Guided Diffusion Sampling on Function Spaces with Applications to PDEs Paper • 2505.17004 • Published May 22, 2025 • 1
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs Paper • 2306.08827 • Published Jun 15, 2023
MultiAdam: Parameter-wise Scale-invariant Optimizer for Multiscale Training of Physics-informed Neural Networks Paper • 2306.02816 • Published Jun 5, 2023