{"id":"https://openalex.org/W4415225268","doi":"https://doi.org/10.1016/j.aei.2025.103932","title":"A knowledge- and data-driven framework for deformation prediction and control of shield tunneling below existing tunnels","display_name":"A knowledge- and data-driven framework for deformation prediction and control of shield tunneling below existing tunnels","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415225268","doi":"https://doi.org/10.1016/j.aei.2025.103932"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2025.103932","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103932","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/A5100947205","display_name":"Xianguo Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianguo Wu","raw_affiliation_strings":["School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044472384","display_name":"W. Li","orcid":"https://orcid.org/0000-0001-7579-4843"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjian Li","raw_affiliation_strings":["School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703334","display_name":"Tiejun Li","orcid":"https://orcid.org/0000-0003-1361-1014"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Li","raw_affiliation_strings":["School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032535494","display_name":"Zongbao Feng","orcid":"https://orcid.org/0000-0003-2401-2658"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongbao Feng","raw_affiliation_strings":["College of Public Administration, Huazhong Agricultural University, Wuhan 430070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Public Administration, Huazhong Agricultural University, Wuhan 430070, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070589436","display_name":"Feiming Su","orcid":"https://orcid.org/0009-0003-9429-1012"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feiming Su","raw_affiliation_strings":["School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356140","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-3064-0028"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210120234","display_name":"Zhongnan Hospital of Wuhan University","ror":"https://ror.org/01v5mqw79","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120234"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Economics and Management School of Wuhan University, Wuhan 430072, China","ZhongNan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China"],"raw_orcid":"https://orcid.org/0000-0003-3064-0028","affiliations":[{"raw_affiliation_string":"Economics and Management School of Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"ZhongNan Hospital of Wuhan University, Wuhan University, Wuhan 430071, China","institution_ids":["https://openalex.org/I4210120234","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070589436","https://openalex.org/A5100356140"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210120234","https://openalex.org/I47720641"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":6.6673,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97124771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"69","issue":null,"first_page":"103932","last_page":"103932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9997000098228455,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9994000196456909,"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/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.996999979019165,"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/shield","display_name":"Shield","score":0.7275999784469604},{"id":"https://openalex.org/keywords/quantum-tunnelling","display_name":"Quantum tunnelling","score":0.5618000030517578},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.54339998960495},{"id":"https://openalex.org/keywords/tunnel-boring-machine","display_name":"Tunnel boring machine","score":0.4814000129699707},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3628999888896942},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.3188999891281128}],"concepts":[{"id":"https://openalex.org/C138081364","wikidata":"https://www.wikidata.org/wiki/Q852013","display_name":"Shield","level":2,"score":0.7275999784469604},{"id":"https://openalex.org/C120398109","wikidata":"https://www.wikidata.org/wiki/Q175751","display_name":"Quantum tunnelling","level":2,"score":0.5618000030517578},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.54339998960495},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.49459999799728394},{"id":"https://openalex.org/C2987619373","wikidata":"https://www.wikidata.org/wiki/Q130617","display_name":"Tunnel boring machine","level":2,"score":0.4814000129699707},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.3698999881744385},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3693999946117401},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3628999888896942},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C59218005","wikidata":"https://www.wikidata.org/wiki/Q17027571","display_name":"Horizontal and vertical","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C108759981","wikidata":"https://www.wikidata.org/wiki/Q788590","display_name":"Authorization","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.28610000014305115},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2775999903678894},{"id":"https://openalex.org/C207269410","wikidata":"https://www.wikidata.org/wiki/Q595839","display_name":"Electronic stability control","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2025.103932","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103932","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1697488553","display_name":null,"funder_award_id":"51778262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6241571742","display_name":null,"funder_award_id":"72031009","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2559450745","https://openalex.org/W2736688739","https://openalex.org/W2803519184","https://openalex.org/W2884588340","https://openalex.org/W2944683518","https://openalex.org/W2997814214","https://openalex.org/W2998847955","https://openalex.org/W2999137246","https://openalex.org/W3097642163","https://openalex.org/W3215258277","https://openalex.org/W4200172184","https://openalex.org/W4212996802","https://openalex.org/W4224885849","https://openalex.org/W4288459182","https://openalex.org/W4297200810","https://openalex.org/W4300817349","https://openalex.org/W4308954086","https://openalex.org/W4311322289","https://openalex.org/W4313397428","https://openalex.org/W4323269181","https://openalex.org/W4362446421","https://openalex.org/W4362509433","https://openalex.org/W4382601960","https://openalex.org/W4383597123","https://openalex.org/W4385010428","https://openalex.org/W4385288339","https://openalex.org/W4387221988","https://openalex.org/W4388314633","https://openalex.org/W4390824079","https://openalex.org/W4390990475","https://openalex.org/W4391242087","https://openalex.org/W4391752722","https://openalex.org/W4392504706","https://openalex.org/W4393114445","https://openalex.org/W4394706232","https://openalex.org/W4396527674","https://openalex.org/W4399516571","https://openalex.org/W4399800813","https://openalex.org/W4399875753","https://openalex.org/W4399981440","https://openalex.org/W4400101975","https://openalex.org/W4400348517","https://openalex.org/W4400806276","https://openalex.org/W4401662295","https://openalex.org/W4402066881","https://openalex.org/W4402280257","https://openalex.org/W4402564822","https://openalex.org/W4402668758","https://openalex.org/W4402878428","https://openalex.org/W4402983806","https://openalex.org/W4403432010","https://openalex.org/W4403680538","https://openalex.org/W4404066008","https://openalex.org/W4404091681","https://openalex.org/W4404160918","https://openalex.org/W4404367840","https://openalex.org/W4404645843","https://openalex.org/W4404851038","https://openalex.org/W4405009447","https://openalex.org/W4405266787","https://openalex.org/W4405309568","https://openalex.org/W4405433613","https://openalex.org/W4405437902","https://openalex.org/W4405531724","https://openalex.org/W4405723657","https://openalex.org/W4405744251","https://openalex.org/W4405769182","https://openalex.org/W4406012021","https://openalex.org/W4406061960","https://openalex.org/W4406177765","https://openalex.org/W4406255674","https://openalex.org/W4407089611","https://openalex.org/W4408011483","https://openalex.org/W4408102091","https://openalex.org/W4408181301","https://openalex.org/W4408328165","https://openalex.org/W4410220643","https://openalex.org/W4410431744","https://openalex.org/W4411541890","https://openalex.org/W4411871140","https://openalex.org/W4414568516"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-10-16T00:00:00"}