Ab initio phase diagram and nucleation of gallium

Exploring nucleation processes of gallium by molecular simulation is extremely challenging due to its structural complexity. Here the authors demonstrate a neural network potential trained on a multithermal–multibaric DFT data for the study of the phase diagram of gallium in a wide temperature and p...

Full description

Bibliographic Details
Main Authors: Haiyang Niu, Luigi Bonati, Pablo M. Piaggi, Michele Parrinello
Format: Article
Language:English
Published: Nature Publishing Group 2020-05-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-16372-9