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Software

Open-source tools for computational thermodynamics and materials science supported by the Materials Genome Foundation.

  • DFTTK

    Workflows for computations of a range of properties based on density functional theory.

    • GitHub
    • Website
    • Publication
  • SIPFENN

    Structure-informed prediction of formation energy using neural networks.

    • GitHub
    • Website
    • Publication
  • ASCENDS

    Advanced data science toolkit for non-data scientists.

    • GitHub
    • Publication
  • PyCalphad

    Python library for computational thermodynamics using the CALPHAD method.

    • GitHub
    • Website
    • Publication
  • ESPEI

    Thermodynamic database development and uncertainty quantification within the CALPHAD method.

    • GitHub
    • Website
    • Publication
  • PDUQ

    Phase diagram uncertainty quantification for CALPHAD models.

    • Documentation
    • Publication
  • Kawin

    Multicomponent precipitation and diffusion simulations coupled to CALPHAD.

    • GitHub
    • Website
    • Publication

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