Direct Connection-Based Convolutional Neural Network (DC-CNN) for Fault Diagnosis of Rotor Systems

Myungyon Kim, Joon Ha Jung, Jin Uk Ko, Hyeon Bae Kong, Jinwook Lee, and Byeng D. Youn* IEEE Access, 2020-09, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 8, pp. 172043-172056

Designing a Phononic Crystal with a Defect for Energy Localization and Harvesting: Supercell Size and Defect Location

Soo-Ho Jo¹, Heonjun Yoon¹, Yong Chang Shin, Wonjae Choi, Choon-Su Park, Miso Kim*, and Byeng D. Youn* International Journal of Mechanical Sciences, 2020-08, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 179, pp. 105670

Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model

Woosung Choi, Heonjun Yoon, and Byeng D. Youn* IEEE Access, 2020-07, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 8, pp. 126776-126783

A Resilience Measure Formulation that Considers Sensor Faults

Minji Yoo¹, Taejin Kim¹, Joung Taek Yoon, Yunhan Kim, Sooho Kim, and Byeng D. Youn* Reliability Engineering & System Safety, 2020-07, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 199, pp. 106393

Detection and Severity Assessment of Peripheral Occlusive Artery Disease via Deep Learning Analysis of Arterial Pulse Waveforms: Proof-of-Concept and Potential Challenges

Sooho Kim, Jin-Oh Hahn*, and Byeng D. Youn* Frontiers in Bioengineering and Biotechnology, 2020-06, SCIE (IF: 4.3, Rank: 23.3%) , Vol. 8, pp. 720

Model-based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading

Soo-Ho Jo¹, Boseong Seo¹, Hyunseok Oh*, Byeng D. Youn*, and Dongki Lee IEEE Access, 2020-04, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 8, pp. 70387-70400

Elastic Wave Localization and Harvesting Using Double Defect Modes of a Phononic Crystal

Soo-Ho Jo¹, Heonjun Yoon¹, Yong Chang Shin, Miso Kim*, and Byeng D. Youn* Journal of Applied Physics, 2020-04, SCIE (IF: 2.7, Rank: 42.2%) , Vol. 127, No. 16, pp. 164901

Optimal Vibration Image Size Determination for Convolutional Neural Network Based Fluid-Film Rotor-Bearing System Diagnosis

Byung Chul Jeon¹, Joon Ha Jung¹, Myungyon Kim, Kyung Ho Sun, and Byeng D. Youn* Journal of Mechanical Science and Technology, 2020-04, SCIE (IF: 1.5, Rank: 63.1%) , Vol. 34, pp. 1467-1474

Phase-Based Time Domain Averaging (PTDA) for Fault Detection of a Gearbox in an Industrial Robot Using Vibration Signals

Yunhan Kim, Jungho Park, Kyumin Na, Hao Yuan, Byeng D. Youn*, and Chang-soon Kang Mechanical Systems and Signal Processing, 2020-04, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 138, pp. 106544

Industrial Issues and Solutions to Statistical Model Improvement: A Case Study of an Automobile Steering Column

Hyejeong Son, Guesuk Lee, Kyeonghwan Kang, Young-jin Kang, Byeng D. Youn*, Ikjin Lee*, and Yoojeong Noh* Structural and Multidisciplinary Optimization, 2020-04, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 61, pp. 1739–1756

A New Calibration Metric that Considers Statistical Correlation: Marginal Probability and Correlation Residuals

Wongon Kim, Heonjun Yoon*, Guesuk Lee, Taejin Kim, and Byeng D. Youn* Reliability Engineering & System Safety, 2020-03, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 195, pp. 106677

An Adaptive Hybrid Expansion Method (AHEM) for Efficient Structural Topology Optimization under Harmonic Excitation

Junpeng Zhao, Heonjun Yoon*, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2020-03, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 61, pp. 895–921

Comprehensive Review on Effective Strategies and Key Factors for High Performance Piezoelectric Energy Harvester at Low Frequency

N.H.H.A.Talib*, H.Salleh, Byeng D. Youn, and M.S.M.Resali International Journal of Automotive and Mechanical Engineering, 2019-12, IF: 1.0, Rank: 80.3% , Vol. 16, No. 4, pp. 7181-7210

Identifiability-based Model Decomposition for Hierarchical Calibration

Taejin Kim and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2019-11, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 60, pp. 1801-1811

Concurrent Topology Optimization with Uniform Microstructure for Minimizing Dynamic Response in the Time Domain

Junpeng Zhao, Heonjun Yoon, and Byeng D. Youn* Computers & Structures, 2019-10, SCIE (IF: 4.4, Rank: 13.0%) , Vol. 222, pp. 98-117

Thermal Modelling and Design of Dynamically-Controlled Heater Plates for High Temperature Processing of 300 mm Wafers

Dae Seong Woo, Changwoon Han, Byeng D. Youn, and Kyoung Joon Kim* Journal of Mechanical Science and Technology, 2019-10, SCIE (IF: 1.5, Rank: 63.1%) , Vol. 33, pp. 5009-5016