{"id":"https://openalex.org/W7154958664","doi":"https://doi.org/10.1109/tase.2026.3685808","title":"Attention-Enhanced Diffusion With LLM-Driven Prompts for Controllable Defect Generation in Photovoltaic Cells","display_name":"Attention-Enhanced Diffusion With LLM-Driven Prompts for Controllable Defect Generation in Photovoltaic Cells","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154958664","doi":"https://doi.org/10.1109/tase.2026.3685808"},"language":null,"primary_location":{"id":"doi:10.1109/tase.2026.3685808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2026.3685808","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","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/A5134023158","display_name":"Ying He","orcid":"https://orcid.org/0009-0007-8077-360X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying He","raw_affiliation_strings":["Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0007-8077-360X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134068969","display_name":"Zechao Zhan","orcid":"https://orcid.org/0009-0003-8752-9360"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zechao Zhan","raw_affiliation_strings":["Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0003-8752-9360","affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019494223","display_name":"J Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxia Zhang","raw_affiliation_strings":["Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-5481-5385","affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of CSE, Ministry of Education, School of Automation, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127907563","display_name":"Liping Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108243","display_name":"Beijing Solar Energy Research Institute","ror":"https://ror.org/01p6qdx15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210108243"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Chen","raw_affiliation_strings":["Das Solar Company Ltd., Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Das Solar Company Ltd., Wuxi, China","institution_ids":["https://openalex.org/I4210108243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40371421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":null,"first_page":"8571","last_page":"8584"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10624","display_name":"Silicon and Solar Cell Technologies","score":0.5896000266075134,"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/T10624","display_name":"Silicon and Solar Cell Technologies","score":0.5896000266075134,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.06210000067949295,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.03060000017285347,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.6550999879837036},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5120999813079834},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.2969000041484833},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.29089999198913574},{"id":"https://openalex.org/keywords/photovoltaics","display_name":"Photovoltaics","score":0.2782000005245209}],"concepts":[{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.7026000022888184},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6550999879837036},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.5548999905586243},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5120999813079834},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.358599990606308},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.30720001459121704},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.2969000041484833},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.29089999198913574},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.2782000005245209},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C510052550","wikidata":"https://www.wikidata.org/wiki/Q422819","display_name":"Gallium arsenide","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2026.3685808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2026.3685808","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7293468713760376}],"awards":[{"id":"https://openalex.org/G150192957","display_name":null,"funder_award_id":"62573123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5353922794","display_name":null,"funder_award_id":"2022A1515011435","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Solar":[0],"power":[1,15],"is":[2,44,79,104,123,143,173],"a":[3,41,75,116,156],"vital":[4],"clean":[5],"energy":[6],"source,":[7],"and":[8,32,54,133,150,159],"defects":[9,163],"in":[10,34,96,164],"photovoltaic":[11,97,165],"cells":[12],"critically":[13],"impact":[14],"generation":[16,50],"efficiency.":[17],"While":[18],"deep":[19],"learning":[20],"has":[21],"advanced":[22],"automated":[23],"defect":[24,35,56,73,99,153,186],"recognition,":[25,100],"models":[26],"face":[27],"challenges":[28],"due":[29],"to":[30,51,66,81,88,92,125,145],"scarcity":[31],"imbalance":[33],"samples.":[36],"To":[37,108],"overcome":[38,67],"these":[39,114],"challenges,":[40],"novel":[42],"approach":[43],"proposed":[45,124,144],"that":[46,180],"exploits":[47],"controllable":[48,117],"image":[49],"produce":[52],"diverse":[53,176],"realistic":[55,160],"samples,":[57],"while":[58],"maintaining":[59],"precise":[60,127],"control":[61,128],"over":[62,129],"key":[63],"attributes.":[64],"First,":[65],"the":[68,90,101,111,130,136,148,170,181],"difficulty":[69],"of":[70,113,135,152,162,169],"generating":[71],"accurate":[72,158],"descriptions,":[74],"large":[76],"language":[77],"model":[78,91,103],"leveraged":[80],"automatically":[82],"generate":[83],"detailed":[84],"text":[85],"prompts.":[86],"Next,":[87],"enable":[89],"learn":[93],"domain-specific":[94],"knowledge":[95],"cell":[98],"diffusion":[102],"fine-tuned":[105],"by":[106,120],"DreamBooth.":[107],"further":[109,178],"enhance":[110],"editability":[112],"defects,":[115],"mask,":[118],"accompanied":[119],"class":[121],"name,":[122],"allow":[126],"type,":[131],"size,":[132],"position":[134],"defects.":[137],"Finally,":[138],"an":[139],"attention":[140],"enhancement":[141],"module":[142],"improve":[146,185],"both":[147],"precision":[149],"flexibility":[151],"generation,":[154],"ensuring":[155],"more":[157],"simulation":[161],"images.":[166],"The":[167],"quality":[168],"generated":[171,182],"images":[172,183],"assessed":[174],"using":[175],"metrics,":[177],"demonstrating":[179],"significantly":[184],"recognition":[187],"performance.":[188]},"counts_by_year":[],"updated_date":"2026-04-28T06:04:28.489925","created_date":"2026-04-21T00:00:00"}