lamalab-org / MatTextLinks
Text-based modeling of materials.
☆34Updated last year
Alternatives and similar repositories for MatText
Users that are interested in MatText are comparing it to the libraries listed below
Sorting:
- ☆35Updated 4 months ago
- [NeurIPS 2024] source code for "A Recipe for Charge Density Prediction"☆39Updated last year
- Code for “From Molecules to Materials Pre-training Large Generalizable Models for Atomic Property Prediction”.☆62Updated last year
- [NeurIPS 2024] Official implementation of the Efficiently Scaled Attention Interatomic Potential☆57Updated 4 months ago
- Generative materials benchmarking metrics, inspired by guacamol and CDVAE.☆41Updated last year
- ☆10Updated 7 months ago
- A text-guided diffusion model for crystal structure generation☆74Updated 8 months ago
- [TMLR 2024 J2C Certification] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields☆40Updated 11 months ago
- Reference implementation of "Ewald-based Long-Range Message Passing for Molecular Graphs" (ICML 2023)☆51Updated 2 years ago
- Multimodal Transformer for Predicting Global Minimum Adsorption Energy☆27Updated 10 months ago
- A Reinforcement Framework for Inverse Design of MOFs☆34Updated last year
- A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications☆101Updated last year
- ☆48Updated last year
- Unified machine learning model for predicting polymer properties through human language instructions☆27Updated 9 months ago
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆33Updated last year
- [npj Comp. Mat.] Higher-order equivariant neural networks for charge density prediction in materials☆71Updated 11 months ago
- [ICML'24] Adsorbate Placement via Conditional Denoising Diffusion☆23Updated last year
- a curated list of resources for everyone interested in learning about digital chemistry☆36Updated 2 weeks ago
- [ICLR'24] Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for Molecule Generation☆28Updated 11 months ago
- ☆14Updated 2 years ago
- ☆29Updated 3 years ago
- State-of-the-art generative model for crystal structure prediction and de novo generation of inorganic crystals.☆41Updated 3 weeks ago
- AMPtorch: Atomistic Machine Learning Package (AMP) - PyTorch☆61Updated 2 years ago
- DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning (Nature Computational Science, under proof)☆16Updated last month
- Reference implementation of "SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects"☆85Updated 3 years ago
- This repository includes software for the paper "Multi-task learning for molecular electronic structure approaching coupled-cluster accur…☆25Updated last year
- Materials Transformers☆25Updated 3 years ago
- A Newtonian message passing network for deep learning of interatomic potentials and forces☆45Updated this week
- ☆20Updated 2 months ago
- ☆24Updated 2 months ago