Calibration of a Neural Network-based Eddy Backscatter Parameterization in a Differentiable Hybrid Shallow Water Model
Sarah Williamson1, Nora Loose2, William Moses3, Milan Kloewer4, Valentin Churavy5, Michel Schanen6, Sri Hari Krishna Narayanan6 and Patrick Heimbach7, (1)University of Texas at Austin, Oden Institute, Austin, United States, (2)[C]Worthy, LLC, Boulder, United States, (3)University of Illinois at Urbana Champaign, Urbana, United States, (4)University of Oxford, Oxford, United Kingdom, (5)Johannes Gutenberg University of Mainz, Mainz, Germany, (6)Argonne National Laboratory, Lemont, United States, (7)University of Texas at Austin, Geological Sciences, Austin, United States