Degree Presentations

Ph.D. Degree Proposal

Research 1

"Proximal Policy Optimization (PPO) based Reinforcement Learning Model for Scalable 3D X-Point Array Structure Design considering Signal Integrity Issues", presented by Kyungjune Son.

Research 2

"Soft Actor-Critic Reinforcement Learning Based Design of Cochlear Implant Wireless Power Transfer System for High Efficiency and Wide Data Bandwidth", presented by Seokwoo Hong.

Master Degree Defense

Research 1

"Deep Neural Network (DNN)-based Potential Defect Detection and Classification Method for Through Silicon Via (TSV) in 2.5D & 3D Packaging", presented by Intae Hwang.

Research 2

"Reinforcement Learning Based Design of GDDR6 WCK for 20Gbps Bandwidth", presented by Kyubong Kong.

Research 3

"Graph -based Reinforcement Learning for Large-scale Pin Assignment Optimization of Micro-bumps", presented by Joonsnag Park.

Research 4

"PAM4 based PCIe 6.0 Channel DesignOptimization Method using Bayesian Optimization", presented by Jihun Kim.

Research 5

"Constructive Deep Reinforcement Learning (DRL)-based Hybrid Equalizer Design for Next Generation HBM", presented by Seonguk Choi.