{"id":"https://openalex.org/W7160192199","doi":"https://doi.org/10.1016/j.aei.2026.104765","title":"Reprogramming language models for energy: Few-shot solar forecasting across urban Japan","display_name":"Reprogramming language models for energy: Few-shot solar forecasting across urban Japan","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7160192199","doi":"https://doi.org/10.1016/j.aei.2026.104765"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2026.104765","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104765","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Advanced Engineering Informatics","raw_type":"journal-article"},"type":"article","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/A5135108565","display_name":"Yuan Gao","orcid":"https://orcid.org/0000-0003-2588-0860"},"institutions":[{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["Faculty of Environmental Engineering, The University of Kitakyushu, Kitakyushu, 808-0135, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3526-5856","affiliations":[{"raw_affiliation_string":"Faculty of Environmental Engineering, The University of Kitakyushu, Kitakyushu, 808-0135, Japan","institution_ids":["https://openalex.org/I17056963"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088202771","display_name":"Zehuan Hu","orcid":"https://orcid.org/0009-0008-8244-5623"},"institutions":[{"id":"https://openalex.org/I4210123254","display_name":"Thermal Power Research Institute","ror":"https://ror.org/020jz8z49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123254"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zehuan Hu","raw_affiliation_strings":["Xi\u2019an Thermal Power Research Institute Co., Ltd., Xi\u2019an 710054, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Thermal Power Research Institute Co., Ltd., Xi\u2019an 710054, China","institution_ids":["https://openalex.org/I4210123254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135197509","display_name":"Ke Yan","orcid":"https://orcid.org/0000-0002-5264-9587"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Yan","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045025288","display_name":"Junichiro Otomo","orcid":"https://orcid.org/0000-0002-3179-8284"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Junichiro Otomo","raw_affiliation_strings":["Department of Transdisciplinary Science and Engineering, School of Environment and Society, Tokyo Institute of Technology, Meguro, Tokyo 152-8550, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transdisciplinary Science and Engineering, School of Environment and Society, Tokyo Institute of Technology, Meguro, Tokyo 152-8550, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135225999","display_name":"Na Li","orcid":"https://orcid.org/0009-0002-3639-1261"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Na Li","raw_affiliation_strings":["Department of Urban Planning and Engineering, Hanyang University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urban Planning and Engineering, Hanyang University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135139254","display_name":"Mingzhe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164117","display_name":"Walker (United States)","ror":"https://ror.org/05hgh7849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210164117"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingzhe Liu","raw_affiliation_strings":["J. Mike Walker\u201966 Department of Mechanical Engineering, Texas A&M University, College Station, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J. Mike Walker\u201966 Department of Mechanical Engineering, Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I4210164117","https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135098491","display_name":"Tingting Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Xu","raw_affiliation_strings":["College of Mechanical and Energy Engineering, Tongji University, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135168730","display_name":"Yingjun Ruan","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjun Ruan","raw_affiliation_strings":["College of Mechanical and Energy Engineering, Tongji University, Shanghai 200092, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135279545","display_name":"Weijun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I17056963","display_name":"The University of Kitakyushu","ror":"https://ror.org/03mfefw72","country_code":"JP","type":"education","lineage":["https://openalex.org/I17056963"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Weijun Gao","raw_affiliation_strings":["Faculty of Environmental Engineering, The University of Kitakyushu, Kitakyushu, 808-0135, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Environmental Engineering, The University of Kitakyushu, Kitakyushu, 808-0135, Japan","institution_ids":["https://openalex.org/I17056963"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5088202771","https://openalex.org/A5135197509"],"corresponding_institution_ids":["https://openalex.org/I16609230","https://openalex.org/I4210123254"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54735126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"104765","last_page":"104765"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.4560999870300293,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.4560999870300293,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.045499999076128006,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.04259999841451645,"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/reprogramming","display_name":"Reprogramming","score":0.36149999499320984},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.3068999946117401}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4756999909877777},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4244999885559082},{"id":"https://openalex.org/C77255625","wikidata":"https://www.wikidata.org/wiki/Q402093","display_name":"Reprogramming","level":3,"score":0.36149999499320984},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3614000082015991},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3240000009536743},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.27090001106262207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2026.104765","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104765","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Advanced Engineering Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4777482748031616,"display_name":"Climate action"},{"id":"https://metadata.un.org/sdg/11","score":0.43417736887931824,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1790870804","https://openalex.org/W2076491061","https://openalex.org/W2591786642","https://openalex.org/W2773629498","https://openalex.org/W2804911727","https://openalex.org/W2884486887","https://openalex.org/W2896248501","https://openalex.org/W2949676527","https://openalex.org/W2955010283","https://openalex.org/W2968516859","https://openalex.org/W3009377873","https://openalex.org/W3134570487","https://openalex.org/W3135523675","https://openalex.org/W3156852043","https://openalex.org/W3177318507","https://openalex.org/W3210818346","https://openalex.org/W4212816517","https://openalex.org/W4213438462","https://openalex.org/W4220726206","https://openalex.org/W4220887363","https://openalex.org/W4293318869","https://openalex.org/W4297503200","https://openalex.org/W4297984210","https://openalex.org/W4318485255","https://openalex.org/W4321768289","https://openalex.org/W4366966733","https://openalex.org/W4367598556","https://openalex.org/W4380366933","https://openalex.org/W4382361667","https://openalex.org/W4385327343","https://openalex.org/W4385638612","https://openalex.org/W4388327781","https://openalex.org/W4389502270","https://openalex.org/W4401062511","https://openalex.org/W4401357982","https://openalex.org/W4401832737","https://openalex.org/W4402669108","https://openalex.org/W4402978299","https://openalex.org/W4403093091","https://openalex.org/W4403324706","https://openalex.org/W4410796807"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-05-05T00:00:00"}