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.

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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

FANS FANS Public

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

C++ 23 7
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 14 5
MSUtils MSUtils Public

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

Python 6 1
VoigtReussNet VoigtReussNet Public

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

Python 5
UNOCG UNOCG Public

Accelerating Conjugate Gradient Solvers using Unitary Neural Operators

Python 5
AiiDA-FANS AiiDA-FANS Public

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

Python 4 1

Repositories

Type Language Sort

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 1 1 2 Updated Aug 26, 2026
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 7 1 1 Updated Aug 20, 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