Affiliation

Institute of Applied Physics and Computational Mathematics

Publications and Monographs

1) Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics - Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics - 2018

2) Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning - Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning - 2020

3) Active learning of uniformly accurate interatomic potentials for materials simulation - Active learning of uniformly accurate interatomic potentials for materials simulation - 2019

4) The Phase Diagram of a Deep Potential Water Model - The Phase Diagram of a Deep Potential Water Model - 2021

5) Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics - Efficient sampling of high-dimensional free energy landscapes using adaptive reinforced dynamics - 2021