FASER: Fault-affected Signal Energy Ratio for Fault Diagnosis of Gearboxes Under Repetitive Operating Conditions

Kyumin Na, Yunhan Kim, Heonjun Yoon*, and Byeng D. Youn* Expert Systems with Applications, 2024-03, SCIE (IF: 7.5, Rank: 5.2%) , Vol. 238, Part C, pp. 122078

Self-supervised Feature Learning for Motor Fault Diagnosis under Various Torque Conditions

Sang Kyung Lee, Hyeongmin Kim, Minseok Chae, Hye Jun Oh, Heonjun Yoon, and Byeng D. Youn* Knowledge-based Systems, 2024-03, SCIE (IF: 7.2, Rank: 13.5%) , Vol. 288, pp. 111465

An Improved Analytical Model of a Thick Defective Phononic Crystal for Bending Wave Excitation

Soo-Ho Jo* and Donghyu Lee International Journal of Mechanical Sciences, 2024-02, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 264, pp. 108822

Peripheral Artery Disease Diagnosis Based on Deep Learning-Enabled Analysis of Non-Invasive Arterial Pulse Waveforms

Sina Masoumi Shahrbabak, Sooho Kim, Byeng D. Youn, Hao-Min Cheng, Chen-Huan Chen, Ramakrishna Mukkamala, and Jin-Oh Hahn* Computers in Biology and Medicine, 2024-01, SCIE (IF: 7.0, Rank: 2.3%) , Vol. 168, pp. 107813

Uncertainty Analysis of Stack Pressure in EV Battery Module System Using a Phenomenological Modeling Approach

Hyunhee Choi, Chen Jiang, Byeng D. Youn*, and Taejin Kim* Journal of Energy Storage, 2023-12, SCIE (IF: 8.9, Rank: 16.8%) , Vol. 73, Part A, pp. 108948

Variable-Stiffness Composite Optimization Using Dynamic and Exponential Multi-Fidelity Surrogate Models

Haichao An, Byeng D. Youn*, and Heung Soo Kim* International Journal of Mechanical Sciences, 2023-11, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 257, pp. 108547

Stator Current Operation Compensation (SCOC): A Novel Preprocessing Method for Deep Learning-based Fault Diagnosis of Permanent Magnet Synchronous Motors Under Variable Operating Conditions

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Hye Jun Oh, Heonjun Yoon*, and Byeng D. Youn* Measurement, 2023-11, SCIE (IF: 5.2, Rank: 9.2%) , Vol. 221, pp. 113446

Frequency-learning Generative Network (FLGN) to Generate Vibration Signals of Variable Lengths

Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, and Byeng D. Youn* Expert Systems with Applications, 2023-10, SCIE (IF: 7.5, Rank: 5.2%) , Vol. 227, pp. 120255

Deep-learning-based Framework for Inverse Design of a Defective Phononic Crystal for Narrowband Filtering

Donghyu Lee, Byeng D. Youn*, and Soo-Ho Jo* International Journal of Mechanical Sciences, 2023-10, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 255, pp. 108474

Reliability-Based Design Optimization of a Pouch Battery Module Using Gaussian Process Modeling in the Presence of Cell Swelling

Hyunhee Choi, Hyejeong Son, Yong Hwan Choi, Byeng D. Youn*, and Guesuk Lee* Structural and Multidisciplinary Optimization, 2023-10, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 66, pp. 227

Defect-band Splitting of a One-dimensional Phononic Crystal with Double Defects for Bending Wave Excitation

Soo-Ho Jo*, Donghyu Lee, and Byeng D. Youn Mathematics, 2023-09, SCIE (IF: 2.3, Rank: 4.2%) , Vol. 11, No. 18, pp. 3852

Flexural-wave-generation Using a Phononic Crystal with a Piezoelectric Defect

Soo-Ho Jo* and Donghyu Lee Applied Mathematics and Mechanics (English Edition), 2023-08, SCIE (IF: 4.5, Rank: 0.8%) , Vol. 44, No. 8, pp. 1241-1262

Multi-head De-noising Autoencoder Based Multitask (MDAM) Model for Fault Diagnosis of Rolling Element Bearings under Various Speed Conditions

Jongmin Park, Jinoh Yoo, Taehyung Kim, Jong M. Ha*, and Byeng D. Youn* Journal of Computational Design and Engineering, 2023-08, SCIE (IF: 4.8, Rank: 11.5%) , Vol 10, No. 4, pp 1804-1820

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, 2023-08, SCIE (IF: 4.8, Rank: 11.5%) , 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, 2023-07, IF: 0.0, Rank: 0.0% , 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, 2023-07, IF: 0.0, Rank: 0.0% , Vol. 14, No. 2, pp. 1-9