{"id":"https://openalex.org/W7147361920","doi":"https://doi.org/10.1016/j.aei.2026.104635","title":"LDS-former: A lightweight dual-stream transformer for real-time acoustic emission monitoring of crack evolution in offshore steel structures","display_name":"LDS-former: A lightweight dual-stream transformer for real-time acoustic emission monitoring of crack evolution in offshore steel structures","publication_year":2026,"publication_date":"2026-03-31","ids":{"openalex":"https://openalex.org/W7147361920","doi":"https://doi.org/10.1016/j.aei.2026.104635"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2026.104635","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104635","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"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":"Advanced Engineering Informatics","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/A5132628312","display_name":"Yuchen Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Lu","raw_affiliation_strings":["Yantai Research Institute, Harbin Engineering University, Yantai 264005, China"],"affiliations":[{"raw_affiliation_string":"Yantai Research Institute, Harbin Engineering University, Yantai 264005, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132719769","display_name":"Zhenhao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhao Zhu","raw_affiliation_strings":["Yantai Research Institute, Harbin Engineering University, Yantai 264005, China"],"affiliations":[{"raw_affiliation_string":"Yantai Research Institute, Harbin Engineering University, Yantai 264005, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355213","display_name":"Yifei Li","orcid":"https://orcid.org/0000-0001-6238-8176"},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Li","raw_affiliation_strings":["School of Engineering, Huzhou University, Huzhou 313000, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Huzhou University, Huzhou 313000, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338921","display_name":"Huan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbing Liu","raw_affiliation_strings":["Yantai Research Institute, Harbin Engineering University, Yantai 264005, China"],"affiliations":[{"raw_affiliation_string":"Yantai Research Institute, Harbin Engineering University, Yantai 264005, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061646749","display_name":"Jingjin Hou","orcid":"https://orcid.org/0009-0009-7483-7616"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiufan Hou","raw_affiliation_strings":["Yantai Research Institute, Harbin Engineering University, Yantai 264005, China"],"affiliations":[{"raw_affiliation_string":"Yantai Research Institute, Harbin Engineering University, Yantai 264005, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129664565","display_name":"Chunyu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyu Zhou","raw_affiliation_strings":["Yantai Research Institute, Harbin Engineering University, Yantai 264005, China"],"affiliations":[{"raw_affiliation_string":"Yantai Research Institute, Harbin Engineering University, Yantai 264005, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5132715945","display_name":"M.Abdel Wahab","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE","SI"],"is_corresponding":false,"raw_author_name":"M.Abdel Wahab","raw_affiliation_strings":["Parallel and Distributed Systems Laboratory, Jo\u017eef Stefan Institute, Jamova cesta 39, Ljubljana SI-1000, Slovenia","Soete Laboratory, Department of Electrical Energy, Metals, Mechanical Constructions, and Systems, Faculty of Engineering and Architecture, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Parallel and Distributed Systems Laboratory, Jo\u017eef Stefan Institute, Jamova cesta 39, Ljubljana SI-1000, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Soete Laboratory, Department of Electrical Energy, Metals, Mechanical Constructions, and Systems, Faculty of Engineering and Architecture, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100338921"],"corresponding_institution_ids":["https://openalex.org/I18452120"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77428434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"104635","last_page":"104635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.25929999351501465,"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"}},"topics":[{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.25929999351501465,"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"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.18729999661445618,"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":0.0989999994635582,"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/acoustic-emission","display_name":"Acoustic emission","score":0.6205000281333923},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.4562000036239624},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3849000036716461},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3635999858379364},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.35010001063346863},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.3476000130176544},{"id":"https://openalex.org/keywords/leading-edge","display_name":"Leading edge","score":0.337799996137619},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.33739998936653137}],"concepts":[{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.6205000281333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931000113487244},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.4562000036239624},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.35010001063346863},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3450999855995178},{"id":"https://openalex.org/C2779570065","wikidata":"https://www.wikidata.org/wiki/Q1754137","display_name":"Leading edge","level":2,"score":0.337799996137619},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3149000108242035},{"id":"https://openalex.org/C162284963","wikidata":"https://www.wikidata.org/wiki/Q17106102","display_name":"Submarine pipeline","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.29820001125335693},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2847999930381775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28369998931884766},{"id":"https://openalex.org/C56529433","wikidata":"https://www.wikidata.org/wiki/Q626700","display_name":"Nondestructive testing","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.260699987411499},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25220000743865967}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.aei.2026.104635","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104635","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"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":"Advanced Engineering Informatics","raw_type":"journal-article"},{"id":"pmh:oai:archive.ugent.be:01KN410ZAMS4J68293PTBPAEGN","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01KN410ZAMS4J68293PTBPAEGN","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1873-5320","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6497460007667542,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1989012043","https://openalex.org/W2155787183","https://openalex.org/W2809858791","https://openalex.org/W3122132656","https://openalex.org/W4220995552","https://openalex.org/W4283459038","https://openalex.org/W4313443949","https://openalex.org/W4361222181","https://openalex.org/W4368352560","https://openalex.org/W4376868925","https://openalex.org/W4378530183","https://openalex.org/W4383337431","https://openalex.org/W4385262379","https://openalex.org/W4385652500","https://openalex.org/W4386193242","https://openalex.org/W4386397973","https://openalex.org/W4387443578","https://openalex.org/W4387641425","https://openalex.org/W4387765942","https://openalex.org/W4388994666","https://openalex.org/W4389288683","https://openalex.org/W4390843305","https://openalex.org/W4395050256","https://openalex.org/W4398763664","https://openalex.org/W4399043469","https://openalex.org/W4411872325","https://openalex.org/W4412085936","https://openalex.org/W4412942483","https://openalex.org/W4413578428","https://openalex.org/W4413802319","https://openalex.org/W4414224178","https://openalex.org/W4415985970","https://openalex.org/W4416662593","https://openalex.org/W4417482611","https://openalex.org/W7101390280","https://openalex.org/W7117140899","https://openalex.org/W7127918150"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2026-04-02T00:00:00"}
