Seungchul Lee

Seungchul Lee is a faculty member in the Department of Mechanical Engineering at KAIST. His research focuses on mechanical engineering with an emphasis on applying artificial intelligence technologies to various engineering systems. The Industrial Artificial Intelligence (iAI) Laboratory, led by Prof. Lee, explores areas such as Physics-Informed AI, Large Language Models for Engineering, and Physical AI. The lab emphasizes AI applications (AIX) over theoretical development and welcomes graduate students and postdoctoral researchers interested in fields like Manufacturing AI, Robotics AI, Materials AI, and Medical AI. The lab collaborates with companies such as LG Electronics, LG Energy Solution, and Samsung Electronics Foundry Business.

Seungchul Lee is a Professor of Mechanical Engineering at KAIST, specializing in Industrial AI. His research focuses on leveraging deep learning techniques for fault diagnosis in rotating machinery, vibration signal analysis, and intelligent detection systems. He has contributed significantly to the development of deep learning models for industrial applications, including fault diagnosis in bearings, coronary heart disease detection, and steel surface defect diagnostics. His work also explores the integration of physics-informed neural networks for thermal simulation and multiphysics modeling in industrial processes. Lee's research emphasizes the use of explainable AI and class activation maps to enhance the interpretability of deep learning models in industrial settings.