Physics-Informed Inference Time Scaling for Solving High-Dimensional PDE via Defect Correction

Zexi Fan, Yan Sun, Shihao Yang +1

Solving high-dimensional partial differential equations (PDEs) is a critical challenge where modern data-driven solvers often lack reliability and rigorous error guarantees. We int…