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, 2023-04, SCIE (IF: 4.8, Rank: 11.5%) , 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, 2023-04, SCIE (IF: 4.8, Rank: 11.5%) , 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, 2023-04, SCIE (IF: 3.6, Rank: 17.0%) , 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, 2023-02, SCIE (IF: 3.1, Rank: 34.9%) , 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, 2023-02, SCIE (IF: 9.4, Rank: 3.3%) , 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, 2023-01, SCIE (IF: 7.1, Rank: 2.6%) , 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, 2023-01, SCIE (IF: 5.3, Rank: 9.2%) , 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, 2023-01, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 66, pp. 1