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A surrogate non-intrusive reduced order model of quasi-geostrophic turbulence dynamics based on a combination of LSTM and different approaches of DMD

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Publication:6552828
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DOI10.1080/14685248.2023.2266417MaRDI QIDQ6552828

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Publication date: 10 June 2024

Published in: Journal of Turbulence (Search for Journal in Brave)





Mathematics Subject Classification ID

Fluid mechanics (76-XX)


Cites Work

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  • A stabilized proper orthogonal decomposition reduced-order model for large scale quasigeostrophic ocean circulation
  • Neural network closures for nonlinear model order reduction
  • Reduced-order modeling of deep neural networks
  • An artificial neural network framework for reduced order modeling of transient flows
  • Multiresolution Dynamic Mode Decomposition
  • A hierarchy of low-dimensional models for the transient and post-transient cylinder wake
  • Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks
  • Randomized Dynamic Mode Decomposition
  • Higher Order Dynamic Mode Decomposition






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