Researcher, AachenSeoul, South Korea
Research Interests
I study how principles of reliability, adaptability, and efficiency from engineered systems can inform the design of next-generation intelligent technologies. My work bridges materials science, energy systems, and physics-informed modeling with artificial and biological paradigms of intelligence. By integrating experiments, simulations, and AI-assisted analysis, I aim to develop strategies that enhance intelligent computation and hardware systems
Intelligence of Materials
Transferring insights from materials and energy systems—such as stability, lifetime prediction, and dynamic modeling—into frameworks that guide robust and efficient intelligent system design.
AI Contribution
Exploring the mechanisms of information processing and adaptation in natural and engineered systems. I focus on combining physics-based modeling with data-driven approaches to build scalable, reliable, and adaptive forms of intelligence.
Manufacturing
Applying perception-driven intelligence to robotics and manufacturing by developing adaptive control, intelligent automation, and quality assessment frameworks that link sensing, computation, and production systems.