Specialty: Data Analysis
Highest Degree: PhD (2020)
Responsibilities: UT, MT, DT, ADM, RES
Teaching History
· 2025-1: BAS3003 Operations Analytics (3 credits, 12 students)
· 2025-2: BUS1008 Advanced Statistics for Business (3 credits, 53 students)
· 2025-2: BUS1008 Advanced Statistics for Business (3 credits, 53 students)
Activities
· May 2021, "A Unified Defect Pattern Analysis of Wafer Maps Using Density-Based Clustering", IEEE ACCESS, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
· June 2022, "Application of machine learning and artificial intelligence to extend EFIT equilibrium reconstruction", PLASMA PHYSICS AND CONTROLLED FUSION, IOP PUBLISHING LTD
· February 2023, "An inverse classification framework with limited budget and maximum number of perturbed samples", EXPERT SYSTEMS WITH APPLICATIONS, PERGAMON-ELSEVIER SCIENCE LTD
· June 2023, "심층학습에 기반한 설명 및 해석 가능한 인공지능 분류 시스템 개발", 이공분야기초연구사업 > 기본연구 > 기본연구, (재)한국연구재단
· June 2023, "Transfer-learning-based Autotuning using Gaussian Copula", ACM International Conference on Supercomputing, Association for Computing Machinery
· October 2024, "ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales", CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, WILEY
· June 2024, "Machine Learning Based Surrogate Models for Knock Prediction in Syngas (H2/CO) Added SI Engine Combustion", Journal of Energy & Climate Change, Korea Society of Energy & Climate Change
· March 2024, "심층학습에 기반한 설명 및 해석 가능한 인공지능 분류 시스템 개발", 이공분야기초연구사업 > 기본연구 > 기본연구, (재)한국연구재단
· September 2024, "EFIT-Prime: Probabilistic and physics-constrained reduced-order neural network model for equilibrium reconstruction in DIII-D", PHYSICS OF PLASMAS, AIP PUBLISHING
· January 2025, "HYU-KITECH 공동교육기반 공동연구(2025)", 기관고유사업 > 한국생산기술연구원 > HYU-KITECH 공동학과 공동연구사업, 한국생산기술연구원
· March 2025, "심층학습에 기반한 설명 및 해석 가능한 인공지능 분류 시스템 개발", 이공분야기초연구사업 > 기본연구 > 기본연구, (재)한국연구재단