Machine learning forces trained by Gaussian process in liquid states: Transferability to temperature and pressure

Ryo Tamura, Jianbo Lin, Tsuyoshi Miyazaki

We study a generalization performance of the machine learning (ML) model to predict the atomic forces within the density functional theory (DFT). The targets are the Si and Ge sing…