Partial Differential Equations

PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

How to use Neural Networks to solve complex partial differential equations accurately for long-term predictions.

PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

PDE-Refiner is an iterative refinement process that enables neural operator training for accurate and stable predictions over long time horizons. Published at NeurIPS 2023 (**Spotlight**).