Towards trajectory-unsupervised physics-informed neural solvers for molecular dynamics

Petros Triantafyllos, Panagiotis Krokidas, Christoforos Rekatsinas

Molecular dynamics (MD) simulations are governed by explicit equations of motion, yet most neural approaches that accelerate or emulate MD rely on simulator-generated trajectories,…