id	sid	tid	token	lemma	pos
cana-2665	1	1	communications	communication	NOUN
cana-2665	1	2	on	on	ADP
cana-2665	1	3	applied	apply	VERB
cana-2665	1	4	nonlinear	nonlinear	ADJ
cana-2665	1	5	analysis	analysis	NOUN
cana-2665	1	6	issn	issn	NOUN
cana-2665	1	7	:	:	PUNCT
cana-2665	1	8	1074	1074	NUM
cana-2665	1	9	-	-	PUNCT
cana-2665	1	10	133x	133x	NUM
cana-2665	1	11	vol	vol	NOUN
cana-2665	1	12	32	32	NUM
cana-2665	1	13	no	no	NOUN
cana-2665	1	14	.	.	PUNCT
cana-2665	2	1	3s	3s	NUM
cana-2665	2	2	(	(	PUNCT
cana-2665	2	3	2025	2025	NUM
cana-2665	2	4	)	)	PUNCT
cana-2665	2	5	420	420	NUM
cana-2665	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	2	7	simulation	simulation	NOUN
cana-2665	2	8	insights	insight	NOUN
cana-2665	2	9	into	into	ADP
cana-2665	2	10	perovskite	perovskite	ADJ
cana-2665	2	11	active	active	ADJ
cana-2665	2	12	layers	layer	NOUN
cana-2665	2	13	for	for	ADP
cana-2665	2	14	enhancing	enhance	VERB
cana-2665	2	15	solar	solar	ADJ
cana-2665	2	16	cell	cell	NOUN
cana-2665	2	17	efficiency	efficiency	NOUN
cana-2665	2	18	naeema	naeema	VERB
cana-2665	2	19	nazar	nazar	PROPN
cana-2665	2	20	1	1	NUM
cana-2665	2	21	*	*	PROPN
cana-2665	2	22	,	,	PUNCT
cana-2665	2	23	mohamed	mohamed	PROPN
cana-2665	2	24	kallel	kallel	PROPN
cana-2665	2	25	2	2	NUM
cana-2665	2	26	,	,	PUNCT
cana-2665	2	27	rahma	rahma	NOUN
cana-2665	2	28	sellami	sellami	VERB
cana-2665	2	29	3	3	NUM
cana-2665	2	30	,	,	PUNCT
cana-2665	2	31	and	and	CCONJ
cana-2665	2	32	abdelhalim	abdelhalim	PROPN
cana-2665	2	33	hasnaoui	hasnaoui	ADJ
cana-2665	2	34	4	4	NUM
cana-2665	2	35	1*assistant	1*assistant	NUM
cana-2665	2	36	professor	professor	NOUN
cana-2665	2	37	,	,	PUNCT
cana-2665	2	38	department	department	NOUN
cana-2665	2	39	of	of	ADP
cana-2665	2	40	electronics	electronic	NOUN
cana-2665	2	41	and	and	CCONJ
cana-2665	2	42	communication	communication	NOUN
cana-2665	2	43	engineering	engineering	NOUN
cana-2665	2	44	,	,	PUNCT
cana-2665	2	45	visat	visat	PROPN
cana-2665	2	46	engineering	engineering	PROPN
cana-2665	2	47	college	college	PROPN
cana-2665	2	48	,	,	PUNCT
cana-2665	2	49	kerala	kerala	PROPN
cana-2665	2	50	,	,	PUNCT
cana-2665	2	51	india	india	PROPN
cana-2665	2	52	global	global	PROPN
cana-2665	2	53	strategy	strategy	PROPN
cana-2665	2	54	representative	representative	NOUN
cana-2665	2	55	for	for	ADP
cana-2665	2	56	india	india	PROPN
cana-2665	2	57	,	,	PUNCT
cana-2665	2	58	ieee	ieee	NOUN
cana-2665	2	59	photonics	photonics	PROPN
cana-2665	2	60	society	society	NOUN
cana-2665	2	61	,	,	PUNCT
cana-2665	2	62	usa	usa	PROPN
cana-2665	2	63	naeemanazarcn@gmail.com	naeemanazarcn@gmail.com	PROPN
cana-2665	2	64	,	,	PUNCT
cana-2665	2	65	https://orcid.org/0009-0007-6768-2842	https://orcid.org/0009-0007-6768-2842	PROPN
cana-2665	2	66	2assistant	2assistant	PROPN
cana-2665	2	67	professor	professor	NOUN
cana-2665	2	68	,	,	PUNCT
cana-2665	2	69	department	department	NOUN
cana-2665	2	70	of	of	ADP
cana-2665	2	71	physics	physics	PROPN
cana-2665	2	72	,	,	PUNCT
cana-2665	2	73	college	college	NOUN
cana-2665	2	74	of	of	ADP
cana-2665	2	75	science	science	NOUN
cana-2665	2	76	,	,	PUNCT
cana-2665	2	77	northern	northern	ADJ
cana-2665	2	78	border	border	NOUN
cana-2665	2	79	university	university	PROPN
cana-2665	2	80	,	,	PUNCT
cana-2665	2	81	arar	arar	PROPN
cana-2665	2	82	,	,	PUNCT
cana-2665	2	83	saudi	saudi	PROPN
cana-2665	2	84	arabia	arabia	PROPN
cana-2665	2	85	mohamed.kallel@nbu.edu.sa	mohamed.kallel@nbu.edu.sa	PROPN
cana-2665	2	86	3assistant	3assistant	PROPN
cana-2665	2	87	professor	professor	NOUN
cana-2665	2	88	,	,	PUNCT
cana-2665	2	89	department	department	NOUN
cana-2665	2	90	of	of	ADP
cana-2665	2	91	computer	computer	NOUN
cana-2665	2	92	science	science	NOUN
cana-2665	2	93	,	,	PUNCT
cana-2665	2	94	applied	apply	VERB
cana-2665	2	95	college	college	NOUN
cana-2665	2	96	,	,	PUNCT
cana-2665	2	97	northern	northern	ADJ
cana-2665	2	98	border	border	NOUN
cana-2665	2	99	university	university	NOUN
cana-2665	2	100	,	,	PUNCT
cana-2665	2	101	saudi	saudi	PROPN
cana-2665	2	102	arabia	arabia	PROPN
cana-2665	2	103	rahma.ali@nbu.edu.sa	rahma.ali@nbu.edu.sa	PROPN
cana-2665	2	104	4assistant	4assistant	NUM
cana-2665	2	105	professor	professor	NOUN
cana-2665	2	106	,	,	PUNCT
cana-2665	2	107	mathematics	mathematics	PROPN
cana-2665	2	108	department	department	PROPN
cana-2665	2	109	,	,	PUNCT
cana-2665	2	110	college	college	NOUN
cana-2665	2	111	of	of	ADP
cana-2665	2	112	sciences	science	NOUN
cana-2665	2	113	and	and	CCONJ
cana-2665	2	114	arts	art	NOUN
cana-2665	2	115	,	,	PUNCT
cana-2665	2	116	northern	northern	ADJ
cana-2665	2	117	border	border	NOUN
cana-2665	2	118	university	university	PROPN
cana-2665	2	119	,	,	PUNCT
cana-2665	2	120	rafha	rafha	PROPN
cana-2665	2	121	,	,	PUNCT
cana-2665	2	122	saudi	saudi	PROPN
cana-2665	2	123	arabia	arabia	PROPN
cana-2665	2	124	abdllhalim.hasanawa@nbu.edu.sa	abdllhalim.hasanawa@nbu.edu.sa	PROPN
cana-2665	2	125	article	article	NOUN
cana-2665	2	126	history	history	NOUN
cana-2665	2	127	:	:	PUNCT
cana-2665	2	128	received	receive	VERB
cana-2665	2	129	:	:	PUNCT
cana-2665	2	130	24	24	NUM
cana-2665	2	131	-	-	PUNCT
cana-2665	2	132	09	09	NUM
cana-2665	2	133	-	-	PUNCT
cana-2665	2	134	2024	2024	NUM
cana-2665	2	135	revised	revise	VERB
cana-2665	2	136	:	:	PUNCT
cana-2665	2	137	06	06	NUM
cana-2665	2	138	-	-	SYM
cana-2665	2	139	11	11	NUM
cana-2665	2	140	-	-	PUNCT
cana-2665	2	141	2024	2024	NUM
cana-2665	2	142	accepted	accept	VERB
cana-2665	2	143	:	:	PUNCT
cana-2665	2	144	18	18	NUM
cana-2665	2	145	-	-	SYM
cana-2665	2	146	11	11	NUM
cana-2665	2	147	-	-	PUNCT
cana-2665	2	148	2024	2024	NUM
cana-2665	2	149	abstract	abstract	NOUN
cana-2665	2	150	:	:	PUNCT
cana-2665	2	151	this	this	DET
cana-2665	2	152	study	study	NOUN
cana-2665	2	153	explores	explore	VERB
cana-2665	2	154	the	the	DET
cana-2665	2	155	performance	performance	NOUN
cana-2665	2	156	of	of	ADP
cana-2665	2	157	perovskite	perovskite	ADJ
cana-2665	2	158	solar	solar	ADJ
cana-2665	2	159	cells	cell	NOUN
cana-2665	2	160	with	with	ADP
cana-2665	2	161	various	various	ADJ
cana-2665	2	162	absorber	absorber	NOUN
cana-2665	2	163	materials	material	NOUN
cana-2665	2	164	,	,	PUNCT
cana-2665	2	165	including	include	VERB
cana-2665	2	166	masni3	masni3	PROPN
cana-2665	2	167	,	,	PUNCT
cana-2665	2	168	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	2	169	,	,	PUNCT
cana-2665	2	170	cspbi3	cspbi3	NOUN
cana-2665	2	171	,	,	PUNCT
cana-2665	2	172	and	and	CCONJ
cana-2665	2	173	cssngei3	cssngei3	NOUN
cana-2665	2	174	,	,	PUNCT
cana-2665	2	175	analyzing	analyze	VERB
cana-2665	2	176	key	key	ADJ
cana-2665	2	177	metrics	metric	NOUN
cana-2665	2	178	such	such	ADJ
cana-2665	2	179	as	as	ADP
cana-2665	2	180	efficiency	efficiency	NOUN
cana-2665	2	181	,	,	PUNCT
cana-2665	2	182	open	open	ADJ
cana-2665	2	183	-	-	PUNCT
cana-2665	2	184	circuit	circuit	NOUN
cana-2665	2	185	voltage	voltage	NOUN
cana-2665	2	186	(	(	PUNCT
cana-2665	2	187	voc	voc	NOUN
cana-2665	2	188	)	)	PUNCT
cana-2665	2	189	,	,	PUNCT
cana-2665	2	190	short	short	ADJ
cana-2665	2	191	-	-	PUNCT
cana-2665	2	192	circuit	circuit	NOUN
cana-2665	2	193	current	current	ADJ
cana-2665	2	194	density	density	NOUN
cana-2665	2	195	(	(	PUNCT
cana-2665	2	196	jsc	jsc	PROPN
cana-2665	2	197	)	)	PUNCT
cana-2665	2	198	,	,	PUNCT
cana-2665	2	199	and	and	CCONJ
cana-2665	2	200	fill	fill	NOUN
cana-2665	2	201	factor	factor	NOUN
cana-2665	2	202	(	(	PUNCT
cana-2665	2	203	ff	ff	NOUN
cana-2665	2	204	)	)	PUNCT
cana-2665	2	205	.	.	PUNCT
cana-2665	3	1	simulations	simulation	NOUN
cana-2665	3	2	using	use	VERB
cana-2665	3	3	scaps	scap	NOUN
cana-2665	3	4	software	software	NOUN
cana-2665	3	5	provided	provide	VERB
cana-2665	3	6	baseline	baseline	NOUN
cana-2665	3	7	data	datum	NOUN
cana-2665	3	8	,	,	PUNCT
cana-2665	3	9	which	which	PRON
cana-2665	3	10	were	be	AUX
cana-2665	3	11	further	far	ADV
cana-2665	3	12	validated	validate	VERB
cana-2665	3	13	and	and	CCONJ
cana-2665	3	14	extended	extend	VERB
cana-2665	3	15	using	use	VERB
cana-2665	3	16	advanced	advanced	ADJ
cana-2665	3	17	computational	computational	ADJ
cana-2665	3	18	techniques	technique	NOUN
cana-2665	3	19	.	.	PUNCT
cana-2665	4	1	sensitivity	sensitivity	NOUN
cana-2665	4	2	analyses	analysis	NOUN
cana-2665	4	3	revealed	reveal	VERB
cana-2665	4	4	the	the	DET
cana-2665	4	5	impact	impact	NOUN
cana-2665	4	6	of	of	ADP
cana-2665	4	7	parameters	parameter	NOUN
cana-2665	4	8	like	like	ADP
cana-2665	4	9	bandgap	bandgap	NOUN
cana-2665	4	10	energy	energy	NOUN
cana-2665	4	11	and	and	CCONJ
cana-2665	4	12	carrier	carrier	NOUN
cana-2665	4	13	mobility	mobility	NOUN
cana-2665	4	14	,	,	PUNCT
cana-2665	4	15	while	while	SCONJ
cana-2665	4	16	layer	layer	NOUN
cana-2665	4	17	optimization	optimization	NOUN
cana-2665	4	18	and	and	CCONJ
cana-2665	4	19	circuit	circuit	NOUN
cana-2665	4	20	modeling	modeling	NOUN
cana-2665	4	21	offered	offer	VERB
cana-2665	4	22	insights	insight	NOUN
cana-2665	4	23	into	into	ADP
cana-2665	4	24	enhancing	enhance	VERB
cana-2665	4	25	device	device	NOUN
cana-2665	4	26	performance	performance	NOUN
cana-2665	4	27	.	.	PUNCT
cana-2665	5	1	comparative	comparative	ADJ
cana-2665	5	2	analysis	analysis	NOUN
cana-2665	5	3	and	and	CCONJ
cana-2665	5	4	real	real	ADJ
cana-2665	5	5	-	-	PUNCT
cana-2665	5	6	world	world	NOUN
cana-2665	5	7	simulations	simulation	NOUN
cana-2665	5	8	bridged	bridge	VERB
cana-2665	5	9	the	the	DET
cana-2665	5	10	gap	gap	NOUN
cana-2665	5	11	between	between	ADP
cana-2665	5	12	lab	lab	NOUN
cana-2665	5	13	results	result	NOUN
cana-2665	5	14	and	and	CCONJ
cana-2665	5	15	practical	practical	ADJ
cana-2665	5	16	applications	application	NOUN
cana-2665	5	17	,	,	PUNCT
cana-2665	5	18	supported	support	VERB
cana-2665	5	19	by	by	ADP
cana-2665	5	20	machine	machine	NOUN
cana-2665	5	21	learning	learning	NOUN
cana-2665	5	22	models	model	NOUN
cana-2665	5	23	to	to	PART
cana-2665	5	24	predict	predict	VERB
cana-2665	5	25	efficiencies	efficiency	NOUN
cana-2665	5	26	for	for	ADP
cana-2665	5	27	novel	novel	ADJ
cana-2665	5	28	materials	material	NOUN
cana-2665	5	29	.	.	PUNCT
cana-2665	6	1	this	this	DET
cana-2665	6	2	comprehensive	comprehensive	ADJ
cana-2665	6	3	approach	approach	NOUN
cana-2665	6	4	aids	aid	NOUN
cana-2665	6	5	in	in	ADP
cana-2665	6	6	optimizing	optimize	VERB
cana-2665	6	7	perovskite	perovskite	ADJ
cana-2665	6	8	solar	solar	ADJ
cana-2665	6	9	cells	cell	NOUN
cana-2665	6	10	for	for	ADP
cana-2665	6	11	future	future	ADJ
cana-2665	6	12	applications	application	NOUN
cana-2665	6	13	.	.	PUNCT
cana-2665	7	1	keywords	keyword	NOUN
cana-2665	7	2	:	:	PUNCT
cana-2665	7	3	photovoltaic	photovoltaic	NOUN
cana-2665	7	4	cell	cell	NOUN
cana-2665	7	5	,	,	PUNCT
cana-2665	7	6	perovskite	perovskite	ADJ
cana-2665	7	7	absorbing	absorbing	ADJ
cana-2665	7	8	material	material	NOUN
cana-2665	7	9	,	,	PUNCT
cana-2665	7	10	performance	performance	NOUN
cana-2665	7	11	efficiency	efficiency	NOUN
cana-2665	7	12	,	,	PUNCT
cana-2665	7	13	computational	computational	ADJ
cana-2665	7	14	techniques	technique	NOUN
cana-2665	7	15	.	.	PUNCT
cana-2665	8	1	1	1	X
cana-2665	8	2	.	.	X
cana-2665	8	3	introduction	introduction	NOUN
cana-2665	8	4	solar	solar	ADJ
cana-2665	8	5	energy	energy	NOUN
cana-2665	8	6	,	,	PUNCT
cana-2665	8	7	derived	derive	VERB
cana-2665	8	8	from	from	ADP
cana-2665	8	9	the	the	DET
cana-2665	8	10	sun	sun	NOUN
cana-2665	8	11	’s	’s	PART
cana-2665	8	12	radiant	radiant	ADJ
cana-2665	8	13	light	light	NOUN
cana-2665	8	14	and	and	CCONJ
cana-2665	8	15	heat	heat	NOUN
cana-2665	8	16	,	,	PUNCT
cana-2665	8	17	is	be	AUX
cana-2665	8	18	harnessed	harness	VERB
cana-2665	8	19	using	use	VERB
cana-2665	8	20	a	a	DET
cana-2665	8	21	variety	variety	NOUN
cana-2665	8	22	of	of	ADP
cana-2665	8	23	technologies	technology	NOUN
cana-2665	8	24	,	,	PUNCT
cana-2665	8	25	including	include	VERB
cana-2665	8	26	photovoltaic	photovoltaic	NOUN
cana-2665	8	27	cells	cell	NOUN
cana-2665	8	28	,	,	PUNCT
cana-2665	8	29	solar	solar	ADJ
cana-2665	8	30	panels	panel	NOUN
cana-2665	8	31	,	,	PUNCT
cana-2665	8	32	and	and	CCONJ
cana-2665	8	33	thermal	thermal	ADJ
cana-2665	8	34	collectors	collector	NOUN
cana-2665	8	35	.	.	PUNCT
cana-2665	9	1	as	as	ADP
cana-2665	9	2	a	a	DET
cana-2665	9	3	renewable	renewable	ADJ
cana-2665	9	4	,	,	PUNCT
cana-2665	9	5	clean	clean	ADJ
cana-2665	9	6	,	,	PUNCT
cana-2665	9	7	and	and	CCONJ
cana-2665	9	8	abundant	abundant	ADJ
cana-2665	9	9	energy	energy	NOUN
cana-2665	9	10	source	source	NOUN
cana-2665	9	11	,	,	PUNCT
cana-2665	9	12	it	it	PRON
cana-2665	9	13	provides	provide	VERB
cana-2665	9	14	significant	significant	ADJ
cana-2665	9	15	advantages	advantage	NOUN
cana-2665	9	16	such	such	ADJ
cana-2665	9	17	as	as	ADP
cana-2665	9	18	reducing	reduce	VERB
cana-2665	9	19	greenhouse	greenhouse	NOUN
cana-2665	9	20	gas	gas	NOUN
cana-2665	9	21	emissions	emission	NOUN
cana-2665	9	22	,	,	PUNCT
cana-2665	9	23	mitigating	mitigate	VERB
cana-2665	9	24	climate	climate	NOUN
cana-2665	9	25	change	change	NOUN
cana-2665	9	26	effects	effect	NOUN
cana-2665	9	27	,	,	PUNCT
cana-2665	9	28	and	and	CCONJ
cana-2665	9	29	promoting	promote	VERB
cana-2665	9	30	energy	energy	NOUN
cana-2665	9	31	independence	independence	NOUN
cana-2665	9	32	.	.	PUNCT
cana-2665	10	1	solar	solar	ADJ
cana-2665	10	2	energy	energy	NOUN
cana-2665	10	3	is	be	AUX
cana-2665	10	4	versatile	versatile	ADJ
cana-2665	10	5	,	,	PUNCT
cana-2665	10	6	with	with	ADP
cana-2665	10	7	applications	application	NOUN
cana-2665	10	8	spanning	span	VERB
cana-2665	10	9	electricity	electricity	NOUN
cana-2665	10	10	generation	generation	NOUN
cana-2665	10	11	,	,	PUNCT
cana-2665	10	12	water	water	NOUN
cana-2665	10	13	heating	heating	NOUN
cana-2665	10	14	,	,	PUNCT
cana-2665	10	15	and	and	CCONJ
cana-2665	10	16	powering	power	VERB
cana-2665	10	17	residential	residential	ADJ
cana-2665	10	18	and	and	CCONJ
cana-2665	10	19	commercial	commercial	ADJ
cana-2665	10	20	establishments	establishment	NOUN
cana-2665	10	21	.	.	PUNCT
cana-2665	11	1	advances	advance	NOUN
cana-2665	11	2	in	in	ADP
cana-2665	11	3	technology	technology	NOUN
cana-2665	11	4	and	and	CCONJ
cana-2665	11	5	declining	decline	VERB
cana-2665	11	6	costs	cost	NOUN
cana-2665	11	7	have	have	AUX
cana-2665	11	8	positioned	position	VERB
cana-2665	11	9	solar	solar	ADJ
cana-2665	11	10	energy	energy	NOUN
cana-2665	11	11	as	as	ADP
cana-2665	11	12	a	a	DET
cana-2665	11	13	cornerstone	cornerstone	NOUN
cana-2665	11	14	in	in	ADP
cana-2665	11	15	the	the	DET
cana-2665	11	16	global	global	ADJ
cana-2665	11	17	shift	shift	NOUN
cana-2665	11	18	towards	towards	ADP
cana-2665	11	19	sustainable	sustainable	ADJ
cana-2665	11	20	energy	energy	NOUN
cana-2665	11	21	solutions	solution	NOUN
cana-2665	11	22	.	.	PUNCT
cana-2665	12	1	silicon	silicon	NOUN
cana-2665	12	2	-	-	PUNCT
cana-2665	12	3	based	base	VERB
cana-2665	12	4	solar	solar	ADJ
cana-2665	12	5	cell	cell	NOUN
cana-2665	12	6	technologies	technology	NOUN
cana-2665	12	7	have	have	AUX
cana-2665	12	8	historically	historically	ADV
cana-2665	12	9	dominated	dominate	VERB
cana-2665	12	10	photovoltaic	photovoltaic	NOUN
cana-2665	12	11	applications	application	NOUN
cana-2665	12	12	due	due	ADP
cana-2665	12	13	to	to	ADP
cana-2665	12	14	their	their	PRON
cana-2665	12	15	advantageous	advantageous	ADJ
cana-2665	12	16	properties	property	NOUN
cana-2665	12	17	.	.	PUNCT
cana-2665	13	1	these	these	PRON
cana-2665	13	2	include	include	VERB
cana-2665	13	3	ease	ease	NOUN
cana-2665	13	4	of	of	ADP
cana-2665	13	5	surface	surface	NOUN
cana-2665	13	6	passivation	passivation	NOUN
cana-2665	13	7	,	,	PUNCT
cana-2665	13	8	cost	cost	NOUN
cana-2665	13	9	effectiveness	effectiveness	NOUN
cana-2665	13	10	,	,	PUNCT
cana-2665	13	11	durability	durability	NOUN
cana-2665	13	12	,	,	PUNCT
cana-2665	13	13	and	and	CCONJ
cana-2665	13	14	resilience	resilience	NOUN
cana-2665	13	15	communications	communication	NOUN
cana-2665	13	16	on	on	ADP
cana-2665	13	17	applied	apply	VERB
cana-2665	13	18	nonlinear	nonlinear	ADJ
cana-2665	13	19	analysis	analysis	NOUN
cana-2665	13	20	issn	issn	NOUN
cana-2665	13	21	:	:	PUNCT
cana-2665	13	22	1074	1074	NUM
cana-2665	13	23	-	-	PUNCT
cana-2665	13	24	133x	133x	NUM
cana-2665	13	25	vol	vol	NOUN
cana-2665	13	26	32	32	NUM
cana-2665	13	27	no	no	NOUN
cana-2665	13	28	.	.	PUNCT
cana-2665	14	1	3s	3s	NUM
cana-2665	14	2	(	(	PUNCT
cana-2665	14	3	2025	2025	NUM
cana-2665	14	4	)	)	PUNCT
cana-2665	14	5	421	421	NUM
cana-2665	14	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	14	7	under	under	ADP
cana-2665	14	8	high	high	ADJ
cana-2665	14	9	temperatures	temperature	NOUN
cana-2665	14	10	.	.	PUNCT
cana-2665	15	1	however	however	ADV
cana-2665	15	2	,	,	PUNCT
cana-2665	15	3	emerging	emerge	VERB
cana-2665	15	4	alternatives	alternative	NOUN
cana-2665	15	5	,	,	PUNCT
cana-2665	15	6	particularly	particularly	ADV
cana-2665	15	7	those	those	PRON
cana-2665	15	8	that	that	PRON
cana-2665	15	9	promise	promise	VERB
cana-2665	15	10	reduced	reduce	VERB
cana-2665	15	11	production	production	NOUN
cana-2665	15	12	costs	cost	NOUN
cana-2665	15	13	and	and	CCONJ
cana-2665	15	14	simpler	simple	ADJ
cana-2665	15	15	manufacturing	manufacturing	NOUN
cana-2665	15	16	processes	process	NOUN
cana-2665	15	17	,	,	PUNCT
cana-2665	15	18	offer	offer	VERB
cana-2665	15	19	compelling	compelling	ADJ
cana-2665	15	20	potential	potential	NOUN
cana-2665	15	21	for	for	ADP
cana-2665	15	22	replacing	replace	VERB
cana-2665	15	23	silicon	silicon	NOUN
cana-2665	15	24	in	in	ADP
cana-2665	15	25	solar	solar	ADJ
cana-2665	15	26	energy	energy	NOUN
cana-2665	15	27	systems	system	NOUN
cana-2665	15	28	.	.	PUNCT
cana-2665	16	1	among	among	ADP
cana-2665	16	2	these	these	DET
cana-2665	16	3	innovations	innovation	NOUN
cana-2665	16	4	,	,	PUNCT
cana-2665	16	5	perovskite	perovskite	NOUN
cana-2665	16	6	based	base	VERB
cana-2665	16	7	solar	solar	ADJ
cana-2665	16	8	cells	cell	NOUN
cana-2665	16	9	have	have	AUX
cana-2665	16	10	garnered	garner	VERB
cana-2665	16	11	significant	significant	ADJ
cana-2665	16	12	attention	attention	NOUN
cana-2665	16	13	for	for	ADP
cana-2665	16	14	their	their	PRON
cana-2665	16	15	high	high	ADJ
cana-2665	16	16	efficiency	efficiency	NOUN
cana-2665	16	17	and	and	CCONJ
cana-2665	16	18	cost	cost	NOUN
cana-2665	16	19	-	-	PUNCT
cana-2665	16	20	effective	effective	ADJ
cana-2665	16	21	fabrication	fabrication	NOUN
cana-2665	16	22	.	.	PUNCT
cana-2665	17	1	in	in	ADP
cana-2665	17	2	recent	recent	ADJ
cana-2665	17	3	years	year	NOUN
cana-2665	17	4	,	,	PUNCT
cana-2665	17	5	photovoltaic	photovoltaic	NOUN
cana-2665	17	6	(	(	PUNCT
cana-2665	17	7	pv	pv	NOUN
cana-2665	17	8	)	)	PUNCT
cana-2665	17	9	technologies	technology	NOUN
cana-2665	17	10	have	have	AUX
cana-2665	17	11	seen	see	VERB
cana-2665	17	12	remarkable	remarkable	ADJ
cana-2665	17	13	advancements	advancement	NOUN
cana-2665	17	14	driven	drive	VERB
cana-2665	17	15	by	by	ADP
cana-2665	17	16	novel	novel	ADJ
cana-2665	17	17	device	device	NOUN
cana-2665	17	18	architectures	architecture	NOUN
cana-2665	17	19	.	.	PUNCT
cana-2665	18	1	perovskite	perovskite	NOUN
cana-2665	18	2	materials	material	NOUN
cana-2665	18	3	,	,	PUNCT
cana-2665	18	4	in	in	ADP
cana-2665	18	5	particular	particular	ADJ
cana-2665	18	6	,	,	PUNCT
cana-2665	18	7	have	have	AUX
cana-2665	18	8	risen	rise	VERB
cana-2665	18	9	as	as	ADP
cana-2665	18	10	a	a	DET
cana-2665	18	11	leading	lead	VERB
cana-2665	18	12	contender	contender	NOUN
cana-2665	18	13	in	in	ADP
cana-2665	18	14	solar	solar	ADJ
cana-2665	18	15	cell	cell	NOUN
cana-2665	18	16	technology	technology	NOUN
cana-2665	18	17	.	.	PUNCT
cana-2665	19	1	known	know	VERB
cana-2665	19	2	for	for	ADP
cana-2665	19	3	their	their	PRON
cana-2665	19	4	high	high	ADJ
cana-2665	19	5	absorption	absorption	NOUN
cana-2665	19	6	coefficients	coefficient	NOUN
cana-2665	19	7	,	,	PUNCT
cana-2665	19	8	optimal	optimal	ADJ
cana-2665	19	9	bandgaps	bandgap	NOUN
cana-2665	19	10	,	,	PUNCT
cana-2665	19	11	and	and	CCONJ
cana-2665	19	12	long	long	ADJ
cana-2665	19	13	charge	charge	NOUN
cana-2665	19	14	-	-	PUNCT
cana-2665	19	15	carrier	carrier	NOUN
cana-2665	19	16	diffusion	diffusion	NOUN
cana-2665	19	17	lengths	length	NOUN
cana-2665	19	18	,	,	PUNCT
cana-2665	19	19	perovskite	perovskite	NOUN
cana-2665	19	20	based	base	VERB
cana-2665	19	21	devices	device	NOUN
cana-2665	19	22	deliver	deliver	VERB
cana-2665	19	23	outstanding	outstanding	ADJ
cana-2665	19	24	photovoltaic	photovoltaic	NOUN
cana-2665	19	25	performance	performance	NOUN
cana-2665	19	26	.	.	PUNCT
cana-2665	20	1	these	these	DET
cana-2665	20	2	materials	material	NOUN
cana-2665	20	3	have	have	AUX
cana-2665	20	4	become	become	VERB
cana-2665	20	5	a	a	DET
cana-2665	20	6	viable	viable	ADJ
cana-2665	20	7	alternative	alternative	NOUN
cana-2665	20	8	to	to	ADP
cana-2665	20	9	traditional	traditional	ADJ
cana-2665	20	10	silicon	silicon	NOUN
cana-2665	20	11	,	,	PUNCT
cana-2665	20	12	addressing	address	VERB
cana-2665	20	13	challenges	challenge	NOUN
cana-2665	20	14	related	relate	VERB
cana-2665	20	15	to	to	ADP
cana-2665	20	16	the	the	DET
cana-2665	20	17	latter	latter	ADJ
cana-2665	20	18	’s	’s	PART
cana-2665	20	19	large	large	ADJ
cana-2665	20	20	size	size	NOUN
cana-2665	20	21	and	and	CCONJ
cana-2665	20	22	high	high	ADJ
cana-2665	20	23	production	production	NOUN
cana-2665	20	24	costs	cost	NOUN
cana-2665	20	25	.	.	PUNCT
cana-2665	21	1	the	the	DET
cana-2665	21	2	typical	typical	ADJ
cana-2665	21	3	structure	structure	NOUN
cana-2665	21	4	of	of	ADP
cana-2665	21	5	a	a	DET
cana-2665	21	6	perovskite	perovskite	ADJ
cana-2665	21	7	solar	solar	ADJ
cana-2665	21	8	cell	cell	NOUN
cana-2665	21	9	comprises	comprise	VERB
cana-2665	21	10	five	five	NUM
cana-2665	21	11	essential	essential	ADJ
cana-2665	21	12	layers	layer	NOUN
cana-2665	21	13	:	:	PUNCT
cana-2665	21	14	the	the	DET
cana-2665	21	15	perovskite	perovskite	NOUN
cana-2665	21	16	absorber	absorber	NOUN
cana-2665	21	17	material	material	NOUN
cana-2665	21	18	,	,	PUNCT
cana-2665	21	19	an	an	DET
cana-2665	21	20	electron	electron	NOUN
cana-2665	21	21	transport	transport	NOUN
cana-2665	21	22	layer	layer	NOUN
cana-2665	21	23	(	(	PUNCT
cana-2665	21	24	etl	etl	NOUN
cana-2665	21	25	)	)	PUNCT
cana-2665	21	26	,	,	PUNCT
cana-2665	21	27	a	a	DET
cana-2665	21	28	hole	hole	NOUN
cana-2665	21	29	transport	transport	NOUN
cana-2665	21	30	layer	layer	NOUN
cana-2665	21	31	(	(	PUNCT
cana-2665	21	32	htl	htl	PROPN
cana-2665	21	33	)	)	PUNCT
cana-2665	21	34	,	,	PUNCT
cana-2665	21	35	a	a	DET
cana-2665	21	36	transparent	transparent	ADJ
cana-2665	21	37	conductive	conductive	ADJ
cana-2665	21	38	layer	layer	NOUN
cana-2665	21	39	,	,	PUNCT
cana-2665	21	40	and	and	CCONJ
cana-2665	21	41	a	a	DET
cana-2665	21	42	metal	metal	NOUN
cana-2665	21	43	electrode	electrode	NOUN
cana-2665	21	44	.	.	PUNCT
cana-2665	22	1	the	the	DET
cana-2665	22	2	perovskite	perovskite	NOUN
cana-2665	22	3	layer	layer	NOUN
cana-2665	22	4	,	,	PUNCT
cana-2665	22	5	situated	situate	VERB
cana-2665	22	6	between	between	ADP
cana-2665	22	7	the	the	DET
cana-2665	22	8	etl	etl	NOUN
cana-2665	22	9	and	and	CCONJ
cana-2665	22	10	htl	htl	PROPN
cana-2665	22	11	,	,	PUNCT
cana-2665	22	12	is	be	AUX
cana-2665	22	13	integral	integral	ADJ
cana-2665	22	14	to	to	ADP
cana-2665	22	15	the	the	DET
cana-2665	22	16	cell	cell	NOUN
cana-2665	22	17	’s	’s	PART
cana-2665	22	18	operation	operation	NOUN
cana-2665	22	19	,	,	PUNCT
cana-2665	22	20	facilitating	facilitate	VERB
cana-2665	22	21	the	the	DET
cana-2665	22	22	efficient	efficient	ADJ
cana-2665	22	23	generation	generation	NOUN
cana-2665	22	24	and	and	CCONJ
cana-2665	22	25	transport	transport	NOUN
cana-2665	22	26	of	of	ADP
cana-2665	22	27	charge	charge	NOUN
cana-2665	22	28	carriers	carrier	NOUN
cana-2665	22	29	.	.	PUNCT
cana-2665	23	1	this	this	DET
cana-2665	23	2	work	work	NOUN
cana-2665	23	3	focuses	focus	VERB
cana-2665	23	4	on	on	ADP
cana-2665	23	5	evaluating	evaluate	VERB
cana-2665	23	6	the	the	DET
cana-2665	23	7	performance	performance	NOUN
cana-2665	23	8	of	of	ADP
cana-2665	23	9	various	various	ADJ
cana-2665	23	10	perovskite	perovskite	NOUN
cana-2665	23	11	absorber	absorber	NOUN
cana-2665	23	12	materials	material	NOUN
cana-2665	23	13	,	,	PUNCT
cana-2665	23	14	including	include	VERB
cana-2665	23	15	methylammonium	methylammonium	NOUN
cana-2665	23	16	tin	tin	NOUN
cana-2665	23	17	iodide	iodide	NOUN
cana-2665	23	18	(	(	PUNCT
cana-2665	23	19	masni3	masni3	NOUN
cana-2665	23	20	)	)	PUNCT
cana-2665	23	21	,	,	PUNCT
cana-2665	23	22	methylammonium	methylammonium	NOUN
cana-2665	23	23	lead	lead	ADJ
cana-2665	23	24	iodide	iodide	NOUN
cana-2665	23	25	(	(	PUNCT
cana-2665	23	26	ch3nh3pbi3	ch3nh3pbi3	NOUN
cana-2665	23	27	)	)	PUNCT
cana-2665	23	28	,	,	PUNCT
cana-2665	23	29	mixed	mixed	ADJ
cana-2665	23	30	halide	halide	NOUN
cana-2665	23	31	methylammonium	methylammonium	NOUN
cana-2665	23	32	lead	lead	NOUN
cana-2665	23	33	bromide	bromide	NOUN
cana-2665	23	34	iodide	iodide	NOUN
cana-2665	23	35	(	(	PUNCT
cana-2665	23	36	ch3nh3pbixbr1	ch3nh3pbixbr1	NOUN
cana-2665	23	37	-	-	PUNCT
cana-2665	23	38	x	x	NOUN
cana-2665	23	39	)	)	PUNCT
cana-2665	23	40	,	,	PUNCT
cana-2665	23	41	cesium	cesium	NOUN
cana-2665	23	42	lead	lead	NOUN
cana-2665	23	43	iodide	iodide	NOUN
cana-2665	23	44	(	(	PUNCT
cana-2665	23	45	cspbi3	cspbi3	NOUN
cana-2665	23	46	)	)	PUNCT
cana-2665	23	47	,	,	PUNCT
cana-2665	23	48	cesium	cesium	NOUN
cana-2665	23	49	tin	tin	NOUN
cana-2665	23	50	germanium	germanium	NOUN
cana-2665	23	51	iodide	iodide	NOUN
cana-2665	23	52	(	(	PUNCT
cana-2665	23	53	cssngei3	cssngei3	NOUN
cana-2665	23	54	)	)	PUNCT
cana-2665	23	55	,	,	PUNCT
cana-2665	23	56	and	and	CCONJ
cana-2665	23	57	methylammonium	methylammonium	NOUN
cana-2665	23	58	tin	tin	NOUN
cana-2665	23	59	iodide	iodide	NOUN
cana-2665	23	60	(	(	PUNCT
cana-2665	23	61	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	23	62	)	)	PUNCT
cana-2665	23	63	.	.	PUNCT
cana-2665	24	1	key	key	ADJ
cana-2665	24	2	performance	performance	NOUN
cana-2665	24	3	parameters	parameter	NOUN
cana-2665	24	4	,	,	PUNCT
cana-2665	24	5	such	such	ADJ
cana-2665	24	6	as	as	ADP
cana-2665	24	7	efficiency	efficiency	NOUN
cana-2665	24	8	,	,	PUNCT
cana-2665	24	9	open	open	ADJ
cana-2665	24	10	circuit	circuit	NOUN
cana-2665	24	11	voltage	voltage	NOUN
cana-2665	24	12	,	,	PUNCT
cana-2665	24	13	short	short	ADJ
cana-2665	24	14	circuit	circuit	NOUN
cana-2665	24	15	current	current	ADJ
cana-2665	24	16	,	,	PUNCT
cana-2665	24	17	and	and	CCONJ
cana-2665	24	18	fill	fill	NOUN
cana-2665	24	19	factor	factor	NOUN
cana-2665	24	20	,	,	PUNCT
cana-2665	24	21	are	be	AUX
cana-2665	24	22	analyzed	analyze	VERB
cana-2665	24	23	within	within	ADP
cana-2665	24	24	the	the	DET
cana-2665	24	25	framework	framework	NOUN
cana-2665	24	26	of	of	ADP
cana-2665	24	27	the	the	DET
cana-2665	24	28	perovskite	perovskite	ADJ
cana-2665	24	29	solar	solar	ADJ
cana-2665	24	30	cell	cell	NOUN
cana-2665	24	31	design	design	NOUN
cana-2665	24	32	.	.	PUNCT
cana-2665	25	1	these	these	DET
cana-2665	25	2	insights	insight	NOUN
cana-2665	25	3	aim	aim	VERB
cana-2665	25	4	to	to	PART
cana-2665	25	5	highlight	highlight	VERB
cana-2665	25	6	the	the	DET
cana-2665	25	7	most	most	ADV
cana-2665	25	8	efficient	efficient	ADJ
cana-2665	25	9	perovskite	perovskite	NOUN
cana-2665	25	10	material	material	NOUN
cana-2665	25	11	and	and	CCONJ
cana-2665	25	12	further	far	ADV
cana-2665	25	13	the	the	DET
cana-2665	25	14	development	development	NOUN
cana-2665	25	15	of	of	ADP
cana-2665	25	16	high	high	ADJ
cana-2665	25	17	-	-	PUNCT
cana-2665	25	18	performance	performance	NOUN
cana-2665	25	19	solar	solar	ADJ
cana-2665	25	20	technologies	technology	NOUN
cana-2665	25	21	.	.	PUNCT
cana-2665	26	1	2	2	X
cana-2665	26	2	.	.	X
cana-2665	26	3	study	study	NOUN
cana-2665	26	4	framework	framework	NOUN
cana-2665	26	5	scaps-1d	scaps-1d	PROPN
cana-2665	26	6	(	(	PUNCT
cana-2665	26	7	solar	solar	ADJ
cana-2665	26	8	cell	cell	NOUN
cana-2665	26	9	capacitance	capacitance	NOUN
cana-2665	26	10	simulator	simulator	NOUN
cana-2665	26	11	in	in	ADP
cana-2665	26	12	one	one	NUM
cana-2665	26	13	dimension	dimension	NOUN
cana-2665	26	14	)	)	PUNCT
cana-2665	26	15	,	,	PUNCT
cana-2665	26	16	version	version	NOUN
cana-2665	26	17	3.3.07	3.3.07	NUM
cana-2665	26	18	,	,	PUNCT
cana-2665	26	19	is	be	AUX
cana-2665	26	20	a	a	DET
cana-2665	26	21	versatile	versatile	ADJ
cana-2665	26	22	tool	tool	NOUN
cana-2665	26	23	designed	design	VERB
cana-2665	26	24	to	to	PART
cana-2665	26	25	simulate	simulate	VERB
cana-2665	26	26	the	the	DET
cana-2665	26	27	behavior	behavior	NOUN
cana-2665	26	28	of	of	ADP
cana-2665	26	29	solar	solar	ADJ
cana-2665	26	30	cells	cell	NOUN
cana-2665	26	31	.	.	PUNCT
cana-2665	27	1	it	it	PRON
cana-2665	27	2	incorporates	incorporate	VERB
cana-2665	27	3	principles	principle	NOUN
cana-2665	27	4	of	of	ADP
cana-2665	27	5	semiconductor	semiconductor	NOUN
cana-2665	27	6	physics	physics	NOUN
cana-2665	27	7	,	,	PUNCT
cana-2665	27	8	optics	optic	NOUN
cana-2665	27	9	,	,	PUNCT
cana-2665	27	10	and	and	CCONJ
cana-2665	27	11	electrochemistry	electrochemistry	NOUN
cana-2665	27	12	to	to	PART
cana-2665	27	13	analyze	analyze	VERB
cana-2665	27	14	various	various	ADJ
cana-2665	27	15	aspects	aspect	NOUN
cana-2665	27	16	of	of	ADP
cana-2665	27	17	device	device	NOUN
cana-2665	27	18	performance	performance	NOUN
cana-2665	27	19	.	.	PUNCT
cana-2665	28	1	key	key	ADJ
cana-2665	28	2	features	feature	NOUN
cana-2665	28	3	include	include	VERB
cana-2665	28	4	modeling	model	VERB
cana-2665	28	5	charge	charge	NOUN
cana-2665	28	6	transport	transport	NOUN
cana-2665	28	7	,	,	PUNCT
cana-2665	28	8	energy	energy	NOUN
cana-2665	28	9	band	band	NOUN
cana-2665	28	10	alignment	alignment	NOUN
cana-2665	28	11	,	,	PUNCT
cana-2665	28	12	optical	optical	ADJ
cana-2665	28	13	absorption	absorption	NOUN
cana-2665	28	14	,	,	PUNCT
cana-2665	28	15	carrier	carrier	NOUN
cana-2665	28	16	generation	generation	NOUN
cana-2665	28	17	and	and	CCONJ
cana-2665	28	18	collection	collection	NOUN
cana-2665	28	19	,	,	PUNCT
cana-2665	28	20	device	device	NOUN
cana-2665	28	21	geometry	geometry	NOUN
cana-2665	28	22	,	,	PUNCT
cana-2665	28	23	and	and	CCONJ
cana-2665	28	24	the	the	DET
cana-2665	28	25	influence	influence	NOUN
cana-2665	28	26	of	of	ADP
cana-2665	28	27	interfaces	interface	NOUN
cana-2665	28	28	.	.	PUNCT
cana-2665	29	1	the	the	DET
cana-2665	29	2	software	software	NOUN
cana-2665	29	3	predicts	predict	VERB
cana-2665	29	4	critical	critical	ADJ
cana-2665	29	5	performance	performance	NOUN
cana-2665	29	6	metrics	metric	NOUN
cana-2665	29	7	such	such	ADJ
cana-2665	29	8	as	as	ADP
cana-2665	29	9	current	current	ADJ
cana-2665	29	10	-	-	PUNCT
cana-2665	29	11	voltage	voltage	NOUN
cana-2665	29	12	characteristics	characteristic	NOUN
cana-2665	29	13	and	and	CCONJ
cana-2665	29	14	quantum	quantum	NOUN
cana-2665	29	15	efficiency	efficiency	NOUN
cana-2665	29	16	by	by	ADP
cana-2665	29	17	simulating	simulate	VERB
cana-2665	29	18	factors	factor	NOUN
cana-2665	29	19	like	like	ADP
cana-2665	29	20	carrier	carrier	NOUN
cana-2665	29	21	mobility	mobility	NOUN
cana-2665	29	22	,	,	PUNCT
cana-2665	29	23	recombination	recombination	NOUN
cana-2665	29	24	rates	rate	NOUN
cana-2665	29	25	,	,	PUNCT
cana-2665	29	26	and	and	CCONJ
cana-2665	29	27	optical	optical	ADJ
cana-2665	29	28	behavior	behavior	NOUN
cana-2665	29	29	.	.	PUNCT
cana-2665	30	1	figure	figure	NOUN
cana-2665	30	2	1	1	NUM
cana-2665	30	3	illustrates	illustrate	VERB
cana-2665	30	4	the	the	DET
cana-2665	30	5	scaps	scap	NOUN
cana-2665	30	6	interface	interface	NOUN
cana-2665	30	7	,	,	PUNCT
cana-2665	30	8	highlighting	highlight	VERB
cana-2665	30	9	its	its	PRON
cana-2665	30	10	user	user	NOUN
cana-2665	30	11	friendly	friendly	ADJ
cana-2665	30	12	action	action	NOUN
cana-2665	30	13	panel	panel	NOUN
cana-2665	30	14	.	.	PUNCT
cana-2665	31	1	scaps	scap	NOUN
cana-2665	31	2	employs	employ	VERB
cana-2665	31	3	numerical	numerical	ADJ
cana-2665	31	4	solutions	solution	NOUN
cana-2665	31	5	to	to	ADP
cana-2665	31	6	one	one	NUM
cana-2665	31	7	dimensional	dimensional	ADJ
cana-2665	31	8	semiconductor	semiconductor	NOUN
cana-2665	31	9	equations	equation	NOUN
cana-2665	31	10	,	,	PUNCT
cana-2665	31	11	including	include	VERB
cana-2665	31	12	poisson	poisson	NOUN
cana-2665	31	13	’s	’s	PART
cana-2665	31	14	equation	equation	NOUN
cana-2665	31	15	,	,	PUNCT
cana-2665	31	16	continuity	continuity	NOUN
cana-2665	31	17	equations	equation	NOUN
cana-2665	31	18	,	,	PUNCT
cana-2665	31	19	and	and	CCONJ
cana-2665	31	20	transport	transport	NOUN
cana-2665	31	21	equations	equation	NOUN
cana-2665	31	22	,	,	PUNCT
cana-2665	31	23	as	as	SCONJ
cana-2665	31	24	depicted	depict	VERB
cana-2665	31	25	in	in	ADP
cana-2665	31	26	figure	figure	NOUN
cana-2665	31	27	2	2	NUM
cana-2665	31	28	.	.	PUNCT
cana-2665	32	1	it	it	PRON
cana-2665	32	2	also	also	ADV
cana-2665	32	3	incorporates	incorporate	VERB
cana-2665	32	4	various	various	ADJ
cana-2665	32	5	recombination	recombination	NOUN
cana-2665	32	6	mechanisms	mechanism	NOUN
cana-2665	32	7	,	,	PUNCT
cana-2665	32	8	enabling	enable	VERB
cana-2665	32	9	a	a	DET
cana-2665	32	10	comprehensive	comprehensive	ADJ
cana-2665	32	11	evaluation	evaluation	NOUN
cana-2665	32	12	of	of	ADP
cana-2665	32	13	solar	solar	ADJ
cana-2665	32	14	cell	cell	NOUN
cana-2665	32	15	dynamics	dynamic	NOUN
cana-2665	32	16	.	.	PUNCT
cana-2665	33	1	the	the	DET
cana-2665	33	2	simulation	simulation	NOUN
cana-2665	33	3	process	process	NOUN
cana-2665	33	4	accounts	account	VERB
cana-2665	33	5	for	for	ADP
cana-2665	33	6	photon	photon	NOUN
cana-2665	33	7	absorption	absorption	NOUN
cana-2665	33	8	,	,	PUNCT
cana-2665	33	9	electron	electron	NOUN
cana-2665	33	10	-	-	PUNCT
cana-2665	33	11	hole	hole	NOUN
cana-2665	33	12	pair	pair	NOUN
cana-2665	33	13	creation	creation	NOUN
cana-2665	33	14	,	,	PUNCT
cana-2665	33	15	and	and	CCONJ
cana-2665	33	16	the	the	DET
cana-2665	33	17	movement	movement	NOUN
cana-2665	33	18	and	and	CCONJ
cana-2665	33	19	collection	collection	NOUN
cana-2665	33	20	of	of	ADP
cana-2665	33	21	carriers	carrier	NOUN
cana-2665	33	22	at	at	ADP
cana-2665	33	23	the	the	DET
cana-2665	33	24	electrodes	electrode	NOUN
cana-2665	33	25	,	,	PUNCT
cana-2665	33	26	providing	provide	VERB
cana-2665	33	27	an	an	DET
cana-2665	33	28	accurate	accurate	ADJ
cana-2665	33	29	representation	representation	NOUN
cana-2665	33	30	of	of	ADP
cana-2665	33	31	solar	solar	ADJ
cana-2665	33	32	cell	cell	NOUN
cana-2665	33	33	functionality	functionality	NOUN
cana-2665	33	34	.	.	PUNCT
cana-2665	34	1	moreover	moreover	ADV
cana-2665	34	2	,	,	PUNCT
cana-2665	34	3	scaps-1d	scaps-1d	PROPN
cana-2665	34	4	provides	provide	VERB
cana-2665	34	5	users	user	NOUN
cana-2665	34	6	with	with	ADP
cana-2665	34	7	the	the	DET
cana-2665	34	8	ability	ability	NOUN
cana-2665	34	9	to	to	PART
cana-2665	34	10	define	define	VERB
cana-2665	34	11	key	key	ADJ
cana-2665	34	12	material	material	NOUN
cana-2665	34	13	properties	property	NOUN
cana-2665	34	14	such	such	ADJ
cana-2665	34	15	as	as	ADP
cana-2665	34	16	doping	doping	NOUN
cana-2665	34	17	concentrations	concentration	NOUN
cana-2665	34	18	,	,	PUNCT
cana-2665	34	19	defect	defect	VERB
cana-2665	34	20	states	state	NOUN
cana-2665	34	21	,	,	PUNCT
cana-2665	34	22	and	and	CCONJ
cana-2665	34	23	temperature	temperature	NOUN
cana-2665	34	24	effects	effect	NOUN
cana-2665	34	25	,	,	PUNCT
cana-2665	34	26	all	all	PRON
cana-2665	34	27	of	of	ADP
cana-2665	34	28	which	which	PRON
cana-2665	34	29	significantly	significantly	ADV
cana-2665	34	30	influence	influence	VERB
cana-2665	34	31	the	the	DET
cana-2665	34	32	solar	solar	ADJ
cana-2665	34	33	cell	cell	NOUN
cana-2665	34	34	's	's	PART
cana-2665	34	35	performance	performance	NOUN
cana-2665	34	36	.	.	PUNCT
cana-2665	35	1	the	the	DET
cana-2665	35	2	tool	tool	NOUN
cana-2665	35	3	is	be	AUX
cana-2665	35	4	highly	highly	ADV
cana-2665	35	5	flexible	flexible	ADJ
cana-2665	35	6	,	,	PUNCT
cana-2665	35	7	enabling	enable	VERB
cana-2665	35	8	the	the	DET
cana-2665	35	9	simulation	simulation	NOUN
cana-2665	35	10	of	of	ADP
cana-2665	35	11	various	various	ADJ
cana-2665	35	12	solar	solar	ADJ
cana-2665	35	13	cell	cell	NOUN
cana-2665	35	14	types	type	NOUN
cana-2665	35	15	,	,	PUNCT
cana-2665	35	16	including	include	VERB
cana-2665	35	17	single	single	ADJ
cana-2665	35	18	-	-	PUNCT
cana-2665	35	19	junction	junction	NOUN
cana-2665	35	20	and	and	CCONJ
cana-2665	35	21	multijunction	multijunction	NOUN
cana-2665	35	22	designs	design	NOUN
cana-2665	35	23	,	,	PUNCT
cana-2665	35	24	by	by	ADP
cana-2665	35	25	adjusting	adjust	VERB
cana-2665	35	26	parameters	parameter	NOUN
cana-2665	35	27	like	like	ADP
cana-2665	35	28	layer	layer	NOUN
cana-2665	35	29	thickness	thickness	NOUN
cana-2665	35	30	,	,	PUNCT
cana-2665	35	31	bandgap	bandgap	NOUN
cana-2665	35	32	,	,	PUNCT
cana-2665	35	33	and	and	CCONJ
cana-2665	35	34	recombination	recombination	NOUN
cana-2665	35	35	lifetimes	lifetime	NOUN
cana-2665	35	36	.	.	PUNCT
cana-2665	36	1	this	this	DET
cana-2665	36	2	adaptability	adaptability	NOUN
cana-2665	36	3	allows	allow	VERB
cana-2665	36	4	for	for	ADP
cana-2665	36	5	in	in	ADP
cana-2665	36	6	-	-	PUNCT
cana-2665	36	7	depth	depth	NOUN
cana-2665	36	8	exploration	exploration	NOUN
cana-2665	36	9	and	and	CCONJ
cana-2665	36	10	optimization	optimization	NOUN
cana-2665	36	11	of	of	ADP
cana-2665	36	12	solar	solar	ADJ
cana-2665	36	13	cell	cell	NOUN
cana-2665	36	14	structures	structure	NOUN
cana-2665	36	15	,	,	PUNCT
cana-2665	36	16	making	make	VERB
cana-2665	36	17	scaps-1d	scaps-1d	PROPN
cana-2665	36	18	a	a	DET
cana-2665	36	19	powerful	powerful	ADJ
cana-2665	36	20	resource	resource	NOUN
cana-2665	36	21	for	for	ADP
cana-2665	36	22	investigating	investigate	VERB
cana-2665	36	23	new	new	ADJ
cana-2665	36	24	materials	material	NOUN
cana-2665	36	25	and	and	CCONJ
cana-2665	36	26	design	design	NOUN
cana-2665	36	27	approaches	approach	NOUN
cana-2665	36	28	for	for	ADP
cana-2665	36	29	enhanced	enhanced	ADJ
cana-2665	36	30	device	device	NOUN
cana-2665	36	31	performance	performance	NOUN
cana-2665	36	32	.	.	PUNCT
cana-2665	37	1	communications	communication	NOUN
cana-2665	37	2	on	on	ADP
cana-2665	37	3	applied	apply	VERB
cana-2665	37	4	nonlinear	nonlinear	ADJ
cana-2665	37	5	analysis	analysis	NOUN
cana-2665	37	6	issn	issn	NOUN
cana-2665	37	7	:	:	PUNCT
cana-2665	37	8	1074	1074	NUM
cana-2665	37	9	-	-	PUNCT
cana-2665	37	10	133x	133x	NUM
cana-2665	37	11	vol	vol	NOUN
cana-2665	37	12	32	32	NUM
cana-2665	37	13	no	no	NOUN
cana-2665	37	14	.	.	PUNCT
cana-2665	38	1	3s	3s	NUM
cana-2665	38	2	(	(	PUNCT
cana-2665	38	3	2025	2025	NUM
cana-2665	38	4	)	)	PUNCT
cana-2665	38	5	422	422	NUM
cana-2665	38	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2665	38	7	fig	fig	NOUN
cana-2665	38	8	.	.	PUNCT
cana-2665	39	1	1	1	X
cana-2665	39	2	.	.	X
cana-2665	39	3	action	action	NOUN
cana-2665	39	4	panel	panel	NOUN
cana-2665	39	5	of	of	ADP
cana-2665	39	6	scaps	scap	NOUN
cana-2665	39	7	3307	3307	NUM
cana-2665	39	8	fig	fig	NOUN
cana-2665	39	9	.	.	PUNCT
cana-2665	40	1	2	2	X
cana-2665	40	2	.	.	X
cana-2665	40	3	solar	solar	ADJ
cana-2665	40	4	cell	cell	NOUN
cana-2665	40	5	:	:	PUNCT
cana-2665	40	6	dimension	dimension	NOUN
cana-2665	40	7	equation	equation	NOUN
cana-2665	40	8	3	3	NUM
cana-2665	40	9	.	.	PUNCT
cana-2665	40	10	physical	physical	ADJ
cana-2665	40	11	framework	framework	NOUN
cana-2665	40	12	fig	fig	NOUN
cana-2665	40	13	.	.	PUNCT
cana-2665	41	1	3	3	X
cana-2665	41	2	.	.	X
cana-2665	41	3	perovskite	perovskite	VERB
cana-2665	41	4	solar	solar	ADJ
cana-2665	41	5	cell	cell	NOUN
cana-2665	41	6	:	:	PUNCT
cana-2665	41	7	structure	structure	NOUN
cana-2665	41	8	figure	figure	NOUN
cana-2665	41	9	3	3	NUM
cana-2665	41	10	illustrates	illustrate	VERB
cana-2665	41	11	the	the	DET
cana-2665	41	12	structural	structural	ADJ
cana-2665	41	13	layout	layout	NOUN
cana-2665	41	14	of	of	ADP
cana-2665	41	15	a	a	DET
cana-2665	41	16	perovskitebased	perovskitebase	VERB
cana-2665	41	17	solar	solar	ADJ
cana-2665	41	18	cell	cell	NOUN
cana-2665	41	19	,	,	PUNCT
cana-2665	41	20	which	which	PRON
cana-2665	41	21	includes	include	VERB
cana-2665	41	22	a	a	DET
cana-2665	41	23	perovskite	perovskite	NOUN
cana-2665	41	24	absorber	absorber	NOUN
cana-2665	41	25	layer	layer	NOUN
cana-2665	41	26	situated	situate	VERB
cana-2665	41	27	between	between	ADP
cana-2665	41	28	two	two	NUM
cana-2665	41	29	transport	transport	NOUN
cana-2665	41	30	layers	layer	NOUN
cana-2665	41	31	:	:	PUNCT
cana-2665	41	32	the	the	DET
cana-2665	41	33	hole	hole	NOUN
cana-2665	41	34	transport	transport	NOUN
cana-2665	41	35	layer	layer	NOUN
cana-2665	41	36	(	(	PUNCT
cana-2665	41	37	htl	htl	PROPN
cana-2665	41	38	)	)	PUNCT
cana-2665	41	39	and	and	CCONJ
cana-2665	41	40	the	the	DET
cana-2665	41	41	electron	electron	NOUN
cana-2665	41	42	transport	transport	NOUN
cana-2665	41	43	layer	layer	NOUN
cana-2665	41	44	(	(	PUNCT
cana-2665	41	45	etl	etl	NOUN
cana-2665	41	46	)	)	PUNCT
cana-2665	41	47	.	.	PUNCT
cana-2665	42	1	materials	material	NOUN
cana-2665	42	2	such	such	ADJ
cana-2665	42	3	as	as	ADP
cana-2665	42	4	niox	niox	NOUN
cana-2665	42	5	and	and	CCONJ
cana-2665	42	6	zno2	zno2	PROPN
cana-2665	42	7	are	be	AUX
cana-2665	42	8	utilized	utilize	VERB
cana-2665	42	9	for	for	ADP
cana-2665	42	10	these	these	DET
cana-2665	42	11	transport	transport	NOUN
cana-2665	42	12	layers	layer	NOUN
cana-2665	42	13	,	,	PUNCT
cana-2665	42	14	along	along	ADP
cana-2665	42	15	with	with	ADP
cana-2665	42	16	an	an	DET
cana-2665	42	17	indium	indium	NOUN
cana-2665	42	18	tin	tin	NOUN
cana-2665	42	19	oxide	oxide	NOUN
cana-2665	42	20	(	(	PUNCT
cana-2665	42	21	ito	ito	NOUN
cana-2665	42	22	)	)	PUNCT
cana-2665	42	23	layer	layer	NOUN
cana-2665	42	24	.	.	PUNCT
cana-2665	43	1	the	the	DET
cana-2665	43	2	study	study	NOUN
cana-2665	43	3	incorporates	incorporate	VERB
cana-2665	43	4	various	various	ADJ
cana-2665	43	5	perovskite	perovskite	NOUN
cana-2665	43	6	materials	material	NOUN
cana-2665	43	7	for	for	ADP
cana-2665	43	8	comparison	comparison	NOUN
cana-2665	43	9	,	,	PUNCT
cana-2665	43	10	including	include	VERB
cana-2665	43	11	methylammonium	methylammonium	NOUN
cana-2665	43	12	tin	tin	NOUN
cana-2665	43	13	iodide	iodide	NOUN
cana-2665	43	14	(	(	PUNCT
cana-2665	43	15	masni3	masni3	NOUN
cana-2665	43	16	)	)	PUNCT
cana-2665	43	17	,	,	PUNCT
cana-2665	43	18	methylammonium	methylammonium	NOUN
cana-2665	43	19	tin	tin	NOUN
cana-2665	43	20	iodide	iodide	NOUN
cana-2665	43	21	(	(	PUNCT
cana-2665	43	22	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	43	23	)	)	PUNCT
cana-2665	43	24	,	,	PUNCT
cana-2665	43	25	mixed	mixed	ADJ
cana-2665	43	26	halide	halide	NOUN
cana-2665	43	27	methylammonium	methylammonium	NOUN
cana-2665	43	28	lead	lead	VERB
cana-2665	43	29	iodide	iodide	NOUN
cana-2665	43	30	-	-	PUNCT
cana-2665	43	31	bromide	bromide	NOUN
cana-2665	43	32	(	(	PUNCT
cana-2665	43	33	ch3nh3pbixbr1	ch3nh3pbixbr1	NOUN
cana-2665	43	34	-	-	PUNCT
cana-2665	43	35	x	x	NOUN
cana-2665	43	36	or	or	CCONJ
cana-2665	43	37	mapbixbr1	mapbixbr1	ADV
cana-2665	43	38	-	-	PUNCT
cana-2665	43	39	x	x	NOUN
cana-2665	43	40	)	)	PUNCT
cana-2665	43	41	,	,	PUNCT
cana-2665	43	42	cesium	cesium	NOUN
cana-2665	43	43	lead	lead	NOUN
cana-2665	43	44	iodide	iodide	NOUN
cana-2665	43	45	(	(	PUNCT
cana-2665	43	46	cspbi3	cspbi3	NOUN
cana-2665	43	47	)	)	PUNCT
cana-2665	43	48	,	,	PUNCT
cana-2665	43	49	cesium	cesium	NOUN
cana-2665	43	50	tin	tin	NOUN
cana-2665	43	51	germanium	germanium	NOUN
cana-2665	43	52	iodide	iodide	NOUN
cana-2665	43	53	(	(	PUNCT
cana-2665	43	54	ch3nh3pbi3	ch3nh3pbi3	NOUN
cana-2665	43	55	or	or	CCONJ
cana-2665	43	56	mapbi3	mapbi3	NOUN
cana-2665	43	57	)	)	PUNCT
cana-2665	43	58	.	.	PUNCT
cana-2665	44	1	each	each	PRON
cana-2665	44	2	of	of	ADP
cana-2665	44	3	these	these	DET
cana-2665	44	4	materials	material	NOUN
cana-2665	44	5	showcases	showcase	VERB
cana-2665	44	6	unique	unique	ADJ
cana-2665	44	7	properties	property	NOUN
cana-2665	44	8	and	and	CCONJ
cana-2665	44	9	potential	potential	NOUN
cana-2665	44	10	for	for	ADP
cana-2665	44	11	photovoltaic	photovoltaic	NOUN
cana-2665	44	12	applications	application	NOUN
cana-2665	44	13	.	.	PUNCT
cana-2665	45	1	masni3	masni3	PROPN
cana-2665	45	2	and	and	CCONJ
cana-2665	45	3	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	45	4	,	,	PUNCT
cana-2665	45	5	characterized	characterize	VERB
cana-2665	45	6	by	by	ADP
cana-2665	45	7	their	their	PRON
cana-2665	45	8	methylammonium	methylammonium	NOUN
cana-2665	45	9	cations	cation	NOUN
cana-2665	45	10	and	and	CCONJ
cana-2665	45	11	tin	tin	NOUN
cana-2665	45	12	iodide	iodide	NOUN
cana-2665	45	13	composition	composition	NOUN
cana-2665	45	14	,	,	PUNCT
cana-2665	45	15	exhibit	exhibit	VERB
cana-2665	45	16	excellent	excellent	ADJ
cana-2665	45	17	optoelectronic	optoelectronic	ADJ
cana-2665	45	18	properties	property	NOUN
cana-2665	45	19	and	and	CCONJ
cana-2665	45	20	are	be	AUX
cana-2665	45	21	under	under	ADP
cana-2665	45	22	investigation	investigation	NOUN
cana-2665	45	23	for	for	ADP
cana-2665	45	24	solar	solar	ADJ
cana-2665	45	25	cell	cell	NOUN
cana-2665	45	26	development	development	NOUN
cana-2665	45	27	.	.	PUNCT
cana-2665	46	1	the	the	DET
cana-2665	46	2	mixed	mixed	ADJ
cana-2665	46	3	halide	halide	NOUN
cana-2665	46	4	perovskite	perovskite	NOUN
cana-2665	46	5	mapbixbr1	mapbixbr1	NOUN
cana-2665	46	6	-	-	PUNCT
cana-2665	46	7	x	x	NOUN
cana-2665	46	8	is	be	AUX
cana-2665	46	9	notable	notable	ADJ
cana-2665	46	10	for	for	SCONJ
cana-2665	46	11	its	its	PRON
cana-2665	46	12	iodide	iodide	NOUN
cana-2665	46	13	-	-	PUNCT
cana-2665	46	14	bromide	bromide	NOUN
cana-2665	46	15	communications	communication	NOUN
cana-2665	46	16	on	on	ADP
cana-2665	46	17	applied	apply	VERB
cana-2665	46	18	nonlinear	nonlinear	ADJ
cana-2665	46	19	analysis	analysis	NOUN
cana-2665	46	20	issn	issn	NOUN
cana-2665	46	21	:	:	PUNCT
cana-2665	46	22	1074	1074	NUM
cana-2665	46	23	-	-	PUNCT
cana-2665	46	24	133x	133x	NUM
cana-2665	46	25	vol	vol	NOUN
cana-2665	46	26	32	32	NUM
cana-2665	46	27	no	no	NOUN
cana-2665	46	28	.	.	PUNCT
cana-2665	47	1	3s	3s	NUM
cana-2665	47	2	(	(	PUNCT
cana-2665	47	3	2025	2025	NUM
cana-2665	47	4	)	)	PUNCT
cana-2665	47	5	423	423	NUM
cana-2665	47	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	47	7	composition	composition	NOUN
cana-2665	47	8	,	,	PUNCT
cana-2665	47	9	which	which	PRON
cana-2665	47	10	contributes	contribute	VERB
cana-2665	47	11	to	to	ADP
cana-2665	47	12	its	its	PRON
cana-2665	47	13	high	high	ADJ
cana-2665	47	14	power	power	NOUN
cana-2665	47	15	conversion	conversion	NOUN
cana-2665	47	16	efficiency	efficiency	NOUN
cana-2665	47	17	,	,	PUNCT
cana-2665	47	18	making	make	VERB
cana-2665	47	19	it	it	PRON
cana-2665	47	20	a	a	DET
cana-2665	47	21	popular	popular	ADJ
cana-2665	47	22	choice	choice	NOUN
cana-2665	47	23	in	in	ADP
cana-2665	47	24	photovoltaic	photovoltaic	NOUN
cana-2665	47	25	research	research	NOUN
cana-2665	47	26	.	.	PUNCT
cana-2665	48	1	cesium	cesium	NOUN
cana-2665	48	2	lead	lead	NOUN
cana-2665	48	3	iodide	iodide	NOUN
cana-2665	48	4	(	(	PUNCT
cana-2665	48	5	cspbi3	cspbi3	PROPN
cana-2665	48	6	)	)	PUNCT
cana-2665	48	7	stands	stand	VERB
cana-2665	48	8	out	out	ADP
cana-2665	48	9	for	for	ADP
cana-2665	48	10	its	its	PRON
cana-2665	48	11	stability	stability	NOUN
cana-2665	48	12	and	and	CCONJ
cana-2665	48	13	desirable	desirable	ADJ
cana-2665	48	14	electronic	electronic	ADJ
cana-2665	48	15	attributes	attribute	NOUN
cana-2665	48	16	,	,	PUNCT
cana-2665	48	17	enhancing	enhance	VERB
cana-2665	48	18	its	its	PRON
cana-2665	48	19	suitability	suitability	NOUN
cana-2665	48	20	for	for	ADP
cana-2665	48	21	solar	solar	ADJ
cana-2665	48	22	cell	cell	NOUN
cana-2665	48	23	use	use	NOUN
cana-2665	48	24	.	.	PUNCT
cana-2665	49	1	cesium	cesium	NOUN
cana-2665	49	2	tin	tin	NOUN
cana-2665	49	3	germanium	germanium	NOUN
cana-2665	49	4	iodide	iodide	NOUN
cana-2665	49	5	(	(	PUNCT
cana-2665	49	6	cssngei3	cssngei3	NOUN
cana-2665	49	7	)	)	PUNCT
cana-2665	49	8	offers	offer	VERB
cana-2665	49	9	a	a	DET
cana-2665	49	10	tunable	tunable	ADJ
cana-2665	49	11	bandgap	bandgap	NOUN
cana-2665	49	12	,	,	PUNCT
cana-2665	49	13	making	make	VERB
cana-2665	49	14	it	it	PRON
cana-2665	49	15	a	a	DET
cana-2665	49	16	promising	promising	ADJ
cana-2665	49	17	light	light	ADJ
cana-2665	49	18	-	-	PUNCT
cana-2665	49	19	absorbing	absorb	VERB
cana-2665	49	20	material	material	NOUN
cana-2665	49	21	.	.	PUNCT
cana-2665	50	1	lastly	lastly	ADV
cana-2665	50	2	,	,	PUNCT
cana-2665	50	3	mapbi3	mapbi3	PROPN
cana-2665	50	4	is	be	AUX
cana-2665	50	5	widely	widely	ADV
cana-2665	50	6	recognized	recognize	VERB
cana-2665	50	7	for	for	ADP
cana-2665	50	8	its	its	PRON
cana-2665	50	9	exceptional	exceptional	ADJ
cana-2665	50	10	efficiency	efficiency	NOUN
cana-2665	50	11	and	and	CCONJ
cana-2665	50	12	ease	ease	NOUN
cana-2665	50	13	of	of	ADP
cana-2665	50	14	processing	processing	NOUN
cana-2665	50	15	,	,	PUNCT
cana-2665	50	16	establishing	establish	VERB
cana-2665	50	17	it	it	PRON
cana-2665	50	18	as	as	ADP
cana-2665	50	19	one	one	NUM
cana-2665	50	20	of	of	ADP
cana-2665	50	21	the	the	DET
cana-2665	50	22	most	most	ADV
cana-2665	50	23	extensively	extensively	ADV
cana-2665	50	24	studied	study	VERB
cana-2665	50	25	materials	material	NOUN
cana-2665	50	26	in	in	ADP
cana-2665	50	27	perovskite	perovskite	ADJ
cana-2665	50	28	solar	solar	ADJ
cana-2665	50	29	cell	cell	NOUN
cana-2665	50	30	research	research	NOUN
cana-2665	50	31	.	.	PUNCT
cana-2665	51	1	fig	fig	NOUN
cana-2665	51	2	.	.	PUNCT
cana-2665	52	1	4	4	X
cana-2665	52	2	.	.	X
cana-2665	52	3	parameters	parameter	NOUN
cana-2665	52	4	figure	figure	VERB
cana-2665	52	5	4	4	NUM
cana-2665	52	6	outlines	outline	VERB
cana-2665	52	7	the	the	DET
cana-2665	52	8	material	material	NOUN
cana-2665	52	9	parameters	parameter	NOUN
cana-2665	52	10	for	for	ADP
cana-2665	52	11	the	the	DET
cana-2665	52	12	perovskite	perovskite	NOUN
cana-2665	52	13	layers	layer	NOUN
cana-2665	52	14	and	and	CCONJ
cana-2665	52	15	other	other	ADJ
cana-2665	52	16	components	component	NOUN
cana-2665	52	17	,	,	PUNCT
cana-2665	52	18	including	include	VERB
cana-2665	52	19	the	the	DET
cana-2665	52	20	htl	htl	PROPN
cana-2665	52	21	,	,	PUNCT
cana-2665	52	22	etl	etl	NOUN
cana-2665	52	23	,	,	PUNCT
cana-2665	52	24	and	and	CCONJ
cana-2665	52	25	ito	ito	PROPN
cana-2665	52	26	.	.	PROPN
cana-2665	52	27	specific	specific	ADJ
cana-2665	52	28	parameters	parameter	NOUN
cana-2665	52	29	provided	provide	VERB
cana-2665	52	30	for	for	ADP
cana-2665	52	31	masni3	masni3	PROPN
cana-2665	52	32	,	,	PUNCT
cana-2665	52	33	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	52	34	,	,	PUNCT
cana-2665	52	35	mapbixbr1	mapbixbr1	NOUN
cana-2665	52	36	-	-	PUNCT
cana-2665	52	37	x	x	ADJ
cana-2665	52	38	,	,	PUNCT
cana-2665	52	39	cspbi3	cspbi3	PROPN
cana-2665	52	40	,	,	PUNCT
cana-2665	52	41	cssngei3	cssngei3	NOUN
cana-2665	52	42	,	,	PUNCT
cana-2665	52	43	and	and	CCONJ
cana-2665	52	44	mapbi3	mapbi3	NOUN
cana-2665	52	45	include	include	VERB
cana-2665	52	46	thickness	thickness	NOUN
cana-2665	52	47	,	,	PUNCT
cana-2665	52	48	bandgap	bandgap	NOUN
cana-2665	52	49	,	,	PUNCT
cana-2665	52	50	electron	electron	NOUN
cana-2665	52	51	affinity	affinity	NOUN
cana-2665	52	52	,	,	PUNCT
cana-2665	52	53	relative	relative	ADJ
cana-2665	52	54	permittivity	permittivity	NOUN
cana-2665	52	55	,	,	PUNCT
cana-2665	52	56	density	density	NOUN
cana-2665	52	57	of	of	ADP
cana-2665	52	58	states	state	NOUN
cana-2665	52	59	(	(	PUNCT
cana-2665	52	60	dos	do	NOUN
cana-2665	52	61	)	)	PUNCT
cana-2665	52	62	in	in	ADP
cana-2665	52	63	the	the	DET
cana-2665	52	64	conduction	conduction	NOUN
cana-2665	52	65	and	and	CCONJ
cana-2665	52	66	valence	valence	NOUN
cana-2665	52	67	bands	band	NOUN
cana-2665	52	68	,	,	PUNCT
cana-2665	52	69	electron	electron	NOUN
cana-2665	52	70	and	and	CCONJ
cana-2665	52	71	hole	hole	NOUN
cana-2665	52	72	mobility	mobility	NOUN
cana-2665	52	73	,	,	PUNCT
cana-2665	52	74	and	and	CCONJ
cana-2665	52	75	doping	dope	VERB
cana-2665	52	76	concentrations	concentration	NOUN
cana-2665	52	77	for	for	ADP
cana-2665	52	78	both	both	DET
cana-2665	52	79	donors	donor	NOUN
cana-2665	52	80	and	and	CCONJ
cana-2665	52	81	acceptors	acceptor	NOUN
cana-2665	52	82	.	.	PUNCT
cana-2665	53	1	additionally	additionally	ADV
cana-2665	53	2	,	,	PUNCT
cana-2665	53	3	the	the	DET
cana-2665	53	4	material	material	NOUN
cana-2665	53	5	properties	property	NOUN
cana-2665	53	6	of	of	ADP
cana-2665	53	7	niox	niox	NOUN
cana-2665	53	8	,	,	PUNCT
cana-2665	53	9	zno2	zno2	PROPN
cana-2665	53	10	,	,	PUNCT
cana-2665	53	11	and	and	CCONJ
cana-2665	53	12	ito	ito	PROPN
cana-2665	53	13	are	be	AUX
cana-2665	53	14	detailed	detail	VERB
cana-2665	53	15	to	to	PART
cana-2665	53	16	provide	provide	VERB
cana-2665	53	17	a	a	DET
cana-2665	53	18	comprehensive	comprehensive	ADJ
cana-2665	53	19	understanding	understanding	NOUN
cana-2665	53	20	of	of	ADP
cana-2665	53	21	the	the	DET
cana-2665	53	22	device	device	NOUN
cana-2665	53	23	’s	’s	PART
cana-2665	53	24	structural	structural	ADJ
cana-2665	53	25	and	and	CCONJ
cana-2665	53	26	functional	functional	ADJ
cana-2665	53	27	characteristics	characteristic	NOUN
cana-2665	53	28	.	.	PUNCT
cana-2665	54	1	4	4	X
cana-2665	54	2	.	.	X
cana-2665	54	3	simulation	simulation	NOUN
cana-2665	54	4	insights	insight	NOUN
cana-2665	54	5	when	when	SCONJ
cana-2665	54	6	the	the	DET
cana-2665	54	7	scaps	scap	NOUN
cana-2665	54	8	software	software	NOUN
cana-2665	54	9	is	be	AUX
cana-2665	54	10	launched	launch	VERB
cana-2665	54	11	,	,	PUNCT
cana-2665	54	12	the	the	DET
cana-2665	54	13	simulation	simulation	NOUN
cana-2665	54	14	process	process	NOUN
cana-2665	54	15	begins	begin	VERB
cana-2665	54	16	with	with	ADP
cana-2665	54	17	defining	define	VERB
cana-2665	54	18	the	the	DET
cana-2665	54	19	essential	essential	ADJ
cana-2665	54	20	parameters	parameter	NOUN
cana-2665	54	21	required	require	VERB
cana-2665	54	22	for	for	ADP
cana-2665	54	23	modeling	modeling	NOUN
cana-2665	54	24	.	.	PUNCT
cana-2665	55	1	users	user	NOUN
cana-2665	55	2	specify	specify	VERB
cana-2665	55	3	the	the	DET
cana-2665	55	4	structural	structural	ADJ
cana-2665	55	5	and	and	CCONJ
cana-2665	55	6	physical	physical	ADJ
cana-2665	55	7	properties	property	NOUN
cana-2665	55	8	of	of	ADP
cana-2665	55	9	the	the	DET
cana-2665	55	10	semiconductor	semiconductor	NOUN
cana-2665	55	11	device	device	NOUN
cana-2665	55	12	by	by	ADP
cana-2665	55	13	navigating	navigate	VERB
cana-2665	55	14	through	through	ADP
cana-2665	55	15	the	the	DET
cana-2665	55	16	software	software	NOUN
cana-2665	55	17	’s	’s	PART
cana-2665	55	18	interface	interface	NOUN
cana-2665	55	19	,	,	PUNCT
cana-2665	55	20	ensuring	ensure	VERB
cana-2665	55	21	that	that	SCONJ
cana-2665	55	22	every	every	DET
cana-2665	55	23	detail	detail	NOUN
cana-2665	55	24	aligns	align	VERB
cana-2665	55	25	with	with	ADP
cana-2665	55	26	the	the	DET
cana-2665	55	27	intended	intend	VERB
cana-2665	55	28	design	design	NOUN
cana-2665	55	29	.	.	PUNCT
cana-2665	56	1	this	this	PRON
cana-2665	56	2	involves	involve	VERB
cana-2665	56	3	configuring	configuring	NOUN
cana-2665	56	4	layers	layer	NOUN
cana-2665	56	5	,	,	PUNCT
cana-2665	56	6	materials	material	NOUN
cana-2665	56	7	,	,	PUNCT
cana-2665	56	8	and	and	CCONJ
cana-2665	56	9	their	their	PRON
cana-2665	56	10	characteristics	characteristic	NOUN
cana-2665	56	11	to	to	PART
cana-2665	56	12	accurately	accurately	ADV
cana-2665	56	13	replicate	replicate	VERB
cana-2665	56	14	the	the	DET
cana-2665	56	15	device	device	NOUN
cana-2665	56	16	’s	’s	PART
cana-2665	56	17	behavior	behavior	NOUN
cana-2665	56	18	.	.	PUNCT
cana-2665	57	1	following	follow	VERB
cana-2665	57	2	this	this	PRON
cana-2665	57	3	,	,	PUNCT
cana-2665	57	4	users	user	NOUN
cana-2665	57	5	establish	establish	VERB
cana-2665	57	6	environmental	environmental	ADJ
cana-2665	57	7	conditions	condition	NOUN
cana-2665	57	8	,	,	PUNCT
cana-2665	57	9	such	such	ADJ
cana-2665	57	10	as	as	ADP
cana-2665	57	11	temperature	temperature	NOUN
cana-2665	57	12	and	and	CCONJ
cana-2665	57	13	applied	apply	VERB
cana-2665	57	14	external	external	ADJ
cana-2665	57	15	stimuli	stimulus	NOUN
cana-2665	57	16	,	,	PUNCT
cana-2665	57	17	to	to	PART
cana-2665	57	18	mimic	mimic	VERB
cana-2665	57	19	real	real	ADJ
cana-2665	57	20	world	world	NOUN
cana-2665	57	21	operational	operational	ADJ
cana-2665	57	22	scenarios	scenario	NOUN
cana-2665	57	23	.	.	PUNCT
cana-2665	58	1	once	once	ADV
cana-2665	58	2	all	all	DET
cana-2665	58	3	configurations	configuration	NOUN
cana-2665	58	4	are	be	AUX
cana-2665	58	5	finalized	finalize	VERB
cana-2665	58	6	,	,	PUNCT
cana-2665	58	7	the	the	DET
cana-2665	58	8	simulation	simulation	NOUN
cana-2665	58	9	is	be	AUX
cana-2665	58	10	executed	execute	VERB
cana-2665	58	11	,	,	PUNCT
cana-2665	58	12	and	and	CCONJ
cana-2665	58	13	scaps	scap	NOUN
cana-2665	58	14	generates	generate	VERB
cana-2665	58	15	detailed	detailed	ADJ
cana-2665	58	16	results	result	NOUN
cana-2665	58	17	,	,	PUNCT
cana-2665	58	18	offering	offer	VERB
cana-2665	58	19	comprehensive	comprehensive	ADJ
cana-2665	58	20	insights	insight	NOUN
cana-2665	58	21	into	into	ADP
cana-2665	58	22	the	the	DET
cana-2665	58	23	electrical	electrical	ADJ
cana-2665	58	24	and	and	CCONJ
cana-2665	58	25	optical	optical	ADJ
cana-2665	58	26	behavior	behavior	NOUN
cana-2665	58	27	of	of	ADP
cana-2665	58	28	the	the	DET
cana-2665	58	29	device	device	NOUN
cana-2665	58	30	.	.	PUNCT
cana-2665	59	1	this	this	DET
cana-2665	59	2	systematic	systematic	ADJ
cana-2665	59	3	process	process	NOUN
cana-2665	59	4	facilitates	facilitate	VERB
cana-2665	59	5	an	an	DET
cana-2665	59	6	accurate	accurate	ADJ
cana-2665	59	7	understanding	understanding	NOUN
cana-2665	59	8	of	of	ADP
cana-2665	59	9	semiconductor	semiconductor	NOUN
cana-2665	59	10	performance	performance	NOUN
cana-2665	59	11	,	,	PUNCT
cana-2665	59	12	making	make	VERB
cana-2665	59	13	scaps	scap	NOUN
cana-2665	59	14	a	a	DET
cana-2665	59	15	critical	critical	ADJ
cana-2665	59	16	tool	tool	NOUN
cana-2665	59	17	for	for	ADP
cana-2665	59	18	advancing	advance	VERB
cana-2665	59	19	photovoltaic	photovoltaic	NOUN
cana-2665	59	20	technology	technology	NOUN
cana-2665	59	21	.	.	PUNCT
cana-2665	60	1	the	the	DET
cana-2665	60	2	simulation	simulation	NOUN
cana-2665	60	3	focuses	focus	VERB
cana-2665	60	4	on	on	ADP
cana-2665	60	5	analyzing	analyze	VERB
cana-2665	60	6	the	the	DET
cana-2665	60	7	device	device	NOUN
cana-2665	60	8	’s	’s	PART
cana-2665	60	9	operational	operational	ADJ
cana-2665	60	10	characteristics	characteristic	NOUN
cana-2665	60	11	through	through	ADP
cana-2665	60	12	its	its	PRON
cana-2665	60	13	current	current	ADJ
cana-2665	60	14	density	density	NOUN
cana-2665	60	15	versus	versus	ADP
cana-2665	60	16	voltage	voltage	NOUN
cana-2665	60	17	(	(	PUNCT
cana-2665	60	18	jv	jv	NOUN
cana-2665	60	19	)	)	PUNCT
cana-2665	60	20	curve	curve	NOUN
cana-2665	60	21	,	,	PUNCT
cana-2665	60	22	a	a	DET
cana-2665	60	23	fundamental	fundamental	ADJ
cana-2665	60	24	representation	representation	NOUN
cana-2665	60	25	of	of	ADP
cana-2665	60	26	solar	solar	ADJ
cana-2665	60	27	cell	cell	NOUN
cana-2665	60	28	performance	performance	NOUN
cana-2665	60	29	.	.	PUNCT
cana-2665	61	1	additionally	additionally	ADV
cana-2665	61	2	,	,	PUNCT
cana-2665	61	3	key	key	ADJ
cana-2665	61	4	performance	performance	NOUN
cana-2665	61	5	metrics	metric	NOUN
cana-2665	61	6	,	,	PUNCT
cana-2665	61	7	including	include	VERB
cana-2665	61	8	opencircuit	opencircuit	NOUN
cana-2665	61	9	voltage	voltage	NOUN
cana-2665	61	10	(	(	PUNCT
cana-2665	61	11	voc	voc	NOUN
cana-2665	61	12	)	)	PUNCT
cana-2665	61	13	,	,	PUNCT
cana-2665	61	14	short	short	ADJ
cana-2665	61	15	circuit	circuit	NOUN
cana-2665	61	16	current	current	ADJ
cana-2665	61	17	density	density	NOUN
cana-2665	61	18	(	(	PUNCT
cana-2665	61	19	jsc	jsc	PROPN
cana-2665	61	20	)	)	PUNCT
cana-2665	61	21	,	,	PUNCT
cana-2665	61	22	fill	fill	NOUN
cana-2665	61	23	factor	factor	NOUN
cana-2665	61	24	(	(	PUNCT
cana-2665	61	25	ff	ff	NOUN
cana-2665	61	26	)	)	PUNCT
cana-2665	61	27	,	,	PUNCT
cana-2665	61	28	and	and	CCONJ
cana-2665	61	29	power	power	NOUN
cana-2665	61	30	conversion	conversion	NOUN
cana-2665	61	31	efficiency	efficiency	NOUN
cana-2665	61	32	(	(	PUNCT
cana-2665	61	33	pce	pce	PROPN
cana-2665	61	34	)	)	PUNCT
cana-2665	61	35	,	,	PUNCT
cana-2665	61	36	are	be	AUX
cana-2665	61	37	assessed	assess	VERB
cana-2665	61	38	.	.	PUNCT
cana-2665	62	1	these	these	DET
cana-2665	62	2	parameters	parameter	NOUN
cana-2665	62	3	provide	provide	VERB
cana-2665	62	4	a	a	DET
cana-2665	62	5	thorough	thorough	ADJ
cana-2665	62	6	understanding	understanding	NOUN
cana-2665	62	7	of	of	ADP
cana-2665	62	8	the	the	DET
cana-2665	62	9	material	material	NOUN
cana-2665	62	10	’s	’s	PART
cana-2665	62	11	electronic	electronic	ADJ
cana-2665	62	12	properties	property	NOUN
cana-2665	62	13	and	and	CCONJ
cana-2665	62	14	their	their	PRON
cana-2665	62	15	impact	impact	NOUN
cana-2665	62	16	on	on	ADP
cana-2665	62	17	energy	energy	NOUN
cana-2665	62	18	conversion	conversion	NOUN
cana-2665	62	19	efficiency	efficiency	NOUN
cana-2665	62	20	,	,	PUNCT
cana-2665	62	21	aiding	aid	VERB
cana-2665	62	22	in	in	ADP
cana-2665	62	23	the	the	DET
cana-2665	62	24	identification	identification	NOUN
cana-2665	62	25	of	of	ADP
cana-2665	62	26	optimal	optimal	ADJ
cana-2665	62	27	materials	material	NOUN
cana-2665	62	28	and	and	CCONJ
cana-2665	62	29	configurations	configuration	NOUN
cana-2665	62	30	for	for	ADP
cana-2665	62	31	solar	solar	ADJ
cana-2665	62	32	cell	cell	NOUN
cana-2665	62	33	applications	application	NOUN
cana-2665	62	34	.	.	PUNCT
cana-2665	63	1	in	in	ADP
cana-2665	63	2	this	this	DET
cana-2665	63	3	study	study	NOUN
cana-2665	63	4	,	,	PUNCT
cana-2665	63	5	the	the	DET
cana-2665	63	6	performance	performance	NOUN
cana-2665	63	7	of	of	ADP
cana-2665	63	8	communications	communication	NOUN
cana-2665	63	9	on	on	ADP
cana-2665	63	10	applied	apply	VERB
cana-2665	63	11	nonlinear	nonlinear	ADJ
cana-2665	63	12	analysis	analysis	NOUN
cana-2665	63	13	issn	issn	NOUN
cana-2665	63	14	:	:	PUNCT
cana-2665	63	15	1074	1074	NUM
cana-2665	63	16	-	-	PUNCT
cana-2665	63	17	133x	133x	NUM
cana-2665	63	18	vol	vol	NOUN
cana-2665	63	19	32	32	NUM
cana-2665	63	20	no	no	NOUN
cana-2665	63	21	.	.	PUNCT
cana-2665	64	1	3s	3s	NUM
cana-2665	64	2	(	(	PUNCT
cana-2665	64	3	2025	2025	NUM
cana-2665	64	4	)	)	PUNCT
cana-2665	64	5	424	424	NUM
cana-2665	64	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	64	7	various	various	ADJ
cana-2665	64	8	perovskite	perovskite	NOUN
cana-2665	64	9	absorber	absorber	NOUN
cana-2665	64	10	materials	material	NOUN
cana-2665	64	11	is	be	AUX
cana-2665	64	12	explored	explore	VERB
cana-2665	64	13	based	base	VERB
cana-2665	64	14	on	on	ADP
cana-2665	64	15	their	their	PRON
cana-2665	64	16	jv	jv	NOUN
cana-2665	64	17	characteristics	characteristic	NOUN
cana-2665	64	18	and	and	CCONJ
cana-2665	64	19	efficiencies	efficiency	NOUN
cana-2665	64	20	.	.	PUNCT
cana-2665	65	1	fig	fig	NOUN
cana-2665	65	2	.	.	PUNCT
cana-2665	66	1	5	5	NUM
cana-2665	66	2	.	.	X
cana-2665	66	3	jv	jv	NOUN
cana-2665	66	4	curve	curve	NOUN
cana-2665	66	5	of	of	ADP
cana-2665	66	6	masni3	masni3	PROPN
cana-2665	66	7	fig	fig	NOUN
cana-2665	66	8	.	.	PUNCT
cana-2665	67	1	6	6	NUM
cana-2665	67	2	.	.	X
cana-2665	67	3	jv	jv	NOUN
cana-2665	67	4	curve	curve	NOUN
cana-2665	67	5	of	of	ADP
cana-2665	67	6	ch3nh3sni3	ch3nh3sni3	PROPN
cana-2665	67	7	scaps-1d	scaps-1d	PROPN
cana-2665	67	8	plays	play	VERB
cana-2665	67	9	a	a	DET
cana-2665	67	10	pivotal	pivotal	ADJ
cana-2665	67	11	role	role	NOUN
cana-2665	67	12	in	in	ADP
cana-2665	67	13	the	the	DET
cana-2665	67	14	simulation	simulation	NOUN
cana-2665	67	15	and	and	CCONJ
cana-2665	67	16	analysis	analysis	NOUN
cana-2665	67	17	of	of	ADP
cana-2665	67	18	solar	solar	ADJ
cana-2665	67	19	cells	cell	NOUN
cana-2665	67	20	by	by	ADP
cana-2665	67	21	offering	offer	VERB
cana-2665	67	22	a	a	DET
cana-2665	67	23	highly	highly	ADV
cana-2665	67	24	detailed	detailed	ADJ
cana-2665	67	25	and	and	CCONJ
cana-2665	67	26	customizable	customizable	ADJ
cana-2665	67	27	platform	platform	NOUN
cana-2665	67	28	.	.	PUNCT
cana-2665	68	1	the	the	DET
cana-2665	68	2	process	process	NOUN
cana-2665	68	3	begins	begin	VERB
cana-2665	68	4	with	with	ADP
cana-2665	68	5	the	the	DET
cana-2665	68	6	careful	careful	ADJ
cana-2665	68	7	definition	definition	NOUN
cana-2665	68	8	of	of	ADP
cana-2665	68	9	the	the	DET
cana-2665	68	10	device	device	NOUN
cana-2665	68	11	's	's	PART
cana-2665	68	12	structural	structural	ADJ
cana-2665	68	13	and	and	CCONJ
cana-2665	68	14	material	material	NOUN
cana-2665	68	15	properties	property	NOUN
cana-2665	68	16	.	.	PUNCT
cana-2665	69	1	users	user	NOUN
cana-2665	69	2	configure	configure	VERB
cana-2665	69	3	each	each	DET
cana-2665	69	4	layer	layer	NOUN
cana-2665	69	5	of	of	ADP
cana-2665	69	6	the	the	DET
cana-2665	69	7	solar	solar	ADJ
cana-2665	69	8	cell	cell	NOUN
cana-2665	69	9	,	,	PUNCT
cana-2665	69	10	specifying	specify	VERB
cana-2665	69	11	parameters	parameter	NOUN
cana-2665	69	12	such	such	ADJ
cana-2665	69	13	as	as	ADP
cana-2665	69	14	thickness	thickness	NOUN
cana-2665	69	15	,	,	PUNCT
cana-2665	69	16	bandgap	bandgap	NOUN
cana-2665	69	17	,	,	PUNCT
cana-2665	69	18	doping	doping	NOUN
cana-2665	69	19	concentration	concentration	NOUN
cana-2665	69	20	,	,	PUNCT
cana-2665	69	21	and	and	CCONJ
cana-2665	69	22	defect	defect	NOUN
cana-2665	69	23	levels	level	NOUN
cana-2665	69	24	.	.	PUNCT
cana-2665	70	1	these	these	DET
cana-2665	70	2	properties	property	NOUN
cana-2665	70	3	are	be	AUX
cana-2665	70	4	critical	critical	ADJ
cana-2665	70	5	for	for	ADP
cana-2665	70	6	accurately	accurately	ADV
cana-2665	70	7	modeling	model	VERB
cana-2665	70	8	the	the	DET
cana-2665	70	9	behavior	behavior	NOUN
cana-2665	70	10	of	of	ADP
cana-2665	70	11	the	the	DET
cana-2665	70	12	solar	solar	ADJ
cana-2665	70	13	cell	cell	NOUN
cana-2665	70	14	under	under	ADP
cana-2665	70	15	different	different	ADJ
cana-2665	70	16	conditions	condition	NOUN
cana-2665	70	17	.	.	PUNCT
cana-2665	71	1	the	the	DET
cana-2665	71	2	software	software	NOUN
cana-2665	71	3	also	also	ADV
cana-2665	71	4	allows	allow	VERB
cana-2665	71	5	for	for	ADP
cana-2665	71	6	the	the	DET
cana-2665	71	7	inclusion	inclusion	NOUN
cana-2665	71	8	of	of	ADP
cana-2665	71	9	recombination	recombination	NOUN
cana-2665	71	10	mechanisms	mechanism	NOUN
cana-2665	71	11	and	and	CCONJ
cana-2665	71	12	trap	trap	NOUN
cana-2665	71	13	states	state	NOUN
cana-2665	71	14	,	,	PUNCT
cana-2665	71	15	ensuring	ensure	VERB
cana-2665	71	16	a	a	DET
cana-2665	71	17	realistic	realistic	ADJ
cana-2665	71	18	representation	representation	NOUN
cana-2665	71	19	of	of	ADP
cana-2665	71	20	carrier	carrier	NOUN
cana-2665	71	21	dynamics	dynamic	NOUN
cana-2665	71	22	within	within	ADP
cana-2665	71	23	the	the	DET
cana-2665	71	24	device	device	NOUN
cana-2665	71	25	.	.	PUNCT
cana-2665	72	1	environmental	environmental	ADJ
cana-2665	72	2	factors	factor	NOUN
cana-2665	72	3	,	,	PUNCT
cana-2665	72	4	such	such	ADJ
cana-2665	72	5	as	as	ADP
cana-2665	72	6	operating	operate	VERB
cana-2665	72	7	temperature	temperature	NOUN
cana-2665	72	8	and	and	CCONJ
cana-2665	72	9	illumination	illumination	NOUN
cana-2665	72	10	intensity	intensity	NOUN
cana-2665	72	11	,	,	PUNCT
cana-2665	72	12	can	can	AUX
cana-2665	72	13	be	be	AUX
cana-2665	72	14	adjusted	adjust	VERB
cana-2665	72	15	to	to	PART
cana-2665	72	16	simulate	simulate	VERB
cana-2665	72	17	real	real	ADJ
cana-2665	72	18	-	-	PUNCT
cana-2665	72	19	world	world	NOUN
cana-2665	72	20	conditions	condition	NOUN
cana-2665	72	21	.	.	PUNCT
cana-2665	73	1	by	by	ADP
cana-2665	73	2	incorporating	incorporate	VERB
cana-2665	73	3	these	these	DET
cana-2665	73	4	parameters	parameter	NOUN
cana-2665	73	5	,	,	PUNCT
cana-2665	73	6	scaps	scap	NOUN
cana-2665	73	7	ensures	ensure	VERB
cana-2665	73	8	that	that	SCONJ
cana-2665	73	9	the	the	DET
cana-2665	73	10	simulation	simulation	NOUN
cana-2665	73	11	closely	closely	ADV
cana-2665	73	12	replicates	replicate	VERB
cana-2665	73	13	the	the	DET
cana-2665	73	14	operational	operational	ADJ
cana-2665	73	15	behavior	behavior	NOUN
cana-2665	73	16	of	of	ADP
cana-2665	73	17	the	the	DET
cana-2665	73	18	actual	actual	ADJ
cana-2665	73	19	device	device	NOUN
cana-2665	73	20	.	.	PUNCT
cana-2665	74	1	once	once	SCONJ
cana-2665	74	2	the	the	DET
cana-2665	74	3	configuration	configuration	NOUN
cana-2665	74	4	is	be	AUX
cana-2665	74	5	complete	complete	ADJ
cana-2665	74	6	,	,	PUNCT
cana-2665	74	7	the	the	DET
cana-2665	74	8	simulation	simulation	NOUN
cana-2665	74	9	is	be	AUX
cana-2665	74	10	executed	execute	VERB
cana-2665	74	11	,	,	PUNCT
cana-2665	74	12	producing	produce	VERB
cana-2665	74	13	a	a	DET
cana-2665	74	14	wealth	wealth	NOUN
cana-2665	74	15	of	of	ADP
cana-2665	74	16	data	datum	NOUN
cana-2665	74	17	that	that	PRON
cana-2665	74	18	helps	help	VERB
cana-2665	74	19	researchers	researcher	NOUN
cana-2665	74	20	understand	understand	VERB
cana-2665	74	21	the	the	DET
cana-2665	74	22	intricate	intricate	ADJ
cana-2665	74	23	details	detail	NOUN
cana-2665	74	24	of	of	ADP
cana-2665	74	25	solar	solar	ADJ
cana-2665	74	26	cell	cell	NOUN
cana-2665	74	27	performance	performance	NOUN
cana-2665	74	28	.	.	PUNCT
cana-2665	75	1	one	one	NUM
cana-2665	75	2	of	of	ADP
cana-2665	75	3	the	the	DET
cana-2665	75	4	most	most	ADV
cana-2665	75	5	significant	significant	ADJ
cana-2665	75	6	outputs	output	NOUN
cana-2665	75	7	is	be	AUX
cana-2665	75	8	the	the	DET
cana-2665	75	9	current	current	ADJ
cana-2665	75	10	-	-	PUNCT
cana-2665	75	11	voltage	voltage	NOUN
cana-2665	75	12	(	(	PUNCT
cana-2665	75	13	jv	jv	NOUN
cana-2665	75	14	)	)	PUNCT
cana-2665	75	15	curve	curve	NOUN
cana-2665	75	16	,	,	PUNCT
cana-2665	75	17	which	which	PRON
cana-2665	75	18	provides	provide	VERB
cana-2665	75	19	a	a	DET
cana-2665	75	20	direct	direct	ADJ
cana-2665	75	21	measure	measure	NOUN
cana-2665	75	22	of	of	ADP
cana-2665	75	23	key	key	ADJ
cana-2665	75	24	performance	performance	NOUN
cana-2665	75	25	metrics	metric	NOUN
cana-2665	75	26	such	such	ADJ
cana-2665	75	27	as	as	ADP
cana-2665	75	28	open	open	ADJ
cana-2665	75	29	-	-	PUNCT
cana-2665	75	30	circuit	circuit	NOUN
cana-2665	75	31	voltage	voltage	NOUN
cana-2665	75	32	(	(	PUNCT
cana-2665	75	33	voc	voc	NOUN
cana-2665	75	34	)	)	PUNCT
cana-2665	75	35	,	,	PUNCT
cana-2665	75	36	short	short	ADJ
cana-2665	75	37	-	-	PUNCT
cana-2665	75	38	circuit	circuit	NOUN
cana-2665	75	39	current	current	ADJ
cana-2665	75	40	density	density	NOUN
cana-2665	75	41	(	(	PUNCT
cana-2665	75	42	jsc	jsc	PROPN
cana-2665	75	43	)	)	PUNCT
cana-2665	75	44	,	,	PUNCT
cana-2665	75	45	fill	fill	NOUN
cana-2665	75	46	factor	factor	NOUN
cana-2665	75	47	(	(	PUNCT
cana-2665	75	48	ff	ff	NOUN
cana-2665	75	49	)	)	PUNCT
cana-2665	75	50	,	,	PUNCT
cana-2665	75	51	and	and	CCONJ
cana-2665	75	52	power	power	NOUN
cana-2665	75	53	conversion	conversion	NOUN
cana-2665	75	54	efficiency	efficiency	NOUN
cana-2665	75	55	(	(	PUNCT
cana-2665	75	56	pce	pce	PROPN
cana-2665	75	57	)	)	PUNCT
cana-2665	75	58	.	.	PUNCT
cana-2665	76	1	these	these	DET
cana-2665	76	2	parameters	parameter	NOUN
cana-2665	76	3	are	be	AUX
cana-2665	76	4	fundamental	fundamental	ADJ
cana-2665	76	5	for	for	ADP
cana-2665	76	6	evaluating	evaluate	VERB
cana-2665	76	7	the	the	DET
cana-2665	76	8	effectiveness	effectiveness	NOUN
cana-2665	76	9	of	of	ADP
cana-2665	76	10	a	a	DET
cana-2665	76	11	solar	solar	ADJ
cana-2665	76	12	cell	cell	NOUN
cana-2665	76	13	design	design	NOUN
cana-2665	76	14	.	.	PUNCT
cana-2665	77	1	scaps	scap	NOUN
cana-2665	77	2	also	also	ADV
cana-2665	77	3	generates	generate	VERB
cana-2665	77	4	quantum	quantum	ADJ
cana-2665	77	5	efficiency	efficiency	NOUN
cana-2665	77	6	(	(	PUNCT
cana-2665	77	7	qe	qe	PROPN
cana-2665	77	8	)	)	PUNCT
cana-2665	77	9	curves	curve	NOUN
cana-2665	77	10	,	,	PUNCT
cana-2665	77	11	offering	offer	VERB
cana-2665	77	12	insight	insight	NOUN
cana-2665	77	13	into	into	ADP
cana-2665	77	14	how	how	SCONJ
cana-2665	77	15	communications	communication	NOUN
cana-2665	77	16	on	on	ADP
cana-2665	77	17	applied	apply	VERB
cana-2665	77	18	nonlinear	nonlinear	ADJ
cana-2665	77	19	analysis	analysis	NOUN
cana-2665	77	20	issn	issn	NOUN
cana-2665	77	21	:	:	PUNCT
cana-2665	77	22	1074	1074	NUM
cana-2665	77	23	-	-	PUNCT
cana-2665	77	24	133x	133x	NUM
cana-2665	77	25	vol	vol	NOUN
cana-2665	77	26	32	32	NUM
cana-2665	77	27	no	no	NOUN
cana-2665	77	28	.	.	PUNCT
cana-2665	78	1	3s	3s	NUM
cana-2665	78	2	(	(	PUNCT
cana-2665	78	3	2025	2025	NUM
cana-2665	78	4	)	)	PUNCT
cana-2665	78	5	425	425	NUM
cana-2665	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	78	7	effectively	effectively	ADV
cana-2665	78	8	the	the	DET
cana-2665	78	9	device	device	NOUN
cana-2665	78	10	converts	convert	VERB
cana-2665	78	11	incident	incident	NOUN
cana-2665	78	12	photons	photon	NOUN
cana-2665	78	13	into	into	ADP
cana-2665	78	14	electrical	electrical	ADJ
cana-2665	78	15	energy	energy	NOUN
cana-2665	78	16	across	across	ADP
cana-2665	78	17	different	different	ADJ
cana-2665	78	18	wavelengths	wavelength	NOUN
cana-2665	78	19	.	.	PUNCT
cana-2665	79	1	this	this	DET
cana-2665	79	2	information	information	NOUN
cana-2665	79	3	is	be	AUX
cana-2665	79	4	crucial	crucial	ADJ
cana-2665	79	5	for	for	ADP
cana-2665	79	6	identifying	identify	VERB
cana-2665	79	7	losses	loss	NOUN
cana-2665	79	8	in	in	ADP
cana-2665	79	9	the	the	DET
cana-2665	79	10	system	system	NOUN
cana-2665	79	11	and	and	CCONJ
cana-2665	79	12	optimizing	optimize	VERB
cana-2665	79	13	the	the	DET
cana-2665	79	14	material	material	NOUN
cana-2665	79	15	and	and	CCONJ
cana-2665	79	16	structural	structural	ADJ
cana-2665	79	17	properties	property	NOUN
cana-2665	79	18	to	to	PART
cana-2665	79	19	enhance	enhance	VERB
cana-2665	79	20	overall	overall	ADJ
cana-2665	79	21	efficiency	efficiency	NOUN
cana-2665	79	22	.	.	PUNCT
cana-2665	80	1	fig	fig	NOUN
cana-2665	80	2	.	.	PUNCT
cana-2665	81	1	7	7	X
cana-2665	81	2	.	.	X
cana-2665	81	3	jv	jv	NOUN
cana-2665	81	4	curve	curve	NOUN
cana-2665	81	5	of	of	ADP
cana-2665	81	6	ch3nh3pbixbr1	ch3nh3pbixbr1	NOUN
cana-2665	81	7	x	x	PUNCT
cana-2665	81	8	solar	solar	ADJ
cana-2665	81	9	cells	cell	NOUN
cana-2665	81	10	utilizing	utilize	VERB
cana-2665	81	11	methylammonium	methylammonium	NOUN
cana-2665	81	12	tin	tin	NOUN
cana-2665	81	13	iodide	iodide	NOUN
cana-2665	81	14	(	(	PUNCT
cana-2665	81	15	masni3	masni3	NOUN
cana-2665	81	16	)	)	PUNCT
cana-2665	81	17	as	as	SCONJ
cana-2665	81	18	the	the	DET
cana-2665	81	19	absorber	absorber	NOUN
cana-2665	81	20	material	material	NOUN
cana-2665	81	21	achieve	achieve	VERB
cana-2665	81	22	a	a	DET
cana-2665	81	23	conversion	conversion	NOUN
cana-2665	81	24	efficiency	efficiency	NOUN
cana-2665	81	25	of	of	ADP
cana-2665	81	26	22.63	22.63	NUM
cana-2665	81	27	percent	percent	NOUN
cana-2665	81	28	,	,	PUNCT
cana-2665	81	29	as	as	SCONJ
cana-2665	81	30	depicted	depict	VERB
cana-2665	81	31	in	in	ADP
cana-2665	81	32	figure	figure	NOUN
cana-2665	81	33	5	5	NUM
cana-2665	81	34	.	.	PUNCT
cana-2665	81	35	methylammonium	methylammonium	NOUN
cana-2665	81	36	tin	tin	NOUN
cana-2665	81	37	iodide	iodide	NOUN
cana-2665	81	38	(	(	PUNCT
cana-2665	81	39	ch3nh3sni3	ch3nh3sni3	NOUN
cana-2665	81	40	)	)	PUNCT
cana-2665	81	41	shows	show	VERB
cana-2665	81	42	the	the	DET
cana-2665	81	43	highest	high	ADJ
cana-2665	81	44	efficiency	efficiency	NOUN
cana-2665	81	45	of	of	ADP
cana-2665	81	46	28.10	28.10	NUM
cana-2665	81	47	percent	percent	NOUN
cana-2665	81	48	,	,	PUNCT
cana-2665	81	49	illustrated	illustrate	VERB
cana-2665	81	50	in	in	ADP
cana-2665	81	51	figure	figure	NOUN
cana-2665	81	52	6	6	NUM
cana-2665	81	53	.	.	PUNCT
cana-2665	81	54	mixed	mixed	ADJ
cana-2665	81	55	halide	halide	NOUN
cana-2665	81	56	methylammonium	methylammonium	NOUN
cana-2665	81	57	lead	lead	VERB
cana-2665	81	58	iodide	iodide	NOUN
cana-2665	81	59	bromide	bromide	NOUN
cana-2665	81	60	(	(	PUNCT
cana-2665	81	61	ch3nh3pbixbr1	ch3nh3pbixbr1	NOUN
cana-2665	81	62	-	-	PUNCT
cana-2665	81	63	x	x	NOUN
cana-2665	81	64	)	)	PUNCT
cana-2665	81	65	,	,	PUNCT
cana-2665	81	66	with	with	ADP
cana-2665	81	67	its	its	PRON
cana-2665	81	68	excellent	excellent	ADJ
cana-2665	81	69	photovoltaic	photovoltaic	NOUN
cana-2665	81	70	properties	property	NOUN
cana-2665	81	71	,	,	PUNCT
cana-2665	81	72	achieves	achieve	VERB
cana-2665	81	73	an	an	DET
cana-2665	81	74	efficiency	efficiency	NOUN
cana-2665	81	75	of	of	ADP
cana-2665	81	76	21.24	21.24	NUM
cana-2665	81	77	percent	percent	NOUN
cana-2665	81	78	,	,	PUNCT
cana-2665	81	79	as	as	SCONJ
cana-2665	81	80	shown	show	VERB
cana-2665	81	81	in	in	ADP
cana-2665	81	82	figure	figure	NOUN
cana-2665	81	83	7	7	NUM
cana-2665	81	84	.	.	PUNCT
cana-2665	81	85	fig	fig	NOUN
cana-2665	81	86	.	.	PUNCT
cana-2665	82	1	8	8	NUM
cana-2665	82	2	.	.	X
cana-2665	83	1	jv	jv	NOUN
cana-2665	83	2	curve	curve	NOUN
cana-2665	83	3	of	of	ADP
cana-2665	83	4	cspbi3	cspbi3	PROPN
cana-2665	83	5	cesium	cesium	NOUN
cana-2665	83	6	lead	lead	NOUN
cana-2665	83	7	iodide	iodide	NOUN
cana-2665	83	8	(	(	PUNCT
cana-2665	83	9	cspbi3	cspbi3	NOUN
cana-2665	83	10	)	)	PUNCT
cana-2665	83	11	,	,	PUNCT
cana-2665	83	12	noted	note	VERB
cana-2665	83	13	for	for	ADP
cana-2665	83	14	its	its	PRON
cana-2665	83	15	stability	stability	NOUN
cana-2665	83	16	and	and	CCONJ
cana-2665	83	17	reliability	reliability	NOUN
cana-2665	83	18	,	,	PUNCT
cana-2665	83	19	demonstrates	demonstrate	VERB
cana-2665	83	20	an	an	DET
cana-2665	83	21	efficiency	efficiency	NOUN
cana-2665	83	22	of	of	ADP
cana-2665	83	23	19.79	19.79	NUM
cana-2665	83	24	percent	percent	NOUN
cana-2665	83	25	,	,	PUNCT
cana-2665	83	26	as	as	SCONJ
cana-2665	83	27	seen	see	VERB
cana-2665	83	28	in	in	ADP
cana-2665	83	29	figure	figure	NOUN
cana-2665	83	30	8	8	NUM
cana-2665	83	31	.	.	PUNCT
cana-2665	83	32	cesium	cesium	NOUN
cana-2665	83	33	tin	tin	NOUN
cana-2665	83	34	germanium	germanium	NOUN
cana-2665	83	35	iodide	iodide	NOUN
cana-2665	83	36	(	(	PUNCT
cana-2665	83	37	cssngei3	cssngei3	NOUN
cana-2665	83	38	)	)	PUNCT
cana-2665	83	39	,	,	PUNCT
cana-2665	83	40	which	which	PRON
cana-2665	83	41	offers	offer	VERB
cana-2665	83	42	a	a	DET
cana-2665	83	43	tunable	tunable	ADJ
cana-2665	83	44	bandgap	bandgap	NOUN
cana-2665	83	45	,	,	PUNCT
cana-2665	83	46	delivers	deliver	VERB
cana-2665	83	47	an	an	DET
cana-2665	83	48	efficiency	efficiency	NOUN
cana-2665	83	49	of	of	ADP
cana-2665	83	50	26.49	26.49	NUM
cana-2665	83	51	percent	percent	NOUN
cana-2665	83	52	,	,	PUNCT
cana-2665	83	53	depicted	depict	VERB
cana-2665	83	54	in	in	ADP
cana-2665	83	55	figure	figure	NOUN
cana-2665	83	56	9	9	NUM
cana-2665	83	57	.	.	PUNCT
cana-2665	84	1	these	these	DET
cana-2665	84	2	efficiencies	efficiency	NOUN
cana-2665	84	3	underscore	underscore	VERB
cana-2665	84	4	the	the	DET
cana-2665	84	5	potential	potential	NOUN
cana-2665	84	6	of	of	ADP
cana-2665	84	7	inorganic	inorganic	ADJ
cana-2665	84	8	perovskites	perovskite	NOUN
cana-2665	84	9	like	like	ADP
cana-2665	84	10	cspbi3	cspbi3	NOUN
cana-2665	84	11	and	and	CCONJ
cana-2665	84	12	cssngei3	cssngei3	NOUN
cana-2665	84	13	in	in	ADP
cana-2665	84	14	advancing	advance	VERB
cana-2665	84	15	photovoltaic	photovoltaic	NOUN
cana-2665	84	16	technologies	technology	NOUN
cana-2665	84	17	.	.	PUNCT
cana-2665	85	1	the	the	DET
cana-2665	85	2	exceptional	exceptional	ADJ
cana-2665	85	3	performance	performance	NOUN
cana-2665	85	4	of	of	ADP
cana-2665	85	5	cssngei3	cssngei3	NOUN
cana-2665	85	6	,	,	PUNCT
cana-2665	85	7	with	with	ADP
cana-2665	85	8	its	its	PRON
cana-2665	85	9	tunable	tunable	ADJ
cana-2665	85	10	bandgap	bandgap	NOUN
cana-2665	85	11	,	,	PUNCT
cana-2665	85	12	indicates	indicate	VERB
cana-2665	85	13	its	its	PRON
cana-2665	85	14	suitability	suitability	NOUN
cana-2665	85	15	for	for	ADP
cana-2665	85	16	tandem	tandem	PROPN
cana-2665	85	17	solar	solar	ADJ
cana-2665	85	18	cell	cell	NOUN
cana-2665	85	19	applications	application	NOUN
cana-2665	85	20	.	.	PUNCT
cana-2665	86	1	meanwhile	meanwhile	ADV
cana-2665	86	2	,	,	PUNCT
cana-2665	86	3	the	the	DET
cana-2665	86	4	stability	stability	NOUN
cana-2665	86	5	of	of	ADP
cana-2665	86	6	cspbi3	cspbi3	PROPN
cana-2665	86	7	makes	make	VERB
cana-2665	86	8	it	it	PRON
cana-2665	86	9	a	a	DET
cana-2665	86	10	promising	promising	ADJ
cana-2665	86	11	candidate	candidate	NOUN
cana-2665	86	12	for	for	ADP
cana-2665	86	13	long	long	ADJ
cana-2665	86	14	-	-	PUNCT
cana-2665	86	15	term	term	NOUN
cana-2665	86	16	solar	solar	ADJ
cana-2665	86	17	energy	energy	NOUN
cana-2665	86	18	solutions	solution	NOUN
cana-2665	86	19	,	,	PUNCT
cana-2665	86	20	particularly	particularly	ADV
cana-2665	86	21	in	in	ADP
cana-2665	86	22	challenging	challenge	VERB
cana-2665	86	23	environmental	environmental	ADJ
cana-2665	86	24	conditions	condition	NOUN
cana-2665	86	25	.	.	PUNCT
cana-2665	87	1	communications	communication	NOUN
cana-2665	87	2	on	on	ADP
cana-2665	87	3	applied	apply	VERB
cana-2665	87	4	nonlinear	nonlinear	ADJ
cana-2665	87	5	analysis	analysis	NOUN
cana-2665	87	6	issn	issn	NOUN
cana-2665	87	7	:	:	PUNCT
cana-2665	87	8	1074	1074	NUM
cana-2665	87	9	-	-	PUNCT
cana-2665	87	10	133x	133x	NUM
cana-2665	87	11	vol	vol	NOUN
cana-2665	87	12	32	32	NUM
cana-2665	87	13	no	no	NOUN
cana-2665	87	14	.	.	PUNCT
cana-2665	88	1	3s	3s	NUM
cana-2665	88	2	(	(	PUNCT
cana-2665	88	3	2025	2025	NUM
cana-2665	88	4	)	)	PUNCT
cana-2665	88	5	426	426	NUM
cana-2665	88	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	88	7	fig	fig	NOUN
cana-2665	88	8	.	.	PUNCT
cana-2665	89	1	9	9	NUM
cana-2665	89	2	.	.	X
cana-2665	89	3	jv	jv	NOUN
cana-2665	89	4	curve	curve	NOUN
cana-2665	89	5	of	of	ADP
cana-2665	89	6	cssngei3	cssngei3	NOUN
cana-2665	89	7	finally	finally	ADV
cana-2665	89	8	,	,	PUNCT
cana-2665	89	9	the	the	DET
cana-2665	89	10	widely	widely	ADV
cana-2665	89	11	studied	study	VERB
cana-2665	89	12	methylammonium	methylammonium	NOUN
cana-2665	89	13	lead	lead	NOUN
cana-2665	89	14	iodide	iodide	NOUN
cana-2665	89	15	(	(	PUNCT
cana-2665	89	16	ch3nh3pbi3	ch3nh3pbi3	NOUN
cana-2665	89	17	)	)	PUNCT
cana-2665	89	18	achieves	achieve	VERB
cana-2665	89	19	an	an	DET
cana-2665	89	20	efficiency	efficiency	NOUN
cana-2665	89	21	of	of	ADP
cana-2665	89	22	10.77	10.77	NUM
cana-2665	89	23	percent	percent	NOUN
cana-2665	89	24	,	,	PUNCT
cana-2665	89	25	as	as	SCONJ
cana-2665	89	26	highlighted	highlight	VERB
cana-2665	89	27	in	in	ADP
cana-2665	89	28	figure	figure	NOUN
cana-2665	89	29	10	10	NUM
cana-2665	89	30	.	.	PUNCT
cana-2665	90	1	fig	fig	NOUN
cana-2665	90	2	.	.	PUNCT
cana-2665	91	1	10	10	NUM
cana-2665	91	2	.	.	X
cana-2665	92	1	jv	jv	NOUN
cana-2665	92	2	curve	curve	NOUN
cana-2665	92	3	of	of	ADP
cana-2665	92	4	ch3nh3pbi3	ch3nh3pbi3	NOUN
cana-2665	92	5	beyond	beyond	ADP
cana-2665	92	6	its	its	PRON
cana-2665	92	7	ability	ability	NOUN
cana-2665	92	8	to	to	PART
cana-2665	92	9	simulate	simulate	VERB
cana-2665	92	10	existing	exist	VERB
cana-2665	92	11	solar	solar	ADJ
cana-2665	92	12	cell	cell	NOUN
cana-2665	92	13	designs	design	NOUN
cana-2665	92	14	,	,	PUNCT
cana-2665	92	15	scaps-1d	scaps-1d	PROPN
cana-2665	92	16	serves	serve	VERB
cana-2665	92	17	as	as	ADP
cana-2665	92	18	a	a	DET
cana-2665	92	19	powerful	powerful	ADJ
cana-2665	92	20	tool	tool	NOUN
cana-2665	92	21	for	for	ADP
cana-2665	92	22	exploring	explore	VERB
cana-2665	92	23	new	new	ADJ
cana-2665	92	24	materials	material	NOUN
cana-2665	92	25	and	and	CCONJ
cana-2665	92	26	innovative	innovative	ADJ
cana-2665	92	27	architectures	architecture	NOUN
cana-2665	92	28	.	.	PUNCT
cana-2665	93	1	for	for	ADP
cana-2665	93	2	instance	instance	NOUN
cana-2665	93	3	,	,	PUNCT
cana-2665	93	4	the	the	DET
cana-2665	93	5	software	software	NOUN
cana-2665	93	6	has	have	AUX
cana-2665	93	7	proven	prove	VERB
cana-2665	93	8	invaluable	invaluable	ADJ
cana-2665	93	9	in	in	ADP
cana-2665	93	10	studying	study	VERB
cana-2665	93	11	perovskite	perovskite	ADJ
cana-2665	93	12	solar	solar	ADJ
cana-2665	93	13	cells	cell	NOUN
cana-2665	93	14	,	,	PUNCT
cana-2665	93	15	which	which	PRON
cana-2665	93	16	have	have	AUX
cana-2665	93	17	gained	gain	VERB
cana-2665	93	18	significant	significant	ADJ
cana-2665	93	19	attention	attention	NOUN
cana-2665	93	20	due	due	ADP
cana-2665	93	21	to	to	ADP
cana-2665	93	22	their	their	PRON
cana-2665	93	23	high	high	ADJ
cana-2665	93	24	efficiency	efficiency	NOUN
cana-2665	93	25	and	and	CCONJ
cana-2665	93	26	low	low	ADJ
cana-2665	93	27	production	production	NOUN
cana-2665	93	28	costs	cost	NOUN
cana-2665	93	29	.	.	PUNCT
cana-2665	94	1	by	by	ADP
cana-2665	94	2	modeling	model	VERB
cana-2665	94	3	the	the	DET
cana-2665	94	4	unique	unique	ADJ
cana-2665	94	5	properties	property	NOUN
cana-2665	94	6	of	of	ADP
cana-2665	94	7	perovskites	perovskite	NOUN
cana-2665	94	8	,	,	PUNCT
cana-2665	94	9	such	such	ADJ
cana-2665	94	10	as	as	ADP
cana-2665	94	11	their	their	PRON
cana-2665	94	12	tunable	tunable	ADJ
cana-2665	94	13	bandgap	bandgap	NOUN
cana-2665	94	14	and	and	CCONJ
cana-2665	94	15	high	high	ADJ
cana-2665	94	16	defect	defect	NOUN
cana-2665	94	17	tolerance	tolerance	NOUN
cana-2665	94	18	,	,	PUNCT
cana-2665	94	19	scaps	scap	NOUN
cana-2665	94	20	enables	enable	VERB
cana-2665	94	21	researchers	researcher	NOUN
cana-2665	94	22	to	to	PART
cana-2665	94	23	optimize	optimize	VERB
cana-2665	94	24	their	their	PRON
cana-2665	94	25	performance	performance	NOUN
cana-2665	94	26	further	far	ADV
cana-2665	94	27	.	.	PUNCT
cana-2665	95	1	the	the	DET
cana-2665	95	2	software	software	NOUN
cana-2665	95	3	can	can	AUX
cana-2665	95	4	simulate	simulate	VERB
cana-2665	95	5	the	the	DET
cana-2665	95	6	impact	impact	NOUN
cana-2665	95	7	of	of	ADP
cana-2665	95	8	various	various	ADJ
cana-2665	95	9	factors	factor	NOUN
cana-2665	95	10	,	,	PUNCT
cana-2665	95	11	including	include	VERB
cana-2665	95	12	grain	grain	NOUN
cana-2665	95	13	boundaries	boundary	NOUN
cana-2665	95	14	,	,	PUNCT
cana-2665	95	15	ion	ion	NOUN
cana-2665	95	16	migration	migration	NOUN
cana-2665	95	17	,	,	PUNCT
cana-2665	95	18	and	and	CCONJ
cana-2665	95	19	interface	interface	NOUN
cana-2665	95	20	quality	quality	NOUN
cana-2665	95	21	,	,	PUNCT
cana-2665	95	22	which	which	PRON
cana-2665	95	23	are	be	AUX
cana-2665	95	24	known	know	VERB
cana-2665	95	25	to	to	PART
cana-2665	95	26	affect	affect	VERB
cana-2665	95	27	perovskite	perovskite	ADJ
cana-2665	95	28	solar	solar	ADJ
cana-2665	95	29	cells	cell	NOUN
cana-2665	95	30	.	.	PUNCT
cana-2665	96	1	this	this	DET
cana-2665	96	2	capability	capability	NOUN
cana-2665	96	3	makes	make	VERB
cana-2665	96	4	scaps	scap	NOUN
cana-2665	96	5	a	a	DET
cana-2665	96	6	critical	critical	ADJ
cana-2665	96	7	asset	asset	NOUN
cana-2665	96	8	in	in	ADP
cana-2665	96	9	advancing	advance	VERB
cana-2665	96	10	the	the	DET
cana-2665	96	11	understanding	understanding	NOUN
cana-2665	96	12	and	and	CCONJ
cana-2665	96	13	development	development	NOUN
cana-2665	96	14	of	of	ADP
cana-2665	96	15	cutting	cut	VERB
cana-2665	96	16	-	-	PUNCT
cana-2665	96	17	edge	edge	NOUN
cana-2665	96	18	photovoltaic	photovoltaic	NOUN
cana-2665	96	19	technologies	technology	NOUN
cana-2665	96	20	.	.	PUNCT
cana-2665	97	1	additionally	additionally	ADV
cana-2665	97	2	,	,	PUNCT
cana-2665	97	3	scaps-1d	scaps-1d	PROPN
cana-2665	97	4	supports	support	VERB
cana-2665	97	5	iterative	iterative	NOUN
cana-2665	97	6	optimization	optimization	NOUN
cana-2665	97	7	and	and	CCONJ
cana-2665	97	8	sensitivity	sensitivity	NOUN
cana-2665	97	9	analysis	analysis	NOUN
cana-2665	97	10	,	,	PUNCT
cana-2665	97	11	allowing	allow	VERB
cana-2665	97	12	researchers	researcher	NOUN
cana-2665	97	13	to	to	PART
cana-2665	97	14	systematically	systematically	ADV
cana-2665	97	15	vary	vary	VERB
cana-2665	97	16	parameters	parameter	NOUN
cana-2665	97	17	and	and	CCONJ
cana-2665	97	18	assess	assess	VERB
cana-2665	97	19	their	their	PRON
cana-2665	97	20	impact	impact	NOUN
cana-2665	97	21	on	on	ADP
cana-2665	97	22	device	device	NOUN
cana-2665	97	23	performance	performance	NOUN
cana-2665	97	24	.	.	PUNCT
cana-2665	98	1	for	for	ADP
cana-2665	98	2	example	example	NOUN
cana-2665	98	3	,	,	PUNCT
cana-2665	98	4	users	user	NOUN
cana-2665	98	5	can	can	AUX
cana-2665	98	6	explore	explore	VERB
cana-2665	98	7	how	how	SCONJ
cana-2665	98	8	changes	change	NOUN
cana-2665	98	9	in	in	ADP
cana-2665	98	10	doping	dope	VERB
cana-2665	98	11	concentration	concentration	NOUN
cana-2665	98	12	or	or	CCONJ
cana-2665	98	13	the	the	DET
cana-2665	98	14	inclusion	inclusion	NOUN
cana-2665	98	15	of	of	ADP
cana-2665	98	16	passivation	passivation	NOUN
cana-2665	98	17	layers	layer	NOUN
cana-2665	98	18	influence	influence	VERB
cana-2665	98	19	recombination	recombination	NOUN
cana-2665	98	20	rates	rate	NOUN
cana-2665	98	21	and	and	CCONJ
cana-2665	98	22	carrier	carrier	NOUN
cana-2665	98	23	transport	transport	NOUN
cana-2665	98	24	.	.	PUNCT
cana-2665	99	1	this	this	DET
cana-2665	99	2	systematic	systematic	ADJ
cana-2665	99	3	approach	approach	NOUN
cana-2665	99	4	not	not	PART
cana-2665	99	5	only	only	ADV
cana-2665	99	6	helps	help	VERB
cana-2665	99	7	in	in	ADP
cana-2665	99	8	identifying	identify	VERB
cana-2665	99	9	optimal	optimal	ADJ
cana-2665	99	10	configurations	configuration	NOUN
cana-2665	99	11	for	for	ADP
cana-2665	99	12	high	high	ADJ
cana-2665	99	13	efficiency	efficiency	NOUN
cana-2665	99	14	but	but	CCONJ
cana-2665	99	15	also	also	ADV
cana-2665	99	16	provides	provide	VERB
cana-2665	99	17	insights	insight	NOUN
cana-2665	99	18	into	into	ADP
cana-2665	99	19	the	the	DET
cana-2665	99	20	fundamental	fundamental	ADJ
cana-2665	99	21	physics	physics	NOUN
cana-2665	99	22	of	of	ADP
cana-2665	99	23	device	device	NOUN
cana-2665	99	24	operation	operation	NOUN
cana-2665	99	25	.	.	PUNCT
cana-2665	100	1	by	by	ADP
cana-2665	100	2	leveraging	leverage	VERB
cana-2665	100	3	these	these	DET
cana-2665	100	4	features	feature	NOUN
cana-2665	100	5	,	,	PUNCT
cana-2665	100	6	researchers	researcher	NOUN
cana-2665	100	7	can	can	AUX
cana-2665	100	8	bridge	bridge	VERB
cana-2665	100	9	the	the	DET
cana-2665	100	10	gap	gap	NOUN
cana-2665	100	11	between	between	ADP
cana-2665	100	12	communications	communication	NOUN
cana-2665	100	13	on	on	ADP
cana-2665	100	14	applied	apply	VERB
cana-2665	100	15	nonlinear	nonlinear	ADJ
cana-2665	100	16	analysis	analysis	NOUN
cana-2665	100	17	issn	issn	NOUN
cana-2665	100	18	:	:	PUNCT
cana-2665	100	19	1074	1074	NUM
cana-2665	100	20	-	-	PUNCT
cana-2665	100	21	133x	133x	NUM
cana-2665	100	22	vol	vol	NOUN
cana-2665	100	23	32	32	NUM
cana-2665	100	24	no	no	NOUN
cana-2665	100	25	.	.	PUNCT
cana-2665	101	1	3s	3s	NUM
cana-2665	101	2	(	(	PUNCT
cana-2665	101	3	2025	2025	NUM
cana-2665	101	4	)	)	PUNCT
cana-2665	101	5	427	427	NUM
cana-2665	102	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	102	2	theoretical	theoretical	ADJ
cana-2665	102	3	designs	design	NOUN
cana-2665	102	4	and	and	CCONJ
cana-2665	102	5	practical	practical	ADJ
cana-2665	102	6	implementations	implementation	NOUN
cana-2665	102	7	,	,	PUNCT
cana-2665	102	8	paving	pave	VERB
cana-2665	102	9	the	the	DET
cana-2665	102	10	way	way	NOUN
cana-2665	102	11	for	for	ADP
cana-2665	102	12	more	more	ADV
cana-2665	102	13	efficient	efficient	ADJ
cana-2665	102	14	and	and	CCONJ
cana-2665	102	15	cost	cost	NOUN
cana-2665	102	16	-	-	PUNCT
cana-2665	102	17	effective	effective	ADJ
cana-2665	102	18	solar	solar	ADJ
cana-2665	102	19	energy	energy	NOUN
cana-2665	102	20	solutions	solution	NOUN
cana-2665	102	21	.	.	PUNCT
cana-2665	103	1	fig	fig	NOUN
cana-2665	103	2	.	.	PUNCT
cana-2665	104	1	11	11	NUM
cana-2665	104	2	.	.	PUNCT
cana-2665	105	1	comparison	comparison	NOUN
cana-2665	105	2	of	of	ADP
cana-2665	105	3	various	various	ADJ
cana-2665	105	4	performance	performance	NOUN
cana-2665	105	5	parameters	parameter	NOUN
cana-2665	105	6	with	with	ADP
cana-2665	105	7	different	different	ADJ
cana-2665	105	8	perovskite	perovskite	NOUN
cana-2665	105	9	absorbing	absorb	VERB
cana-2665	105	10	layers	layer	NOUN
cana-2665	105	11	5	5	NUM
cana-2665	105	12	.	.	PUNCT
cana-2665	105	13	bridging	bridge	VERB
cana-2665	105	14	perovskite	perovskite	NOUN
cana-2665	105	15	results	result	NOUN
cana-2665	105	16	and	and	CCONJ
cana-2665	105	17	simulation	simulation	NOUN
cana-2665	105	18	insights	insight	NOUN
cana-2665	105	19	combining	combine	VERB
cana-2665	105	20	results	result	NOUN
cana-2665	105	21	from	from	ADP
cana-2665	105	22	scaps	scap	NOUN
cana-2665	105	23	simulations	simulation	NOUN
cana-2665	105	24	with	with	ADP
cana-2665	105	25	computational	computational	ADJ
cana-2665	105	26	modeling	modeling	NOUN
cana-2665	105	27	offers	offer	VERB
cana-2665	105	28	a	a	DET
cana-2665	105	29	comprehensive	comprehensive	ADJ
cana-2665	105	30	approach	approach	NOUN
cana-2665	105	31	to	to	ADP
cana-2665	105	32	analyzing	analyze	VERB
cana-2665	105	33	and	and	CCONJ
cana-2665	105	34	enhancing	enhance	VERB
cana-2665	105	35	the	the	DET
cana-2665	105	36	performance	performance	NOUN
cana-2665	105	37	of	of	ADP
cana-2665	105	38	perovskite	perovskite	ADJ
cana-2665	105	39	solar	solar	ADJ
cana-2665	105	40	cells	cell	NOUN
cana-2665	105	41	.	.	PUNCT
cana-2665	106	1	scaps	scap	NOUN
cana-2665	106	2	provides	provide	VERB
cana-2665	106	3	a	a	DET
cana-2665	106	4	detailed	detailed	ADJ
cana-2665	106	5	baseline	baseline	NOUN
cana-2665	106	6	by	by	ADP
cana-2665	106	7	generating	generate	VERB
cana-2665	106	8	jv	jv	NOUN
cana-2665	106	9	curves	curve	NOUN
cana-2665	106	10	and	and	CCONJ
cana-2665	106	11	evaluating	evaluate	VERB
cana-2665	106	12	essential	essential	ADJ
cana-2665	106	13	parameters	parameter	NOUN
cana-2665	106	14	such	such	ADJ
cana-2665	106	15	as	as	ADP
cana-2665	106	16	efficiency	efficiency	NOUN
cana-2665	106	17	,	,	PUNCT
cana-2665	106	18	opencircuit	opencircuit	NOUN
cana-2665	106	19	voltage	voltage	NOUN
cana-2665	106	20	(	(	PUNCT
cana-2665	106	21	voc	voc	NOUN
cana-2665	106	22	)	)	PUNCT
cana-2665	106	23	,	,	PUNCT
cana-2665	106	24	and	and	CCONJ
cana-2665	106	25	short	short	ADJ
cana-2665	106	26	-	-	PUNCT
cana-2665	106	27	circuit	circuit	NOUN
cana-2665	106	28	current	current	ADJ
cana-2665	106	29	density	density	NOUN
cana-2665	106	30	(	(	PUNCT
cana-2665	106	31	jsc	jsc	PROPN
cana-2665	106	32	)	)	PUNCT
cana-2665	106	33	for	for	ADP
cana-2665	106	34	various	various	ADJ
cana-2665	106	35	perovskite	perovskite	NOUN
cana-2665	106	36	materials	material	NOUN
cana-2665	106	37	.	.	PUNCT
cana-2665	107	1	these	these	DET
cana-2665	107	2	findings	finding	NOUN
cana-2665	107	3	help	help	AUX
cana-2665	107	4	identify	identify	VERB
cana-2665	107	5	trends	trend	NOUN
cana-2665	107	6	and	and	CCONJ
cana-2665	107	7	key	key	ADJ
cana-2665	107	8	material	material	NOUN
cana-2665	107	9	characteristics	characteristic	NOUN
cana-2665	107	10	that	that	PRON
cana-2665	107	11	influence	influence	VERB
cana-2665	107	12	device	device	NOUN
cana-2665	107	13	performance	performance	NOUN
cana-2665	107	14	.	.	PUNCT
cana-2665	108	1	computational	computational	ADJ
cana-2665	108	2	simulations	simulation	NOUN
cana-2665	108	3	further	far	ADV
cana-2665	108	4	build	build	VERB
cana-2665	108	5	on	on	ADP
cana-2665	108	6	these	these	DET
cana-2665	108	7	results	result	NOUN
cana-2665	108	8	by	by	ADP
cana-2665	108	9	exploring	explore	VERB
cana-2665	108	10	real	real	ADJ
cana-2665	108	11	-	-	PUNCT
cana-2665	108	12	world	world	NOUN
cana-2665	108	13	scenarios	scenario	NOUN
cana-2665	108	14	,	,	PUNCT
cana-2665	108	15	such	such	ADJ
cana-2665	108	16	as	as	ADP
cana-2665	108	17	temperature	temperature	NOUN
cana-2665	108	18	fluctuations	fluctuation	NOUN
cana-2665	108	19	and	and	CCONJ
cana-2665	108	20	varying	vary	VERB
cana-2665	108	21	light	light	ADJ
cana-2665	108	22	intensities	intensity	NOUN
cana-2665	108	23	,	,	PUNCT
cana-2665	108	24	to	to	PART
cana-2665	108	25	refine	refine	VERB
cana-2665	108	26	the	the	DET
cana-2665	108	27	understanding	understanding	NOUN
cana-2665	108	28	of	of	ADP
cana-2665	108	29	solar	solar	ADJ
cana-2665	108	30	cell	cell	NOUN
cana-2665	108	31	behavior	behavior	NOUN
cana-2665	108	32	.	.	PUNCT
cana-2665	109	1	advanced	advanced	ADJ
cana-2665	109	2	numerical	numerical	ADJ
cana-2665	109	3	methods	method	NOUN
cana-2665	109	4	allow	allow	VERB
cana-2665	109	5	for	for	ADP
cana-2665	109	6	the	the	DET
cana-2665	109	7	optimization	optimization	NOUN
cana-2665	109	8	of	of	ADP
cana-2665	109	9	design	design	NOUN
cana-2665	109	10	aspects	aspect	NOUN
cana-2665	109	11	like	like	ADP
cana-2665	109	12	layer	layer	NOUN
cana-2665	109	13	thickness	thickness	NOUN
cana-2665	109	14	and	and	CCONJ
cana-2665	109	15	charge	charge	NOUN
cana-2665	109	16	transport	transport	NOUN
cana-2665	109	17	properties	property	NOUN
cana-2665	109	18	,	,	PUNCT
cana-2665	109	19	as	as	ADV
cana-2665	109	20	well	well	ADV
cana-2665	109	21	as	as	ADP
cana-2665	109	22	predictions	prediction	NOUN
cana-2665	109	23	of	of	ADP
cana-2665	109	24	long	long	ADJ
cana-2665	109	25	-	-	PUNCT
cana-2665	109	26	term	term	NOUN
cana-2665	109	27	stability	stability	NOUN
cana-2665	109	28	and	and	CCONJ
cana-2665	109	29	degradation	degradation	NOUN
cana-2665	109	30	.	.	PUNCT
cana-2665	110	1	this	this	DET
cana-2665	110	2	integration	integration	NOUN
cana-2665	110	3	of	of	ADP
cana-2665	110	4	scaps	scap	NOUN
cana-2665	110	5	data	datum	NOUN
cana-2665	110	6	with	with	ADP
cana-2665	110	7	computational	computational	ADJ
cana-2665	110	8	techniques	technique	NOUN
cana-2665	110	9	ensures	ensure	VERB
cana-2665	110	10	accurate	accurate	ADJ
cana-2665	110	11	validation	validation	NOUN
cana-2665	110	12	of	of	ADP
cana-2665	110	13	results	result	NOUN
cana-2665	110	14	and	and	CCONJ
cana-2665	110	15	bridges	bridge	NOUN
cana-2665	110	16	the	the	DET
cana-2665	110	17	gap	gap	NOUN
cana-2665	110	18	between	between	ADP
cana-2665	110	19	experimental	experimental	ADJ
cana-2665	110	20	outcomes	outcome	NOUN
cana-2665	110	21	and	and	CCONJ
cana-2665	110	22	practical	practical	ADJ
cana-2665	110	23	applications	application	NOUN
cana-2665	110	24	,	,	PUNCT
cana-2665	110	25	paving	pave	VERB
cana-2665	110	26	the	the	DET
cana-2665	110	27	way	way	NOUN
cana-2665	110	28	for	for	ADP
cana-2665	110	29	improved	improved	ADJ
cana-2665	110	30	designs	design	NOUN
cana-2665	110	31	and	and	CCONJ
cana-2665	110	32	reliable	reliable	ADJ
cana-2665	110	33	performance	performance	NOUN
cana-2665	110	34	in	in	ADP
cana-2665	110	35	real	real	ADJ
cana-2665	110	36	-	-	PUNCT
cana-2665	110	37	world	world	NOUN
cana-2665	110	38	conditions	condition	NOUN
cana-2665	110	39	.	.	PUNCT
cana-2665	111	1	6	6	X
cana-2665	111	2	.	.	X
cana-2665	111	3	validation	validation	NOUN
cana-2665	111	4	of	of	ADP
cana-2665	111	5	results	result	NOUN
cana-2665	111	6	validating	validate	VERB
cana-2665	111	7	the	the	DET
cana-2665	111	8	results	result	NOUN
cana-2665	111	9	obtained	obtain	VERB
cana-2665	111	10	from	from	ADP
cana-2665	111	11	scaps	scap	NOUN
cana-2665	111	12	simulations	simulation	NOUN
cana-2665	111	13	is	be	AUX
cana-2665	111	14	essential	essential	ADJ
cana-2665	111	15	to	to	PART
cana-2665	111	16	ensure	ensure	VERB
cana-2665	111	17	accuracy	accuracy	NOUN
cana-2665	111	18	and	and	CCONJ
cana-2665	111	19	reliability	reliability	NOUN
cana-2665	111	20	in	in	ADP
cana-2665	111	21	analyzing	analyze	VERB
cana-2665	111	22	the	the	DET
cana-2665	111	23	performance	performance	NOUN
cana-2665	111	24	of	of	ADP
cana-2665	111	25	perovskite	perovskite	ADJ
cana-2665	111	26	solar	solar	ADJ
cana-2665	111	27	cells	cell	NOUN
cana-2665	111	28	.	.	PUNCT
cana-2665	112	1	by	by	ADP
cana-2665	112	2	using	use	VERB
cana-2665	112	3	computational	computational	ADJ
cana-2665	112	4	modeling	modeling	NOUN
cana-2665	112	5	,	,	PUNCT
cana-2665	112	6	key	key	ADJ
cana-2665	112	7	performance	performance	NOUN
cana-2665	112	8	parameters	parameter	NOUN
cana-2665	112	9	such	such	ADJ
cana-2665	112	10	as	as	ADP
cana-2665	112	11	current	current	ADJ
cana-2665	112	12	-	-	PUNCT
cana-2665	112	13	voltage	voltage	NOUN
cana-2665	112	14	(	(	PUNCT
cana-2665	112	15	jv	jv	NOUN
cana-2665	112	16	)	)	PUNCT
cana-2665	112	17	characteristics	characteristic	NOUN
cana-2665	112	18	and	and	CCONJ
cana-2665	112	19	power	power	NOUN
cana-2665	112	20	conversion	conversion	NOUN
cana-2665	112	21	efficiency	efficiency	NOUN
cana-2665	112	22	(	(	PUNCT
cana-2665	112	23	pce	pce	NOUN
cana-2665	112	24	)	)	PUNCT
cana-2665	112	25	are	be	AUX
cana-2665	112	26	cross	cross	ADJ
cana-2665	112	27	-	-	VERB
cana-2665	112	28	checked	check	VERB
cana-2665	112	29	.	.	PUNCT
cana-2665	113	1	the	the	DET
cana-2665	113	2	simulation	simulation	NOUN
cana-2665	113	3	process	process	NOUN
cana-2665	113	4	involves	involve	VERB
cana-2665	113	5	solving	solve	VERB
cana-2665	113	6	fundamental	fundamental	ADJ
cana-2665	113	7	semiconductor	semiconductor	NOUN
cana-2665	113	8	equations	equation	NOUN
cana-2665	113	9	,	,	PUNCT
cana-2665	113	10	such	such	ADJ
cana-2665	113	11	as	as	ADP
cana-2665	113	12	poisson	poisson	NOUN
cana-2665	113	13	’s	’s	PART
cana-2665	113	14	equation	equation	NOUN
cana-2665	113	15	and	and	CCONJ
cana-2665	113	16	the	the	DET
cana-2665	113	17	continuity	continuity	NOUN
cana-2665	113	18	equations	equation	NOUN
cana-2665	113	19	,	,	PUNCT
cana-2665	113	20	to	to	PART
cana-2665	113	21	replicate	replicate	VERB
cana-2665	113	22	carrier	carrier	NOUN
cana-2665	113	23	dynamics	dynamic	NOUN
cana-2665	113	24	and	and	CCONJ
cana-2665	113	25	device	device	NOUN
cana-2665	113	26	behavior	behavior	NOUN
cana-2665	113	27	under	under	ADP
cana-2665	113	28	various	various	ADJ
cana-2665	113	29	conditions	condition	NOUN
cana-2665	113	30	.	.	PUNCT
cana-2665	114	1	this	this	DET
cana-2665	114	2	approach	approach	NOUN
cana-2665	114	3	provides	provide	VERB
cana-2665	114	4	a	a	DET
cana-2665	114	5	deeper	deep	ADJ
cana-2665	114	6	understanding	understanding	NOUN
cana-2665	114	7	of	of	ADP
cana-2665	114	8	critical	critical	ADJ
cana-2665	114	9	factors	factor	NOUN
cana-2665	114	10	like	like	ADP
cana-2665	114	11	charge	charge	NOUN
cana-2665	114	12	recombination	recombination	NOUN
cana-2665	114	13	,	,	PUNCT
cana-2665	114	14	transport	transport	NOUN
cana-2665	114	15	,	,	PUNCT
cana-2665	114	16	and	and	CCONJ
cana-2665	114	17	optimization	optimization	NOUN
cana-2665	114	18	of	of	ADP
cana-2665	114	19	device	device	NOUN
cana-2665	114	20	layers	layer	NOUN
cana-2665	114	21	,	,	PUNCT
cana-2665	114	22	enhancing	enhance	VERB
cana-2665	114	23	the	the	DET
cana-2665	114	24	robustness	robustness	NOUN
cana-2665	114	25	of	of	ADP
cana-2665	114	26	the	the	DET
cana-2665	114	27	simulation	simulation	NOUN
cana-2665	114	28	outcomes	outcome	NOUN
cana-2665	114	29	.	.	PUNCT
cana-2665	115	1	validation	validation	NOUN
cana-2665	115	2	also	also	ADV
cana-2665	115	3	ensures	ensure	VERB
cana-2665	115	4	the	the	DET
cana-2665	115	5	alignment	alignment	NOUN
cana-2665	115	6	of	of	ADP
cana-2665	115	7	theoretical	theoretical	ADJ
cana-2665	115	8	predictions	prediction	NOUN
cana-2665	115	9	with	with	ADP
cana-2665	115	10	observed	observed	ADJ
cana-2665	115	11	performance	performance	NOUN
cana-2665	115	12	metrics	metric	NOUN
cana-2665	115	13	,	,	PUNCT
cana-2665	115	14	reinforcing	reinforce	VERB
cana-2665	115	15	the	the	DET
cana-2665	115	16	credibility	credibility	NOUN
cana-2665	115	17	of	of	ADP
cana-2665	115	18	the	the	DET
cana-2665	115	19	analysis	analysis	NOUN
cana-2665	115	20	.	.	PUNCT
cana-2665	116	1	in	in	ADP
cana-2665	116	2	addition	addition	NOUN
cana-2665	116	3	to	to	ADP
cana-2665	116	4	crosschecking	crosschecke	VERB
cana-2665	116	5	key	key	ADJ
cana-2665	116	6	performance	performance	NOUN
cana-2665	116	7	parameters	parameter	NOUN
cana-2665	116	8	,	,	PUNCT
cana-2665	116	9	validation	validation	NOUN
cana-2665	116	10	involves	involve	VERB
cana-2665	116	11	comparing	compare	VERB
cana-2665	116	12	simulation	simulation	NOUN
cana-2665	116	13	results	result	NOUN
cana-2665	116	14	with	with	ADP
cana-2665	116	15	experimental	experimental	ADJ
cana-2665	116	16	data	datum	NOUN
cana-2665	116	17	from	from	ADP
cana-2665	116	18	fabricated	fabricate	VERB
cana-2665	116	19	devices	device	NOUN
cana-2665	116	20	.	.	PUNCT
cana-2665	117	1	this	this	DET
cana-2665	117	2	comparison	comparison	NOUN
cana-2665	117	3	helps	helps	AUX
cana-2665	117	4	identify	identify	VERB
cana-2665	117	5	any	any	DET
cana-2665	117	6	discrepancies	discrepancy	NOUN
cana-2665	117	7	and	and	CCONJ
cana-2665	117	8	refine	refine	VERB
cana-2665	117	9	the	the	DET
cana-2665	117	10	input	input	NOUN
cana-2665	117	11	parameters	parameter	NOUN
cana-2665	117	12	to	to	PART
cana-2665	117	13	achieve	achieve	VERB
cana-2665	117	14	a	a	DET
cana-2665	117	15	closer	close	ADJ
cana-2665	117	16	match	match	NOUN
cana-2665	117	17	between	between	ADP
cana-2665	117	18	theoretical	theoretical	ADJ
cana-2665	117	19	and	and	CCONJ
cana-2665	117	20	practical	practical	ADJ
cana-2665	117	21	outcomes	outcome	NOUN
cana-2665	117	22	.	.	PUNCT
cana-2665	118	1	by	by	ADP
cana-2665	118	2	iteratively	iteratively	ADV
cana-2665	118	3	adjusting	adjust	VERB
cana-2665	118	4	material	material	ADJ
cana-2665	118	5	properties	property	NOUN
cana-2665	118	6	,	,	PUNCT
cana-2665	118	7	defect	defect	VERB
cana-2665	118	8	states	state	NOUN
cana-2665	118	9	,	,	PUNCT
cana-2665	118	10	and	and	CCONJ
cana-2665	118	11	interface	interface	NOUN
cana-2665	118	12	characteristics	characteristic	NOUN
cana-2665	118	13	,	,	PUNCT
cana-2665	118	14	researchers	researcher	NOUN
cana-2665	118	15	can	can	AUX
cana-2665	118	16	improve	improve	VERB
cana-2665	118	17	the	the	DET
cana-2665	118	18	accuracy	accuracy	NOUN
cana-2665	118	19	of	of	ADP
cana-2665	118	20	the	the	DET
cana-2665	118	21	scaps	scap	NOUN
cana-2665	118	22	model	model	NOUN
cana-2665	118	23	.	.	PUNCT
cana-2665	119	1	such	such	ADJ
cana-2665	119	2	validation	validation	NOUN
cana-2665	119	3	not	not	PART
cana-2665	119	4	only	only	ADV
cana-2665	119	5	strengthens	strengthen	VERB
cana-2665	119	6	the	the	DET
cana-2665	119	7	reliability	reliability	NOUN
cana-2665	119	8	of	of	ADP
cana-2665	119	9	the	the	DET
cana-2665	119	10	simulations	simulation	NOUN
cana-2665	119	11	but	but	CCONJ
cana-2665	119	12	also	also	ADV
cana-2665	119	13	provides	provide	VERB
cana-2665	119	14	valuable	valuable	ADJ
cana-2665	119	15	insights	insight	NOUN
cana-2665	119	16	into	into	ADP
cana-2665	119	17	underlying	underlying	ADJ
cana-2665	119	18	physical	physical	ADJ
cana-2665	119	19	processes	process	NOUN
cana-2665	119	20	,	,	PUNCT
cana-2665	119	21	guiding	guide	VERB
cana-2665	119	22	the	the	DET
cana-2665	119	23	development	development	NOUN
cana-2665	119	24	of	of	ADP
cana-2665	119	25	more	more	ADV
cana-2665	119	26	efficient	efficient	ADJ
cana-2665	119	27	and	and	CCONJ
cana-2665	119	28	optimized	optimize	VERB
cana-2665	119	29	solar	solar	ADJ
cana-2665	119	30	cell	cell	NOUN
cana-2665	119	31	designs	design	NOUN
cana-2665	119	32	.	.	PUNCT
cana-2665	120	1	communications	communication	NOUN
cana-2665	120	2	on	on	ADP
cana-2665	120	3	applied	apply	VERB
cana-2665	120	4	nonlinear	nonlinear	ADJ
cana-2665	120	5	analysis	analysis	NOUN
cana-2665	120	6	issn	issn	NOUN
cana-2665	120	7	:	:	PUNCT
cana-2665	120	8	1074	1074	NUM
cana-2665	120	9	-	-	PUNCT
cana-2665	120	10	133x	133x	NUM
cana-2665	120	11	vol	vol	NOUN
cana-2665	120	12	32	32	NUM
cana-2665	120	13	no	no	NOUN
cana-2665	120	14	.	.	PUNCT
cana-2665	121	1	3s	3s	NUM
cana-2665	121	2	(	(	PUNCT
cana-2665	121	3	2025	2025	NUM
cana-2665	121	4	)	)	PUNCT
cana-2665	121	5	428	428	NUM
cana-2665	121	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	121	7	fig	fig	NOUN
cana-2665	121	8	12	12	NUM
cana-2665	121	9	.	.	PUNCT
cana-2665	122	1	jv	jv	NOUN
cana-2665	122	2	curve	curve	NOUN
cana-2665	122	3	for	for	ADP
cana-2665	122	4	a	a	DET
cana-2665	122	5	solar	solar	ADJ
cana-2665	122	6	cell	cell	NOUN
cana-2665	122	7	(	(	PUNCT
cana-2665	122	8	matlab	matlab	PROPN
cana-2665	122	9	simulation	simulation	PROPN
cana-2665	122	10	)	)	PUNCT
cana-2665	122	11	the	the	DET
cana-2665	122	12	jv	jv	PROPN
cana-2665	122	13	curve	curve	NOUN
cana-2665	122	14	represents	represent	VERB
cana-2665	122	15	the	the	DET
cana-2665	122	16	relationship	relationship	NOUN
cana-2665	122	17	between	between	ADP
cana-2665	122	18	current	current	ADJ
cana-2665	122	19	density	density	NOUN
cana-2665	122	20	(	(	PUNCT
cana-2665	122	21	j	j	NOUN
cana-2665	122	22	)	)	PUNCT
cana-2665	122	23	and	and	CCONJ
cana-2665	122	24	voltage	voltage	NOUN
cana-2665	122	25	(	(	PUNCT
cana-2665	122	26	v	v	NOUN
cana-2665	122	27	)	)	PUNCT
cana-2665	122	28	for	for	ADP
cana-2665	122	29	a	a	DET
cana-2665	122	30	perovskite	perovskite	ADJ
cana-2665	122	31	solar	solar	ADJ
cana-2665	122	32	cell	cell	NOUN
cana-2665	122	33	,	,	PUNCT
cana-2665	122	34	illustrating	illustrate	VERB
cana-2665	122	35	key	key	ADJ
cana-2665	122	36	performance	performance	NOUN
cana-2665	122	37	metrics	metric	NOUN
cana-2665	122	38	such	such	ADJ
cana-2665	122	39	as	as	ADP
cana-2665	122	40	the	the	DET
cana-2665	122	41	short	short	ADJ
cana-2665	122	42	-	-	PUNCT
cana-2665	122	43	circuit	circuit	NOUN
cana-2665	122	44	current	current	ADJ
cana-2665	122	45	density	density	NOUN
cana-2665	122	46	(	(	PUNCT
cana-2665	122	47	jsc	jsc	PROPN
cana-2665	122	48	)	)	PUNCT
cana-2665	122	49	at	at	ADP
cana-2665	122	50	zero	zero	NUM
cana-2665	122	51	voltage	voltage	NOUN
cana-2665	122	52	,	,	PUNCT
cana-2665	122	53	open	open	ADJ
cana-2665	122	54	-	-	PUNCT
cana-2665	122	55	circuit	circuit	NOUN
cana-2665	122	56	voltage	voltage	NOUN
cana-2665	122	57	(	(	PUNCT
cana-2665	122	58	voc	voc	NOUN
cana-2665	122	59	)	)	PUNCT
cana-2665	122	60	at	at	ADP
cana-2665	122	61	zero	zero	NUM
cana-2665	122	62	current	current	ADJ
cana-2665	122	63	,	,	PUNCT
cana-2665	122	64	and	and	CCONJ
cana-2665	122	65	the	the	DET
cana-2665	122	66	maximum	maximum	ADJ
cana-2665	122	67	power	power	NOUN
cana-2665	122	68	point	point	NOUN
cana-2665	122	69	(	(	PUNCT
cana-2665	122	70	mpp	mpp	NOUN
cana-2665	122	71	)	)	PUNCT
cana-2665	122	72	,	,	PUNCT
cana-2665	122	73	where	where	SCONJ
cana-2665	122	74	power	power	NOUN
cana-2665	122	75	output	output	NOUN
cana-2665	122	76	is	be	AUX
cana-2665	122	77	maximized	maximize	VERB
cana-2665	122	78	.	.	PUNCT
cana-2665	123	1	the	the	DET
cana-2665	123	2	steep	steep	ADJ
cana-2665	123	3	drop	drop	NOUN
cana-2665	123	4	in	in	ADP
cana-2665	123	5	current	current	ADJ
cana-2665	123	6	beyond	beyond	NOUN
cana-2665	123	7	voc	voc	NOUN
cana-2665	123	8	reflects	reflect	VERB
cana-2665	123	9	diode	diode	NOUN
cana-2665	123	10	-	-	PUNCT
cana-2665	123	11	like	like	ADJ
cana-2665	123	12	behavior	behavior	NOUN
cana-2665	123	13	,	,	PUNCT
cana-2665	123	14	while	while	SCONJ
cana-2665	123	15	the	the	DET
cana-2665	123	16	flat	flat	ADJ
cana-2665	123	17	region	region	NOUN
cana-2665	123	18	near	near	ADP
cana-2665	123	19	jsc	jsc	PROPN
cana-2665	123	20	indicates	indicate	VERB
cana-2665	123	21	efficient	efficient	ADJ
cana-2665	123	22	carrier	carrier	NOUN
cana-2665	123	23	collection	collection	NOUN
cana-2665	123	24	.	.	PUNCT
cana-2665	124	1	numerical	numerical	PROPN
cana-2665	124	2	simulation	simulation	PROPN
cana-2665	124	3	tools	tool	NOUN
cana-2665	124	4	were	be	AUX
cana-2665	124	5	used	use	VERB
cana-2665	124	6	to	to	PART
cana-2665	124	7	model	model	VERB
cana-2665	124	8	this	this	DET
cana-2665	124	9	behavior	behavior	NOUN
cana-2665	124	10	by	by	ADP
cana-2665	124	11	solving	solve	VERB
cana-2665	124	12	semiconductor	semiconductor	NOUN
cana-2665	124	13	equations	equation	NOUN
cana-2665	124	14	,	,	PUNCT
cana-2665	124	15	incorporating	incorporate	VERB
cana-2665	124	16	effects	effect	NOUN
cana-2665	124	17	like	like	ADP
cana-2665	124	18	series	series	PROPN
cana-2665	124	19	resistance	resistance	NOUN
cana-2665	124	20	,	,	PUNCT
cana-2665	124	21	shunt	shunt	NOUN
cana-2665	124	22	resistance	resistance	NOUN
cana-2665	124	23	,	,	PUNCT
cana-2665	124	24	and	and	CCONJ
cana-2665	124	25	material	material	NOUN
cana-2665	124	26	properties	property	NOUN
cana-2665	124	27	.	.	PUNCT
cana-2665	125	1	the	the	DET
cana-2665	125	2	curve	curve	NOUN
cana-2665	125	3	highlights	highlight	NOUN
cana-2665	125	4	how	how	SCONJ
cana-2665	125	5	varying	vary	VERB
cana-2665	125	6	parameters	parameter	NOUN
cana-2665	125	7	such	such	ADJ
cana-2665	125	8	as	as	ADP
cana-2665	125	9	temperature	temperature	NOUN
cana-2665	125	10	,	,	PUNCT
cana-2665	125	11	bandgap	bandgap	NOUN
cana-2665	125	12	,	,	PUNCT
cana-2665	125	13	and	and	CCONJ
cana-2665	125	14	charge	charge	NOUN
cana-2665	125	15	transport	transport	NOUN
cana-2665	125	16	characteristics	characteristic	NOUN
cana-2665	125	17	influence	influence	NOUN
cana-2665	125	18	the	the	DET
cana-2665	125	19	cell	cell	NOUN
cana-2665	125	20	’s	’s	PART
cana-2665	125	21	efficiency	efficiency	NOUN
cana-2665	125	22	,	,	PUNCT
cana-2665	125	23	fill	fill	NOUN
cana-2665	125	24	factor	factor	NOUN
cana-2665	125	25	,	,	PUNCT
cana-2665	125	26	and	and	CCONJ
cana-2665	125	27	overall	overall	ADJ
cana-2665	125	28	performance	performance	NOUN
cana-2665	125	29	,	,	PUNCT
cana-2665	125	30	offering	offer	VERB
cana-2665	125	31	critical	critical	ADJ
cana-2665	125	32	insights	insight	NOUN
cana-2665	125	33	for	for	ADP
cana-2665	125	34	optimizing	optimize	VERB
cana-2665	125	35	solar	solar	ADJ
cana-2665	125	36	cell	cell	NOUN
cana-2665	125	37	designs	design	NOUN
cana-2665	125	38	.	.	PUNCT
cana-2665	126	1	7	7	X
cana-2665	126	2	.	.	X
cana-2665	126	3	advanced	advanced	ADJ
cana-2665	126	4	parameter	parameter	NOUN
cana-2665	126	5	sensitivity	sensitivity	NOUN
cana-2665	126	6	analysis	analysis	NOUN
cana-2665	126	7	sensitivity	sensitivity	NOUN
cana-2665	126	8	analysis	analysis	NOUN
cana-2665	126	9	is	be	AUX
cana-2665	126	10	a	a	DET
cana-2665	126	11	powerful	powerful	ADJ
cana-2665	126	12	approach	approach	NOUN
cana-2665	126	13	to	to	PART
cana-2665	126	14	explore	explore	VERB
cana-2665	126	15	how	how	SCONJ
cana-2665	126	16	variations	variation	NOUN
cana-2665	126	17	in	in	ADP
cana-2665	126	18	key	key	ADJ
cana-2665	126	19	parameters	parameter	NOUN
cana-2665	126	20	influence	influence	VERB
cana-2665	126	21	the	the	DET
cana-2665	126	22	performance	performance	NOUN
cana-2665	126	23	of	of	ADP
cana-2665	126	24	perovskite	perovskite	ADJ
cana-2665	126	25	solar	solar	ADJ
cana-2665	126	26	cells	cell	NOUN
cana-2665	126	27	.	.	PUNCT
cana-2665	127	1	by	by	ADP
cana-2665	127	2	leveraging	leverage	VERB
cana-2665	127	3	computational	computational	ADJ
cana-2665	127	4	tools	tool	NOUN
cana-2665	127	5	,	,	PUNCT
cana-2665	127	6	researchers	researcher	NOUN
cana-2665	127	7	can	can	AUX
cana-2665	127	8	simulate	simulate	VERB
cana-2665	127	9	changes	change	NOUN
cana-2665	127	10	in	in	ADP
cana-2665	127	11	material	material	NOUN
cana-2665	127	12	properties	property	NOUN
cana-2665	127	13	and	and	CCONJ
cana-2665	127	14	environmental	environmental	ADJ
cana-2665	127	15	conditions	condition	NOUN
cana-2665	127	16	to	to	PART
cana-2665	127	17	assess	assess	VERB
cana-2665	127	18	their	their	PRON
cana-2665	127	19	impact	impact	NOUN
cana-2665	127	20	on	on	ADP
cana-2665	127	21	metrics	metric	NOUN
cana-2665	127	22	such	such	ADJ
cana-2665	127	23	as	as	ADP
cana-2665	127	24	efficiency	efficiency	NOUN
cana-2665	127	25	,	,	PUNCT
cana-2665	127	26	fill	fill	NOUN
cana-2665	127	27	factor	factor	NOUN
cana-2665	127	28	(	(	PUNCT
cana-2665	127	29	ff	ff	NOUN
cana-2665	127	30	)	)	PUNCT
cana-2665	127	31	,	,	PUNCT
cana-2665	127	32	open	open	ADJ
cana-2665	127	33	-	-	PUNCT
cana-2665	127	34	circuit	circuit	NOUN
cana-2665	127	35	voltage	voltage	NOUN
cana-2665	127	36	(	(	PUNCT
cana-2665	127	37	voc	voc	NOUN
cana-2665	127	38	)	)	PUNCT
cana-2665	127	39	,	,	PUNCT
cana-2665	127	40	and	and	CCONJ
cana-2665	127	41	short	short	ADJ
cana-2665	127	42	-	-	PUNCT
cana-2665	127	43	circuit	circuit	NOUN
cana-2665	127	44	current	current	ADJ
cana-2665	127	45	density	density	NOUN
cana-2665	127	46	(	(	PUNCT
cana-2665	127	47	jsc	jsc	PROPN
cana-2665	127	48	)	)	PUNCT
cana-2665	127	49	.	.	PUNCT
cana-2665	128	1	key	key	ADJ
cana-2665	128	2	parameters	parameter	NOUN
cana-2665	128	3	like	like	ADP
cana-2665	128	4	bandgap	bandgap	NOUN
cana-2665	128	5	energy	energy	NOUN
cana-2665	128	6	,	,	PUNCT
cana-2665	128	7	carrier	carrier	NOUN
cana-2665	128	8	mobility	mobility	NOUN
cana-2665	128	9	,	,	PUNCT
cana-2665	128	10	and	and	CCONJ
cana-2665	128	11	recombination	recombination	NOUN
cana-2665	128	12	rates	rate	NOUN
cana-2665	128	13	are	be	AUX
cana-2665	128	14	systematically	systematically	ADV
cana-2665	128	15	altered	alter	VERB
cana-2665	128	16	to	to	PART
cana-2665	128	17	identify	identify	VERB
cana-2665	128	18	their	their	PRON
cana-2665	128	19	influence	influence	NOUN
cana-2665	128	20	on	on	ADP
cana-2665	128	21	charge	charge	NOUN
cana-2665	128	22	transport	transport	NOUN
cana-2665	128	23	and	and	CCONJ
cana-2665	128	24	carrier	carrier	NOUN
cana-2665	128	25	collection	collection	NOUN
cana-2665	128	26	.	.	PUNCT
cana-2665	129	1	similarly	similarly	ADV
cana-2665	129	2	,	,	PUNCT
cana-2665	129	3	environmental	environmental	ADJ
cana-2665	129	4	factors	factor	NOUN
cana-2665	129	5	such	such	ADJ
cana-2665	129	6	as	as	ADP
cana-2665	129	7	operational	operational	ADJ
cana-2665	129	8	temperature	temperature	NOUN
cana-2665	129	9	and	and	CCONJ
cana-2665	129	10	illumination	illumination	NOUN
cana-2665	129	11	intensity	intensity	NOUN
cana-2665	129	12	are	be	AUX
cana-2665	129	13	varied	varied	ADJ
cana-2665	129	14	to	to	PART
cana-2665	129	15	understand	understand	VERB
cana-2665	129	16	real	real	ADJ
cana-2665	129	17	-	-	PUNCT
cana-2665	129	18	world	world	NOUN
cana-2665	129	19	performance	performance	NOUN
cana-2665	129	20	fluctuations	fluctuation	NOUN
cana-2665	129	21	.	.	PUNCT
cana-2665	130	1	this	this	DET
cana-2665	130	2	type	type	NOUN
cana-2665	130	3	of	of	ADP
cana-2665	130	4	analysis	analysis	NOUN
cana-2665	130	5	enables	enable	VERB
cana-2665	130	6	the	the	DET
cana-2665	130	7	identification	identification	NOUN
cana-2665	130	8	of	of	ADP
cana-2665	130	9	critical	critical	ADJ
cana-2665	130	10	performance	performance	NOUN
cana-2665	130	11	drivers	driver	NOUN
cana-2665	130	12	and	and	CCONJ
cana-2665	130	13	optimal	optimal	ADJ
cana-2665	130	14	material	material	NOUN
cana-2665	130	15	configurations	configuration	NOUN
cana-2665	130	16	,	,	PUNCT
cana-2665	130	17	guiding	guide	VERB
cana-2665	130	18	the	the	DET
cana-2665	130	19	design	design	NOUN
cana-2665	130	20	of	of	ADP
cana-2665	130	21	more	more	ADV
cana-2665	130	22	efficient	efficient	ADJ
cana-2665	130	23	and	and	CCONJ
cana-2665	130	24	robust	robust	ADJ
cana-2665	130	25	solar	solar	ADJ
cana-2665	130	26	cells	cell	NOUN
cana-2665	130	27	.	.	PUNCT
cana-2665	131	1	moreover	moreover	ADV
cana-2665	131	2	,	,	PUNCT
cana-2665	131	3	sensitivity	sensitivity	NOUN
cana-2665	131	4	analysis	analysis	NOUN
cana-2665	131	5	helps	help	VERB
cana-2665	131	6	pinpoint	pinpoint	VERB
cana-2665	131	7	parameters	parameter	NOUN
cana-2665	131	8	that	that	PRON
cana-2665	131	9	have	have	VERB
cana-2665	131	10	minimal	minimal	ADJ
cana-2665	131	11	impact	impact	NOUN
cana-2665	131	12	on	on	ADP
cana-2665	131	13	device	device	NOUN
cana-2665	131	14	performance	performance	NOUN
cana-2665	131	15	,	,	PUNCT
cana-2665	131	16	allowing	allow	VERB
cana-2665	131	17	researchers	researcher	NOUN
cana-2665	131	18	to	to	PART
cana-2665	131	19	prioritize	prioritize	VERB
cana-2665	131	20	efforts	effort	NOUN
cana-2665	131	21	on	on	ADP
cana-2665	131	22	factors	factor	NOUN
cana-2665	131	23	with	with	ADP
cana-2665	131	24	the	the	DET
cana-2665	131	25	greatest	great	ADJ
cana-2665	131	26	influence	influence	NOUN
cana-2665	131	27	.	.	PUNCT
cana-2665	132	1	this	this	DET
cana-2665	132	2	approach	approach	NOUN
cana-2665	132	3	also	also	ADV
cana-2665	132	4	aids	aid	VERB
cana-2665	132	5	in	in	ADP
cana-2665	132	6	understanding	understand	VERB
cana-2665	132	7	the	the	DET
cana-2665	132	8	trade	trade	NOUN
cana-2665	132	9	-	-	PUNCT
cana-2665	132	10	offs	off	NOUN
cana-2665	132	11	between	between	ADP
cana-2665	132	12	different	different	ADJ
cana-2665	132	13	properties	property	NOUN
cana-2665	132	14	,	,	PUNCT
cana-2665	132	15	such	such	ADJ
cana-2665	132	16	as	as	ADP
cana-2665	132	17	the	the	DET
cana-2665	132	18	balance	balance	NOUN
cana-2665	132	19	between	between	ADP
cana-2665	132	20	carrier	carrier	NOUN
cana-2665	132	21	mobility	mobility	NOUN
cana-2665	132	22	and	and	CCONJ
cana-2665	132	23	recombination	recombination	NOUN
cana-2665	132	24	rates	rate	NOUN
cana-2665	132	25	.	.	PUNCT
cana-2665	133	1	by	by	ADP
cana-2665	133	2	providing	provide	VERB
cana-2665	133	3	a	a	DET
cana-2665	133	4	comprehensive	comprehensive	ADJ
cana-2665	133	5	view	view	NOUN
cana-2665	133	6	of	of	ADP
cana-2665	133	7	how	how	SCONJ
cana-2665	133	8	various	various	ADJ
cana-2665	133	9	factors	factor	NOUN
cana-2665	133	10	interact	interact	VERB
cana-2665	133	11	,	,	PUNCT
cana-2665	133	12	sensitivity	sensitivity	NOUN
cana-2665	133	13	analysis	analysis	NOUN
cana-2665	133	14	not	not	PART
cana-2665	133	15	only	only	ADV
cana-2665	133	16	optimizes	optimize	VERB
cana-2665	133	17	material	material	NOUN
cana-2665	133	18	and	and	CCONJ
cana-2665	133	19	device	device	NOUN
cana-2665	133	20	design	design	NOUN
cana-2665	133	21	but	but	CCONJ
cana-2665	133	22	also	also	ADV
cana-2665	133	23	offers	offer	VERB
cana-2665	133	24	a	a	DET
cana-2665	133	25	deeper	deep	ADJ
cana-2665	133	26	understanding	understanding	NOUN
cana-2665	133	27	of	of	ADP
cana-2665	133	28	the	the	DET
cana-2665	133	29	underlying	underlie	VERB
cana-2665	133	30	physics	physics	NOUN
cana-2665	133	31	governing	govern	VERB
cana-2665	133	32	solar	solar	ADJ
cana-2665	133	33	cell	cell	NOUN
cana-2665	133	34	operation	operation	NOUN
cana-2665	133	35	.	.	PUNCT
cana-2665	134	1	this	this	PRON
cana-2665	134	2	makes	make	VERB
cana-2665	134	3	it	it	PRON
cana-2665	134	4	an	an	DET
cana-2665	134	5	indispensable	indispensable	ADJ
cana-2665	134	6	tool	tool	NOUN
cana-2665	134	7	for	for	ADP
cana-2665	134	8	advancing	advance	VERB
cana-2665	134	9	the	the	DET
cana-2665	134	10	development	development	NOUN
cana-2665	134	11	of	of	ADP
cana-2665	134	12	high	high	ADJ
cana-2665	134	13	-	-	PUNCT
cana-2665	134	14	performance	performance	NOUN
cana-2665	134	15	perovskite	perovskite	NOUN
cana-2665	134	16	solar	solar	ADJ
cana-2665	134	17	cells	cell	NOUN
cana-2665	134	18	.	.	PUNCT
cana-2665	135	1	communications	communication	NOUN
cana-2665	135	2	on	on	ADP
cana-2665	135	3	applied	apply	VERB
cana-2665	135	4	nonlinear	nonlinear	ADJ
cana-2665	135	5	analysis	analysis	NOUN
cana-2665	135	6	issn	issn	NOUN
cana-2665	135	7	:	:	PUNCT
cana-2665	135	8	1074	1074	NUM
cana-2665	135	9	-	-	PUNCT
cana-2665	135	10	133x	133x	NUM
cana-2665	135	11	vol	vol	NOUN
cana-2665	135	12	32	32	NUM
cana-2665	135	13	no	no	NOUN
cana-2665	135	14	.	.	PUNCT
cana-2665	136	1	3s	3s	NUM
cana-2665	136	2	(	(	PUNCT
cana-2665	136	3	2025	2025	NUM
cana-2665	136	4	)	)	PUNCT
cana-2665	136	5	429	429	NUM
cana-2665	136	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	136	7	fig	fig	NOUN
cana-2665	136	8	13	13	NUM
cana-2665	136	9	.	.	PUNCT
cana-2665	137	1	sensitivity	sensitivity	NOUN
cana-2665	137	2	analysis	analysis	NOUN
cana-2665	137	3	(	(	PUNCT
cana-2665	137	4	matlab	matlab	PROPN
cana-2665	137	5	simulation	simulation	PROPN
cana-2665	137	6	)	)	PUNCT
cana-2665	137	7	the	the	DET
cana-2665	137	8	code	code	NOUN
cana-2665	137	9	evaluates	evaluate	VERB
cana-2665	137	10	how	how	SCONJ
cana-2665	137	11	variations	variation	NOUN
cana-2665	137	12	in	in	ADP
cana-2665	137	13	bandgap	bandgap	NOUN
cana-2665	137	14	energy	energy	NOUN
cana-2665	137	15	(	(	PUNCT
cana-2665	137	16	eg	eg	NOUN
cana-2665	137	17	)	)	PUNCT
cana-2665	137	18	and	and	CCONJ
cana-2665	137	19	carrier	carrier	NOUN
cana-2665	137	20	mobility	mobility	NOUN
cana-2665	137	21	(	(	PUNCT
cana-2665	137	22	μ\muμ	μ\muμ	NOUN
cana-2665	137	23	)	)	PUNCT
cana-2665	137	24	influence	influence	NOUN
cana-2665	137	25	the	the	DET
cana-2665	137	26	efficiency	efficiency	NOUN
cana-2665	137	27	of	of	ADP
cana-2665	137	28	perovskite	perovskite	ADJ
cana-2665	137	29	solar	solar	ADJ
cana-2665	137	30	cells	cell	NOUN
cana-2665	137	31	.	.	PUNCT
cana-2665	138	1	the	the	DET
cana-2665	138	2	results	result	NOUN
cana-2665	138	3	are	be	AUX
cana-2665	138	4	visualized	visualize	VERB
cana-2665	138	5	as	as	ADP
cana-2665	138	6	a	a	DET
cana-2665	138	7	3d	3d	NUM
cana-2665	138	8	surface	surface	NOUN
cana-2665	138	9	plot	plot	NOUN
cana-2665	138	10	,	,	PUNCT
cana-2665	138	11	highlighting	highlight	VERB
cana-2665	138	12	the	the	DET
cana-2665	138	13	relationship	relationship	NOUN
cana-2665	138	14	between	between	ADP
cana-2665	138	15	these	these	DET
cana-2665	138	16	parameters	parameter	NOUN
cana-2665	138	17	.	.	PUNCT
cana-2665	139	1	as	as	ADP
cana-2665	139	2	bandgap	bandgap	NOUN
cana-2665	139	3	energy	energy	NOUN
cana-2665	139	4	increases	increase	NOUN
cana-2665	139	5	,	,	PUNCT
cana-2665	139	6	the	the	DET
cana-2665	139	7	open	open	ADJ
cana-2665	139	8	-	-	PUNCT
cana-2665	139	9	circuit	circuit	NOUN
cana-2665	139	10	voltage	voltage	NOUN
cana-2665	139	11	(	(	PUNCT
cana-2665	139	12	voc	voc	NOUN
cana-2665	139	13	)	)	PUNCT
cana-2665	139	14	improves	improve	VERB
cana-2665	139	15	,	,	PUNCT
cana-2665	139	16	leading	lead	VERB
cana-2665	139	17	to	to	ADP
cana-2665	139	18	higher	high	ADJ
cana-2665	139	19	efficiency	efficiency	NOUN
cana-2665	139	20	,	,	PUNCT
cana-2665	139	21	but	but	CCONJ
cana-2665	139	22	only	only	ADV
cana-2665	139	23	up	up	ADP
cana-2665	139	24	to	to	ADP
cana-2665	139	25	an	an	DET
cana-2665	139	26	optimal	optimal	ADJ
cana-2665	139	27	range	range	NOUN
cana-2665	139	28	due	due	ADP
cana-2665	139	29	to	to	ADP
cana-2665	139	30	reduced	reduce	VERB
cana-2665	139	31	absorption	absorption	NOUN
cana-2665	139	32	at	at	ADP
cana-2665	139	33	higher	high	ADJ
cana-2665	139	34	bandgaps	bandgap	NOUN
cana-2665	139	35	.	.	PUNCT
cana-2665	140	1	similarly	similarly	ADV
cana-2665	140	2	,	,	PUNCT
cana-2665	140	3	higher	high	ADJ
cana-2665	140	4	carrier	carrier	NOUN
cana-2665	140	5	mobility	mobility	NOUN
cana-2665	140	6	enhances	enhance	VERB
cana-2665	140	7	charge	charge	NOUN
cana-2665	140	8	transport	transport	NOUN
cana-2665	140	9	and	and	CCONJ
cana-2665	140	10	reduces	reduce	VERB
cana-2665	140	11	recombination	recombination	NOUN
cana-2665	140	12	losses	loss	NOUN
cana-2665	140	13	,	,	PUNCT
cana-2665	140	14	positively	positively	ADV
cana-2665	140	15	impacting	impact	VERB
cana-2665	140	16	short	short	ADJ
cana-2665	140	17	-	-	PUNCT
cana-2665	140	18	circuit	circuit	NOUN
cana-2665	140	19	current	current	ADJ
cana-2665	140	20	density	density	NOUN
cana-2665	140	21	(	(	PUNCT
cana-2665	140	22	jsc	jsc	PROPN
cana-2665	140	23	)	)	PUNCT
cana-2665	140	24	and	and	CCONJ
cana-2665	140	25	overall	overall	ADJ
cana-2665	140	26	efficiency	efficiency	NOUN
cana-2665	140	27	.	.	PUNCT
cana-2665	141	1	the	the	DET
cana-2665	141	2	surface	surface	NOUN
cana-2665	141	3	plot	plot	NOUN
cana-2665	141	4	allows	allow	VERB
cana-2665	141	5	researchers	researcher	NOUN
cana-2665	141	6	to	to	PART
cana-2665	141	7	identify	identify	VERB
cana-2665	141	8	parameter	parameter	NOUN
cana-2665	141	9	combinations	combination	NOUN
cana-2665	141	10	that	that	PRON
cana-2665	141	11	maximize	maximize	VERB
cana-2665	141	12	performance	performance	NOUN
cana-2665	141	13	,	,	PUNCT
cana-2665	141	14	providing	provide	VERB
cana-2665	141	15	valuable	valuable	ADJ
cana-2665	141	16	insights	insight	NOUN
cana-2665	141	17	for	for	ADP
cana-2665	141	18	optimizing	optimize	VERB
cana-2665	141	19	perovskite	perovskite	NOUN
cana-2665	141	20	material	material	NOUN
cana-2665	141	21	properties	property	NOUN
cana-2665	141	22	and	and	CCONJ
cana-2665	141	23	device	device	NOUN
cana-2665	141	24	architectures	architecture	NOUN
cana-2665	141	25	.	.	PUNCT
cana-2665	142	1	8	8	X
cana-2665	142	2	.	.	X
cana-2665	142	3	layer	layer	NOUN
cana-2665	142	4	optimization	optimization	NOUN
cana-2665	142	5	optimizing	optimize	VERB
cana-2665	142	6	the	the	DET
cana-2665	142	7	thickness	thickness	NOUN
cana-2665	142	8	of	of	ADP
cana-2665	142	9	key	key	ADJ
cana-2665	142	10	layers	layer	NOUN
cana-2665	142	11	in	in	ADP
cana-2665	142	12	perovskite	perovskite	ADJ
cana-2665	142	13	solar	solar	ADJ
cana-2665	142	14	cells	cell	NOUN
cana-2665	142	15	is	be	AUX
cana-2665	142	16	essential	essential	ADJ
cana-2665	142	17	for	for	ADP
cana-2665	142	18	maximizing	maximize	VERB
cana-2665	142	19	efficiency	efficiency	NOUN
cana-2665	142	20	.	.	PUNCT
cana-2665	143	1	by	by	ADP
cana-2665	143	2	employing	employ	VERB
cana-2665	143	3	computational	computational	ADJ
cana-2665	143	4	techniques	technique	NOUN
cana-2665	143	5	,	,	PUNCT
cana-2665	143	6	the	the	DET
cana-2665	143	7	thickness	thickness	NOUN
cana-2665	143	8	of	of	ADP
cana-2665	143	9	the	the	DET
cana-2665	143	10	perovskite	perovskite	NOUN
cana-2665	143	11	absorber	absorber	NOUN
cana-2665	143	12	layer	layer	NOUN
cana-2665	143	13	,	,	PUNCT
cana-2665	143	14	electron	electron	NOUN
cana-2665	143	15	transport	transport	NOUN
cana-2665	143	16	layer	layer	NOUN
cana-2665	143	17	(	(	PUNCT
cana-2665	143	18	etl	etl	NOUN
cana-2665	143	19	)	)	PUNCT
cana-2665	143	20	,	,	PUNCT
cana-2665	143	21	and	and	CCONJ
cana-2665	143	22	hole	hole	NOUN
cana-2665	143	23	transport	transport	NOUN
cana-2665	143	24	layer	layer	NOUN
cana-2665	143	25	(	(	PUNCT
cana-2665	143	26	htl	htl	PROPN
cana-2665	143	27	)	)	PUNCT
cana-2665	143	28	is	be	AUX
cana-2665	143	29	varied	varied	ADJ
cana-2665	143	30	to	to	PART
cana-2665	143	31	identify	identify	VERB
cana-2665	143	32	their	their	PRON
cana-2665	143	33	impact	impact	NOUN
cana-2665	143	34	on	on	ADP
cana-2665	143	35	device	device	NOUN
cana-2665	143	36	performance	performance	NOUN
cana-2665	143	37	.	.	PUNCT
cana-2665	144	1	changes	change	NOUN
cana-2665	144	2	in	in	ADP
cana-2665	144	3	the	the	DET
cana-2665	144	4	absorber	absorber	NOUN
cana-2665	144	5	layer	layer	NOUN
cana-2665	144	6	affect	affect	VERB
cana-2665	144	7	light	light	ADJ
cana-2665	144	8	absorption	absorption	NOUN
cana-2665	144	9	and	and	CCONJ
cana-2665	144	10	carrier	carrier	NOUN
cana-2665	144	11	generation	generation	NOUN
cana-2665	144	12	,	,	PUNCT
cana-2665	144	13	while	while	SCONJ
cana-2665	144	14	etl	etl	NOUN
cana-2665	144	15	and	and	CCONJ
cana-2665	144	16	htl	htl	PROPN
cana-2665	144	17	thickness	thickness	NOUN
cana-2665	144	18	influence	influence	NOUN
cana-2665	144	19	charge	charge	NOUN
cana-2665	144	20	transport	transport	NOUN
cana-2665	144	21	and	and	CCONJ
cana-2665	144	22	recombination	recombination	NOUN
cana-2665	144	23	.	.	PUNCT
cana-2665	145	1	simulated	simulate	VERB
cana-2665	145	2	results	result	NOUN
cana-2665	145	3	provide	provide	VERB
cana-2665	145	4	insights	insight	NOUN
cana-2665	145	5	into	into	ADP
cana-2665	145	6	optimal	optimal	ADJ
cana-2665	145	7	layer	layer	NOUN
cana-2665	145	8	dimensions	dimension	NOUN
cana-2665	145	9	that	that	PRON
cana-2665	145	10	enhance	enhance	VERB
cana-2665	145	11	metrics	metric	NOUN
cana-2665	145	12	like	like	ADP
cana-2665	145	13	short	short	ADJ
cana-2665	145	14	-	-	PUNCT
cana-2665	145	15	circuit	circuit	NOUN
cana-2665	145	16	current	current	ADJ
cana-2665	145	17	density	density	NOUN
cana-2665	145	18	(	(	PUNCT
cana-2665	145	19	jsc	jsc	PROPN
cana-2665	145	20	)	)	PUNCT
cana-2665	145	21	,	,	PUNCT
cana-2665	145	22	open	open	ADJ
cana-2665	145	23	-	-	PUNCT
cana-2665	145	24	circuit	circuit	NOUN
cana-2665	145	25	voltage	voltage	NOUN
cana-2665	145	26	(	(	PUNCT
cana-2665	145	27	voc	voc	NOUN
cana-2665	145	28	)	)	PUNCT
cana-2665	145	29	,	,	PUNCT
cana-2665	145	30	fill	fill	NOUN
cana-2665	145	31	factor	factor	NOUN
cana-2665	145	32	(	(	PUNCT
cana-2665	145	33	ff	ff	NOUN
cana-2665	145	34	)	)	PUNCT
cana-2665	145	35	,	,	PUNCT
cana-2665	145	36	and	and	CCONJ
cana-2665	145	37	power	power	NOUN
cana-2665	145	38	conversion	conversion	NOUN
cana-2665	145	39	efficiency	efficiency	NOUN
cana-2665	145	40	(	(	PUNCT
cana-2665	145	41	pce	pce	PROPN
cana-2665	145	42	)	)	PUNCT
cana-2665	145	43	.	.	PUNCT
cana-2665	146	1	this	this	DET
cana-2665	146	2	approach	approach	NOUN
cana-2665	146	3	ensures	ensure	VERB
cana-2665	146	4	precise	precise	ADJ
cana-2665	146	5	material	material	NOUN
cana-2665	146	6	utilization	utilization	NOUN
cana-2665	146	7	and	and	CCONJ
cana-2665	146	8	optimal	optimal	ADJ
cana-2665	146	9	device	device	NOUN
cana-2665	146	10	design	design	NOUN
cana-2665	146	11	.	.	PUNCT
cana-2665	147	1	optimizing	optimize	VERB
cana-2665	147	2	the	the	DET
cana-2665	147	3	thickness	thickness	NOUN
cana-2665	147	4	of	of	ADP
cana-2665	147	5	key	key	ADJ
cana-2665	147	6	layers	layer	NOUN
cana-2665	147	7	in	in	ADP
cana-2665	147	8	perovskite	perovskite	ADJ
cana-2665	147	9	solar	solar	ADJ
cana-2665	147	10	cells	cell	NOUN
cana-2665	147	11	specifically	specifically	ADV
cana-2665	147	12	the	the	DET
cana-2665	147	13	perovskite	perovskite	NOUN
cana-2665	147	14	absorber	absorber	NOUN
cana-2665	147	15	layer	layer	NOUN
cana-2665	147	16	,	,	PUNCT
cana-2665	147	17	electron	electron	NOUN
cana-2665	147	18	transport	transport	NOUN
cana-2665	147	19	layer	layer	NOUN
cana-2665	147	20	(	(	PUNCT
cana-2665	147	21	etl	etl	NOUN
cana-2665	147	22	)	)	PUNCT
cana-2665	147	23	,	,	PUNCT
cana-2665	147	24	and	and	CCONJ
cana-2665	147	25	hole	hole	NOUN
cana-2665	147	26	transport	transport	NOUN
cana-2665	147	27	layer	layer	NOUN
cana-2665	147	28	(	(	PUNCT
cana-2665	147	29	htl	htl	PROPN
cana-2665	147	30	)	)	PUNCT
cana-2665	147	31	is	be	AUX
cana-2665	147	32	crucial	crucial	ADJ
cana-2665	147	33	for	for	ADP
cana-2665	147	34	maximizing	maximize	VERB
cana-2665	147	35	the	the	DET
cana-2665	147	36	overall	overall	ADJ
cana-2665	147	37	efficiency	efficiency	NOUN
cana-2665	147	38	of	of	ADP
cana-2665	147	39	the	the	DET
cana-2665	147	40	device	device	NOUN
cana-2665	147	41	.	.	PUNCT
cana-2665	148	1	by	by	ADP
cana-2665	148	2	utilizing	utilize	VERB
cana-2665	148	3	advanced	advanced	ADJ
cana-2665	148	4	computational	computational	ADJ
cana-2665	148	5	algorithms	algorithm	NOUN
cana-2665	148	6	,	,	PUNCT
cana-2665	148	7	the	the	DET
cana-2665	148	8	effects	effect	NOUN
cana-2665	148	9	of	of	ADP
cana-2665	148	10	varying	vary	VERB
cana-2665	148	11	the	the	DET
cana-2665	148	12	thickness	thickness	NOUN
cana-2665	148	13	of	of	ADP
cana-2665	148	14	these	these	DET
cana-2665	148	15	layers	layer	NOUN
cana-2665	148	16	are	be	AUX
cana-2665	148	17	simulated	simulate	VERB
cana-2665	148	18	.	.	PUNCT
cana-2665	149	1	the	the	DET
cana-2665	149	2	perovskite	perovskite	NOUN
cana-2665	149	3	absorber	absorber	NOUN
cana-2665	149	4	layer	layer	NOUN
cana-2665	149	5	is	be	AUX
cana-2665	149	6	responsible	responsible	ADJ
cana-2665	149	7	for	for	ADP
cana-2665	149	8	light	light	ADJ
cana-2665	149	9	absorption	absorption	NOUN
cana-2665	149	10	and	and	CCONJ
cana-2665	149	11	carrier	carrier	NOUN
cana-2665	149	12	generation	generation	NOUN
cana-2665	149	13	,	,	PUNCT
cana-2665	149	14	so	so	ADV
cana-2665	149	15	its	its	PRON
cana-2665	149	16	thickness	thickness	NOUN
cana-2665	149	17	directly	directly	ADV
cana-2665	149	18	influences	influence	VERB
cana-2665	149	19	the	the	DET
cana-2665	149	20	current	current	NOUN
cana-2665	149	21	generated	generate	VERB
cana-2665	149	22	.	.	PUNCT
cana-2665	150	1	similarly	similarly	ADV
cana-2665	150	2	,	,	PUNCT
cana-2665	150	3	the	the	DET
cana-2665	150	4	thickness	thickness	NOUN
cana-2665	150	5	of	of	ADP
cana-2665	150	6	the	the	DET
cana-2665	150	7	etl	etl	NOUN
cana-2665	150	8	and	and	CCONJ
cana-2665	150	9	htl	htl	PROPN
cana-2665	150	10	layers	layer	NOUN
cana-2665	150	11	affects	affect	VERB
cana-2665	150	12	charge	charge	NOUN
cana-2665	150	13	transport	transport	NOUN
cana-2665	150	14	and	and	CCONJ
cana-2665	150	15	recombination	recombination	NOUN
cana-2665	150	16	rates	rate	NOUN
cana-2665	150	17	,	,	PUNCT
cana-2665	150	18	which	which	PRON
cana-2665	150	19	are	be	AUX
cana-2665	150	20	essential	essential	ADJ
cana-2665	150	21	for	for	ADP
cana-2665	150	22	the	the	DET
cana-2665	150	23	effective	effective	ADJ
cana-2665	150	24	extraction	extraction	NOUN
cana-2665	150	25	of	of	ADP
cana-2665	150	26	photogenerated	photogenerated	ADJ
cana-2665	150	27	carriers	carrier	NOUN
cana-2665	150	28	.	.	PUNCT
cana-2665	151	1	communications	communication	NOUN
cana-2665	151	2	on	on	ADP
cana-2665	151	3	applied	apply	VERB
cana-2665	151	4	nonlinear	nonlinear	ADJ
cana-2665	151	5	analysis	analysis	NOUN
cana-2665	151	6	issn	issn	NOUN
cana-2665	151	7	:	:	PUNCT
cana-2665	151	8	1074	1074	NUM
cana-2665	151	9	-	-	PUNCT
cana-2665	151	10	133x	133x	NUM
cana-2665	151	11	vol	vol	NOUN
cana-2665	151	12	32	32	NUM
cana-2665	151	13	no	no	NOUN
cana-2665	151	14	.	.	PUNCT
cana-2665	152	1	3s	3s	NUM
cana-2665	152	2	(	(	PUNCT
cana-2665	152	3	2025	2025	NUM
cana-2665	152	4	)	)	PUNCT
cana-2665	152	5	430	430	NUM
cana-2665	152	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	152	7	fig	fig	NOUN
cana-2665	152	8	14	14	NUM
cana-2665	152	9	.	.	PUNCT
cana-2665	153	1	layer	layer	NOUN
cana-2665	153	2	optimization	optimization	NOUN
cana-2665	153	3	(	(	PUNCT
cana-2665	153	4	matlab	matlab	PROPN
cana-2665	153	5	simulation	simulation	PROPN
cana-2665	153	6	)	)	PUNCT
cana-2665	153	7	computational	computational	ADJ
cana-2665	153	8	models	model	NOUN
cana-2665	153	9	simulate	simulate	VERB
cana-2665	153	10	these	these	DET
cana-2665	153	11	changes	change	NOUN
cana-2665	153	12	,	,	PUNCT
cana-2665	153	13	taking	take	VERB
cana-2665	153	14	into	into	ADP
cana-2665	153	15	account	account	NOUN
cana-2665	153	16	material	material	NOUN
cana-2665	153	17	properties	property	NOUN
cana-2665	153	18	and	and	CCONJ
cana-2665	153	19	interface	interface	NOUN
cana-2665	153	20	characteristics	characteristic	NOUN
cana-2665	153	21	,	,	PUNCT
cana-2665	153	22	allowing	allow	VERB
cana-2665	153	23	researchers	researcher	NOUN
cana-2665	153	24	to	to	PART
cana-2665	153	25	identify	identify	VERB
cana-2665	153	26	the	the	DET
cana-2665	153	27	optimal	optimal	ADJ
cana-2665	153	28	thickness	thickness	NOUN
cana-2665	153	29	for	for	ADP
cana-2665	153	30	each	each	DET
cana-2665	153	31	layer	layer	NOUN
cana-2665	153	32	.	.	PUNCT
cana-2665	154	1	these	these	DET
cana-2665	154	2	simulations	simulation	NOUN
cana-2665	154	3	help	help	VERB
cana-2665	154	4	to	to	PART
cana-2665	154	5	achieve	achieve	VERB
cana-2665	154	6	the	the	DET
cana-2665	154	7	best	good	ADJ
cana-2665	154	8	balance	balance	NOUN
cana-2665	154	9	between	between	ADP
cana-2665	154	10	light	light	ADJ
cana-2665	154	11	absorption	absorption	NOUN
cana-2665	154	12	,	,	PUNCT
cana-2665	154	13	charge	charge	NOUN
cana-2665	154	14	transport	transport	NOUN
cana-2665	154	15	,	,	PUNCT
cana-2665	154	16	and	and	CCONJ
cana-2665	154	17	minimal	minimal	ADJ
cana-2665	154	18	recombination	recombination	NOUN
cana-2665	154	19	,	,	PUNCT
cana-2665	154	20	leading	lead	VERB
cana-2665	154	21	to	to	ADP
cana-2665	154	22	improved	improved	ADJ
cana-2665	154	23	efficiency	efficiency	NOUN
cana-2665	154	24	.	.	PUNCT
cana-2665	155	1	the	the	DET
cana-2665	155	2	insights	insight	NOUN
cana-2665	155	3	gained	gain	VERB
cana-2665	155	4	from	from	ADP
cana-2665	155	5	these	these	DET
cana-2665	155	6	analyses	analysis	NOUN
cana-2665	155	7	contribute	contribute	VERB
cana-2665	155	8	to	to	ADP
cana-2665	155	9	the	the	DET
cana-2665	155	10	development	development	NOUN
cana-2665	155	11	of	of	ADP
cana-2665	155	12	more	more	ADV
cana-2665	155	13	efficient	efficient	ADJ
cana-2665	155	14	and	and	CCONJ
cana-2665	155	15	cost	cost	NOUN
cana-2665	155	16	-	-	PUNCT
cana-2665	155	17	effective	effective	ADJ
cana-2665	155	18	perovskite	perovskite	NOUN
cana-2665	155	19	solar	solar	ADJ
cana-2665	155	20	cells	cell	NOUN
cana-2665	155	21	.	.	PUNCT
cana-2665	156	1	9	9	X
cana-2665	156	2	.	.	X
cana-2665	156	3	circuit	circuit	NOUN
cana-2665	156	4	-	-	PUNCT
cana-2665	156	5	level	level	NOUN
cana-2665	156	6	modeling	modeling	NOUN
cana-2665	156	7	to	to	PART
cana-2665	156	8	understand	understand	VERB
cana-2665	156	9	the	the	DET
cana-2665	156	10	electrical	electrical	ADJ
cana-2665	156	11	behavior	behavior	NOUN
cana-2665	156	12	of	of	ADP
cana-2665	156	13	perovskite	perovskite	ADJ
cana-2665	156	14	solar	solar	ADJ
cana-2665	156	15	cells	cell	NOUN
cana-2665	156	16	,	,	PUNCT
cana-2665	156	17	equivalent	equivalent	ADJ
cana-2665	156	18	circuit	circuit	NOUN
cana-2665	156	19	models	model	NOUN
cana-2665	156	20	are	be	AUX
cana-2665	156	21	used	use	VERB
cana-2665	156	22	to	to	PART
cana-2665	156	23	represent	represent	VERB
cana-2665	156	24	the	the	DET
cana-2665	156	25	device	device	NOUN
cana-2665	156	26	's	's	PART
cana-2665	156	27	performance	performance	NOUN
cana-2665	156	28	.	.	PUNCT
cana-2665	157	1	these	these	DET
cana-2665	157	2	models	model	NOUN
cana-2665	157	3	typically	typically	ADV
cana-2665	157	4	include	include	VERB
cana-2665	157	5	a	a	DET
cana-2665	157	6	current	current	ADJ
cana-2665	157	7	source	source	NOUN
cana-2665	157	8	to	to	PART
cana-2665	157	9	simulate	simulate	VERB
cana-2665	157	10	the	the	DET
cana-2665	157	11	photogenerated	photogenerated	ADJ
cana-2665	157	12	current	current	ADJ
cana-2665	157	13	,	,	PUNCT
cana-2665	157	14	diodes	diode	NOUN
cana-2665	157	15	to	to	PART
cana-2665	157	16	model	model	VERB
cana-2665	157	17	the	the	DET
cana-2665	157	18	junction	junction	NOUN
cana-2665	157	19	properties	property	NOUN
cana-2665	157	20	,	,	PUNCT
cana-2665	157	21	and	and	CCONJ
cana-2665	157	22	resistors	resistor	NOUN
cana-2665	157	23	to	to	PART
cana-2665	157	24	account	account	VERB
cana-2665	157	25	for	for	ADP
cana-2665	157	26	series	series	NOUN
cana-2665	157	27	and	and	CCONJ
cana-2665	157	28	shunt	shunt	NOUN
cana-2665	157	29	losses	loss	NOUN
cana-2665	157	30	that	that	PRON
cana-2665	157	31	occur	occur	VERB
cana-2665	157	32	in	in	ADP
cana-2665	157	33	real	real	ADJ
cana-2665	157	34	-	-	PUNCT
cana-2665	157	35	world	world	NOUN
cana-2665	157	36	devices	device	NOUN
cana-2665	157	37	.	.	PUNCT
cana-2665	158	1	the	the	DET
cana-2665	158	2	current	current	ADJ
cana-2665	158	3	source	source	NOUN
cana-2665	158	4	reflects	reflect	VERB
cana-2665	158	5	the	the	DET
cana-2665	158	6	amount	amount	NOUN
cana-2665	158	7	of	of	ADP
cana-2665	158	8	photocurrent	photocurrent	NOUN
cana-2665	158	9	generated	generate	VERB
cana-2665	158	10	by	by	ADP
cana-2665	158	11	the	the	DET
cana-2665	158	12	solar	solar	ADJ
cana-2665	158	13	cell	cell	NOUN
cana-2665	158	14	under	under	ADP
cana-2665	158	15	illumination	illumination	NOUN
cana-2665	158	16	,	,	PUNCT
cana-2665	158	17	while	while	SCONJ
cana-2665	158	18	the	the	DET
cana-2665	158	19	diodes	diode	NOUN
cana-2665	158	20	represent	represent	VERB
cana-2665	158	21	the	the	DET
cana-2665	158	22	characteristics	characteristic	NOUN
cana-2665	158	23	of	of	ADP
cana-2665	158	24	the	the	DET
cana-2665	158	25	p	p	NOUN
cana-2665	158	26	-	-	PUNCT
cana-2665	158	27	n	n	NOUN
cana-2665	158	28	junction	junction	NOUN
cana-2665	158	29	,	,	PUNCT
cana-2665	158	30	including	include	VERB
cana-2665	158	31	recombination	recombination	NOUN
cana-2665	158	32	and	and	CCONJ
cana-2665	158	33	reverse	reverse	ADJ
cana-2665	158	34	saturation	saturation	NOUN
cana-2665	158	35	current	current	ADJ
cana-2665	158	36	.	.	PUNCT
cana-2665	159	1	the	the	DET
cana-2665	159	2	resistors	resistor	NOUN
cana-2665	159	3	capture	capture	VERB
cana-2665	159	4	the	the	DET
cana-2665	159	5	energy	energy	NOUN
cana-2665	159	6	losses	loss	NOUN
cana-2665	159	7	that	that	PRON
cana-2665	159	8	arise	arise	VERB
cana-2665	159	9	due	due	ADP
cana-2665	159	10	to	to	ADP
cana-2665	159	11	the	the	DET
cana-2665	159	12	resistance	resistance	NOUN
cana-2665	159	13	in	in	ADP
cana-2665	159	14	the	the	DET
cana-2665	159	15	conductive	conductive	ADJ
cana-2665	159	16	layers	layer	NOUN
cana-2665	159	17	and	and	CCONJ
cana-2665	159	18	any	any	DET
cana-2665	159	19	leakage	leakage	NOUN
cana-2665	159	20	currents	current	NOUN
cana-2665	159	21	through	through	ADP
cana-2665	159	22	the	the	DET
cana-2665	159	23	cell	cell	NOUN
cana-2665	159	24	.	.	PUNCT
cana-2665	160	1	simulating	simulate	VERB
cana-2665	160	2	these	these	DET
cana-2665	160	3	circuit	circuit	NOUN
cana-2665	160	4	models	model	NOUN
cana-2665	160	5	provides	provide	VERB
cana-2665	160	6	valuable	valuable	ADJ
cana-2665	160	7	insights	insight	NOUN
cana-2665	160	8	into	into	ADP
cana-2665	160	9	the	the	DET
cana-2665	160	10	transient	transient	ADJ
cana-2665	160	11	behavior	behavior	NOUN
cana-2665	160	12	,	,	PUNCT
cana-2665	160	13	dynamic	dynamic	ADJ
cana-2665	160	14	response	response	NOUN
cana-2665	160	15	,	,	PUNCT
cana-2665	160	16	and	and	CCONJ
cana-2665	160	17	performance	performance	NOUN
cana-2665	160	18	of	of	ADP
cana-2665	160	19	the	the	DET
cana-2665	160	20	solar	solar	ADJ
cana-2665	160	21	cell	cell	NOUN
cana-2665	160	22	under	under	ADP
cana-2665	160	23	varying	vary	VERB
cana-2665	160	24	conditions	condition	NOUN
cana-2665	160	25	,	,	PUNCT
cana-2665	160	26	such	such	ADJ
cana-2665	160	27	as	as	ADP
cana-2665	160	28	partial	partial	ADJ
cana-2665	160	29	shading	shading	NOUN
cana-2665	160	30	or	or	CCONJ
cana-2665	160	31	fluctuating	fluctuate	VERB
cana-2665	160	32	illumination	illumination	NOUN
cana-2665	160	33	.	.	PUNCT
cana-2665	161	1	these	these	DET
cana-2665	161	2	simulations	simulation	NOUN
cana-2665	161	3	help	help	VERB
cana-2665	161	4	to	to	PART
cana-2665	161	5	identify	identify	VERB
cana-2665	161	6	inefficiencies	inefficiency	NOUN
cana-2665	161	7	in	in	ADP
cana-2665	161	8	the	the	DET
cana-2665	161	9	system	system	NOUN
cana-2665	161	10	,	,	PUNCT
cana-2665	161	11	optimize	optimize	VERB
cana-2665	161	12	design	design	NOUN
cana-2665	161	13	parameters	parameter	NOUN
cana-2665	161	14	,	,	PUNCT
cana-2665	161	15	and	and	CCONJ
cana-2665	161	16	predict	predict	VERB
cana-2665	161	17	how	how	SCONJ
cana-2665	161	18	the	the	DET
cana-2665	161	19	device	device	NOUN
cana-2665	161	20	will	will	AUX
cana-2665	161	21	perform	perform	VERB
cana-2665	161	22	in	in	ADP
cana-2665	161	23	real	real	ADJ
cana-2665	161	24	-	-	PUNCT
cana-2665	161	25	world	world	NOUN
cana-2665	161	26	scenarios	scenario	NOUN
cana-2665	161	27	.	.	PUNCT
cana-2665	162	1	by	by	ADP
cana-2665	162	2	using	use	VERB
cana-2665	162	3	computational	computational	ADJ
cana-2665	162	4	tools	tool	NOUN
cana-2665	162	5	to	to	PART
cana-2665	162	6	model	model	VERB
cana-2665	162	7	these	these	DET
cana-2665	162	8	electrical	electrical	ADJ
cana-2665	162	9	characteristics	characteristic	NOUN
cana-2665	162	10	,	,	PUNCT
cana-2665	162	11	it	it	PRON
cana-2665	162	12	is	be	AUX
cana-2665	162	13	possible	possible	ADJ
cana-2665	162	14	to	to	PART
cana-2665	162	15	enhance	enhance	VERB
cana-2665	162	16	the	the	DET
cana-2665	162	17	design	design	NOUN
cana-2665	162	18	and	and	CCONJ
cana-2665	162	19	performance	performance	NOUN
cana-2665	162	20	of	of	ADP
cana-2665	162	21	perovskite	perovskite	ADJ
cana-2665	162	22	solar	solar	ADJ
cana-2665	162	23	cells	cell	NOUN
cana-2665	162	24	.	.	PUNCT
cana-2665	163	1	circuit	circuit	NOUN
cana-2665	163	2	-	-	PUNCT
cana-2665	163	3	level	level	NOUN
cana-2665	163	4	modeling	modeling	NOUN
cana-2665	163	5	helps	help	VERB
cana-2665	163	6	simulate	simulate	VERB
cana-2665	163	7	the	the	DET
cana-2665	163	8	electrical	electrical	ADJ
cana-2665	163	9	behavior	behavior	NOUN
cana-2665	163	10	of	of	ADP
cana-2665	163	11	perovskite	perovskite	ADJ
cana-2665	163	12	solar	solar	ADJ
cana-2665	163	13	cells	cell	NOUN
cana-2665	163	14	by	by	ADP
cana-2665	163	15	using	use	VERB
cana-2665	163	16	an	an	DET
cana-2665	163	17	equivalent	equivalent	ADJ
cana-2665	163	18	circuit	circuit	NOUN
cana-2665	163	19	that	that	PRON
cana-2665	163	20	includes	include	VERB
cana-2665	163	21	a	a	DET
cana-2665	163	22	current	current	ADJ
cana-2665	163	23	source	source	NOUN
cana-2665	163	24	for	for	ADP
cana-2665	163	25	photogenerated	photogenerated	ADJ
cana-2665	163	26	current	current	ADJ
cana-2665	163	27	,	,	PUNCT
cana-2665	163	28	diodes	diode	NOUN
cana-2665	163	29	for	for	ADP
cana-2665	163	30	junction	junction	NOUN
cana-2665	163	31	properties	property	NOUN
cana-2665	163	32	,	,	PUNCT
cana-2665	163	33	and	and	CCONJ
cana-2665	163	34	resistors	resistor	NOUN
cana-2665	163	35	for	for	ADP
cana-2665	163	36	series	series	NOUN
cana-2665	163	37	and	and	CCONJ
cana-2665	163	38	shunt	shunt	ADJ
cana-2665	163	39	losses	loss	NOUN
cana-2665	163	40	.	.	PUNCT
cana-2665	164	1	this	this	DET
cana-2665	164	2	approach	approach	NOUN
cana-2665	164	3	provides	provide	VERB
cana-2665	164	4	insights	insight	NOUN
cana-2665	164	5	into	into	ADP
cana-2665	164	6	the	the	DET
cana-2665	164	7	cell	cell	NOUN
cana-2665	164	8	's	's	PART
cana-2665	164	9	dynamic	dynamic	ADJ
cana-2665	164	10	responses	response	NOUN
cana-2665	164	11	,	,	PUNCT
cana-2665	164	12	including	include	VERB
cana-2665	164	13	how	how	SCONJ
cana-2665	164	14	it	it	PRON
cana-2665	164	15	behaves	behave	VERB
cana-2665	164	16	under	under	ADP
cana-2665	164	17	varying	vary	VERB
cana-2665	164	18	illumination	illumination	NOUN
cana-2665	164	19	and	and	CCONJ
cana-2665	164	20	partial	partial	ADJ
cana-2665	164	21	shading	shading	NOUN
cana-2665	164	22	conditions	condition	NOUN
cana-2665	164	23	.	.	PUNCT
cana-2665	165	1	by	by	ADP
cana-2665	165	2	adjusting	adjust	VERB
cana-2665	165	3	key	key	ADJ
cana-2665	165	4	parameters	parameter	NOUN
cana-2665	165	5	such	such	ADJ
cana-2665	165	6	as	as	ADP
cana-2665	165	7	resistance	resistance	NOUN
cana-2665	165	8	and	and	CCONJ
cana-2665	165	9	current	current	ADJ
cana-2665	165	10	characteristics	characteristic	NOUN
cana-2665	165	11	,	,	PUNCT
cana-2665	165	12	optimization	optimization	NOUN
cana-2665	165	13	strategies	strategy	NOUN
cana-2665	165	14	can	can	AUX
cana-2665	165	15	communications	communication	NOUN
cana-2665	165	16	on	on	ADP
cana-2665	165	17	applied	apply	VERB
cana-2665	165	18	nonlinear	nonlinear	ADJ
cana-2665	165	19	analysis	analysis	NOUN
cana-2665	165	20	issn	issn	NOUN
cana-2665	165	21	:	:	PUNCT
cana-2665	165	22	1074	1074	NUM
cana-2665	165	23	-	-	PUNCT
cana-2665	165	24	133x	133x	NUM
cana-2665	165	25	vol	vol	NOUN
cana-2665	165	26	32	32	NUM
cana-2665	165	27	no	no	NOUN
cana-2665	165	28	.	.	PUNCT
cana-2665	166	1	3s	3s	NUM
cana-2665	166	2	(	(	PUNCT
cana-2665	166	3	2025	2025	NUM
cana-2665	166	4	)	)	PUNCT
cana-2665	166	5	431	431	NUM
cana-2665	166	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	166	7	be	be	AUX
cana-2665	166	8	explored	explore	VERB
cana-2665	166	9	to	to	PART
cana-2665	166	10	improve	improve	VERB
cana-2665	166	11	efficiency	efficiency	NOUN
cana-2665	166	12	.	.	PUNCT
cana-2665	167	1	these	these	DET
cana-2665	167	2	simulations	simulation	NOUN
cana-2665	167	3	can	can	AUX
cana-2665	167	4	be	be	AUX
cana-2665	167	5	performed	perform	VERB
cana-2665	167	6	using	use	VERB
cana-2665	167	7	computational	computational	ADJ
cana-2665	167	8	platforms	platform	NOUN
cana-2665	167	9	that	that	PRON
cana-2665	167	10	allow	allow	VERB
cana-2665	167	11	for	for	ADP
cana-2665	167	12	modeling	modeling	NOUN
cana-2665	167	13	and	and	CCONJ
cana-2665	167	14	analyzing	analyze	VERB
cana-2665	167	15	the	the	DET
cana-2665	167	16	impact	impact	NOUN
cana-2665	167	17	of	of	ADP
cana-2665	167	18	these	these	DET
cana-2665	167	19	variables	variable	NOUN
cana-2665	167	20	on	on	ADP
cana-2665	167	21	overall	overall	ADJ
cana-2665	167	22	performance	performance	NOUN
cana-2665	167	23	.	.	PUNCT
cana-2665	168	1	fig	fig	NOUN
cana-2665	168	2	15	15	NUM
cana-2665	168	3	.	.	PUNCT
cana-2665	169	1	iv	iv	NOUN
cana-2665	169	2	characteristics	characteristic	NOUN
cana-2665	169	3	of	of	ADP
cana-2665	169	4	perovskite	perovskite	ADJ
cana-2665	169	5	solar	solar	ADJ
cana-2665	169	6	cell	cell	NOUN
cana-2665	169	7	(	(	PUNCT
cana-2665	169	8	matlab	matlab	PROPN
cana-2665	169	9	simulation)l	simulation)l	PROPN
cana-2665	169	10	circuit	circuit	NOUN
cana-2665	169	11	-	-	PUNCT
cana-2665	169	12	level	level	NOUN
cana-2665	169	13	modeling	modeling	NOUN
cana-2665	169	14	helps	help	VERB
cana-2665	169	15	simulate	simulate	VERB
cana-2665	169	16	the	the	DET
cana-2665	169	17	electrical	electrical	ADJ
cana-2665	169	18	behavior	behavior	NOUN
cana-2665	169	19	of	of	ADP
cana-2665	169	20	perovskite	perovskite	ADJ
cana-2665	169	21	solar	solar	ADJ
cana-2665	169	22	cells	cell	NOUN
cana-2665	169	23	by	by	ADP
cana-2665	169	24	using	use	VERB
cana-2665	169	25	an	an	DET
cana-2665	169	26	equivalent	equivalent	ADJ
cana-2665	169	27	circuit	circuit	NOUN
cana-2665	169	28	that	that	PRON
cana-2665	169	29	includes	include	VERB
cana-2665	169	30	a	a	DET
cana-2665	169	31	current	current	ADJ
cana-2665	169	32	source	source	NOUN
cana-2665	169	33	for	for	ADP
cana-2665	169	34	photogenerated	photogenerated	ADJ
cana-2665	169	35	current	current	ADJ
cana-2665	169	36	,	,	PUNCT
cana-2665	169	37	diodes	diode	NOUN
cana-2665	169	38	for	for	ADP
cana-2665	169	39	junction	junction	NOUN
cana-2665	169	40	properties	property	NOUN
cana-2665	169	41	,	,	PUNCT
cana-2665	169	42	and	and	CCONJ
cana-2665	169	43	resistors	resistor	NOUN
cana-2665	169	44	for	for	ADP
cana-2665	169	45	series	series	NOUN
cana-2665	169	46	and	and	CCONJ
cana-2665	169	47	shunt	shunt	ADJ
cana-2665	169	48	losses	loss	NOUN
cana-2665	169	49	.	.	PUNCT
cana-2665	170	1	this	this	DET
cana-2665	170	2	approach	approach	NOUN
cana-2665	170	3	provides	provide	VERB
cana-2665	170	4	insights	insight	NOUN
cana-2665	170	5	into	into	ADP
cana-2665	170	6	the	the	DET
cana-2665	170	7	cell	cell	NOUN
cana-2665	170	8	's	's	PART
cana-2665	170	9	dynamic	dynamic	ADJ
cana-2665	170	10	responses	response	NOUN
cana-2665	170	11	,	,	PUNCT
cana-2665	170	12	including	include	VERB
cana-2665	170	13	how	how	SCONJ
cana-2665	170	14	it	it	PRON
cana-2665	170	15	behaves	behave	VERB
cana-2665	170	16	under	under	ADP
cana-2665	170	17	varying	vary	VERB
cana-2665	170	18	illumination	illumination	NOUN
cana-2665	170	19	and	and	CCONJ
cana-2665	170	20	partial	partial	ADJ
cana-2665	170	21	shading	shading	NOUN
cana-2665	170	22	conditions	condition	NOUN
cana-2665	170	23	.	.	PUNCT
cana-2665	171	1	by	by	ADP
cana-2665	171	2	adjusting	adjust	VERB
cana-2665	171	3	key	key	ADJ
cana-2665	171	4	parameters	parameter	NOUN
cana-2665	171	5	such	such	ADJ
cana-2665	171	6	as	as	ADP
cana-2665	171	7	resistance	resistance	NOUN
cana-2665	171	8	and	and	CCONJ
cana-2665	171	9	current	current	ADJ
cana-2665	171	10	characteristics	characteristic	NOUN
cana-2665	171	11	,	,	PUNCT
cana-2665	171	12	optimization	optimization	NOUN
cana-2665	171	13	strategies	strategy	NOUN
cana-2665	171	14	can	can	AUX
cana-2665	171	15	be	be	AUX
cana-2665	171	16	explored	explore	VERB
cana-2665	171	17	to	to	PART
cana-2665	171	18	improve	improve	VERB
cana-2665	171	19	efficiency	efficiency	NOUN
cana-2665	171	20	.	.	PUNCT
cana-2665	172	1	these	these	DET
cana-2665	172	2	simulations	simulation	NOUN
cana-2665	172	3	can	can	AUX
cana-2665	172	4	be	be	AUX
cana-2665	172	5	performed	perform	VERB
cana-2665	172	6	using	use	VERB
cana-2665	172	7	computational	computational	ADJ
cana-2665	172	8	platforms	platform	NOUN
cana-2665	172	9	that	that	PRON
cana-2665	172	10	allow	allow	VERB
cana-2665	172	11	for	for	ADP
cana-2665	172	12	modeling	modeling	NOUN
cana-2665	172	13	and	and	CCONJ
cana-2665	172	14	analyzing	analyze	VERB
cana-2665	172	15	the	the	DET
cana-2665	172	16	impact	impact	NOUN
cana-2665	172	17	of	of	ADP
cana-2665	172	18	these	these	DET
cana-2665	172	19	variables	variable	NOUN
cana-2665	172	20	on	on	ADP
cana-2665	172	21	overall	overall	ADJ
cana-2665	172	22	performance	performance	NOUN
cana-2665	172	23	.	.	PUNCT
cana-2665	173	1	10	10	NUM
cana-2665	173	2	.	.	PUNCT
cana-2665	174	1	comparative	comparative	ADJ
cana-2665	174	2	analysis	analysis	NOUN
cana-2665	174	3	comparative	comparative	ADJ
cana-2665	174	4	analysis	analysis	NOUN
cana-2665	174	5	plays	play	VERB
cana-2665	174	6	a	a	DET
cana-2665	174	7	vital	vital	ADJ
cana-2665	174	8	role	role	NOUN
cana-2665	174	9	in	in	ADP
cana-2665	174	10	evaluating	evaluate	VERB
cana-2665	174	11	the	the	DET
cana-2665	174	12	performance	performance	NOUN
cana-2665	174	13	of	of	ADP
cana-2665	174	14	various	various	ADJ
cana-2665	174	15	perovskite	perovskite	NOUN
cana-2665	174	16	materials	material	NOUN
cana-2665	174	17	by	by	ADP
cana-2665	174	18	examining	examine	VERB
cana-2665	174	19	parameters	parameter	NOUN
cana-2665	174	20	such	such	ADJ
cana-2665	174	21	as	as	ADP
cana-2665	174	22	power	power	NOUN
cana-2665	174	23	conversion	conversion	NOUN
cana-2665	174	24	efficiency	efficiency	NOUN
cana-2665	174	25	,	,	PUNCT
cana-2665	174	26	open	open	ADJ
cana-2665	174	27	-	-	PUNCT
cana-2665	174	28	circuit	circuit	NOUN
cana-2665	174	29	voltage	voltage	NOUN
cana-2665	174	30	(	(	PUNCT
cana-2665	174	31	voc	voc	NOUN
cana-2665	174	32	)	)	PUNCT
cana-2665	174	33	,	,	PUNCT
cana-2665	174	34	and	and	CCONJ
cana-2665	174	35	shortcircuit	shortcircuit	PROPN
cana-2665	174	36	current	current	ADJ
cana-2665	174	37	density	density	NOUN
cana-2665	174	38	(	(	PUNCT
cana-2665	174	39	jsc	jsc	PROPN
cana-2665	174	40	)	)	PUNCT
cana-2665	174	41	.	.	PUNCT
cana-2665	175	1	by	by	ADP
cana-2665	175	2	processing	process	VERB
cana-2665	175	3	simulation	simulation	NOUN
cana-2665	175	4	outputs	output	VERB
cana-2665	175	5	through	through	ADP
cana-2665	175	6	advanced	advanced	ADJ
cana-2665	175	7	computational	computational	ADJ
cana-2665	175	8	tools	tool	NOUN
cana-2665	175	9	,	,	PUNCT
cana-2665	175	10	critical	critical	ADJ
cana-2665	175	11	trends	trend	NOUN
cana-2665	175	12	can	can	AUX
cana-2665	175	13	be	be	AUX
cana-2665	175	14	identified	identify	VERB
cana-2665	175	15	,	,	PUNCT
cana-2665	175	16	offering	offer	VERB
cana-2665	175	17	insights	insight	NOUN
cana-2665	175	18	into	into	ADP
cana-2665	175	19	how	how	SCONJ
cana-2665	175	20	material	material	ADJ
cana-2665	175	21	composition	composition	NOUN
cana-2665	175	22	influences	influence	VERB
cana-2665	175	23	photovoltaic	photovoltaic	NOUN
cana-2665	175	24	performance	performance	NOUN
cana-2665	175	25	.	.	PUNCT
cana-2665	176	1	such	such	ADJ
cana-2665	176	2	analysis	analysis	NOUN
cana-2665	176	3	highlights	highlight	NOUN
cana-2665	176	4	the	the	DET
cana-2665	176	5	distinctive	distinctive	ADJ
cana-2665	176	6	characteristics	characteristic	NOUN
cana-2665	176	7	of	of	ADP
cana-2665	176	8	each	each	DET
cana-2665	176	9	material	material	NOUN
cana-2665	176	10	,	,	PUNCT
cana-2665	176	11	enabling	enable	VERB
cana-2665	176	12	researchers	researcher	NOUN
cana-2665	176	13	to	to	PART
cana-2665	176	14	determine	determine	VERB
cana-2665	176	15	the	the	DET
cana-2665	176	16	most	most	ADV
cana-2665	176	17	suitable	suitable	ADJ
cana-2665	176	18	candidates	candidate	NOUN
cana-2665	176	19	for	for	ADP
cana-2665	176	20	high	high	ADJ
cana-2665	176	21	-	-	PUNCT
cana-2665	176	22	efficiency	efficiency	NOUN
cana-2665	176	23	solar	solar	ADJ
cana-2665	176	24	cells	cell	NOUN
cana-2665	176	25	.	.	PUNCT
cana-2665	177	1	visualization	visualization	NOUN
cana-2665	177	2	techniques	technique	NOUN
cana-2665	177	3	,	,	PUNCT
cana-2665	177	4	including	include	VERB
cana-2665	177	5	bar	bar	NOUN
cana-2665	177	6	charts	chart	NOUN
cana-2665	177	7	and	and	CCONJ
cana-2665	177	8	line	line	NOUN
cana-2665	177	9	plots	plot	NOUN
cana-2665	177	10	,	,	PUNCT
cana-2665	177	11	facilitate	facilitate	VERB
cana-2665	177	12	a	a	DET
cana-2665	177	13	clear	clear	ADJ
cana-2665	177	14	comparison	comparison	NOUN
cana-2665	177	15	of	of	ADP
cana-2665	177	16	these	these	DET
cana-2665	177	17	parameters	parameter	NOUN
cana-2665	177	18	,	,	PUNCT
cana-2665	177	19	making	make	VERB
cana-2665	177	20	the	the	DET
cana-2665	177	21	findings	finding	NOUN
cana-2665	177	22	more	more	ADV
cana-2665	177	23	accessible	accessible	ADJ
cana-2665	177	24	and	and	CCONJ
cana-2665	177	25	impactful	impactful	ADJ
cana-2665	177	26	.	.	PUNCT
cana-2665	178	1	to	to	PART
cana-2665	178	2	further	far	ADV
cana-2665	178	3	enhance	enhance	VERB
cana-2665	178	4	this	this	DET
cana-2665	178	5	comparative	comparative	ADJ
cana-2665	178	6	study	study	NOUN
cana-2665	178	7	,	,	PUNCT
cana-2665	178	8	graphical	graphical	ADJ
cana-2665	178	9	representations	representation	NOUN
cana-2665	178	10	are	be	AUX
cana-2665	178	11	generated	generate	VERB
cana-2665	178	12	to	to	PART
cana-2665	178	13	illustrate	illustrate	VERB
cana-2665	178	14	efficiency	efficiency	NOUN
cana-2665	178	15	metrics	metric	NOUN
cana-2665	178	16	and	and	CCONJ
cana-2665	178	17	the	the	DET
cana-2665	178	18	corresponding	correspond	VERB
cana-2665	178	19	voc	voc	NOUN
cana-2665	178	20	and	and	CCONJ
cana-2665	178	21	jsc	jsc	PROPN
cana-2665	178	22	values	value	NOUN
cana-2665	178	23	for	for	ADP
cana-2665	178	24	each	each	DET
cana-2665	178	25	material	material	NOUN
cana-2665	178	26	.	.	PUNCT
cana-2665	179	1	this	this	DET
cana-2665	179	2	approach	approach	NOUN
cana-2665	179	3	ensures	ensure	VERB
cana-2665	179	4	a	a	DET
cana-2665	179	5	comprehensive	comprehensive	ADJ
cana-2665	179	6	understanding	understanding	NOUN
cana-2665	179	7	of	of	ADP
cana-2665	179	8	material	material	ADJ
cana-2665	179	9	behavior	behavior	NOUN
cana-2665	179	10	under	under	ADP
cana-2665	179	11	identical	identical	ADJ
cana-2665	179	12	simulated	simulated	ADJ
cana-2665	179	13	conditions	condition	NOUN
cana-2665	179	14	.	.	PUNCT
cana-2665	180	1	by	by	ADP
cana-2665	180	2	providing	provide	VERB
cana-2665	180	3	high	high	ADJ
cana-2665	180	4	-	-	PUNCT
cana-2665	180	5	quality	quality	NOUN
cana-2665	180	6	plots	plot	NOUN
cana-2665	180	7	,	,	PUNCT
cana-2665	180	8	the	the	DET
cana-2665	180	9	analysis	analysis	NOUN
cana-2665	180	10	not	not	PART
cana-2665	180	11	only	only	ADV
cana-2665	180	12	aids	aid	NOUN
cana-2665	180	13	in	in	ADP
cana-2665	180	14	visual	visual	ADJ
cana-2665	180	15	differentiation	differentiation	NOUN
cana-2665	180	16	among	among	ADP
cana-2665	180	17	materials	material	NOUN
cana-2665	180	18	but	but	CCONJ
cana-2665	180	19	also	also	ADV
cana-2665	180	20	underscores	underscore	VERB
cana-2665	180	21	the	the	DET
cana-2665	180	22	relative	relative	ADJ
cana-2665	180	23	advantages	advantage	NOUN
cana-2665	180	24	and	and	CCONJ
cana-2665	180	25	limitations	limitation	NOUN
cana-2665	180	26	,	,	PUNCT
cana-2665	180	27	guiding	guide	VERB
cana-2665	180	28	future	future	ADJ
cana-2665	180	29	optimization	optimization	NOUN
cana-2665	180	30	strategies	strategy	NOUN
cana-2665	180	31	for	for	ADP
cana-2665	180	32	perovskite	perovskite	NOUN
cana-2665	180	33	based	base	VERB
cana-2665	180	34	solar	solar	ADJ
cana-2665	180	35	technologies	technology	NOUN
cana-2665	180	36	.	.	PUNCT
cana-2665	181	1	comparative	comparative	ADJ
cana-2665	181	2	analysis	analysis	NOUN
cana-2665	181	3	can	can	AUX
cana-2665	181	4	also	also	ADV
cana-2665	181	5	account	account	VERB
cana-2665	181	6	for	for	ADP
cana-2665	181	7	factors	factor	NOUN
cana-2665	181	8	like	like	ADP
cana-2665	181	9	temperature	temperature	NOUN
cana-2665	181	10	stability	stability	NOUN
cana-2665	181	11	and	and	CCONJ
cana-2665	181	12	light	light	ADJ
cana-2665	181	13	intensity	intensity	NOUN
cana-2665	181	14	,	,	PUNCT
cana-2665	181	15	providing	provide	VERB
cana-2665	181	16	insights	insight	NOUN
cana-2665	181	17	into	into	ADP
cana-2665	181	18	how	how	SCONJ
cana-2665	181	19	different	different	ADJ
cana-2665	181	20	materials	material	NOUN
cana-2665	181	21	perform	perform	VERB
cana-2665	181	22	under	under	ADP
cana-2665	181	23	varying	vary	VERB
cana-2665	181	24	conditions	condition	NOUN
cana-2665	181	25	.	.	PUNCT
cana-2665	182	1	this	this	DET
cana-2665	182	2	broader	broad	ADJ
cana-2665	182	3	communications	communication	NOUN
cana-2665	182	4	on	on	ADP
cana-2665	182	5	applied	apply	VERB
cana-2665	182	6	nonlinear	nonlinear	ADJ
cana-2665	182	7	analysis	analysis	NOUN
cana-2665	182	8	issn	issn	NOUN
cana-2665	182	9	:	:	PUNCT
cana-2665	182	10	1074	1074	NUM
cana-2665	182	11	-	-	PUNCT
cana-2665	182	12	133x	133x	NUM
cana-2665	182	13	vol	vol	NOUN
cana-2665	182	14	32	32	NUM
cana-2665	182	15	no	no	NOUN
cana-2665	182	16	.	.	PUNCT
cana-2665	183	1	3s	3s	NUM
cana-2665	183	2	(	(	PUNCT
cana-2665	183	3	2025	2025	NUM
cana-2665	183	4	)	)	PUNCT
cana-2665	183	5	432	432	NUM
cana-2665	183	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	183	7	evaluation	evaluation	NOUN
cana-2665	183	8	helps	helps	AUX
cana-2665	183	9	identify	identify	VERB
cana-2665	183	10	materials	material	NOUN
cana-2665	183	11	that	that	PRON
cana-2665	183	12	combine	combine	VERB
cana-2665	183	13	high	high	ADJ
cana-2665	183	14	efficiency	efficiency	NOUN
cana-2665	183	15	with	with	ADP
cana-2665	183	16	environmental	environmental	ADJ
cana-2665	183	17	resilience	resilience	NOUN
cana-2665	183	18	.	.	PUNCT
cana-2665	184	1	such	such	ADJ
cana-2665	184	2	findings	finding	NOUN
cana-2665	184	3	are	be	AUX
cana-2665	184	4	essential	essential	ADJ
cana-2665	184	5	for	for	ADP
cana-2665	184	6	selecting	select	VERB
cana-2665	184	7	perovskite	perovskite	NOUN
cana-2665	184	8	materials	material	NOUN
cana-2665	184	9	suitable	suitable	ADJ
cana-2665	184	10	for	for	ADP
cana-2665	184	11	practical	practical	ADJ
cana-2665	184	12	applications	application	NOUN
cana-2665	184	13	in	in	ADP
cana-2665	184	14	diverse	diverse	ADJ
cana-2665	184	15	settings	setting	NOUN
cana-2665	184	16	.	.	PUNCT
cana-2665	185	1	fig	fig	NOUN
cana-2665	185	2	16	16	NUM
cana-2665	185	3	.	.	PUNCT
cana-2665	186	1	trends	trend	NOUN
cana-2665	186	2	in	in	ADP
cana-2665	186	3	voc	voc	NOUN
cana-2665	186	4	and	and	CCONJ
cana-2665	186	5	jsc	jsc	VERB
cana-2665	186	6	the	the	DET
cana-2665	186	7	chart	chart	NOUN
cana-2665	186	8	presents	present	VERB
cana-2665	186	9	the	the	DET
cana-2665	186	10	trends	trend	NOUN
cana-2665	186	11	in	in	ADP
cana-2665	186	12	open	open	ADJ
cana-2665	186	13	-	-	PUNCT
cana-2665	186	14	circuit	circuit	NOUN
cana-2665	186	15	voltage	voltage	NOUN
cana-2665	186	16	(	(	PUNCT
cana-2665	186	17	voc	voc	NOUN
cana-2665	186	18	)	)	PUNCT
cana-2665	186	19	and	and	CCONJ
cana-2665	186	20	short	short	ADJ
cana-2665	186	21	-	-	PUNCT
cana-2665	186	22	circuit	circuit	NOUN
cana-2665	186	23	current	current	ADJ
cana-2665	186	24	density	density	NOUN
cana-2665	186	25	(	(	PUNCT
cana-2665	186	26	jsc	jsc	PROPN
cana-2665	186	27	)	)	PUNCT
cana-2665	186	28	for	for	ADP
cana-2665	186	29	four	four	NUM
cana-2665	186	30	perovskite	perovskite	NOUN
cana-2665	186	31	materials	material	NOUN
cana-2665	186	32	,	,	PUNCT
cana-2665	186	33	derived	derive	VERB
cana-2665	186	34	through	through	ADP
cana-2665	186	35	computational	computational	ADJ
cana-2665	186	36	modeling	modeling	NOUN
cana-2665	186	37	and	and	CCONJ
cana-2665	186	38	simulations	simulation	NOUN
cana-2665	186	39	.	.	PUNCT
cana-2665	187	1	the	the	DET
cana-2665	187	2	analysis	analysis	NOUN
cana-2665	187	3	indicates	indicate	VERB
cana-2665	187	4	that	that	SCONJ
cana-2665	187	5	jsc	jsc	PROPN
cana-2665	187	6	remains	remain	VERB
cana-2665	187	7	consistently	consistently	ADV
cana-2665	187	8	high	high	ADJ
cana-2665	187	9	with	with	ADP
cana-2665	187	10	slight	slight	ADJ
cana-2665	187	11	variations	variation	NOUN
cana-2665	187	12	,	,	PUNCT
cana-2665	187	13	while	while	SCONJ
cana-2665	187	14	voc	voc	NOUN
cana-2665	187	15	is	be	AUX
cana-2665	187	16	comparatively	comparatively	ADV
cana-2665	187	17	lower	low	ADJ
cana-2665	187	18	and	and	CCONJ
cana-2665	187	19	stable	stable	ADJ
cana-2665	187	20	across	across	ADP
cana-2665	187	21	the	the	DET
cana-2665	187	22	materials	material	NOUN
cana-2665	187	23	.	.	PUNCT
cana-2665	188	1	this	this	DET
cana-2665	188	2	highlights	highlight	VERB
cana-2665	188	3	how	how	SCONJ
cana-2665	188	4	the	the	DET
cana-2665	188	5	material	material	NOUN
cana-2665	188	6	properties	property	NOUN
cana-2665	188	7	predominantly	predominantly	ADV
cana-2665	188	8	influence	influence	VERB
cana-2665	188	9	the	the	DET
cana-2665	188	10	short	short	ADJ
cana-2665	188	11	-	-	PUNCT
cana-2665	188	12	circuit	circuit	NOUN
cana-2665	188	13	current	current	ADJ
cana-2665	188	14	density	density	NOUN
cana-2665	188	15	in	in	ADP
cana-2665	188	16	these	these	DET
cana-2665	188	17	perovskites	perovskite	NOUN
cana-2665	188	18	.	.	PUNCT
cana-2665	189	1	11	11	NUM
cana-2665	189	2	.	.	PUNCT
cana-2665	189	3	simulation	simulation	NOUN
cana-2665	189	4	workflow	workflow	NOUN
cana-2665	189	5	the	the	DET
cana-2665	189	6	simulation	simulation	NOUN
cana-2665	189	7	workflow	workflow	NOUN
cana-2665	189	8	integrates	integrate	NOUN
cana-2665	189	9	scaps	scap	NOUN
cana-2665	189	10	-	-	PUNCT
cana-2665	189	11	generated	generate	VERB
cana-2665	189	12	baseline	baseline	NOUN
cana-2665	189	13	data	datum	NOUN
cana-2665	189	14	with	with	ADP
cana-2665	189	15	advanced	advanced	ADJ
cana-2665	189	16	computational	computational	ADJ
cana-2665	189	17	analysis	analysis	NOUN
cana-2665	189	18	(	(	PUNCT
cana-2665	189	19	matlab	matlab	PROPN
cana-2665	189	20	)	)	PUNCT
cana-2665	189	21	to	to	PART
cana-2665	189	22	gain	gain	VERB
cana-2665	189	23	deeper	deep	ADJ
cana-2665	189	24	insights	insight	NOUN
cana-2665	189	25	into	into	ADP
cana-2665	189	26	solar	solar	ADJ
cana-2665	189	27	cell	cell	NOUN
cana-2665	189	28	performance	performance	NOUN
cana-2665	189	29	.	.	PUNCT
cana-2665	190	1	scaps	scap	NOUN
cana-2665	190	2	provides	provide	VERB
cana-2665	190	3	key	key	ADJ
cana-2665	190	4	outputs	output	NOUN
cana-2665	190	5	,	,	PUNCT
cana-2665	190	6	such	such	ADJ
cana-2665	190	7	as	as	ADP
cana-2665	190	8	jv	jv	NOUN
cana-2665	190	9	curves	curve	NOUN
cana-2665	190	10	,	,	PUNCT
cana-2665	190	11	efficiency	efficiency	NOUN
cana-2665	190	12	,	,	PUNCT
cana-2665	190	13	and	and	CCONJ
cana-2665	190	14	other	other	ADJ
cana-2665	190	15	device	device	NOUN
cana-2665	190	16	metrics	metric	NOUN
cana-2665	190	17	,	,	PUNCT
cana-2665	190	18	which	which	PRON
cana-2665	190	19	serve	serve	VERB
cana-2665	190	20	as	as	ADP
cana-2665	190	21	the	the	DET
cana-2665	190	22	foundation	foundation	NOUN
cana-2665	190	23	for	for	ADP
cana-2665	190	24	further	further	ADJ
cana-2665	190	25	evaluation	evaluation	NOUN
cana-2665	190	26	.	.	PUNCT
cana-2665	191	1	this	this	DET
cana-2665	191	2	data	data	NOUN
cana-2665	191	3	is	be	AUX
cana-2665	191	4	exported	export	VERB
cana-2665	191	5	for	for	ADP
cana-2665	191	6	processing	processing	NOUN
cana-2665	191	7	in	in	ADP
cana-2665	191	8	computational	computational	ADJ
cana-2665	191	9	environments	environment	NOUN
cana-2665	191	10	,	,	PUNCT
cana-2665	191	11	where	where	SCONJ
cana-2665	191	12	more	more	ADJ
cana-2665	191	13	complex	complex	ADJ
cana-2665	191	14	scenarios	scenario	NOUN
cana-2665	191	15	are	be	AUX
cana-2665	191	16	modeled	model	VERB
cana-2665	191	17	.	.	PUNCT
cana-2665	192	1	these	these	PRON
cana-2665	192	2	include	include	VERB
cana-2665	192	3	simulating	simulate	VERB
cana-2665	192	4	real	real	ADJ
cana-2665	192	5	-	-	PUNCT
cana-2665	192	6	world	world	NOUN
cana-2665	192	7	conditions	condition	NOUN
cana-2665	192	8	such	such	ADJ
cana-2665	192	9	as	as	ADP
cana-2665	192	10	temperature	temperature	NOUN
cana-2665	192	11	fluctuations	fluctuation	NOUN
cana-2665	192	12	and	and	CCONJ
cana-2665	192	13	shading	shading	NOUN
cana-2665	192	14	,	,	PUNCT
cana-2665	192	15	as	as	ADV
cana-2665	192	16	well	well	ADV
cana-2665	192	17	as	as	ADP
cana-2665	192	18	predicting	predict	VERB
cana-2665	192	19	the	the	DET
cana-2665	192	20	performance	performance	NOUN
cana-2665	192	21	of	of	ADP
cana-2665	192	22	novel	novel	ADJ
cana-2665	192	23	perovskite	perovskite	NOUN
cana-2665	192	24	materials	material	NOUN
cana-2665	192	25	through	through	ADP
cana-2665	192	26	parameter	parameter	NOUN
cana-2665	192	27	variation	variation	NOUN
cana-2665	192	28	and	and	CCONJ
cana-2665	192	29	trend	trend	NOUN
cana-2665	192	30	analysis	analysis	NOUN
cana-2665	192	31	.	.	PUNCT
cana-2665	193	1	this	this	DET
cana-2665	193	2	combined	combine	VERB
cana-2665	193	3	approach	approach	NOUN
cana-2665	193	4	enables	enable	VERB
cana-2665	193	5	a	a	DET
cana-2665	193	6	holistic	holistic	ADJ
cana-2665	193	7	understanding	understanding	NOUN
cana-2665	193	8	of	of	ADP
cana-2665	193	9	material	material	NOUN
cana-2665	193	10	and	and	CCONJ
cana-2665	193	11	device	device	NOUN
cana-2665	193	12	behaviors	behavior	NOUN
cana-2665	193	13	,	,	PUNCT
cana-2665	193	14	guiding	guide	VERB
cana-2665	193	15	optimization	optimization	NOUN
cana-2665	193	16	and	and	CCONJ
cana-2665	193	17	innovative	innovative	ADJ
cana-2665	193	18	design	design	NOUN
cana-2665	193	19	strategies	strategy	NOUN
cana-2665	193	20	for	for	ADP
cana-2665	193	21	highefficiency	highefficiency	NOUN
cana-2665	193	22	solar	solar	ADJ
cana-2665	193	23	cells	cell	NOUN
cana-2665	193	24	.	.	PUNCT
cana-2665	194	1	communications	communication	NOUN
cana-2665	194	2	on	on	ADP
cana-2665	194	3	applied	apply	VERB
cana-2665	194	4	nonlinear	nonlinear	ADJ
cana-2665	194	5	analysis	analysis	NOUN
cana-2665	194	6	issn	issn	NOUN
cana-2665	194	7	:	:	PUNCT
cana-2665	194	8	1074	1074	NUM
cana-2665	194	9	-	-	PUNCT
cana-2665	194	10	133x	133x	NUM
cana-2665	194	11	vol	vol	NOUN
cana-2665	194	12	32	32	NUM
cana-2665	194	13	no	no	NOUN
cana-2665	194	14	.	.	PUNCT
cana-2665	195	1	3s	3s	NUM
cana-2665	195	2	(	(	PUNCT
cana-2665	195	3	2025	2025	NUM
cana-2665	195	4	)	)	PUNCT
cana-2665	195	5	433	433	NUM
cana-2665	195	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	195	7	fig	fig	NOUN
cana-2665	195	8	17	17	NUM
cana-2665	195	9	.	.	PUNCT
cana-2665	196	1	jv	jv	NOUN
cana-2665	196	2	curve	curve	NOUN
cana-2665	196	3	under	under	ADP
cana-2665	196	4	different	different	ADJ
cana-2665	196	5	temperatures	temperature	NOUN
cana-2665	196	6	the	the	DET
cana-2665	196	7	simulation	simulation	NOUN
cana-2665	196	8	workflow	workflow	NOUN
cana-2665	196	9	combines	combine	VERB
cana-2665	196	10	scaps	scap	NOUN
cana-2665	196	11	outputs	output	NOUN
cana-2665	196	12	with	with	ADP
cana-2665	196	13	computational	computational	ADJ
cana-2665	196	14	tools	tool	NOUN
cana-2665	196	15	to	to	PART
cana-2665	196	16	explore	explore	VERB
cana-2665	196	17	detailed	detailed	ADJ
cana-2665	196	18	solar	solar	ADJ
cana-2665	196	19	cell	cell	NOUN
cana-2665	196	20	performance	performance	NOUN
cana-2665	196	21	and	and	CCONJ
cana-2665	196	22	behavior	behavior	NOUN
cana-2665	196	23	.	.	PUNCT
cana-2665	197	1	scaps	scap	NOUN
cana-2665	197	2	is	be	AUX
cana-2665	197	3	utilized	utilize	VERB
cana-2665	197	4	to	to	PART
cana-2665	197	5	generate	generate	VERB
cana-2665	197	6	baseline	baseline	ADJ
cana-2665	197	7	data	datum	NOUN
cana-2665	197	8	such	such	ADJ
cana-2665	197	9	as	as	ADP
cana-2665	197	10	jv	jv	NOUN
cana-2665	197	11	curves	curve	NOUN
cana-2665	197	12	,	,	PUNCT
cana-2665	197	13	efficiency	efficiency	NOUN
cana-2665	197	14	metrics	metric	NOUN
cana-2665	197	15	,	,	PUNCT
cana-2665	197	16	and	and	CCONJ
cana-2665	197	17	other	other	ADJ
cana-2665	197	18	device	device	NOUN
cana-2665	197	19	characteristics	characteristic	NOUN
cana-2665	197	20	.	.	PUNCT
cana-2665	198	1	this	this	DET
cana-2665	198	2	information	information	NOUN
cana-2665	198	3	is	be	AUX
cana-2665	198	4	then	then	ADV
cana-2665	198	5	exported	export	VERB
cana-2665	198	6	to	to	ADP
cana-2665	198	7	a	a	DET
cana-2665	198	8	computational	computational	ADJ
cana-2665	198	9	environment	environment	NOUN
cana-2665	198	10	for	for	ADP
cana-2665	198	11	deeper	deep	ADJ
cana-2665	198	12	analysis	analysis	NOUN
cana-2665	198	13	,	,	PUNCT
cana-2665	198	14	allowing	allow	VERB
cana-2665	198	15	for	for	ADP
cana-2665	198	16	simulation	simulation	NOUN
cana-2665	198	17	of	of	ADP
cana-2665	198	18	real	real	ADJ
cana-2665	198	19	-	-	PUNCT
cana-2665	198	20	world	world	NOUN
cana-2665	198	21	conditions	condition	NOUN
cana-2665	198	22	,	,	PUNCT
cana-2665	198	23	including	include	VERB
cana-2665	198	24	temperature	temperature	NOUN
cana-2665	198	25	changes	change	NOUN
cana-2665	198	26	,	,	PUNCT
cana-2665	198	27	shading	shading	NOUN
cana-2665	198	28	effects	effect	NOUN
cana-2665	198	29	,	,	PUNCT
cana-2665	198	30	and	and	CCONJ
cana-2665	198	31	aging	aging	NOUN
cana-2665	198	32	.	.	PUNCT
cana-2665	199	1	additionally	additionally	ADV
cana-2665	199	2	,	,	PUNCT
cana-2665	199	3	advanced	advanced	ADJ
cana-2665	199	4	scenarios	scenario	NOUN
cana-2665	199	5	such	such	ADJ
cana-2665	199	6	as	as	ADP
cana-2665	199	7	performance	performance	NOUN
cana-2665	199	8	predictions	prediction	NOUN
cana-2665	199	9	for	for	ADP
cana-2665	199	10	innovative	innovative	ADJ
cana-2665	199	11	material	material	NOUN
cana-2665	199	12	compositions	composition	NOUN
cana-2665	199	13	are	be	AUX
cana-2665	199	14	modeled	model	VERB
cana-2665	199	15	.	.	PUNCT
cana-2665	200	1	this	this	DET
cana-2665	200	2	approach	approach	NOUN
cana-2665	200	3	bridges	bridge	VERB
cana-2665	200	4	the	the	DET
cana-2665	200	5	gap	gap	NOUN
cana-2665	200	6	between	between	ADP
cana-2665	200	7	theoretical	theoretical	ADJ
cana-2665	200	8	results	result	NOUN
cana-2665	200	9	and	and	CCONJ
cana-2665	200	10	practical	practical	ADJ
cana-2665	200	11	applications	application	NOUN
cana-2665	200	12	,	,	PUNCT
cana-2665	200	13	ensuring	ensure	VERB
cana-2665	200	14	optimized	optimize	VERB
cana-2665	200	15	design	design	NOUN
cana-2665	200	16	and	and	CCONJ
cana-2665	200	17	enhanced	enhance	VERB
cana-2665	200	18	reliability	reliability	NOUN
cana-2665	200	19	for	for	ADP
cana-2665	200	20	solar	solar	ADJ
cana-2665	200	21	cell	cell	NOUN
cana-2665	200	22	technologies	technology	NOUN
cana-2665	200	23	.	.	PUNCT
cana-2665	201	1	the	the	DET
cana-2665	201	2	computational	computational	ADJ
cana-2665	201	3	platform	platform	NOUN
cana-2665	201	4	supports	support	VERB
cana-2665	201	5	extending	extend	VERB
cana-2665	201	6	scaps	scap	NOUN
cana-2665	201	7	results	result	VERB
cana-2665	201	8	through	through	ADP
cana-2665	201	9	data	data	NOUN
cana-2665	201	10	visualization	visualization	NOUN
cana-2665	201	11	and	and	CCONJ
cana-2665	201	12	predictive	predictive	ADJ
cana-2665	201	13	modeling	modeling	NOUN
cana-2665	201	14	.	.	PUNCT
cana-2665	202	1	for	for	ADP
cana-2665	202	2	instance	instance	NOUN
cana-2665	202	3	,	,	PUNCT
cana-2665	202	4	jv	jv	PROPN
cana-2665	202	5	curves	curve	NOUN
cana-2665	202	6	are	be	AUX
cana-2665	202	7	plotted	plot	VERB
cana-2665	202	8	to	to	PART
cana-2665	202	9	analyze	analyze	VERB
cana-2665	202	10	voltage	voltage	NOUN
cana-2665	202	11	and	and	CCONJ
cana-2665	202	12	current	current	ADJ
cana-2665	202	13	density	density	NOUN
cana-2665	202	14	trends	trend	NOUN
cana-2665	202	15	,	,	PUNCT
cana-2665	202	16	while	while	SCONJ
cana-2665	202	17	environmental	environmental	ADJ
cana-2665	202	18	effects	effect	NOUN
cana-2665	202	19	,	,	PUNCT
cana-2665	202	20	like	like	ADP
cana-2665	202	21	varying	vary	VERB
cana-2665	202	22	temperature	temperature	NOUN
cana-2665	202	23	,	,	PUNCT
cana-2665	202	24	are	be	AUX
cana-2665	202	25	simulated	simulate	VERB
cana-2665	202	26	to	to	PART
cana-2665	202	27	assess	assess	VERB
cana-2665	202	28	real	real	ADJ
cana-2665	202	29	-	-	PUNCT
cana-2665	202	30	world	world	NOUN
cana-2665	202	31	performance	performance	NOUN
cana-2665	202	32	.	.	PUNCT
cana-2665	203	1	this	this	DET
cana-2665	203	2	combined	combine	VERB
cana-2665	203	3	simulation	simulation	NOUN
cana-2665	203	4	strategy	strategy	NOUN
cana-2665	203	5	ensures	ensure	VERB
cana-2665	203	6	a	a	DET
cana-2665	203	7	comprehensive	comprehensive	ADJ
cana-2665	203	8	understanding	understanding	NOUN
cana-2665	203	9	of	of	ADP
cana-2665	203	10	material	material	NOUN
cana-2665	203	11	properties	property	NOUN
cana-2665	203	12	and	and	CCONJ
cana-2665	203	13	device	device	NOUN
cana-2665	203	14	efficiencies	efficiency	NOUN
cana-2665	203	15	,	,	PUNCT
cana-2665	203	16	driving	drive	VERB
cana-2665	203	17	advancements	advancement	NOUN
cana-2665	203	18	in	in	ADP
cana-2665	203	19	photovoltaic	photovoltaic	NOUN
cana-2665	203	20	research	research	NOUN
cana-2665	203	21	.	.	PUNCT
cana-2665	204	1	12	12	NUM
cana-2665	204	2	.	.	PUNCT
cana-2665	205	1	performance	performance	NOUN
cana-2665	205	2	predictions	prediction	NOUN
cana-2665	205	3	with	with	ADP
cana-2665	205	4	machine	machine	NOUN
cana-2665	205	5	learning	learn	VERB
cana-2665	205	6	machine	machine	NOUN
cana-2665	205	7	learning	learning	NOUN
cana-2665	205	8	offers	offer	VERB
cana-2665	205	9	a	a	DET
cana-2665	205	10	powerful	powerful	ADJ
cana-2665	205	11	approach	approach	NOUN
cana-2665	205	12	to	to	PART
cana-2665	205	13	predict	predict	VERB
cana-2665	205	14	the	the	DET
cana-2665	205	15	performance	performance	NOUN
cana-2665	205	16	of	of	ADP
cana-2665	205	17	unexplored	unexplored	ADJ
cana-2665	205	18	perovskite	perovskite	NOUN
cana-2665	205	19	formulations	formulation	NOUN
cana-2665	205	20	by	by	ADP
cana-2665	205	21	leveraging	leverage	VERB
cana-2665	205	22	data	datum	NOUN
cana-2665	205	23	generated	generate	VERB
cana-2665	205	24	through	through	ADP
cana-2665	205	25	simulations	simulation	NOUN
cana-2665	205	26	.	.	PUNCT
cana-2665	206	1	by	by	ADP
cana-2665	206	2	training	train	VERB
cana-2665	206	3	machine	machine	NOUN
cana-2665	206	4	learning	learning	NOUN
cana-2665	206	5	models	model	NOUN
cana-2665	206	6	on	on	ADP
cana-2665	206	7	data	datum	NOUN
cana-2665	206	8	obtained	obtain	VERB
cana-2665	206	9	from	from	ADP
cana-2665	206	10	scaps	scap	NOUN
cana-2665	206	11	or	or	CCONJ
cana-2665	206	12	similar	similar	ADJ
cana-2665	206	13	simulations	simulation	NOUN
cana-2665	206	14	,	,	PUNCT
cana-2665	206	15	it	it	PRON
cana-2665	206	16	becomes	become	VERB
cana-2665	206	17	possible	possible	ADJ
cana-2665	206	18	to	to	PART
cana-2665	206	19	forecast	forecast	VERB
cana-2665	206	20	efficiency	efficiency	NOUN
cana-2665	206	21	,	,	PUNCT
cana-2665	206	22	opencircuit	opencircuit	NOUN
cana-2665	206	23	voltage	voltage	NOUN
cana-2665	206	24	,	,	PUNCT
cana-2665	206	25	and	and	CCONJ
cana-2665	206	26	other	other	ADJ
cana-2665	206	27	performance	performance	NOUN
cana-2665	206	28	metrics	metric	NOUN
cana-2665	206	29	for	for	ADP
cana-2665	206	30	new	new	ADJ
cana-2665	206	31	materials	material	NOUN
cana-2665	206	32	without	without	ADP
cana-2665	206	33	conducting	conduct	VERB
cana-2665	206	34	extensive	extensive	ADJ
cana-2665	206	35	experimental	experimental	ADJ
cana-2665	206	36	tests	test	NOUN
cana-2665	206	37	.	.	PUNCT
cana-2665	207	1	regression	regression	NOUN
cana-2665	207	2	models	model	NOUN
cana-2665	207	3	,	,	PUNCT
cana-2665	207	4	for	for	ADP
cana-2665	207	5	instance	instance	NOUN
cana-2665	207	6	,	,	PUNCT
cana-2665	207	7	can	can	AUX
cana-2665	207	8	rank	rank	VERB
cana-2665	207	9	various	various	ADJ
cana-2665	207	10	perovskite	perovskite	NOUN
cana-2665	207	11	configurations	configuration	NOUN
cana-2665	207	12	based	base	VERB
cana-2665	207	13	on	on	ADP
cana-2665	207	14	their	their	PRON
cana-2665	207	15	predicted	predict	VERB
cana-2665	207	16	efficiency	efficiency	NOUN
cana-2665	207	17	,	,	PUNCT
cana-2665	207	18	providing	provide	VERB
cana-2665	207	19	valuable	valuable	ADJ
cana-2665	207	20	insights	insight	NOUN
cana-2665	207	21	into	into	ADP
cana-2665	207	22	promising	promising	ADJ
cana-2665	207	23	candidates	candidate	NOUN
cana-2665	207	24	.	.	PUNCT
cana-2665	208	1	this	this	DET
cana-2665	208	2	integration	integration	NOUN
cana-2665	208	3	of	of	ADP
cana-2665	208	4	machine	machine	NOUN
cana-2665	208	5	learning	learning	NOUN
cana-2665	208	6	and	and	CCONJ
cana-2665	208	7	simulation	simulation	NOUN
cana-2665	208	8	workflows	workflow	NOUN
cana-2665	208	9	accelerates	accelerate	VERB
cana-2665	208	10	the	the	DET
cana-2665	208	11	discovery	discovery	NOUN
cana-2665	208	12	and	and	CCONJ
cana-2665	208	13	optimization	optimization	NOUN
cana-2665	208	14	of	of	ADP
cana-2665	208	15	highperformance	highperformance	NOUN
cana-2665	208	16	materials	material	NOUN
cana-2665	208	17	,	,	PUNCT
cana-2665	208	18	enabling	enable	VERB
cana-2665	208	19	data	data	NOUN
cana-2665	208	20	-	-	PUNCT
cana-2665	208	21	driven	drive	VERB
cana-2665	208	22	innovation	innovation	NOUN
cana-2665	208	23	in	in	ADP
cana-2665	208	24	photovoltaic	photovoltaic	NOUN
cana-2665	208	25	research	research	NOUN
cana-2665	208	26	.	.	PUNCT
cana-2665	209	1	communications	communication	NOUN
cana-2665	209	2	on	on	ADP
cana-2665	209	3	applied	apply	VERB
cana-2665	209	4	nonlinear	nonlinear	ADJ
cana-2665	209	5	analysis	analysis	NOUN
cana-2665	209	6	issn	issn	NOUN
cana-2665	209	7	:	:	PUNCT
cana-2665	209	8	1074	1074	NUM
cana-2665	209	9	-	-	PUNCT
cana-2665	209	10	133x	133x	NUM
cana-2665	209	11	vol	vol	NOUN
cana-2665	209	12	32	32	NUM
cana-2665	209	13	no	no	NOUN
cana-2665	209	14	.	.	PUNCT
cana-2665	210	1	3s	3s	NUM
cana-2665	210	2	(	(	PUNCT
cana-2665	210	3	2025	2025	NUM
cana-2665	210	4	)	)	PUNCT
cana-2665	210	5	434	434	NUM
cana-2665	210	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	210	7	fig	fig	NOUN
cana-2665	210	8	18	18	NUM
cana-2665	210	9	.	.	PUNCT
cana-2665	210	10	performance	performance	NOUN
cana-2665	210	11	prediction	prediction	NOUN
cana-2665	210	12	using	use	VERB
cana-2665	210	13	ml	ml	ADP
cana-2665	210	14	this	this	DET
cana-2665	210	15	process	process	NOUN
cana-2665	210	16	demonstrates	demonstrate	VERB
cana-2665	210	17	how	how	SCONJ
cana-2665	210	18	advanced	advanced	ADJ
cana-2665	210	19	numerical	numerical	ADJ
cana-2665	210	20	tools	tool	NOUN
cana-2665	210	21	can	can	AUX
cana-2665	210	22	be	be	AUX
cana-2665	210	23	utilized	utilize	VERB
cana-2665	210	24	to	to	PART
cana-2665	210	25	forecast	forecast	VERB
cana-2665	210	26	the	the	DET
cana-2665	210	27	efficiency	efficiency	NOUN
cana-2665	210	28	of	of	ADP
cana-2665	210	29	untested	untested	ADJ
cana-2665	210	30	perovskite	perovskite	NOUN
cana-2665	210	31	materials	material	NOUN
cana-2665	210	32	by	by	ADP
cana-2665	210	33	analyzing	analyze	VERB
cana-2665	210	34	key	key	ADJ
cana-2665	210	35	parameters	parameter	NOUN
cana-2665	210	36	such	such	ADJ
cana-2665	210	37	as	as	ADP
cana-2665	210	38	band	band	NOUN
cana-2665	210	39	gap	gap	NOUN
cana-2665	210	40	energy	energy	NOUN
cana-2665	210	41	and	and	CCONJ
cana-2665	210	42	carrier	carrier	NOUN
cana-2665	210	43	mobility	mobility	NOUN
cana-2665	210	44	.	.	PUNCT
cana-2665	211	1	by	by	ADP
cana-2665	211	2	working	work	VERB
cana-2665	211	3	with	with	ADP
cana-2665	211	4	hypothetical	hypothetical	ADJ
cana-2665	211	5	data	datum	NOUN
cana-2665	211	6	inspired	inspire	VERB
cana-2665	211	7	by	by	ADP
cana-2665	211	8	scaps	scap	NOUN
cana-2665	211	9	simulation	simulation	NOUN
cana-2665	211	10	outputs	output	NOUN
cana-2665	211	11	,	,	PUNCT
cana-2665	211	12	the	the	DET
cana-2665	211	13	relationship	relationship	NOUN
cana-2665	211	14	between	between	ADP
cana-2665	211	15	these	these	DET
cana-2665	211	16	material	material	NOUN
cana-2665	211	17	properties	property	NOUN
cana-2665	211	18	and	and	CCONJ
cana-2665	211	19	their	their	PRON
cana-2665	211	20	photovoltaic	photovoltaic	NOUN
cana-2665	211	21	performance	performance	NOUN
cana-2665	211	22	can	can	AUX
cana-2665	211	23	be	be	AUX
cana-2665	211	24	modeled	model	VERB
cana-2665	211	25	.	.	PUNCT
cana-2665	212	1	this	this	PRON
cana-2665	212	2	enables	enable	VERB
cana-2665	212	3	researchers	researcher	NOUN
cana-2665	212	4	to	to	PART
cana-2665	212	5	identify	identify	VERB
cana-2665	212	6	promising	promise	VERB
cana-2665	212	7	material	material	NOUN
cana-2665	212	8	configurations	configuration	NOUN
cana-2665	212	9	for	for	ADP
cana-2665	212	10	experimental	experimental	ADJ
cana-2665	212	11	validation	validation	NOUN
cana-2665	212	12	,	,	PUNCT
cana-2665	212	13	contributing	contribute	VERB
cana-2665	212	14	to	to	ADP
cana-2665	212	15	the	the	DET
cana-2665	212	16	development	development	NOUN
cana-2665	212	17	of	of	ADP
cana-2665	212	18	high	high	ADJ
cana-2665	212	19	-	-	PUNCT
cana-2665	212	20	efficiency	efficiency	NOUN
cana-2665	212	21	solar	solar	ADJ
cana-2665	212	22	cells	cell	NOUN
cana-2665	212	23	.	.	PUNCT
cana-2665	213	1	moreover	moreover	ADV
cana-2665	213	2	,	,	PUNCT
cana-2665	213	3	visualization	visualization	NOUN
cana-2665	213	4	techniques	technique	NOUN
cana-2665	213	5	enhance	enhance	VERB
cana-2665	213	6	understanding	understanding	NOUN
cana-2665	213	7	by	by	ADP
cana-2665	213	8	providing	provide	VERB
cana-2665	213	9	a	a	DET
cana-2665	213	10	clear	clear	ADJ
cana-2665	213	11	comparison	comparison	NOUN
cana-2665	213	12	of	of	ADP
cana-2665	213	13	predicted	predict	VERB
cana-2665	213	14	versus	versus	ADP
cana-2665	213	15	actual	actual	ADJ
cana-2665	213	16	efficiencies	efficiency	NOUN
cana-2665	213	17	.	.	PUNCT
cana-2665	214	1	these	these	DET
cana-2665	214	2	graphical	graphical	ADJ
cana-2665	214	3	representations	representation	NOUN
cana-2665	214	4	,	,	PUNCT
cana-2665	214	5	generated	generate	VERB
cana-2665	214	6	using	use	VERB
cana-2665	214	7	computational	computational	ADJ
cana-2665	214	8	platforms	platform	NOUN
cana-2665	214	9	,	,	PUNCT
cana-2665	214	10	validate	validate	VERB
cana-2665	214	11	the	the	DET
cana-2665	214	12	accuracy	accuracy	NOUN
cana-2665	214	13	of	of	ADP
cana-2665	214	14	the	the	DET
cana-2665	214	15	predictive	predictive	ADJ
cana-2665	214	16	model	model	NOUN
cana-2665	214	17	and	and	CCONJ
cana-2665	214	18	offer	offer	VERB
cana-2665	214	19	insights	insight	NOUN
cana-2665	214	20	into	into	ADP
cana-2665	214	21	material	material	ADJ
cana-2665	214	22	performance	performance	NOUN
cana-2665	214	23	trends	trend	NOUN
cana-2665	214	24	.	.	PUNCT
cana-2665	215	1	such	such	DET
cana-2665	215	2	an	an	DET
cana-2665	215	3	approach	approach	NOUN
cana-2665	215	4	aligns	align	VERB
cana-2665	215	5	with	with	ADP
cana-2665	215	6	the	the	DET
cana-2665	215	7	study	study	NOUN
cana-2665	215	8	’s	’s	PART
cana-2665	215	9	aim	aim	NOUN
cana-2665	215	10	to	to	PART
cana-2665	215	11	combine	combine	VERB
cana-2665	215	12	simulation	simulation	NOUN
cana-2665	215	13	data	datum	NOUN
cana-2665	215	14	and	and	CCONJ
cana-2665	215	15	computational	computational	ADJ
cana-2665	215	16	analysis	analysis	NOUN
cana-2665	215	17	to	to	PART
cana-2665	215	18	optimize	optimize	VERB
cana-2665	215	19	material	material	NOUN
cana-2665	215	20	selection	selection	NOUN
cana-2665	215	21	and	and	CCONJ
cana-2665	215	22	solar	solar	ADJ
cana-2665	215	23	cell	cell	NOUN
cana-2665	215	24	design	design	NOUN
cana-2665	215	25	.	.	PUNCT
cana-2665	216	1	13	13	NUM
cana-2665	216	2	.	.	PUNCT
cana-2665	217	1	performance	performance	NOUN
cana-2665	217	2	predictions	prediction	NOUN
cana-2665	217	3	with	with	ADP
cana-2665	217	4	machine	machine	NOUN
cana-2665	217	5	learning	learning	NOUN
cana-2665	217	6	understanding	understand	VERB
cana-2665	217	7	the	the	DET
cana-2665	217	8	real	real	ADJ
cana-2665	217	9	-	-	PUNCT
cana-2665	217	10	world	world	NOUN
cana-2665	217	11	performance	performance	NOUN
cana-2665	217	12	of	of	ADP
cana-2665	217	13	solar	solar	ADJ
cana-2665	217	14	cells	cell	NOUN
cana-2665	217	15	is	be	AUX
cana-2665	217	16	essential	essential	ADJ
cana-2665	217	17	for	for	ADP
cana-2665	217	18	their	their	PRON
cana-2665	217	19	practical	practical	ADJ
cana-2665	217	20	deployment	deployment	NOUN
cana-2665	217	21	in	in	ADP
cana-2665	217	22	diverse	diverse	ADJ
cana-2665	217	23	environments	environment	NOUN
cana-2665	217	24	.	.	PUNCT
cana-2665	218	1	computational	computational	ADJ
cana-2665	218	2	platforms	platform	NOUN
cana-2665	218	3	complement	complement	NOUN
cana-2665	218	4	scaps	scap	NOUN
cana-2665	218	5	-	-	PUNCT
cana-2665	218	6	generated	generate	VERB
cana-2665	218	7	laboratory	laboratory	NOUN
cana-2665	218	8	data	datum	NOUN
cana-2665	218	9	by	by	ADP
cana-2665	218	10	simulating	simulate	VERB
cana-2665	218	11	real	real	ADJ
cana-2665	218	12	-	-	PUNCT
cana-2665	218	13	world	world	NOUN
cana-2665	218	14	conditions	condition	NOUN
cana-2665	218	15	such	such	ADJ
cana-2665	218	16	as	as	ADP
cana-2665	218	17	fluctuating	fluctuate	VERB
cana-2665	218	18	temperature	temperature	NOUN
cana-2665	218	19	,	,	PUNCT
cana-2665	218	20	varying	vary	VERB
cana-2665	218	21	solar	solar	ADJ
cana-2665	218	22	irradiance	irradiance	NOUN
cana-2665	218	23	,	,	PUNCT
cana-2665	218	24	and	and	CCONJ
cana-2665	218	25	material	material	NOUN
cana-2665	218	26	degradation	degradation	NOUN
cana-2665	218	27	over	over	ADP
cana-2665	218	28	time	time	NOUN
cana-2665	218	29	.	.	PUNCT
cana-2665	219	1	these	these	DET
cana-2665	219	2	simulations	simulation	NOUN
cana-2665	219	3	enable	enable	VERB
cana-2665	219	4	a	a	DET
cana-2665	219	5	detailed	detailed	ADJ
cana-2665	219	6	analysis	analysis	NOUN
cana-2665	219	7	of	of	ADP
cana-2665	219	8	how	how	SCONJ
cana-2665	219	9	environmental	environmental	ADJ
cana-2665	219	10	factors	factor	NOUN
cana-2665	219	11	impact	impact	VERB
cana-2665	219	12	key	key	ADJ
cana-2665	219	13	performance	performance	NOUN
cana-2665	219	14	metrics	metric	NOUN
cana-2665	219	15	like	like	ADP
cana-2665	219	16	efficiency	efficiency	NOUN
cana-2665	219	17	,	,	PUNCT
cana-2665	219	18	fill	fill	NOUN
cana-2665	219	19	factor	factor	NOUN
cana-2665	219	20	(	(	PUNCT
cana-2665	219	21	ff	ff	NOUN
cana-2665	219	22	)	)	PUNCT
cana-2665	219	23	,	,	PUNCT
cana-2665	219	24	and	and	CCONJ
cana-2665	219	25	open	open	ADJ
cana-2665	219	26	-	-	PUNCT
cana-2665	219	27	circuit	circuit	NOUN
cana-2665	219	28	voltage	voltage	NOUN
cana-2665	219	29	(	(	PUNCT
cana-2665	219	30	voc	voc	NOUN
cana-2665	219	31	)	)	PUNCT
cana-2665	219	32	.	.	PUNCT
cana-2665	220	1	by	by	ADP
cana-2665	220	2	bridging	bridge	VERB
cana-2665	220	3	the	the	DET
cana-2665	220	4	gap	gap	NOUN
cana-2665	220	5	between	between	ADP
cana-2665	220	6	controlled	control	VERB
cana-2665	220	7	experimental	experimental	ADJ
cana-2665	220	8	settings	setting	NOUN
cana-2665	220	9	and	and	CCONJ
cana-2665	220	10	real	real	ADJ
cana-2665	220	11	-	-	PUNCT
cana-2665	220	12	life	life	NOUN
cana-2665	220	13	scenarios	scenario	NOUN
cana-2665	220	14	,	,	PUNCT
cana-2665	220	15	such	such	ADJ
cana-2665	220	16	computational	computational	ADJ
cana-2665	220	17	models	model	NOUN
cana-2665	220	18	ensure	ensure	VERB
cana-2665	220	19	that	that	SCONJ
cana-2665	220	20	solar	solar	ADJ
cana-2665	220	21	cell	cell	NOUN
cana-2665	220	22	designs	design	NOUN
cana-2665	220	23	are	be	AUX
cana-2665	220	24	robust	robust	ADJ
cana-2665	220	25	and	and	CCONJ
cana-2665	220	26	adaptable	adaptable	ADJ
cana-2665	220	27	to	to	ADP
cana-2665	220	28	varying	vary	VERB
cana-2665	220	29	field	field	NOUN
cana-2665	220	30	conditions	condition	NOUN
cana-2665	220	31	.	.	PUNCT
cana-2665	221	1	one	one	NUM
cana-2665	221	2	critical	critical	ADJ
cana-2665	221	3	aspect	aspect	NOUN
cana-2665	221	4	of	of	ADP
cana-2665	221	5	real	real	ADJ
cana-2665	221	6	-	-	PUNCT
cana-2665	221	7	world	world	NOUN
cana-2665	221	8	modeling	modeling	NOUN
cana-2665	221	9	involves	involve	VERB
cana-2665	221	10	accounting	account	VERB
cana-2665	221	11	for	for	ADP
cana-2665	221	12	the	the	DET
cana-2665	221	13	influence	influence	NOUN
cana-2665	221	14	of	of	ADP
cana-2665	221	15	temperature	temperature	NOUN
cana-2665	221	16	and	and	CCONJ
cana-2665	221	17	irradiance	irradiance	NOUN
cana-2665	221	18	on	on	ADP
cana-2665	221	19	device	device	NOUN
cana-2665	221	20	behavior	behavior	NOUN
cana-2665	221	21	.	.	PUNCT
cana-2665	222	1	for	for	ADP
cana-2665	222	2	example	example	NOUN
cana-2665	222	3	,	,	PUNCT
cana-2665	222	4	rising	rise	VERB
cana-2665	222	5	temperatures	temperature	NOUN
cana-2665	222	6	can	can	AUX
cana-2665	222	7	reduce	reduce	VERB
cana-2665	222	8	the	the	DET
cana-2665	222	9	efficiency	efficiency	NOUN
cana-2665	222	10	of	of	ADP
cana-2665	222	11	solar	solar	ADJ
cana-2665	222	12	cells	cell	NOUN
cana-2665	222	13	due	due	ADJ
cana-2665	222	14	to	to	ADP
cana-2665	222	15	increased	increase	VERB
cana-2665	222	16	carrier	carrier	NOUN
cana-2665	222	17	recombination	recombination	NOUN
cana-2665	222	18	and	and	CCONJ
cana-2665	222	19	decreased	decrease	VERB
cana-2665	222	20	bandgap	bandgap	NOUN
cana-2665	222	21	energy	energy	NOUN
cana-2665	222	22	.	.	PUNCT
cana-2665	223	1	similarly	similarly	ADV
cana-2665	223	2	,	,	PUNCT
cana-2665	223	3	changes	change	NOUN
cana-2665	223	4	in	in	ADP
cana-2665	223	5	irradiance	irradiance	NOUN
cana-2665	223	6	directly	directly	ADV
cana-2665	223	7	affect	affect	VERB
cana-2665	223	8	the	the	DET
cana-2665	223	9	amount	amount	NOUN
cana-2665	223	10	of	of	ADP
cana-2665	223	11	generated	generate	VERB
cana-2665	223	12	photogenerated	photogenerate	VERB
cana-2665	223	13	current	current	ADJ
cana-2665	223	14	.	.	PUNCT
cana-2665	224	1	computational	computational	ADJ
cana-2665	224	2	simulations	simulation	NOUN
cana-2665	224	3	provide	provide	VERB
cana-2665	224	4	a	a	DET
cana-2665	224	5	systematic	systematic	ADJ
cana-2665	224	6	way	way	NOUN
cana-2665	224	7	to	to	PART
cana-2665	224	8	evaluate	evaluate	VERB
cana-2665	224	9	these	these	DET
cana-2665	224	10	variations	variation	NOUN
cana-2665	224	11	,	,	PUNCT
cana-2665	224	12	offering	offer	VERB
cana-2665	224	13	insights	insight	NOUN
cana-2665	224	14	into	into	ADP
cana-2665	224	15	optimal	optimal	ADJ
cana-2665	224	16	material	material	NOUN
cana-2665	224	17	choices	choice	NOUN
cana-2665	224	18	and	and	CCONJ
cana-2665	224	19	device	device	NOUN
cana-2665	224	20	configurations	configuration	NOUN
cana-2665	224	21	.	.	PUNCT
cana-2665	225	1	these	these	DET
cana-2665	225	2	tools	tool	NOUN
cana-2665	225	3	also	also	ADV
cana-2665	225	4	allow	allow	VERB
cana-2665	225	5	for	for	ADP
cana-2665	225	6	the	the	DET
cana-2665	225	7	prediction	prediction	NOUN
cana-2665	225	8	of	of	ADP
cana-2665	225	9	long	long	ADJ
cana-2665	225	10	-	-	PUNCT
cana-2665	225	11	term	term	NOUN
cana-2665	225	12	performance	performance	NOUN
cana-2665	225	13	by	by	ADP
cana-2665	225	14	incorporating	incorporate	VERB
cana-2665	225	15	material	material	ADJ
cana-2665	225	16	degradation	degradation	NOUN
cana-2665	225	17	models	model	NOUN
cana-2665	225	18	,	,	PUNCT
cana-2665	225	19	which	which	PRON
cana-2665	225	20	are	be	AUX
cana-2665	225	21	essential	essential	ADJ
cana-2665	225	22	for	for	ADP
cana-2665	225	23	estimating	estimate	VERB
cana-2665	225	24	the	the	DET
cana-2665	225	25	lifespan	lifespan	NOUN
cana-2665	225	26	of	of	ADP
cana-2665	225	27	solar	solar	ADJ
cana-2665	225	28	cell	cell	NOUN
cana-2665	225	29	systems	system	NOUN
cana-2665	225	30	under	under	ADP
cana-2665	225	31	operational	operational	ADJ
cana-2665	225	32	stress.visualizing	stress.visualize	VERB
cana-2665	225	33	the	the	DET
cana-2665	225	34	results	result	NOUN
cana-2665	225	35	of	of	ADP
cana-2665	225	36	these	these	DET
cana-2665	225	37	simulations	simulation	NOUN
cana-2665	225	38	is	be	AUX
cana-2665	225	39	key	key	ADJ
cana-2665	225	40	to	to	ADP
cana-2665	225	41	interpreting	interpret	VERB
cana-2665	225	42	the	the	DET
cana-2665	225	43	effects	effect	NOUN
cana-2665	225	44	of	of	ADP
cana-2665	225	45	communications	communication	NOUN
cana-2665	225	46	on	on	ADP
cana-2665	225	47	applied	apply	VERB
cana-2665	225	48	nonlinear	nonlinear	ADJ
cana-2665	225	49	analysis	analysis	NOUN
cana-2665	225	50	issn	issn	NOUN
cana-2665	225	51	:	:	PUNCT
cana-2665	225	52	1074	1074	NUM
cana-2665	225	53	-	-	PUNCT
cana-2665	225	54	133x	133x	NUM
cana-2665	225	55	vol	vol	NOUN
cana-2665	225	56	32	32	NUM
cana-2665	225	57	no	no	NOUN
cana-2665	225	58	.	.	PUNCT
cana-2665	226	1	3s	3s	NUM
cana-2665	226	2	(	(	PUNCT
cana-2665	226	3	2025	2025	NUM
cana-2665	226	4	)	)	PUNCT
cana-2665	227	1	435	435	NUM
cana-2665	227	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2665	227	3	environmental	environmental	ADJ
cana-2665	227	4	conditions	condition	NOUN
cana-2665	227	5	.	.	PUNCT
cana-2665	228	1	computational	computational	ADJ
cana-2665	228	2	routines	routine	NOUN
cana-2665	228	3	generate	generate	VERB
cana-2665	228	4	detailed	detailed	ADJ
cana-2665	228	5	plots	plot	NOUN
cana-2665	228	6	to	to	PART
cana-2665	228	7	map	map	VERB
cana-2665	228	8	the	the	DET
cana-2665	228	9	relationship	relationship	NOUN
cana-2665	228	10	between	between	ADP
cana-2665	228	11	temperature	temperature	NOUN
cana-2665	228	12	,	,	PUNCT
cana-2665	228	13	irradiance	irradiance	NOUN
cana-2665	228	14	,	,	PUNCT
cana-2665	228	15	and	and	CCONJ
cana-2665	228	16	efficiency	efficiency	NOUN
cana-2665	228	17	.	.	PUNCT
cana-2665	229	1	for	for	ADP
cana-2665	229	2	instance	instance	NOUN
cana-2665	229	3	,	,	PUNCT
cana-2665	229	4	3d	3d	PROPN
cana-2665	229	5	surface	surface	NOUN
cana-2665	229	6	plots	plot	NOUN
cana-2665	229	7	can	can	AUX
cana-2665	229	8	provide	provide	VERB
cana-2665	229	9	an	an	DET
cana-2665	229	10	intuitive	intuitive	ADJ
cana-2665	229	11	understanding	understanding	NOUN
cana-2665	229	12	of	of	ADP
cana-2665	229	13	how	how	SCONJ
cana-2665	229	14	efficiency	efficiency	NOUN
cana-2665	229	15	trends	trend	NOUN
cana-2665	229	16	vary	vary	VERB
cana-2665	229	17	across	across	ADP
cana-2665	229	18	a	a	DET
cana-2665	229	19	range	range	NOUN
cana-2665	229	20	of	of	ADP
cana-2665	229	21	operating	operating	NOUN
cana-2665	229	22	conditions	condition	NOUN
cana-2665	229	23	.	.	PUNCT
cana-2665	230	1	such	such	ADJ
cana-2665	230	2	analyses	analysis	NOUN
cana-2665	230	3	are	be	AUX
cana-2665	230	4	vital	vital	ADJ
cana-2665	230	5	for	for	ADP
cana-2665	230	6	optimizing	optimize	VERB
cana-2665	230	7	perovskite	perovskite	ADJ
cana-2665	230	8	solar	solar	ADJ
cana-2665	230	9	cells	cell	NOUN
cana-2665	230	10	,	,	PUNCT
cana-2665	230	11	as	as	SCONJ
cana-2665	230	12	they	they	PRON
cana-2665	230	13	help	help	VERB
cana-2665	230	14	researchers	researcher	NOUN
cana-2665	230	15	identify	identify	VERB
cana-2665	230	16	the	the	DET
cana-2665	230	17	most	most	ADV
cana-2665	230	18	resilient	resilient	ADJ
cana-2665	230	19	designs	design	NOUN
cana-2665	230	20	for	for	ADP
cana-2665	230	21	practical	practical	ADJ
cana-2665	230	22	applications	application	NOUN
cana-2665	230	23	,	,	PUNCT
cana-2665	230	24	ultimately	ultimately	ADV
cana-2665	230	25	ensuring	ensure	VERB
cana-2665	230	26	sustained	sustained	ADJ
cana-2665	230	27	energy	energy	NOUN
cana-2665	230	28	output	output	NOUN
cana-2665	230	29	and	and	CCONJ
cana-2665	230	30	reliability	reliability	NOUN
cana-2665	230	31	in	in	ADP
cana-2665	230	32	real	real	ADJ
cana-2665	230	33	-	-	PUNCT
cana-2665	230	34	world	world	NOUN
cana-2665	230	35	deployments	deployment	NOUN
cana-2665	230	36	.	.	PUNCT
cana-2665	231	1	fig	fig	NOUN
cana-2665	231	2	.	.	PUNCT
cana-2665	232	1	19	19	NUM
cana-2665	232	2	.	.	PUNCT
cana-2665	232	3	solar	solar	ADJ
cana-2665	232	4	cell	cell	NOUN
cana-2665	232	5	performance	performance	NOUN
cana-2665	232	6	in	in	ADP
cana-2665	232	7	practical	practical	ADJ
cana-2665	232	8	environments	environment	NOUN
cana-2665	232	9	simulating	simulate	VERB
cana-2665	232	10	real	real	ADJ
cana-2665	232	11	-	-	PUNCT
cana-2665	232	12	world	world	NOUN
cana-2665	232	13	conditions	condition	NOUN
cana-2665	232	14	,	,	PUNCT
cana-2665	232	15	such	such	ADJ
cana-2665	232	16	as	as	ADP
cana-2665	232	17	fluctuating	fluctuate	VERB
cana-2665	232	18	temperatures	temperature	NOUN
cana-2665	232	19	,	,	PUNCT
cana-2665	232	20	varying	vary	VERB
cana-2665	232	21	irradiance	irradiance	NOUN
cana-2665	232	22	levels	level	NOUN
cana-2665	232	23	,	,	PUNCT
cana-2665	232	24	and	and	CCONJ
cana-2665	232	25	material	material	NOUN
cana-2665	232	26	degradation	degradation	NOUN
cana-2665	232	27	,	,	PUNCT
cana-2665	232	28	is	be	AUX
cana-2665	232	29	critical	critical	ADJ
cana-2665	232	30	for	for	ADP
cana-2665	232	31	bridging	bridge	VERB
cana-2665	232	32	the	the	DET
cana-2665	232	33	gap	gap	NOUN
cana-2665	232	34	between	between	ADP
cana-2665	232	35	laboratory	laboratory	NOUN
cana-2665	232	36	data	datum	NOUN
cana-2665	232	37	and	and	CCONJ
cana-2665	232	38	practical	practical	ADJ
cana-2665	232	39	solar	solar	ADJ
cana-2665	232	40	cell	cell	NOUN
cana-2665	232	41	performance	performance	NOUN
cana-2665	232	42	.	.	PUNCT
cana-2665	233	1	computational	computational	ADJ
cana-2665	233	2	environments	environment	NOUN
cana-2665	233	3	extend	extend	VERB
cana-2665	233	4	scaps	scap	NOUN
cana-2665	233	5	outputs	output	NOUN
cana-2665	233	6	by	by	ADP
cana-2665	233	7	modeling	model	VERB
cana-2665	233	8	how	how	SCONJ
cana-2665	233	9	these	these	DET
cana-2665	233	10	environmental	environmental	ADJ
cana-2665	233	11	factors	factor	NOUN
cana-2665	233	12	influence	influence	VERB
cana-2665	233	13	key	key	ADJ
cana-2665	233	14	metrics	metric	NOUN
cana-2665	233	15	like	like	ADP
cana-2665	233	16	efficiency	efficiency	NOUN
cana-2665	233	17	,	,	PUNCT
cana-2665	233	18	open	open	ADJ
cana-2665	233	19	-	-	PUNCT
cana-2665	233	20	circuit	circuit	NOUN
cana-2665	233	21	voltage	voltage	NOUN
cana-2665	233	22	,	,	PUNCT
cana-2665	233	23	and	and	CCONJ
cana-2665	233	24	short	short	ADJ
cana-2665	233	25	-	-	PUNCT
cana-2665	233	26	circuit	circuit	NOUN
cana-2665	233	27	current	current	NOUN
cana-2665	233	28	over	over	ADP
cana-2665	233	29	time	time	NOUN
cana-2665	233	30	.	.	PUNCT
cana-2665	234	1	these	these	DET
cana-2665	234	2	simulations	simulation	NOUN
cana-2665	234	3	provide	provide	VERB
cana-2665	234	4	valuable	valuable	ADJ
cana-2665	234	5	insights	insight	NOUN
cana-2665	234	6	into	into	ADP
cana-2665	234	7	the	the	DET
cana-2665	234	8	dynamic	dynamic	ADJ
cana-2665	234	9	behavior	behavior	NOUN
cana-2665	234	10	of	of	ADP
cana-2665	234	11	perovskite	perovskite	ADJ
cana-2665	234	12	solar	solar	ADJ
cana-2665	234	13	cells	cell	NOUN
cana-2665	234	14	under	under	ADP
cana-2665	234	15	field	field	NOUN
cana-2665	234	16	-	-	PUNCT
cana-2665	234	17	like	like	ADJ
cana-2665	234	18	scenarios	scenario	NOUN
cana-2665	234	19	,	,	PUNCT
cana-2665	234	20	aiding	aid	VERB
cana-2665	234	21	in	in	ADP
cana-2665	234	22	the	the	DET
cana-2665	234	23	prediction	prediction	NOUN
cana-2665	234	24	of	of	ADP
cana-2665	234	25	long	long	ADJ
cana-2665	234	26	-	-	PUNCT
cana-2665	234	27	term	term	NOUN
cana-2665	234	28	performance	performance	NOUN
cana-2665	234	29	and	and	CCONJ
cana-2665	234	30	reliability	reliability	NOUN
cana-2665	234	31	across	across	ADP
cana-2665	234	32	diverse	diverse	ADJ
cana-2665	234	33	geographic	geographic	ADJ
cana-2665	234	34	and	and	CCONJ
cana-2665	234	35	climatic	climatic	ADJ
cana-2665	234	36	conditions	condition	NOUN
cana-2665	234	37	.	.	PUNCT
cana-2665	235	1	this	this	DET
cana-2665	235	2	approach	approach	NOUN
cana-2665	235	3	enables	enable	VERB
cana-2665	235	4	the	the	DET
cana-2665	235	5	refinement	refinement	NOUN
cana-2665	235	6	of	of	ADP
cana-2665	235	7	material	material	NOUN
cana-2665	235	8	compositions	composition	NOUN
cana-2665	235	9	and	and	CCONJ
cana-2665	235	10	device	device	NOUN
cana-2665	235	11	architectures	architecture	NOUN
cana-2665	235	12	for	for	ADP
cana-2665	235	13	improved	improved	ADJ
cana-2665	235	14	durability	durability	NOUN
cana-2665	235	15	and	and	CCONJ
cana-2665	235	16	efficiency	efficiency	NOUN
cana-2665	235	17	in	in	ADP
cana-2665	235	18	real	real	ADJ
cana-2665	235	19	-	-	PUNCT
cana-2665	235	20	world	world	NOUN
cana-2665	235	21	applications	application	NOUN
cana-2665	235	22	.	.	PUNCT
cana-2665	236	1	14	14	NUM
cana-2665	236	2	.	.	PUNCT
cana-2665	236	3	conclusion	conclusion	NOUN
cana-2665	236	4	this	this	DET
cana-2665	236	5	study	study	NOUN
cana-2665	236	6	conducts	conduct	VERB
cana-2665	236	7	a	a	DET
cana-2665	236	8	detailed	detailed	ADJ
cana-2665	236	9	evaluation	evaluation	NOUN
cana-2665	236	10	of	of	ADP
cana-2665	236	11	solar	solar	ADJ
cana-2665	236	12	cells	cell	NOUN
cana-2665	236	13	using	use	VERB
cana-2665	236	14	various	various	ADJ
cana-2665	236	15	perovskite	perovskite	NOUN
cana-2665	236	16	-	-	PUNCT
cana-2665	236	17	based	base	VERB
cana-2665	236	18	absorber	absorber	NOUN
cana-2665	236	19	materials	material	NOUN
cana-2665	236	20	,	,	PUNCT
cana-2665	236	21	including	include	VERB
cana-2665	236	22	masni3	masni3	NOUN
cana-2665	236	23	,	,	PUNCT
cana-2665	236	24	ch3nh3pbi3	ch3nh3pbi3	NOUN
cana-2665	236	25	,	,	PUNCT
cana-2665	236	26	ch3nh3pbixbr1	ch3nh3pbixbr1	NOUN
cana-2665	236	27	-	-	PUNCT
cana-2665	236	28	x	x	NOUN
cana-2665	236	29	,	,	PUNCT
cana-2665	236	30	cspbi3	cspbi3	PROPN
cana-2665	236	31	,	,	PUNCT
cana-2665	236	32	cssngei3	cssngei3	NOUN
cana-2665	236	33	,	,	PUNCT
cana-2665	236	34	and	and	CCONJ
cana-2665	236	35	ch3nh3sni3	ch3nh3sni3	NOUN
cana-2665	236	36	.	.	PUNCT
cana-2665	237	1	critical	critical	ADJ
cana-2665	237	2	performance	performance	NOUN
cana-2665	237	3	indicators	indicator	NOUN
cana-2665	237	4	,	,	PUNCT
cana-2665	237	5	such	such	ADJ
cana-2665	237	6	as	as	ADP
cana-2665	237	7	power	power	NOUN
cana-2665	237	8	conversion	conversion	NOUN
cana-2665	237	9	efficiency	efficiency	NOUN
cana-2665	237	10	(	(	PUNCT
cana-2665	237	11	pce	pce	NOUN
cana-2665	237	12	)	)	PUNCT
cana-2665	237	13	,	,	PUNCT
cana-2665	237	14	fill	fill	NOUN
cana-2665	237	15	factor	factor	NOUN
cana-2665	237	16	(	(	PUNCT
cana-2665	237	17	ff	ff	NOUN
cana-2665	237	18	)	)	PUNCT
cana-2665	237	19	,	,	PUNCT
cana-2665	237	20	open	open	ADJ
cana-2665	237	21	-	-	PUNCT
cana-2665	237	22	circuit	circuit	NOUN
cana-2665	237	23	voltage	voltage	NOUN
cana-2665	237	24	(	(	PUNCT
cana-2665	237	25	voc	voc	NOUN
cana-2665	237	26	)	)	PUNCT
cana-2665	237	27	,	,	PUNCT
cana-2665	237	28	and	and	CCONJ
cana-2665	237	29	short	short	ADJ
cana-2665	237	30	-	-	PUNCT
cana-2665	237	31	circuit	circuit	NOUN
cana-2665	237	32	current	current	ADJ
cana-2665	237	33	density	density	NOUN
cana-2665	237	34	(	(	PUNCT
cana-2665	237	35	jsc	jsc	PROPN
cana-2665	237	36	)	)	PUNCT
cana-2665	237	37	,	,	PUNCT
cana-2665	237	38	were	be	AUX
cana-2665	237	39	assessed	assess	VERB
cana-2665	237	40	to	to	PART
cana-2665	237	41	understand	understand	VERB
cana-2665	237	42	the	the	DET
cana-2665	237	43	unique	unique	ADJ
cana-2665	237	44	properties	property	NOUN
cana-2665	237	45	and	and	CCONJ
cana-2665	237	46	potential	potential	NOUN
cana-2665	237	47	of	of	ADP
cana-2665	237	48	each	each	DET
cana-2665	237	49	material	material	NOUN
cana-2665	237	50	.	.	PUNCT
cana-2665	238	1	computational	computational	ADJ
cana-2665	238	2	simulations	simulation	NOUN
cana-2665	238	3	,	,	PUNCT
cana-2665	238	4	involving	involve	VERB
cana-2665	238	5	sensitivity	sensitivity	NOUN
cana-2665	238	6	analysis	analysis	NOUN
cana-2665	238	7	,	,	PUNCT
cana-2665	238	8	layer	layer	NOUN
cana-2665	238	9	optimization	optimization	NOUN
cana-2665	238	10	,	,	PUNCT
cana-2665	238	11	and	and	CCONJ
cana-2665	238	12	circuit	circuit	NOUN
cana-2665	238	13	modeling	modeling	NOUN
cana-2665	238	14	,	,	PUNCT
cana-2665	238	15	complemented	complement	VERB
cana-2665	238	16	the	the	DET
cana-2665	238	17	scaps	scap	NOUN
cana-2665	238	18	-	-	PUNCT
cana-2665	238	19	generated	generate	VERB
cana-2665	238	20	results	result	NOUN
cana-2665	238	21	and	and	CCONJ
cana-2665	238	22	enhanced	enhance	VERB
cana-2665	238	23	the	the	DET
cana-2665	238	24	analysis	analysis	NOUN
cana-2665	238	25	.	.	PUNCT
cana-2665	239	1	the	the	DET
cana-2665	239	2	integration	integration	NOUN
cana-2665	239	3	of	of	ADP
cana-2665	239	4	machine	machine	NOUN
cana-2665	239	5	learning	learning	NOUN
cana-2665	239	6	models	model	NOUN
cana-2665	239	7	and	and	CCONJ
cana-2665	239	8	simulations	simulation	NOUN
cana-2665	239	9	of	of	ADP
cana-2665	239	10	real	real	ADJ
cana-2665	239	11	-	-	PUNCT
cana-2665	239	12	world	world	NOUN
cana-2665	239	13	conditions	condition	NOUN
cana-2665	239	14	offers	offer	VERB
cana-2665	239	15	practical	practical	ADJ
cana-2665	239	16	insights	insight	NOUN
cana-2665	239	17	into	into	ADP
cana-2665	239	18	material	material	ADJ
cana-2665	239	19	performance	performance	NOUN
cana-2665	239	20	,	,	PUNCT
cana-2665	239	21	supporting	support	VERB
cana-2665	239	22	the	the	DET
cana-2665	239	23	development	development	NOUN
cana-2665	239	24	of	of	ADP
cana-2665	239	25	highefficiency	highefficiency	NOUN
cana-2665	239	26	perovskite	perovskite	NOUN
cana-2665	239	27	solar	solar	ADJ
cana-2665	239	28	cells	cell	NOUN
cana-2665	239	29	for	for	ADP
cana-2665	239	30	future	future	ADJ
cana-2665	239	31	energy	energy	NOUN
cana-2665	239	32	applications	application	NOUN
cana-2665	239	33	.	.	PUNCT
cana-2665	240	1	communications	communication	NOUN
cana-2665	240	2	on	on	ADP
cana-2665	240	3	applied	apply	VERB
cana-2665	240	4	nonlinear	nonlinear	ADJ
cana-2665	240	5	analysis	analysis	NOUN
cana-2665	240	6	issn	issn	NOUN
cana-2665	240	7	:	:	PUNCT
cana-2665	240	8	1074	1074	NUM
cana-2665	240	9	-	-	PUNCT
cana-2665	240	10	133x	133x	NUM
cana-2665	240	11	vol	vol	NOUN
cana-2665	240	12	32	32	NUM
cana-2665	240	13	no	no	NOUN
cana-2665	240	14	.	.	PUNCT
cana-2665	241	1	3s	3s	NUM
cana-2665	241	2	(	(	PUNCT
cana-2665	241	3	2025	2025	NUM
cana-2665	241	4	)	)	PUNCT
cana-2665	241	5	436	436	NUM
cana-2665	241	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	241	7	references	reference	NOUN
cana-2665	241	8	[	[	X
cana-2665	241	9	1	1	NUM
cana-2665	241	10	]	]	X
cana-2665	241	11	n.	n.	PROPN
cana-2665	241	12	j.	j.	PROPN
cana-2665	241	13	jeon	jeon	PROPN
cana-2665	241	14	,	,	PUNCT
cana-2665	241	15	h.	h.	PROPN
cana-2665	242	1	na	na	PROPN
cana-2665	242	2	,	,	PUNCT
cana-2665	242	3	e.	e.	PROPN
cana-2665	242	4	h.	h.	PROPN
cana-2665	242	5	jung	jung	PROPN
cana-2665	242	6	,	,	PUNCT
cana-2665	242	7	et	et	PROPN
cana-2665	242	8	al	al	PROPN
cana-2665	242	9	.	.	PROPN
cana-2665	242	10	,	,	PUNCT
cana-2665	242	11	”	"	PUNCT
cana-2665	242	12	a	a	DET
cana-2665	242	13	fluorene	fluorene	NOUN
cana-2665	242	14	-	-	PUNCT
cana-2665	242	15	terminated	terminate	VERB
cana-2665	242	16	hole	hole	NOUN
cana-2665	242	17	transporting	transport	VERB
cana-2665	242	18	material	material	NOUN
cana-2665	242	19	for	for	ADP
cana-2665	242	20	highly	highly	ADV
cana-2665	242	21	efficient	efficient	ADJ
cana-2665	242	22	and	and	CCONJ
cana-2665	242	23	stable	stable	ADJ
cana-2665	242	24	perovskite	perovskite	ADJ
cana-2665	242	25	solar	solar	ADJ
cana-2665	242	26	cells	cell	NOUN
cana-2665	242	27	,	,	PUNCT
cana-2665	242	28	”	"	PUNCT
cana-2665	242	29	nature	nature	NOUN
cana-2665	242	30	energy	energy	NOUN
cana-2665	242	31	,	,	PUNCT
cana-2665	242	32	vol	vol	NOUN
cana-2665	242	33	.	.	PROPN
cana-2665	243	1	3	3	NUM
cana-2665	243	2	,	,	PUNCT
cana-2665	243	3	no	no	INTJ
cana-2665	243	4	.	.	NOUN
cana-2665	243	5	8	8	NUM
cana-2665	243	6	,	,	PUNCT
cana-2665	243	7	pp	pp	ADJ
cana-2665	243	8	.	.	PUNCT
cana-2665	244	1	682–689	682–689	NUM
cana-2665	244	2	,	,	PUNCT
cana-2665	244	3	aug	aug	PROPN
cana-2665	244	4	.	.	PROPN
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cana-2665	244	6	.	.	PUNCT
cana-2665	245	1	doi	doi	NOUN
cana-2665	245	2	:	:	PUNCT
cana-2665	245	3	10.1038	10.1038	NUM
cana-2665	245	4	/	/	SYM
cana-2665	245	5	s41560	s41560	PROPN
cana-2665	245	6	-	-	PUNCT
cana-2665	245	7	0180184	0180184	NUM
cana-2665	245	8	-	-	PUNCT
cana-2665	245	9	4	4	NUM
cana-2665	245	10	.	.	PUNCT
cana-2665	246	1	[	[	X
cana-2665	246	2	2	2	X
cana-2665	246	3	]	]	PUNCT
cana-2665	246	4	w.	w.	PROPN
cana-2665	246	5	s.	s.	PROPN
cana-2665	246	6	yang	yang	PROPN
cana-2665	246	7	,	,	PUNCT
cana-2665	246	8	b.	b.	PROPN
cana-2665	246	9	park	park	PROPN
cana-2665	246	10	,	,	PUNCT
cana-2665	246	11	e.	e.	PROPN
cana-2665	246	12	h.	h.	PROPN
cana-2665	246	13	jung	jung	PROPN
cana-2665	246	14	,	,	PUNCT
cana-2665	246	15	et	et	PROPN
cana-2665	246	16	al	al	PROPN
cana-2665	246	17	.	.	PROPN
cana-2665	246	18	,	,	PUNCT
cana-2665	246	19	”	"	PUNCT
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cana-2665	246	21	management	management	NOUN
cana-2665	246	22	in	in	ADP
cana-2665	246	23	formamidinium	formamidinium	NOUN
cana-2665	246	24	-	-	PUNCT
cana-2665	246	25	lead	lead	ADJ
cana-2665	246	26	-	-	PUNCT
cana-2665	246	27	halide	halide	NOUN
cana-2665	246	28	-	-	PUNCT
cana-2665	246	29	based	base	VERB
cana-2665	246	30	perovskite	perovskite	NOUN
cana-2665	246	31	layers	layer	NOUN
cana-2665	246	32	for	for	ADP
cana-2665	246	33	efficient	efficient	ADJ
cana-2665	246	34	solar	solar	ADJ
cana-2665	246	35	cells	cell	NOUN
cana-2665	246	36	,	,	PUNCT
cana-2665	246	37	”	"	PUNCT
cana-2665	246	38	science	science	NOUN
cana-2665	246	39	,	,	PUNCT
cana-2665	246	40	vol	vol	NOUN
cana-2665	246	41	.	.	PROPN
cana-2665	246	42	356	356	NUM
cana-2665	246	43	,	,	PUNCT
cana-2665	246	44	no	no	INTJ
cana-2665	246	45	.	.	NOUN
cana-2665	246	46	6345	6345	NUM
cana-2665	246	47	,	,	PUNCT
cana-2665	246	48	pp	pp	ADJ
cana-2665	246	49	.	.	PUNCT
cana-2665	247	1	1376–1379	1376–1379	NUM
cana-2665	247	2	,	,	PUNCT
cana-2665	247	3	jun	jun	PROPN
cana-2665	247	4	.	.	PROPN
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cana-2665	247	6	.	.	PUNCT
cana-2665	248	1	doi	doi	NOUN
cana-2665	248	2	:	:	PUNCT
cana-2665	248	3	10.1126	10.1126	NUM
cana-2665	248	4	/	/	SYM
cana-2665	248	5	science.aan2301	science.aan2301	PUNCT
cana-2665	249	1	[	[	X
cana-2665	249	2	3	3	X
cana-2665	249	3	]	]	PUNCT
cana-2665	249	4	m.	m.	NOUN
cana-2665	249	5	saliba	saliba	PROPN
cana-2665	249	6	,	,	PUNCT
cana-2665	249	7	t.	t.	NOUN
cana-2665	249	8	matsui	matsui	NOUN
cana-2665	249	9	,	,	PUNCT
cana-2665	249	10	j.	j.	PROPN
cana-2665	249	11	y.	y.	PROPN
cana-2665	249	12	seo	seo	PROPN
cana-2665	249	13	,	,	PUNCT
cana-2665	249	14	et	et	PROPN
cana-2665	249	15	al	al	PROPN
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cana-2665	249	17	,	,	PUNCT
cana-2665	249	18	”	"	PUNCT
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cana-2665	249	20	containing	contain	VERB
cana-2665	249	21	triple	triple	ADJ
cana-2665	249	22	cation	cation	NOUN
cana-2665	249	23	perovskite	perovskite	NOUN
cana-2665	249	24	solar	solar	ADJ
cana-2665	249	25	cells	cell	NOUN
cana-2665	249	26	:	:	PUNCT
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cana-2665	249	29	,	,	PUNCT
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cana-2665	249	31	,	,	PUNCT
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cana-2665	249	35	,	,	PUNCT
cana-2665	249	36	”	"	PUNCT
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cana-2665	249	38	and	and	CCONJ
cana-2665	249	39	environmental	environmental	ADJ
cana-2665	249	40	science	science	NOUN
cana-2665	249	41	,	,	PUNCT
cana-2665	249	42	vol	vol	NOUN
cana-2665	249	43	.	.	PROPN
cana-2665	249	44	9	9	NUM
cana-2665	249	45	,	,	PUNCT
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cana-2665	249	49	,	,	PUNCT
cana-2665	249	50	pp	pp	ADJ
cana-2665	249	51	.	.	PUNCT
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cana-2665	250	2	1997	1997	NUM
cana-2665	250	3	,	,	PUNCT
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cana-2665	250	6	.	.	PUNCT
cana-2665	251	1	doi	doi	NOUN
cana-2665	251	2	:	:	PUNCT
cana-2665	251	3	10.1039	10.1039	NUM
cana-2665	251	4	/	/	SYM
cana-2665	251	5	c5ee03874j	c5ee03874j	PROPN
cana-2665	251	6	.	.	PUNCT
cana-2665	252	1	[	[	X
cana-2665	252	2	4	4	X
cana-2665	252	3	]	]	X
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cana-2665	252	11	,	,	PUNCT
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cana-2665	252	15	et	et	PROPN
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cana-2665	252	21	-	-	PUNCT
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cana-2665	252	26	cells	cell	NOUN
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cana-2665	252	31	,	,	PUNCT
cana-2665	252	32	”	"	PUNCT
cana-2665	252	33	nature	nature	NOUN
cana-2665	252	34	communications	communication	NOUN
cana-2665	252	35	,	,	PUNCT
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cana-2665	252	39	,	,	PUNCT
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cana-2665	252	42	15684	15684	NUM
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cana-2665	252	47	.	.	PUNCT
cana-2665	253	1	doi	doi	NOUN
cana-2665	253	2	:	:	PUNCT
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cana-2665	253	4	/	/	SYM
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cana-2665	253	6	.	.	PUNCT
cana-2665	254	1	[	[	X
cana-2665	254	2	5	5	X
cana-2665	254	3	]	]	PUNCT
cana-2665	254	4	h.	h.	PROPN
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cana-2665	254	6	kim	kim	PROPN
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cana-2665	254	8	c.	c.	PROPN
cana-2665	254	9	r.	r.	PROPN
cana-2665	254	10	lee	lee	PROPN
cana-2665	254	11	,	,	PUNCT
cana-2665	254	12	j.	j.	PROPN
cana-2665	254	13	h.	h.	PROPN
cana-2665	255	1	i	i	PRON
cana-2665	255	2	m	m	PROPN
cana-2665	255	3	,	,	PUNCT
cana-2665	255	4	et	et	PROPN
cana-2665	255	5	al	al	PROPN
cana-2665	255	6	.	.	PROPN
cana-2665	255	7	,	,	PUNCT
cana-2665	255	8	”	"	PUNCT
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cana-2665	255	10	iodide	iodide	NOUN
cana-2665	255	11	perovskite	perovskite	NOUN
cana-2665	255	12	sensitized	sensitize	VERB
cana-2665	255	13	all	all	PRON
cana-2665	255	14	-	-	PUNCT
cana-2665	255	15	solid	solid	ADJ
cana-2665	255	16	-	-	PUNCT
cana-2665	255	17	state	state	NOUN
cana-2665	255	18	submicron	submicron	NOUN
cana-2665	255	19	thin	thin	ADJ
cana-2665	255	20	film	film	NOUN
cana-2665	255	21	mesoscopic	mesoscopic	VERB
cana-2665	255	22	solar	solar	ADJ
cana-2665	255	23	cell	cell	NOUN
cana-2665	255	24	with	with	ADP
cana-2665	255	25	efficiency	efficiency	NOUN
cana-2665	255	26	exceeding	exceed	VERB
cana-2665	255	27	9	9	NUM
cana-2665	255	28	percent	percent	NOUN
cana-2665	255	29	,	,	PUNCT
cana-2665	255	30	”	"	PUNCT
cana-2665	255	31	scientific	scientific	ADJ
cana-2665	255	32	reports	report	NOUN
cana-2665	255	33	,	,	PUNCT
cana-2665	255	34	vol	vol	NOUN
cana-2665	255	35	.	.	PROPN
cana-2665	256	1	2	2	NUM
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cana-2665	256	6	,	,	PUNCT
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cana-2665	256	10	.	.	PUNCT
cana-2665	257	1	doi	doi	NOUN
cana-2665	257	2	:	:	PUNCT
cana-2665	257	3	10.1038	10.1038	NUM
cana-2665	257	4	/	/	SYM
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cana-2665	257	6	.	.	PUNCT
cana-2665	258	1	[	[	X
cana-2665	258	2	6	6	NUM
cana-2665	258	3	]	]	PUNCT
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cana-2665	258	22	perovskite	perovskite	ADJ
cana-2665	258	23	solar	solar	ADJ
cana-2665	258	24	cells	cell	NOUN
cana-2665	258	25	,	,	PUNCT
cana-2665	258	26	”	"	PUNCT
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cana-2665	258	28	photonics	photonic	NOUN
cana-2665	258	29	,	,	PUNCT
cana-2665	258	30	vol	vol	NOUN
cana-2665	258	31	.	.	PROPN
cana-2665	258	32	8	8	NUM
cana-2665	258	33	,	,	PUNCT
cana-2665	258	34	no	no	INTJ
cana-2665	258	35	.	.	NOUN
cana-2665	258	36	7	7	NUM
cana-2665	258	37	,	,	PUNCT
cana-2665	258	38	pp	pp	ADJ
cana-2665	258	39	.	.	PUNCT
cana-2665	259	1	506–514	506–514	NUM
cana-2665	259	2	,	,	PUNCT
cana-2665	259	3	jul	jul	PROPN
cana-2665	259	4	.	.	PROPN
cana-2665	259	5	2014	2014	NUM
cana-2665	259	6	.	.	PUNCT
cana-2665	260	1	doi	doi	NOUN
cana-2665	260	2	:	:	PUNCT
cana-2665	260	3	10.1038	10.1038	NUM
cana-2665	260	4	/	/	SYM
cana-2665	260	5	nphoton.2014.134	nphoton.2014.134	PROPN
cana-2665	260	6	.	.	PUNCT
cana-2665	261	1	[	[	X
cana-2665	261	2	7	7	X
cana-2665	261	3	]	]	X
cana-2665	261	4	j.	j.	PROPN
cana-2665	261	5	cui	cui	PROPN
cana-2665	261	6	,	,	PUNCT
cana-2665	261	7	s.	s.	PROPN
cana-2665	261	8	yuan	yuan	PROPN
cana-2665	261	9	,	,	PUNCT
cana-2665	261	10	y.	y.	PROPN
cana-2665	261	11	wu	wu	PROPN
cana-2665	261	12	,	,	PUNCT
cana-2665	261	13	et	et	PROPN
cana-2665	261	14	al	al	PROPN
cana-2665	261	15	.	.	PROPN
cana-2665	261	16	,	,	PUNCT
cana-2665	261	17	”	"	PUNCT
cana-2665	261	18	multi	multi	ADJ
cana-2665	261	19	-	-	ADJ
cana-2665	261	20	cation	cation	ADJ
cana-2665	261	21	synergy	synergy	NOUN
cana-2665	261	22	in	in	ADP
cana-2665	261	23	mixed	mixed	ADJ
cana-2665	261	24	-	-	PUNCT
cana-2665	261	25	halide	halide	NOUN
cana-2665	261	26	perovskite	perovskite	NOUN
cana-2665	261	27	solar	solar	ADJ
cana-2665	261	28	cells	cell	NOUN
cana-2665	261	29	for	for	ADP
cana-2665	261	30	enhanced	enhanced	ADJ
cana-2665	261	31	performance	performance	NOUN
cana-2665	261	32	and	and	CCONJ
cana-2665	261	33	stability	stability	NOUN
cana-2665	261	34	,	,	PUNCT
cana-2665	261	35	”	"	PUNCT
cana-2665	261	36	joule	joule	NOUN
cana-2665	261	37	,	,	PUNCT
cana-2665	261	38	vol	vol	NOUN
cana-2665	261	39	.	.	PROPN
cana-2665	261	40	3	3	NUM
cana-2665	261	41	,	,	PUNCT
cana-2665	261	42	no	no	INTJ
cana-2665	261	43	.	.	NOUN
cana-2665	261	44	8	8	NUM
cana-2665	261	45	,	,	PUNCT
cana-2665	261	46	pp	pp	ADJ
cana-2665	261	47	.	.	PUNCT
cana-2665	261	48	1760–1772	1760–1772	NUM
cana-2665	261	49	,	,	PUNCT
cana-2665	261	50	aug	aug	PROPN
cana-2665	261	51	.	.	PROPN
cana-2665	261	52	2019	2019	NUM
cana-2665	261	53	.	.	PUNCT
cana-2665	262	1	doi	doi	NOUN
cana-2665	262	2	:	:	PUNCT
cana-2665	262	3	10.1016	10.1016	NUM
cana-2665	262	4	/	/	SYM
cana-2665	262	5	j.joule.2019.06.007	j.joule.2019.06.007	X
cana-2665	262	6	.	.	PUNCT
cana-2665	263	1	[	[	X
cana-2665	263	2	8	8	NUM
cana-2665	263	3	]	]	PUNCT
cana-2665	263	4	a.	a.	NOUN
cana-2665	263	5	kojima	kojima	PROPN
cana-2665	263	6	,	,	PUNCT
cana-2665	263	7	k.	k.	PROPN
cana-2665	263	8	teshima	teshima	PROPN
cana-2665	263	9	,	,	PUNCT
cana-2665	263	10	y.	y.	PROPN
cana-2665	263	11	shirai	shirai	PROPN
cana-2665	263	12	,	,	PUNCT
cana-2665	263	13	and	and	CCONJ
cana-2665	263	14	t.	t.	PROPN
cana-2665	263	15	miyasaka	miyasaka	PROPN
cana-2665	263	16	,	,	PUNCT
cana-2665	263	17	”	"	PUNCT
cana-2665	263	18	organometal	organometal	ADJ
cana-2665	263	19	halide	halide	NOUN
cana-2665	263	20	perovskites	perovskite	NOUN
cana-2665	263	21	as	as	ADP
cana-2665	263	22	visible	visible	ADJ
cana-2665	263	23	-	-	PUNCT
cana-2665	263	24	light	light	ADJ
cana-2665	263	25	sensitizers	sensitizer	NOUN
cana-2665	263	26	for	for	ADP
cana-2665	263	27	photovoltaic	photovoltaic	NOUN
cana-2665	263	28	cells	cell	NOUN
cana-2665	263	29	,	,	PUNCT
cana-2665	263	30	”	"	PUNCT
cana-2665	263	31	journal	journal	NOUN
cana-2665	263	32	of	of	ADP
cana-2665	263	33	the	the	DET
cana-2665	263	34	american	american	PROPN
cana-2665	263	35	chemical	chemical	PROPN
cana-2665	263	36	society	society	PROPN
cana-2665	263	37	,	,	PUNCT
cana-2665	263	38	vol	vol	NOUN
cana-2665	263	39	.	.	PROPN
cana-2665	263	40	131	131	NUM
cana-2665	263	41	,	,	PUNCT
cana-2665	263	42	no	no	INTJ
cana-2665	263	43	.	.	NOUN
cana-2665	263	44	17	17	NUM
cana-2665	263	45	,	,	PUNCT
cana-2665	263	46	pp	pp	ADJ
cana-2665	263	47	.	.	PUNCT
cana-2665	264	1	6050–6051	6050–6051	NUM
cana-2665	264	2	,	,	PUNCT
cana-2665	264	3	apr	apr	PROPN
cana-2665	264	4	.	.	PROPN
cana-2665	264	5	2009	2009	NUM
cana-2665	264	6	.	.	PUNCT
cana-2665	265	1	doi	doi	NOUN
cana-2665	265	2	:	:	PUNCT
cana-2665	265	3	10.1021	10.1021	NUM
cana-2665	265	4	/	/	SYM
cana-2665	265	5	ja809598r	ja809598r	NOUN
cana-2665	265	6	.	.	PUNCT
cana-2665	266	1	[	[	X
cana-2665	266	2	9	9	NUM
cana-2665	266	3	]	]	PUNCT
cana-2665	266	4	q.	q.	PROPN
cana-2665	266	5	chen	chen	PROPN
cana-2665	266	6	,	,	PUNCT
cana-2665	266	7	n.	n.	PROPN
cana-2665	266	8	de	de	PROPN
cana-2665	266	9	marco	marco	PROPN
cana-2665	266	10	,	,	PUNCT
cana-2665	266	11	y.	y.	PROPN
cana-2665	266	12	m.	m.	PROPN
cana-2665	266	13	yang	yang	PROPN
cana-2665	266	14	,	,	PUNCT
cana-2665	266	15	et	et	PROPN
cana-2665	266	16	al	al	PROPN
cana-2665	266	17	.	.	PROPN
cana-2665	266	18	,	,	PUNCT
cana-2665	266	19	”	"	PUNCT
cana-2665	266	20	under	under	ADP
cana-2665	266	21	the	the	DET
cana-2665	266	22	spotlight	spotlight	NOUN
cana-2665	266	23	:	:	PUNCT
cana-2665	266	24	the	the	DET
cana-2665	266	25	organic	organic	ADJ
cana-2665	266	26	-	-	PUNCT
cana-2665	266	27	inorganic	inorganic	ADJ
cana-2665	266	28	hybrid	hybrid	ADJ
cana-2665	266	29	halide	halide	NOUN
cana-2665	266	30	perovskite	perovskite	NOUN
cana-2665	266	31	for	for	ADP
cana-2665	266	32	optoelectronic	optoelectronic	ADJ
cana-2665	266	33	applications	application	NOUN
cana-2665	266	34	,	,	PUNCT
cana-2665	266	35	”	"	PUNCT
cana-2665	266	36	advanced	advanced	ADJ
cana-2665	266	37	materials	material	NOUN
cana-2665	266	38	,	,	PUNCT
cana-2665	266	39	vol	vol	NOUN
cana-2665	266	40	.	.	PROPN
cana-2665	266	41	27	27	NUM
cana-2665	266	42	,	,	PUNCT
cana-2665	266	43	no	no	INTJ
cana-2665	266	44	.	.	NOUN
cana-2665	266	45	31	31	NUM
cana-2665	266	46	,	,	PUNCT
cana-2665	266	47	pp	pp	ADJ
cana-2665	266	48	.	.	PUNCT
cana-2665	266	49	4889–4894	4889–4894	NUM
cana-2665	266	50	,	,	PUNCT
cana-2665	266	51	aug	aug	PROPN
cana-2665	266	52	.	.	PROPN
cana-2665	266	53	2015	2015	NUM
cana-2665	266	54	.	.	PUNCT
cana-2665	267	1	doi	doi	NOUN
cana-2665	267	2	:	:	PUNCT
cana-2665	267	3	10.1002	10.1002	NUM
cana-2665	267	4	/	/	SYM
cana-2665	267	5	adma.201502310	adma.201502310	PROPN
cana-2665	267	6	.	.	PUNCT
cana-2665	268	1	[	[	X
cana-2665	268	2	10	10	NUM
cana-2665	268	3	]	]	PUNCT
cana-2665	268	4	s.	s.	PROPN
cana-2665	268	5	de	de	PROPN
cana-2665	268	6	wolf	wolf	PROPN
cana-2665	268	7	,	,	PUNCT
cana-2665	268	8	j.	j.	PROPN
cana-2665	268	9	holovsky	holovsky	PROPN
cana-2665	268	10	,	,	PUNCT
cana-2665	268	11	s.	s.	PROPN
cana-2665	268	12	j.	j.	PROPN
cana-2665	268	13	moon	moon	PROPN
cana-2665	268	14	,	,	PUNCT
cana-2665	268	15	et	et	PROPN
cana-2665	268	16	al	al	PROPN
cana-2665	268	17	.	.	PROPN
cana-2665	268	18	,	,	PUNCT
cana-2665	268	19	”	"	PUNCT
cana-2665	268	20	organometallic	organometallic	ADJ
cana-2665	268	21	halide	halide	NOUN
cana-2665	268	22	perovskites	perovskite	NOUN
cana-2665	268	23	:	:	PUNCT
cana-2665	268	24	sharp	sharp	ADJ
cana-2665	268	25	optical	optical	ADJ
cana-2665	268	26	absorption	absorption	NOUN
cana-2665	268	27	edge	edge	NOUN
cana-2665	268	28	and	and	CCONJ
cana-2665	268	29	its	its	PRON
cana-2665	268	30	relation	relation	NOUN
cana-2665	268	31	to	to	PART
cana-2665	268	32	photovoltaic	photovoltaic	VERB
cana-2665	268	33	performance	performance	NOUN
cana-2665	268	34	,	,	PUNCT
cana-2665	268	35	”	"	PUNCT
cana-2665	268	36	journal	journal	NOUN
cana-2665	268	37	of	of	ADP
cana-2665	268	38	physical	physical	ADJ
cana-2665	268	39	chemistry	chemistry	NOUN
cana-2665	268	40	letters	letter	NOUN
cana-2665	268	41	,	,	PUNCT
cana-2665	268	42	vol	vol	NOUN
cana-2665	268	43	.	.	PROPN
cana-2665	268	44	5	5	NUM
cana-2665	268	45	,	,	PUNCT
cana-2665	268	46	no	no	INTJ
cana-2665	268	47	.	.	NOUN
cana-2665	268	48	6	6	NUM
cana-2665	268	49	,	,	PUNCT
cana-2665	268	50	pp	pp	ADJ
cana-2665	268	51	.	.	PUNCT
cana-2665	269	1	1035–1039	1035–1039	NUM
cana-2665	269	2	,	,	PUNCT
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cana-2665	269	4	.	.	PROPN
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cana-2665	269	6	.	.	PUNCT
cana-2665	270	1	doi	doi	NOUN
cana-2665	270	2	:	:	PUNCT
cana-2665	270	3	10.1021	10.1021	NUM
cana-2665	270	4	/	/	SYM
cana-2665	270	5	jz500279b	jz500279b	NOUN
cana-2665	270	6	.	.	PUNCT
cana-2665	271	1	[	[	X
cana-2665	271	2	11	11	NUM
cana-2665	271	3	]	]	PUNCT
cana-2665	271	4	a.	a.	PROPN
cana-2665	271	5	mei	mei	PROPN
cana-2665	271	6	,	,	PUNCT
cana-2665	271	7	x.	x.	PROPN
cana-2665	271	8	li	li	PROPN
cana-2665	271	9	,	,	PUNCT
cana-2665	271	10	l.	l.	PROPN
cana-2665	271	11	liu	liu	PROPN
cana-2665	271	12	,	,	PUNCT
cana-2665	271	13	et	et	PROPN
cana-2665	271	14	al	al	PROPN
cana-2665	271	15	.	.	PROPN
cana-2665	271	16	,	,	PUNCT
cana-2665	271	17	”	"	PUNCT
cana-2665	271	18	a	a	DET
cana-2665	271	19	hole	hole	NOUN
cana-2665	271	20	-	-	PUNCT
cana-2665	271	21	conductor	conductor	NOUN
cana-2665	271	22	-	-	PUNCT
cana-2665	271	23	free	free	ADJ
cana-2665	271	24	,	,	PUNCT
cana-2665	271	25	fully	fully	ADV
cana-2665	271	26	printable	printable	ADJ
cana-2665	271	27	mesoscopic	mesoscopic	NOUN
cana-2665	271	28	perovskite	perovskite	VERB
cana-2665	271	29	solar	solar	ADJ
cana-2665	271	30	cell	cell	NOUN
cana-2665	271	31	with	with	ADP
cana-2665	271	32	high	high	ADJ
cana-2665	271	33	stability	stability	NOUN
cana-2665	271	34	,	,	PUNCT
cana-2665	271	35	”	"	PUNCT
cana-2665	271	36	science	science	NOUN
cana-2665	271	37	,	,	PUNCT
cana-2665	271	38	vol	vol	NOUN
cana-2665	271	39	.	.	PROPN
cana-2665	271	40	345	345	NUM
cana-2665	271	41	,	,	PUNCT
cana-2665	271	42	no	no	INTJ
cana-2665	271	43	.	.	NOUN
cana-2665	271	44	6194	6194	NUM
cana-2665	271	45	,	,	PUNCT
cana-2665	271	46	pp	pp	X
cana-2665	271	47	.	.	PUNCT
cana-2665	272	1	295–298	295–298	NUM
cana-2665	272	2	,	,	PUNCT
cana-2665	272	3	jul	jul	PROPN
cana-2665	272	4	.	.	PROPN
cana-2665	272	5	2014	2014	NUM
cana-2665	272	6	.	.	PUNCT
cana-2665	273	1	doi	doi	NOUN
cana-2665	273	2	:	:	PUNCT
cana-2665	273	3	10.1126	10.1126	NUM
cana-2665	273	4	/	/	SYM
cana-2665	273	5	science.1254763	science.1254763	PROPN
cana-2665	273	6	.	.	PUNCT
cana-2665	274	1	[	[	X
cana-2665	274	2	12	12	NUM
cana-2665	274	3	]	]	X
cana-2665	274	4	n.	n.	PROPN
cana-2665	274	5	g.	g.	PROPN
cana-2665	274	6	park	park	PROPN
cana-2665	274	7	,	,	PUNCT
cana-2665	274	8	”	"	PUNCT
cana-2665	274	9	perovskite	perovskite	ADJ
cana-2665	274	10	solar	solar	ADJ
cana-2665	274	11	cells	cell	NOUN
cana-2665	274	12	:	:	PUNCT
cana-2665	274	13	an	an	DET
cana-2665	274	14	emerging	emerge	VERB
cana-2665	274	15	photovoltaic	photovoltaic	NOUN
cana-2665	274	16	technology	technology	NOUN
cana-2665	274	17	,	,	PUNCT
cana-2665	274	18	”	"	PUNCT
cana-2665	274	19	materials	material	NOUN
cana-2665	274	20	today	today	NOUN
cana-2665	274	21	,	,	PUNCT
cana-2665	274	22	vol	vol	NOUN
cana-2665	274	23	.	.	PROPN
cana-2665	274	24	18	18	NUM
cana-2665	274	25	,	,	PUNCT
cana-2665	274	26	no	no	INTJ
cana-2665	274	27	.	.	NOUN
cana-2665	274	28	2	2	NUM
cana-2665	274	29	,	,	PUNCT
cana-2665	274	30	pp	pp	ADJ
cana-2665	274	31	.	.	PUNCT
cana-2665	275	1	65	65	NUM
cana-2665	275	2	–	–	PUNCT
cana-2665	275	3	72	72	NUM
cana-2665	275	4	,	,	PUNCT
cana-2665	275	5	mar	mar	PROPN
cana-2665	275	6	.	.	PROPN
cana-2665	275	7	2015	2015	NUM
cana-2665	275	8	.	.	PUNCT
cana-2665	276	1	doi	doi	NOUN
cana-2665	276	2	:	:	PUNCT
cana-2665	276	3	10.1016	10.1016	NUM
cana-2665	276	4	/	/	SYM
cana-2665	276	5	j.mattod.2014.07.007	j.mattod.2014.07.007	NOUN
cana-2665	276	6	.	.	PUNCT
cana-2665	277	1	[	[	X
cana-2665	277	2	13	13	NUM
cana-2665	277	3	]	]	PUNCT
cana-2665	277	4	a.	a.	NOUN
cana-2665	277	5	babayigit	babayigit	PROPN
cana-2665	277	6	,	,	PUNCT
cana-2665	277	7	a.	a.	NOUN
cana-2665	277	8	ethirajan	ethirajan	NOUN
cana-2665	277	9	,	,	PUNCT
cana-2665	277	10	m.	m.	NOUN
cana-2665	277	11	muller	muller	NOUN
cana-2665	277	12	,	,	PUNCT
cana-2665	277	13	and	and	CCONJ
cana-2665	277	14	b.	b.	PROPN
cana-2665	277	15	conings	coning	NOUN
cana-2665	277	16	,	,	PUNCT
cana-2665	277	17	”	"	PUNCT
cana-2665	277	18	toxicity	toxicity	NOUN
cana-2665	277	19	of	of	ADP
cana-2665	277	20	organometal	organometal	ADJ
cana-2665	277	21	halide	halide	NOUN
cana-2665	277	22	perovskite	perovskite	NOUN
cana-2665	277	23	solar	solar	ADJ
cana-2665	277	24	cells	cell	NOUN
cana-2665	277	25	,	,	PUNCT
cana-2665	277	26	”	"	PUNCT
cana-2665	277	27	nature	nature	NOUN
cana-2665	277	28	materials	material	NOUN
cana-2665	277	29	,	,	PUNCT
cana-2665	277	30	vol	vol	NOUN
cana-2665	277	31	.	.	PROPN
cana-2665	277	32	15	15	NUM
cana-2665	277	33	,	,	PUNCT
cana-2665	277	34	no	no	INTJ
cana-2665	277	35	.	.	NOUN
cana-2665	277	36	3	3	NUM
cana-2665	277	37	,	,	PUNCT
cana-2665	277	38	pp	pp	ADJ
cana-2665	277	39	.	.	PUNCT
cana-2665	278	1	247–251	247–251	NUM
cana-2665	278	2	,	,	PUNCT
cana-2665	278	3	mar	mar	PROPN
cana-2665	278	4	.	.	PROPN
cana-2665	278	5	2016	2016	NUM
cana-2665	278	6	.	.	PUNCT
cana-2665	279	1	doi	doi	NOUN
cana-2665	279	2	:	:	PUNCT
cana-2665	279	3	10.1038	10.1038	NUM
cana-2665	279	4	/	/	SYM
cana-2665	279	5	nmat4572	nmat4572	PROPN
cana-2665	279	6	.	.	PUNCT
cana-2665	280	1	[	[	X
cana-2665	280	2	14	14	NUM
cana-2665	280	3	]	]	PUNCT
cana-2665	281	1	z.	z.	PROPN
cana-2665	281	2	zhu	zhu	PROPN
cana-2665	281	3	,	,	PUNCT
cana-2665	281	4	"	"	PUNCT
cana-2665	281	5	efficient	efficient	ADJ
cana-2665	281	6	perovskite	perovskite	NOUN
cana-2665	281	7	solar	solar	ADJ
cana-2665	281	8	cells	cell	NOUN
cana-2665	281	9	via	via	ADP
cana-2665	281	10	improved	improve	VERB
cana-2665	281	11	charge	charge	NOUN
cana-2665	281	12	extraction	extraction	NOUN
cana-2665	281	13	,	,	PUNCT
cana-2665	281	14	"	"	PUNCT
cana-2665	281	15	nano	nano	NOUN
cana-2665	281	16	energy	energy	NOUN
cana-2665	281	17	,	,	PUNCT
cana-2665	281	18	vol	vol	NOUN
cana-2665	281	19	.	.	PROPN
cana-2665	281	20	22	22	NUM
cana-2665	281	21	,	,	PUNCT
cana-2665	281	22	pp	pp	ADJ
cana-2665	281	23	.	.	PUNCT
cana-2665	282	1	494–500	494–500	NUM
cana-2665	282	2	,	,	PUNCT
cana-2665	282	3	apr	apr	NOUN
cana-2665	282	4	.	.	PROPN
cana-2665	282	5	2016	2016	NUM
cana-2665	282	6	.	.	PUNCT
cana-2665	283	1	doi	doi	NOUN
cana-2665	283	2	:	:	PUNCT
cana-2665	283	3	10.1016	10.1016	NUM
cana-2665	283	4	/	/	SYM
cana-2665	283	5	j.nanoen.2016.02.022	j.nanoen.2016.02.022	NOUN
cana-2665	283	6	.	.	PUNCT
cana-2665	284	1	[	[	X
cana-2665	284	2	15	15	NUM
cana-2665	284	3	]	]	X
cana-2665	284	4	y.	y.	PROPN
cana-2665	284	5	zhao	zhao	PROPN
cana-2665	284	6	and	and	CCONJ
cana-2665	284	7	k.	k.	PROPN
cana-2665	284	8	zhu	zhu	PROPN
cana-2665	284	9	,	,	PUNCT
cana-2665	284	10	"	"	PUNCT
cana-2665	284	11	organic	organic	ADJ
cana-2665	284	12	–	–	PUNCT
cana-2665	284	13	inorganic	inorganic	ADJ
cana-2665	284	14	hybrid	hybrid	ADJ
cana-2665	284	15	lead	lead	NOUN
cana-2665	284	16	halide	halide	NOUN
cana-2665	284	17	perovskites	perovskite	NOUN
cana-2665	284	18	for	for	ADP
cana-2665	284	19	optoelectronic	optoelectronic	ADJ
cana-2665	284	20	and	and	CCONJ
cana-2665	284	21	electronic	electronic	ADJ
cana-2665	284	22	applications	application	NOUN
cana-2665	284	23	,	,	PUNCT
cana-2665	284	24	"	"	PUNCT
cana-2665	284	25	chem	chem	NOUN
cana-2665	284	26	.	.	PUNCT
cana-2665	285	1	soc	soc	PROPN
cana-2665	285	2	.	.	PUNCT
cana-2665	286	1	rev	rev	PROPN
cana-2665	286	2	.	.	PROPN
cana-2665	286	3	,	,	PUNCT
cana-2665	286	4	vol	vol	NOUN
cana-2665	286	5	.	.	PROPN
cana-2665	287	1	45	45	NUM
cana-2665	287	2	,	,	PUNCT
cana-2665	287	3	no	no	INTJ
cana-2665	287	4	.	.	NOUN
cana-2665	287	5	3	3	NUM
cana-2665	287	6	,	,	PUNCT
cana-2665	287	7	pp	pp	ADJ
cana-2665	287	8	.	.	PUNCT
cana-2665	288	1	655–689	655–689	NUM
cana-2665	288	2	,	,	PUNCT
cana-2665	288	3	2016	2016	NUM
cana-2665	288	4	.	.	PUNCT
cana-2665	289	1	doi	doi	NOUN
cana-2665	289	2	:	:	PUNCT
cana-2665	289	3	10.1039	10.1039	NUM
cana-2665	289	4	/	/	SYM
cana-2665	289	5	c4cs00458b	c4cs00458b	PROPN
cana-2665	289	6	.	.	PUNCT
cana-2665	290	1	[	[	X
cana-2665	290	2	16	16	NUM
cana-2665	290	3	]	]	X
cana-2665	290	4	c.	c.	PROPN
cana-2665	290	5	c.	c.	PROPN
cana-2665	290	6	stoumpos	stoumpos	PROPN
cana-2665	290	7	and	and	CCONJ
cana-2665	290	8	m.	m.	NOUN
cana-2665	290	9	g.	g.	PROPN
cana-2665	290	10	kanatzidis	kanatzidis	PROPN
cana-2665	290	11	,	,	PUNCT
cana-2665	290	12	"	"	PUNCT
cana-2665	290	13	the	the	DET
cana-2665	290	14	renaissance	renaissance	NOUN
cana-2665	290	15	of	of	ADP
cana-2665	290	16	halide	halide	NOUN
cana-2665	290	17	perovskites	perovskite	NOUN
cana-2665	290	18	and	and	CCONJ
cana-2665	290	19	their	their	PRON
cana-2665	290	20	evolution	evolution	NOUN
cana-2665	290	21	as	as	ADP
cana-2665	290	22	emerging	emerge	VERB
cana-2665	290	23	semiconductors	semiconductor	NOUN
cana-2665	290	24	,	,	PUNCT
cana-2665	290	25	"	"	PUNCT
cana-2665	290	26	acc	acc	PROPN
cana-2665	290	27	.	.	PROPN
cana-2665	290	28	chem	chem	PROPN
cana-2665	290	29	.	.	PUNCT
cana-2665	291	1	res	re	NOUN
cana-2665	291	2	.	.	PROPN
cana-2665	291	3	,	,	PUNCT
cana-2665	291	4	vol	vol	NOUN
cana-2665	291	5	.	.	PROPN
cana-2665	292	1	48	48	NUM
cana-2665	292	2	,	,	PUNCT
cana-2665	292	3	no	no	INTJ
cana-2665	292	4	.	.	NOUN
cana-2665	292	5	10	10	NUM
cana-2665	292	6	,	,	PUNCT
cana-2665	292	7	pp	pp	ADJ
cana-2665	292	8	.	.	PUNCT
cana-2665	293	1	2791–2802	2791–2802	NUM
cana-2665	293	2	,	,	PUNCT
cana-2665	293	3	oct	oct	PROPN
cana-2665	293	4	.	.	PROPN
cana-2665	293	5	2015	2015	NUM
cana-2665	293	6	.	.	PUNCT
cana-2665	294	1	doi	doi	NOUN
cana-2665	294	2	:	:	PUNCT
cana-2665	294	3	10.1021	10.1021	NUM
cana-2665	294	4	/	/	SYM
cana-2665	294	5	acs.accounts.5b00229	acs.accounts.5b00229	NOUN
cana-2665	294	6	.	.	PUNCT
cana-2665	295	1	[	[	X
cana-2665	295	2	17	17	NUM
cana-2665	295	3	]	]	X
cana-2665	295	4	y.	y.	PROPN
cana-2665	295	5	rong	rong	PROPN
cana-2665	295	6	,	,	PUNCT
cana-2665	295	7	y.	y.	PROPN
cana-2665	295	8	hu	hu	PROPN
cana-2665	295	9	,	,	PUNCT
cana-2665	295	10	a.	a.	PROPN
cana-2665	295	11	mei	mei	PROPN
cana-2665	295	12	,	,	PUNCT
cana-2665	295	13	et	et	PROPN
cana-2665	295	14	al	al	PROPN
cana-2665	295	15	.	.	PROPN
cana-2665	295	16	,	,	PUNCT
cana-2665	295	17	"	"	PUNCT
cana-2665	295	18	challenges	challenge	NOUN
cana-2665	295	19	for	for	ADP
cana-2665	295	20	commercializing	commercialize	VERB
cana-2665	295	21	perovskite	perovskite	ADJ
cana-2665	295	22	solar	solar	ADJ
cana-2665	295	23	cells	cell	NOUN
cana-2665	295	24	,	,	PUNCT
cana-2665	295	25	"	"	PUNCT
cana-2665	295	26	science	science	NOUN
cana-2665	295	27	,	,	PUNCT
cana-2665	295	28	vol	vol	NOUN
cana-2665	295	29	.	.	PROPN
cana-2665	295	30	361	361	NUM
cana-2665	295	31	,	,	PUNCT
cana-2665	295	32	no	no	INTJ
cana-2665	295	33	.	.	NOUN
cana-2665	295	34	6408	6408	NUM
cana-2665	295	35	,	,	PUNCT
cana-2665	295	36	p.	p.	NOUN
cana-2665	295	37	eaat8235	eaat8235	PROPN
cana-2665	295	38	,	,	PUNCT
cana-2665	295	39	aug	aug	PROPN
cana-2665	295	40	.	.	PROPN
cana-2665	295	41	2018	2018	NUM
cana-2665	295	42	.	.	PUNCT
cana-2665	296	1	doi	doi	NOUN
cana-2665	296	2	:	:	PUNCT
cana-2665	296	3	10.1126	10.1126	NUM
cana-2665	296	4	/	/	SYM
cana-2665	296	5	science.aat8235	science.aat8235	PROPN
cana-2665	296	6	.	.	PUNCT
cana-2665	297	1	[	[	X
cana-2665	297	2	18	18	NUM
cana-2665	297	3	]	]	X
cana-2665	297	4	d.	d.	PROPN
cana-2665	297	5	zhao	zhao	PROPN
cana-2665	297	6	,	,	PUNCT
cana-2665	297	7	c.	c.	PROPN
cana-2665	297	8	chen	chen	PROPN
cana-2665	297	9	,	,	PUNCT
cana-2665	297	10	q.	q.	PROPN
cana-2665	297	11	wang	wang	PROPN
cana-2665	297	12	,	,	PUNCT
cana-2665	297	13	et	et	PROPN
cana-2665	297	14	al	al	PROPN
cana-2665	297	15	.	.	PROPN
cana-2665	297	16	,	,	PUNCT
cana-2665	297	17	"	"	PUNCT
cana-2665	297	18	efficient	efficient	ADJ
cana-2665	297	19	two	two	NUM
cana-2665	297	20	-	-	PUNCT
cana-2665	297	21	terminal	terminal	ADJ
cana-2665	297	22	all	all	DET
cana-2665	297	23	-	-	PUNCT
cana-2665	297	24	perovskite	perovskite	NOUN
cana-2665	297	25	tandem	tandem	NOUN
cana-2665	297	26	solar	solar	ADJ
cana-2665	297	27	cells	cell	NOUN
cana-2665	297	28	enabled	enable	VERB
cana-2665	297	29	by	by	ADP
cana-2665	297	30	high	high	ADJ
cana-2665	297	31	-	-	PUNCT
cana-2665	297	32	quality	quality	NOUN
cana-2665	297	33	low	low	ADJ
cana-2665	297	34	-	-	PUNCT
cana-2665	297	35	bandgap	bandgap	NOUN
cana-2665	297	36	absorber	absorber	NOUN
cana-2665	297	37	layers	layer	NOUN
cana-2665	297	38	,	,	PUNCT
cana-2665	297	39	"	"	PUNCT
cana-2665	297	40	nature	nature	NOUN
cana-2665	297	41	energy	energy	NOUN
cana-2665	297	42	,	,	PUNCT
cana-2665	297	43	vol	vol	NOUN
cana-2665	297	44	.	.	PROPN
cana-2665	298	1	3	3	NUM
cana-2665	298	2	,	,	PUNCT
cana-2665	298	3	no	no	INTJ
cana-2665	298	4	.	.	NOUN
cana-2665	298	5	12	12	NUM
cana-2665	298	6	,	,	PUNCT
cana-2665	298	7	pp	pp	ADJ
cana-2665	298	8	.	.	PUNCT
cana-2665	299	1	1093–1100	1093–1100	NUM
cana-2665	299	2	,	,	PUNCT
cana-2665	299	3	dec	dec	PROPN
cana-2665	299	4	.	.	PROPN
cana-2665	299	5	2018	2018	NUM
cana-2665	299	6	.	.	PUNCT
cana-2665	300	1	doi	doi	NOUN
cana-2665	300	2	:	:	PUNCT
cana-2665	300	3	10.1038	10.1038	NUM
cana-2665	300	4	/	/	SYM
cana-2665	300	5	s41560018	s41560018	PROPN
cana-2665	300	6	-	-	PUNCT
cana-2665	300	7	0250	0250	NUM
cana-2665	300	8	-	-	SYM
cana-2665	300	9	3	3	NUM
cana-2665	300	10	.	.	PUNCT
cana-2665	301	1	[	[	X
cana-2665	301	2	19	19	NUM
cana-2665	301	3	]	]	PUNCT
cana-2665	301	4	m.	m.	NOUN
cana-2665	301	5	grätzel	grätzel	NOUN
cana-2665	301	6	,	,	PUNCT
cana-2665	301	7	"	"	PUNCT
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cana-2665	301	10	and	and	CCONJ
cana-2665	301	11	shade	shade	NOUN
cana-2665	301	12	of	of	ADP
cana-2665	301	13	perovskite	perovskite	ADJ
cana-2665	301	14	solar	solar	ADJ
cana-2665	301	15	cells	cell	NOUN
cana-2665	301	16	,	,	PUNCT
cana-2665	301	17	"	"	PUNCT
cana-2665	301	18	nature	nature	NOUN
cana-2665	301	19	materials	material	NOUN
cana-2665	301	20	,	,	PUNCT
cana-2665	301	21	vol	vol	NOUN
cana-2665	301	22	.	.	PROPN
cana-2665	301	23	13	13	NUM
cana-2665	301	24	,	,	PUNCT
cana-2665	301	25	no	no	INTJ
cana-2665	301	26	.	.	NOUN
cana-2665	301	27	9	9	NUM
cana-2665	301	28	,	,	PUNCT
cana-2665	301	29	pp	pp	ADJ
cana-2665	301	30	.	.	PUNCT
cana-2665	302	1	838–842	838–842	NUM
cana-2665	302	2	,	,	PUNCT
cana-2665	302	3	sept	sept	PROPN
cana-2665	302	4	.	.	PROPN
cana-2665	302	5	2014	2014	NUM
cana-2665	302	6	.	.	PUNCT
cana-2665	303	1	doi	doi	NOUN
cana-2665	303	2	:	:	PUNCT
cana-2665	303	3	10.1038	10.1038	NUM
cana-2665	303	4	/	/	SYM
cana-2665	303	5	nmat4065	nmat4065	PROPN
cana-2665	303	6	.	.	PUNCT
cana-2665	304	1	[	[	X
cana-2665	304	2	20	20	NUM
cana-2665	304	3	]	]	PUNCT
cana-2665	304	4	t.	t.	PROPN
cana-2665	304	5	c.	c.	PROPN
cana-2665	304	6	sum	sum	PROPN
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cana-2665	304	8	n.	n.	PROPN
cana-2665	304	9	mathews	mathews	PROPN
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cana-2665	304	11	"	"	PUNCT
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cana-2665	304	14	photovoltaics	photovoltaic	NOUN
cana-2665	304	15	and	and	CCONJ
cana-2665	304	16	optoelectronics	optoelectronic	NOUN
cana-2665	304	17	:	:	PUNCT
cana-2665	304	18	the	the	DET
cana-2665	304	19	role	role	NOUN
cana-2665	304	20	of	of	ADP
cana-2665	304	21	multicarrier	multicarrier	NOUN
cana-2665	304	22	interactions	interaction	NOUN
cana-2665	304	23	,	,	PUNCT
cana-2665	304	24	"	"	PUNCT
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cana-2665	304	26	environ	environ	NOUN
cana-2665	304	27	.	.	PUNCT
cana-2665	305	1	sci	sci	PROPN
cana-2665	305	2	.	.	PROPN
cana-2665	305	3	,	,	PUNCT
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cana-2665	305	5	.	.	PROPN
cana-2665	305	6	7	7	NUM
cana-2665	305	7	,	,	PUNCT
cana-2665	305	8	no	no	INTJ
cana-2665	305	9	.	.	NOUN
cana-2665	305	10	8	8	NUM
cana-2665	305	11	,	,	PUNCT
cana-2665	305	12	pp	pp	ADJ
cana-2665	305	13	.	.	PUNCT
cana-2665	306	1	2518–2534	2518–2534	NUM
cana-2665	306	2	,	,	PUNCT
cana-2665	306	3	2014	2014	NUM
cana-2665	306	4	.	.	PUNCT
cana-2665	307	1	doi	doi	NOUN
cana-2665	307	2	:	:	PUNCT
cana-2665	307	3	10.1039	10.1039	NUM
cana-2665	307	4	/	/	SYM
cana-2665	307	5	c4ee00673a	c4ee00673a	PROPN
cana-2665	307	6	.	.	PUNCT
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cana-2665	308	4	nonlinear	nonlinear	ADJ
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cana-2665	308	6	issn	issn	NOUN
cana-2665	308	7	:	:	PUNCT
cana-2665	308	8	1074	1074	NUM
cana-2665	308	9	-	-	PUNCT
cana-2665	308	10	133x	133x	NUM
cana-2665	308	11	vol	vol	NOUN
cana-2665	308	12	32	32	NUM
cana-2665	308	13	no	no	NOUN
cana-2665	308	14	.	.	PUNCT
cana-2665	309	1	3s	3s	NUM
cana-2665	309	2	(	(	PUNCT
cana-2665	309	3	2025	2025	NUM
cana-2665	309	4	)	)	PUNCT
cana-2665	309	5	437	437	NUM
cana-2665	309	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	310	1	[	[	X
cana-2665	310	2	21	21	NUM
cana-2665	310	3	]	]	X
cana-2665	310	4	j.	j.	PROPN
cana-2665	310	5	t.	t.	PROPN
cana-2665	310	6	bloking	bloking	PROPN
cana-2665	310	7	,	,	PUNCT
cana-2665	310	8	l.	l.	PROPN
cana-2665	310	9	b.	b.	PROPN
cana-2665	310	10	hoke	hoke	PROPN
cana-2665	310	11	,	,	PUNCT
cana-2665	310	12	a.	a.	PROPN
cana-2665	310	13	b.	b.	PROPN
cana-2665	310	14	y.	y.	PROPN
cana-2665	310	15	jin	jin	PROPN
cana-2665	310	16	,	,	PUNCT
cana-2665	310	17	et	et	PROPN
cana-2665	310	18	al	al	PROPN
cana-2665	310	19	.	.	PROPN
cana-2665	310	20	,	,	PUNCT
cana-2665	310	21	"	"	PUNCT
cana-2665	310	22	transitioning	transition	VERB
cana-2665	310	23	from	from	ADP
cana-2665	310	24	lab	lab	NOUN
cana-2665	310	25	to	to	ADP
cana-2665	310	26	market	market	NOUN
cana-2665	310	27	:	:	PUNCT
cana-2665	310	28	current	current	ADJ
cana-2665	310	29	trends	trend	NOUN
cana-2665	310	30	and	and	CCONJ
cana-2665	310	31	challenges	challenge	NOUN
cana-2665	310	32	in	in	ADP
cana-2665	310	33	perovskite	perovskite	ADJ
cana-2665	310	34	solar	solar	ADJ
cana-2665	310	35	cell	cell	NOUN
cana-2665	310	36	scaling	scaling	NOUN
cana-2665	310	37	,	,	PUNCT
cana-2665	310	38	"	"	PUNCT
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cana-2665	310	40	energy	energy	NOUN
cana-2665	310	41	materials	material	NOUN
cana-2665	310	42	,	,	PUNCT
cana-2665	310	43	vol	vol	NOUN
cana-2665	310	44	.	.	PROPN
cana-2665	311	1	7	7	NUM
cana-2665	311	2	,	,	PUNCT
cana-2665	311	3	no	no	INTJ
cana-2665	311	4	.	.	NOUN
cana-2665	311	5	14	14	NUM
cana-2665	311	6	,	,	PUNCT
cana-2665	311	7	p.	p.	NOUN
cana-2665	311	8	1700275	1700275	NUM
cana-2665	311	9	,	,	PUNCT
cana-2665	311	10	jul	jul	PROPN
cana-2665	311	11	.	.	PROPN
cana-2665	311	12	2017	2017	NUM
cana-2665	311	13	.	.	PUNCT
cana-2665	312	1	doi	doi	NOUN
cana-2665	312	2	:	:	PUNCT
cana-2665	312	3	10.1002	10.1002	NUM
cana-2665	312	4	/	/	SYM
cana-2665	312	5	aenm.201700275	aenm.201700275	PROPN
cana-2665	312	6	.	.	PUNCT
cana-2665	313	1	[	[	X
cana-2665	313	2	22	22	NUM
cana-2665	313	3	]	]	PUNCT
cana-2665	313	4	t.	t.	PROPN
cana-2665	313	5	leijtens	leijtens	PROPN
cana-2665	313	6	,	,	PUNCT
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cana-2665	313	35	,	,	PUNCT
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cana-2665	313	47	,	,	PUNCT
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cana-2665	313	51	.	.	PUNCT
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cana-2665	314	2	:	:	PUNCT
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cana-2665	314	4	/	/	SYM
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cana-2665	314	6	.	.	PUNCT
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cana-2665	315	2	23	23	NUM
cana-2665	315	3	]	]	PUNCT
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cana-2665	315	40	,	,	PUNCT
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cana-2665	315	44	.	.	PUNCT
cana-2665	316	1	doi	doi	NOUN
cana-2665	316	2	:	:	PUNCT
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cana-2665	318	8	.	.	PUNCT
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cana-2665	320	6	.	.	PUNCT
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cana-2665	332	4	.	.	PROPN
cana-2665	332	5	2020	2020	NUM
cana-2665	332	6	.	.	PUNCT
cana-2665	333	1	doi	doi	NOUN
cana-2665	333	2	:	:	PUNCT
cana-2665	333	3	10.1038	10.1038	NUM
cana-2665	333	4	/	/	SYM
cana-2665	333	5	s41578	s41578	NOUN
cana-2665	333	6	-	-	PUNCT
cana-2665	333	7	019	019	NUM
cana-2665	333	8	-	-	PUNCT
cana-2665	333	9	0141	0141	NUM
cana-2665	333	10	-	-	SYM
cana-2665	333	11	0	0	NUM
cana-2665	333	12	.	.	PUNCT
cana-2665	334	1	[	[	X
cana-2665	334	2	30	30	NUM
cana-2665	334	3	]	]	PUNCT
cana-2665	334	4	j.	j.	PROPN
cana-2665	334	5	y.	y.	PROPN
cana-2665	334	6	kim	kim	PROPN
cana-2665	334	7	,	,	PUNCT
cana-2665	334	8	j.-w	j.-w	PROPN
cana-2665	334	9	.	.	PUNCT
cana-2665	335	1	lee	lee	PROPN
cana-2665	335	2	,	,	PUNCT
cana-2665	335	3	h.	h.	PROPN
cana-2665	335	4	s.	s.	PROPN
cana-2665	335	5	jung	jung	PROPN
cana-2665	335	6	,	,	PUNCT
cana-2665	335	7	et	et	PROPN
cana-2665	335	8	al	al	PROPN
cana-2665	335	9	.	.	PROPN
cana-2665	335	10	,	,	PUNCT
cana-2665	335	11	"	"	PUNCT
cana-2665	335	12	high	high	ADJ
cana-2665	335	13	-	-	PUNCT
cana-2665	335	14	efficiency	efficiency	NOUN
cana-2665	335	15	perovskite	perovskite	NOUN
cana-2665	335	16	solar	solar	ADJ
cana-2665	335	17	cells	cell	NOUN
cana-2665	335	18	,	,	PUNCT
cana-2665	335	19	"	"	PUNCT
cana-2665	335	20	nature	nature	NOUN
cana-2665	335	21	reviews	review	VERB
cana-2665	335	22	materials	material	NOUN
cana-2665	335	23	,	,	PUNCT
cana-2665	335	24	vol	vol	NOUN
cana-2665	335	25	.	.	PROPN
cana-2665	335	26	1	1	NUM
cana-2665	335	27	,	,	PUNCT
cana-2665	335	28	no	no	INTJ
cana-2665	335	29	.	.	NOUN
cana-2665	335	30	4	4	NUM
cana-2665	335	31	,	,	PUNCT
cana-2665	335	32	p.	p.	NOUN
cana-2665	335	33	16048	16048	NUM
cana-2665	335	34	,	,	PUNCT
cana-2665	335	35	nov	nov	PROPN
cana-2665	335	36	.	.	PROPN
cana-2665	335	37	2016	2016	NUM
cana-2665	335	38	.	.	PUNCT
cana-2665	336	1	doi	doi	NOUN
cana-2665	336	2	:	:	PUNCT
cana-2665	336	3	10.1038	10.1038	NUM
cana-2665	336	4	/	/	SYM
cana-2665	336	5	natrevmats.2016.48	natrevmats.2016.48	NOUN
cana-2665	336	6	.	.	PUNCT
cana-2665	337	1	[	[	X
cana-2665	337	2	31	31	NUM
cana-2665	337	3	]	]	PUNCT
cana-2665	337	4	q.	q.	PROPN
cana-2665	337	5	jiang	jiang	PROPN
cana-2665	337	6	,	,	PUNCT
cana-2665	337	7	y.	y.	PROPN
cana-2665	337	8	zhao	zhao	PROPN
cana-2665	337	9	,	,	PUNCT
cana-2665	337	10	x.	x.	PROPN
cana-2665	337	11	zhang	zhang	PROPN
cana-2665	337	12	,	,	PUNCT
cana-2665	337	13	et	et	PROPN
cana-2665	337	14	al	al	PROPN
cana-2665	337	15	.	.	PROPN
cana-2665	337	16	,	,	PUNCT
cana-2665	337	17	"	"	PUNCT
cana-2665	337	18	surface	surface	NOUN
cana-2665	337	19	passivation	passivation	NOUN
cana-2665	337	20	of	of	ADP
cana-2665	337	21	perovskite	perovskite	ADJ
cana-2665	337	22	film	film	NOUN
cana-2665	337	23	for	for	ADP
cana-2665	337	24	efficient	efficient	ADJ
cana-2665	337	25	solar	solar	ADJ
cana-2665	337	26	cells	cell	NOUN
cana-2665	337	27	,	,	PUNCT
cana-2665	337	28	"	"	PUNCT
cana-2665	337	29	nature	nature	NOUN
cana-2665	337	30	photonics	photonic	NOUN
cana-2665	337	31	,	,	PUNCT
cana-2665	337	32	vol	vol	NOUN
cana-2665	337	33	.	.	PROPN
cana-2665	337	34	13	13	NUM
cana-2665	337	35	,	,	PUNCT
cana-2665	337	36	no	no	INTJ
cana-2665	337	37	.	.	NOUN
cana-2665	337	38	7	7	NUM
cana-2665	337	39	,	,	PUNCT
cana-2665	337	40	pp	pp	ADJ
cana-2665	337	41	.	.	PUNCT
cana-2665	338	1	460–466	460–466	NUM
cana-2665	338	2	,	,	PUNCT
cana-2665	338	3	july	july	PROPN
cana-2665	338	4	2019	2019	NUM
cana-2665	338	5	.	.	PUNCT
cana-2665	339	1	doi	doi	NOUN
cana-2665	339	2	:	:	PUNCT
cana-2665	339	3	10.1038	10.1038	NUM
cana-2665	339	4	/	/	SYM
cana-2665	339	5	s41566	s41566	NOUN
cana-2665	339	6	-	-	PUNCT
cana-2665	339	7	019	019	NUM
cana-2665	339	8	-	-	PUNCT
cana-2665	339	9	0398	0398	NUM
cana-2665	339	10	-	-	SYM
cana-2665	339	11	2	2	NUM
cana-2665	339	12	.	.	PUNCT
cana-2665	340	1	author	author	NOUN
cana-2665	340	2	contributions	contribution	NOUN
cana-2665	340	3	:	:	PUNCT
cana-2665	340	4	this	this	DET
cana-2665	340	5	work	work	NOUN
cana-2665	340	6	was	be	AUX
cana-2665	340	7	primarily	primarily	ADV
cana-2665	340	8	conducted	conduct	VERB
cana-2665	340	9	by	by	ADP
cana-2665	340	10	naeema	naeema	NOUN
cana-2665	340	11	nazar	nazar	PROPN
cana-2665	340	12	,	,	PUNCT
cana-2665	340	13	the	the	DET
cana-2665	340	14	main	main	ADJ
cana-2665	340	15	author	author	NOUN
cana-2665	340	16	,	,	PUNCT
cana-2665	340	17	who	who	PRON
cana-2665	340	18	was	be	AUX
cana-2665	340	19	responsible	responsible	ADJ
cana-2665	340	20	for	for	ADP
cana-2665	340	21	conceptualization	conceptualization	NOUN
cana-2665	340	22	,	,	PUNCT
cana-2665	340	23	investigation	investigation	NOUN
cana-2665	340	24	,	,	PUNCT
cana-2665	340	25	data	datum	NOUN
cana-2665	340	26	analysis	analysis	NOUN
cana-2665	340	27	,	,	PUNCT
cana-2665	340	28	supervision	supervision	NOUN
cana-2665	340	29	,	,	PUNCT
cana-2665	340	30	writing	writing	NOUN
cana-2665	340	31	,	,	PUNCT
cana-2665	340	32	and	and	CCONJ
cana-2665	340	33	preparation	preparation	NOUN
cana-2665	340	34	of	of	ADP
cana-2665	340	35	the	the	DET
cana-2665	340	36	original	original	ADJ
cana-2665	340	37	draft	draft	NOUN
cana-2665	340	38	.	.	PUNCT
cana-2665	341	1	mohamed	mohamed	PROPN
cana-2665	341	2	kallel	kallel	PROPN
cana-2665	341	3	contributed	contribute	VERB
cana-2665	341	4	to	to	ADP
cana-2665	341	5	investigation	investigation	NOUN
cana-2665	341	6	,	,	PUNCT
cana-2665	341	7	conceptualization	conceptualization	NOUN
cana-2665	341	8	,	,	PUNCT
cana-2665	341	9	data	datum	NOUN
cana-2665	341	10	analysis	analysis	NOUN
cana-2665	341	11	,	,	PUNCT
cana-2665	341	12	and	and	CCONJ
cana-2665	341	13	writing	writing	NOUN
cana-2665	341	14	.	.	PUNCT
cana-2665	342	1	rahma	rahma	PROPN
cana-2665	342	2	sellami	sellami	PROPN
cana-2665	342	3	provided	provide	VERB
cana-2665	342	4	funding	funding	NOUN
cana-2665	342	5	support	support	NOUN
cana-2665	342	6	,	,	PUNCT
cana-2665	342	7	and	and	CCONJ
cana-2665	342	8	abdelhalim	abdelhalim	PROPN
cana-2665	342	9	hasnaoui	hasnaoui	PROPN
cana-2665	342	10	supervised	supervise	VERB
cana-2665	342	11	the	the	DET
cana-2665	342	12	work	work	NOUN
cana-2665	342	13	.	.	PUNCT
cana-2665	343	1	communications	communication	NOUN
cana-2665	343	2	on	on	ADP
cana-2665	343	3	applied	apply	VERB
cana-2665	343	4	nonlinear	nonlinear	ADJ
cana-2665	343	5	analysis	analysis	NOUN
cana-2665	343	6	issn	issn	NOUN
cana-2665	343	7	:	:	PUNCT
cana-2665	343	8	1074	1074	NUM
cana-2665	343	9	-	-	PUNCT
cana-2665	343	10	133x	133x	NUM
cana-2665	343	11	vol	vol	NOUN
cana-2665	343	12	32	32	NUM
cana-2665	343	13	no	no	NOUN
cana-2665	343	14	.	.	PUNCT
cana-2665	344	1	3s	3s	NUM
cana-2665	344	2	(	(	PUNCT
cana-2665	344	3	2025	2025	NUM
cana-2665	344	4	)	)	PUNCT
cana-2665	344	5	438	438	NUM
cana-2665	344	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2665	344	7	biographies	biography	NOUN
cana-2665	344	8	of	of	ADP
cana-2665	344	9	authors	author	NOUN
cana-2665	344	10	naeema	naeema	VERB
cana-2665	344	11	nazar	nazar	PROPN
cana-2665	344	12	is	be	AUX
cana-2665	344	13	a	a	DET
cana-2665	344	14	dynamic	dynamic	ADJ
cana-2665	344	15	academic	academic	NOUN
cana-2665	344	16	and	and	CCONJ
cana-2665	344	17	professional	professional	ADJ
cana-2665	344	18	in	in	ADP
cana-2665	344	19	electronics	electronic	NOUN
cana-2665	344	20	and	and	CCONJ
cana-2665	344	21	communication	communication	NOUN
cana-2665	344	22	engineering	engineering	NOUN
cana-2665	344	23	,	,	PUNCT
cana-2665	344	24	currently	currently	ADV
cana-2665	344	25	an	an	DET
cana-2665	344	26	assistant	assistant	ADJ
cana-2665	344	27	professor	professor	NOUN
cana-2665	344	28	at	at	ADP
cana-2665	344	29	visat	visat	PROPN
cana-2665	344	30	engineering	engineering	PROPN
cana-2665	344	31	college	college	PROPN
cana-2665	344	32	and	and	CCONJ
cana-2665	344	33	the	the	DET
cana-2665	344	34	global	global	ADJ
cana-2665	344	35	strategy	strategy	PROPN
cana-2665	344	36	representative	representative	NOUN
cana-2665	344	37	of	of	ADP
cana-2665	344	38	india	india	PROPN
cana-2665	344	39	for	for	ADP
cana-2665	344	40	the	the	DET
cana-2665	344	41	ieee	ieee	PROPN
cana-2665	344	42	photonics	photonics	PROPN
cana-2665	344	43	society	society	PROPN
cana-2665	344	44	,	,	PUNCT
cana-2665	344	45	usa	usa	PROPN
cana-2665	344	46	.	.	PROPN
cana-2665	345	1	a	a	DET
cana-2665	345	2	distinguished	distinguished	ADJ
cana-2665	345	3	ieee	ieee	NOUN
cana-2665	345	4	advocate	advocate	NOUN
cana-2665	345	5	,	,	PUNCT
cana-2665	345	6	she	she	PRON
cana-2665	345	7	serves	serve	VERB
cana-2665	345	8	as	as	ADP
cana-2665	345	9	the	the	DET
cana-2665	345	10	ieee	ieee	NOUN
cana-2665	345	11	student	student	NOUN
cana-2665	345	12	branch	branch	NOUN
cana-2665	345	13	counselor	counselor	NOUN
cana-2665	345	14	at	at	ADP
cana-2665	345	15	visat	visat	PROPN
cana-2665	345	16	and	and	CCONJ
cana-2665	345	17	has	have	AUX
cana-2665	345	18	held	hold	VERB
cana-2665	345	19	prestigious	prestigious	ADJ
cana-2665	345	20	roles	role	NOUN
cana-2665	345	21	as	as	ADP
cana-2665	345	22	an	an	DET
cana-2665	345	23	ieee	ieee	NOUN
cana-2665	345	24	ambassador	ambassador	NOUN
cana-2665	345	25	for	for	ADP
cana-2665	345	26	ieee	ieee	NOUN
cana-2665	345	27	day	day	NOUN
cana-2665	345	28	2024	2024	NUM
cana-2665	345	29	and	and	CCONJ
cana-2665	345	30	ieee	ieee	NOUN
cana-2665	345	31	women	woman	NOUN
cana-2665	345	32	in	in	ADP
cana-2665	345	33	engineering	engineering	NOUN
cana-2665	345	34	day	day	NOUN
cana-2665	345	35	2024	2024	NUM
cana-2665	345	36	.	.	PUNCT
cana-2665	346	1	ms	ms	PROPN
cana-2665	346	2	.	.	PROPN
cana-2665	346	3	naeema	naeema	PROPN
cana-2665	346	4	earned	earn	VERB
cana-2665	346	5	her	she	PRON
cana-2665	346	6	b.tech	b.tech	NOUN
cana-2665	346	7	in	in	ADP
cana-2665	346	8	electronics	electronic	NOUN
cana-2665	346	9	and	and	CCONJ
cana-2665	346	10	communication	communication	NOUN
cana-2665	346	11	engineering	engineering	NOUN
cana-2665	346	12	from	from	ADP
cana-2665	346	13	kmea	kmea	ADJ
cana-2665	346	14	engineering	engineering	PROPN
cana-2665	346	15	college	college	PROPN
cana-2665	346	16	(	(	PUNCT
cana-2665	346	17	ktu	ktu	PROPN
cana-2665	346	18	)	)	PUNCT
cana-2665	346	19	and	and	CCONJ
cana-2665	346	20	her	her	PRON
cana-2665	346	21	m.tech	m.tech	NOUN
cana-2665	346	22	in	in	ADP
cana-2665	346	23	wireless	wireless	ADJ
cana-2665	346	24	technology	technology	NOUN
cana-2665	346	25	from	from	ADP
cana-2665	346	26	toc	toc	PROPN
cana-2665	346	27	h	h	PROPN
cana-2665	346	28	institute	institute	PROPN
cana-2665	346	29	of	of	ADP
cana-2665	346	30	science	science	NOUN
cana-2665	346	31	and	and	CCONJ
cana-2665	346	32	technology	technology	NOUN
cana-2665	346	33	(	(	PUNCT
cana-2665	346	34	ktu	ktu	PROPN
cana-2665	346	35	)	)	PUNCT
cana-2665	346	36	.	.	PUNCT
cana-2665	347	1	her	her	PRON
cana-2665	347	2	research	research	NOUN
cana-2665	347	3	expertise	expertise	NOUN
cana-2665	347	4	includes	include	VERB
cana-2665	347	5	valuable	valuable	ADJ
cana-2665	347	6	contributions	contribution	NOUN
cana-2665	347	7	as	as	ADP
cana-2665	347	8	a	a	DET
cana-2665	347	9	project	project	NOUN
cana-2665	347	10	student	student	NOUN
cana-2665	347	11	at	at	ADP
cana-2665	347	12	the	the	DET
cana-2665	347	13	naval	naval	ADJ
cana-2665	347	14	physical	physical	ADJ
cana-2665	347	15	and	and	CCONJ
cana-2665	347	16	oceanographic	oceanographic	ADJ
cana-2665	347	17	laboratory	laboratory	NOUN
cana-2665	347	18	(	(	PUNCT
cana-2665	347	19	npol	npol	NOUN
cana-2665	347	20	)	)	PUNCT
cana-2665	347	21	,	,	PUNCT
cana-2665	347	22	drdo	drdo	PROPN
cana-2665	347	23	,	,	PUNCT
cana-2665	347	24	kochi	kochi	PROPN
cana-2665	347	25	.	.	PUNCT
cana-2665	348	1	beyond	beyond	ADP
cana-2665	348	2	academics	academic	NOUN
cana-2665	348	3	,	,	PUNCT
cana-2665	348	4	ms	ms	PROPN
cana-2665	348	5	.	.	PROPN
cana-2665	348	6	naeema	naeema	PROPN
cana-2665	348	7	is	be	AUX
cana-2665	348	8	a	a	DET
cana-2665	348	9	prolific	prolific	ADJ
cana-2665	348	10	contributor	contributor	NOUN
cana-2665	348	11	to	to	PART
cana-2665	348	12	ieee	ieee	NOUN
cana-2665	348	13	initiatives	initiative	NOUN
cana-2665	348	14	globally	globally	ADV
cana-2665	348	15	,	,	PUNCT
cana-2665	348	16	nationally	nationally	ADV
cana-2665	348	17	,	,	PUNCT
cana-2665	348	18	and	and	CCONJ
cana-2665	348	19	locally	locally	ADV
cana-2665	348	20	,	,	PUNCT
cana-2665	348	21	excelling	excel	VERB
cana-2665	348	22	as	as	ADP
cana-2665	348	23	an	an	DET
cana-2665	348	24	organizer	organizer	NOUN
cana-2665	348	25	,	,	PUNCT
cana-2665	348	26	volunteer	volunteer	NOUN
cana-2665	348	27	,	,	PUNCT
cana-2665	348	28	speaker	speaker	NOUN
cana-2665	348	29	,	,	PUNCT
cana-2665	348	30	and	and	CCONJ
cana-2665	348	31	resource	resource	NOUN
cana-2665	348	32	person	person	NOUN
cana-2665	348	33	.	.	PUNCT
cana-2665	349	1	at	at	ADP
cana-2665	349	2	visat	visat	PROPN
cana-2665	349	3	engineering	engineering	PROPN
cana-2665	349	4	college	college	NOUN
cana-2665	349	5	,	,	PUNCT
cana-2665	349	6	she	she	PRON
cana-2665	349	7	holds	hold	VERB
cana-2665	349	8	key	key	ADJ
cana-2665	349	9	roles	role	NOUN
cana-2665	349	10	as	as	ADP
cana-2665	349	11	the	the	DET
cana-2665	349	12	iedc	iedc	PROPN
cana-2665	349	13	and	and	CCONJ
cana-2665	349	14	nirf	nirf	VERB
cana-2665	349	15	nodal	nodal	NOUN
cana-2665	349	16	officer	officer	NOUN
cana-2665	349	17	and	and	CCONJ
cana-2665	349	18	research	research	NOUN
cana-2665	349	19	coordinator	coordinator	NOUN
cana-2665	349	20	,	,	PUNCT
cana-2665	349	21	reflecting	reflect	VERB
cana-2665	349	22	her	her	PRON
cana-2665	349	23	dedication	dedication	NOUN
cana-2665	349	24	to	to	ADP
cana-2665	349	25	academic	academic	ADJ
cana-2665	349	26	excellence	excellence	PROPN
cana-2665	349	27	and	and	CCONJ
cana-2665	349	28	institutional	institutional	ADJ
cana-2665	349	29	development	development	NOUN
cana-2665	349	30	.	.	PUNCT
cana-2665	350	1	she	she	PRON
cana-2665	350	2	has	have	AUX
cana-2665	350	3	published	publish	VERB
cana-2665	350	4	research	research	NOUN
cana-2665	350	5	in	in	ADP
cana-2665	350	6	leading	lead	VERB
cana-2665	350	7	journals	journal	NOUN
cana-2665	350	8	and	and	CCONJ
cana-2665	350	9	conferences	conference	NOUN
cana-2665	350	10	and	and	CCONJ
cana-2665	350	11	has	have	AUX
cana-2665	350	12	participated	participate	VERB
cana-2665	350	13	in	in	ADP
cana-2665	350	14	numerous	numerous	ADJ
cana-2665	350	15	workshops	workshop	NOUN
cana-2665	350	16	and	and	CCONJ
cana-2665	350	17	faculty	faculty	NOUN
cana-2665	350	18	development	development	NOUN
cana-2665	350	19	programs	program	NOUN
cana-2665	350	20	.	.	PUNCT
cana-2665	351	1	her	her	PRON
cana-2665	351	2	primary	primary	ADJ
cana-2665	351	3	areas	area	NOUN
cana-2665	351	4	of	of	ADP
cana-2665	351	5	interest	interest	NOUN
cana-2665	351	6	include	include	VERB
cana-2665	351	7	optoelectronics	optoelectronic	NOUN
cana-2665	351	8	,	,	PUNCT
cana-2665	351	9	ocean	ocean	NOUN
cana-2665	351	10	optics	optic	NOUN
cana-2665	351	11	,	,	PUNCT
cana-2665	351	12	photonics	photonic	NOUN
cana-2665	351	13	,	,	PUNCT
cana-2665	351	14	and	and	CCONJ
cana-2665	351	15	communication	communication	NOUN
cana-2665	351	16	,	,	PUNCT
cana-2665	351	17	showcasing	showcase	VERB
cana-2665	351	18	her	her	PRON
cana-2665	351	19	commitment	commitment	NOUN
cana-2665	351	20	to	to	ADP
cana-2665	351	21	cutting	cut	VERB
cana-2665	351	22	-	-	PUNCT
cana-2665	351	23	edge	edge	NOUN
cana-2665	351	24	advancements	advancement	NOUN
cana-2665	351	25	.	.	PUNCT
cana-2665	352	1	with	with	ADP
cana-2665	352	2	her	her	PRON
cana-2665	352	3	passion	passion	NOUN
cana-2665	352	4	for	for	ADP
cana-2665	352	5	teaching	teaching	NOUN
cana-2665	352	6	,	,	PUNCT
cana-2665	352	7	research	research	NOUN
cana-2665	352	8	,	,	PUNCT
cana-2665	352	9	and	and	CCONJ
cana-2665	352	10	professional	professional	ADJ
cana-2665	352	11	service	service	NOUN
cana-2665	352	12	,	,	PUNCT
cana-2665	352	13	ms	ms	PROPN
cana-2665	352	14	.	.	PROPN
cana-2665	352	15	naeema	naeema	PROPN
cana-2665	352	16	continues	continue	VERB
cana-2665	352	17	to	to	PART
cana-2665	352	18	inspire	inspire	VERB
cana-2665	352	19	and	and	CCONJ
cana-2665	352	20	mentor	mentor	VERB
cana-2665	352	21	future	future	ADJ
cana-2665	352	22	engineers	engineer	NOUN
cana-2665	352	23	and	and	CCONJ
cana-2665	352	24	researchers	researcher	NOUN
cana-2665	352	25	.	.	PUNCT
cana-2665	353	1	mohamed	mohamed	PROPN
cana-2665	353	2	kallel	kallel	PROPN
cana-2665	353	3	was	be	AUX
cana-2665	353	4	born	bear	VERB
cana-2665	353	5	at	at	ADP
cana-2665	353	6	13th	13th	NOUN
cana-2665	353	7	august	august	PROPN
cana-2665	353	8	.	.	PUNCT
cana-2665	354	1	1980	1980	NUM
cana-2665	354	2	in	in	ADP
cana-2665	354	3	tunisia	tunisia	PROPN
cana-2665	354	4	.	.	PUNCT
cana-2665	355	1	kallel	kallel	PROPN
cana-2665	355	2	was	be	AUX
cana-2665	355	3	worked	work	VERB
cana-2665	355	4	as	as	ADP
cana-2665	355	5	a	a	DET
cana-2665	355	6	researcher	researcher	NOUN
cana-2665	355	7	in	in	ADP
cana-2665	355	8	laboratory	laboratory	NOUN
cana-2665	355	9	of	of	ADP
cana-2665	355	10	physics	physics	PROPN
cana-2665	355	11	,	,	PUNCT
cana-2665	355	12	mathematics	mathematic	NOUN
cana-2665	355	13	and	and	CCONJ
cana-2665	355	14	applications	application	NOUN
cana-2665	355	15	,	,	PUNCT
cana-2665	355	16	faculty	faculty	NOUN
cana-2665	355	17	of	of	ADP
cana-2665	355	18	sciences	science	NOUN
cana-2665	355	19	of	of	ADP
cana-2665	355	20	sfax	sfax	NOUN
cana-2665	355	21	,	,	PUNCT
cana-2665	355	22	tunisia	tunisia	PROPN
cana-2665	355	23	.	.	PUNCT
cana-2665	356	1	currently	currently	ADV
cana-2665	356	2	kallel	kallel	ADJ
cana-2665	356	3	is	be	AUX
cana-2665	356	4	working	work	VERB
cana-2665	356	5	as	as	ADP
cana-2665	356	6	a	a	DET
cana-2665	356	7	physics	physics	NOUN
cana-2665	356	8	assistant	assistant	NOUN
cana-2665	356	9	professor	professor	NOUN
cana-2665	356	10	in	in	ADP
cana-2665	356	11	faculty	faculty	NOUN
cana-2665	356	12	of	of	ADP
cana-2665	356	13	science	science	NOUN
cana-2665	356	14	,	,	PUNCT
cana-2665	356	15	northern	northern	ADJ
cana-2665	356	16	border	border	NOUN
cana-2665	356	17	university	university	PROPN
cana-2665	356	18	,	,	PUNCT
cana-2665	357	1	ksa	ksa	PROPN
cana-2665	357	2	.	.	PROPN
cana-2665	357	3	kallel	kallel	PROPN
cana-2665	357	4	is	be	AUX
cana-2665	357	5	a	a	DET
cana-2665	357	6	distinguished	distinguished	ADJ
cana-2665	357	7	academic	academic	NOUN
cana-2665	357	8	with	with	ADP
cana-2665	357	9	a	a	DET
cana-2665	357	10	strong	strong	ADJ
cana-2665	357	11	research	research	NOUN
cana-2665	357	12	focus	focus	NOUN
cana-2665	357	13	on	on	ADP
cana-2665	357	14	the	the	DET
cana-2665	357	15	study	study	NOUN
cana-2665	357	16	of	of	ADP
cana-2665	357	17	dielectric	dielectric	ADJ
cana-2665	357	18	and	and	CCONJ
cana-2665	357	19	electrocaloric	electrocaloric	ADJ
cana-2665	357	20	properties	property	NOUN
cana-2665	357	21	of	of	ADP
cana-2665	357	22	various	various	ADJ
cana-2665	357	23	ceramics	ceramic	NOUN
cana-2665	357	24	,	,	PUNCT
cana-2665	357	25	particularly	particularly	ADV
cana-2665	357	26	ferroelectric	ferroelectric	ADJ
cana-2665	357	27	ceramics	ceramic	NOUN
cana-2665	357	28	.	.	PUNCT
cana-2665	358	1	their	their	PRON
cana-2665	358	2	work	work	NOUN
cana-2665	358	3	has	have	AUX
cana-2665	358	4	significantly	significantly	ADV
cana-2665	358	5	contributed	contribute	VERB
cana-2665	358	6	to	to	ADP
cana-2665	358	7	the	the	DET
cana-2665	358	8	understanding	understanding	NOUN
cana-2665	358	9	of	of	ADP
cana-2665	358	10	the	the	DET
cana-2665	358	11	effects	effect	NOUN
cana-2665	358	12	of	of	ADP
cana-2665	358	13	doping	dope	VERB
cana-2665	358	14	on	on	ADP
cana-2665	358	15	these	these	DET
cana-2665	358	16	properties	property	NOUN
cana-2665	358	17	,	,	PUNCT
cana-2665	358	18	with	with	ADP
cana-2665	358	19	a	a	DET
cana-2665	358	20	special	special	ADJ
cana-2665	358	21	emphasis	emphasis	NOUN
cana-2665	358	22	on	on	ADP
cana-2665	358	23	the	the	DET
cana-2665	358	24	impact	impact	NOUN
cana-2665	358	25	of	of	ADP
cana-2665	358	26	elements	element	NOUN
cana-2665	358	27	such	such	ADJ
cana-2665	358	28	as	as	ADP
cana-2665	358	29	manganese	manganese	NOUN
cana-2665	358	30	,	,	PUNCT
cana-2665	358	31	praseodymium	praseodymium	NOUN
cana-2665	358	32	,	,	PUNCT
cana-2665	358	33	zinc	zinc	NOUN
cana-2665	358	34	,	,	PUNCT
cana-2665	358	35	niobium	niobium	NOUN
cana-2665	358	36	and	and	CCONJ
cana-2665	358	37	bismuth	bismuth	NOUN
cana-2665	358	38	.	.	PUNCT
cana-2665	359	1	their	their	PRON
cana-2665	359	2	research	research	NOUN
cana-2665	359	3	has	have	AUX
cana-2665	359	4	not	not	PART
cana-2665	359	5	only	only	ADV
cana-2665	359	6	been	be	AUX
cana-2665	359	7	prolific	prolific	ADJ
cana-2665	359	8	but	but	CCONJ
cana-2665	359	9	also	also	ADV
cana-2665	359	10	influential	influential	ADJ
cana-2665	359	11	,	,	PUNCT
cana-2665	359	12	as	as	SCONJ
cana-2665	359	13	evidenced	evidence	VERB
cana-2665	359	14	by	by	ADP
cana-2665	359	15	the	the	DET
cana-2665	359	16	significant	significant	ADJ
cana-2665	359	17	number	number	NOUN
cana-2665	359	18	of	of	ADP
cana-2665	359	19	citations	citation	NOUN
cana-2665	359	20	their	their	PRON
cana-2665	359	21	work	work	NOUN
cana-2665	359	22	has	have	AUX
cana-2665	359	23	received	receive	VERB
cana-2665	359	24	.	.	PUNCT
cana-2665	360	1	the	the	DET
cana-2665	360	2	author	author	NOUN
cana-2665	360	3	's	's	PART
cana-2665	360	4	contributions	contribution	NOUN
cana-2665	360	5	to	to	ADP
cana-2665	360	6	the	the	DET
cana-2665	360	7	field	field	NOUN
cana-2665	360	8	,	,	PUNCT
cana-2665	360	9	particularly	particularly	ADV
cana-2665	360	10	in	in	ADP
cana-2665	360	11	the	the	DET
cana-2665	360	12	study	study	NOUN
cana-2665	360	13	of	of	ADP
cana-2665	360	14	ferroelectric	ferroelectric	ADJ
cana-2665	360	15	ceramics	ceramic	NOUN
cana-2665	360	16	and	and	CCONJ
cana-2665	360	17	the	the	DET
cana-2665	360	18	effects	effect	NOUN
cana-2665	360	19	of	of	ADP
cana-2665	360	20	doping	doping	NOUN
cana-2665	360	21	,	,	PUNCT
cana-2665	360	22	have	have	AUX
cana-2665	360	23	undoubtedly	undoubtedly	ADV
cana-2665	360	24	advanced	advance	VERB
cana-2665	360	25	the	the	DET
cana-2665	360	26	understanding	understanding	NOUN
cana-2665	360	27	of	of	ADP
cana-2665	360	28	these	these	DET
cana-2665	360	29	complex	complex	ADJ
cana-2665	360	30	materials	material	NOUN
cana-2665	360	31	and	and	CCONJ
cana-2665	360	32	their	their	PRON
cana-2665	360	33	potential	potential	ADJ
cana-2665	360	34	applications	application	NOUN
cana-2665	360	35	.	.	PUNCT
cana-2665	361	1	https://orcid.org/0000-0002-5073-1536	https://orcid.org/0000-0002-5073-1536	NOUN
cana-2665	361	2	https://scholar.google.com/citations?user=fkn6edwaaaaj%26hl=en	https://scholar.google.com/citations?user=fkn6edwaaaaj%26hl=en	NUM
cana-2665	361	3	https://www.scopus.com/authid/detail.uri?authorid=7401623241	https://www.scopus.com/authid/detail.uri?authorid=7401623241	PROPN
cana-2665	361	4	https://publons.com/researcher/3559988/mohd-ali-hassan/	https://publons.com/researcher/3559988/mohd-ali-hassan/	PROPN
cana-2665	361	5	https://orcid.org/0000-0002-5073-1536	https://orcid.org/0000-0002-5073-1536	NOUN
cana-2665	361	6	https://scholar.google.com/citations?user=fkn6edwaaaaj%26hl=en	https://scholar.google.com/citations?user=fkn6edwaaaaj%26hl=en	ADP
cana-2665	361	7	https://www.scopus.com/authid/detail.uri?authorid=7401623241	https://www.scopus.com/authid/detail.uri?authorid=7401623241	PROPN
cana-2665	361	8	https://publons.com/researcher/3559988/mohd-ali-hassan/	https://publons.com/researcher/3559988/mohd-ali-hassan/	PROPN