New Research on Civil Engineering from Dalian Maritime University Summarized (Rogue Wave Prediction Based on Four Combined Long Short-Term Memory Neural Network Models)

摘要

By a News Reporter-Staff News Editor at Network Daily News – A new study on civil engineering is now available. According to news originating from Liaoning, People’s Republic of China, by NewsRx editors, the research stated, “In order to improve the prediction accuracy of rogue waves of the long short-term memory (LSTM) neural network, prediction methods of LSTM with convolution neural networks (CNN), empirical mode decomposition (EMD), auto-aggressive integrated moving averagel (ARIMA) model, and Kalman filtering (KF) were studied.”