{"id":"https://openalex.org/W4389692506","doi":"https://doi.org/10.1109/tits.2023.3339301","title":"Recognition and Prediction of Safety Pattern for Tunnel Face of Shield Tunneling","display_name":"Recognition and Prediction of Safety Pattern for Tunnel Face of Shield Tunneling","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4389692506","doi":"https://doi.org/10.1109/tits.2023.3339301"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2023.3339301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3339301","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","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/A5101422944","display_name":"Jinyu Zhang","orcid":"https://orcid.org/0000-0003-3102-7700"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyu Zhang","raw_affiliation_strings":["School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3102-7700","affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610202","display_name":"Yijie Zhang","orcid":"https://orcid.org/0009-0000-7488-0432"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Zhang","raw_affiliation_strings":["College of Preventive Medic, Army Medical University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Preventive Medic, Army Medical University, Chongqing, China","institution_ids":["https://openalex.org/I151075929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070028990","display_name":"Mengru Shen","orcid":"https://orcid.org/0000-0002-9683-117X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengru Shen","raw_affiliation_strings":["School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9683-117X","affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053834931","display_name":"Dingli Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingli Zhang","raw_affiliation_strings":["School of Civil Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3776,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60606276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"25","issue":"6","first_page":"5071","last_page":"5084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9983999729156494,"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/T12233","display_name":"Geotechnical Engineering and Underground Structures","score":0.9958000183105469,"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/terzaghis-principle","display_name":"Terzaghi's principle","score":0.7700038552284241},{"id":"https://openalex.org/keywords/arch","display_name":"Arch","score":0.7354780435562134},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5505750179290771},{"id":"https://openalex.org/keywords/quantum-tunnelling","display_name":"Quantum tunnelling","score":0.5341305732727051},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5292757749557495},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.4726014733314514},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4688884913921356},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4537128210067749},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.44405949115753174},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4309203624725342},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42346689105033875},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.4100109338760376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32791668176651},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.32741016149520874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3201388716697693},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.2970921993255615},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.2822442948818207},{"id":"https://openalex.org/keywords/excavation","display_name":"Excavation","score":0.23440593481063843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2085094153881073},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13584908843040466}],"concepts":[{"id":"https://openalex.org/C147903338","wikidata":"https://www.wikidata.org/wiki/Q7705385","display_name":"Terzaghi's principle","level":3,"score":0.7700038552284241},{"id":"https://openalex.org/C11312509","wikidata":"https://www.wikidata.org/wiki/Q12277","display_name":"Arch","level":2,"score":0.7354780435562134},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5505750179290771},{"id":"https://openalex.org/C120398109","wikidata":"https://www.wikidata.org/wiki/Q175751","display_name":"Quantum tunnelling","level":2,"score":0.5341305732727051},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5292757749557495},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4726014733314514},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4688884913921356},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4537128210067749},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.44405949115753174},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4309203624725342},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42346689105033875},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.4100109338760376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32791668176651},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.32741016149520874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3201388716697693},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2970921993255615},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.2822442948818207},{"id":"https://openalex.org/C31858485","wikidata":"https://www.wikidata.org/wiki/Q959782","display_name":"Excavation","level":2,"score":0.23440593481063843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2085094153881073},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13584908843040466},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2023.3339301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2023.3339301","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G8273790210","display_name":"\u57fa\u4e8e\u52a8\u6001Mesh\u7f51\u7edc\u7684\u6d41\u5a92\u4f53P2P QoS\u4f20\u8f93\u673a\u5236\u7814\u7a76","funder_award_id":"61071077","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":45,"referenced_works":["https://openalex.org/W120587167","https://openalex.org/W1629244525","https://openalex.org/W1977727715","https://openalex.org/W1988642637","https://openalex.org/W1989163489","https://openalex.org/W2018682241","https://openalex.org/W2020390281","https://openalex.org/W2023937622","https://openalex.org/W2024306932","https://openalex.org/W2039530964","https://openalex.org/W2042383995","https://openalex.org/W2046151162","https://openalex.org/W2081686243","https://openalex.org/W2087190602","https://openalex.org/W2090132429","https://openalex.org/W2090885340","https://openalex.org/W2117425649","https://openalex.org/W2165806120","https://openalex.org/W2211205654","https://openalex.org/W2328791206","https://openalex.org/W2365899216","https://openalex.org/W2487092115","https://openalex.org/W2519619131","https://openalex.org/W2607158129","https://openalex.org/W2790207991","https://openalex.org/W2791522520","https://openalex.org/W2792155173","https://openalex.org/W2800403149","https://openalex.org/W2884801320","https://openalex.org/W2920845170","https://openalex.org/W2922446090","https://openalex.org/W2943167158","https://openalex.org/W2964657307","https://openalex.org/W2965898587","https://openalex.org/W3033741776","https://openalex.org/W3120858937","https://openalex.org/W4200217074","https://openalex.org/W4205362472","https://openalex.org/W4205710556","https://openalex.org/W4213046753","https://openalex.org/W4214614005","https://openalex.org/W4226287613","https://openalex.org/W4282039924","https://openalex.org/W4387757710","https://openalex.org/W7008726523"],"related_works":["https://openalex.org/W2077369222","https://openalex.org/W2050114282","https://openalex.org/W2257184606","https://openalex.org/W2594311715","https://openalex.org/W4210886433","https://openalex.org/W2256515740","https://openalex.org/W2347675352","https://openalex.org/W2377099396","https://openalex.org/W4238811035","https://openalex.org/W2799417204"],"abstract_inverted_index":{"The":[0],"stability":[1],"state":[2],"of":[3,9,31,52,147],"tunnel":[4],"face":[5],"is":[6,15,95,106,114],"the":[7,27,50,127,144,164],"basis":[8],"excavation":[10],"and":[11,67,78,102,133,141,166],"support,":[12],"but":[13],"it":[14],"difficult":[16],"to":[17,20,43,61,124],"detect":[18],"owing":[19,60],"its":[21,156],"large":[22,58],"buried":[23],"depth.":[24],"At":[25],"present,":[26],"existing":[28],"localizing":[29],"algorithms":[30,51],"instability":[32],"zone":[33,94],"usually":[34],"gave":[35],"range":[36],"rather":[37],"than":[38],"a":[39,74,138],"certain":[40],"value":[41],"due":[42],"numerious":[44],"parameters":[45],"extracting":[46],"from":[47,108,131],"tests,":[48],"while":[49,112],"limit":[53,117],"support":[54],"pressure":[55],"(LSP)":[56],"contain":[57],"error":[59],"involving":[62],"complex":[63],"nonlinear":[64],"polynomial":[65],"solution":[66],"simplification.":[68],"In":[69,120],"this":[70],"paper,":[71],"we":[72,136,154],"proposed":[73],"parabolic-arch":[75],"topology":[76],"model":[77,81],"differential-element":[79],"mechanical":[80],"for":[82],"all":[83],"disturbed":[84,93],"zones.":[85],"Through":[86],"designing":[87],"suitable":[88],"arch":[89],"geometry":[90],"contour,":[91],"each":[92],"accurately":[96],"positioned":[97],"based":[98,142],"on":[99,143],"Terzaghi":[100],"theory,":[101],"lateral":[103],"stress":[104,110],"ratio":[105],"derived":[107],"Mohr":[109],"circle,":[111],"LSP":[113,152],"calculated":[115],"through":[116],"equilibrium":[118],"principle.":[119],"practice,":[121],"in":[122,151],"order":[123],"copy":[125],"with":[126],"calculation":[128],"deviation":[129],"stemming":[130],"humid":[132],"miscellaneous":[134],"soil,":[135],"design":[137],"neural":[139],"network(NN),":[140],"reversed":[145],"effect":[146],"two":[148],"uncertain":[149],"parameter":[150],"algorithm,":[153,159],"improve":[155],"back":[157],"propagation(BP)":[158],"reducing":[160],"adjusting":[161],"counts.":[162],"Finally,":[163],"rationality":[165],"effectiveness":[167],"are":[168],"evaluated.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}