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A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor Go 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

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A physics-informed multi-fidelity neural network framework for virtual sensing in rotating machinery Go 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

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A two-phase multi-fidelity framework for virtual sensing of a rotating shaft system with physics-informed machine learning Go 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 conditions Go 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 network Go 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 generation Go 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

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Browsing by Jeong, DayeonAuthor

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