most citedMILP initialization for solving parabolic PDEs with PINNs

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cs.NE2026

Curriculum-Learned Vanishing Stacked Residual PINNs for Hyperbolic PDE State Reconstruction

Katayoun Eshkofti, Matthieu Barreau

Modeling distributed dynamical systems governed by hyperbolic partial differential equations (PDEs) remains challenging due to discontinuities and shocks that hinder the convergenc…