AegirJAX embeds a coastal hydrodynamics solver as a continuous computational graph in JAX to enable end-to-end optimization and inversion for bathymetry recovery, breakwater design, wave cancellation, and model correction.
Inverse algorithms for 2D shallow water equations in presence of wet dry fronts: Application to flood plain dynamics.Adv
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A solver-in-the-loop framework for end-to-end differentiable coastal hydrodynamics
AegirJAX embeds a coastal hydrodynamics solver as a continuous computational graph in JAX to enable end-to-end optimization and inversion for bathymetry recovery, breakwater design, wave cancellation, and model correction.