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Kim, JongHyun (김종현)
교수, Nuclear and Quantum Engineering(원자력및양자공학과)
Research Area
Human Factors Engineering, Nuclear Instrumentation and Control (I&C), Autonomous
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Investigation of a data-driven hybrid machine learning model for nuclear proliferation risk prediction for early warning

    Lee, Chansuh; Yim, Man-Sung; Kim, Jonghyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.58, no.3, 2026-03

    2
    Automating power-increase operation for small modular reactors based on task analysis with proximal policy optimization

    Lee, Hee-Jae; Lee, Daeil; Kim, Jonghyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.58, no.1, 2026-01

    3
    Enhanced learning for nuclear power plant condition diagnoses using information metric based on Bayesian neural networks and UMAP

    Chae, Young Ho; Koo, Seo Ryong; Choi, Jeonghun; et al, NUCLEAR ENGINEERING AND TECHNOLOGY, v.58, no.1, 2026-01

    4
    Method to estimate communication error probabilities based on speech acts for nuclear power plants

    Song, Ilgeun; Yang, Taewon; Kim, Jonghyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.57, no.11, 2025-11

    5
    Enhancing nuclear power plant diagnostics: A comparative analysis of XAI-based feature selection methods for abnormal and emergency scenario detection

    Chae, Young Ho; Kim, Seung Geun; Choi, Jeonghun; et al, PROGRESS IN NUCLEAR ENERGY, v.185, 2025-07

    6
    Analysis of human error and performance in correlation with simulator complexity

    Yang, Taewon; Boring, Ronald L.; Pope, Chad; et al, ANNALS OF NUCLEAR ENERGY, v.207, 2024-11

    7
    Quantitative analysis of contributing factors to the resilience of emergency response organizations in nuclear power plants

    Kim, Jaehyun; Lee, Sungheon; Arigi, Awwal Mohammed; et al, PROGRESS IN NUCLEAR ENERGY, v.172, 2024-07

    8
    Event diagnosis method for a nuclear power plant using meta-learning

    Lee, Hee-Jae; Lee, Daeil; Kim, JongHyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.56, no.6, pp.1989 - 2001, 2024-06

    9
    Long-term prediction of safety parameters with uncertainty estimation in emergency situations at nuclear power plants

    Kim, Hyojin; Kim, Jonghyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.55, no.5, pp.1630 - 1643, 2023-05

    10
    Analysis of human performance differences between students and operators when using the Rancor Microworld simulator

    Park, Jooyoung; Yang, Taewon; Boring, Ronald L.; et al, ANNALS OF NUCLEAR ENERGY, v.180, 2023-01

    11
    Identification of Contributing Factors to Organizational Resilience in the Emergency Response Organization for Nuclear Power Plants

    Lee, Sungheon; Kim, Jaehyun; Arigi, Awwal M.; et al, ENERGIES, v.15, no.20, 2022-10

    12
    A framework to collect human reliability analysis data for nuclear power plants using a simplified simulator and student operators

    Park, Jooyoung; Boring, Ronald L.; Ulrich, Thomas A.; et al, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.221, 2022-05

    13
    Unsupervised learning algorithm for signal validation in emergency situations at nuclear power plants

    Choi, Younhee; Yoon, Gyeongmin; Kim, Jonghyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.54, no.4, pp.1230 - 1244, 2022-04

    14
    Comparison of Deep Reinforcement Learning and PID Controllers for Automatic Cold Shutdown Operation

    Lee, Daeil; Koo, Seoryong; Jang, Inseok; et al, ENERGIES, v.15, no.8, 2022-04

    15
    Design of computerized operator support system for technical specification monitoring

    Lee, Subong; Kim, Jonghyun, ANNALS OF NUCLEAR ENERGY, v.165, 2022-01

    16
    An Approach to Analyze Diagnosis Errors in Advanced Main Control Room Operations Using the Cause-Based Decision Tree Method

    Arigi, Awwal Mohammed; Park, Gayoung; Kim, Jonghyun, ENERGIES, v.14, no.13, 2021-07

    17
    Quantitative resilience evaluation on recovery from emergency situations in nuclear power plants

    Kim, Ji Tae; Kim, Jonghyun; Seong, Poong Hyun; et al, ANNALS OF NUCLEAR ENERGY, v.156, 2021-06

    18
    Development of a diagnostic algorithm for abnormal situations using long short-term memory and variational autoencoder

    Kim, Hyojin; Arigi, Awwal Mohammed; Kim, Jonghyun, ANNALS OF NUCLEAR ENERGY, v.153, 2021-04

    19
    Dependency analysis method for human failure events in multi-unit probabilistic safety assessments

    Arigi, Awwal Mohammed; Park, Gayoung; Kim, Jonghyun, RELIABILITY ENGINEERING and SYSTEM SAFETY, v.203, 2020-11

    20
    Accident diagnosis algorithm with untrained accident identification during power-increasing operation

    Yang, Jaemin; Kim, Jonghyun, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.202, 2020-10
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