Robust Deep Learning-based Fault Detection of Planetary Gearbox Using Enhanced Health Data Map under Domain Shift Problem

Taewan Hwang, Jong M. Ha*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.1, Rank: 6.6%), 2023-08, Vol. 10, No. 4, pp. 1677-1693

A Hybrid Approach Combining Data-Driven and Signal-Processing- Based Methods for Fault Diagnosis of a Hydraulic Rock Drill

Hye Jun Oh, Jinoh Yoo, Sang Kyung Lee, Minseok Chae, Jongmin Park, and Byeng D. Youn* International Journal of Prognostics and Health Management, IF: 1.0, Rank: 60.9%, 2023-07, Vol. 14. No. 1, pp. 1-11

Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill

Yong Chae Kim, Taehun Kim, Jin Uk Ko*, Jinwook Lee, and Keon Kim International Journal of Prognostics and Health Management, IF: 1.0, Rank: 60.9%, 2023-07, Vol. 14, No. 2, pp. 1-9

Editorial: Special issue on Physics-informed Machine learning Enabling Fault Feature Extraction and Robust Failure Prognosis

Chao Hu, Kai Goebel, David Howey, Zhike Peng, Dong Wang, Peng Wang, and Byeng D. Youn Mechanical Systems and Signal Processing, SCIE (IF: 8.9, Rank: 3.0%), 2023-06, Vol. 192, pp. 110219

A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search

Hyeonchan Lee, Wongon Kim*, Hyejeong Son, Hyunhee Choi, Soo-Ho Jo, and Byeng D. Youn* Structural and Multidisciplinary Optimization, SCIE (IF: 4.0, Rank: 16.9%), 2023-06, Vol. 66, pp. 124

Opt-TCAE: Optimal Temporal Convolutional Auto-encoder for Boiler Tube Leakage Detection in a Thermal Power Plant Using Multi-sensor Data

Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-duk Son, Heonjun Yoon*, and Byeng D. Youn* Expert Systems with Applications, SCIE (IF: 7.5, Rank: 6.1%), 2023-04, Vol. 215, pp. 119377

Deep-learning-based Fault Detection and Recipe Optimization for a Plastic Injection Molding Process under the Class Imbalance Problem

Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.1, Rank: 6.6%), 2023-04, Vol. 10, No. 2, pp. 694-710

MPARN: Multi-scale Path Attention Residual Network for Fault Diagnosis of Rotating Machines

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.1, Rank: 6.6%), 2023-04, Vol. 10, No. 2, pp. 860-872

Probabilistic Framework for Reliable Optimal Design of Gearboxes in General-purpose Industrial Robots Considering Random Use Conditions

Jin-gyun Park, Heonjun Yoon*, and Byeng D. Youn* Journal of Computational Design and Engineering, SCIE (IF: 6.1, Rank: 6.6%), 2023-04, Vol. 10, No. 2, pp. 539-548

Statistical Prior Modeling with Radius-Uniform Distribution for a Correlation Hyperparameter in Bayesian Calibration

Sehui Jeong, Hyunhee Choi, Byeng D. Youn*, and Hyejeong Son* Structural and Multidisciplinary Optimization, SCIE (IF: 4.0, Rank: 16.9%), 2023-04, Vol. 66, No. 4, pp. 69

Double Piezoelectric Defects in Phononic Crystals for Ultrasonic Transducers

Soo-Ho Jo*, Donghyu Lee, Heonjun Yoon, and Byeng D. Youn Journal of Physics D-Applied Physics, SCIE (IF: 3.2, Rank: 37.7%), 2023-02, Vol 56, No 7, pp 074002

PERL: Probabilistic Energy-ratio-based Localization for Boiler Tube Leaks Using Descriptors of Acoustic Emission Signals

Kyumin Na, Heonjun Yoon*, Jaedong Kim, Sungjong Kim, and Byeng D.Youn* Reliability Engineering & System Safety, SCIE (IF: 11.0, Rank: 1.4%), 2023-02, Vol 230, pp 108923

Longitudinal Wave Localization Using a One-dimensional Phononic Crystal with Differently Patterned Double Defects

Soo-Ho Jo and Byeng D. Youn* International Journal of Mechanical Sciences, SCIE (IF: 9.4, Rank: 2.5%), 2023-01, Vol. 237, pp. 107783

A Noise-robust Feature Extraction Method for Rolling Element Bearing Diagnosis: Linear Power-Normalized Cepstral Coefficients (LPNCC)

Keunsu Kim, Heonjun Yoon*, and Byeng D. Youn* International Journal of Precision Engineering and Manufacturing-Green Technology, SCIE (IF: 5.6, Rank: 11.8%), 2023-01, Vol. 10, pp. 217-232

A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives

Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu*, and Zhen Hu* Structural and Multidisciplinary Optimization, SCIE (IF: 4.0, Rank: 16.9%), 2023-01, Vol. 66, pp. 1

Digital Twin Approach for On-Load Tap Changers Using Data-driven Dynamic Model Updating and Optimization-based Operating Condition Estimation

Wongon Kim, Sunuwe Kim, Jingyo Jeong, Hyunjae Kim, Hyunchan Lee, and Byeng D. Youn* Mechanical Systems and Signal Processing, SCIE (IF: 8.9, Rank: 3.0%), 2022-12, Vol. 181, pp. 109471