stke9 / SliceGANLinks
☆118Updated last year
Alternatives and similar repositories for SliceGAN
Users that are interested in SliceGAN are comparing it to the libraries listed below
Sorting:
- generate dataset for microlib.io☆16Updated 2 years ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models' (Nature Machine Intelligenc…☆80Updated last year
- Microstructure Characterization and Reconstruction in Python☆54Updated 10 months ago
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆24Updated 2 years ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆67Updated last week
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- Extraction of mechanical properties of materials through deep learning from instrumented indentation☆72Updated 3 years ago
- ArunBaskaran / Image-Driven-Machine-Learning-Approach-for-Microstructure-Classification-and-Segmentation-Ti-6Al-4V☆20Updated 10 months ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆39Updated 5 years ago
- Graph neural networks for stress and strain fields prediction☆56Updated 2 years ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆18Updated 2 months ago
- A set of tools for characterizing and analyzing 3D images of porous materials☆377Updated this week
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆27Updated 2 years ago
- ☆26Updated 5 years ago
- HuysmanWang / Deep-learning-aided-porous-media-hydrodynamic-analysis-and-three-dimensional-reconstructionThe study of hydrodynamic behavior and water-rock interaction mechanisms is typically characterized by high computational efficiency requ…☆45Updated 8 months ago
- Deep learning for rapid characterization of porous materials☆52Updated 9 months ago
- A Matlab toolbox to plot and to analyze nanoindentation data (with conical indenters)☆21Updated 2 years ago
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆33Updated last month
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆30Updated 4 years ago
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆30Updated last year
- ☆31Updated 3 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated last year
- Code base for the graph neural network-based polygrain microstructure property prediction project☆48Updated 3 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆50Updated 3 years ago
- Thermodynamics-based Artificial Neural Networks☆30Updated 2 years ago
- TomoWarp2: a local Digital Volume Correlation code. To cite this software publication: http://www.sciencedirect.com/science/article/pii/S…☆25Updated 2 years ago
- The repository for the Physics-Regulated Interpretable Machine Learning Microstructure Evolution (PRIMME) framework for learning and emul…☆17Updated 7 months ago
- ☆32Updated 3 years ago
- These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method☆86Updated 6 years ago
- A deep learning and genetic algorithm framework for tailoring the mechanical properties of 3D microstructures☆13Updated 2 years ago