Numerical PDE solvers outperform neural PDE solvers

Patrick Chatain, Michael Rizvi-Martel, Guillaume Rabusseau +1

We present DeepFDM, a differentiable finite-difference framework for learning spatially varying coefficients in time-dependent partial differential equations (PDEs). By embedding a…