{"id":"https://openalex.org/W7164036874","doi":"https://doi.org/10.1016/j.ress.2026.113016","title":"A physics-informed multivariate ensemble framework for seismic fragility of shield tunnels with heteroscedastic and non-Gaussian demands","display_name":"A physics-informed multivariate ensemble framework for seismic fragility of shield tunnels with heteroscedastic and non-Gaussian demands","publication_year":2026,"publication_date":"2026-06-09","ids":{"openalex":"https://openalex.org/W7164036874","doi":"https://doi.org/10.1016/j.ress.2026.113016"},"language":"en","primary_location":{"id":"doi:10.1016/j.ress.2026.113016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.113016","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/A5138207825","display_name":"Peng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138269214","display_name":"Zude Ding","orcid":"https://orcid.org/0009-0009-4297-1028"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zude Ding","raw_affiliation_strings":["Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China"],"raw_orcid":"https://orcid.org/0009-0009-4297-1028","affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138274461","display_name":"Dan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130009","display_name":"Shenzhen Institute of Building Research (China)","ror":"https://ror.org/039vzrf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210130009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Zhao","raw_affiliation_strings":["Shenzhen Municiple Design & research Institute Co., Ltd., Shenzhen 518029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Municiple Design & research Institute Co., Ltd., Shenzhen 518029, China","institution_ids":["https://openalex.org/I4210130009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025277124","display_name":"Shunguo Wang","orcid":"https://orcid.org/0000-0001-6573-840X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunguo Wang","raw_affiliation_strings":["Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming, 650500, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075784380","display_name":"Hao Zi","orcid":"https://orcid.org/0000-0001-9631-7800"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Zi","raw_affiliation_strings":["China Energy Engineering Group Yunnan Electric Power Design Institute Co., Ltd., Kunming 650051, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Energy Engineering Group Yunnan Electric Power Design Institute Co., Ltd., Kunming 650051, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5138269214"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":{"value":4190,"currency":"USD","value_usd":4190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73409903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"277","issue":null,"first_page":"113016","last_page":"113016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.28279998898506165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.28279998898506165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.0982000008225441,"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/T10160","display_name":"Seismic Performance and Analysis","score":0.08969999849796295,"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/fragility","display_name":"Fragility","score":0.8895999789237976},{"id":"https://openalex.org/keywords/shield","display_name":"Shield","score":0.8111000061035156},{"id":"https://openalex.org/keywords/heteroscedasticity","display_name":"Heteroscedasticity","score":0.6344000101089478},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4871000051498413}],"concepts":[{"id":"https://openalex.org/C80191262","wikidata":"https://www.wikidata.org/wiki/Q5477668","display_name":"Fragility","level":2,"score":0.8895999789237976},{"id":"https://openalex.org/C138081364","wikidata":"https://www.wikidata.org/wiki/Q852013","display_name":"Shield","level":2,"score":0.8111000061035156},{"id":"https://openalex.org/C101104100","wikidata":"https://www.wikidata.org/wiki/Q1063540","display_name":"Heteroscedasticity","level":2,"score":0.6344000101089478},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5515999794006348},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4871000051498413},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.40779998898506165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31119999289512634},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.275299996137619},{"id":"https://openalex.org/C8128475","wikidata":"https://www.wikidata.org/wiki/Q6015423","display_name":"Incremental Dynamic Analysis","level":3,"score":0.26269999146461487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ress.2026.113016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.113016","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/13","display_name":"Climate action","score":0.4877625107765198},{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.4045984148979187}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2001097226","https://openalex.org/W2065523689","https://openalex.org/W2081287822","https://openalex.org/W2085356046","https://openalex.org/W2137917243","https://openalex.org/W2154065358","https://openalex.org/W2338037584","https://openalex.org/W2567004763","https://openalex.org/W2760896800","https://openalex.org/W2804772419","https://openalex.org/W2951307497","https://openalex.org/W2955754037","https://openalex.org/W3005927013","https://openalex.org/W3007387047","https://openalex.org/W3087029748","https://openalex.org/W3136537473","https://openalex.org/W3157995265","https://openalex.org/W3162695888","https://openalex.org/W3163993681","https://openalex.org/W3171838279","https://openalex.org/W3175094115","https://openalex.org/W3175582189","https://openalex.org/W3199088976","https://openalex.org/W3216324153","https://openalex.org/W4229331830","https://openalex.org/W4280630150","https://openalex.org/W4313612956","https://openalex.org/W4323655619","https://openalex.org/W4372329762","https://openalex.org/W4385657625","https://openalex.org/W4385828135","https://openalex.org/W4387835412","https://openalex.org/W4390465631","https://openalex.org/W4390645050","https://openalex.org/W4399586648","https://openalex.org/W4404066065","https://openalex.org/W4404290462","https://openalex.org/W4404835071","https://openalex.org/W4407723032","https://openalex.org/W4409535210","https://openalex.org/W4411202031","https://openalex.org/W4417482605","https://openalex.org/W7115571994","https://openalex.org/W7133497235"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-06-10T00:00:00"}