Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty. - Alex Ruderman; Seung-Kyum Choi; Roger J. Jiao (J. Intell. Manuf., 2013)

An enhanced classification approach for reliability estimation of structural systems. - Jiten Patel; Seung-Kyum Choi (J. Intell. Manuf., 2014)

A sequential multi-fidelity metamodeling approach for data regression. - Qi Zhou 006; Yan Wang 029; Seung-Kyum Choi; Ping Jiang 005; Xinyu Shao; Jiexiang Hu (Knowl. Based Syst., 2017)

An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems. - Qi Zhou 006; Yan Wang 029; Ping Jiang 005; Xinyu Shao; Seung-Kyum Choi; Jiexiang Hu; Longchao Cao; Xiangzheng Meng (Knowl. Based Syst., 2017)

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)

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)

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)

Stochastic analysis and validation under aleatory and epistemic uncertainties. - Austin M. McKeand; Recep M. Gorguluarslan; Seung-Kyum Choi (Reliab. Eng. Syst. Saf., 2021)

A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data. - Lili Zhang; Yuda Wu; Ping Jiang 005; Seung-Kyum Choi; Qi Zhou 006 (Adv. Eng. Informatics, 2022)

Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network. - Tingli Xie; Xufeng Huang; Seung-Kyum Choi (IEEE Trans. Ind. Informatics, 2022)

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., 2023)

Generative adversarial network-based prediction of microhole profile drilled with high-energy electron beam on silicon wafer. - Hyunmin Park; Jun Goo Kang; Jin Seok Kim; Eun Goo Kang; Seung-Kyum Choi; Hyung Wook Park (Eng. Appl. Artif. Intell., 2025)

Neural ATTF: A Scalable Solution to Lifelong Multi-Agent Path Planning. - Kushal Shah; Jihyun Park; Seung-Kyum Choi (CoRR, 2025)

Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data. - Hyunmin Park; Yun Seok Kang; Seung-Kyum Choi; Hyung Wook Park (J. Intell. Manuf., 2025)