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@IDEA-XL

IDEA AI4Science

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

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. BioKinemaBioKinemaPublic

    Official implementation for BioKinema

    Python 30 6

  2. InstructMolInstructMolPublic

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

    Python 54 8

  3. LigUnityLigUnityPublic

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

    Python 63 9

  4. RAPMRAPMPublic

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

    Python 21 5

  5. ChemCoTBenchChemCoTBenchPublic

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

    Python 57 3

  6. MolClawMolClawPublic

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

    TypeScript 30 2

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