PyXtal-ML

**Status**: ℹ️ MODULE

7. STRUCTURE PREDICTION 7.4 ML-Accelerated Structure Prediction VERIFIED 1 paper
Back to Mind Map Official Website

Overview

**Status**: ℹ️ MODULE

Reference Papers (1)

Full Documentation

Official Resources

  • Homepage: https://pyxtal.readthedocs.io/
  • Source Repository: https://github.com/QiangZhu/PyXtal
  • Documentation: https://pyxtal.readthedocs.io/
  • License: MIT

Overview

Status: ℹ️ MODULE

"PyXtal-ML" refers to the machine learning features embedded within the PyXtal library. It is not a separate package. PyXtal includes tools for:

  • Generating crystal structures with symmetry constraints for ML training sets.
  • Calculating symmetry-weighted structural descriptors.
  • Interfacing with machine learning potentials for structure relaxation.

Recommendation

Refer to the PyXtal documentation and repository.

Verification & Sources

  • Confidence: ✅ VERIFIED (As part of PyXtal)
  • Primary Source: PyXtal GitHub

Related Tools in 7.4 ML-Accelerated Structure Prediction