originofmatter / MatGANLinks
Generative deep learning model for inorganic materials
☆18Updated 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☆19Updated 2 years ago
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Updated 2 years 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
- Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.☆37Updated 2 years ago
- ☆26Updated 2 years ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆12Updated 2 years ago
- The Wren sits on its Roost in the Aviary.☆61Updated last month
- ☆34Updated 2 months ago
- SPINNER (Structure Prediction of Inorganic crystals using Neural Network potentials with Evolutionary and Random searches)☆14Updated last year
- SLMat: ServerLess Materials Design Toolkit, Preprint: https://doi.org/10.26434/chemrxiv-2024-fqq27☆21Updated last month
- Code Repository for "Direct prediction of phonon density of states with Euclidean neural network"☆28Updated 3 years ago
- The Element Movers Distance for chemical composition similarity☆36Updated 7 months ago
- Representation Learning from Stoichiometry☆58Updated 2 years ago
- Mirror of http://zeoplusplus.org/☆11Updated 7 years ago
- An algorithm to match crystal structures atom-to-atom☆53Updated 2 years ago
- ☆21Updated 6 years ago
- Inorganic Reaction Prediction☆11Updated last year
- A Python package for adding uncertainties to neural network models of chemical systems.☆26Updated 3 years ago
- Original implementation of CSPML☆28Updated 10 months ago
- Software for evaluating pareto-optimal synthesis pathways☆25Updated last year
- tools for machine learning in condensed matter physics and quantum chemistry☆33Updated 3 years ago
- A tool for generating unique ordered structures corresponding to a given disordered structure.☆17Updated last year
- Alchemical machine learning interatomic potentials☆31Updated last year
- Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.☆30Updated 4 years ago
- image-based generative model for inverse design of solid state materials☆41Updated 3 years ago
- Train, fine-tune, and manipulate machine learning models for atomistic systems☆48Updated this week
- dataset augmentation for atomistic machine learning☆20Updated 4 months ago
- Sparse Gaussian Process Potentials☆28Updated last month
- ☆16Updated 3 years ago
- Generative materials benchmarking metrics, inspired by guacamol and CDVAE.☆40Updated last year