Correcting weather and climate models by machine learning nudged historical simulations

Abstract

Earth and Space Science Open Archive This preprint has been submitted to and is under consideration at Geophysical Research Letters. ESSOAr is a venue for early communication or feedback before peer review. Data may be preliminary.Learn more about preprints preprintOpen AccessYou are viewing the latest version by default [v1]Correcting weather and climate models by machine learning nudged historical simulationsAuthorsOliverWatt-MeyeriDNoah DominoBrenowitzSpencer KonciusClarkBrianHenniDAnnaKwaJeremy JMcGibbonWalter A.PerkinsiDChristopher S.BrethertoniDSee all authors Oliver Watt-MeyeriDCorresponding Author• Submitting AuthorVulcan Inc.iDhttps://orcid.org/0000-0001-8419-1526view email addressThe email was not providedcopy email addressNoah Domino BrenowitzUniversity of Washingtonview email addressThe email was not providedcopy email addressSpencer Koncius ClarkPrinceton Universityview email addressThe email was not providedcopy email addressBrian HenniDScripps Institution of Oceanography, UC San DiegoiDhttps://orcid.org/0000-0001-6384-2051view email addressThe email was not providedcopy email addressAnna KwaVulcan, Inc.view email addressThe email was not providedcopy email addressJeremy J McGibbonUniversity of Washingtonview email addressThe email was not providedcopy email addressWalter A. PerkinsiDVulcaniDhttps://orcid.org/0000-0001-7742-7609view email addressThe email was not providedcopy email addressChristopher S. BrethertoniDUniversity of WashingtoniDhttps://orcid.org/0000-0002-6712-8856view email addressThe email was not providedcopy email address