Data Analytics in Engineering

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16 repositories

FANS
Public
FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.
cpp nonlinear high-performance-computing fast-fourier-transform microstructure multi-physics multiscale-simulation high-throughput-computing finite-element-method hyperelasticity
C++
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GNU Lesser General Public License v3.0
•7•19•5•5•Updated Mar 2, 2026Mar 2, 2026
VoigtReussNet
Public
Surrogates for microstructure property linkages that inherently fulfill the Voigt-Reuss bounds.
neural-networks composite-materials spectral-normalization constitutive-model homogenization scientific-machine-learning physics-constrained inverse-design structure-property-linkages multiscale-modeling
Python
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GNU Lesser General Public License v3.0
•0•4•0•0•Updated Feb 18, 2026Feb 18, 2026
UNOCG
Public
Accelerating Conjugate Gradient Solvers using Unitary Neural Operators
Python
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MIT License
•0•2•0•0•Updated Feb 2, 2026Feb 2, 2026
ciGEN
Public
MATLAB
•10•0•0•0•Updated Jan 15, 2026Jan 15, 2026
MSUtils
Public
Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets
voronoi periodic microstructure tpms heterogeneous image-based microstructure-generator microstructure-characterization spinodal
Python
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GNU Lesser General Public License v3.0
•1•4•1•0•Updated Jan 11, 2026Jan 11, 2026
AiiDA-FANS
Public
The AiiDA plugin for FANS, an FFT-based homogenization solver.
plugin aiida fans
Python
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GNU Lesser General Public License v3.0
•1•3•6•0•Updated Nov 19, 2025Nov 19, 2025
PolycrystalDiffusion
Public
Interactive interface for microstructure generation and diffusion simulation in polycrystalline materials
Python
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GNU Lesser General Public License v3.0
•0•0•1•0•Updated Oct 20, 2025Oct 20, 2025
AdaptiveThermoMechROM
Public
Thermo-elastic linear homogenization with reduced order models and support for greedy sampling
Python
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MIT License
•3•2•0•1•Updated Sep 18, 2025Sep 18, 2025
GBDiffusion
Public
Python
•0•1•0•0•Updated Sep 12, 2025Sep 12, 2025
.github
Public
0•0•0•0•Updated Jul 1, 2025Jul 1, 2025
ThermoNTFA
Public
Thermomechanical Nonuniform Transformation Field Analysis
Python
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Other
•3•2•0•0•Updated Apr 22, 2025Apr 22, 2025
nfdi-demonstrator
Public
NFDI-Matwerk demonstrator by @DataAnalyticsEngineering
Jupyter Notebook
•0•0•0•0•Updated Apr 7, 2025Apr 7, 2025
Linear_Homogenization_data
Public
Python
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GNU General Public License v3.0
•0•0•0•0•Updated Jan 13, 2025Jan 13, 2025
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 s…
Jupyter Notebook
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Other
•5•12•0•0•Updated Nov 11, 2024Nov 11, 2024
ComBoNormal
Public
ComBoNormal: Composite Boxel Normal Identification
Jupyter Notebook
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Other
•0•2•0•0•Updated Aug 22, 2024Aug 22, 2024
EQ2PC
Public
Equivalent 2 Point Correlation Microstructures
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•3•3•0•6•Updated Dec 27, 2022Dec 27, 2022