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Wongon Kim
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Review of statistical model calibration and validation—from the perspective of uncertainty structures
G Lee, W Kim, H Oh, BD Youn, NH Kim
Structural and Multidisciplinary Optimization 60, 1619-1644, 2019
992019
A semi-supervised autoencoder with an auxiliary task (SAAT) for power transformer fault diagnosis using dissolved gas analysis
S Kim, SH Jo, W Kim, J Park, J Jeong, Y Han, D Kim, BD Youn
IEEE Access 8, 178295-178310, 2020
342020
Learning from even a weak teacher: Bridging rule-based Duval method and a deep neural network for power transformer fault diagnosis
S Kim, J Park, W Kim, SH Jo, BD Youn
International Journal of Electrical Power & Energy Systems 136, 107619, 2022
222022
Digital twin approach for on-load tap changers using data-driven dynamic model updating and optimization-based operating condition estimation
W Kim, S Kim, J Jeong, H Kim, H Lee, BD Youn
Mechanical Systems and Signal Processing 181, 109471, 2022
202022
Estimation of fatigue crack initiation and growth in engineering product development using a digital twin approach
W Kim, G Lee, H Son, H Choi, BD Youn
Reliability Engineering & System Safety 226, 108721, 2022
182022
A new calibration metric that considers statistical correlation: Marginal Probability and Correlation Residuals
W Kim, H Yoon, G Lee, T Kim, BD Youn
Reliability Engineering & System Safety 195, 106677, 2020
142020
A comparative study of statistical validation metrics with consideration of variance to address type II errors in statistical model validation
H Son, H Choi, W Kim, BD Youn, G Lee
Structural and Multidisciplinary Optimization 65 (2), 63, 2022
52022
A new initial point search algorithm for bayesian calibration with insufficient statistical information: greedy stochastic section search
H Lee, W Kim, H Son, H Choi, SH Jo, BD Youn
Structural and Multidisciplinary Optimization 66 (6), 124, 2023
2023
De-Noising Neural Network in Time Domain with Decision Support Visualization for Power Cable Joint Box
J Jeong, JH Choi, W Kim, BD Youn
Available at SSRN 4543149, 0
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Articles 1–9