2 papers
cond-mat.mtrl-sci2020
Phase stability of Au-Li binary systems studied using neural network potential
Koji Shimizu, Elvis F. Arguelles, Wenwen Li +3
The miscibility of Au and Li exhibits a potential application as an adhesion layer and electrode material in secondary batteries. Here, to explore alloying properties, we construct…
cond-mat.mtrl-sci2018
Construction of accurate machine learning force fields for copper and silicon dioxide
Wenwen Li, Yasunobu Ando
Recently, the machine learning force field has emerged as a powerful atomic simulation approach for its high accuracy and low computational cost. However, its applications in the m…