"Inter-class Metric Learning based Depth-wise Convolutional Neural Network for Gear Fault Diagnosis"

Yong Chae Kim, Seungyun Lee, Sang Kyung Lee, Bongmo Kim, Jiwon Lee, Jinwook Lee, and Byeng D. Youn Conference : 2023 IEEE Conference on Prognostics and Health Management 2023-06-06

"Deep Learning-based Design Methodology of a Phononic Crystal with a Defect for Narrow Bandpass Filtering"

Donghyu Lee, Byeng D. Youn and Soo-Ho Jo Conference : 15th World Congress of Structural and Multidisciplinary Optimization 2023-06-05

"Statistical Stack Pressure Estimation in Module Level Using Phenomenological Swelling Model"

Hyunhee Choi, Chen Jiang, Taejin Kim, and Byeng D. Youn Conference : 15th World Congress of Structural and Multidisciplinary Optimization 2023-06-05

"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 Conference : Annual Conference of the Prognostics and Health Management Society 2022 2022-11-03

"A Hybrid Approach of Data-Driven and Signal Processing-Based Methods for Fault Diagnosis of Hydraulic Rock Drill"

Hye Jun Oh, Jinoh Yoo, Sang Kyung Lee, Minseok Chae, Jongmin Park, and Byeng D. Youn Conference : Annual Conference of the Prognostics and Health Management Society 2022 2022-11-03

"Anomaly Detection of a Steam Turbine by a Novel Auto-Encoder-Based Dynamic Threshold"

Jin Uk Ko, Kyumin Na, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-16

"Noise Robust Frequency Band Selection for Bearing Diagnosis using Acoustic Emission Signals"

Su J. Kim, Sungjong Kim, Seungyun Lee, Taejin Kim, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-16

"A Multi-scale Residual Network with Attention Mechanism for Fault Diagnosis of Rotating Machines"

Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon, and Byeng D. Youn Conference : ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference 2022-08-15

"Adaptive Multi-Fidelity Surrogate Model Assisted by Gaussian Process Regression for Design Optimization of Variable Stiffness Composites with Fiber Steering Constraints"

Haichao An, Heung Soo Kim, and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Statistical Prediction of Stack Pressure Using Phenomenological Swelling Effect Model in Li-Ion Pouch Battery Module"

Hyunhee Choi and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Stochastic Physics-based Model Updating for Fatigue Crack Detection in Riveted Lap Joints Using Lamb Waves"

Wongon Kim and Byeng D. Youn Conference : 15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022-08-05

"Attention Based Multi-sensor Bearing Fault Diagnosis Considering Fault Relevance"

Sungjong Kim, Seungyun Lee, Su J. Kim, Jiwon Lee, Heonjun Yoon, and Byeng D. Youn Conference : International Conference on Energy, Aquatech and Sustainability 2022 2022-08-04

"Reinforcement Learning-based Optimal Parameter Estimation of Ultra Precision Machine"

Hyeongmin Kim, Maximilian Kosel, and Byeng D. Youn Conference : International Conference on Energy, Aquatech and Sustainability 2022 2022-08-04

"Stochastic Physics-based Model Updating Using Lamb Waves for Fatigue Crack Detection in Riveted Lap Joints"

Wongon Kim and Byeng D. Youn Conference : International Conference on Precision Engineering and Sustainable Manufacturing 2022 2022-07-21

"A Data-driven Molding Process Optimization Considering Important Features Related to Molding Quality and Efficiency"

Minseok Chae, Wongon Kim, and Byeng D. Youn Conference : Asian Congress of Structural and Multidisciplinary Optimization 2022 2022-05-24

"A Methodology of Optimal Sensor Placement for Structural Health Monitoring Considering Information Redundancy, Model Uncertainty and Measurement Noise"

Haichao An, Byeng D. Youn, and Heung Soo Kim Conference : Asian Congress of Structural and Multidisciplinary Optimization 2022 2022-05-24