Byeng D. Youn

Seoul National University — South Korea

Decision Sciences · Social Sciences

59h-index12.6kcitations400works6.12yr avg
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Research Topics

Probabilistic and Robust Engineering Design(119), Machine Fault Diagnosis Techniques(87), Advanced Multi-Objective Optimization Algorithms(68), Structural Health Monitoring Techniques(48), Fault Detection and Control Systems(45)

Publications399 total

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·2025
Steering of multiple defect bands in one-dimensional phononic crystals with segmented piezoelectric defects
Journal of Physics D Applied Physics·2025
Deep Learning-Enabled Diagnosis of Abdominal Aortic Aneurysm Using Pulse Volume Recording Waveforms: An In Silico Study
Sensors·2025Open Access
Battery maximum available capacity estimation in partial charge data with charge state invariant feature
Journal of Energy Storage·2025· 1 cited
Transformer-based prediction of dispersion relation and transmittance in phononic crystals
International Journal of Mechanical Sciences·2025· 3 cited
Toward robust structure function-based thermal analysis: Quantitative metrics for semiconductor packaging evaluation
Microelectronics Reliability·2025· 1 cited
FL-SSDAN: Fleet-level semi-supervised domain adaptation network for fault diagnosis of overhead hoist transports
Journal of Computational Design and Engineering·2025· 1 citedOpen Access
Inverse design of phononic crystals with double defects using surrogate-assisted conditional generative adversarial network
Journal of Computational Design and Engineering·2025· 3 citedOpen Access
Spectral kurtosis attention network (SKAN): Synergizing signal processing and deep learning for fault diagnosis of rolling element bearings
Expert Systems with Applications·2025· 5 cited
Fault-relevance-based, multi-sensor information integration framework for fault diagnosis of rotating machineries
Mechanical Systems and Signal Processing·2025· 6 cited
Physics-informed Gaussian process probabilistic modeling with multi-source data for prognostics of degradation processes
Reliability Engineering & System Safety·2025· 11 cited
Sequential optimization-based parameter identification for multi-timescale electromechanical model of battery
Journal of Energy Storage·2025· 1 cited
Performance Improvement for 5G Demodulation Reference Singal Index Classification by Using Complex Neural Networks
Asia-pacific Journal of Convergent Research Interchange·2025Open Access
Spectral Kurtosis Attention Network (Skan): Synergizing Signal Processing and Deep Learning for Fault Diagnosis of Rolling Element Bearings
SSRN Electronic Journal·2025· 1 citedOpen Access
Optimized relative entropy for robust fault detection in excavator traveling gearboxes via smeared envelope spectrum analysis of cyclo-non-stationary signals
Expert Systems with Applications·2024· 3 cited
Fault frequency band segmentation and domain adaptation with fault simulated signal for fault diagnosis of rolling element bearings
Journal of Computational Design and Engineering·2024· 10 citedOpen Access
Special Section on Uncertainty-Aware Diagnostics and Prognostics for Health Monitoring and Risk Management of Engineered Systems
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering·2024Open Access
Enhancing gearbox fault diagnosis under phase estimation errors: A dynamic time warping and blind deconvolution approach
Journal of Sound and Vibration·2024· 5 cited
Integrated optimization of ply number, layer thickness, and fiber angle for variable-stiffness composites using dynamic multi-fidelity surrogate model
Thin-Walled Structures·2024· 11 cited
Physics-based digital twin updating and twin-based explainable crack identification of mechanical lap joint
Reliability Engineering & System Safety·2024· 20 cited
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Frequent Co-authors

Kyung K. Choi(13), Chao Hu(9), Pingfeng Wang(9), Heonjun Yoon(7), Soo-Ho Jo(6), Hyunseok Oh(5), Liu Du(5), Yong Chang Shin(5), Jung‐Ho Park(4), Miso Kim(4), Joon Ha Jung(3), Heung Soo Kim(3), Bongtae Han(2), Adam Thelen(2), Xiaoge Zhang(2), Olga Fink(2), Yan Lu(2), Sayan Ghosh(2), Michael D. Todd(2), Sankaran Mahadevan(2)