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20172023
most citedConvolutional neural networks for fluid flow analysis: toward effective metamodeling and low-dimensionalization

134 citations · 601 across the 15 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

physics.flu-dyn2018★ 83 cited

Cluster-based feedback control of turbulent post-stall separated flows

Aditya G. Nair, Chi-An Yeh, Eurika Kaiser +3

We propose a novel model-free self-learning cluster-based control strategy for general nonlinear feedback flow control technique, benchmarked for high-fidelity simulations of post-…

physics.flu-dyn2018★ 45 cited

Network community-based model reduction for vortical flows

Muralikrishnan Gopalakrishnan Meena, Aditya G. Nair, Kunihiko Taira

A network community-based reduced-order model is developed to capture key interactions amongst coherent structures in high-dimensional unsteady vortical flows. The present approach…