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Adaptive Sampling for Data-efficient AI Prediction in NPP Simulations

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

Conference Paper Issue Date2025-10-31 View14
Deep Learning Model for Predicting Future Trends of NPP Parameters with Accident Trend Predictor and Operator Action Impact Evaluator

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

Conference Paper Issue Date2024-10-10 View48
LSTM Autoencoder-based Multivariate Prediction for SMR Parameter Trends

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

Conference Paper Issue Date2025-11-12 View11
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 View67
Parameter Trend Prediction Using Latent Space Forecasting for Operator Support in NPP Accidents

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

Conference Paper Issue Date2025-08-28 View10
Two-stage prediction model of nuclear power plant parameter trends for preventing significantly erroneous predictions

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

Conference Paper Issue Date2024-05-09 View94
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