{"id":"https://openalex.org/W4380082577","doi":"https://doi.org/10.3233/jcm-226808","title":"Evaluation of soft soil foundation reinforcement effect of prefabricated building based on BP neural network","display_name":"Evaluation of soft soil foundation reinforcement effect of prefabricated building based on BP neural network","publication_year":2023,"publication_date":"2023-06-09","ids":{"openalex":"https://openalex.org/W4380082577","doi":"https://doi.org/10.3233/jcm-226808"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-226808","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-226808","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences 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/A5101136020","display_name":"Mei Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139779","display_name":"Yantai Nanshan University","ror":"https://ror.org/0499b1896","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210139779"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mei Cheng","raw_affiliation_strings":["College of Economics and Management, Yantai Nanshan University, Longkou, Shandong, China","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Yantai Nanshan University, Longkou, Shandong, China","institution_ids":["https://openalex.org/I4210139779"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101136020"],"corresponding_institution_ids":["https://openalex.org/I4210139779"],"apc_list":null,"apc_paid":null,"fwci":0.357,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55586328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"23","issue":"4","first_page":"1787","last_page":"1800"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9860000014305115,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/reinforcement","display_name":"Reinforcement","score":0.859784722328186},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.7634620666503906},{"id":"https://openalex.org/keywords/cushion","display_name":"Cushion","score":0.6178321838378906},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5671204328536987},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5458810329437256},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.5433290004730225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4700174629688263},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.34133630990982056},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3025830388069153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22016865015029907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20020818710327148},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.10686802864074707}],"concepts":[{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.859784722328186},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.7634620666503906},{"id":"https://openalex.org/C2780584845","wikidata":"https://www.wikidata.org/wiki/Q10971235","display_name":"Cushion","level":2,"score":0.6178321838378906},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5671204328536987},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5458810329437256},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.5433290004730225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4700174629688263},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.34133630990982056},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3025830388069153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22016865015029907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20020818710327148},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10686802864074707},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-226808","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-226808","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.75,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2165609548","https://openalex.org/W2809357303","https://openalex.org/W2944402009","https://openalex.org/W2982398001","https://openalex.org/W2991203806","https://openalex.org/W3008106446","https://openalex.org/W3021837200","https://openalex.org/W3034889659","https://openalex.org/W3087708802","https://openalex.org/W3092579781","https://openalex.org/W3095733950","https://openalex.org/W3114918111","https://openalex.org/W3118483301","https://openalex.org/W3120957519","https://openalex.org/W3127343789","https://openalex.org/W3129565404","https://openalex.org/W3155665841","https://openalex.org/W3157530525","https://openalex.org/W3165899867","https://openalex.org/W3193612999","https://openalex.org/W4220710587","https://openalex.org/W4224251864","https://openalex.org/W4292265653","https://openalex.org/W4309089944"],"related_works":["https://openalex.org/W2356769653","https://openalex.org/W2091667665","https://openalex.org/W2376017335","https://openalex.org/W2347589617","https://openalex.org/W2352229054","https://openalex.org/W2783918515","https://openalex.org/W2379115065","https://openalex.org/W2347474168","https://openalex.org/W3041382600","https://openalex.org/W2375516089"],"abstract_inverted_index":{"The":[0,62,87,210],"use":[1],"of":[2,32,38,53,59,73,94,119,144,160,231],"traditional":[3],"reinforcement":[4,36,183,208,248],"methods":[5],"in":[6,213,225,246],"construction":[7],"sites":[8],"often":[9],"causes":[10],"problems":[11],"such":[12],"as":[13,222],"pore":[14],"water":[15],"pressure,":[16],"which":[17],"can":[18,197],"not":[19],"effectively":[20],"form":[21],"a":[22,154,202],"solid":[23],"foundation.":[24],"Aiming":[25],"at":[26],"this":[27],"problem,":[28],"the":[29,50,57,69,91,141,158,163,166,175,177,180,182,186,192,206,214,220,226,229,232,241,247],"evaluation":[30,80],"model":[31,216,234,242],"soft":[33,54],"soil":[34,55,188,195],"foundation":[35,60],"effect":[37,81,93,249],"prefabricated":[39],"buildings":[40],"is":[41,65,82,115,153,190,235],"established":[42],"based":[43],"on":[44],"BP":[45,74],"neural":[46,75],"network,":[47,76],"combined":[48],"with":[49,140],"geological":[51],"characteristics":[52],"and":[56,77,148,151,162,228],"elements":[58],"reinforcement;":[61],"L-M":[63],"algorithm":[64],"used":[66],"to":[67,204,237],"optimize":[68],"slow":[70],"convergence":[71],"problem":[72],"finally":[78],"its":[79],"verified":[83],"through":[84],"practical":[85],"application.":[86],"results":[88],"show":[89,173],"that":[90,118,174,240],"strengthening":[92,161],"1550":[95],"kN":[96,121],"<mml:math":[97,105,122,130],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98,106,123,131],"alttext=\"\\cdot\"":[99,124],"display=\"inline\"":[100,108,125,133],"overflow=\"scroll\">":[101,109,126,134],"<mml:mo>\u22c5</mml:mo>":[102,127],"</mml:math>":[103,114,128,139],"m/m":[104,129],"alttext=\"{}^{2}\"":[107,132],"<mml:msup>":[110,135],"<mml:mi/>":[111,136],"<mml:mn>2</mml:mn>":[112,137],"</mml:msup>":[113,138],"better":[116],"than":[117],"2000":[120],"more":[142],"times":[143,159],"tamping":[145],"for":[146],"marine":[147],"river":[149],"facies,":[150],"there":[152],"positive":[155],"correlation":[156],"between":[157],"effect.":[164,184,209],"At":[165],"same":[167,221],"time,":[168],"similar":[169],"qualitative":[170],"conditions":[171],"also":[172],"greater":[176],"burial":[178],"depth,":[179],"worse":[181],"When":[185],"overlying":[187],"layer":[189,196],"soft,":[191],"shallow":[193],"buried":[194],"be":[198],"reinforced":[199],"by":[200],"laying":[201],"cushion":[203],"improve":[205],"overall":[207],"laws":[211],"reflected":[212,224],"final":[215],"output":[217],"data":[218],"are":[219],"those":[223],"construction,":[227],"accuracy":[230],"proposed":[233],"up":[236],"87%,":[238],"indicating":[239],"has":[243],"superior":[244],"performance":[245],"evaluation.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}