MaterialsAtlas Software and Tool

DeepMD-kit

mlipdeep-learningmolecular-dynamicsneural-potentialssoftware-toolsmaterials-science-software

Deep-learning toolkit for training and deploying neural-network interatomic potentials, with integrations for molecular dynamics and large-scale atomistic simulation.

Citation: DeepMD-kit. Materials science software/tool. https://github.com/deepmodeling/deepmd-kit

Acknowledgement: Curated by MaterialsAtlas Open Resources from official project pages, documentation, community usage, and common computational/experimental materials workflows.

TypeSoftware and Tool
DomainML interatomic potentials
LicenseLGPL-3.0
Contributorsdeepmodeling/deepmd-kit