Changwook Jeong Research Group.
Career History
- 1999 : B.S. Materials Science and Engineering, Seoul National University
- 2001 : M.S. Materials Science and Engineering, Seoul National University
- 2012 : Ph.D. Electrical and Computer Engineering Purdue University
- 2003 ~ 2007 : Senior engineer, Samsung Electronics Co.
- 2012 ~ 2022 : Group Leader, Samsung Electronics Co.
- 2022 ~ present : Associate Professor, UNIST
Intro
Our research group aims to establish science-based AI as a trustworthy, scalable engine for semiconductor innovation by combining (i) physics-grounded multi-scale simulation, (ii) data-efficient and structure-preserving ML, and (iii) validation/deployment workflows aligned with industry-scale requirements. Target domains include emerging materials/devices (oxide/2D/neuromorphic), variability/reliability-aware modeling, and AI–TCAD co-design for fast and explainable solutions.
Research Field
Robust PDE surrogate modeling, AI-enabled forward–inverse Co-optimization (semiconductors), Machine learning potential (MLP), Material discovery