{"id":"https://openalex.org/W7136537638","doi":"https://doi.org/10.48550/arxiv.2603.12828","title":"From AI Weather Prediction to Infrastructure Resilience: A Correction-Downscaling Framework for Tropical Cyclone Impacts","display_name":"From AI Weather Prediction to Infrastructure Resilience: A Correction-Downscaling Framework for Tropical Cyclone Impacts","publication_year":2026,"publication_date":"2026-03-13","ids":{"openalex":"https://openalex.org/W7136537638","doi":"https://doi.org/10.48550/arxiv.2603.12828"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.12828","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12828","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.12828","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5129534258","display_name":"You Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, You","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129625233","display_name":"Zhenguo Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zhenguo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5129537219","display_name":"Naiyu Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Naiyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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":0.9729999899864197,"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":0.9729999899864197,"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":0.015399999916553497,"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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.0015999999595806003,"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/typhoon","display_name":"Typhoon","score":0.8253999948501587},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.6739000082015991},{"id":"https://openalex.org/keywords/tropical-cyclone-forecast-model","display_name":"Tropical cyclone forecast model","score":0.5516999959945679},{"id":"https://openalex.org/keywords/mesoscale-meteorology","display_name":"Mesoscale meteorology","score":0.4887000024318695},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.41839998960494995},{"id":"https://openalex.org/keywords/tower","display_name":"Tower","score":0.32749998569488525}],"concepts":[{"id":"https://openalex.org/C181654704","wikidata":"https://www.wikidata.org/wiki/Q140588","display_name":"Typhoon","level":2,"score":0.8253999948501587},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.6739000082015991},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.6399000287055969},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5842999815940857},{"id":"https://openalex.org/C102561126","wikidata":"https://www.wikidata.org/wiki/Q17164865","display_name":"Tropical cyclone forecast model","level":3,"score":0.5516999959945679},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5378999710083008},{"id":"https://openalex.org/C40382383","wikidata":"https://www.wikidata.org/wiki/Q2399824","display_name":"Mesoscale meteorology","level":2,"score":0.4887000024318695},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C2777831296","wikidata":"https://www.wikidata.org/wiki/Q12518","display_name":"Tower","level":2,"score":0.32749998569488525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31859999895095825},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C205537798","wikidata":"https://www.wikidata.org/wiki/Q1277161","display_name":"Extreme weather","level":3,"score":0.29739999771118164},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.2971999943256378},{"id":"https://openalex.org/C187460315","wikidata":"https://www.wikidata.org/wiki/Q741507","display_name":"Severe weather","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.2761000096797943},{"id":"https://openalex.org/C75398719","wikidata":"https://www.wikidata.org/wiki/Q7268938","display_name":"Quantitative precipitation estimation","level":3,"score":0.27390000224113464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.12828","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12828","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.12828","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12828","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.4866318702697754,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"a":[3,97,111],"missing":[4],"capability":[5],"in":[6,90],"infrastructure":[7],"resilience:":[8],"turning":[9],"fast,":[10],"global":[11,136],"AI":[12,29,135],"weather":[13,30],"forecasts":[14,137],"into":[15,33],"asset-scale,":[16],"actionable":[17,122],"risk.":[18],"We":[19],"introduce":[20],"the":[21,101,117],"AI-based":[22],"Correction-Downscaling":[23],"Framework":[24],"(ACDF),":[25],"which":[26],"transforms":[27],"coarse":[28],"prediction":[31],"(AIWP)":[32],"500-m,":[34],"unbiased":[35],"wind":[36],"fields":[37],"and":[38,115,126],"transmission":[39],"tower/line":[40],"failure":[41],"probabilities":[42],"for":[43,143],"tropical":[44],"cyclones.":[45],"ACDF":[46,75,105,129],"separates":[47],"storm-scale":[48],"bias":[49],"correction":[50],"from":[51,134],"terrain-aware":[52],"downscaling,":[53],"preventing":[54],"error":[55],"propagation":[56],"while":[57],"restoring":[58],"sub-kilometer":[59],"variability":[60],"that":[61,119],"governs":[62],"structural":[63],"loading.":[64],"Tested":[65],"on":[66,96],"11":[67],"typhoons":[68],"affecting":[69],"Zhejiang,":[70],"China":[71],"under":[72],"leave-one-storm-out":[73],"evaluation,":[74],"reduces":[76],"station-scale":[77],"wind-speed":[78],"MAE":[79],"by":[80],"38.8%":[81],"versus":[82],"Pangu-Weather,":[83],"matches":[84],"observation-assimilated":[85],"mesoscale":[86],"analyses,":[87],"yet":[88],"runs":[89],"25":[91],"s":[92],"per":[93],"12-h":[94],"cycle":[95],"single":[98],"GPU.":[99],"In":[100],"Typhoon":[102],"Hagupit":[103],"case,":[104],"reproduced":[106],"observed":[107],"high-wind":[108],"tails,":[109],"isolated":[110],"coastal":[112],"high-risk":[113],"corridor,":[114],"flagged":[116],"line":[118,127],"failed,":[120],"demonstrating":[121],"guidance":[123],"at":[124],"tower":[125],"scales.":[128],"provides":[130],"an":[131],"end-to-end":[132],"pathway":[133],"to":[138],"operational,":[139],"impact-based":[140],"early":[141],"warning":[142],"critical":[144],"infrastructure.":[145]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-03-17T00:00:00"}