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Industrial AI Laboratory

Research

Research Overview

I Main Research Themes

  • Physics-guided AI
    • Physics-guided AI for Versatile Digital Twins
    • Mechanism-inspired Deep Neural Networks


  • Generative AI For Engineering
    • Engineering-tailored Generative AI Framework
    • Neural Data Generation and Domain Transfer


  • AI for Smart Manufacturing
    • Data-driven Manufacturing/Fabrication Process Optimization
    • AI-based Diagnostics, Prognostics and Explainability


  • Advanced System Intelligence
    • Super-enhanceable AI Sensory Systems
    • AI-driven Machine Perception

Collaborators