Machine Learning POTentials

The Machine Learning POTentials (MLPOT) package is a set of Python modules for fitting machine learning models for potential energy surfaces (PES).

Contents

• Tutorials
  • Machine learning accelerated optimization
    • Dummy Example
  • Machine learning accelerated nudged elastic band
    • Diffusion benchmark by Peterson
      • Standard nudged elastic band
      • Machine learning accelerated nudged elastic band