Choi Guen-seok
- 042-350-3731
- ieggiegg@kaist.ac.kr
- http://cnl.kaist.ac.kr
- Daejeon, South Korea
Guen-seok Choi is currently a Ph.D. candidate student in the department of electrical engineering, Korea Advanced Institute of Science and Technology (KAIST), Korea. He is working with Prof. Mincheol Shin in Computational Nano electronics Lab. His research interests include semiconductor device modeling and simulation using machine learning. He is studying density functional theory (DFT) and non-equilibrium Green's function (NEGF) calculation which are Ab initio methods.
Before joining KAIST, he received a bachelor of degree in the electrical and computer engineering at Ajou University, Korea in February 2020. He received a Master degree in the electrical and computer engineering at KAIST university, Korea in February 2022.
– Last update 02 Feb 2022 –
Work Experiences
Ph.D Student
He is studying semiconductor device modeling and simulation with Prof. Mincheol Shin in Computational Nano electronics Lab.
He studied Ab-initio Molecular dynamics using neural network Hamiltonian.
He studied Density functional theory (DFT) Hamiltonian using semi-supervised learning.
Master Student
He studied quantum transport simulation of semiconductor device with Prof. Mincheol Shin in Computational Nano electronics Lab.
He studied the quantum transport simulation using neural network to reduce computational cost of non-equilibrium Green's function (NEGF).
He studied Navy research laboratory tight-binding (NRL-TB) Hamiltonian using neural network for crystal structure.
Undergraduate Researcher
He studied deep neural network and deep learning accelerator with Prof. Myung Hoon Sunwoo in Information & Communication Lab.
Undergraduate Researcher
He studied energy-efficient deep learning accelerator and low power VLSI design with Prof. Seokhyeong Kang in CAD & SoC Design Lab.
Undergraduate Researcher
He studied analog circuit front end with Prof. Dongsuk Jeon in Mobile Multimedia Systems Lab.
Undergraduate Researcher
He studied acoustic-optic (AO) SLM with Prof. Keekeun Lee in MEMS Lab.