{"id":"https://openalex.org/W4386569989","doi":"https://doi.org/10.1016/j.cej.2023.145958","title":"A machine learning prediction model for quantitative analyzing the influence of non-radiative voltage loss on non-fullerene organic solar cells","display_name":"A machine learning prediction model for quantitative analyzing the influence of non-radiative voltage loss on non-fullerene organic solar cells","publication_year":2023,"publication_date":"2023-09-09","ids":{"openalex":"https://openalex.org/W4386569989","doi":"https://doi.org/10.1016/j.cej.2023.145958"},"language":"en","primary_location":{"id":"doi:10.1016/j.cej.2023.145958","doi":"https://doi.org/10.1016/j.cej.2023.145958","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cej.2023.145958","pdf_url":null,"source":{"id":"https://openalex.org/S149937609","display_name":"Chemical Engineering Journal","issn_l":"1385-8947","issn":["1385-8947","1873-3212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","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":"Chemical Engineering Journal","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":"https://openalex.org/A5050078011","display_name":"Di Huang","orcid":"https://orcid.org/0000-0002-7279-9398","observed_orcids":["https://orcid.org/0000-0002-7279-9398"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Huang","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101939078","display_name":"Kuo Wang","orcid":"https://orcid.org/0000-0003-4505-4355","observed_orcids":["https://orcid.org/0000-0003-4505-4355"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuo Wang","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037325660","display_name":"Zhennan Li","orcid":"https://orcid.org/0000-0001-6228-8503","observed_orcids":["https://orcid.org/0000-0001-6228-8503"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhennan Li","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101221140","display_name":"Haixin Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixin Zhou","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100557841","display_name":"Xiaojie Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]},{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaojie Zhao","raw_affiliation_strings":["Shandong Provinical Key Laboratory of Optical Communication Science and Technology, School of Physical Science and Information Technology, Liaocheng University, Liaocheng 252059, China","Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provinical Key Laboratory of Optical Communication Science and Technology, School of Physical Science and Information Technology, Liaocheng University, Liaocheng 252059, China","institution_ids":["https://openalex.org/I196934937"]},{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147575741","display_name":"Xinyu Peng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Peng","raw_affiliation_strings":["Hunan University of Technology, College of Electrical and Information Engineering, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Electrical and Information Engineering, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042843147","display_name":"Jipeng Wu","orcid":"https://orcid.org/0000-0001-7537-8137","observed_orcids":["https://orcid.org/0000-0001-7537-8137"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jipeng Wu","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101747835","display_name":"Jiaojiao Liang","orcid":"https://orcid.org/0009-0001-4396-9386","observed_orcids":["https://orcid.org/0009-0001-4396-9386","https://orcid.org/0009-0007-5058-6141"]},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaojiao Liang","raw_affiliation_strings":["Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology, College of Railway Transportation, Zhuzhou 412008, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101412761","display_name":"Juan Meng","orcid":"https://orcid.org/0000-0002-6188-3172","observed_orcids":["https://orcid.org/0000-0002-6188-3172"]},"institutions":[{"id":"https://openalex.org/I167274908","display_name":"Guangxi Minzu University","ror":"https://ror.org/0495efn48","country_code":"CN","type":"education","lineage":["https://openalex.org/I167274908"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Meng","raw_affiliation_strings":["Guangxi Minzu University, Department of Physics, Nanning 530006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Minzu University, Department of Physics, Nanning 530006, China","institution_ids":["https://openalex.org/I167274908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5147594726","display_name":"Ling Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196934937","display_name":"Liaocheng University","ror":"https://ror.org/03yh0n709","country_code":"CN","type":"education","lineage":["https://openalex.org/I196934937"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling Zhao","raw_affiliation_strings":["Shandong Provinical Key Laboratory of Optical Communication Science and Technology, School of Physical Science and Information Technology, Liaocheng University, Liaocheng 252059, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Provinical Key Laboratory of Optical Communication Science and Technology, School of Physical Science and Information Technology, Liaocheng University, Liaocheng 252059, China","institution_ids":["https://openalex.org/I196934937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100557841","https://openalex.org/A5101412761","https://openalex.org/A5101747835","https://openalex.org/A5147594726"],"corresponding_institution_ids":["https://openalex.org/I167274908","https://openalex.org/I196934937","https://openalex.org/I49934816"],"apc_list":{"value":4180,"currency":"USD","value_usd":4180},"apc_paid":null,"fwci":3.0645,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.92774999,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"475","issue":null,"first_page":"145958","last_page":"145958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10045","display_name":"Organic Electronics and Photovoltaics","score":0.975600004196167,"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/T10045","display_name":"Organic Electronics and Photovoltaics","score":0.975600004196167,"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":0.016899999231100082,"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/T10611","display_name":"Organic Light-Emitting Diodes Research","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/non-fullerene-acceptors","display_name":"non-fullerene acceptors","score":0.9290000200271606},{"id":"https://openalex.org/keywords/organic-solar-cells","display_name":"organic solar cells","score":0.9020000100135803},{"id":"https://openalex.org/keywords/open-circuit-voltage","display_name":"open-circuit voltage","score":0.9890000224113464},{"id":"https://openalex.org/keywords/machine-learning-prediction","display_name":"machine learning prediction","score":0.7400000095367432},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9589999914169312},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9039999842643738},{"id":"https://openalex.org/keywords/feature-importance-analysis","display_name":"feature importance analysis","score":0.6579999923706055},{"id":"https://openalex.org/keywords/homo-lumo-gap","display_name":"HOMO-LUMO gap","score":0.9290000200271606},{"id":"https://openalex.org/keywords/exciton-binding-energy","display_name":"exciton binding energy","score":0.8429999947547913},{"id":"https://openalex.org/keywords/singlet-triplet-energy-gap","display_name":"singlet-triplet energy gap","score":0.8399999737739563},{"id":"https://openalex.org/keywords/electrostatic-potential","display_name":"electrostatic potential","score":0.7020000219345093},{"id":"https://openalex.org/keywords/ternary-organic-solar-cells","display_name":"ternary organic solar cells","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C14158195","wikidata":"https://www.wikidata.org/wiki/Q899637","display_name":"HOMO/LUMO","level":3,"score":0.7300012707710266},{"id":"https://openalex.org/C91614233","wikidata":"https://www.wikidata.org/wiki/Q1472888","display_name":"Organic solar cell","level":3,"score":0.6899924874305725},{"id":"https://openalex.org/C162862793","wikidata":"https://www.wikidata.org/wiki/Q178026","display_name":"Fullerene","level":2,"score":0.6360844969749451},{"id":"https://openalex.org/C2779892579","wikidata":"https://www.wikidata.org/wiki/Q912138","display_name":"Acceptor","level":2,"score":0.6270816326141357},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.4614281952381134},{"id":"https://openalex.org/C181966813","wikidata":"https://www.wikidata.org/wiki/Q806352","display_name":"Band gap","level":2,"score":0.4394854009151459},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.42450565099716187},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.4229794144630432},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.3487681746482849},{"id":"https://openalex.org/C32909587","wikidata":"https://www.wikidata.org/wiki/Q11369","display_name":"Molecule","level":2,"score":0.315734326839447},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.19545802474021912},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19352176785469055},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.12284532189369202},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08925756812095642},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08773073554039001},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cej.2023.145958","doi":"https://doi.org/10.1016/j.cej.2023.145958","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cej.2023.145958","pdf_url":null,"source":{"id":"https://openalex.org/S149937609","display_name":"Chemical Engineering Journal","issn_l":"1385-8947","issn":["1385-8947","1873-3212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","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":"Chemical Engineering Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1759760509","display_name":null,"funder_award_id":"21B0534","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G3243014995","display_name":null,"funder_award_id":"2021JJ40168","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4083198212","display_name":null,"funder_award_id":"202211535013","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G7025495471","display_name":null,"funder_award_id":"22B0580","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320311213","display_name":"Education Department of Hunan Province","ror":"https://ror.org/05ckg3w11"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320336008","display_name":"National College Students Innovation and Entrepreneurship Training Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W2082019533","https://openalex.org/W2292446079","https://openalex.org/W2566958563","https://openalex.org/W2766503406","https://openalex.org/W2784506527","https://openalex.org/W2790483201","https://openalex.org/W2792783390","https://openalex.org/W2834100617","https://openalex.org/W2898907833","https://openalex.org/W2909990379","https://openalex.org/W2913266877","https://openalex.org/W2917742527","https://openalex.org/W2921396158","https://openalex.org/W2933941630","https://openalex.org/W2937791499","https://openalex.org/W2948704225","https://openalex.org/W2963909742","https://openalex.org/W2987642308","https://openalex.org/W2997231057","https://openalex.org/W3001825267","https://openalex.org/W3007186984","https://openalex.org/W3010511445","https://openalex.org/W3012174748","https://openalex.org/W3013824805","https://openalex.org/W3020498003","https://openalex.org/W3024003546","https://openalex.org/W3028691354","https://openalex.org/W3036126156","https://openalex.org/W3082071608","https://openalex.org/W3094810820","https://openalex.org/W3100506811","https://openalex.org/W3106730442","https://openalex.org/W3119369424","https://openalex.org/W3122539105","https://openalex.org/W3124276879","https://openalex.org/W3129558170","https://openalex.org/W3135661665","https://openalex.org/W3152512782","https://openalex.org/W3159091004","https://openalex.org/W3173346126","https://openalex.org/W3211558536","https://openalex.org/W4200033546","https://openalex.org/W4200149987","https://openalex.org/W4205605524","https://openalex.org/W4206062773","https://openalex.org/W4210681866","https://openalex.org/W4214505351","https://openalex.org/W4220969287","https://openalex.org/W4221013427","https://openalex.org/W4223917423","https://openalex.org/W4226142789","https://openalex.org/W4229013424","https://openalex.org/W4242807706","https://openalex.org/W4281765054","https://openalex.org/W4283454492","https://openalex.org/W4285310556","https://openalex.org/W4286214677","https://openalex.org/W4288033902","https://openalex.org/W4291184652","https://openalex.org/W4292517241","https://openalex.org/W4292949599","https://openalex.org/W4306157827","https://openalex.org/W4308711907","https://openalex.org/W4311206027","https://openalex.org/W4313597975","https://openalex.org/W4318945631","https://openalex.org/W4319334931","https://openalex.org/W4353050227","https://openalex.org/W4376113763","https://openalex.org/W4376465250","https://openalex.org/W4378908173","https://openalex.org/W6840518307"],"related_works":["https://openalex.org/W3202653704","https://openalex.org/W4213207294","https://openalex.org/W4313397593","https://openalex.org/W2977107982","https://openalex.org/W4387821413","https://openalex.org/W4392659605","https://openalex.org/W4234714299","https://openalex.org/W7160866372","https://openalex.org/W2982784387","https://openalex.org/W4390238636"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-09-10T00:00:00"}
