Dynamically polarisable force-fields for surface simulations via multi-output classification Neural Networks

Nicodemo Di Pasquale, Joshua D. Elliott, Panagiotis Hadjidoukas +1

We present a general procedure to introduce electronic polarization into classical Molecular Dynamics (MD) force-fields using a Neural Network (NN) model. We apply this framework t…