Research output per year
Research output per year
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Dive into the research topics where Junhee Seok is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Improving monte carlo dropout uncertainty estimation with stable output layers
Son, S. & Seok, J., 2026 Jan 14, In: Neurocomputing. 661, 131927.Research output: Contribution to journal › Article › peer-review
8 Link opens in a new tab Citations (Scopus) -
Optimal activation function subset selection via forward and backward search for enhanced model performance
Son, S. & Seok, J., 2026 Jun 25, In: Information Sciences. 742, 123300.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Adversarial environment design for crowd navigation based on deep reinforcement learning
Kim, J., Hwang, H. S. & Seok, J., 2025 Nov 1, In: Engineering Applications of Artificial Intelligence. 159, 111621.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Deriving optimal atomic layer deposition process conditions using machine learning
Seo, J., Hwang, H. S., Park, S., Lee, S., Kim, D. S., Lim, S. T. & Seok, J., 2025 Sept, In: Journal of Industrial Information Integration. 47, 100879.Research output: Contribution to journal › Article › peer-review
6 Link opens in a new tab Citations (Scopus) -
Generative Adversarial Soft Actor–Critic
Hwang, H. S., Kim, Y. & Seok, J., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 7, p. 11917-11927 11 p.Research output: Contribution to journal › Article › peer-review
10 Link opens in a new tab Citations (Scopus)
Press/Media
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Breaking Fuel Cell Barriers: New Platinum Catalyst Developed at SKKU Brings High-Efficiency Hydrogen Vehicles Closer to Commercialization
Lee, K., Park, H.-D., Seok, J., Park, H. J., Park, Y., Park, H. C., Park, H.-G., Park, Y., Park, J. W., Park, J., Park, H. & Park, Y.
26/4/3 → 26/4/6
3 items of Media coverage
Press/Media: Press / Media
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SKKU Develops Advanced Platinum Catalyst, Paving the Way for High-Efficiency Hydrogen Fuel Cell Vehicles
Lee, K., Park, H.-D., Seok, J., Park, H. J., Park, Y., Park, H. C., Park, H.-G., Park, Y., Park, J. W., Park, J., Park, H. & Park, Y.
26/4/3
2 items of Media coverage
Press/Media: Press / Media
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Studies from Korea University Yield New Data on Artificial Intelligence (Adversarial Environment Design for Crowd Navigation Based On Deep Reinforcement Learning)
25/11/4
1 item of Media coverage
Press/Media: Press / Media
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Korea University Reports Findings in Atomic Layer Deposition (Deriving Optimal Atomic Layer Deposition Process Conditions Using Machine Learning)
Seok, J., Kim, S. G. & Kim, S.
25/9/3
1 item of Media coverage
Press/Media: Press / Media
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Urinary sediment mRNA as a potent biomarker of IgA nephropathy
Moon, Y. J., Seok, J., Lee, H., Lee, H. & Kim, W.-K.
24/11/8
1 item of Media coverage
Press/Media: Press / Media