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  1. aenet aenet Public

    Atomic interaction potentials based on artificial neural networks

    Fortran 130 44

  2. tools-and-data tools-and-data Public

    A collection of tools and databases for atomistic machine learning

    48 10

  3. MLP-beginners-guide MLP-beginners-guide Public

    Strategies for the Construction of Neural-Network Based Machine-Learning Potentials (MLPs)

    Jupyter Notebook 29 9

  4. ml-catalysis ml-catalysis Public

    Machine Learning for Catalysis

    Jupyter Notebook 20 11

  5. xas-tools xas-tools Public

    Tools related to X-ray absorption spectroscopy (XAS)

    Python 19 4

  6. aenet-PyTorch aenet-PyTorch Public

    ænet-PyTorch: a GPU-supported implementation for machine learning atomic potentials training

    Fortran 19 5

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  • aenet Public

    Atomic interaction potentials based on artificial neural networks

    atomisticnet/aenet's past year of commit activity
    Fortran 130 MPL-2.0 44 2 1 Updated Oct 11, 2026
  • aenet-python Public

    Python interface for aenet

    atomisticnet/aenet-python's past year of commit activity
    Python 5 MPL-2.0 4 1 1 Updated Sep 2, 2026
  • atomisticnet/ANN-active-learning's past year of commit activity
    Python 0 MIT 0 0 0 Updated Apr 10, 2026
  • aenet-gpr Public

    Gaussian Process Regression Surrogate Models for Accelerating Data Generation

    atomisticnet/aenet-gpr's past year of commit activity
    Jupyter Notebook 4 MPL-2.0 0 0 0 Updated Dec 24, 2025
  • howru Public

    HowRU is a framework for the optimization of Hubbard U parameters for DFT+U calculations

    atomisticnet/howru's past year of commit activity
    Python 1 MPL-2.0 1 0 0 Updated Jul 8, 2025
  • aenet-lammps Public

    Interface aenet with the LAMMPS molecular dynamics software (https://lammps.sandia.gov)

    atomisticnet/aenet-lammps's past year of commit activity
    Jupyter Notebook 10 MPL-2.0 4 1 3 Updated Feb 26, 2025
  • 2024-LiCoO-electrolytes-Li-DFT-Data Public

    DFT Data; Ionic Liquid as Li Salt Enables High-Voltage Ether Electrolyte in Li Metal Battery

    atomisticnet/2024-LiCoO-electrolytes-Li-DFT-Data's past year of commit activity
    0 MIT 0 0 0 Updated Sep 26, 2024
  • 2024-AuPd-DFT-data Public

    Data for manuscript "In Situ Analysis of Gas Dependent Redistribution Kinetics in Bimetallic Au-Pd Nanoparticles"

    atomisticnet/2024-AuPd-DFT-data's past year of commit activity
    0 MIT 0 0 0 Updated Aug 12, 2024
  • xas-tools Public

    Tools related to X-ray absorption spectroscopy (XAS)

    atomisticnet/xas-tools's past year of commit activity
    Python 19 MPL-2.0 4 3 0 Updated Jul 5, 2024
  • MeLting Public

    Machine-learning models for melting-temperature prediction

    atomisticnet/MeLting's past year of commit activity
    Jupyter Notebook 6 MIT 2 0 0 Updated May 28, 2024

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