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Jaemin Yang
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An accident diagnosis algorithm using long short-term memory
J Yang, J Kim
Nuclear Engineering and Technology 50 (4), 582-588, 2018
882018
Conceptual design of autonomous emergency operation system for nuclear power plants and its prototype
J Kim, D Lee, J Yang, S Lee
Nuclear Engineering and Technology 52 (2), 308-322, 2020
252020
Accident diagnosis algorithm with untrained accident identification during power-increasing operation
J Yang, J Kim
Reliability Engineering & System Safety 202, 107032, 2020
222020
Accident diagnosis and autonomous control of safety functions during the startup operation of nuclear power plants using LSTM
J Yang, D Lee, J Kim
Advances in Artificial Intelligence, Software and Systems Engineering: Joint …, 2019
102019
Nuclear Power Plant Accident Diagnosis Algorithm Including Novelty Detection Function Using LSTM
J Yang, S Lee, J Kim
Advances in Artificial Intelligence, Software and Systems Engineering …, 2020
62020
Analysis of errors of commission for a CE type plant with the advanced control room in the full power condition
J Yang, T Kim, J Kim
Annals of Nuclear Energy 105, 184-195, 2017
42017
An accident diagnosis algorithm with untrained accident identification
J Yang, J Kim
Transactions of the Korean Nuclear Society Spring Meeting, Jeju, Korea, 2019
12019
Accident Diagnosis Algorithm During the Startup Operation Using LSTM
J Yang, J Kim
Proc. of the Korean Nuclear Society 2019 Spring Mtg, 23-24, 2019
12019
NPP Condition Diagnosis by Monitoring Critical Safety Functions
J Yang, J Kim
Transaction of the Korean nuclear Society Spring Meeting Gyeongju, Korea, 2017
12017
Uncertainty analysis on support vector machine for measuring organizational factors in probabilistic risk assessment of nuclear power plants
J Yang, J Kim, P Farshadmanesh, T Sakurahara, S Reihani, C Blake, ...
Progress in Nuclear Energy 153, 104411, 2022
2022
Theory-guided machine learning for licensee event reports of uS nuclear power plants to quantify organizational factors in probabilistic risk assessment
J Pence, J Yang, P Farshadmanesh, T Sakurahara, S Reihani, ...
30th European Safety and Reliability Conference, ESREL 2020 and 15th …, 2020
2020
Equipping machine learning with uncertainty quantification to update probabilistic risk assessment of nuclear power plants using nrc licensee event reports
J Yang, P Farshadmanesh, T Sakurahara, J Pence, S Reihani, C Blake, ...
Transactions of the American Nuclear Society 123 (1), 280-283, 2020
2020
Identification of Abnormal Situations using Long Short-Term Memory
H Kim, J Yang, D Lee, J Kim
Monitoring the Status of Safety Functions using LSTM
J YANG, J KIM
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