PDEArena

PDEArena bundles several spatiotemporal PDE systems (Navier-Stokes, shallow water and more) together with fast differentiable solvers, so you can generate data on the fly and benchmark neural surrogates under identical conditions.

Use cases: Evaluating long-horizon rollout stability of neural operators; data generation without storing huge datasets; comparing surrogate architectures on a shared protocol.