{"id":"https://openalex.org/W4393036996","doi":"https://doi.org/10.1002/aisy.202300772","title":"Prediction of Operational Lifetime of Perovskite Light Emitting Diodes by Machine Learning","display_name":"Prediction of Operational Lifetime of Perovskite Light Emitting Diodes by Machine Learning","publication_year":2024,"publication_date":"2024-03-21","ids":{"openalex":"https://openalex.org/W4393036996","doi":"https://doi.org/10.1002/aisy.202300772"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202300772","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300772","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300772","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300772","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100425207","display_name":"Liang Zhang","orcid":"https://orcid.org/0000-0002-4056-9803"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhang","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032011528","display_name":"Feiyue Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feiyue Lu","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014842586","display_name":"Guanhong Tao","orcid":"https://orcid.org/0000-0002-4701-1327"},"institutions":[{"id":"https://openalex.org/I4210094459","display_name":"Craft Group (China)","ror":"https://ror.org/00gxm5663","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094459"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanhong Tao","raw_affiliation_strings":["Chengdu Spaceon Group Co., Ltd.  Chengdu 610036 China","Chengdu Spaceon Group Co., Ltd., Chengdu, 610036 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chengdu Spaceon Group Co., Ltd.  Chengdu 610036 China","institution_ids":[]},{"raw_affiliation_string":"Chengdu Spaceon Group Co., Ltd., Chengdu, 610036 China","institution_ids":["https://openalex.org/I4210094459"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348219","display_name":"Mengmeng Li","orcid":"https://orcid.org/0009-0003-6314-8969"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengmeng Li","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115602239","display_name":"Zhen Yang","orcid":"https://orcid.org/0000-0002-6058-0217"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Yang","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090925409","display_name":"Airu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Airu Wang","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033042451","display_name":"Wei Zhu","orcid":"https://orcid.org/0000-0003-0673-3048"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhu","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016958658","display_name":"Yu Cao","orcid":"https://orcid.org/0000-0003-2460-2228"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Cao","raw_affiliation_strings":["Strait Institute of Flexible Electronics (SIFE, Future Technologies) Fujian Normal University  Fuzhou 350117 China","Strait Laboratory of Flexible Electronics (SLoFE)  Fuzhou 350117 China","Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Normal University, Fuzhou, 350117 China","Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Strait Institute of Flexible Electronics (SIFE, Future Technologies) Fujian Normal University  Fuzhou 350117 China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Strait Laboratory of Flexible Electronics (SLoFE)  Fuzhou 350117 China","institution_ids":[]},{"raw_affiliation_string":"Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Normal University, Fuzhou, 350117 China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117 China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086861120","display_name":"Yizheng Jin","orcid":"https://orcid.org/0000-0002-2485-0064"},"institutions":[{"id":"https://openalex.org/I4391767789","display_name":"State Key Laboratory of Silicon Materials","ror":"https://ror.org/02dmmay61","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767789","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizheng Jin","raw_affiliation_strings":["Center for Chemistry of High\u2010Performance and Novel Materials State Key Laboratory of Silicon Materials, and Department of Chemistry Zhejiang University  Hangzhou 310058 China","Center for Chemistry of High-Performance and Novel Materials, State Key Laboratory of Silicon Materials, and Department of Chemistry, Zhejiang University, Hangzhou, 310058 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Chemistry of High\u2010Performance and Novel Materials State Key Laboratory of Silicon Materials, and Department of Chemistry Zhejiang University  Hangzhou 310058 China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Center for Chemistry of High-Performance and Novel Materials, State Key Laboratory of Silicon Materials, and Department of Chemistry, Zhejiang University, Hangzhou, 310058 China","institution_ids":["https://openalex.org/I4391767789","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614910","display_name":"Lin Zhu","orcid":"https://orcid.org/0000-0001-7490-4182"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Zhu","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","State Key Laboratory of Coordination Chemistry Nanjing University  Nanjing 210023 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","State Key Laboratory of Coordination Chemistry, Nanjing University, Nanjing, 210023 China"],"raw_orcid":"https://orcid.org/0000-0001-7490-4182","affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"State Key Laboratory of Coordination Chemistry Nanjing University  Nanjing 210023 China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"State Key Laboratory of Coordination Chemistry, Nanjing University, Nanjing, 210023 China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352881","display_name":"Wei Huang","orcid":"https://orcid.org/0000-0001-7004-6408"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["Shaanxi Institute of Flexible Electronics (SIFE) Xi'an Institute of Biomedical Materials &amp; Engineering (IBME) Northwestern Polytechnical University (NPU)  Xi'an 710072 China","Strait Institute of Flexible Electronics (SIFE, Future Technologies) Fujian Normal University  Fuzhou 350117 China","Strait Laboratory of Flexible Electronics (SLoFE)  Fuzhou 350117 China","Shaanxi Institute of Flexible Electronics (SIFE), Xi'an Institute of Biomedical Materials & Engineering (IBME), Northwestern Polytechnical University (NPU), Xi'an, 710072 China","Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Normal University, Fuzhou, 350117 China","Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shaanxi Institute of Flexible Electronics (SIFE) Xi'an Institute of Biomedical Materials &amp; Engineering (IBME) Northwestern Polytechnical University (NPU)  Xi'an 710072 China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Strait Institute of Flexible Electronics (SIFE, Future Technologies) Fujian Normal University  Fuzhou 350117 China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Strait Laboratory of Flexible Electronics (SLoFE)  Fuzhou 350117 China","institution_ids":[]},{"raw_affiliation_string":"Shaanxi Institute of Flexible Electronics (SIFE), Xi'an Institute of Biomedical Materials & Engineering (IBME), Northwestern Polytechnical University (NPU), Xi'an, 710072 China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Strait Institute of Flexible Electronics (SIFE, Future Technologies), Fujian Normal University, Fuzhou, 350117 China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Strait Laboratory of Flexible Electronics (SLoFE), Fuzhou, 350117 China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043971938","display_name":"Jianpu Wang","orcid":"https://orcid.org/0000-0002-2158-8689"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianpu Wang","raw_affiliation_strings":["Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China"],"raw_orcid":"https://orcid.org/0000-0002-2158-8689","affiliations":[{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE) Institute of Advanced Materials (IAM) &amp; School of Flexible Electronics (Future Technologies) Nanjing Tech University (NanjingTech)  Nanjing 211816 China","institution_ids":["https://openalex.org/I134687103"]},{"raw_affiliation_string":"Key Laboratory of Flexible Electronics (KLOFE), Institute of Advanced Materials (IAM) & School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), Nanjing, 211816 China","institution_ids":["https://openalex.org/I134687103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043971938","https://openalex.org/A5100614910"],"corresponding_institution_ids":["https://openalex.org/I134687103","https://openalex.org/I881766915"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":1.7423,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82176941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10247","display_name":"Perovskite Materials and Applications","score":0.9839000105857849,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perovskite","display_name":"Perovskite (structure)","score":0.7816927433013916},{"id":"https://openalex.org/keywords/diode","display_name":"Diode","score":0.6559754610061646},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.6451131105422974},{"id":"https://openalex.org/keywords/light-emitting-diode","display_name":"Light-emitting diode","score":0.5807528495788574},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5590413212776184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4041755497455597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14330974221229553},{"id":"https://openalex.org/keywords/chemical-engineering","display_name":"Chemical engineering","score":0.053499311208724976}],"concepts":[{"id":"https://openalex.org/C155011858","wikidata":"https://www.wikidata.org/wiki/Q3036449","display_name":"Perovskite (structure)","level":2,"score":0.7816927433013916},{"id":"https://openalex.org/C78434282","wikidata":"https://www.wikidata.org/wiki/Q11656","display_name":"Diode","level":2,"score":0.6559754610061646},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.6451131105422974},{"id":"https://openalex.org/C176666156","wikidata":"https://www.wikidata.org/wiki/Q25504","display_name":"Light-emitting diode","level":2,"score":0.5807528495788574},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5590413212776184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4041755497455597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14330974221229553},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.053499311208724976}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/aisy.202300772","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300772","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300772","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8ccb8482f99b4c0782d721a411685edd","is_oa":true,"landing_page_url":"https://doaj.org/article/8ccb8482f99b4c0782d721a411685edd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advanced Intelligent Systems, Vol 6, Iss 6, Pp n/a-n/a (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202300772","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202300772","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202300772","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3110521412","display_name":null,"funder_award_id":"2020YFA0709900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4427689507","display_name":null,"funder_award_id":"52373220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6637870818","display_name":null,"funder_award_id":"61961160733","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7357165458","display_name":null,"funder_award_id":"52233011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7438383121","display_name":null,"funder_award_id":"62134007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8247362580","display_name":null,"funder_award_id":"62288102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393036996.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1502922572","https://openalex.org/W1678356000","https://openalex.org/W1964357740","https://openalex.org/W1969192396","https://openalex.org/W2011539370","https://openalex.org/W2032933782","https://openalex.org/W2070493638","https://openalex.org/W2118020555","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2139778164","https://openalex.org/W2161920802","https://openalex.org/W2205682535","https://openalex.org/W2525989524","https://openalex.org/W2552316403","https://openalex.org/W2657631929","https://openalex.org/W2802326141","https://openalex.org/W2893626860","https://openalex.org/W2895207416","https://openalex.org/W2924812138","https://openalex.org/W2940435897","https://openalex.org/W2967027284","https://openalex.org/W2989749893","https://openalex.org/W3034489479","https://openalex.org/W3102602823","https://openalex.org/W3122759621","https://openalex.org/W3136651874","https://openalex.org/W3166475643","https://openalex.org/W3195138010","https://openalex.org/W3215312601","https://openalex.org/W3215892029","https://openalex.org/W4280548319","https://openalex.org/W4290672369","https://openalex.org/W4362614801","https://openalex.org/W4387267138"],"related_works":["https://openalex.org/W2061040333","https://openalex.org/W2267349003","https://openalex.org/W2171760424","https://openalex.org/W2097593946","https://openalex.org/W2013531946","https://openalex.org/W2017665187","https://openalex.org/W2735278434","https://openalex.org/W2278267464","https://openalex.org/W2970429923","https://openalex.org/W2014350331"],"abstract_inverted_index":{"Perovskite":[0],"light\u2010emitting":[1],"diodes":[2],"(LEDs)":[3],"with":[4],"advantages":[5],"of":[6,46,72,85,105,118,131],"high":[7,11],"electroluminescence":[8],"efficiency":[9],"at":[10],"brightness,":[12],"good":[13],"color":[14],"purity,":[15],"and":[16,30,75],"tunable":[17],"bandgap,":[18],"are":[19,49,78],"believed":[20],"to":[21,34,41,67,80,101,147],"have":[22,63],"potential":[23],"applications":[24],"in":[25],"the":[26,35,43,58,69,83,121,127],"next":[27],"generation":[28],"display":[29],"lighting":[31],"technologies.":[32],"Due":[33],"complex":[36],"degradation":[37,44],"process,":[38],"mathematic":[39],"models":[40],"describe":[42,68],"process":[45],"perovskite":[47,86,106],"LEDs":[48,74,107,133],"absent.":[50],"In":[51],"this":[52],"work,":[53],"it":[54,142],"is":[55,94,143],"found":[56],"that":[57],"mathematical":[59],"fitting":[60],"methods":[61],"which":[62,96],"been":[64],"widely":[65],"used":[66],"decay":[70],"trend":[71],"organic":[73],"quantum\u2010dot":[76,132],"LEDs,":[77],"unable":[79],"accurately":[81,125],"predict":[82,102,126],"lifetime":[84,130],"LEDs.":[87],"Then":[88],"an":[89,116],"ensemble":[90],"machine":[91],"learning":[92],"model":[93,122],"developed,":[95],"utilizes":[97],"data":[98],"augmentation":[99],"technique":[100],"T":[103,112,128,138],"50":[104],"based":[108],"on":[109],"features":[110,136],"before":[111,137],"80":[113],",":[114,140],"achieving":[115],"accuracy":[117],"0.995.":[119],"Furthermore,":[120],"can":[123],"also":[124],"90":[129],"(QLEDs)":[134],"using":[135],"98":[139],"suggesting":[141],"a":[144],"useful":[145],"tool":[146],"efficiently":[148],"evaluate":[149],"LED":[150],"lifetimes.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
