Research Projects

Development of demand forecasting models for medical implants
PI
Sep 2023 - Mar 2024
Funded by OSTEONIC

Statistical theory for Bayesian learning methods
PI
Jun 2023 - Feb 2026
Funded by National Research Foundation of Korea

Improvement of predictive models in semiconductor manufacturing based on the detection of change points caused by preventive maintenance of etching processes
PI
Mar 2023 - Oct 2023
Funded by SK hynix

Anomaly detection and data calibration for improving the statistical quality models for annealing and plating processes
PI
Feb 2023 - Oct 2023
Funded by POSCO

Data-based prediction of food delivery demand and dynamic pricing of rider commission
Co-PI. Collaborative research with Dong Gu Choi (PI)
Apr 2022 - Nov 2022
Funded by Wesang (Yogiyo)

Development of the quality control algorithm based on the predictive model for automotive steel plates
PI
Mar 2022 - Dec 2022
Funded by POSCO

Fundamental research laboratory for optimal operations of next-generation distribution networks using uncertainty quantification of natural and artificial risks
Co-PI. Collaborative research with Young-Jin Kim (PI), Young Myoung Ko and Dae-Hyun Choi
Jun 2021 – Feb 2024
Funded by National Research Foundation of Korea

Statistical perspective of deep generative models.
PI
Jun 2021 – May 2026
Funded by Samsung Science and Technology Foundation

Development of an explainable model for predicting 16DP PKG yields
PI
Feb 2021 – Jul 2022
Funded by SK hynix

Improvement of AI-based recommendation system for curated retailing services in Samsung C&T
Co-PI. Collaborative research with Minseok Song (PI)
Feb 2021 – Nov 2021
Funded by Samsung C&T

A profound study of Bayesian asymptotics
PI
Jun 2020 – Feb 2023
Funded by National Research Foundation of Korea

Development of AI-based recommendation system for curated retailing services in Samsung C&T
Co-PI. Collaborative research with Minseok Song (PI) and Chi-Hyuck Jun
Nov 2019 – Apr 2020
Funded by Samsung C&T