chiang-yuan / llamp
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
☆59Updated last week
Related projects: ⓘ
- ☆24Updated 2 weeks ago
- ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data☆68Updated last month
- create a glossary out of your manuscript in materials and chemistry – instantly☆11Updated 2 months ago
- A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications☆73Updated 2 months ago
- Large Language Model for Catalyst Property Prediction☆19Updated 6 months ago
- ☆23Updated last month
- Foundation Model for Materials - FM4M☆27Updated this week
- ☆20Updated 3 months ago
- ☆10Updated last week
- SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications]☆49Updated this week
- Unified machine learning model for predicting polymer properties through human language instructions☆13Updated 8 months ago
- Language-interfaced fine-tuning for chemistry☆31Updated 9 months ago
- A Large Language Model of the CIF format for Crystal Structure Generation☆48Updated last week
- Screening the Materials Project for novel materials to be synthesized by the autonomous laboratory (A-Lab).☆36Updated 11 months ago
- Text-based modeling of materials.☆23Updated this week
- This repo contains code and data of our contribution to the 2024 LLM Hackathon, materials' property prediction from textual descriptions …☆9Updated 4 months ago
- The MOF website for property prediction and community engagement.☆28Updated 3 weeks ago
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆24Updated 2 weeks ago
- Application of Large Language Models (LLM) for computational materials science - visit jan-janssen.com/LangSim☆53Updated this week
- a curated list of resources for everyone interested in learning about digital chemistry☆18Updated 2 months ago
- Tutorial on LLMs and agents☆14Updated 2 months ago
- Thermodynamically Explainable Representations of AI and other black-box Paradigms☆16Updated last month
- Explore State-of-the-Art Materials Design Methods: https://www.nature.com/articles/s41524-024-01259-w☆57Updated this week
- Higher-order equivariant neural networks for charge density prediction in materials☆29Updated last month
- polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics☆36Updated 2 weeks ago
- A template for Python packages. Developed by the @quantum-accelerators☆10Updated 2 weeks ago
- A python package to deconstruct MOFs into building units, compute porosity, remove unbound guests and compute cheminfomatic data of build…☆15Updated last week
- ORB forcefield models from Orbital Materials☆134Updated this week
- ChemDataWriter is a transformer-based library for automatically generating research books in the chemistry area.☆14Updated 11 months ago
- Fun with P🙂s strings - canonicalize, randomize, dimerize, fingerprint☆25Updated 2 weeks ago