We shape IDEAs into IDEAL design solutions.

And is our design engine.

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Team Vision

IDEA LAB Realizes Design IDEAs with AI-Driven Design Framework

  • Goal: From ideas to ideal designs

    We leverage AI to explore creative designs and rapidly evaluate them, identifying ideal solutions.

  • Approach 1: From data-driven AI to knowledge-driven AI

    We embed domain experts' experience and know-how so models learn from real production constraints.

  • Approach 2: From physics-blind AI to physics-guided AI

    We enforce governing equations and physical constraints, ensuring physically reliable and explainable AI.

  • Application: From ground to space

    We redefine engineering design with our AI framework for physical systems, from ground to space.

Research Focus

IDEA LAB physics-guided AI roadmap

Physics-Guided AI for Engineering Simulation & Design

We build AI models grounded in physical knowledge to speed up simulations, predict future physical behavior, and guide trustworthy design decisions.

Research keywords

AI-based Simulation Physics-guided AI
Long-term Forecasting Uncertainty Quantification Generative Design