chiang-yuan / llampLinks
A web app and Python API for multi-modal RAG framework to ground LLMs on high-fidelity materials informatics. An agentic materials scientist powered by @materialsproject, @langchain-ai, and @openai
☆85Updated 10 months ago
Alternatives and similar repositories for llamp
Users that are interested in llamp are comparing it to the libraries listed below
Sorting:
- A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications☆98Updated last year
- ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data☆75Updated 2 months ago
- ☆42Updated last month
- Language-interfaced fine-tuning for chemistry☆44Updated last year
- A Large Language Model of the CIF format for Crystal Structure Generation☆119Updated 7 months ago
- train and use graph-based ML models of potential energy surfaces☆103Updated 3 weeks ago
- This repository includes software for the paper "Multi-task learning for molecular electronic structure approaching coupled-cluster accur…☆24Updated 10 months ago
- Predict and Inverse design for metal-organic framework with large-language models (llms)☆89Updated 3 months ago
- Large Language Model for Catalyst Property Prediction☆26Updated last year
- A repository for the LLM-Prop implementation☆46Updated last year
- Predicting molecular structure from Infrared (IR) Spectra☆23Updated last year
- A text-guided diffusion model for crystal structure generation☆62Updated 2 months ago
- Higher-order equivariant neural networks for charge density prediction in materials☆60Updated 6 months ago
- A unified platform for fine-tuning atomistic foundation models in chemistry and materials science☆57Updated last month
- Matbench: Benchmarks for materials science property prediction☆164Updated last year
- SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS☆115Updated 5 months ago
- A repository for implementing graph network models based on atomic structures.☆91Updated last year
- Application of Large Language Models (LLM) for computational materials science - visit jan-janssen.com/LangSim☆67Updated last month
- Fun with P🙂s strings - canonicalize, randomize, dimerize, fingerprint☆35Updated 11 months ago
- polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics☆65Updated 11 months ago
- ☆10Updated 2 months ago
- Large language models to generate stable crystals.☆110Updated last year
- Multimodal Transformer for Predicting Global Minimum Adsorption Energy☆19Updated 4 months ago
- scalable molecular simulation☆137Updated last month
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆31Updated 11 months ago
- How good are LLMs at chemistry?☆109Updated this week
- A benchmark dataset for polymer informatics.☆75Updated 4 years ago
- [TMLR 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields☆38Updated 6 months ago
- Universal Transfer Learning in Porous Materials, including MOFs.☆108Updated last year
- Chemist AI Agent for Rational Inverse Design of Materials☆38Updated 5 months ago