"Reliability-Based Design Optimization Using Gaussian Process of Pouch Battery Pack in Stack Pressure Perspective"

Hyunhee Choi, Hyejeong Son, Yonghwan Choi, Guesuk Lee, and Byeng D. Youn Conference : 14th World Congress of Structural and Multidisciplinary 2021-06-14

"A Model Updating Framework for Digital Twin with an Insufficient Prior Knowledge"

Wongon Kim and Byeng D. Youn Conference : 14th World Congress of Structural and Multidisciplinary Optimization 2021-06-14

"A Robust Design Framework for Sensor Number and Placement Optimization under Uncertainty in Vibration-Based Damage Detection of Composite Structures"

Haichao An, Byeng D. Youn, and Heung Soo Kim Conference : 14th World Congress of Structural and Multidisciplinary Optimization 2021-06-14

"Comparison of Statistical Validation Metrics for Accurate Validation with Hypothesis Testing"

Hyejeong Son, Hyunhee Choi, Guesuk Lee, and Byeng D. Youn Conference : 14th World Congress of Structural and Multidisciplinary Optimization 2021-06-14

"New Framework of Design of Experiment (DOE) using Gradient Information for Robust Model Calibration"

Hyejeong Son, Byeng D. Youn, and Taejin Kim Conference : Asian Congress of Structural and Multidisciplinary Optimization (ACSMO) 2020 2020-11-25

"Statistical Model Calibration of a Power Plant System for PHM Using Surrogate Modeling"

Hyunhee Choi, Hyejeong Son, and Byeng D. Youn, Salman Khalid, Woocheol Lim, and Heung Soo Kim Conference : Asian Congress of Structural and Multidisciplinary Optimization (ACSMO) 2020 2020-11-25

"A Statistical Model Updating for Mechanical Health State Estimation of On-Load Tap Changers"

Wongon Kim and Byeng D. Youn Conference : Asian Congress of Structural and Multidisciplinary Optimization (ACSMO) 2020 2020-11-23

"Diagnosis for Rolling Element Bearings in Variable Speed Conditions by a Mel-frequency Cepstral Coefficient Method"

Jongmin Park, Keunsu Kim, Su J. Kim, Hwayong Jeong, Jonghyun Choi, and Byeng D. Youn Conference : International Symposium on Precision Engineering and Sustainable Manufacturing 2020 2020-11-17

"Domain Adversarial Neural Network based Unit Adaptation Method for Fault Detection of Overhead Hoist Transports"

Chaehyun Suh, Chan Hee Park, Hyeongmin Kim, and Byeng D. Youn Conference : International Symposium on Precision Engineering and Sustainable Manufacturing 2020 2020-11-17

"A Recursive Model Updating to Estimate Fatigue Crack Initiation and Growth"

Wongon Kim, Hyejeong Son, Guesuk Lee, and Byeng D. Youn Conference : ASME Verification & Validation Symposium 2020 2020-05-20

"Vibration Signal Generation Using Conditional Variational Autoencoder for Class Imbalance Problem"

Jin Uk Ko, Myungyon Kim, Hyeon Bae Kong, Jinwook Lee, and Byeng D. Youn Conference : The 5th International Conference on Materials and Reliability 2019-11-28

"A Novel Fault Detection Method of Industrial Robots Using Motor Current Signals via Convolutional Neural Network (CNN)"

Yeongtak Oh, Yunhan Kim, Kyumin Na, and Byeng D. Youn Conference : The 5th International Conference on Materials and Reliability 2019-11-27

"Manipulation of Standing Wave Using Metamaterials for Enhanced Piezoelectric Energy Harvesting"

Yong Chang Shin, Heonjun Yoon, Soo-Ho Jo, and Byeng D. Youn Conference : The 4th International Conference on Active Materials and Soft Mechatronics 2019-10-18

"Multiple Defect Modes of a Phononic Crystal and Its Application to Broadband Piezoelectric Energy Harvesting"

Soo-Ho Jo, Heonjun Yoon, Yong Chang Shin, Wonjae Choi, Choon-Su Park, Miso Kim, and Byeng D. Youn Conference : The 4th International Conference on Active Materials and Soft Mechatronics 2019-10-18

"A Fatigue Crack Length Estimation and Prediction using Trans-fitting with Support Vector Regression"

Myeongbaek Youn, Yunhan Kim, Dongki Lee, and Minki Cho Conference : Annual Conference of the Prognostics and Health Management Society 2019 2019-09-25

"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 Conference : Annual Conference of the Prognostics and Health Management Society 2019 2019-09-25