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@bessagroup Bessa Research Group

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    22 repositories

    • bessaplots

      Public
      Plotting utilities for scientific papers within the Bessa Group
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Apr 22, 2026Apr 22, 2026

    • rvesimulator

      Public
      Automated representative volume element simulator via abaqus for material constitutive law discovery
      constitutive-model
      constitutive-model
      Python
      •
      MIT License
      •13•34•25•0•Updated Apr 17, 2026Apr 17, 2026

    • f3dasm

      Public
      Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)
      machine-learningframeworkdata-driven
      machine-learningframeworkdata-drivencomputational-mechanicsmaterials-sciencedesign-of-experiments
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •33•125•33•2•Updated Apr 14, 2026Apr 14, 2026

    • MF-VeBRNN

      Public
      Single-to-multi-fidelity bayesian reccurent neural network for learning path dependent constitutive law
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•5•0•0•Updated Apr 10, 2026Apr 10, 2026

    • bbob-jax

      Public
      BBOB benchmark set for JAX
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•4•0•0•Updated Apr 8, 2026Apr 8, 2026

    • 3dasm_course

      Public
      Data-Driven Design & Analysis of Structures & Materials (3dasm)
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •24•24•0•0•Updated Mar 24, 2026Mar 24, 2026

    • graphorge

      Public
      Graphorge: Open-source forge of Graph Neural Networks
      machine-learningdeep-learningpytorch
      machine-learningdeep-learningpytorchnvidia-gpugraph-neural-networksci-ml
      Jupyter Notebook
      •
      MIT License
      •2•8•5•3•Updated Feb 14, 2026Feb 14, 2026

    • VeBNN

      Public
      Cooperative variance estimation and Bayesian neural networks disentangle aleatoric and epistemic uncertainties
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•3•0•0•Updated Jan 28, 2026Jan 28, 2026

    • .github

      Public
      0•0•0•0•Updated Dec 19, 2025Dec 19, 2025

    • hookeai

      Public
      HookeAI: An open-source ADiMU framework
      deep-learningmaterial-designautomatic-differentiation
      deep-learningmaterial-designautomatic-differentiationpytorchmodel-updatingsci-mlmaterial-modeling
      Python
      •
      MIT License
      •0•8•0•0•Updated Dec 8, 2025Dec 8, 2025

    • cookiecutter-bessapypackage

      Public archive
      A Cookiecutter template for Python packages for the Bessa Research Group
      Python
      •0•0•0•0•Updated Nov 21, 2025Nov 21, 2025

    • bessa-pypi-template

      Public archive
      Template for a PyPI package compliant with the Bessa Research Group Python Development Code of Conduct
      Python
      •2•1•1•0•Updated Aug 1, 2025Aug 1, 2025

    • GGM

      Public
      GGM@SoE at Brown
      Jupyter Notebook
      •0•0•0•0•Updated Jul 16, 2025Jul 16, 2025

    • CRATE

      Public
      CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization
      computational-mechanicsclustering-analysismaterial-modelling
      computational-mechanicsclustering-analysismaterial-modellingcomputational-homogenization
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •7•45•0•0•Updated Jul 11, 2025Jul 11, 2025

    • f3dasm_optimize

      Public
      Optimization extension of f3dasm
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•3•1•Updated Apr 24, 2025Apr 24, 2025

    • mfbml

      Public
      A general framework for multi-fidelity Bayesian machine learning
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•6•0•Updated Feb 19, 2025Feb 19, 2025

    • CDDM

      Public
      Cooperative Data-Driven Modeling
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Aug 9, 2024Aug 9, 2024

    • f3dasm_simulate

      Public
      Simulation extension of f3dasm
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •3•1•0•0•Updated Sep 7, 2023Sep 7, 2023

    • nrto_jax_docs

      Public
      Documentation for NRTO_JAX repo
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Aug 6, 2023Aug 6, 2023

    • SQGP_SI

      Public
      Code for Supporting Infrmation for theQGP algorithm paper
      OpenEdge ABL
      •2•1•0•0•Updated Oct 11, 2022Oct 11, 2022

    • bessagroup

      Public
      A website for the research group
      SCSS
      •
      MIT License
      •2•1•9•0•Updated Sep 20, 2021Sep 20, 2021

    • BessaGroupBaseTemp

      Public
      SCSS
      •
      MIT License
      •1•0•0•0•Updated Jun 13, 2021Jun 13, 2021
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