Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training

Pierre Cesar, Sofya Dymchenko, Abhishek Purandare +1

Data-driven PDE surrogates are trained with data produced by numerical PDE solvers. However, when the surrogate's goal is to generalize across a wide range of PDE configurations (e…