Machine Learning, Deep Learning, Chemistry, Physics, Molecular Dynamics.
below a small system of Li_3 PO_4 is shown, consisting of 192 atoms. The training data the authors made consisted of 11,000 configurations selected randomly from a 50,000 step ab-initio MD simulation. To get a sense of the time scales involved, the time step in this case was 2 femtoseconds, where a