Seung-Kyum Choi

16 papers Misc 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generative adversarial network-based prediction of microhole profile drilled with high-energy electron beam on silicon wafer.
Eng. Appl. Artif. Intell.
Hyunmin Park, Jun Goo Kang, Jin Seok Kim, Eun Goo Kang, Seung-Kyum Choi, Hyung Wook Park
2025 J jnl
Imbalance-aware deep surrogate modeling in structural and thermal response prediction.
J. Comput. Des. Eng.
Marshall Lee, Chenxi Tao, Kushal Jignesh Shah, Seung-Kyum Choi
2025 J jnl
Neural ATTF: A Scalable Solution to Lifelong Multi-Agent Path Planning.
CoRR
Kushal Shah, Jihyun Park, Seung-Kyum Choi
2025 J jnl
Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data.
J. Intell. Manuf.
Hyunmin Park, Yun Seok Kang, Seung-Kyum Choi, Hyung Wook Park
2025 Misc conf
Text Coherence Based Test-Time Adaptation for Collaborative Robot Segmentation.
IRI
Seung Yeop Ha, Jun-Seok Yun, Seung-Kyum Choi, Min Su Kim, Sanga Lee, Hong-In Won, Jong Pil Yun
2023 J jnl
Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect.
J. Comput. Inf. Sci. Eng.
Tingli Xie, Xufeng Huang, Seung-Kyum Choi
2022 J jnl
A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data.
Adv. Eng. Informatics
Lili Zhang, Yuda Wu, Ping Jiang, Seung-Kyum Choi, Qi Zhou
2022 J jnl
Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network.
IEEE Trans. Ind. Informatics
Tingli Xie, Xufeng Huang, Seung-Kyum Choi
2021 J jnl
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems.
Knowl. Based Syst.
Sungkun Hwang, Seung-Kyum Choi
2021 J jnl
Stochastic analysis and validation under aleatory and epistemic uncertainties.
Reliab. Eng. Syst. Saf.
Austin M. McKeand, Recep M. Gorguluarslan, Seung-Kyum Choi
2019 J jnl
A Data-Driven Approach for the Diagnosis of Mechanical Systems Using Trained Subtracted Signal Spectrograms.
Sensors
Jiung Huh, Huan Pham Van, Soonyoung Han, Hae-Jin Choi, Seung-Kyum Choi
2019 J jnl
Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty.
J. Comput. Inf. Sci. Eng.
Austin M. McKeand, Recep M. Gorguluarslan, Jeff Brown, Seung-Kyum Choi
2017 J jnl
A sequential multi-fidelity metamodeling approach for data regression.
Knowl. Based Syst.
Qi Zhou, Yan Wang, Seung-Kyum Choi, Ping Jiang, Xinyu Shao, Jiexiang Hu
2017 J jnl
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems.
Knowl. Based Syst.
Qi Zhou, Yan Wang, Ping Jiang, Xinyu Shao, Seung-Kyum Choi, Jiexiang Hu, Longchao Cao, Xiangzheng Meng
2014 J jnl
An enhanced classification approach for reliability estimation of structural systems.
J. Intell. Manuf.
Jiten Patel, Seung-Kyum Choi
2013 J jnl
Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty.
J. Intell. Manuf.
Alex Ruderman, Seung-Kyum Choi, Roger J. Jiao