vertaix / LLM4Mat-BenchLinks
Code and data used to create and evaluate LLM4Mat-Bench
☆20Updated 10 months ago
Alternatives and similar repositories for LLM4Mat-Bench
Users that are interested in LLM4Mat-Bench are comparing it to the libraries listed below
Sorting:
- A repository for the LLM-Prop implementation☆48Updated last year
- SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS☆117Updated 5 months ago
- A Large Language Model of the CIF format for Crystal Structure Generation☆127Updated 8 months ago
- A repository for implementing graph network models based on atomic structures.☆93Updated last year
- AI for crystal materials☆81Updated this week
- BAMBOO (Bytedance AI Molecular BOOster) is an AI-driven machine learning force field designed for precise and efficient electrolyte simu…☆122Updated 4 months ago
- DenseGNN: universal and scalable deeper graph neural networks for high-performance property prediction in crystals and molecules☆24Updated 8 months ago
- Space Group Informed Transformer for Crystalline Materials Generation☆117Updated 2 months ago
- Higher-order equivariant neural networks for charge density prediction in materials☆61Updated 7 months ago
- Transformer model for structure-agnostic metal-organic frameworks (MOF) property prediction☆54Updated 2 years ago
- Code for “From Molecules to Materials Pre-training Large Generalizable Models for Atomic Property Prediction”.☆60Updated 10 months ago
- Matbench: Benchmarks for materials science property prediction☆167Updated last year
- Official implementation of DeepDFT model☆82Updated 2 years ago
- This is a conditionally generative model for crystal structures based on a modified version of CDVAE.☆34Updated 2 months ago
- Composition-Conditioned Crystal GAN pytorch code☆43Updated 3 years ago
- DeePMD-kit plugin for various graph neural network models☆48Updated this week
- The official code respository for "Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding" (ICLR 2024)☆24Updated 6 months ago
- FTCP code☆35Updated last year
- This repository includes software for the paper "Multi-task learning for molecular electronic structure approaching coupled-cluster accur…☆24Updated 11 months ago
- [ICLR 2024] The implementation for the paper "Space Group Constrained Crystal Generation"☆51Updated 3 months ago
- Open MatSci ML Toolkit is a framework for prototyping and scaling out deep learning models for materials discovery supporting widely used…☆180Updated 5 months ago
- A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications☆98Updated last year
- ☆14Updated 2 years ago
- Workflow for creating and analyzing the Open Catalyst Dataset☆112Updated 7 months ago
- Large language models to generate stable crystals.☆112Updated last year
- Text-based modeling of materials.☆32Updated 9 months ago
- Official code for Periodic Graph Transformers for Crystal Material Property Prediction (NeurIPS 2022)☆103Updated last year
- This repository contains a collection of resources and papers on GNN Models on Crystal Solid State Materials☆99Updated 3 months ago
- A text-guided diffusion model for crystal structure generation☆63Updated 3 months ago
- ☆15Updated last year