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Employment (2)

University of Virginia: Charlottesville, VA, US

2023-08-15 to present | Assistant Professor (Systems and Information Engineering)
Employment
Source: Self-asserted source
Seokhyun Chung

University of Michigan: Ann Arbor, MI, US

2018-09-01 to present | Graduate Student Research Assistant (Department of Industrial & Operations Engineering)
Employment
Source: Self-asserted source
Seokhyun Chung

Works (7)

Real-time adaptation for time-series signal prediction using label-aware neural processes

Reliability Engineering & System Safety
2025-05 | Journal article
DOI: 10.1016/j.ress.2025.110833
Contributors: Seokhyun Chung; Raed Al Kontar
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Crossref

Federated Condition Monitoring Signal Prediction With Improved Generalization

IEEE Transactions on Reliability
2024 | Journal article
DOI: 10.1109/TR.2023.3283348
Contributors: Seokhyun Chung; Raed Al Kontar
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Crossref

Network of Artificial Olfactory Receptors for Spatiotemporal Monitoring of Toxic Gas

Science Advances
2024-10-18 | Journal article | Author
DOI: 10.1126/sciadv.adr2659
Contributors: Junseok Heo; Geonwook Yoo; Jeong Yong Yang; Seokhyun Chung; Kyusang Lee; Wonjun Cho; Yongmin Baek; Inbo Sim; Byungjoon Bae
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AAAS - Science
grade
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Weakly Supervised Multi-output Regression via Correlated Gaussian Processes

INFORMS Journal on Data Science
2022-10 | Journal article
DOI: 10.1287/ijds.2022.0018
Contributors: Seokhyun Chung; Raed Al Kontar; Zhenke Wu
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Crossref

A Multi-Stage Approach for Knowledge-Guided Predictions With Application to Additive Manufacturing

IEEE Transactions on Automation Science and Engineering
2022-07 | Journal article
DOI: 10.1109/TASE.2022.3160420
Contributors: Seokhyun Chung; Cheng-Hao Chou; Xiaozhu Fang; Raed Al Kontar; Chinedum Okwudire
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Crossref

The Internet of Federated Things (IoFT)

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3127448
Contributors: Raed Kontar; Naichen Shi; Xubo Yue; Seokhyun Chung; Eunshin Byon; Mosharaf Chowdhury; Jionghua Jin; Wissam Kontar; Neda Masoud; Maher Nouiehed et al.
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Crossref

Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data

IEEE Transactions on Reliability
2021-12 | Journal article
DOI: 10.1109/TR.2020.3035084
Contributors: Seokhyun Chung; Raed Kontar
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Crossref

Peer review (2 reviews for 1 publication/grant)

Review activity for Journal of intelligent manufacturing. (2)
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