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Cheoljoon Jeong

Assistant Professor of Industrial Engineering
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Publications

Working Papers
  1. Efficient Multi-Block Calibration via Adaptive Block-Coordinate Bayesian Optimization, In Preparation, 2026+. 
Refereed Journal Publications
  1. Jeong, C. and Byon, E., Multivariate Nonparametric Functional Calibration of Engineering Wake Models in Multi-Turbine Wind Farms, Under Review, 2026+.
  2. Jeong, C. and Byon, E., Explainable Parameter Calibration via Importance-Driven Sequential Design, To appear in The Annals of Applied Statistics, 2026.  
    • Finalist, Best Student Paper Award in the QSR Section, INFORMS, 2024.
  3. Jeong, C., Yue, X., and Chung, S., Fed-Joint: Joint Modeling of Nonlinear Degradation Signals and Failure Events for Remaining Useful Life Prediction using Federated Learning, Reliability Engineering and System Safety, 267, 111833, 2026.
  4. Jeong, C., Byon, E., He, F., and Fang, X., Tensor-Based Statistical Learning Methods for Diagnosing Product Quality Defects, IISE Transactions, 57(6), 706-723, 2024.
  5. Jeong, C. and Byon, E., Calibration of Building Energy Computer Models via Bias-Corrected Iteratively Reweighted Least Squares Method, Applied Energy, 360, 122753, 2024.
  6. Jeong, C., Xu, Z., Byon, E., Berahas, A. S., and 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.
    • Research Spotlight, INFORMS Journal on Data Science, 2025.
  7. Jeong, C. and 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, IISE, 2020. 
Refereed Conference Proceedings
  1. Xu, Z., Jeong, C., Byon, E., and Cetin, K., Season-Dependent Parameter Calibration in Building Energy Simulation, Proceedings of the 2021 IISE Annual Conference, 2021. 
    • Finalist, Best Paper Award in the DAIS Division, IISE, 2021.
Technical Reports and Modules
  1. Wildstein, P., Arvan, T., Cho, S., and Jeong, C.,  Michigan's Power Play: How Can Campus Buildings Be Leveraged for Carbon Neutrality? (Lecture Module), 2024. 
  2. Jeong, C., A New Possibility for Using Real Estate Auction Event Data in Credit Scoring: Examining the Correlation Between Real Estate Auction Events and Mortality Risk, Credit Insight, Summer Vol., 22-34, 2017.