscosity	viscosity	NOUN
ejpam-6869	387	23	[	[	PUNCT
ejpam-6869	387	24	m2	m2	PROPN
ejpam-6869	387	25	/	/	SYM
ejpam-6869	387	26	s	s	PART
ejpam-6869	387	27	]	]	PUNCT
ejpam-6869	387	28	ρ	ρ	NUM
ejpam-6869	387	29	density	density	NOUN
ejpam-6869	387	30	[	[	PUNCT
ejpam-6869	387	31	kg	kg	PROPN
ejpam-6869	387	32	/	/	SYM
ejpam-6869	387	33	m3	m3	PROPN
ejpam-6869	387	34	]	]	PUNCT
ejpam-6869	387	35	σ	σ	X
ejpam-6869	387	36	electrical	electrical	ADJ
ejpam-6869	387	37	conductivity	conductivity	NOUN
ejpam-6869	387	38	[	[	PUNCT
ejpam-6869	387	39	s	s	X
ejpam-6869	387	40	/	/	SYM
ejpam-6869	387	41	m	m	VERB
ejpam-6869	387	42	]	]	PUNCT
ejpam-6869	387	43	φ	φ	PROPN
ejpam-6869	387	44	nanoparticle	nanoparticle	PROPN
ejpam-6869	387	45	volume	volume	NOUN
ejpam-6869	387	46	fraction	fraction	NOUN
ejpam-6869	388	1	[	[	X
ejpam-6869	388	2	-	-	PUNCT
ejpam-6869	388	3	]	]	X
ejpam-6869	388	4	subscript	subscript	NOUN
ejpam-6869	388	5	av	av	PROPN
ejpam-6869	388	6	average	average	ADJ
ejpam-6869	388	7	bf	bf	NOUN
ejpam-6869	388	8	base	base	NOUN
ejpam-6869	388	9	fluid	fluid	NOUN
ejpam-6869	388	10	c	c	PROPN
ejpam-6869	388	11	cold	cold	PROPN
ejpam-6869	388	12	wall	wall	PROPN
ejpam-6869	388	13	h	h	PROPN
ejpam-6869	388	14	hot	hot	PROPN
ejpam-6869	388	15	wall	wall	PROPN
ejpam-6869	388	16	hnf	hnf	PUNCT
ejpam-6869	388	17	hybrid	hybrid	ADJ
ejpam-6869	388	18	nanofluid	nanofluid	PROPN
ejpam-6869	388	19	n1	n1	PROPN
ejpam-6869	388	20	copper	copper	NOUN
ejpam-6869	388	21	nanoparticle	nanoparticle	NOUN
ejpam-6869	388	22	n2	n2	PROPN
ejpam-6869	388	23	aluminum	aluminum	PROPN
ejpam-6869	388	24	oxide	oxide	NOUN
ejpam-6869	388	25	nanoparticle	nanoparticle	NOUN
ejpam-6869	388	26	nf	nf	X
ejpam-6869	388	27	nanofluid	nanofluid	PROPN