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OceanLSTM: xLSTM with spatial attention for salt spray formation and migration prediction in marine hot-humid environments

IntroductionSalt spray formation and migration in hot and humid marine environments have a significant impact on marine engineering and equipment maintenance. Accurately predicting these phenomena is crucial for reducing corrosion damage. Traditional research methodologies primarily utilize statisti...

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Principais autores: Chuan Chen, Ganxin Jie, Jun Wang, Shouhe Wang, Xiaonong Xu
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2025-05-01
Serier:Frontiers in Marine Science
Fag:
salt spray prediction
marine environment
xLSTM
spatial attention
spatiotemporal modeling
Online adgang:https://www.frontiersin.org/articles/10.3389/fmars.2025.1518050/full
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