{"id":"https://openalex.org/W7204489596","doi":"https://doi.org/10.1109/peccii70991.2026.11661926","title":"Integrated SCAPS-1D and Machine Learning Approaches for Design Optimization of Cs 2 SnI 6 -Based Perovskite Solar Cells","display_name":"Integrated SCAPS-1D and Machine Learning Approaches for Design Optimization of Cs 2 SnI 6 -Based Perovskite Solar Cells","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7204489596","doi":"https://doi.org/10.1109/peccii70991.2026.11661926"},"language":"en","primary_location":{"id":"doi:10.1109/peccii70991.2026.11661926","doi":"https://doi.org/10.1109/peccii70991.2026.11661926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661926","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W7204489596"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/peccii70991.2026.11661926","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5148443262","display_name":"Md. Al Amin","orcid":"https://orcid.org/0009-0000-6782-0941","observed_orcids":["https://orcid.org/0009-0000-6782-0941","https://orcid.org/0009-0008-5827-0886"]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Al Amin","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137521684","display_name":"Md. Sanwar Hossain","orcid":"https://orcid.org/0000-0002-1750-7284","observed_orcids":["https://orcid.org/0000-0002-1750-7284"]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Sanwar Hossain","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148443981","display_name":"Md. Sarowar Hossain","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Farhad Hossain","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148469105","display_name":"Md. Rashedul Haque","orcid":"https://orcid.org/0000-0003-0575-5966","observed_orcids":["https://orcid.org/0000-0003-0575-5966"]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Fozlul Haque","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148442759","display_name":"Abdur Rahman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdur Rahman","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148445521","display_name":"Md Arif Istiak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Arif Istiak","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5148433268","display_name":"Urmila Deb Roy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Urmila Deb Roy","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010749635","display_name":"Sheikh Rashel Al Ahmed","orcid":"https://orcid.org/0000-0001-6323-0602","observed_orcids":["https://orcid.org/0000-0001-6323-0602"]},"institutions":[{"id":"https://openalex.org/I260446899","display_name":"Pabna University of Science and Technology","ror":"https://ror.org/01vxg3438","country_code":"BD","type":"education","lineage":["https://openalex.org/I260446899"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sheikh Rashel Al Ahmed","raw_affiliation_strings":["Pabna University of Science & Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pabna University of Science & Technology","institution_ids":["https://openalex.org/I260446899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074662159","display_name":"Md. Suruz Mian","orcid":"https://orcid.org/0000-0003-2333-8728","observed_orcids":["https://orcid.org/0000-0003-2333-8728"]},"institutions":[{"id":"https://openalex.org/I1314466530","display_name":"Tokai University","ror":"https://ror.org/01p7qe739","country_code":"JP","type":"education","lineage":["https://openalex.org/I1314466530"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Md. Suruz Mian","raw_affiliation_strings":["Tokai University Hiratsuka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokai University Hiratsuka","institution_ids":["https://openalex.org/I1314466530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10247","display_name":"Perovskite Materials and Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10247","display_name":"Perovskite Materials and Applications","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10275","display_name":"2D Materials and Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cs2sni6","display_name":"Cs2SnI6","score":0.9470000267028809},{"id":"https://openalex.org/keywords/lead-free-perovskite-solar-cells","display_name":"lead-free perovskite solar cells","score":0.8999999761581421},{"id":"https://openalex.org/keywords/all-inorganic-perovskites","display_name":"all-inorganic perovskites","score":0.8259999752044678},{"id":"https://openalex.org/keywords/heterojunction","display_name":"heterojunction","score":0.6359999775886536},{"id":"https://openalex.org/keywords/moo3-hole-transport-layer","display_name":"MoO3 hole transport layer","score":0.9890000224113464},{"id":"https://openalex.org/keywords/band-alignment","display_name":"band alignment","score":0.7099999785423279},{"id":"https://openalex.org/keywords/interfacial-recombination","display_name":"interfacial recombination","score":0.9309999942779541},{"id":"https://openalex.org/keywords/scaps-1d-simulation","display_name":"SCAPS-1D simulation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/absorber-thickness-optimization","display_name":"absorber thickness optimization","score":0.6010000109672546},{"id":"https://openalex.org/keywords/carrier-lifetime","display_name":"carrier lifetime","score":0.5600000023841858},{"id":"https://openalex.org/keywords/power-conversion-efficiency","display_name":"power conversion efficiency","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C155011858","wikidata":"https://www.wikidata.org/wiki/Q3036449","display_name":"Perovskite (structure)","level":2,"score":0.5268999934196472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47870001196861267},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4000999927520752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3314000070095062},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31279999017715454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2962000072002411},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.26739999651908875},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/peccii70991.2026.11661926","doi":"https://doi.org/10.1109/peccii70991.2026.11661926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661926","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/peccii70991.2026.11661926","doi":"https://doi.org/10.1109/peccii70991.2026.11661926","is_oa":true,"landing_page_url":"https://doi.org/10.1109/peccii70991.2026.11661926","pdf_url":null,"source":{"id":"https://openalex.org/S7407096946","display_name":"International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Power, Electronics, Communications, Computing, and Intelligent Infrastructure (PECCII)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9853000044822693}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2030422013","https://openalex.org/W2043695984","https://openalex.org/W2385352553","https://openalex.org/W2473511816","https://openalex.org/W2883890321","https://openalex.org/W2891146712","https://openalex.org/W2900265675","https://openalex.org/W2913970360","https://openalex.org/W2946179841","https://openalex.org/W2979694003","https://openalex.org/W3037330114","https://openalex.org/W4205542619","https://openalex.org/W4317543068","https://openalex.org/W4372319567","https://openalex.org/W4390319482","https://openalex.org/W4396973772","https://openalex.org/W4409475641","https://openalex.org/W4410487504","https://openalex.org/W4414477055","https://openalex.org/W4415556173","https://openalex.org/W7118018445","https://openalex.org/W7136652596","https://openalex.org/W7137224088","https://openalex.org/W7160135928","https://openalex.org/W7163079426"],"related_works":["https://openalex.org/W7204483210","https://openalex.org/W7223551511","https://openalex.org/W7204453035","https://openalex.org/W7167252653","https://openalex.org/W7223089233","https://openalex.org/W7212270136","https://openalex.org/W7204489513","https://openalex.org/W4403680068","https://openalex.org/W7167214735","https://openalex.org/W4404490944"],"abstract_inverted_index":{"A":[0],"lead-free,":[1],"all-inorganic":[2],"Cs2SnI6heterojunction":[3],"perovskite":[4],"solar":[5,210],"cell":[6,211],"(PSC)":[7],"is":[8,36],"numerically":[9],"engineered":[10],"in":[11],"SCAPS-1D":[12],"to":[13,175,202],"identify":[14],"transport-layer":[15],"combinations":[16],"and":[17,35,44,101,133,146,159,164,184,187,208],"absorber-quality":[18],"windows":[19],"that":[20,54],"can":[21],"unlock":[22],"high":[23,189],"photovoltaic":[24,58],"output":[25],"while":[26],"avoiding":[27],"toxic":[28],"materials.":[29],"The":[30,50,82,196],"modeled":[31],"architecture":[32],"adopts":[33],"Al/FTO/WO3/Cs2SnI6/MoO3/Ni,":[34],"compared":[37],"with":[38,124],"alternative":[39],"ETLs":[40],"(In3Se\u2084,":[41],"CdS,":[42,75],"WO3)":[43],"HTLs":[45],"(P3HT,":[46],"C6TBTAPH2,":[47],"Zn3P2,":[48],"MoO3).":[49],"ETL":[51],"screening":[52],"shows":[53],"WO3delivers":[55],"the":[56,95,108,116,177,204],"strongest":[57],"response":[59],"(Voc":[60],"=":[61,65,69,88,126,130,135],"0.82":[62],"V,":[63,128],"Jsc":[64,129],"30.65":[66],"mA/cm2,":[67,132],"FF":[68,134],"85.26%,":[70],"PCE=":[71,122],"21.35%),":[72],"outperforming":[73],"In3Se4and":[74],"which":[76],"exhibit":[77],"less":[78],"favorable":[79],"band":[80],"alignment.":[81],"spike-type":[83],"interface":[84],"of":[85,98,143,150,206],"WO3/Cs2SnI6":[86],"(CBO":[87],"+0.12":[89],"eV)":[90,100,103],"suppresses":[91],"interfacial":[92],"recombination,":[93],"whereas":[94],"cliff-type":[96],"alignments":[97],"In3Se4/Cs2SnI6(\u22120.48":[99],"CdS/Cs2SnI6(\u22120.38":[102],"accelerate":[104],"recombination":[105],"losses,":[106],"explaining":[107],"performance":[109,178],"hierarchy.":[110],"Subsequent":[111],"HTL":[112],"optimization":[113],"identifies":[114],"MoO3as":[115],"most":[117],"selective":[118],"back":[119],"contact,":[120],"enabling":[121],"29.56%":[123],"Voc":[125,163],"1.11":[127],"30.66":[131],"86.50%.":[136],"Physical":[137],"parameters":[138],"establish":[139],"an":[140,147],"optimal":[141],"Cs2SnI6thickness":[142],"1.0":[144],"\u00b5m":[145],"acceptor":[148],"density":[149],"1015cm\u207b3.":[151],"Analyzing":[152],"absorber":[153],"defects,":[154],"diffusion":[155],"lengths,":[156],"carrier":[157],"lifetimes,":[158],"temperature":[160],"primarily":[161],"reduces":[162],"efficiency":[165],"by":[166],"enhancing":[167],"recombination.":[168],"Furthermore,":[169],"machine":[170],"learning":[171],"techniques":[172],"were":[173],"employed":[174],"optimize":[176],"prediction":[179],"algorithm,":[180],"yielding":[181],"low":[182],"MAE":[183],"RMSE":[185],"values":[186],"a":[188],"R2of":[190],"0.9989,":[191],"indicating":[192],"excellent":[193],"predictive":[194],"accuracy.":[195],"study":[197],"also":[198],"examined":[199],"material-level":[200],"variations":[201],"support":[203],"design":[205],"optimized":[207],"cost-effective":[209],"prototypes.":[212]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-28T00:00:00"}