DataAnalyticsEngineering repositories

16 repositories

FANS
Public
FANS: an open-source, highly efficient, and parallel FFT-based homogenization solver for microscale multiphysics problems.
cpp nonlinear high-performance-computing
cpp nonlinear high-performance-computing fast-fourier-transform microstructure multi-physics multiscale-simulation high-throughput-computing finite-element-method hyperelasticity
C++
•
GNU Lesser General Public License v3.0
•8•23•1•0•Updated Oct 10, 2026Oct 10, 2026
AiiDA-FANS
Public
The AiiDA plugin for FANS, an FFT-based homogenization solver.
plugin aiida fans
plugin aiida fans
Python
•
GNU Lesser General Public License v3.0
•1•4•4•1•Updated Oct 8, 2026Oct 8, 2026
MSUtils
Public
Microstructure utilities for creating, processing and exporting voxelized 3D microstructure image datasets
voronoi periodic microstructure
voronoi periodic microstructure tpms heterogeneous image-based microstructure-generator microstructure-characterization spinodal
Python
•
GNU Lesser General Public License v3.0
•2•7•1•0•Updated Oct 4, 2026Oct 4, 2026
PolycrystalDiffusion
Public
Interactive interface for microstructure generation and diffusion simulation in polycrystalline materials
Python
•
GNU Lesser General Public License v3.0
•0•2•1•0•Updated Aug 4, 2026Aug 4, 2026
VoigtReussNet
Public
AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees
neural-networks composite-materials spectral-normalization
neural-networks composite-materials spectral-normalization constitutive-model homogenization scientific-machine-learning physics-constrained inverse-design structure-property-linkages multiscale-modeling
Python
•
GNU Lesser General Public License v3.0
•0•5•0•0•Updated Feb 18, 2026Feb 18, 2026
UNOCG
Public
Accelerating Conjugate Gradient Solvers using Unitary Neural Operators
Python
•
MIT License
•0•6•0•0•Updated Feb 2, 2026Feb 2, 2026
ciGEN
Public
MATLAB
•10•0•0•0•Updated Jan 15, 2026Jan 15, 2026
AdaptiveThermoMechROM
Public
Thermo-elastic linear homogenization with reduced order models and support for greedy sampling
Python
•
MIT License
•3•3•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
•
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
•
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
•
Other
•6•15•0•0•Updated Nov 11, 2024Nov 11, 2024
ComBoNormal
Public
ComBoNormal: Composite Boxel Normal Identification
Jupyter Notebook
•
Other
•0•2•0•0•Updated Aug 22, 2024Aug 22, 2024
EQ2PC
Public
Equivalent 2 Point Correlation Microstructures
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•3•3•0•6•Updated Dec 27, 2022Dec 27, 2022

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Data Analytics in Engineering

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16 repositories

FANS

AiiDA-FANS

MSUtils

PolycrystalDiffusion

VoigtReussNet

UNOCG

ciGEN

AdaptiveThermoMechROM

GBDiffusion

.github

ThermoNTFA

nfdi-demonstrator

Linear_Homogenization_data

UMAT_2scale_LSDYNA

ComBoNormal

EQ2PC

Repositories list

16 repositories