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
- The Wren sits on its Roost in the Aviary.☆58Updated last week
- Inorganic Reaction Prediction☆12Updated 11 months ago
- Active learning workflow developed as a part of the upcoming article "Machine Learning Inter-Atomic Potentials Generation Driven by Activ…☆27Updated 3 years ago
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Updated 2 years ago
- ☆32Updated 4 years ago
- SPINNER (Structure Prediction of Inorganic crystals using Neural Network potentials with Evolutionary and Random searches)☆14Updated 11 months ago
- ☆26Updated last year
- An algorithm to match crystal structures atom-to-atom☆52Updated 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.☆37Updated last year
- Data-driven risk-conscious thermoelectric materials discovery☆16Updated last week
- Deep learning for crystal-structure recognition and analysis of atomic structures☆42Updated last year
- Software for evaluating pareto-optimal synthesis pathways☆25Updated last year
- Random symmetric initialization of crystals☆22Updated 7 years ago
- Code Repository for "Direct prediction of phonon density of states with Euclidean neural network"☆27Updated 3 years ago
- Alchemical machine learning interatomic potentials☆29Updated 8 months ago
- Efficient phase diagram construction based on uncertainty sampling☆14Updated 2 years ago
- Distributed representations of atoms, inspired by the Skip-gram model☆26Updated 2 years ago
- ☆21Updated 5 years ago
- Original implementation of CSPML☆24Updated 6 months ago
- A Python package for adding uncertainties to neural network models of chemical systems.☆26Updated 3 years ago
- Representation Learning from Stoichiometry☆58Updated 2 years ago
- A software for automating materials science computations☆31Updated last month
- Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.☆30Updated 4 years ago
- Predict materials properties using only the composition information!☆17Updated last month
- image-based generative model for inverse design of solid state materials☆40Updated 3 years ago
- The Element Movers Distance for chemical composition similarity☆34Updated 3 months ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆12Updated 2 years ago
- python workflow toolkit☆40Updated this week
- Wyckoff Inorganic Crystal Generator Framework☆22Updated 4 months ago