Publications

Publications are listed in reverse chronological order.

Working Papers

  1. Jeong, C. & Byon, E., Nonparametric Functional Calibration with Multivariate Factors, In Preparation.

  2. Jeong, C. & Byon, E., Direction-Dependent Functional Calibration for Wake Effect Models in Multi-Turbine Wind Farms, In Preparation.

Refereed Journal Publications

  1. Jeong, C. & Byon, E., Explainable Parameter Calibration via Importance-Driven Sliced Sequential Design, Under Review at Technometrics, 2024.
    – Finalist, Best Student Paper Award in the QSR Section, INFORMS, 2024.

  2. Jeong, C., Byon, E., He, F., & Fang, X., Tensor-Based Statistical Learning Methods for Diagnosing Product Quality Defects, To appear in IISE Transactions, 2024.

  3. Jeong, C. & Byon, E., Calibration of Building Energy Computer Models via Bias-Corrected Iteratively Reweighted Least Squares Method, Applied Energy, 360, 122753, 2024.

  4. Jeong, C., Xu, Z., Byon, E., Berahas, A. S., & Cetin, K., Multi-Block Parameter Calibration in Computer Models, INFORMS Journal on Data Science, 2:2, 116-137, 2023.
    – Winner, Richard C. Wilson Best Paper Prize, University of Michigan, 2023.

  5. Jeong, C. & Fang, X., Two-Dimensional Variable Selection and Its Applications in the Diagnostics of Product Quality Defects, IISE Transactions, 54:7, 619-629, 2022.
    – Winner, Best Student Paper Award in the QCRE Division, ISERC, 2020.

Refereed Conference Proceedings

  1. Xu, Z., Jeong, C., Byon, E., & Cetin, K., Season-Dependent Parameter Calibration in Building Energy Simulation, Proceedings of the 2021 IISE Annual Conference.
    – Finalist, Best Paper Award in the DAIS Division, ISERC, 2021.

Technical Reports

  1. Jeong, C., The Effect of Real Estate Auction Events on Mortality Rate, CRO Report, Credit Insight, Summer Vol., 22-34, 2017.