Research Projects

  • 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 2024
    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