DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics
Han Wang,Linfeng Zhang,Jiequn Han,E. Weinan
2017 · DOI: 10.1016/j.cpc.2018.03.016
Computer Physics Communications · 1,484 Citations
TLDR
A package written in Python/C++ that has been designed to minimize the effort required to build deep learning based representation of potential energy and force field and to perform molecular dynamics, it is demonstrated that the resulted molecular dynamics model reproduces accurately the structural information contained in the original model.
