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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
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FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.
C++
24
8
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
16
6
Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets
Python
7
2
Accelerating Conjugate Gradient Solvers using Unitary Neural Operators
Python
6
AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees
Python
5
The AiiDA plugin for FANS, an FFT-based homogenization solver.
Python
4
1
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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++
24
LGPL-3.0
8
1
0
Updated Nov 9, 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 Oct 8, 2026
MSUtils
Public
Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets
DataAnalyticsEngineering/MSUtils's past year of commit activity
Python
7
LGPL-3.0
2
1
0
Updated Oct 4, 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
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
6
MIT
0
0
0
Updated Feb 2, 2026
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
DataAnalyticsEngineering/GBDiffusion's past year of commit activity
Python
1
0
0
0
Updated Sep 12, 2025
DataAnalyticsEngineering/.github's past year of commit activity
0
0
0
0
Updated Jul 1, 2025
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