A significant wave height prediction method combining VMD decomposition and the GVSAO-CNN-BiGRU-SA model

To improve the accuracy and robustness of significant wave height prediction under complex marine conditions, a multi-strategy Snow Ablation Optimization (GVSAO) model based on the Good Point Set Initialization Strategy (G), Cyclic Oscillation Mutation Strategy (V), and Snow Ablation Optimizer (SAO)...

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Библиографические подробности

Главные авторы:	Zongquan Ying, Wengeng Shen, Xuegang Wang, Yiming Zhao, Meihong Lin
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2026-03-01
Серии:	Frontiers in Marine Science
Предметы:	CNN-BiGRU CyclicOscillation mutation strategy good point set initialization strategy self-attention significant wave height prediction snow ablation optimizer
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/fmars.2026.1783157/full
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