Universal and efficient graph neural networks with dynamic attention for machine learning interatomic potentials

Shuyu Bi, Zhede Zhao, Qiangchao Sun +3

The core of molecular dynamics simulation fundamentally lies in the interatomic potential. Traditional empirical potentials lack accuracy, while first-principles methods are comput…