{"id":"https://openalex.org/W3187982268","doi":"https://doi.org/10.1109/cec45853.2021.9504908","title":"Particle Swarm Optimisation for Analysing Time-Dependent Photoluminescence Data","display_name":"Particle Swarm Optimisation for Analysing Time-Dependent Photoluminescence Data","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3187982268","doi":"https://doi.org/10.1109/cec45853.2021.9504908","mag":"3187982268"},"language":"en","primary_location":{"id":"doi:10.1109/cec45853.2021.9504908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-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/A5074652657","display_name":"Demelza Robinson","orcid":"https://orcid.org/0000-0002-8777-3158"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Demelza Robinson","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340143","display_name":"Qi Chen","orcid":"https://orcid.org/0000-0001-9367-4757"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Qi Chen","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077569089","display_name":"Bing Xue","orcid":"https://orcid.org/0000-0002-4865-8026"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Bing Xue","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073248573","display_name":"Isabella Wagner","orcid":"https://orcid.org/0000-0001-5009-2407"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Isabella Wagner","raw_affiliation_strings":["School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042374722","display_name":"Michael B. Price","orcid":"https://orcid.org/0000-0003-2227-0514"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Michael Price","raw_affiliation_strings":["School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009946089","display_name":"Paul Hume","orcid":"https://orcid.org/0000-0002-7582-7155"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Paul Hume","raw_affiliation_strings":["School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437926","display_name":"Kai Chen","orcid":"https://orcid.org/0000-0001-6850-1723"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Kai Chen","raw_affiliation_strings":["Robinson Research Institute, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"Robinson Research Institute, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079771199","display_name":"Justin M. Hodgkiss","orcid":"https://orcid.org/0000-0002-9629-8213"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Justin Hodgkiss","raw_affiliation_strings":["School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Chemical and Physical Sciences, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400258","display_name":"Mengjie Zhang","orcid":"https://orcid.org/0000-0003-4463-9538"},"institutions":[{"id":"https://openalex.org/I41156924","display_name":"Victoria University of Wellington","ror":"https://ror.org/0040r6f76","country_code":"NZ","type":"education","lineage":["https://openalex.org/I41156924"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Mengjie Zhang","raw_affiliation_strings":["School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand","institution_ids":["https://openalex.org/I41156924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5074652657"],"corresponding_institution_ids":["https://openalex.org/I41156924"],"apc_list":null,"apc_paid":null,"fwci":0.4817,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78865948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"1735","last_page":"1742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10299","display_name":"Photonic and Optical Devices","score":0.9700999855995178,"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/photoluminescence","display_name":"Photoluminescence","score":0.7067739963531494},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6818111538887024},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.627816379070282},{"id":"https://openalex.org/keywords/photovoltaics","display_name":"Photovoltaics","score":0.5895213484764099},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.5397284030914307},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5014793872833252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4891412556171417},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.42345988750457764},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.392831027507782},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.38317054510116577},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.37992575764656067},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.3226112723350525},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18739885091781616},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17932260036468506},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16926419734954834},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10815656185150146},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10050821304321289}],"concepts":[{"id":"https://openalex.org/C85080765","wikidata":"https://www.wikidata.org/wiki/Q614893","display_name":"Photoluminescence","level":2,"score":0.7067739963531494},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6818111538887024},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.627816379070282},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.5895213484764099},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.5397284030914307},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5014793872833252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4891412556171417},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.42345988750457764},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.392831027507782},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.38317054510116577},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.37992575764656067},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3226112723350525},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18739885091781616},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17932260036468506},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16926419734954834},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10815656185150146},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10050821304321289},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec45853.2021.9504908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504908","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1594297270","https://openalex.org/W2013885787","https://openalex.org/W2016387335","https://openalex.org/W2050399271","https://openalex.org/W2053113736","https://openalex.org/W2301505923","https://openalex.org/W2326494589","https://openalex.org/W2509515955","https://openalex.org/W2553281557","https://openalex.org/W2794486720","https://openalex.org/W2810220676","https://openalex.org/W2900730383","https://openalex.org/W2901679103","https://openalex.org/W2944345944","https://openalex.org/W2952806923","https://openalex.org/W2979774998","https://openalex.org/W2990729522","https://openalex.org/W2999593349","https://openalex.org/W3083427717","https://openalex.org/W6926511006"],"related_works":["https://openalex.org/W2945804409","https://openalex.org/W2092639464","https://openalex.org/W2050156500","https://openalex.org/W3016979551","https://openalex.org/W2048317755","https://openalex.org/W2561176135","https://openalex.org/W638451985","https://openalex.org/W423694295","https://openalex.org/W4285018765","https://openalex.org/W4310584159"],"abstract_inverted_index":{"Next-generation":[0],"photovoltaic":[1,53,155],"materials":[2,38,54],"such":[3],"as":[4],"per-ovskites":[5],"and":[6,21,67,89,130],"organic":[7],"photovoltaics":[8],"are":[9,70],"promising":[10],"candidates":[11],"for":[12,52,72,151],"cheap,":[13],"solution-processable":[14],"solar":[15,32],"cells,":[16,33],"which":[17,69],"have":[18],"the":[19,34,41,60,73,83,140,152],"environmental":[20],"financial":[22],"advantages":[23],"compared":[24],"to":[25,39,98,118,127],"traditional":[26],"silicon-based":[27],"cells.":[28],"To":[29],"realise":[30],"commercial":[31],"development":[35],"of":[36,58,63,108,154,159,176],"new":[37,106],"improve":[40],"performance":[42],"is":[43,48,93,125],"needed.":[44],"Time-resolved":[45],"optical":[46],"spectroscopy":[47,78],"a":[49,105,148],"powerful":[50],"technique":[51,111],"that":[55],"allows":[56],"measurement":[57],"reveal":[59],"energy-dependent":[61],"dynamics":[62],"photoexcited":[64],"species":[65],"(charges":[66],"excitons),":[68],"responsible":[71],"device":[74],"performance.":[75,156],"Although":[76],"time-resolved":[77,120],"provides":[79],"contains":[80],"rich":[81],"information,":[82],"data":[84,133],"analysis":[85],"can":[86,144],"be":[87,145],"time-consuming":[88],"labour-intensive.":[90],"Automated":[91],"data-processing":[92],"therefore":[94],"an":[95],"attractive":[96],"proposition":[97],"facilitate":[99],"higher":[100],"throughput.":[101],"This":[102],"paper":[103],"describes":[104],"application":[107],"evolutionary":[109],"computation":[110],"-":[112,117,147],"particle":[113],"swarm":[114],"optimisation":[115,153],"(PSO)":[116],"parametrise":[119],"photoluminescence":[121,132],"(PL)":[122],"data.":[123],"PSO":[124,160],"used":[126],"convert":[128],"time-":[129],"energy-resolved":[131],"into":[134],"decay":[135],"rate":[136],"distributions.":[137],"From":[138],"this,":[139],"excited":[141],"state":[142],"lifetimes":[143],"elucidated":[146],"key":[149],"parameter":[150],"The":[157],"implementation":[158],"in":[161],"enhanced":[162],"LumiML":[163,172],"proved":[164],"advantageous,":[165],"yielding":[166],"considerable":[167],"improvements":[168],"over":[169],"previous":[170],"techniques":[171],"by":[173],"two":[174],"orders":[175],"magnitude.":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}