Capturing missing physics in climate model parameterizations using neural differential equations

Ali Ramadhan, John Marshall, Andre Souza +8

We explore how neural differential equations (NDEs) may be trained on highly resolved fluid-dynamical models of unresolved scales providing an ideal framework for data-driven param…