Chalapathi, Nithin

3 publications

TMLR 2026 PDEInvBench: A Comprehensive Dataset and Design Space Exploration of Neural Networks for PDE Inverse Problems Divyam Goel, Nithin Chalapathi, Sanjeev Raja, Aditi S. Krishnapriyan

ICLR 2024 Neural Spectral Methods: Self-Supervised Learning in the Spectral Domain Yiheng Du, Nithin Chalapathi, Aditi S. Krishnapriyan

ICLR 2024 Scaling Physics-Informed Hard Constraints with Mixture-of-Experts Nithin Chalapathi, Yiheng Du, Aditi S. Krishnapriyan