Junyong Bae

Real-time prediction of nuclear power plant parameter trends following operator actions

Junyong Bae, Geunhee Kim, Seung Jun Lee · Expert Systems with Applications · 2021 · 71 citations · Full text

State Estimation, Real-time Prediction, Parameter Identification +12

Deep reinforcement learning for a multi-objective operation in a nuclear power plant

Junyong Bae, Jae Min Kim, Seung Jun Lee · Nuclear Engineering and Technology · 2023 · 29 citations · Full text

Artificial Intelligence, Nuclear Power Plant, Engineering +15

An interpretable convolutional neural network for nuclear power plant abnormal events

Ji Hyeon Shin, Junyong Bae, Jae‐Min Kim et al. · Applied Soft Computing · 2022 · 27 citations

Convolutional Neural Network, Engineering, Event Understanding +8

Limit surface/states searching algorithm with a deep neural network and Monte Carlo dropout for nuclear power plant safety assessment

Junyong Bae, Jong Woo Park, Seung Jun Lee · Applied Soft Computing · 2022 · 20 citations · Full text

Model Optimization, Engineering, Machine Learning +8

Comparison of Multilayer Perceptron and Long Short-Term Memory for Plant Parameter Trend Prediction

Junyong Bae, Jeeyea Ahn, Seung Jun Lee · Nuclear Technology · 2019 · 13 citations

Artificial Intelligence, Precision Agriculture, Environmental Monitoring +24