Seunghwa Ryu

Seunghwa Ryu is a Faculty member in the Mechanical Engineering department at KAIST. Their research focuses on Mechanical Engineering, with an emphasis on integrating artificial intelligence with solid mechanics, materials science, and multiphysics modeling. They lead the AiM⁴ Lab, which aims to develop intelligent, physics-informed engineering systems through the fusion of AI and domain-specific knowledge. The lab collaborates with academic and industry partners to address challenges in manufacturing, mobility, electronics, and energy. Ryu also serves as the director of the PRISM-AI Center, which develops next-generation design-manufacturing AI platforms using Physics-Informed Machine Learning and user-friendly LLMs. For inquiries, contact ryush@kaist.ac.kr.

Seunghwa Ryu is a KAIST Endowed Chair Professor of Mechanical Engineering specializing in Mechanics, Materials Modeling, AI-Based Design, and Composites. Their research focuses on developing advanced materials and structures with enhanced mechanical properties through computational and experimental methods. Ryu's work includes the design of stretchable strain sensors, wearable pressure sensors, and composite materials with improved mechanical behavior. They also explore AI-driven approaches for material design and structural health monitoring. Key areas of interest include the mechanical behavior of nanomaterials, dislocation nucleation, and the application of machine learning in materials science.