{"id":"https://openalex.org/W4405844923","doi":"https://doi.org/10.1109/tr.2024.3514712","title":"Predictive and Multigranularity Resilience Assessment of Urban Transportation Based on Neural Controlled Differential Equation","display_name":"Predictive and Multigranularity Resilience Assessment of Urban Transportation Based on Neural Controlled Differential Equation","publication_year":2024,"publication_date":"2024-12-27","ids":{"openalex":"https://openalex.org/W4405844923","doi":"https://doi.org/10.1109/tr.2024.3514712"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2024.3514712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3514712","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5110094282","display_name":"Zhe Cui","orcid":"https://orcid.org/0009-0004-4237-8922"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Cui","raw_affiliation_strings":["Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0004-4237-8922","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044516611","display_name":"Di Zang","orcid":"https://orcid.org/0000-0003-4869-2715"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Zang","raw_affiliation_strings":["Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4869-2715","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and the Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051717141","display_name":"Hong Zhu","orcid":"https://orcid.org/0000-0003-0358-6724"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Zhu","raw_affiliation_strings":["Key Laboratory of Road and Traffic Engineering, Ministry of Education and College of Transportation Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0358-6724","affiliations":[{"raw_affiliation_string":"Key Laboratory of Road and Traffic Engineering, Ministry of Education and College of Transportation Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058177475","display_name":"Keshuang Tang","orcid":"https://orcid.org/0000-0002-0476-0512"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keshuang Tang","raw_affiliation_strings":["Key Laboratory of Road and Traffic Engineering, Ministry of Education and College of Transportation Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0476-0512","affiliations":[{"raw_affiliation_string":"Key Laboratory of Road and Traffic Engineering, Ministry of Education and College of Transportation Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.8838,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74694165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"74","issue":"3","first_page":"4230","last_page":"4244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14368","display_name":"Evaluation and Optimization Models","score":0.9703999757766724,"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/T14368","display_name":"Evaluation and Optimization Models","score":0.9703999757766724,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9192000031471252,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9003000259399414,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5845595598220825},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5143914818763733},{"id":"https://openalex.org/keywords/differential-equation","display_name":"Differential equation","score":0.4389655590057373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4343300759792328},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4112406373023987},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33808204531669617},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32842403650283813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26596856117248535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23999756574630737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18488016724586487},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11346104741096497},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09207987785339355}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5845595598220825},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5143914818763733},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.4389655590057373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4343300759792328},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4112406373023987},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33808204531669617},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32842403650283813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26596856117248535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23999756574630737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18488016724586487},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11346104741096497},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09207987785339355},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2024.3514712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2024.3514712","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1358888780","display_name":null,"funder_award_id":"52302414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4054533862","display_name":null,"funder_award_id":"62476200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8586123930","display_name":null,"funder_award_id":"61876218","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2077791698","https://openalex.org/W2892880750","https://openalex.org/W2901731908","https://openalex.org/W2905631123","https://openalex.org/W2919487258","https://openalex.org/W2982629021","https://openalex.org/W2996847713","https://openalex.org/W3023642752","https://openalex.org/W3033368129","https://openalex.org/W3090516682","https://openalex.org/W3126367810","https://openalex.org/W3167629969","https://openalex.org/W3169450514","https://openalex.org/W3169600415","https://openalex.org/W3170140111","https://openalex.org/W3187786391","https://openalex.org/W3208104874","https://openalex.org/W3216434250","https://openalex.org/W4214817073","https://openalex.org/W4230512065","https://openalex.org/W4281262391","https://openalex.org/W4283817628","https://openalex.org/W4289812647","https://openalex.org/W4291123476","https://openalex.org/W4291653251","https://openalex.org/W4296281120","https://openalex.org/W4309951073","https://openalex.org/W4312431055","https://openalex.org/W4318147862","https://openalex.org/W4319998010","https://openalex.org/W4322013225","https://openalex.org/W4328121660","https://openalex.org/W4379380529","https://openalex.org/W4380677112","https://openalex.org/W4382449675","https://openalex.org/W4384207088","https://openalex.org/W4385245566","https://openalex.org/W4385250149","https://openalex.org/W4385484590","https://openalex.org/W4386363002","https://openalex.org/W4386763674","https://openalex.org/W4390576839","https://openalex.org/W4391741272","https://openalex.org/W4391935932"],"related_works":["https://openalex.org/W2284759612","https://openalex.org/W4402320089","https://openalex.org/W2391251536","https://openalex.org/W4378555281","https://openalex.org/W2953081822","https://openalex.org/W2752145644","https://openalex.org/W4404656008","https://openalex.org/W2362198218","https://openalex.org/W4376453582","https://openalex.org/W2019521278"],"abstract_inverted_index":{"Crafting":[0],"a":[1,20,48,77,85,98],"dynamic":[2,107],"and":[3,16,33,50,131,143],"accurate":[4],"resilience":[5,32,100,108,130],"assessment":[6,52,101],"method":[7],"for":[8,110],"urban":[9,117],"transportation,":[10],"marked":[11],"by":[12],"complex":[13],"road":[14],"networks":[15],"frequent":[17],"disturbances,":[18],"poses":[19],"significant":[21],"challenge.":[22],"Existing":[23],"work":[24],"mainly":[25],"focuses":[26],"on":[27,116],"statically":[28],"assessing":[29],"historical":[30],"traffic":[31,70,86],"cannot":[34],"dynamically":[35],"divide":[36],"spatial":[37],"regions":[38],"according":[39,91],"to":[40,92],"disturbance":[41,79,93],"scales.":[42,94],"In":[43,134],"this":[44],"article,":[45],"we":[46,55,75,96],"propose":[47],"predictive":[49],"multigranularity":[51,78],"method.":[53],"First,":[54],"develop":[56],"an":[57,125],"attention-based":[58],"spatial-temporal":[59,106],"hypergraph":[60],"neural":[61],"controlled":[62],"differential":[63],"equation":[64],"model,":[65],"which":[66],"can":[67],"accurately":[68],"predict":[69],"conditions":[71],"under":[72],"disturbances.":[73],"Second,":[74],"construct":[76],"propagation":[80],"model":[81],"that":[82],"adaptively":[83],"divides":[84],"network":[87],"into":[88],"multiple":[89],"granularities":[90],"Then,":[95],"design":[97],"real-time":[99],"algorithm":[102],"capable":[103],"of":[104],"quantifying":[105],"indicators":[109],"each":[111],"granularity":[112],"area.":[113],"Extensive":[114],"experiments":[115],"transportation":[118],"in":[119],"California":[120],"during":[121],"heavy":[122],"rainfall":[123,132],"reveal":[124],"inverse":[126],"relationship":[127],"between":[128],"California's":[129],"intensity.":[133],"addition,":[135],"its":[136],"downtown":[137],"exhibits":[138],"strong":[139],"resilience,":[140,149],"while":[141],"coastal":[142],"interior":[144,152],"areas":[145,153],"show":[146],"relatively":[147],"weaker":[148],"with":[150],"some":[151],"experiencing":[154],"prolonged":[155],"recovery":[156],"times.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}