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Seung-Kyum Choi
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2020 – today
- 2023
- [j11]Tingli Xie, Xufeng Huang
, Seung-Kyum Choi:
Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect. J. Comput. Inf. Sci. Eng. 23(3) (2023) - 2022
- [j10]Lili Zhang, Yuda Wu, Ping Jiang, Seung-Kyum Choi, Qi Zhou:
A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data. Adv. Eng. Informatics 51: 101430 (2022) - [j9]Tingli Xie
, Xufeng Huang
, Seung-Kyum Choi
:
Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network. IEEE Trans. Ind. Informatics 18(5): 3213-3223 (2022) - 2021
- [j8]Sungkun Hwang
, Seung-Kyum Choi:
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems. Knowl. Based Syst. 232: 107446 (2021) - [j7]Austin M. McKeand, Recep M. Gorguluarslan, Seung-Kyum Choi:
Stochastic analysis and validation under aleatory and epistemic uncertainties. Reliab. Eng. Syst. Saf. 205: 107258 (2021)
2010 – 2019
- 2019
- [j6]Austin M. McKeand, Recep M. Gorguluarslan, Jeff Brown, Seung-Kyum Choi:
Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty. J. Comput. Inf. Sci. Eng. 19(4) (2019) - [j5]Jiung Huh, Huan Pham Van, Soonyoung Han, Hae-Jin Choi, Seung-Kyum Choi:
A Data-Driven Approach for the Diagnosis of Mechanical Systems Using Trained Subtracted Signal Spectrograms. Sensors 19(5): 1055 (2019) - 2017
- [j4]Qi Zhou, Yan Wang
, Ping Jiang
, Xinyu Shao, Seung-Kyum Choi, Jiexiang Hu, Longchao Cao
, Xiangzheng Meng:
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems. Knowl. Based Syst. 131: 10-27 (2017) - [j3]Qi Zhou, Yan Wang
, Seung-Kyum Choi, Ping Jiang
, Xinyu Shao, Jiexiang Hu:
A sequential multi-fidelity metamodeling approach for data regression. Knowl. Based Syst. 134: 199-212 (2017) - 2014
- [j2]Jiten Patel, Seung-Kyum Choi:
An enhanced classification approach for reliability estimation of structural systems. J. Intell. Manuf. 25(3): 505-519 (2014) - 2013
- [j1]Alex Ruderman, Seung-Kyum Choi, Roger J. Jiao
:
Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty. J. Intell. Manuf. 24(3): 641-652 (2013)
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