A Machine-Learning Approach Based on Attention Mechanism for Significant Wave Height Forecasting

Significant wave height (SWH) is a key parameter for monitoring the state of waves. Accurate and long-term SWH forecasting is significant to maritime shipping and coastal engineering. This study proposes a transformer model based on an attention mechanism to achieve the forecasting of SWHs. The tran...

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Detalhes bibliográficos

Principais autores:	Jiao Shi, Tianyun Su, Xinfang Li, Fuwei Wang, Jingjing Cui, Zhendong Liu, Jie Wang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-09-01
coleção:	Journal of Marine Science and Engineering
Assuntos:	significant wave height forecasting long-sequence forecasting transformer wave scale classification
Acesso em linha:	https://www.mdpi.com/2077-1312/11/9/1821
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