{"id":"https://openalex.org/W2652401161","doi":"https://doi.org/10.1016/j.ymssp.2017.06.017","title":"Model selection and parameter estimation in structural dynamics using approximate Bayesian computation","display_name":"Model selection and parameter estimation in structural dynamics using approximate Bayesian computation","publication_year":2017,"publication_date":"2017-06-26","ids":{"openalex":"https://openalex.org/W2652401161","doi":"https://doi.org/10.1016/j.ymssp.2017.06.017","mag":"2652401161"},"language":"en","primary_location":{"id":"doi:10.1016/j.ymssp.2017.06.017","doi":"https://doi.org/10.1016/j.ymssp.2017.06.017","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2017.06.017","pdf_url":null,"source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ymssp.2017.06.017","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107232399","display_name":"Anis Ben Abdessalem","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Anis Ben Abdessalem","raw_affiliation_strings":["LARIS - Laboratoire Angevin de Recherche en Ing\u00e9nierie des Syst\u00e8mes (Universit\u00e9 d'Angers, LARIS | Polytech Angers, 62 Avenue Notre Dame du Lac - 49000 Angers - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARIS - Laboratoire Angevin de Recherche en Ing\u00e9nierie des Syst\u00e8mes (Universit\u00e9 d'Angers, LARIS | Polytech Angers, 62 Avenue Notre Dame du Lac - 49000 Angers - France)","institution_ids":["https://openalex.org/I49451733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013990293","display_name":"Nikolaos Dervilis","orcid":"https://orcid.org/0000-0002-5712-7323","observed_orcids":["https://orcid.org/0000-0002-5712-7323"]},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikolaos Dervilis","raw_affiliation_strings":["Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064576675","display_name":"David Wagg","orcid":"https://orcid.org/0000-0002-7266-2105","observed_orcids":["https://orcid.org/0000-0002-7266-2105"]},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Wagg","raw_affiliation_strings":["Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017996489","display_name":"Keith Worden","orcid":"https://orcid.org/0000-0002-1035-238X","observed_orcids":["https://orcid.org/0000-0002-1035-238X"]},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keith Worden","raw_affiliation_strings":["Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dynamics Research Group, Department of Mechanical Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, United Kingdom","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield [Sheffield] (Western Bank Sheffield S10 2TN - Royaume-Uni)","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107232399"],"corresponding_institution_ids":["https://openalex.org/I49451733"],"apc_list":{"value":4730,"currency":"USD","value_usd":4730},"apc_paid":{"value":2714,"currency":"EUR","value_usd":2927},"fwci":4.5862,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.96677583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"99","issue":null,"first_page":"306","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.4325999915599823,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.4325999915599823,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.2824999988079071,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.22769999504089355,"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/approximate-bayesian-computation","display_name":"approximate Bayesian computation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/model-selection","display_name":"model selection","score":0.9399999976158142},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.9890000224113464},{"id":"https://openalex.org/keywords/structural-dynamics","display_name":"structural dynamics","score":0.996999979019165},{"id":"https://openalex.org/keywords/simulation-based-inference","display_name":"simulation-based inference","score":0.8009999990463257},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"nonlinear system identification","score":0.8730000257492065},{"id":"https://openalex.org/keywords/summary-statistics","display_name":"summary statistics","score":0.8040000200271606},{"id":"https://openalex.org/keywords/bouc-wen-model","display_name":"Bouc-Wen model","score":0.9419999718666077},{"id":"https://openalex.org/keywords/duffing-oscillator","display_name":"Duffing oscillator","score":1.0}],"concepts":[{"id":"https://openalex.org/C2779377595","wikidata":"https://www.wikidata.org/wiki/Q21045424","display_name":"Approximate Bayesian computation","level":3,"score":0.8439401984214783},{"id":"https://openalex.org/C89106044","wikidata":"https://www.wikidata.org/wiki/Q45284","display_name":"Likelihood function","level":3,"score":0.6049768328666687},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5970644950866699},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.5388583540916443},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5201606750488281},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5138871669769287},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5125584602355957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5108170509338379},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5080118179321289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4634897708892822},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4577646553516388},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.43098723888397217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3971092998981476},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36494994163513184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2330276370048523},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.ymssp.2017.06.017","doi":"https://doi.org/10.1016/j.ymssp.2017.06.017","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2017.06.017","pdf_url":null,"source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:118152","doi":null,"is_oa":false,"landing_page_url":"http://eprints.whiterose.ac.uk/118152/11/1-s2.0-S0888327017303321-main.pdf","pdf_url":"http://eprints.whiterose.ac.uk/118152/11/1-s2.0-S0888327017303321-main.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:HAL:hal-02527901v1","doi":null,"is_oa":false,"landing_page_url":"https://univ-angers.hal.science/hal-02527901","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.sciencedirect.com/science/article/pii/S0888327017303321","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.ymssp.2017.06.017","doi":"https://doi.org/10.1016/j.ymssp.2017.06.017","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ymssp.2017.06.017","pdf_url":null,"source":{"id":"https://openalex.org/S128368299","display_name":"Mechanical Systems and Signal Processing","issn_l":"0888-3270","issn":["0888-3270","1096-1216"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-3","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mechanical Systems and Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6138783839","display_name":"Engineering Nonlinearity","funder_award_id":"EP/K003836/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8985883056","display_name":null,"funder_award_id":"EP/K003836/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W308140540","https://openalex.org/W938483330","https://openalex.org/W1508147193","https://openalex.org/W1569822278","https://openalex.org/W1969203123","https://openalex.org/W1971530330","https://openalex.org/W1971722701","https://openalex.org/W1974378874","https://openalex.org/W1990119892","https://openalex.org/W1993729223","https://openalex.org/W1999091229","https://openalex.org/W2005049310","https://openalex.org/W2010722234","https://openalex.org/W2016825610","https://openalex.org/W2023428028","https://openalex.org/W2041114391","https://openalex.org/W2043357856","https://openalex.org/W2045973738","https://openalex.org/W2047830821","https://openalex.org/W2049896087","https://openalex.org/W2054282473","https://openalex.org/W2058815839","https://openalex.org/W2067392831","https://openalex.org/W2071039496","https://openalex.org/W2077132615","https://openalex.org/W2097311910","https://openalex.org/W2106706098","https://openalex.org/W2111787305","https://openalex.org/W2116689067","https://openalex.org/W2123838014","https://openalex.org/W2126351705","https://openalex.org/W2126736494","https://openalex.org/W2146855196","https://openalex.org/W2152246075","https://openalex.org/W2160255741","https://openalex.org/W2168517434","https://openalex.org/W2169349514","https://openalex.org/W2513205244","https://openalex.org/W2540628998","https://openalex.org/W2588697246","https://openalex.org/W4211177544","https://openalex.org/W4231491688","https://openalex.org/W4252386822","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2810542522","https://openalex.org/W2906919527","https://openalex.org/W2948732531","https://openalex.org/W2540628998","https://openalex.org/W2736297450","https://openalex.org/W2520128480","https://openalex.org/W4393337065","https://openalex.org/W7118956178","https://openalex.org/W2755197203","https://openalex.org/W2152246075"],"abstract_inverted_index":{"This":[0],"paper":[1],"will":[2],"introduce":[3],"the":[4,7,30,46,49,59,62,68,79,89,109,113],"use":[5,71],"of":[6,48,61,78,88,101],"approximate":[8],"Bayesian":[9,84],"computation":[10],"(ABC)":[11],"algorithm":[12,66,90],"for":[13,136],"model":[14,56,111,129],"selection":[15,130],"and":[16,74,106,112,131],"parameter":[17,132],"estimation":[18,133],"in":[19,40,91],"structural":[20,92],"dynamics.":[21],"ABC":[22,63,121],"is":[23,33,57,94,122],"a":[24,41,54,123],"likelihood-free":[25],"method":[26],"typically":[27],"used":[28],"when":[29],"likelihood":[31,50],"function":[32],"either":[34],"intractable":[35],"or":[36],"cannot":[37],"be":[38],"approached":[39],"closed":[42],"form.":[43],"To":[44],"circumvent":[45],"evaluation":[47],"function,":[51],"simulation":[52],"from":[53],"forward":[55],"at":[58],"core":[60],"algorithm.":[64],"The":[65,86,116],"offers":[67],"possibility":[69],"to":[70,81,126],"different":[72,98],"metrics":[73],"summary":[75],"statistics":[76],"representative":[77],"data":[80],"carry":[82],"out":[83],"inference.":[85],"efficacy":[87],"dynamics":[93],"demonstrated":[95],"through":[96],"three":[97],"illustrative":[99],"examples":[100],"nonlinear":[102],"system":[103],"identification:":[104],"cubic":[105],"cubic-quintic":[107],"models,":[108],"Bouc-Wen":[110],"Duffing":[114],"oscillator.":[115],"obtained":[117],"results":[118],"suggest":[119],"that":[120],"promising":[124],"alternative":[125],"deal":[127],"with":[128,138],"issues,":[134],"specifically":[135],"systems":[137],"complex":[139],"behaviours.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2017-06-30T00:00:00"}