Ocean Wave Height Series Prediction with Numerical Long Short-Term Memory

Ocean Wave Height Series Prediction with Numerical Long Short-Term Memory

This paper investigates the possibility of using machine learning technology to correct wave height series numerical predictions. This is done by incorporating numerical predictions into long short-term memory (LSTM). Specifically, a novel ocean wave height series prediction framework, referred to a...

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Bibliographic Details
Main Authors: Xiaoyu Zhang, Yongqing Li, Song Gao, Peng Ren
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Journal of Marine Science and Engineering
Subjects:
wave height prediction
numerical model
long short-term memory
Online Access:https://www.mdpi.com/2077-1312/9/5/514

Internet

https://www.mdpi.com/2077-1312/9/5/514

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