NU-CUCIS / MDN-GANLinks
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
☆10Updated 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☆46Updated 3 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆29Updated 4 years ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆18Updated 8 years ago
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆32Updated last week
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated 9 months ago
- ☆31Updated 3 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- Phase field model for material science applications.☆26Updated 6 years ago
- A Python package to work with material microstructures and 3d data sets☆52Updated 2 months ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆49Updated 2 weeks ago
- A deep learning Bayesian framework for attribute driven inverse materials design☆14Updated 5 years ago
- Microstructure Characterization and Reconstruction in Python☆52Updated 7 months ago
- python library for post-processing of Electron Backscattered Diffraction (EBSD) data☆29Updated 3 months ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆38Updated this week
- ☆32Updated 3 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 3 years ago
- Expanded dataset of mechanical properties and observed phases of multi-principal element alloys☆36Updated 3 years ago
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆75Updated 8 months ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆39Updated last year
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆22Updated 3 years ago
- Files for the MSE2001 course Introduction to Python for Materials Engineers☆56Updated last year
- Script for generate a 2D geometry based on a Voronoi diagram in COMSOL with Livelink for MATLAB☆18Updated 3 years ago
- ☆20Updated 4 years ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆36Updated 4 years ago
- Synthetic microstructure generator. Online documentation:☆22Updated 4 years ago
- Kinetic Monte Carlo Simulator☆30Updated 4 years ago
- Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59☆74Updated last week
- Computation of lattice Green function for dislocation topologies☆12Updated 6 years ago