Byeng D. Youn - Publications, H-index & Citations

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Byeng D. Youn

seoul national university

59H-index

399Paper Count

1.3WCitation Count

Published Papers 150

Publication Date

Frequency-band graph-based sensor fusion with sensitivity-aware energy assist network for machinery system fault diagnosis

Engineering Applications of Artificial Intelligence

IF8

2026-06-02

PREAI

Sang Kyung Lee; Hyeongmin Kim; Minseok Chae; Hansoo Kim; Joonho Yang; Heonjun Yoon; Byeng D. Youn

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Structural dependency-aware generative design of elastic metasurfaces via pseudo-supervised attention-based transformer

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-05-08

PREAI

Taehun Kim; Donghyu Lee; Juhwan Han; Sayhee Kim; Byeng D. Youn; Soo-Ho Jo

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An adapter-enhanced, Fourier feature deep operator network for fault severity estimation of stator inter-turn short circuits in induction motors

Engineering Applications of Artificial Intelligence

IF8

2026-02-19

PREAI

Minseok Chae; Hyeongmin Kim; Sang Kyung Lee; Hansoo Kim; Joonho Yang; Heonjun Yoon; Byeng D. Youn

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Multi-Scale Signal Transformer with Signal Processing-Based Attention Interpretation for Fault Diagnosis of Rotating Machinery under Variable Speed Conditions

Reliability Engineering & System Safety

IF11

2026-01-14

PREAI

Sungjong Kim; Seungyun Lee; Jiwon Lee; Minjae Kim; Heonjun Yoon; Byeng D. Youn

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Physics-guided Deep Ensemble Learning for the Remaining Useful Life Prediction of Machine Tools using Kernel Density Estimation

International Journal of Precision Engineering and Manufacturing-Green Technology

IF5.6

2025-12-16

PREAI

Yong Chae Kim; Bongmo Kim; MinJung Kim; Sang Kyung Lee; Joon Ha Jung; Byeng D. Youn

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ARDiff: An adaptive reverse-step diffusion framework for unsupervised vibration signal denoising with frequency attention

Mechanical Systems and Signal Processing

IF8.9

2025-12-10

PREAI

Juhyun Kim; Yong Chae Kim; Jonghwa Baek; Jinwook Lee; Joon Ha Jung; Byeng D. Youn

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Deep Learning-Enabled Diagnosis of Abdominal Aortic Aneurysm Using Pulse Volume Recording Waveforms: An In Silico Study

Sensors 2025, Vol. 25, Page 6678

IF3.5

2025-11-02

OAAI

Sina Masoumi Shahrbabak; Byeng Dong Youn; Hao-Min Cheng; Chen-Huan Chen; Shih-Hsien Sung; Ramakrishna Mukkamala; Jin-Oh Hahn

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Battery maximum available capacity estimation in partial charge data with charge state invariant feature

Journal of Energy Storage

IF9.8

2025-10-03

PREAI

Bongmo Kim; Yong Chae Kim; Hyunhee Choi; Gyeongryun Gwon; Taejin Kim; Byeng D. Youn

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Transformer-Based Prediction of Dispersion Relation and Transmittance in Phononic Crystals

International Journal of Mechanical Sciences

IF9.4

2025-09-23

PREAI

Donghyu Lee; Taehun Kim; Ju Hwan Han; Sayhee Kim; Byeng D. Youn; Soo-Ho Jo

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Enhancing gearbox fault diagnosis under phase estimation errors: A dynamic time warping and blind deconvolution approach

JOURNAL OF SOUND AND VIBRATION

IF4.9

2025-03-01

PREAI

Kim, Taehyung; Park, Jongmin; Yoo, Jinoh; Ha, Jong Moon; Youn, Byeng D.

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Physics-based digital twin updating and twin-based explainable crack identification of mechanical lap joint

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2025-01-01

PREAI

Kim, Wongon; Youn, Byeng D.

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Integrated optimization of ply number, layer thickness, and fiber angle for variable-stiffness composites using dynamic multi-fidelity surrogate model

THIN-WALLED STRUCTURES

IF6.6

2025-01-01

PREAI

An, Haichao; Zhang, Yao; Deng, Qinyun; Long, Teng; Youn, Byeng D.; Kim, Heung Soo

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Revolution and peak discrepancy-based domain alignment method for bearing fault diagnosis under very low-speed conditions

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-10-01

PREAI

Lee, Seungyun; Kim, Sungjong; Kim, Su J.; Lee, Jiwon; Yoon, Heonjun; Youn, Byeng D.

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Gradient Alignment based Partial Domain Adaptation (GAPDA) using a domain knowledge filter for fault diagnosis of bearing

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2024-10-01

PREAI

Kim, Yong Chae; Lee, Jinwook; Kim, Taehun; Baek, Jonghwa; Ko, Jin Uk; Ha Jung, Joon; Youn, Byeng D.

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Latent space alignment based domain adaptation (LSADA) for fault diagnosis of rotating machinery

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Kim, Yong Chae; Ko, Jin Uk; Lee, Jinwook; Kim, Taehun; Ha Jung, Joon; Youn, Byeng D.

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Domain adaptation with label-aligned sampling (DALAS) for cross-domain fault diagnosis of rotating machinery under class imbalance

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

PREAI

Lee, Jinwook; Ko, Jin Uk; Kim, Taehun; Kim, Yong Chae; Ha Jung, Joon; Youn, Byeng D.

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Weighted multi-order Viterbi algorithm (WMOVA): Instantaneous angular speed estimation under harsh conditions

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-04-01

PREAI

Yoo, Jinoh; Park, Jongmin; Kim, Taehyung; Ha, Jong Moon; Youn, Byeng D.

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FASER: Fault-affected signal energy ratio for fault diagnosis of gearboxes under repetitive operating conditions

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

PREAI

Na, Kyumin; Kim, Yunhan; Yoon, Heonjun; Youn, Byeng D.

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Self-supervised feature learning for motor fault diagnosis under various torque conditions

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-03-01

PREAI

Lee, Sang Kyung; Kim, Hyeongmin; Chae, Minseok; Oh, Hye Jun; Yoon, Heonjun; Youn, Byeng D.

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Peripheral artery disease diagnosis based on deep learning-enabled analysis of non-invasive arterial pulse waveforms

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-01-01

PREAI

Shahrbabak, Sina Masoumi; Kim, Sooho; Youn, Byeng Dong; Cheng, Hao-Min; Chen, Chen-Huan; Mukkamala, Ramakrishna; Hahn, Jin-Oh

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Research Directions