Toward Scalable and Physically-Grounded Learning Frameworks: Neural Finite Volume Methods for Solving Hyperbolic PDEs

Zhe Fu

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Physics-Informed Machine Learning; Hyperbolic PDEs; Neural Networks; Conservation Laws
Submission Number: 315