Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics

Earth and Space Science Open Archive This preprint has been submitted to and is under consideration at Journal of Advances in Modeling Earth Systems (JAMES). 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]Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamicsAuthorsMariana C AClareiDMaikeSonnewaldiDRedouaneLguensatJulieDeshayesVenkatramaniBalajiSee all authors Mariana C A ClareiDCorresponding Author• Submitting AuthorImperial College LondoniDhttps://orcid.org/0000-0002-5010-0363view email addressThe email was not providedcopy email addressMaike SonnewaldiDPrinceton UniversityiDhttps://orcid.org/0000-0002-5136-9604view email addressThe email was not providedcopy email addressRedouane LguensatInstitut Pierre-Simon Laplaceview email addressThe email was not providedcopy email addressJulie DeshayesLOCEAN-IPSLview email addressThe email was not providedcopy email addressVenkatramani BalajiNOAA/Geophysical Fluid Dynamics Laboratoryview email addressThe email was not providedcopy email address