NU-CUCIS / MDN-GANLinks
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
☆9Updated 2 years ago
Alternatives and similar repositories for MDN-GAN
Users that are interested in MDN-GAN are comparing it to the libraries listed below
Sorting:
- Code base for the graph neural network-based polygrain microstructure property prediction project☆45Updated 3 years ago
- A deep learning Bayesian framework for attribute driven inverse materials design☆14Updated 5 years ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- ☆29Updated 2 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- ☆29Updated 3 years ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated 3 weeks ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆16Updated 6 months ago
- Microstructure Characterization and Reconstruction in Python☆46Updated 5 months ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆31Updated 2 months ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆48Updated 11 months ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 2 years ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆19Updated 5 months ago
- ☆25Updated 4 years ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆26Updated 8 months ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- generate dataset for microlib.io☆12Updated 2 years ago
- mechanoChemML library☆17Updated 2 years ago
- Dislocation dynamics codes☆11Updated 7 years ago
- A Python package to work with material microstructures and 3d data sets☆51Updated last week
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 3 years ago
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆15Updated last month
- Python Laboratory for Dislocation Dynamics☆9Updated last year
- Phase field model for material science applications.☆25Updated 6 years ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆37Updated 2 weeks ago
- Image Analysis of Particles for particle spacing and and size distributions☆10Updated 6 years ago
- ☆15Updated 2 years ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆35Updated 2 years ago