Predicting hot-electron free energies from ground-state data

Chiheb Ben Mahmoud, Federico Grasselli, Michele Ceriotti

Machine-learning potentials are usually trained on the ground-state, Born-Oppenheimer energy surface, which depends exclusively on the atomic positions and not on the simulation te…