usccolumbia / MLatticeABCLinks
Machine learning model for crystal lattice constant prediction
☆14Updated 4 years ago
Alternatives and similar repositories for MLatticeABC
Users that are interested in MLatticeABC are comparing it to the libraries listed below
Sorting:
- This is the source code of CubicGAN generating cubic crystal structures using improved WGAN.☆10Updated 3 years ago
- Code for calculating grouped representation of interatomic distances (GRID) from crystal structures, and applying this in machine learnin…☆12Updated 2 years ago
- Chemically Directed Atom Swap Hopping -- Crystal structure prediction by swapping atoms in unfavourable chemical environments☆22Updated 2 years ago
- The Element Movers Distance for chemical composition similarity☆36Updated 8 months ago
- ☆26Updated 2 years ago
- Learning to Discover Crystallographic Structures with Generative Adversarial Networks☆39Updated 6 years ago
- Representation Learning from Stoichiometry☆59Updated 3 years ago
- data and code to reduplicate paper: Topological representations of crystalline compounds for the machine-learning prediction of materials…☆22Updated 4 years ago
- Plots for "Machine-learned and codified synthesis parameters of oxide materials" in the journal Scientific Data☆14Updated 8 years ago
- Topological analysis for Li local space, site, pathway in crystal structures☆13Updated 5 years ago
- ☆26Updated last year
- ☆30Updated 4 years ago
- ☆35Updated 3 years ago
- Generative deep learning model for inorganic materials☆19Updated 2 years ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆41Updated 2 years ago
- image-based generative model for inverse design of solid state materials☆41Updated 3 years ago
- ☆22Updated 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 2 years ago
- A synthesis planning algorithm designed by Jiadong Chen, Wenhao Sun, in University of Michigan.☆21Updated last year
- Composition-Conditioned Crystal GAN pytorch code☆43Updated 3 years ago
- Solid-state synthesis science analyzer. Thermo, features, ML, and more.☆26Updated 3 years ago
- Source code for generating materials with 20 space groups using PGCGM☆34Updated 3 years ago
- ☆16Updated 3 years ago
- Twin-deep neural network for semi-supervised learning of materials properties☆12Updated 2 years ago
- This module uses Crystal Structure Prototype Database (CSPD) to generate a list of crystal structures for the system defined by user.☆19Updated 6 years ago
- Deep learning for crystal-structure recognition and analysis of atomic structures☆44Updated last year
- A toolkit for querying data in OQMD.☆21Updated 3 years ago
- FTCP code☆35Updated 2 years ago
- Data-driven risk-conscious thermoelectric materials discovery☆17Updated last month
- Crystal graph attention neural networks for materials prediction☆28Updated 2 years ago