Machine Learning the Energetics of Electrified Solid/Liquid Interfaces

Nicolas Bergmann, Nicéphore Bonnet, Nicola Marzari +2

We present a response-augmented machine learning (ML) approach to the energetics of electrified metal surfaces. We leverage local descriptors to learn the work function as the firs…