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@IDEA-XL

IDEA AI4Science

The International Digital Economy Academy (“IDEA”) x-disciplinary research
README.md

Hi there 👋

IDEA-XL (AI for Science)

Welcome to the official GitHub organization for IDEA-XL, the AI for Science team at the International Digital Economy Academy (IDEA). We are a cross-disciplinary research group dedicated to advancing scientific discovery through cutting-edge AI.

Our research is focused on the intersection of artificial intelligence and the natural sciences, with a particular emphasis on chemistry, biology, and drug discovery. We develop novel models and datasets to tackle complex scientific challenges.

Our Mission

We believe that AI has the potential to revolutionize scientific research. Our mission is to build powerful tools that accelerate discovery and innovation in the sciences.

Get in Touch

To learn more about our work, visit our website at idea.edu.cn. For collaboration inquiries, please reach out through our official channels.

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  1. BioKinema BioKinema Public

    Official implementation for BioKinema

    Python 32 6

  2. InstructMol InstructMol Public

    InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery (COLING 2025)

    Python 56 8

  3. LigUnity LigUnity Public

    Official implementation for LigUnity: Hierarchical affinity landscape navigation through learning a shared pocket-ligand space.

    Python 63 9

  4. RAPM RAPM Public

    Code for paper "Rethinking Text-based Protein Understanding: Retrieval or LLM?"

    Python 21 6

  5. ChemCoTBench ChemCoTBench Public

    LLM Reasoning Benchmark & Chain-of-Thoughts Dataset for Chemistry

    Python 58 3

  6. MolClaw MolClaw Public

    Light, Practical, memory-enabled AI orchestrator for science. Built on NanoClaw.

    TypeScript 30 2

Repositories

Showing 10 of 22 repositories
  • SGRPO Public
    IDEA-XL/SGRPO's past year of commit activity
    Python 3 0 0 0 Updated Oct 9, 2026
  • BioKinema Public

    Official implementation for BioKinema

    IDEA-XL/BioKinema's past year of commit activity
    Python 32 Apache-2.0 6 1 0 Updated Sep 10, 2026
  • FormulAI-BCS Public
    IDEA-XL/FormulAI-BCS's past year of commit activity
    Python 0 0 0 0 Updated May 13, 2026
  • LigUnity Public

    Official implementation for LigUnity: Hierarchical affinity landscape navigation through learning a shared pocket-ligand space.

    IDEA-XL/LigUnity's past year of commit activity
    Python 63 Apache-2.0 9 4 0 Updated Mar 30, 2026
  • MolClaw Public

    Light, Practical, memory-enabled AI orchestrator for science. Built on NanoClaw.

    IDEA-XL/MolClaw's past year of commit activity
    TypeScript 30 2 0 0 Updated Mar 19, 2026
  • DirectMultiStep Public

    fork from https://github.com/batistagroup/DirectMultiStep

    IDEA-XL/DirectMultiStep's past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 13, 2025
  • qikpropservice Public

    qikprop service

    IDEA-XL/qikpropservice's past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Oct 30, 2025
  • REINVENT4 Public

    fork from reinvent4

    IDEA-XL/REINVENT4's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 29, 2025
  • ChemCoTBench Public

    LLM Reasoning Benchmark & Chain-of-Thoughts Dataset for Chemistry

    IDEA-XL/ChemCoTBench's past year of commit activity
    Python 58 3 1 0 Updated Oct 9, 2025
  • RAPM Public

    Code for paper "Rethinking Text-based Protein Understanding: Retrieval or LLM?"

    IDEA-XL/RAPM's past year of commit activity
    Python 21 MIT 6 0 0 Updated Oct 7, 2025
View all repositories

People

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