/tools/deepmd-kit

deepmd-kit

deepmodeling/deepmd-kit

1,867 stars589 forksPythonWebsiteAdded February 4, 2026
summary

DeePMD-kit is a deep learning package designed to create models for interatomic potential energy and perform molecular dynamics simulations. It interfaces with various deep learning frameworks and classical molecular dynamics packages, making it suitable for a wide range of molecular systems.

description

A deep learning package for many-body potential energy representation and molecular dynamics

topics

deep-learningmolecular-dynamicsdeepmdlammpspotential-energypythontensorflowcppcudarocmipiasecomputational-chemistrymaterials-sciencecnodejspytorchjaxpaddlemachine-learning-potential

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