Seung-Kyum Choi

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 9

Top Topics

Engineering Systems

Top Venues

Knowl. Based Syst.

J. Comput. Inf. Sci. Eng.

J. Intell. Manuf.

Publications

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)
Tingli Xie, Xufeng Huang, Seung-Kyum Choi
Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network. IEEE Trans. Ind. Informatics 18 (5) (2022)
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 (2022)
Austin M. McKeand, Recep M. Gorguluarslan, Seung-Kyum Choi
Stochastic analysis and validation under aleatory and epistemic uncertainties. Reliab. Eng. Syst. Saf. 205 (2021)
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 (2021)
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)
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) (2019)
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 (2017)
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 (2017)
Jiten Patel, Seung-Kyum Choi
An enhanced classification approach for reliability estimation of structural systems. J. Intell. Manuf. 25 (3) (2014)
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) (2013)