Skip to content
@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, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    C++ 23 8

  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 15 5

  3. MSUtils MSUtils Public

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

    Python 6 2

  4. VoigtReussNet VoigtReussNet Public

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    Python 5

  5. UNOCG UNOCG Public

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    Python 5

  6. AiiDA-FANS AiiDA-FANS Public

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

    Python 4 1

Repositories

Showing 10 of 16 repositories
  • FANS Public

    FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.

    DataAnalyticsEngineering/FANS's past year of commit activity
    C++ 23 LGPL-3.0 8 1 1 Updated Aug 31, 2026
  • MSUtils Public

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

    DataAnalyticsEngineering/MSUtils's past year of commit activity
    Python 6 LGPL-3.0 2 1 2 Updated Aug 26, 2026
  • PolycrystalDiffusion Public

    Interactive interface for microstructure generation and diffusion simulation in polycrystalline materials

    DataAnalyticsEngineering/PolycrystalDiffusion's past year of commit activity
    Python 2 LGPL-3.0 0 1 0 Updated Aug 4, 2026
  • AiiDA-FANS Public

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

    DataAnalyticsEngineering/AiiDA-FANS's past year of commit activity
    Python 4 LGPL-3.0 1 4 1 Updated Apr 3, 2026
  • VoigtReussNet Public

    AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees

    DataAnalyticsEngineering/VoigtReussNet's past year of commit activity
    Python 5 LGPL-3.0 0 0 0 Updated Feb 18, 2026
  • UNOCG Public

    Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

    DataAnalyticsEngineering/UNOCG's past year of commit activity
    Python 5 MIT 0 0 0 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
  • AdaptiveThermoMechROM Public

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

    DataAnalyticsEngineering/AdaptiveThermoMechROM's past year of commit activity
    Python 3 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
  • .github Public
    DataAnalyticsEngineering/.github's past year of commit activity
    0 0 0 0 Updated Jul 1, 2025
View all repositories

Top languages

Loading…

Most used topics

Loading…