Cooley, Madison

3 publications

TMLR 2025 Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases Madison Cooley, Varun Shankar, Mike Kirby, Shandian Zhe

TMLR 2025 HyResPINNs: A Hybrid Residual Physics-Informed Neural Network Architecture Designed to Balance Expressiveness and Trainability Madison Cooley, Mike Kirby, Shandian Zhe, Varun Shankar

ICLR 2024 Solving High Frequency and Multi-Scale PDEs with Gaussian Processes Shikai Fang, Madison Cooley, Da Long, Shibo Li, Mike Kirby, Shandian Zhe