{"id":"https://openalex.org/W2747033539","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000691","title":"Bayesian Updating of Bearing Capacity Models for Individual Stone Columns","display_name":"Bayesian Updating of Bearing Capacity Models for Individual Stone Columns","publication_year":2017,"publication_date":"2017-06-14","ids":{"openalex":"https://openalex.org/W2747033539","doi":"https://doi.org/10.1061/(asce)cp.1943-5487.0000691","mag":"2747033539"},"language":"en","primary_location":{"id":"doi:10.1061/(asce)cp.1943-5487.0000691","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000691","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil 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/A5063271702","display_name":"Rafael Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-7720-2757"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rafael Jimenez","raw_affiliation_strings":["Full Professor of Ground Engineering, Universidad Politecnica de Madrid, ETSI Caminos; C/ Professor Aranguren s/n, 28040 Madrid, Spain (corresponding author)","C/ Professor Aranguren s/n, 28040 Madrid, Spain. E-mail:"],"affiliations":[{"raw_affiliation_string":"Full Professor of Ground Engineering, Universidad Politecnica de Madrid, ETSI Caminos; C/ Professor Aranguren s/n, 28040 Madrid, Spain (corresponding author)","institution_ids":[]},{"raw_affiliation_string":"C/ Professor Aranguren s/n, 28040 Madrid, Spain. E-mail:","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063164205","display_name":"Xianda Feng","orcid":"https://orcid.org/0000-0002-2737-6046"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianda Feng","raw_affiliation_strings":["Lecturer, School of Civil Engineering and Architecture, Univ. of Jinan, Jinan 250022, China","Lecturer, School of Civil Engineering and Architecture, Univ. of Jinan, Jinan 250022, China. E-mail:"],"affiliations":[{"raw_affiliation_string":"Lecturer, School of Civil Engineering and Architecture, Univ. of Jinan, Jinan 250022, China","institution_ids":[]},{"raw_affiliation_string":"Lecturer, School of Civil Engineering and Architecture, Univ. of Jinan, Jinan 250022, China. E-mail:","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027578894","display_name":"Jos\u00e9 A. Alonso-Poll\u00e1n","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jose A. Alonso-Poll\u00e1n","raw_affiliation_strings":["Geotechnical Engineer, Technical Directorate\u2014Dragados S.A.\u2014Avda. Camino de Santiago 50, 28050 Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Geotechnical Engineer, Technical Directorate\u2014Dragados S.A.\u2014Avda. Camino de Santiago 50, 28050 Madrid, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063271702"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2801,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6166169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"31","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":1.0,"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9998000264167786,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9991999864578247,"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/bayesian-probability","display_name":"Bayesian probability","score":0.5353453755378723},{"id":"https://openalex.org/keywords/bearing-capacity","display_name":"Bearing capacity","score":0.47158515453338623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43536388874053955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38977470993995667},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32657045125961304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31996554136276245},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.315268874168396}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5353453755378723},{"id":"https://openalex.org/C135677250","wikidata":"https://www.wikidata.org/wiki/Q3319673","display_name":"Bearing capacity","level":2,"score":0.47158515453338623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43536388874053955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38977470993995667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32657045125961304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31996554136276245},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.315268874168396}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/(asce)cp.1943-5487.0000691","is_oa":false,"landing_page_url":"https://doi.org/10.1061/(asce)cp.1943-5487.0000691","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1543220323","https://openalex.org/W1966004755","https://openalex.org/W1969221335","https://openalex.org/W1971647087","https://openalex.org/W1972278591","https://openalex.org/W2001546276","https://openalex.org/W2033452425","https://openalex.org/W2049014322","https://openalex.org/W2060032696","https://openalex.org/W2068014110","https://openalex.org/W2093346006","https://openalex.org/W2115177686","https://openalex.org/W2132316798","https://openalex.org/W2159142983","https://openalex.org/W2159229933","https://openalex.org/W2162089966","https://openalex.org/W2315823019","https://openalex.org/W3189463047","https://openalex.org/W4214732430","https://openalex.org/W4229819929","https://openalex.org/W4300223101","https://openalex.org/W6667456970"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2997139314","https://openalex.org/W2377592157","https://openalex.org/W2380912969","https://openalex.org/W1998459016","https://openalex.org/W2348195291","https://openalex.org/W2948663895","https://openalex.org/W2943358343","https://openalex.org/W4231760268","https://openalex.org/W3143253160"],"abstract_inverted_index":{"Stone":[0],"columns":[1],"are":[2,89],"often":[3],"employed":[4,127],"to":[5,29,47,75,102,153],"increase":[6],"the":[7,39,64,93,143,163,172,176],"bearing":[8,32],"capacity":[9],"of":[10,24,57,79,95,110],"soft":[11],"clay.":[12],"Many":[13],"models\u2014for":[14],"instance":[15],"based":[16],"on":[17,21],"plasticity":[18],"theory":[19],"or":[20],"statistical":[22],"analysis":[23,178],"empirical":[25,40,87],"data\u2014have":[26],"been":[27,61],"proposed":[28],"estimate":[30],"their":[31],"capacity.":[33],"For":[34],"a":[35,54,119,129,138],"single":[36,139],"stone":[37,140],"column,":[38],"expression":[41],"qult=NpSu":[42],"is":[43,72,135],"commonly":[44],"used":[45],"due":[46],"its":[48,168,188],"simplicity":[49],"and":[50,112,132,166],"predictive":[51,169],"performance.":[52],"However,":[53],"wide":[55],"range":[56],"Np":[58,80],"values":[59],"have":[60],"reported":[62],"in":[63,67,81,92,100,190],"literature,":[65],"resulting":[66],"widely":[68],"variable":[69],"predictions;":[70],"it":[71,159],"therefore":[73],"difficult":[74],"select":[76],"good":[77],"estimates":[78,109],"practice.":[82],"In":[83,114],"this":[84],"study,":[85],"such":[86,147],"models":[88],"comprehensively":[90],"analyzed":[91],"framework":[94],"Bayesian":[96,177],"model":[97,103,121,149],"assessment,":[98],"which":[99,124],"addition":[101],"parameter":[104],"estimates,":[105],"can":[106,125,150,179],"provide":[107],"uncertainty":[108,165,186],"parameters":[111],"predictions.":[113],"agreement":[115],"with":[116,122],"previous":[117],"research,":[118],"general":[120,148],"Np=20,":[123],"be":[126,151,180],"for":[128,137],"typical":[130],"soil":[131],"construction":[133],"method,":[134],"obtained":[136],"column.":[141],"Then,":[142],"authors":[144,173],"illustrate":[145],"that":[146],"updated":[152],"incorporate":[154],"new":[155],"project-specific":[156],"information":[157],"as":[158],"becomes":[160],"available,":[161],"reducing":[162],"model\u2019s":[164],"improving":[167],"capability.":[170],"Finally,":[171],"show":[174],"how":[175],"incorporated":[181],"into":[182],"decision":[183],"making":[184],"under":[185],"through":[187],"application":[189],"risk":[191],"analyses.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
