{"id":"https://openalex.org/W7118003312","doi":"https://doi.org/10.1016/j.engappai.2025.113698","title":"Coordinated physics-integrated machine learning and its application in tunnel engineering","display_name":"Coordinated physics-integrated machine learning and its application in tunnel engineering","publication_year":2026,"publication_date":"2026-01-02","ids":{"openalex":"https://openalex.org/W7118003312","doi":"https://doi.org/10.1016/j.engappai.2025.113698"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2025.113698","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.113698","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"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":"Engineering Applications of Artificial Intelligence","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/A5085993318","display_name":"Shanglin Liu","orcid":"https://orcid.org/0000-0002-3630-0334"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanglin Liu","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121813795","display_name":"Minghui Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Ma","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121828276","display_name":"Cuixia Su","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133882","display_name":"China Railway Construction Corporation (China)","ror":"https://ror.org/03gyssm79","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210133882"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cuixia Su","raw_affiliation_strings":["Design and Research Institute of Tunneling Machine, China Railway Construction Heavy. Industry, Changsha, 410100, China"],"affiliations":[{"raw_affiliation_string":"Design and Research Institute of Tunneling Machine, China Railway Construction Heavy. Industry, Changsha, 410100, China","institution_ids":["https://openalex.org/I4210133882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121835683","display_name":"Qian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["National Key Laboratory of Vehicle Power System, Tianjin University, Tianjin, 300350, China","School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Vehicle Power System, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121822980","display_name":"Yilan Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilan Kang","raw_affiliation_strings":["School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tianjin University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5121835683"],"corresponding_institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00881979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"166","issue":null,"first_page":"113698","last_page":"113698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.8817999958992004,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.8817999958992004,"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.012299999594688416,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/stability","display_name":"Stability (learning theory)","score":0.546999990940094},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49970000982284546},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.40380001068115234},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.36070001125335693},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.34950000047683716},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.32510000467300415},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.31189998984336853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7858999967575073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6150000095367432},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5479000210762024},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.546999990940094},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49970000982284546},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.40380001068115234},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.34950000047683716},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3391000032424927},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.32510000467300415},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.31189998984336853},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.2838999927043915},{"id":"https://openalex.org/C48431260","wikidata":"https://www.wikidata.org/wiki/Q2318337","display_name":"Hydraulic cylinder","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C79420006","wikidata":"https://www.wikidata.org/wiki/Q533668","display_name":"Thrust","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.27410000562667847},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.2727999985218048},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2025.113698","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.113698","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"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":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1276972269","display_name":null,"funder_award_id":"12021002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3633230910","display_name":null,"funder_award_id":"12372186","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":33,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1980447751","https://openalex.org/W2031992652","https://openalex.org/W2078353958","https://openalex.org/W2151554678","https://openalex.org/W2158099522","https://openalex.org/W2899283552","https://openalex.org/W3003912395","https://openalex.org/W3004025539","https://openalex.org/W3104128335","https://openalex.org/W3163993681","https://openalex.org/W3180281962","https://openalex.org/W4285891006","https://openalex.org/W4287881770","https://openalex.org/W4300817349","https://openalex.org/W4306174207","https://openalex.org/W4306922425","https://openalex.org/W4308000713","https://openalex.org/W4311758700","https://openalex.org/W4311767166","https://openalex.org/W4318562492","https://openalex.org/W4386006685","https://openalex.org/W4387618516","https://openalex.org/W4390669434","https://openalex.org/W4394871048","https://openalex.org/W4397042712","https://openalex.org/W4398134795","https://openalex.org/W4399926700","https://openalex.org/W4407107420","https://openalex.org/W4407154368","https://openalex.org/W4407535701","https://openalex.org/W4408741579","https://openalex.org/W4408774194"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-02T00:00:00"}
