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: 4.0, Rank: 16.9%) , 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: 11.0, Rank: 1.4%) , 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: 4.0, Rank: 16.9%) , 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: 4.0, Rank: 16.9%) , 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: 4.8, Rank: 16.7%) , 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: 1.7, Rank: 64.6%) , Vol. 33, pp. 5009-5016

PHM Experimental Design for Effective State Separation using Jensen-Shannon Divergence

Taejin Kim, Guesuk Lee, and Byeng D. Youn* Reliability Engineering & System Safety, 2019-10, SCIE (IF: 11.0, Rank: 1.4%) , Vol. 190, pp. 106503

Review of Statistical Model Calibration and Validation-From the Perspective of Uncertainty Structures

Guesuk Lee, Wongon Kim, Hyunseok Oh*, Byeng D. Youn*, and Nam H. Kim Structural and Multidisciplinary Optimization, 2019-10, SCIE (IF: 4.0, Rank: 16.9%) , Vol. 60, pp. 1619-1644

Sequential Optimization and Uncertainty Propagation Method for Efficient Optimization-Based Model Calibration

Guesuk Lee, Hyejeong Son, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2019-10, SCIE (IF: 4.0, Rank: 16.9%) , Vol. 60, pp. 1355-1372

A Robust and Convex Metric for Unconstraint Optimization in Statistical Model Calibration – Probability Residual (PR)

Hyunseok Oh, Hwanoh Choi, Joon Ha Jung, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2019-09, SCIE (IF: 4.0, Rank: 16.9%) , Vol. 60, pp. 1171–1187

Double Acting Compression Mechanism (DACM) for Piezoelectric Vibration Energy Harvesting in 33-mode Operation

Byung C. Jung¹,* and Heonjun Yoon¹ International Journal of Precision Engineering and Manufacturing-Green Technology, 2019-08, SCIE (IF: 5.6, Rank: 11.8%) , Vol. 6, pp. 681-690

Variance of Energy Residual (VER): An Efficient Method for Planetary Gear Fault Detection Under Variable-Speed Conditions

Jungho Park, Yunhan Kim, Kyumin Na, and Byeng D. Youn* Journal of Sound and Vibration, 2019-08, SCIE (IF: 4.9, Rank: 8.5%) , Vol. 453, pp. 253-267

A Comprehensive Review of Artificial Intelligence-Based Approaches to Rolling Element Bearing PHM: Shallow & Deep Learning

Moussa Hamadache, Joon Ha Jung, Jungho Park, and Byeng D. Youn* JMST Advances, 2019-06, IF: 0.0 , Vol. 1, pp. 125-151

Damage Assessment of Smart Composite Structures via Machine Learning: A Review

Asif Khan, Nayeon Kim, Jae Kyong Shin, Heung Soo Kim*, and Byeng D.Youn JMST Advances, 2019-06, IF: 0.0 , Vol. 1, pp. 107-124

Topology Optimization for Phononic Band Gap Maximization Considering a Target Driving Frequency

Guilian Yi, Yong Chang Shin, Heonjun Yoon, Soo-Ho Jo, and Byeng D. Youn* JMST Advances, 2019-06, SCIE (IF: 0.0) , Vol. 1, pp. 153-159