Wongon Kim

Learning from even a weak teacher: Bridging rule-based Duval method and a deep neural network for power transformer fault diagnosis

Byeng D. Youn, Sunuwe Kim, Soo-Ho Jo, 2022, International Journal of Electrical Power & Energy Systems.

Estimation of fatigue crack initiation and growth in engineering product development using a digital twin approach

B. Youn, Wongon Kim, Guesuk Lee, 2022, Reliab. Eng. Syst. Saf..

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

Jongmin Park, Sunuwe Kim, Wongon Kim, 2020, IEEE Access.

A comparative study of statistical validation metrics with consideration of variance to address type II errors in statistical model validation

B. Youn, Wongon Kim, Guesuk Lee, 2022, Structural and Multidisciplinary Optimization.

Review of statistical model calibration and validation—from the perspective of uncertainty structures

Byeng D. Youn, Nam H. Kim, Hyunseok Oh, 2019, Structural and Multidisciplinary Optimization.

A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals

Byeng D. Youn, Taejin Kim, Guesuk Lee, 2020, Reliab. Eng. Syst. Saf..

Digital twin approach for on-load tap changers using data-driven dynamic model updating and optimization-based operating condition estimation

Hyeon Seung Lee, B. Youn, Hyunjae Kim, 2022, Mechanical systems and signal processing.

A new initial point search algorithm for bayesian calibration with insufficient statistical information: greedy stochastic section search

Hyeon Seung Lee, Soo-Ho Jo, Wongon Kim, 2023, Structural and Multidisciplinary Optimization.