Multivariate-coupling LOCA prediction using zLSTM

A novel deep learning model zLSTM, which evolves from Long-Short Term Memory (LSTM) with enhanced long-term processing capability, is applied to the prediction of Loss of Coolant Accident (LOCA). During the prediction process, six-dimensional multivariate coupling is established among six major syst...

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Bibliographic Details
Published in:Frontiers in Nuclear Engineering
Main Authors: Xichen Li, Xiang Chen, Jingke She, Yifan Zhang, Taizhe Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-05-01
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnuen.2024.1386540/full