{"id":"https://openalex.org/W2395060487","doi":"https://doi.org/10.5555/2048536.2048540","title":"Generative fluid dynamics: integration of fast fluid dynamics and genetic algorithms for wind loading optimization of a free form surface","display_name":"Generative fluid dynamics: integration of fast fluid dynamics and genetic algorithms for wind loading optimization of a free form surface","publication_year":2011,"publication_date":"2011-04-03","ids":{"openalex":"https://openalex.org/W2395060487","doi":"https://doi.org/10.5555/2048536.2048540","mag":"2395060487"},"language":"en","primary_location":{"id":"mag:2395060487","doi":"https://doi.org/10.5555/2048536.2048540","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2048536.2048540","pdf_url":null,"source":{"id":"https://openalex.org/S4210168357","display_name":"Annual Simulation Symposium (ANSS)","issn_l":"1080-241X","issn":["1080-241X","2331-107X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Annual Simulation Symposium","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5058930734","display_name":"Angelos Chronis","orcid":"https://orcid.org/0000-0002-6961-2975","observed_orcids":["https://orcid.org/0000-0002-6961-2975"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Angelos Chronis","raw_affiliation_strings":["Univ College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-6961-2975","affiliations":[{"raw_affiliation_string":"Univ College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041354520","display_name":"Alasdair Turner","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alasdair Turner","raw_affiliation_strings":["Univ College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019766351","display_name":"Martha Tsigkari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martha Tsigkari","raw_affiliation_strings":["Univ College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":18.8462,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.98910824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13518","display_name":"Architecture and Computational Design","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T13518","display_name":"Architecture and Computational Design","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.00019999999494757503,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-design","display_name":"generative design","score":0.828000009059906},{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"computational fluid dynamics","score":0.8199999928474426},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9679999947547913},{"id":"https://openalex.org/keywords/freeform-surfaces","display_name":"free-form surfaces","score":0.9350000023841858},{"id":"https://openalex.org/keywords/form-finding","display_name":"form-finding","score":0.8849999904632568},{"id":"https://openalex.org/keywords/performance-driven-design","display_name":"performance-driven design","score":0.6520000100135803},{"id":"https://openalex.org/keywords/architectural-design","display_name":"architectural design","score":0.546999990940094}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.671502947807312},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.6161141991615295},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.5681544542312622},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5664848685264587},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4877212941646576},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.48689785599708557},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.47674381732940674},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.44583842158317566},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4259006679058075},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3133469521999359},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20909881591796875},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19437631964683533},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1366279423236847},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2395060487","doi":"https://doi.org/10.5555/2048536.2048540","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2048536.2048540","pdf_url":null,"source":{"id":"https://openalex.org/S4210168357","display_name":"Annual Simulation Symposium (ANSS)","issn_l":"1080-241X","issn":["1080-241X","2331-107X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Annual Simulation Symposium","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W24392662","https://openalex.org/W585096808","https://openalex.org/W612235516","https://openalex.org/W1966644853","https://openalex.org/W1983510469","https://openalex.org/W1984965649","https://openalex.org/W1988543598","https://openalex.org/W1992264379","https://openalex.org/W2013681341","https://openalex.org/W2031421203","https://openalex.org/W2067496256","https://openalex.org/W2068044430","https://openalex.org/W2079027653","https://openalex.org/W2081533067","https://openalex.org/W2085512126","https://openalex.org/W2090337309","https://openalex.org/W2122224964","https://openalex.org/W2134967905","https://openalex.org/W2136267098","https://openalex.org/W2165939338","https://openalex.org/W2168262162","https://openalex.org/W2184385272","https://openalex.org/W2295821368","https://openalex.org/W2564135972"],"related_works":["https://openalex.org/W2747262811","https://openalex.org/W2896825737","https://openalex.org/W4301966603","https://openalex.org/W4286394868","https://openalex.org/W2981884456","https://openalex.org/W2092319383","https://openalex.org/W7037796186","https://openalex.org/W952643688","https://openalex.org/W4400066393","https://openalex.org/W7113436956"],"abstract_inverted_index":{"The":[0,102,120],"integration":[1],"of":[2,19,34,51,65,80,88,117,122,126,139,146],"simulation":[3,70],"environments":[4],"in":[5,22,36,72],"generative,":[6],"performance-driven":[7],"form-finding":[8],"methods":[9],"is":[10],"expected":[11],"to":[12,55,142],"enable":[13],"an":[14],"exploration":[15],"into":[16],"performative":[17],"solutions":[18],"unprecedented":[20],"complexity":[21],"architectural":[23],"design":[24,45,52],"problems.":[25],"Computational":[26],"fluid":[27,68],"dynamics":[28,69],"simulations":[29],"have":[30],"a":[31,66,73,81,89],"wide":[32],"range":[33],"applications":[35],"architecture,":[37],"yet":[38],"they":[39],"are":[40],"mainly":[41],"applied":[42],"at":[43],"final":[44],"stages":[46],"for":[47,84,100],"evaluation":[48],"and":[49,58,114],"validation":[50],"intentions,":[53],"due":[54],"their":[56],"computational":[57],"expertise":[59],"requirements.This":[60],"paper":[61],"investigates":[62],"the":[63,78,111,115,118,123,127,133,137,140,143,147],"potential":[64],"fast":[67],"scheme":[71],"generative":[74],"optimization":[75,87,95,103],"process,":[76],"through":[77],"use":[79],"genetic":[82],"algorithm,":[83],"wind":[85],"loading":[86],"free":[90],"form":[91],"surface.":[92],"A":[93],"problem-specific":[94],"environment":[96],"has":[97,105,129],"been":[98],"developed":[99],"experimentation.":[101],"process":[104],"provided":[106],"valuable":[107],"insight":[108],"on":[109],"both":[110],"performance":[112,144],"objectives":[113],"representation":[116,141],"problem.":[119,148],"manipulation":[121],"parametric":[124],"description":[125],"problem":[128],"enabled":[130],"control":[131],"over":[132],"solution":[134],"space":[135],"highlighting":[136],"relation":[138],"outcome":[145]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}