{"id":"https://openalex.org/W2077317836","doi":"https://doi.org/10.1109/icnc.2010.5583601","title":"Prediction of wind-induced pressures on long-span roofs with complex shape using artificial neural networks","display_name":"Prediction of wind-induced pressures on long-span roofs with complex shape using artificial neural networks","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2077317836","doi":"https://doi.org/10.1109/icnc.2010.5583601","mag":"2077317836"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583601","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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/A5026701706","display_name":"An Xu","orcid":"https://orcid.org/0000-0002-6482-2578"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"An Xu","raw_affiliation_strings":["Guangzhou University-Tamkang University, Joint Research Center for Engineering Structure Prevention and Control, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou University-Tamkang University, Joint Research Center for Engineering Structure Prevention and Control, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040053601","display_name":"Ruohong Zhao","orcid":"https://orcid.org/0000-0003-0137-1877"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruohong Zhao","raw_affiliation_strings":["College of Archetechture and Civil Engineering of Wenzhou University, China"],"affiliations":[{"raw_affiliation_string":"College of Archetechture and Civil Engineering of Wenzhou University, China","institution_ids":["https://openalex.org/I146620803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026701706"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34572491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1297","last_page":"1304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9994000196456909,"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/T11692","display_name":"Noise Effects and Management","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.8581530451774597},{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.8118144273757935},{"id":"https://openalex.org/keywords/roof","display_name":"Roof","score":0.6681585311889648},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6356039643287659},{"id":"https://openalex.org/keywords/span","display_name":"Span (engineering)","score":0.5758018493652344},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5316598415374756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49283623695373535},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4468652606010437},{"id":"https://openalex.org/keywords/wind-tunnel","display_name":"Wind tunnel","score":0.44233277440071106},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.41195225715637207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3991527557373047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3784041404724121},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.2708083689212799},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1273847222328186},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10481953620910645},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.0718151330947876}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8581530451774597},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.8118144273757935},{"id":"https://openalex.org/C2776748203","wikidata":"https://www.wikidata.org/wiki/Q83180","display_name":"Roof","level":2,"score":0.6681585311889648},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6356039643287659},{"id":"https://openalex.org/C2778753569","wikidata":"https://www.wikidata.org/wiki/Q1960395","display_name":"Span (engineering)","level":2,"score":0.5758018493652344},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5316598415374756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49283623695373535},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4468652606010437},{"id":"https://openalex.org/C100086909","wikidata":"https://www.wikidata.org/wiki/Q193010","display_name":"Wind tunnel","level":2,"score":0.44233277440071106},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.41195225715637207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3991527557373047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3784041404724121},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.2708083689212799},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1273847222328186},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10481953620910645},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0718151330947876},{"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/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583601","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1980007275","https://openalex.org/W1999686199","https://openalex.org/W2092918867","https://openalex.org/W2138553961"],"related_works":["https://openalex.org/W1968270095","https://openalex.org/W4296478327","https://openalex.org/W1960072520","https://openalex.org/W2042397106","https://openalex.org/W4361730764","https://openalex.org/W1965029248","https://openalex.org/W2220129715","https://openalex.org/W2387596242","https://openalex.org/W2333625343","https://openalex.org/W2074627651"],"abstract_inverted_index":{"The":[0],"backpropagation":[1],"neural":[2,9,38],"network(BPNN)":[3],"and":[4,21,56,82,115,159,187],"the":[5,34,41,52,57,85,92,96,102,107,111,118,126,129,136,143,146,150,155,169,185,188],"radial":[6],"basis":[7],"function":[8],"network(RBF)":[10],"are":[11,68,89,122,164],"widely":[12],"employed":[13],"to":[14,100,124],"simulate":[15],"many":[16],"kinds":[17],"of":[18,43,47,84,106,128,149],"nonlinear":[19],"relationships,":[20],"have":[22],"received":[23],"increasing":[24],"interests":[25],"in":[26,76,166,180,194,199],"recent":[27],"years.":[28],"This":[29],"paper":[30,182],"is":[31,177],"concerned":[32],"with":[33],"above":[35],"two":[36,48,71,97,112,130,137],"artificial":[37],"networks":[39],"for":[40,95],"prediction":[42,108,190],"mean":[44],"wind-induced":[45],"pressures":[46,144],"long-span":[49,72,151],"roof":[50,73,152],"structures,":[51],"Shenzhen":[53],"Citizen":[54],"Center(SCC)":[55],"Guangzhou":[58],"International":[59],"Exhibition":[60],"Center(GIEC).":[61],"In":[62],"this":[63,181],"study,":[64],"simultaneous":[65],"pressure":[66],"measurements":[67],"made":[69,123],"on":[70,145],"structure":[74,153],"models":[75,99],"a":[77],"boundary":[78],"layer":[79],"wind":[80,119,157],"tunnel":[81,120],"parts":[83],"model":[86],"test":[87,121],"data":[88,163],"used":[90],"as":[91],"training":[93],"sets":[94],"ANN":[98,113,131,138],"recognize":[101],"input-output":[103],"patterns.":[104],"Comparisons":[105],"results":[109],"by":[110],"approaches":[114,139],"those":[116],"from":[117],"examine":[125],"performance":[127,193],"models,":[132],"which":[133],"demonstrates":[134],"that":[135,183,198],"can":[140],"successfully":[141],"predict":[142],"corner":[147],"surfaces":[148],"except":[154],"approaching":[156],"direction,":[158],"if":[160],"more":[161,173],"experimental":[162],"involved":[165],"network":[167,170],"training,":[168],"may":[171],"provide":[172],"accurate":[174],"prediction.":[175],"It":[176],"also":[178],"indicated":[179],"both":[184],"BPNN":[186],"RBF":[189],"illustrate":[191],"better":[192],"an":[195,200],"interpolation":[196],"than":[197],"extrapolation":[201],"case.":[202]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
