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)...

Descripció completa

Dades bibliogràfiques

Autors principals:	Zongquan Ying, Wengeng Shen, Xuegang Wang, Yiming Zhao, Meihong Lin
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-03-01
Col·lecció:	Frontiers in Marine Science
Matèries:	CNN-BiGRU CyclicOscillation mutation strategy good point set initialization strategy self-attention significant wave height prediction snow ablation optimizer
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fmars.2026.1783157/full
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!