A Score-based Diffusion Model Approach for Adaptive Learning of Stochastic Partial Differential Equation Solutions. - Toan Huynh; Ruth Lopez Fajardo; Guannan Zhang; Lili Ju; Feng Bao 005 (CoRR, 2025)