{"id":"https://openalex.org/W4409564070","doi":"https://doi.org/10.1007/s00158-025-03992-2","title":"Active learning Kriging approach for creep-fatigue reliability assessment of turbine disk","display_name":"Active learning Kriging approach for creep-fatigue reliability assessment of turbine disk","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W4409564070","doi":"https://doi.org/10.1007/s00158-025-03992-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00158-025-03992-2","doi":"https://doi.org/10.1007/s00158-025-03992-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00158-025-03992-2","pdf_url":null,"source":{"id":"https://openalex.org/S48050435","display_name":"Structural and Multidisciplinary Optimization","issn_l":"1615-147X","issn":["1615-147X","1615-1488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural and Multidisciplinary Optimization","raw_type":"journal-article"},"volume":null,"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/A5001841464","display_name":"Ying Huang","orcid":"https://orcid.org/0000-0003-0115-4581","observed_orcids":["https://orcid.org/0000-0003-0115-4581"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Huang","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101986273","display_name":"Jianguo Zhang","orcid":"https://orcid.org/0000-0002-4651-4803","observed_orcids":["https://orcid.org/0000-0002-4651-4803"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianguo Zhang","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661566","display_name":"Bowei Wang","orcid":"https://orcid.org/0009-0000-2578-8138","observed_orcids":["https://orcid.org/0009-0000-2578-8138"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowei Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061528544","display_name":"Lu-Kai Song","orcid":"https://orcid.org/0000-0003-1571-7998","observed_orcids":["https://orcid.org/0000-0003-1571-7998","https://orcid.org/0009-0004-3053-6858"]},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Lukai Song","raw_affiliation_strings":["Department of Mechanical Engineering, Hong Kong Polytechnic University, Hong Kong, 100872, China","Research Institute of Aero-Engine, Beihang University, Beijing, 102206, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Hong Kong Polytechnic University, Hong Kong, 100872, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Research Institute of Aero-Engine, Beihang University, Beijing, 102206, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067301003","display_name":"Yanxu Wei","orcid":"https://orcid.org/0000-0001-9293-3649","observed_orcids":["https://orcid.org/0000-0001-9293-3649"]},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxu Wei","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100441739","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0003-0192-5956","observed_orcids":["https://orcid.org/0000-0003-0192-5956","https://orcid.org/0000-0002-9743-1063"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101986273"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":null,"fwci":6.4308,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97399165,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"68","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.95169997215271,"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"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.95169997215271,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.014100000262260437,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.013500000350177288,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/active-learning-machine-learning","display_name":"active learning (machine learning)","score":0.5839999914169312},{"id":"https://openalex.org/keywords/kriging","display_name":"kriging","score":0.7889999747276306},{"id":"https://openalex.org/keywords/turbine-disk","display_name":"turbine disk","score":0.9850000143051147},{"id":"https://openalex.org/keywords/aircraft-engine-components","display_name":"aircraft engine components","score":0.8119999766349792},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.5669999718666077},{"id":"https://openalex.org/keywords/reliability-analysis","display_name":"reliability analysis","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C149912024","wikidata":"https://www.wikidata.org/wiki/Q462188","display_name":"Creep","level":2,"score":0.7237503528594971},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6970374584197998},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6559094190597534},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5988516211509705},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.5164391994476318},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.44385841488838196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40779441595077515},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.38113275170326233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36818206310272217},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3658781051635742},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3189235329627991},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17729753255844116},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12601405382156372},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10566559433937073},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00158-025-03992-2","doi":"https://doi.org/10.1007/s00158-025-03992-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00158-025-03992-2","pdf_url":null,"source":{"id":"https://openalex.org/S48050435","display_name":"Structural and Multidisciplinary Optimization","issn_l":"1615-147X","issn":["1615-147X","1615-1488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural and Multidisciplinary Optimization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1166297994","display_name":null,"funder_award_id":"52375139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3811406870","display_name":null,"funder_award_id":"52105136","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4468205572","display_name":null,"funder_award_id":"2021YFB1715000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7348943366","display_name":null,"funder_award_id":"52205164","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1030614780","https://openalex.org/W1981524362","https://openalex.org/W1985859516","https://openalex.org/W1991224261","https://openalex.org/W2003166389","https://openalex.org/W2007535697","https://openalex.org/W2014946109","https://openalex.org/W2024625975","https://openalex.org/W2028031385","https://openalex.org/W2060203194","https://openalex.org/W2090261070","https://openalex.org/W2091934641","https://openalex.org/W2096285034","https://openalex.org/W2139145565","https://openalex.org/W2335755017","https://openalex.org/W2520879866","https://openalex.org/W2607840364","https://openalex.org/W2747743000","https://openalex.org/W2757662287","https://openalex.org/W2773424288","https://openalex.org/W2810860532","https://openalex.org/W2890406236","https://openalex.org/W2896294384","https://openalex.org/W2898079602","https://openalex.org/W2899638679","https://openalex.org/W2902112315","https://openalex.org/W2903771171","https://openalex.org/W2908794637","https://openalex.org/W2912173994","https://openalex.org/W2914343388","https://openalex.org/W2963105841","https://openalex.org/W2970041241","https://openalex.org/W2978497776","https://openalex.org/W2980133753","https://openalex.org/W2984163149","https://openalex.org/W3002053017","https://openalex.org/W3011321148","https://openalex.org/W3034450380","https://openalex.org/W3045241290","https://openalex.org/W3062658395","https://openalex.org/W3094908726","https://openalex.org/W3096028213","https://openalex.org/W3099260750","https://openalex.org/W3108173890","https://openalex.org/W3120482220","https://openalex.org/W3122456505","https://openalex.org/W3130974288","https://openalex.org/W3132485542","https://openalex.org/W3201268225","https://openalex.org/W4213309317","https://openalex.org/W4220764014","https://openalex.org/W4224015236","https://openalex.org/W4225395004","https://openalex.org/W4280500442","https://openalex.org/W4289260246","https://openalex.org/W4289861294","https://openalex.org/W4293073940","https://openalex.org/W4296143362","https://openalex.org/W4307907171","https://openalex.org/W4308104729","https://openalex.org/W4308494250","https://openalex.org/W4313577065","https://openalex.org/W4315651014","https://openalex.org/W4382936872","https://openalex.org/W4383677244","https://openalex.org/W4384340293","https://openalex.org/W4386041707","https://openalex.org/W4391134195","https://openalex.org/W4393291811"],"related_works":["https://openalex.org/W2978497776","https://openalex.org/W3008997681","https://openalex.org/W3044143874","https://openalex.org/W7161605215","https://openalex.org/W4400363824","https://openalex.org/W4385781754","https://openalex.org/W2913885746","https://openalex.org/W4319588288","https://openalex.org/W2007535697","https://openalex.org/W4320492502"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2025-04-18T00:00:00"}
