A Score-based Diffusion Model Approach for Adaptive Learning of Stochastic Partial Differential Equation Solutions

Toan Huynh, Ruth Lopez Fajardo, Guannan Zhang +2

We propose a novel framework for adaptively learning the time-evolving solutions of stochastic partial differential equations (SPDEs) using score-based diffusion models within a re…