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@bessagroup

Bessa Research Group

Machine Learning for Materials & Structures

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  1. CRATE CRATE Public

    CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization

    Python 49 7

  2. f3dasm f3dasm Public

    Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)

    Python 128 33

  3. graphorge graphorge Public

    Graphorge: Open-source forge of Graph Neural Networks

    Jupyter Notebook 8 2

  4. hookeai hookeai Public

    HookeAI: An open-source ADiMU framework

    Python 13 3

Repositories

Showing 10 of 24 repositories
  • 3dasm_course Public

    Data-Driven Design & Analysis of Structures & Materials (3dasm)

    bessagroup/3dasm_course's past year of commit activity
    Jupyter Notebook 26 BSD-3-Clause 24 0 0 Updated Sep 8, 2026
  • f3dasm Public

    Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)

    bessagroup/f3dasm's past year of commit activity
    Python 128 BSD-3-Clause 33 7 3 Updated Sep 1, 2026
  • bbob-jax Public

    BBOB benchmark set for JAX

    bessagroup/bbob-jax's past year of commit activity
    Python 4 BSD-3-Clause 0 0 0 Updated Aug 21, 2026
  • metatopia Public
    bessagroup/metatopia's past year of commit activity
    Jupyter Notebook 6 BSD-3-Clause 0 1 0 Updated Aug 11, 2026
  • abaqus2py Public

    Abaqus to Python interface

    bessagroup/abaqus2py's past year of commit activity
    Python 0 BSD-3-Clause 0 14 1 Updated Jul 22, 2026
  • bessaplots Public

    Plotting utilities for scientific papers within the Bessa Group

    bessagroup/bessaplots's past year of commit activity
    Python 0 BSD-3-Clause 0 1 0 Updated Jun 16, 2026
  • VeBNN Public

    Cooperative variance estimation and Bayesian neural networks disentangle aleatoric and epistemic uncertainties

    bessagroup/VeBNN's past year of commit activity
    Jupyter Notebook 7 BSD-3-Clause 0 0 0 Updated Jun 4, 2026
  • rvesimulator Public

    Automated representative volume element simulator via abaqus for material constitutive law discovery

    bessagroup/rvesimulator's past year of commit activity
    Python 38 MIT 15 25 0 Updated May 6, 2026
  • MF-VeBRNN Public

    Single-to-multi-fidelity bayesian reccurent neural network for learning path dependent constitutive law

    bessagroup/MF-VeBRNN's past year of commit activity
    Jupyter Notebook 5 BSD-3-Clause 0 0 0 Updated Apr 10, 2026
  • graphorge Public

    Graphorge: Open-source forge of Graph Neural Networks

    bessagroup/graphorge's past year of commit activity
    Jupyter Notebook 8 MIT 2 5 3 Updated Feb 14, 2026
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