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physics.ao-ph2026
Suêtes: An end-to-end differentiable non-hydrostatic limited-area dynamical core
Tim Whittaker, Seth Taylor, Elsa Cardoso-Bihlo +2
We present Suêtes, a fully differentiable, non-hydrostatic, limited-area atmospheric dynamical core implemented in JAX. Suêtes includes both a semi-implicit semi-Lagrangian scheme…
physics.flu-dyn2026
A solver-in-the-loop framework for end-to-end differentiable coastal hydrodynamics
Elsa Cardoso-Bihlo, Alex Bihlo
Numerical simulation of wave propagation and run-up is a cornerstone of coastal engineering and tsunami hazard assessment. However, applying these forward models to inverse problem…