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Y

Yonggyun Yu

Korea Atomic Energy Research Institute

10H-index
53Paper Count
578Citation Count
Published Papers 19
Publication Date
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An agentic multimodal RAG framework for enhancing nuclear regulatory review: Preserving structural integrity of safety analysis reports
errNuclear Engineering and Technology
IF2.6
err2026-08-31
err0
errOAAI
errBokyeong Kim; Yonggyun Yu
errShare
errSave
AtomicGPT: A domain-adapted large language model for secure on-premises applications in nuclear engineering
errNuclear Engineering and Technology
IF2.6
err2026-07-14
err0
errOAAI
errSeungdon Yeom; KyungTae Lim; Yonggyun Yu
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errSave
Large language model agent for nuclear reactor operation assistance
errNuclear Engineering and Technology
IF2.6
err2025-08-08
err0
errOAAI
errYoon Pyo Lee; Joowon Cha; Yonggyun Yu; Seung Geun Kim
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errSave
Defect estimation using surrogate-based Monte Carlo Bayesian optimization
errMEASUREMENT
IF5.6
err2025-05-05
err0
PREAI
errSeo, Hogeon; Yu, Yonggyun
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errSave
Restoration of multi-channel signal loss using autoencoder with recursive input strategy
errSCIENTIFIC REPORTS
IF3.9
err2025-04-21
err0
errOAAI
errLee, Jaejun; Yu, Yonggyun; Seo, Hogeon
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errSave
Artificial intelligence orchestration for text-based ultrasonic simulation via self-review by multi-large language model agents
errSCIENTIFIC REPORTS
IF3.9
err2025-04-11
err0
errOAAI
errKim, Soyeon; Yu, Yonggyun; Seo, Hogeon
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errSave
Design optimization of heat exchanger using deep reinforcement learning
errINTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER
IF6.4
err2024-12-01
err2
PREAI
errLee, Geunhyeong; Joo, Younghwan; Lee, Sung-Uk; Kim, Taejoon; Yu, Yonggyun; Kim, Hyun-Gil
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errSave
Development of a data-driven decision support system for the efficient operation of the research reactor secondary system
errNUCLEAR ENGINEERING AND TECHNOLOGY
IF2.6
err2024-11-01
err0
errOAAI
errKim, Seung Geun; Yu, Yonggyun
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errSave
Can Untrained Neural Networks Detect Anomalies?
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-04-01
err1
errOAAI
errRyu, Seunghyoung; Yu, Yonggyun; Seo, Hogeon
errShare
errSave
Quantile-Mixer: A Novel Deep Learning Approach for Probabilistic Short-Term Load Forecasting
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2024-03-01
err3
PREAI
errRyu, Seunghyoung; Yu, Yonggyun
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errSave
Reinforcement Learning-Based Delay Line Design for Crosstalk Minimization
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errJung, Jaeho; Yu, Younggyun; Lee, Soobum
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errSave
Symmetry-informed surrogates with data-free constraint for real-time acoustic wave propagation
errAPPLIED ACOUSTICS
IF3.6
err2023-11-01
err2
errOAAI
errChoi, Hee-Sun; Yu, Yonggyun; Seo, Hogeon
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errSave
Dual-fluid topology optimization of printed-circuit heat exchanger with low-pumping-power design
errCASE STUDIES IN THERMAL ENGINEERING
IF6.4
err2023-09-01
err11
errOAAI
errLee, Geunhyeong; Joo, Younghwan; Yu, Yonggyun; Kim, Hyun-Gil
errShare
errSave
Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data
errIEEE ACCESS
IF3.6
err2022-01-01
err6
errOAAI
errRyu, Seunghyoung; Yim, Jiyeon; Seo, Junghoon; Yu, Yonggyun; Seo, Hogeon
errShare
errSave
Unit Module-Based Convergence Acceleration for Topology Optimization Using the Spatiotemporal Deep Neural Network
errIEEE ACCESS
IF3.6
err2021-01-01
err14
errOAAI
errJoo, Younghwan; Yu, Yonggyun; Jang, In Gwun
errShare
errSave
Deep learning for determining a near-optimal topological design without any iteration
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2018-10-28
err270
errOAAI
errYu, Yonggyun; Hur, Taeil; Jung, Jaeho; Jang, In Gwun
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errSave
Topology optimization for a frequency response and its application to a violin bridge
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2013-03-09
err24
PREAI
errYu, Yonggyun; Jang, In Gwun; Kwak, Byung Man
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errSave
Design sensitivity analysis of acoustical damping and its application to design of musical bells
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2011-05-07
err6
PREAI
errYu, Yonggyun; Kwak, Byung Man
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errSave
Nodal line optimization and its application to violin top plate design
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2010-10-01
err20
PREAI
errYu, Yonggyun; Jang, In Gwun; Kim, In Kyum; Kwak, Byung Man
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errSave

Research Directions

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Co-authors
Cooperation Journals
H
Hyung‐Il Kim
H-index: 44 · Papers: 452
J
Jae Jun Lee
H-index: 27 · Papers: 270
B
Byung Man Kwak
H-index: 26 · Papers: 192
T
Taejoon Kim
H-index: 24 · Papers: 145
I
In Gwun Jang
H-index: 23 · Papers: 122
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