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@DataAnalyticsEngineering

Data Analytics in Engineering

The Data Analytics in Engineering research group is located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.
README.md

Welcome to the Data Analytics in Engineering research group located at the University of Stuttgart, Institute of Applied Mechanics (CE) and the SC SimTech.

Generating and processing data from simulations and for simulations is our passion. Navigate to research to find out more about our scientific objectives.

For more information please visit our website.

Popular repositories Loading

  1. FANS FANS Public

    FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.

    C++ 19 7

  2. UMAT_2scale_LSDYNA UMAT_2scale_LSDYNA Public

    Explore the fundamentals of implementing user-defined material routines in LS-DYNA using Python and C++. This includes the realization of two-scale simulation schemes using LS-DYNA.

    Jupyter Notebook 12 5

  3. MSUtils MSUtils Public

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    Python 4 1

  4. EQ2PC EQ2PC Public

    Equivalent 2 Point Correlation Microstructures

    Jupyter Notebook 3 3

  5. AiiDA-FANS AiiDA-FANS Public

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    Python 3 1

  6. ComBoNormal ComBoNormal Public

    ComBoNormal: Composite Boxel Normal Identification

    Jupyter Notebook 2

Repositories

Showing 10 of 16 repositories
  • UNOCG Public

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    DataAnalyticsEngineering/UNOCG’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Feb 2, 2026
  • FANS Public

    FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.

    DataAnalyticsEngineering/FANS’s past year of commit activity
    C++ 19 LGPL-3.0 7 5 5 Updated Feb 2, 2026
  • ciGEN Public Forked from vinhphunguyen/ciGEN
    DataAnalyticsEngineering/ciGEN’s past year of commit activity
    MATLAB 0 10 0 0 Updated Jan 15, 2026
  • MSUtils Public

    Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets

    DataAnalyticsEngineering/MSUtils’s past year of commit activity
    Python 4 LGPL-3.0 1 1 0 Updated Jan 11, 2026
  • AiiDA-FANS Public

    The AiiDA plugin for FANS, an FFT-based homogenization solver.

    DataAnalyticsEngineering/AiiDA-FANS’s past year of commit activity
    Python 3 LGPL-3.0 1 6 0 Updated Nov 19, 2025
  • PolycrystalDiffusion Public

    Interactive interface for microstructure generation and diffusion simulation in polycrystalline materials

    DataAnalyticsEngineering/PolycrystalDiffusion’s past year of commit activity
    Python 0 LGPL-3.0 0 1 0 Updated Oct 20, 2025
  • AdaptiveThermoMechROM Public

    Thermo-elastic linear homogenization with reduced order models and support for greedy sampling

    DataAnalyticsEngineering/AdaptiveThermoMechROM’s past year of commit activity
    Python 2 MIT 3 0 1 Updated Sep 18, 2025
  • GBDiffusion Public
    DataAnalyticsEngineering/GBDiffusion’s past year of commit activity
    Python 1 0 0 0 Updated Sep 12, 2025
  • VoigtReussNet Public

    Surrogates for microstructure property linkages that inherently fulfill the Voigt-Reuss bounds.

    DataAnalyticsEngineering/VoigtReussNet’s past year of commit activity
    Python 1 LGPL-3.0 0 0 0 Updated Jul 15, 2025
  • .github Public
    DataAnalyticsEngineering/.github’s past year of commit activity
    0 0 0 0 Updated Jul 1, 2025
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