usccolumbia / mtransformerLinks
Materials Transformers
☆25Updated 2 years ago
Alternatives and similar repositories for mtransformer
Users that are interested in mtransformer are comparing it to the libraries listed below
Sorting:
- ☆35Updated 3 years ago
- Learning to Discover Crystallographic Structures with Generative Adversarial Networks☆39Updated 6 years ago
- FTCP code☆35Updated 2 years ago
- Scalable graph neural networks for materials property prediction☆63Updated last year
- A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications☆99Updated last year
- Composition-Conditioned Crystal GAN pytorch code☆43Updated 3 years ago
- Source code for generating materials with 20 space groups using PGCGM☆34Updated 2 years ago
- A text-guided diffusion model for crystal structure generation☆70Updated 6 months ago
- A system for rapid identification and analysis of metal-organic frameworks☆63Updated this week
- image-based generative model for inverse design of solid state materials☆41Updated 3 years ago
- ☆29Updated 3 years ago
- A graph neural network for the prediction of bond dissociation energies for molecules of any charge.☆65Updated 3 months ago
- Generative materials benchmarking metrics, inspired by guacamol and CDVAE.☆41Updated last year
- ☆34Updated 2 months ago
- Reference implementation of "SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects"☆80Updated 3 years ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆41Updated 2 years ago
- ☆30Updated 4 years ago
- ☆10Updated 5 months ago
- G-SchNet extension for SchNetPack☆63Updated 3 weeks ago
- ☆26Updated last year
- "Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures", Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Je…☆35Updated 6 years ago
- ☆14Updated 2 years ago
- ☆20Updated 3 weeks ago
- Mirror of http://zeoplusplus.org/☆11Updated 7 years ago
- Unsupervised learning of atomic scale dynamics from molecular dynamics.☆83Updated 3 years ago
- This is a conditionally generative model for crystal structures based on a modified version of CDVAE.☆37Updated last month
- Representation Learning from Stoichiometry☆59Updated 2 years ago
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆32Updated last year
- A benchmark dataset for polymer informatics.☆81Updated 4 years ago
- [NeurIPS 2024] source code for "A Recipe for Charge Density Prediction"☆38Updated 11 months ago