Alam, Muhammad

3 publications

ICML 2025 Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem In Huh, Changwook Jeong, Muhammad Alam

ICLR 2024 MetaPhysiCa: Improving OOD Robustness in Physics-Informed Machine Learning S Chandra Mouli, Muhammad Alam, Bruno Ribeiro

ICLRW 2023 MetaPhysiCa: OOD Robustness in Physics-Informed Machine Learning S Chandra Mouli, Muhammad Alam, Bruno Ribeiro