{"id":"https://openalex.org/W4367537576","doi":"https://doi.org/10.1016/j.commatsci.2023.112215","title":"Machine learning for perovskite solar cell design","display_name":"Machine learning for perovskite solar cell design","publication_year":2023,"publication_date":"2023-04-30","ids":{"openalex":"https://openalex.org/W4367537576","doi":"https://doi.org/10.1016/j.commatsci.2023.112215"},"language":"en","primary_location":{"id":"doi:10.1016/j.commatsci.2023.112215","doi":"https://doi.org/10.1016/j.commatsci.2023.112215","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.commatsci.2023.112215","pdf_url":null,"source":{"id":"https://openalex.org/S26018076","display_name":"Computational Materials Science","issn_l":"0927-0256","issn":["0927-0256","1879-0801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Materials Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhan Hui","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhan Hui","raw_affiliation_strings":["College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Min Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]},{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Wang","raw_affiliation_strings":["College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]},{"raw_affiliation_string":"School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang 050018, People\u2019s Republic of China","institution_ids":["https://openalex.org/I34155123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088842064","display_name":"Xiang Qian Yin","orcid":"https://orcid.org/0000-0002-0317-2874","observed_orcids":["https://orcid.org/0000-0002-0317-2874"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Yin","raw_affiliation_strings":["College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385394","display_name":"Yanan Wang","orcid":"https://orcid.org/0000-0002-9663-4491","observed_orcids":["https://orcid.org/0000-0002-9663-4491","https://orcid.org/0009-0000-8287-6687"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya'nan Wang","raw_affiliation_strings":["College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061639433","display_name":"Yunliang Yue","orcid":"https://orcid.org/0000-0002-6379-1888","observed_orcids":["https://orcid.org/0000-0002-6379-1888"]},"institutions":[{"id":"https://openalex.org/I78978612","display_name":"Yangzhou University","ror":"https://ror.org/03tqb8s11","country_code":"CN","type":"education","lineage":["https://openalex.org/I78978612"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunliang Yue","raw_affiliation_strings":["College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Yangzhou University, Yangzhou 225127, People\u2019s Republic of China","institution_ids":["https://openalex.org/I78978612"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061639433","https://openalex.org/A5088842064"],"corresponding_institution_ids":["https://openalex.org/I78978612"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":4.5158,"has_fulltext":false,"cited_by_count":68,"citation_normalized_percentile":{"value":0.96790233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"226","issue":null,"first_page":"112215","last_page":"112215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9940999746322632,"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/T10247","display_name":"Perovskite Materials and Applications","score":0.005499999970197678,"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/T10002","display_name":"Advanced Chemical Physics Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perovskite-solar-cells","display_name":"perovskite solar cells","score":1.0},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9580000042915344},{"id":"https://openalex.org/keywords/materials-property-prediction","display_name":"materials property prediction","score":0.8730000257492065},{"id":"https://openalex.org/keywords/candidate-screening","display_name":"applicant screening","score":0.7979999780654907},{"id":"https://openalex.org/keywords/data-driven-materials-discovery","display_name":"data-driven materials discovery","score":0.5630000233650208},{"id":"https://openalex.org/keywords/machine-learning-descriptors","display_name":"machine learning descriptors","score":0.5730000138282776},{"id":"https://openalex.org/keywords/solar-cell-efficiency","display_name":"solar cell efficiency","score":0.6740000247955322},{"id":"https://openalex.org/keywords/device-stability","display_name":"device stability","score":0.8859999775886536},{"id":"https://openalex.org/keywords/perovskite","display_name":"perovskite","score":0.6589999794960022}],"concepts":[{"id":"https://openalex.org/C155011858","wikidata":"https://www.wikidata.org/wiki/Q3036449","display_name":"Perovskite (structure)","level":2,"score":0.8499758243560791},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6282922029495239},{"id":"https://openalex.org/C206991015","wikidata":"https://www.wikidata.org/wiki/Q192704","display_name":"Energy conversion efficiency","level":2,"score":0.5856455564498901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5485754609107971},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.49884533882141113},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.4978518486022949},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4878861904144287},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4501414895057678},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.44818615913391113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4426892101764679},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4116951525211334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40883904695510864},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38740649819374084},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.38697564601898193},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.3585914373397827},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2240900993347168},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11835002899169922},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.11142736673355103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11018532514572144},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.10837918519973755},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.commatsci.2023.112215","doi":"https://doi.org/10.1016/j.commatsci.2023.112215","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.commatsci.2023.112215","pdf_url":null,"source":{"id":"https://openalex.org/S26018076","display_name":"Computational Materials Science","issn_l":"0927-0256","issn":["0927-0256","1879-0801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Materials Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8485000133514404}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8905603567","display_name":null,"funder_award_id":"BK20190878","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8906575073","display_name":null,"funder_award_id":"19KJB510062","funder_id":"https://openalex.org/F4320335406","funder_display_name":"University Natural Science Research Project of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335406","display_name":"University Natural Science Research Project of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":134,"referenced_works":["https://openalex.org/W1965464747","https://openalex.org/W1975765217","https://openalex.org/W1976492731","https://openalex.org/W1981368803","https://openalex.org/W1983479840","https://openalex.org/W2000290293","https://openalex.org/W2015197254","https://openalex.org/W2019162166","https://openalex.org/W2027123487","https://openalex.org/W2029413789","https://openalex.org/W2041726686","https://openalex.org/W2047951832","https://openalex.org/W2057327293","https://openalex.org/W2096451472","https://openalex.org/W2101234009","https://openalex.org/W2112845989","https://openalex.org/W2116004146","https://openalex.org/W2117363206","https://openalex.org/W2144574847","https://openalex.org/W2145115330","https://openalex.org/W2160785667","https://openalex.org/W2161663950","https://openalex.org/W2164524421","https://openalex.org/W2169328609","https://openalex.org/W2182361439","https://openalex.org/W2191045182","https://openalex.org/W2271840356","https://openalex.org/W2310703973","https://openalex.org/W2330711390","https://openalex.org/W2342831537","https://openalex.org/W2344188443","https://openalex.org/W2395579298","https://openalex.org/W2462738069","https://openalex.org/W2464725281","https://openalex.org/W2536873010","https://openalex.org/W2549721664","https://openalex.org/W2552942965","https://openalex.org/W2574288763","https://openalex.org/W2584786362","https://openalex.org/W2586930867","https://openalex.org/W2612591418","https://openalex.org/W2616519837","https://openalex.org/W2618851150","https://openalex.org/W2623930029","https://openalex.org/W2728984672","https://openalex.org/W2753962198","https://openalex.org/W2758960636","https://openalex.org/W2763133679","https://openalex.org/W2766856748","https://openalex.org/W2767101995","https://openalex.org/W2767693464","https://openalex.org/W2770830442","https://openalex.org/W2785060548","https://openalex.org/W2791355014","https://openalex.org/W2793278237","https://openalex.org/W2793346381","https://openalex.org/W2799915630","https://openalex.org/W2801870733","https://openalex.org/W2803395311","https://openalex.org/W2804431384","https://openalex.org/W2807471255","https://openalex.org/W2808551223","https://openalex.org/W2810220676","https://openalex.org/W2850973227","https://openalex.org/W2884430236","https://openalex.org/W2888395196","https://openalex.org/W2888974026","https://openalex.org/W2899867782","https://openalex.org/W2902240649","https://openalex.org/W2908202403","https://openalex.org/W2909184124","https://openalex.org/W2910988171","https://openalex.org/W2915789204","https://openalex.org/W2925145055","https://openalex.org/W2925297077","https://openalex.org/W2937193354","https://openalex.org/W2941208909","https://openalex.org/W2949095042","https://openalex.org/W2963657244","https://openalex.org/W2968819590","https://openalex.org/W2970971581","https://openalex.org/W2972418846","https://openalex.org/W2977917184","https://openalex.org/W2978713836","https://openalex.org/W2980605219","https://openalex.org/W2983107015","https://openalex.org/W3015764361","https://openalex.org/W3020176650","https://openalex.org/W3022720545","https://openalex.org/W3026094172","https://openalex.org/W3036632176","https://openalex.org/W3040659571","https://openalex.org/W3082090128","https://openalex.org/W3085860626","https://openalex.org/W3089428833","https://openalex.org/W3091873932","https://openalex.org/W3101981467","https://openalex.org/W3104073206","https://openalex.org/W3109024532","https://openalex.org/W3112457855","https://openalex.org/W3122672821","https://openalex.org/W3133343657","https://openalex.org/W3154953002","https://openalex.org/W3157992851","https://openalex.org/W3163882955","https://openalex.org/W3167842959","https://openalex.org/W3170777294","https://openalex.org/W3173287067","https://openalex.org/W3187538624","https://openalex.org/W3187943842","https://openalex.org/W3188157265","https://openalex.org/W3198712496","https://openalex.org/W3203436218","https://openalex.org/W3207095334","https://openalex.org/W3208800818","https://openalex.org/W3209927053","https://openalex.org/W3215522343","https://openalex.org/W4214655670","https://openalex.org/W4214839001","https://openalex.org/W4220761181","https://openalex.org/W4220840201","https://openalex.org/W4224211223","https://openalex.org/W4225378713","https://openalex.org/W4243138158","https://openalex.org/W4250664506","https://openalex.org/W4281286361","https://openalex.org/W4288702385","https://openalex.org/W4292242205","https://openalex.org/W4293567168","https://openalex.org/W4306935883","https://openalex.org/W4309083868","https://openalex.org/W4320915253","https://openalex.org/W6813345622","https://openalex.org/W6829887170"],"related_works":["https://openalex.org/W4412446507","https://openalex.org/W4411740930","https://openalex.org/W3095650796","https://openalex.org/W4411104497","https://openalex.org/W2978713836","https://openalex.org/W4386697212","https://openalex.org/W4308738491","https://openalex.org/W4403063294","https://openalex.org/W4392515283","https://openalex.org/W4320919502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":6}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2023-05-01T00:00:00"}
