kaist-amsg / Composition-Conditioned-Crystal-GANLinks
Composition-Conditioned Crystal GAN pytorch code
☆43Updated 3 years ago
Alternatives and similar repositories for Composition-Conditioned-Crystal-GAN
Users that are interested in Composition-Conditioned-Crystal-GAN are comparing it to the libraries listed below
Sorting:
- FTCP code☆34Updated last year
- Source code for generating materials with 20 space groups using PGCGM☆33Updated 2 years ago
- This is a conditionally generative model for crystal structures based on a modified version of CDVAE.☆31Updated 2 weeks ago
- image-based generative model for inverse design of solid state materials☆40Updated 3 years ago
- Learning to Discover Crystallographic Structures with Generative Adversarial Networks☆38Updated 5 years ago
- ☆26Updated 10 months ago
- [ICLR 2024] The implementation for the paper "Space Group Constrained Crystal Generation"☆43Updated 2 weeks ago
- ☆33Updated 11 months ago
- ☆28Updated 3 years ago
- An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]☆22Updated 8 months ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆41Updated 2 years ago
- This is the source code of CubicGAN generating cubic crystal structures using improved WGAN.☆10Updated 3 years ago
- Official implementation of DeepDFT model☆79Updated 2 years ago
- Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm☆15Updated last month
- Reference implementation of "SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects"☆76Updated 3 years ago
- Python library for the construction of porous materials using topology and building blocks.☆68Updated 3 weeks ago
- Original implementation of CSPML☆24Updated 6 months ago
- A text-guided diffusion model for crystal structure generation☆61Updated 3 weeks ago
- Integer Programming encoding for Crystal Structure Prediction with classic and quantum computing bindings☆48Updated 2 years ago
- Representation Learning from Stoichiometry☆59Updated 2 years ago
- ☆16Updated 2 years ago
- ☆31Updated 3 years ago
- Wyckoff Inorganic Crystal Generator Framework☆21Updated 3 months ago
- Generative materials benchmarking metrics, inspired by guacamol and CDVAE.☆40Updated last year
- ☆80Updated this week
- ☆10Updated last year
- Diffusion Probabilistic CDVAE☆23Updated last year
- ☆10Updated 5 months ago
- A collection of tools and databases for atomistic machine learning☆48Updated 4 years ago
- scripts to load all data from ICSD, Materials Project, and OQMD☆61Updated 2 years ago