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SCIESCOPUS
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motorGo to Link

Son, Seho; Lee, Hyunseung; Jeong, Dayeon; Oh, Ki-Yong; Sun, Kyung Ho

ArticleIssue Date2023CitationADVANCED ENGINEERING INFORMATICS, v.57, pp 1 - 18PublisherELSEVIER SCI LTD
SCOPUS
A physics-informed multi-fidelity neural network framework for virtual sensing in rotating machineryGo to Link

Son, Seho; Jeong, Dayeon; Sun, Kyung-ho; Oh, Ki-yong

ArticleIssue Date2025CitationProceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, v.17, no.1, pp 1 - 6
SCIESCOPUS
A two-phase multi-fidelity framework for virtual sensing of a rotating shaft system with physics-informed machine learningGo to Link

Son, Seho; Jeong, Dayeon; Sun, Kyung Ho; Oh, Ki-Yong

ArticleIssue Date2026CitationMECHANICAL SYSTEMS AND SIGNAL PROCESSING, v.250, pp 1 - 30PublisherACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
SCIESCOPUS
Comprehensive multiphysics model of an induction motor for generating synthetic data under diverse bearing faulty conditionsGo to Link

Jeong, Dayeon; Son, Seho; Sun, Kyung Ho; Jeon, Byeong Chan; Lee, Seung Hwan; Oh, Ki-Yong

ArticleIssue Date2026CitationJOURNAL OF SOUND AND VIBRATION, v.625, pp 1 - 31PublisherACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
SCIESCOPUS
Digital twin model of a permanent magnet synchronous motor via a multiphysics-informed deep operator networkGo to Link

Son, Seho; Lee, Hyunseung; Jeong, Dayeon; Sun, Kyung ho; Oh, Ki-Yong

ArticleIssue Date2025CitationMechanical Systems and Signal Processing, v.229, pp 1 - 31PublisherAcademic Press
SCIESCOPUS
High-fidelity multiphysics model of a permanent magnet synchronous motor for fault data generationGo to Link

Lee, Hyunseung; Son, Seho; Jeong, Dayeon; Sun, Kyung Ho; Jeon, Byeong Chan; Oh, Ki-Yong

ArticleIssue Date2024CitationJournal of Sound and Vibration, v.589, pp 1 - 19PublisherAcademic Press
SCIESCOPUS
Integrated framework for SOH estimation of lithium-ion batteries using multiphysics featuresGo to Link

Son, Seho; Jeong, Siheon; Kwak, Eunji; Kim, Jun-hyeong; Oh, Ki-Yong

ArticleIssue Date2022CitationEnergy, v.238, no.PartA, pp 1 - 18PublisherPergamon Press Ltd.
SCIESCOPUS
Margin-maximized hyperspace for fault detection and prediction: A case study with an elevator doorGo to Linkopen access

Kim, Minjae; Son, Seho; Oh, Ki-Yong

ArticleIssue Date2023CitationIEEE Access, v.11, pp 128580 - 128595PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Physics-informed deep learning framework for explainable remaining useful life predictionGo to Link

Kim, Minjae; Yoo, Sihyun; Son, Seho; Chang, Sung Yong; Oh, Ki-Yong

ArticleIssue Date2025CitationEngineering Applications of Artificial Intelligence, v.143, pp 1 - 19PublisherPergamon Press Ltd.
SCOPUS
Sensitivity enhanced method for fault detection and prediction of elevator doors using a margin maximized hyperspaceGo to Link

Kim, Minjae; Son, Seho; Oh, Ki-Yong

ArticleIssue Date2023CitationProceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, v.15, no.1, pp 1 - 6
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