Dr. Kyunghwan Choi has been appointed as a professor in our department.
Congratulation on your appointment and welcome to our department!
Kyunghwan Choi
Education
• Ph.D. – Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Korea.
• M.S. – Mechanical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Korea.
• B.S. – Mechanical Engineering, magna cum laude, Korea Advanced Institute of Science and Technology (KAIST), Korea.
Research Interest
Multi-level Optimal Control of Connected, Automated, and Electrified Vehicles (CAEVs)
• Component-level: Optimal control of electric motors and drives
• Vehicle-level: Optimal control of vehicle dynamics and powertrain systems
• Network-level: Cooperative driving, predictive energy and thermal management
Optimal and Learning-based Control
• Model Predictive Control (MPC): Learning-based MPC, Computationally efficient MPC
• Neuro-adaptive Control (NAC): NAC with stability and constraint guarantees
• Reinforcement Learning (RL): Online RL-based control, Constrained RL