17 citations · 47 across the 7 of their papers we have counts for
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physics.ao-ph2020★ 17 cited
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…
astro-ph.EP2020★ 8 cited
Differing Enceladean ocean circulation and ice shell geometries driven by tidal heating in the ice versus the core
Wanying Kang, Suyash Bire, Jean-Michel Campin +4
Beneath the icy shell encasing Enceladus, a small icy moon of Saturn, a global ocean of liquid water ejects geyser-like plumes into space through fissures in the ice, making it an…