{"id":"https://openalex.org/W7202116346","doi":"https://doi.org/10.48550/arxiv.2610.11405","title":"A Physics-Constrained Implicit Profile Network for Continuous Reconstruction of Tropical Cyclone Near-Surface Wind Profiles","display_name":"A Physics-Constrained Implicit Profile Network for Continuous Reconstruction of Tropical Cyclone Near-Surface Wind Profiles","publication_year":2026,"publication_date":"2026-08-10","ids":{"openalex":"https://openalex.org/W7202116346","doi":"https://doi.org/10.48550/arxiv.2610.11405"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2610.11405","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.11405","pdf_url":"https://arxiv.org/pdf/2610.11405","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2610.11405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5146370907","display_name":"Jian MA","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405272531","display_name":"Shanghai Typhoon Institute","ror":"https://ror.org/04aasjb06","country_code":"CN","type":"other","lineage":["https://openalex.org/I4405272531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ma, Jian","raw_affiliation_strings":["Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","Shanghai Typhoon Institute , CMA , Shanghai , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Typhoon Institute , CMA , Shanghai , China","institution_ids":["https://openalex.org/I4405272531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146383303","display_name":"Yilin YANG","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Yilin","raw_affiliation_strings":["Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146420069","display_name":"Robert ROGERS","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rogers, Robert","raw_affiliation_strings":["Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146317405","display_name":"Jun A. ZHANG","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhang, Jun A.","raw_affiliation_strings":["University of Miami , Miami , FL , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Miami , Miami , FL , USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5146390610","display_name":"Jie TANG","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405272531","display_name":"Shanghai Typhoon Institute","ror":"https://ror.org/04aasjb06","country_code":"CN","type":"other","lineage":["https://openalex.org/I4405272531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tang, Jie","raw_affiliation_strings":["Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","Shanghai Typhoon Institute , CMA , Shanghai , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia-Pacific Typhoon Collaborative Research Center , Shanghai , China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Typhoon Institute , CMA , Shanghai , China","institution_ids":["https://openalex.org/I4405272531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tropical-cyclones","display_name":"tropical cyclones","score":0.7900000214576721},{"id":"https://openalex.org/keywords/physics-constrained-machine-learning","display_name":"physics-constrained machine learning","score":0.8889999985694885},{"id":"https://openalex.org/keywords/sparse-observations","display_name":"sparse observations","score":0.8190000057220459},{"id":"https://openalex.org/keywords/hurricane-boundary-layer","display_name":"hurricane boundary layer","score":0.8870000243186951},{"id":"https://openalex.org/keywords/storm-surge-forecasting","display_name":"storm surge forecasting","score":0.7369999885559082},{"id":"https://openalex.org/keywords/offshore-engineering","display_name":"offshore engineering","score":0.46299999952316284},{"id":"https://openalex.org/keywords/coastal-hazards","display_name":"coastal hazards","score":0.8920000195503235}],"concepts":[{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.7964000105857849},{"id":"https://openalex.org/C144199811","wikidata":"https://www.wikidata.org/wiki/Q2742549","display_name":"Dropsonde","level":3,"score":0.7692000269889832},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.613099992275238},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48969998955726624},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4392000138759613},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4309000074863434},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.35350000858306885},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C2777864850","wikidata":"https://www.wikidata.org/wiki/Q79598","display_name":"Cyclone (programming language)","level":3,"score":0.319599986076355},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3025999963283539},{"id":"https://openalex.org/C61562682","wikidata":"https://www.wikidata.org/wiki/Q751028","display_name":"Tropical cyclogenesis","level":4,"score":0.28610000014305115},{"id":"https://openalex.org/C72319357","wikidata":"https://www.wikidata.org/wiki/Q1063457","display_name":"Extratropical cyclone","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.25540000200271606},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:arXiv.org:2610.11405","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.11405","pdf_url":"https://arxiv.org/pdf/2610.11405","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2610.11405","doi":"https://doi.org/10.48550/arxiv.2610.11405","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2610.11405","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.21866422","doi":"https://doi.org/10.5281/zenodo.21866422","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21866422","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.21866423","doi":"https://doi.org/10.5281/zenodo.21866423","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21866423","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.21868265","doi":"https://doi.org/10.5281/zenodo.21868265","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.21868265","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2610.11405","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.11405","pdf_url":"https://arxiv.org/pdf/2610.11405","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.46149998903274536,"display_name":"Climate action"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3499274059","display_name":null,"funder_award_id":"521104250028-234-TD","funder_id":"https://openalex.org/F4320335967","funder_display_name":"Science and Technology Project of State Grid"},{"id":"https://openalex.org/G6904364759","display_name":null,"funder_award_id":"CMA2023ZD06","funder_id":"https://openalex.org/F4320321569","funder_display_name":"China Meteorological Administration"}],"funders":[{"id":"https://openalex.org/F4320309249","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92"},{"id":"https://openalex.org/F4320321569","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98"},{"id":"https://openalex.org/F4320326707","display_name":"State Grid Corporation of China","ror":"https://ror.org/05twwhs70"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"},{"id":"https://openalex.org/F4320335706","display_name":"Shanghai Typhoon Institute","ror":"https://ror.org/04aasjb06"},{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7202116346.pdf","grobid_xml":"https://content.openalex.org/works/W7202116346.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1989898472","https://openalex.org/W2004657875","https://openalex.org/W2036258507","https://openalex.org/W2046033161","https://openalex.org/W2162338691","https://openalex.org/W2760103357","https://openalex.org/W2899283552","https://openalex.org/W2913323966","https://openalex.org/W3037932933","https://openalex.org/W3109585842","https://openalex.org/W4291150332","https://openalex.org/W4389150041","https://openalex.org/W4390572063","https://openalex.org/W4413743681","https://openalex.org/W7135057694"],"related_works":["https://openalex.org/W2588242617","https://openalex.org/W3139984311","https://openalex.org/W7164802922","https://openalex.org/W7098507956","https://openalex.org/W2749403826","https://openalex.org/W2136728683","https://openalex.org/W2889187156","https://openalex.org/W4413743681","https://openalex.org/W1968518141","https://openalex.org/W4414092959"],"abstract_inverted_index":{"Near":[0],"the":[1,75,102,106],"ocean":[2],"surface,":[3],"tropical":[4,110],"cyclone":[5,111],"winds":[6,78,112],"change":[7],"rapidly":[8],"with":[9,58,88],"height,":[10],"but":[11],"direct":[12],"measurements":[13,128],"are":[14,28],"limited":[15],"because":[16],"aircraft":[17],"dropsondes":[18],"provide":[19],"only":[20],"sparse":[21,67],"and":[22,41,86,142],"irregular":[23],"observations.":[24,68],"Continuous":[25],"wind":[26,64,84,127,132],"profiles":[27,65],"important":[29],"for":[30,137],"understanding":[31],"hurricane":[32,98,138],"boundary-layer":[33],"processes,":[34],"improving":[35],"storm-surge":[36],"prediction,":[37],"supporting":[38],"offshore":[39],"engineering,":[40],"assessing":[42],"coastal":[43],"hazards.":[44],"In":[45],"this":[46],"study,":[47],"we":[48],"developed":[49],"an":[50],"artificial":[51],"intelligence":[52],"model":[53,70],"that":[54,101],"combines":[55],"machine":[56],"learning":[57],"physical":[59],"principles":[60],"to":[61,73],"reconstruct":[62],"continuous":[63],"from":[66],"The":[69,120],"is":[71],"designed":[72],"preserve":[74],"observed":[76],"surface":[77,126],"while":[79],"generating":[80],"realistic":[81],"changes":[82],"in":[83],"speed":[85],"direction":[87],"height.":[89],"Tests":[90],"using":[91],"more":[92],"than":[93],"two":[94],"decades":[95],"of":[96,109,117],"NOAA":[97],"observations":[99],"show":[100],"method":[103],"accurately":[104],"reproduces":[105],"vertical":[107],"structure":[108],"over":[113],"a":[114],"wide":[115],"range":[116],"storm":[118],"intensities.":[119],"framework":[121],"can":[122],"also":[123],"extend":[124],"satellite-derived":[125],"into":[129],"three-dimensional":[130],"near-surface":[131],"fields,":[133],"providing":[134],"new":[135],"opportunities":[136],"research,":[139],"operational":[140],"forecasting,":[141],"engineering":[143],"applications.":[144]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-11T00:00:00"}
