Conservative Physics-Informed Neural Networks for Non-Conservative Hyperbolic Conservation Laws Near Critical States. - Reyna Quita; Yu-Shuo Chen; Hsin-Yi Lee; Alex C. Hu; John M. Hong (CoRR, 2023)