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Echo state networks for modeling turbulent convection

Abstract Turbulent Rayleigh-Bénard convection (RBC) is one of the very prominent examples of chaos in fluid dynamics with significant relevance in nature. Meanwhile, Echo State Networks (ESN) are among the most fundamental machine learning algorithms suited for modeling sequential data. The current...

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Bibliografische Detailangaben
Hauptverfasser: Mohammad Sharifi Ghazijahani, Christian Cierpka
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2024-12-01
Schriftenreihe:Scientific Reports
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Online-Zugang:https://doi.org/10.1038/s41598-024-79756-7
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