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Limit Surface Search Algorithm With Artificial Neural Network and Monte Carlo Dropout Uncertainty Quantification

Bae, Junyong , Lee, Seung Jun

Conference Paper Issue Date2021-11-09 View11
Limit surface/states searching algorithm with a deep neural network and Monte Carlo dropout for nuclear power plant safety assessment File

Bae, Junyong , Park, Jong Woo , Lee, Seung Jun

Article Issue Date2022-05 View21
NPP Emergency Response Planning utilizing Tree Search Algorithm and Deep Learning Models

Bae, Junyong , Jung, Donghee , Lee, Seung Jun

Conference Paper Issue Date2023-09-03 View12
Nuclear Power Plant Parameter Prediction Strategy for Human Error Detection

Bae, Junyong , Lee, Seung Jun

Conference Paper Issue Date2019-11-18 View5
Operation validation system to prevent human errors in nuclear power plants File

Ahn, Jeeyea , Bae, Junyong , Min, Byung Joo , Lee, Seung Jun

Article Issue Date2022-10 View32
Postprocessing of Multi-dimensional Limit Surfaces Searched by a Deep Learning-based Algorithm

Bae, Junyong , Heo, Yunyeong , Jo, Wooseok , Lee, Seung Jun

Conference Paper Issue Date2023-10-26 View22
Real-time prediction of nuclear power plant parameter trends following operator actions File

Bae, Junyong , Kim, Geunhee , Lee, Seung Jun

Article Issue Date2021-12 View27
Sensitivity Study about Hyperparameters of a Guided Simulation Algorithm with Deep-learning

Bae, Junyong , Lee, Seung Jun

Conference Paper Issue Date2022-11-30 View14
Strategy to coordinate actions through a plant parameter prediction model during startup operation of a nuclear power plant File File

Kim, Jae Min , Bae, Junyong , Lee, Seung Jun

Article Issue Date2023-05 View27
Success Criteria Analysis using Deep Neural Network and Monte Carlo Dropout for Dynamic Probabilistic Safety Assessment

Heo, Yunyeong , Bae, Junyong , Jo, Wooseok , Lee, Seung Jun

Conference Paper Issue Date2023-10-24 View13
Uncertainty-aware Limit Surface Search Algorithm using Deep Neural Network

Bae, Junyong , Lee, Seung Jun

Conference Paper Issue Date2021-12-02 View10
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