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@amair-lab

Advanced Mechanisms Artificial Intelligence Research

Official organization of AMAIR.

AMAIR Lab

AMAIR is at the forefront of combining artificial intelligence with physicochemical research to revolutionize our understanding of natural mechanisms. Our mission is to accelerate scientific discovery by leveraging cutting-edge AI technologies to explore, predict, and explain complex physical and chemical phenomena.

🎯 Our Focus:

  • AI-Driven Discovery: Developing novel deep learning approaches for identifying patterns in physicochemical systems
  • Mechanism Elucidation: Uncovering the fundamental principles governing physical and chemical processes
  • Predictive Modeling: Creating accurate models for material properties and chemical reactions
  • Interdisciplinary Research: Bridging the gap between computer science and materials science.

🛠️ Core Technologies

graph LR
    A[AI/ML Models] --> B[Physical Chemistry]
    B --> C[Mechanism Discovery]
    C --> D[Practical Applications]
    D --> A

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Key Areas:

  • 🤖 Large Language Models, Autonomous Agents
  • 🔋 Computational Materials Science

📊 GitHub Stats

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🔬 Exploring Tomorrow's Science Today 🤖

View Our Repositories | Join Our Community | Read Our Wiki

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  1. Awesome-LM-Science-Bench Awesome-LM-Science-Bench Public

    An open paper list covers LLMs reasoning benchmark for science problems.

    4

  2. PiFlow PiFlow Public

    [preprint] PiFlow: Principle-aware Scientific Discovery with Multi-Agent Collaboration

    Python 38 3

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