Huang, X. and Perdikaris, P. 2026. PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations. Proceedings of the AAAI Conference on Artificial Intelligence. 40, 26 (Mar. 2026), 22057–22065. DOI:https://doi.org/10.1609/aaai.v40i26.39360.