{"id":"https://openalex.org/W7154587847","doi":"https://doi.org/10.1016/j.ress.2026.112754","title":"Machine learning-assisted reliability assessment of main girder deflection in suspension bridges","display_name":"Machine learning-assisted reliability assessment of main girder deflection in suspension bridges","publication_year":2026,"publication_date":"2026-04-16","ids":{"openalex":"https://openalex.org/W7154587847","doi":"https://doi.org/10.1016/j.ress.2026.112754"},"language":"en","primary_location":{"id":"doi:10.1016/j.ress.2026.112754","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112754","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reliability Engineering & System Safety","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/A5133734604","display_name":"Xinhui Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhui Xiao","raw_affiliation_strings":["School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133819266","display_name":"Zhuo Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuo Liu","raw_affiliation_strings":["School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002596104","display_name":"Haiping Zhang","orcid":"https://orcid.org/0000-0003-4488-0030"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiping Zhang","raw_affiliation_strings":["School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China"],"raw_orcid":"https://orcid.org/0000-0003-4488-0030","affiliations":[{"raw_affiliation_string":"School of civil engineering, Hunan University of Technology, Zhuzhou, Hunan, 412007, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002596104"],"corresponding_institution_ids":["https://openalex.org/I49934816"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":6.2675,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.96662216,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"275","issue":null,"first_page":"112754","last_page":"112754"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.5047000050544739,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.5047000050544739,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.0851999968290329,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10396","display_name":"Fatigue and fracture mechanics","score":0.07530000060796738,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/deflection","display_name":"Deflection (physics)","score":0.6474999785423279},{"id":"https://openalex.org/keywords/girder","display_name":"Girder","score":0.5748999714851379},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4844000041484833},{"id":"https://openalex.org/keywords/suspension","display_name":"Suspension (topology)","score":0.40290001034736633},{"id":"https://openalex.org/keywords/structural-reliability","display_name":"Structural reliability","score":0.3100000023841858}],"concepts":[{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.692300021648407},{"id":"https://openalex.org/C2781355719","wikidata":"https://www.wikidata.org/wiki/Q2080698","display_name":"Deflection (physics)","level":2,"score":0.6474999785423279},{"id":"https://openalex.org/C196316656","wikidata":"https://www.wikidata.org/wiki/Q1371480","display_name":"Girder","level":2,"score":0.5748999714851379},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4844000041484833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4699000120162964},{"id":"https://openalex.org/C105341887","wikidata":"https://www.wikidata.org/wiki/Q1307987","display_name":"Suspension (topology)","level":3,"score":0.40290001034736633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3808000087738037},{"id":"https://openalex.org/C2987092418","wikidata":"https://www.wikidata.org/wiki/Q62517323","display_name":"Structural reliability","level":3,"score":0.3100000023841858},{"id":"https://openalex.org/C2993185017","wikidata":"https://www.wikidata.org/wiki/Q1055465","display_name":"Girder bridge","level":3,"score":0.3093999922275543},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2782999873161316}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ress.2026.112754","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112754","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Reliability Engineering & System Safety","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5096974968910217}],"awards":[{"id":"https://openalex.org/G1888882765","display_name":null,"funder_award_id":"52478435","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2003234049","display_name":null,"funder_award_id":"52408175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2784744544","display_name":null,"funder_award_id":"23A0435","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4183877582","display_name":null,"funder_award_id":"2023JJ50188","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G480173594","display_name":null,"funder_award_id":"2024JJ6208","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5740314440","display_name":null,"funder_award_id":"52178108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5950506068","display_name":null,"funder_award_id":"52478128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G71230949","display_name":null,"funder_award_id":"2024JJ7131","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7600335281","display_name":null,"funder_award_id":"23B0575","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7914292562","display_name":null,"funder_award_id":"22B0567","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G8020352257","display_name":null,"funder_award_id":"24B0534","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2132603129","https://openalex.org/W2793254350","https://openalex.org/W2891940797","https://openalex.org/W2896360203","https://openalex.org/W2898733155","https://openalex.org/W2912946025","https://openalex.org/W3157870212","https://openalex.org/W3206923989","https://openalex.org/W4304889432","https://openalex.org/W4318823242","https://openalex.org/W4381033641","https://openalex.org/W4386796588","https://openalex.org/W4387229336","https://openalex.org/W4396716633","https://openalex.org/W4399786965","https://openalex.org/W4400387201","https://openalex.org/W4400854960","https://openalex.org/W4401503940","https://openalex.org/W4403563636","https://openalex.org/W4405662757","https://openalex.org/W4406738671","https://openalex.org/W4406863040","https://openalex.org/W4407196247","https://openalex.org/W4408165261","https://openalex.org/W4411116673","https://openalex.org/W4411921091","https://openalex.org/W4412701792","https://openalex.org/W4415383196","https://openalex.org/W7124169332"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-04-17T00:00:00"}