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mlplib

MLPLIB is a Molecular Dynamics, Crystal Structure Search and Phonon calculations Library with Fair-Chem machine learning poteintial

Features

  • Geometry optimization
  • Molecular dynamics
  • Phonon calculations
  • Search for Crystal structure
  • Future
    • NEB calculations

Usages

see test/

Installation

conda create -n mlplib_env python=3.9
conda activate mlplib_env
git clone https://github.com/nkitamuraQC/mlplib.git
cd mlplib
pip install -e .
pip install -r requirements.txt

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Fair-Chem ML potentials for molecular dynamics and phonons

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