Bhartari, A. K., Vinayak, V., & Shenoy, V. B. (2026). Mollifier layers: Enabling efficient high-order derivatives in inverse PDE learning. Transactions on Machine Learning Research. Advance online publication. https://doi.org/10.48550/arXiv.2505.11682