Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)
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Jul 29, 2026 - Python
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homogenization
Here are 19 public repositories matching this topic...
ANSYS Workbench extension for multiscale modeling of composite materials using SwiftComp. Provides seamless integration of homogenization, dehomogenization, and failure analysis. Features intuitive GUI for beam, plate, and solid models with built-in visualization tools.
python mechanical-engineering finite-element-analysis composite-materials structural-analysis ansys ansys-apdl apdl homogenization multiscale-modeling ansys-model mechanicsofmaterials ansys-workbench dehomogenization act-extension
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Jun 29, 2025 - Python
AI4Engineering: Machine learning surrogates for universal microstructure-property forecasting with physical guarantees
neural-networks composite-materials spectral-normalization constitutive-model homogenization scientific-machine-learning physics-constrained inverse-design structure-property-linkages multiscale-modeling voigt-reuss-net
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Feb 18, 2026 - Python
BCC unit cell with structured mesh in ABAQUS
cad abaqus fem bcc hexahedral-mesh multi-scale structured-mesh homogenization lattice-structures unit-cell-modelling unit-cell lattice-material abaqus-python-script
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Jun 5, 2024 - Python
3D full-field mechanical homogenization fenics code: finite strains and mixed stress controlled
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Oct 30, 2023 - Python
3D full-field magnetomechanical homogenization fenics code: finite strains, viscosity, incompressibility and mixed stress/flux controlled
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Mar 14, 2024 - Python
scikit-elasticity is a library for working with anisotropic elasticity in Python.
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Jun 16, 2026 - Python
Periodic Mesh Generation of BCC Lattice Materials using SALOME for FEM Analysis
cad mesh mesh-generation fem finite-elements bcc lattices salome multi-scale salome-platform homogenization salome-meca
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Jun 28, 2025 - Python
Homogenization procedure for meteorological timeseries according to González-Rouco, 2001
python quality-control time-series climate meteorology stars climatology changepoint breakpoint-detection homogenization station-data polars inhomogeneity snht reference-series buishand pettitt worsley easterling-peterson rodionov
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Aug 11, 2026 - Python
Two-scale FE² for hyperelastic periodic microstructures in DOLFINx: first-order and micromorphic homogenization, POD + ECM hyper-reduction, post-buckling
pod multiscale hyperelasticity buckling fe2 homogenization hyper-reduction dolfinx fenicsx micromorphic
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Aug 10, 2026 - Python
Abaqus/CAE plug-in to build RVEs of UD fiber-reinforced polymers and compute effective elastic/CTE, viscoelastic, elastoplastic and thermal-conductivity properties under periodic boundary conditions.
python abaqus composites periodic-boundary-conditions homogenization finite-element micromechanics rve abaqus-plugin fiber-reinforced-polymer
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Jul 21, 2026 - Python
This repository contains the code for our ACM SCF 2025 paper “Random-Walk Microstructures for Differentiable Topology Optimization.”
python machine-learning neural-networks computational-mechanics materials-science metamaterials microstructure topology-optimization homogenization inverse-design
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Jun 15, 2026 - Python
Bauer, J. K., & Böhlke, T. (2022). On the dependence of orientation averaging mean field homogenization on planar fourth-order fiber orientation tensors. Mechanics of Materials, 104307.
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May 5, 2022 - Python
FreeCAD based UI for beam cross section analysis for structures like wind turbines
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May 28, 2026 - Python
An open-source FEniCS-based numerical homogenization framework
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Jun 29, 2026 - Python
A Deep Learning Model For Homogenization of Two-Phase High-Contrast Three-dimensional Materials
deep-learning convolutional-neural-networks materials-informatics homogenization structure-property-linkages
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Jan 25, 2020 - Python
Fiber reinforced composite analysis
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Jul 7, 2025 - Python
Fenicsx Python FEM Project to compute cell homogenization and effective Stiffness Matrix
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Jan 8, 2026 - Python
2D and 3D representative volume element generation, meshing, and Ferrite.jl homogenization for long-fibre composite plies.
python scientific-computing meshing microstructure gmsh composites ferrite homogenization finite-element rve
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Apr 22, 2026 - Python
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