1 citations · 1 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2025★ 1 cited
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…
cond-mat.soft2024
Ion Sieving in Two-Dimensional Membranes from First Principles
Nicéphore Bonnet, Nicola Marzari
A first-principles approach for calculating ion separation in solution through two-dimensional (2D) membranes is proposed and applied. Ionic energy profiles across the membrane are…