A Hybrid Approach of Data-Driven and Physics-Based Methods for Estimation and Prediction of Fatigue Crack Growth

Hyeon Bae Kong, Soo-Ho Jo*, Joon Ha Jung, Jong M. Ha, Yong Chang Shin, Heonjun Yoon, Kyung Ho Sun, Yun-Ho Seo, and Byung Chul Jeon International Journal of Prognostics and Health Management, 2020-12, IF: 0.0, Rank: 0.0% , Vol. 11, No. 5, pp. 1-12

Fatigue Crack Length Estimation and Prediction using Trans-Fitting with Support Vector Regression

Myeongbaek Youn, Yunhan Kim, Dongki Lee, Minki Cho, and Byeng D. Youn* International Journal of Prognostics and Health Management, 2020-12, IF: 0.0, Rank: 0.0% , Vol. 11, No. 1, pp. 1-14

Enhanced Energy Transfer and Conversion for High Performance Phononic Crystal-Assisted Elastic Wave Energy Harvesting

Tae-Gon Lee, Soo-Ho Jo, Hong Min Seung, Sun-Woo Kim, Eun-Ji Kim, Byeng D. Youn, Sahn Nahm*, and Miso Kim* Nano Energy, 2020-12, SCIE (IF: 16.8, Rank: 5.3%) , Vol. 78, pp. 105226

Intelligent Steam Power Plant Boiler Waterwall Tube Leakage Detection via Machine Learning-Based Optimal Sensor Selection

Salman Khalid, Woocheol Lim, Heung Soo Kim*, Yeong Tak Oh, Byeng D. Youn, Hee-Soo Kim, and Yong-Chae Bae Sensors, 2020-11, SCIE (IF: 3.4, Rank: 30.9%) , Vol. 20, No 21, pp. 6536

A Semi-Supervised Autoencoder with an Auxiliary Task (SAAT) for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis

Sunuwe Kim¹, Soo-Ho Jo¹, Wongon Kim, Jongmin Park, Jingyo Jeong, Yeongmin Han, Daeil Kim, and Byeng D. Youn* IEEE Access, 2020-10, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 8, pp. 178295-178310

A Graded Phononic Crystal with Decoupled Double Defects for Broadband Energy Localization

Soo-Ho Jo, Heonjun Yoon*, Yong Chang Shin, and Byeng D. Youn* International Journal of Mechanical Sciences, 2020-10, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 183, pp. 105833

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