Seung-Kyum Choi

According to our database, Seung-Kyum Choi authored at least 11 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect.

Tingli Xie, Xufeng Huang, Seung-Kyum Choi

J. Comput. Inf. Sci. Eng., June, 2023

2022

Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network.

Tingli Xie, Xufeng Huang, Seung-Kyum Choi

IEEE Trans. Ind. Informatics, 2022

A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data.

Lili Zhang, Yuda Wu, Ping Jiang, Seung-Kyum Choi, Qi Zhou

Adv. Eng. Informatics, 2022

2021

Stochastic analysis and validation under aleatory and epistemic uncertainties.

Austin M. McKeand, Recep M. Gorguluarslan, Seung-Kyum Choi

Reliab. Eng. Syst. Saf., 2021

Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems.

Sungkun Hwang, Seung-Kyum Choi

Knowl. Based Syst., 2021

2019

A Data-Driven Approach for the Diagnosis of Mechanical Systems Using Trained Subtracted Signal Spectrograms.

Jiung Huh, Huan Pham Van, Soonyoung Han, Hae-Jin Choi, Seung-Kyum Choi

Sensors, 2019

Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty.

Austin M. McKeand, Recep M. Gorguluarslan, Jeff Brown, Seung-Kyum Choi

J. Comput. Inf. Sci. Eng., 2019

2017

An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems.

Qi Zhou, Yan Wang, Ping Jiang, Xinyu Shao, Seung-Kyum Choi, Jiexiang Hu, Longchao Cao, Xiangzheng Meng

Knowl. Based Syst., 2017

A sequential multi-fidelity metamodeling approach for data regression.

Qi Zhou, Yan Wang, Seung-Kyum Choi, Ping Jiang, Xinyu Shao, Jiexiang Hu

Knowl. Based Syst., 2017

2014

An enhanced classification approach for reliability estimation of structural systems.

Jiten Patel, Seung-Kyum Choi

J. Intell. Manuf., 2014

2013

Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty.

Alex Ruderman, Seung-Kyum Choi, Roger J. Jiao

J. Intell. Manuf., 2013