AI4Science

AI4Science Talks: PDE-Refiner - Achieving Accurate Long Rollouts with Neural PDE Solvers

I presented our recent paper on modeling accurate long rollouts with neural PDE solvers.

ICML F4LCD Contributed Talk: Modeling Accurate Long Rollouts with Neural PDE Solvers

I presented our ICML workshop paper on how to achieve accurate long rollouts with neural PDE solvers.

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**).