Digital Twin
Bridging physics and AI through virtualization
Modeling
Physics-AI
Optimization
Digital Twin · Battery Intelligence · Energy Autonomy
Digital Twin · Battery AI · Energy Autonomy
Joonhee Kim
I am a Postdoctoral Researcher at the POSTECH Future IT Innovation Laboratory, working with Prof. Soohee Han. I work on lithium-ion battery diagnosis and control by connecting electrochemical models and artificial intelligence. In particular, my research focuses on a physical digital twin framework for next-generation battery management systems. I am currently expanding my research into the robotics domain to develop advanced energy management solutions. I completed my Ph.D. at POSTECH in 2026 under the guidance of Prof. Soohee Han.
I am a Postdoctoral Researcher at POSTECH, working on lithium-ion battery diagnosis and control by connecting electrochemical models and artificial intelligence.
Research Interests
My research aims to make a Physical Digital Twin Framework to bridge the gap between electrochemical physics and AI, enabling intelligent energy management for next-generation autonomous systems.
Battery Intelligence
Next-generation diagnostics and smart analytics
Diagnostics
DL
Aging/fault
Energy Autonomy
Powering the future of autonomous systems
Optimal control
RL
Robotics
Publications
Selected publications in the fields of physics-informed battery management
Motion-specific battery health assessment for quadrotors using high-fidelity battery models
A physics-driven generative model to accelerate artificial intelligence development for lithium-ion battery diagnostics
Strategically switching metaheuristics for effective parameter estimation of electrochemical lithium-ion battery models
CV
Education
- Ph.D., POSTECH, Convergence IT Engineering
- B.S., POSTECH, Mechanical Engineering
- Exchange Student, Grenoble INP, Energy and Smart Systems
Awards & Honors
- Honorable Mention, POSTECH "Introducing My Research" 3-Minute Science Talk Competition
- Excellence Award, POSTECH Startup Competition
Contact
For research collaboration, publications, or project inquiries, feel free to contact me by email.