{"id":"https://openalex.org/W4415945168","doi":"https://doi.org/10.1016/j.ress.2026.112752","title":"An active learning method combining Reliability Analysis Transformer and attention-based sampling for high-dimensional reliability analysis","display_name":"An active learning method combining Reliability Analysis Transformer and attention-based sampling for high-dimensional reliability analysis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415945168","doi":"https://doi.org/10.1016/j.ress.2026.112752"},"language":"en","primary_location":{"id":"doi:10.1016/j.ress.2026.112752","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112752","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 &amp; System Safety","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5709802","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100379272","display_name":"Li Chen","orcid":"https://orcid.org/0000-0002-6915-6041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Chen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399051","display_name":"Zhaojun Liu","orcid":"https://orcid.org/0000-0002-7746-2786"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaojun Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047790394","display_name":"Qiong Wu","orcid":"https://orcid.org/0000-0002-6359-6492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiong Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5035974221","display_name":"Tianxiao Zhang","orcid":"https://orcid.org/0000-0002-8382-5934"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianxiao Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":0.28258502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"275","issue":null,"first_page":"112752","last_page":"112752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.1370999962091446,"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":0.1370999962091446,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.11270000040531158,"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":0.05040000006556511,"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/reliability","display_name":"Reliability (semiconductor)","score":0.5307000279426575},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4302000105381012},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4300999939441681},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.3456000089645386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5861999988555908},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5307000279426575},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4772000014781952},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4302000105381012},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4300999939441681},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.3456000089645386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27950000762939453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25929999351501465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24529999494552612},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.21930000185966492}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ress.2026.112752","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2026.112752","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 &amp; System Safety","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.5709802","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5709802","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5709802","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5709802","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1125736894","display_name":null,"funder_award_id":"52372424","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1972955129","https://openalex.org/W1979547539","https://openalex.org/W1982682305","https://openalex.org/W1984516949","https://openalex.org/W1993217303","https://openalex.org/W2005721471","https://openalex.org/W2007535697","https://openalex.org/W2013114055","https://openalex.org/W2035985535","https://openalex.org/W2046207241","https://openalex.org/W2053469438","https://openalex.org/W2066722671","https://openalex.org/W2163490846","https://openalex.org/W2178011284","https://openalex.org/W2222542255","https://openalex.org/W2277932843","https://openalex.org/W2317659929","https://openalex.org/W2337712807","https://openalex.org/W2613998298","https://openalex.org/W2731103645","https://openalex.org/W2757101479","https://openalex.org/W2757374624","https://openalex.org/W2894538721","https://openalex.org/W2922708526","https://openalex.org/W2938284615","https://openalex.org/W2962870214","https://openalex.org/W2988968426","https://openalex.org/W3000409346","https://openalex.org/W3005650655","https://openalex.org/W3008933784","https://openalex.org/W3015952220","https://openalex.org/W3064058298","https://openalex.org/W3068642199","https://openalex.org/W3107207969","https://openalex.org/W3176076094","https://openalex.org/W3203235190","https://openalex.org/W4200391815","https://openalex.org/W4214871755","https://openalex.org/W4226512186","https://openalex.org/W4247680473","https://openalex.org/W4250317875","https://openalex.org/W4296143362","https://openalex.org/W4313830506","https://openalex.org/W4318320854","https://openalex.org/W4319787768","https://openalex.org/W4362619732","https://openalex.org/W4383262565","https://openalex.org/W4387150615","https://openalex.org/W4387358066","https://openalex.org/W4388247488","https://openalex.org/W4388742309","https://openalex.org/W4388948483","https://openalex.org/W4393178899","https://openalex.org/W4394852455","https://openalex.org/W4400275479","https://openalex.org/W4405859426","https://openalex.org/W4405957332","https://openalex.org/W4409224742","https://openalex.org/W4410030358","https://openalex.org/W4411048846","https://openalex.org/W4412792803","https://openalex.org/W4413098981","https://openalex.org/W4413271879"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-11-06T00:00:00"}
