A Physics-Informed Neural Network (PINN) Approach to Over-Equilibrium Dynamics in Conservatively Perturbed Linear Equilibrium Systems. - Abhishek Dutta 006; Bitan Mukherjee; Sk Aftab Hosen; Meltem Turan; Denis Constales; Gregory S. Yablonsky (Entropy, 2025)