PINN and adjoint-state methods reconstruct bottom topography and surface velocity from surface measurements in the shallow-water equations, with robustness to noise and sparsity on synthetic data.
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Estimating bottom topography in shallow water flows
PINN and adjoint-state methods reconstruct bottom topography and surface velocity from surface measurements in the shallow-water equations, with robustness to noise and sparsity on synthetic data.