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@atomicarchitects

The Atomic Architects

Research Group of Prof. Tess Smidt

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  1. equiformer_v2 equiformer_v2 Public

    [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

    Python 213 26

  2. equiformer equiformer Public

    [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

    Python 208 38

  3. DeNS DeNS Public

    [ArXiv 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

    Python 21 2

  4. phonax phonax Public

    Jupyter Notebook 16 1

  5. Symmetry-Breaking-Discovery Symmetry-Breaking-Discovery Public

    Jupyter Notebook 8 2

  6. symphony symphony Public

    [ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation

    Python 7 4

Repositories

Showing 10 of 17 repositories
  • symphony Public

    [ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation

    atomicarchitects/symphony’s past year of commit activity
    Python 7 MIT 4 0 2 Updated Nov 1, 2024
  • atomicarchitects/atomicarchitects.github.io’s past year of commit activity
    SCSS 3 4 0 0 Updated Oct 31, 2024
  • datasets Public

    3D datasets useful to the Atomic Architects!

    atomicarchitects/datasets’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Oct 28, 2024
  • atomicarchitects/equivariant-SBS’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 25, 2024
  • e3nn_tetris Public

    Simple Tetris Network in Torch 2.0 + C++ inference

    atomicarchitects/e3nn_tetris’s past year of commit activity
    Python 3 1 0 0 Updated Oct 22, 2024
  • pyspectra Public

    Library for computing, inverting, and visualizing spectra of local atomic environments

    atomicarchitects/pyspectra’s past year of commit activity
    Jupyter Notebook 5 1 0 0 Updated Oct 7, 2024
  • molmetrics Public

    Metrics for assessing 3D molecular structures.

    atomicarchitects/molmetrics’s past year of commit activity
    Python 5 MIT 0 1 0 Updated Sep 20, 2024
  • equiformer_v2 Public

    [ICLR 2024] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

    atomicarchitects/equiformer_v2’s past year of commit activity
    Python 213 MIT 26 14 1 Updated Jul 31, 2024
  • PriceofFreedom Public

    [GRaM at ICML'24] The Price of Freedom: Exploring Tradeoffs between Expressivity and Computational Efficiency in Equivariant Tensor Products

    atomicarchitects/PriceofFreedom’s past year of commit activity
    Jupyter Notebook 6 0 1 0 Updated Jul 31, 2024
  • equiformer Public

    [ICLR 2023 Spotlight] Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs

    atomicarchitects/equiformer’s past year of commit activity
    Python 208 MIT 38 7 1 Updated Jul 27, 2024

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