A deep learning package for many-body potential energy representation and molecular dynamics
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Updated
Sep 23, 2026 - Python
A deep learning package for many-body potential energy representation and molecular dynamics
About JARVIS-Tools: an open-source software package for data-driven atomistic materials design. Publications: https://scholar.google.com/citations?user=3w6ej94AAAAJ https://www.youtube.com/@dr_k_choudhary
A general cross-platform tool for preparing simulations of molecules and complex molecular assemblies
RadonPy is a Python library to automate physical property calculations for polymer informatics.
Tool to build force field input files for molecular simulation
Phonon anharmonicity analysis from molecular dynamics
A command line and python toolkit featured artificial intelligence × ab initio for complex chemistry systems research.
a python package for the interfacial analysis of molecular simulations
A project (and object) for storing, manipulating, and converting molecular mechanics data.
LAMMPS interface for phonon calculations using phonopy
A Python library and command line interface for automated free energy calculations
Generating Deep Potential with Python
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with some tools extending numpy/scipy. It has a set of powerful parsers and data types for storing calculation data.
Tool to read a logfile produced by LAMMPS into a pandas dataframe with a get_log("log.lammps")-function providing the log data.
Python toolkit for molecular dynamics analysis
Provides some useful information and the LAMMPS input files to model a polymer-metal interface.
Parallel Lammps Python interface - control a mpi4py parallel LAMMPS instance from a serial python process or a Jupyter notebook - based on executorlib
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