Symbolic rational-function networks recover an admissible PDE from noiseless complete measurements and select the regularization-minimizing parameterization within the architecture.
Sobolev estimates for solutions of the transport equation and ODE flows associated to non-Lipschitz drifts.Mathematische Annalen, 380(1–2):855–883, April 2020
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Symbolic recovery of PDEs from measurement data
Symbolic rational-function networks recover an admissible PDE from noiseless complete measurements and select the regularization-minimizing parameterization within the architecture.