Learning Where the Physics Is: Probabilistic Adaptive Sampling for Stiff PDEs

Akshay Govind Srinivasan, Balaji Srinivasan

Modeling stiff partial differential equations (PDEs) with sharp gradients remains a significant challenge for scientific machine learning. While Physics-Informed Neural Networks (P…