{"id":"https://openalex.org/W4408145551","doi":"https://doi.org/10.1109/jsac.2025.3543489","title":"Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach","display_name":"Lifecycle Management of Optical Networks With Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach","publication_year":2025,"publication_date":"2025-03-04","ids":{"openalex":"https://openalex.org/W4408145551","doi":"https://doi.org/10.1109/jsac.2025.3543489"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2025.3543489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3543489","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2504.19564","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022259494","display_name":"Yuchen Song","orcid":"https://orcid.org/0000-0001-9554-4964"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuchen Song","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9554-4964","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112977184","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0003-1783-8961"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101970827","display_name":"Yao Zhang","orcid":"https://orcid.org/0009-0007-9221-379X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-9221-379X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025219154","display_name":"Yan Shi","orcid":"https://orcid.org/0000-0001-7421-3306"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Shi","raw_affiliation_strings":["China Unicom Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Unicom Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064236193","display_name":"Shikui Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shikui Shen","raw_affiliation_strings":["China Unicom Research Institute, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Unicom Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003473167","display_name":"Xiongyan Tang","orcid":"https://orcid.org/0009-0000-2151-2679"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongyan Tang","raw_affiliation_strings":["China Unicom Research Institute, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-2151-2679","affiliations":[{"raw_affiliation_string":"China Unicom Research Institute, Beijing, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058181036","display_name":"Shanguo Huang","orcid":"https://orcid.org/0000-0002-0750-2340"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanguo Huang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0750-2340","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045225481","display_name":"Danshi Wang","orcid":"https://orcid.org/0000-0001-9815-4013"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danshi Wang","raw_affiliation_strings":["State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9815-4013","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5022259494"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":8.265,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.97235231,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"43","issue":"5","first_page":"1767","last_page":"1779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.5720148086547852},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39032310247421265},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3731151223182678},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33961221575737}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5720148086547852},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39032310247421265},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3731151223182678},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33961221575737}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2025.3543489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2025.3543489","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2504.19564","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.19564","pdf_url":"https://arxiv.org/pdf/2504.19564","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2504.19564","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2504.19564","pdf_url":"https://arxiv.org/pdf/2504.19564","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3029906095","display_name":null,"funder_award_id":"62171053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4833403388","display_name":null,"funder_award_id":"20230484331","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G951206180","display_name":null,"funder_award_id":"U24B20133","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/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408145551.pdf","grobid_xml":"https://content.openalex.org/works/W4408145551.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W2108366027","https://openalex.org/W2121318675","https://openalex.org/W2133401839","https://openalex.org/W2507413285","https://openalex.org/W2767145260","https://openalex.org/W2789642605","https://openalex.org/W2914521323","https://openalex.org/W2952191086","https://openalex.org/W2973976775","https://openalex.org/W2979786244","https://openalex.org/W3003922491","https://openalex.org/W3014048166","https://openalex.org/W3022631314","https://openalex.org/W3115243282","https://openalex.org/W3128157635","https://openalex.org/W3129561041","https://openalex.org/W3163993681","https://openalex.org/W3197271163","https://openalex.org/W3201666041","https://openalex.org/W4214735843","https://openalex.org/W4282928227","https://openalex.org/W4295934989","https://openalex.org/W4312623747","https://openalex.org/W4313598787","https://openalex.org/W4323355924","https://openalex.org/W4365510851","https://openalex.org/W4377082455","https://openalex.org/W4381800560","https://openalex.org/W4385461940","https://openalex.org/W4386212319","https://openalex.org/W4388052837","https://openalex.org/W4388709701","https://openalex.org/W4388730117","https://openalex.org/W4393174829","https://openalex.org/W4396941306","https://openalex.org/W4401353599","https://openalex.org/W4402594683","https://openalex.org/W6810507265","https://openalex.org/W6841855803"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885"],"abstract_inverted_index":{"Digital":[0],"twin":[1],"(DT)":[2],"techniques":[3,66],"have":[4],"been":[5],"proposed":[6],"for":[7,50,67,95,186,197],"the":[8,27,51,88,108,141,167,192,199],"autonomous":[9,205],"operation":[10],"and":[11,23,64,78,111,150,155,159],"lifecycle":[12,52,98,204],"management":[13,53,99],"of":[14,54,91,100,183],"next-generation":[15,200],"optical":[16,36,55,83,101,201],"networks.":[17],"To":[18],"fully":[19],"utilize":[20],"potential":[21],"capacity":[22],"accommodate":[24],"dynamic":[25,89,112],"services,":[26],"DT":[28,49,169,194],"must":[29],"dynamically":[30],"update":[31],"in":[32,82,121,130],"sync":[33],"with":[34],"deployed":[35],"networks":[37,202],"throughout":[38],"their":[39],"lifecycle,":[40],"ensuring":[41],"low-margin":[42],"operation.":[43],"This":[44,71],"paper":[45],"proposes":[46],"a":[47,58,122,173,179],"dynamic-updating":[48,168,193],"networks,":[56,102],"employing":[57],"hybrid":[59],"approach":[60],"that":[61],"integrates":[62],"data-driven":[63],"physics-informed":[65],"fiber":[68,142,154],"channel":[69],"modeling.":[70],"integration":[72],"ensures":[73],"both":[74],"rapid":[75],"calculation":[76],"speed":[77],"high":[79],"physics":[80],"consistency":[81],"performance":[84,105,187],"prediction":[85,106,131],"while":[86],"enabling":[87],"updating":[90,113],"critical":[92],"physical":[93],"parameters":[94],"DT.":[96],"The":[97],"covering":[103],"accurate":[104],"at":[107],"network":[109,115],"deployment":[110],"during":[114],"operation,":[116],"is":[117,132,170],"demonstrated":[118],"through":[119],"simulation":[120],"large-scale":[123],"network.":[124],"Up":[125],"to":[126,135],"100":[127],"times":[128],"speedup":[129],"observed":[133],"compared":[134],"classical":[136],"numerical":[137],"methods.":[138],"In":[139],"addition,":[140],"Raman":[143],"gain":[144,148],"strength,":[145],"amplifier":[146,156],"frequency-dependent":[147],"profile,":[149],"connector":[151],"loss":[152],"between":[153],"on":[157,172],"C":[158],"L":[160],"bands":[161],"can":[162],"be":[163],"simultaneously":[164],"updated.":[165],"Moreover,":[166],"verified":[171],"field-trial":[174],"C+L-band":[175],"transmission":[176],"link,":[177],"achieving":[178],"maximum":[180],"accuracy":[181],"improvement":[182],"1.4":[184],"dB":[185],"estimation":[188],"post-device":[189],"replacement.":[190],"Overall,":[191],"holds":[195],"promise":[196],"driving":[198],"towards":[203],"management.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}
