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 | 100 | 2019 |
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 | 34 | 2020 |
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 | 22 | 2022 |
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 | 21 | 2022 |
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 | 18 | 2022 |
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 | 14 | 2020 |
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 | 5 | 2022 |
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 | | |