Wave Height Forecasting in the Bay of Bengal Using Multivariate Hybrid Deep Learning Models

The development in coastal engineering and maritime transport demands accurate wave height prediction. In this study, hybrid deep learning models, including CNN-LSTM, CNN-BiLSTM, CNN-GRU, and CNN-BiGRU, are employed to develop regional multivariate wave prediction models that incorporate multiple fe...

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Detalhes bibliográficos

Principais autores:	Phyusin Thet, Aifeng Tao, Tao Lv, Jinhai Zheng
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-07-01
Colecção:	Journal of Marine Science and Engineering
Assuntos:	CNN-LSTM CNN-BiLSTM CNN-GRU CNN-BiGRU univariate multivariate
Acesso em linha:	https://www.mdpi.com/2077-1312/13/8/1412
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