Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks

Published in arXiv preprint arXiv:2604.05230, 2026

Recommended citation: Anas Jnini, Elham Kiyani, Khemraj Shukla, Jorge Urban, Nazanin Daryakenari, Johannes Muller, Marius Zeinhofer, George Karniadakis. Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks. arXiv preprint arXiv:2604.05230 (2026). https://arxiv.org/abs/2604.05230