originofmatter / MatGANLinks
Generative deep learning model for inorganic materials
☆19Updated 2 years ago
Alternatives and similar repositories for MatGAN
Users that are interested in MatGAN are comparing it to the libraries listed below
Sorting:
- MaterialsCoord: infrastructure to benchmark crystal structure coordination algorithms☆20Updated 2 years ago
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Updated 2 years ago
- ☆35Updated 4 months ago
- Active learning workflow developed as a part of the upcoming article "Machine Learning Inter-Atomic Potentials Generation Driven by Activ…☆28Updated 4 years ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆12Updated 2 years ago
- Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.☆38Updated 2 years ago
- Inorganic Reaction Prediction☆11Updated last year
- The Element Movers Distance for chemical composition similarity☆36Updated 10 months ago
- ☆26Updated 2 years ago
- image-based generative model for inverse design of solid state materials☆42Updated 3 years ago
- Software for evaluating pareto-optimal synthesis pathways☆24Updated last year
- Original implementation of CSPML☆29Updated last year
- Representation Learning from Stoichiometry☆60Updated 3 years ago
- The Wren sits on its Roost in the Aviary.☆61Updated 3 weeks ago
- Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.☆30Updated 4 years ago
- ☆16Updated 3 years ago
- Learning to Discover Crystallographic Structures with Generative Adversarial Networks☆39Updated 6 years ago
- A tool for generating unique ordered structures corresponding to a given disordered structure.☆17Updated 2 years ago
- An algorithm to match crystal structures atom-to-atom☆53Updated 2 years ago
- Predict materials properties using only the composition information!