Comparing machine learning potentials for water: Kernel-based regression and Behler-Parrinello neural networks

Pablo Montero de Hijes, Christoph Dellago, Ryosuke Jinnouchi +2

In this paper we investigate the performance of different machine learning potentials (MLPs) in predicting key thermodynamic properties of water using RPBE+D3. Specifically, we scr…