Cheoljoon Jeong

Engineering · University of Michigan

Early career · publishing since 2019

Building Energy and Comfort Optimization Advanced Multi-Objective Optimization Algorithms Industrial Vision Systems and Defect Detection Face and Expression Recognition Machine Fault Diagnosis Techniques

Publications

Citations

Est. group size

Recurring co-author estimate

Active years

Publishing since 2019

In context

Among 583 early career Engineering PIs within our index

Citations: 30cohort median 150

Publications / year (recent): 1.2cohort median 2.6

Typically publishes in teams of ~2 · 89% small-team papers (≤3 authors) · across 6 venues

Publication cadence

Publications per year over the last 10 years — averaging 1.2/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Explainable parameter calibration via importance-driven sequential design with an application to building energy systems
The Annals of Applied Statistics · 2026
Fed-Joint: Joint modeling of nonlinear degradation signals and failure events for remaining useful life prediction using federated learning
Reliability Engineering & System Safety · 2025
Digital Twin Calibration with Operational Data
Deep Blue (University of Michigan) · 2025
Calibration of building energy computer models via bias-corrected iteratively reweighted least squares method
Applied Energy · 2024
Tensor-based statistical learning methods for diagnosing product quality defects in multistage manufacturing processes
IISE Transactions · 2024
Two-dimensional variable selection and its applications in the diagnostics of product quality defects
IISE Transactions · 2021
The Effect of Real Estate Auction Events on Mortality Rate
arXiv (Cornell University) · 2019
Penalized Matrix Regression for Two-Dimensional Variable Selection
arXiv (Cornell University) · 2019
Two-Dimensional Variable Selection and Its Applications in the Diagnostics of Product Quality Defects
arXiv (Cornell University) · 2019

Publishes in

arXiv (Cornell University)×3
IISE Transactions×2
Applied Energy×1
Reliability Engineering & System Safety×1
INFORMS Journal on Data Science×1

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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