most citedAn Efficient Deep Learning Technique for the Navier-Stokes Equations: Application to Unsteady Wake Flow Dynamics

93 citations · 152 across the 3 of their papers we have counts for

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physics.flu-dyn2018★ 59 cited

Decomposition of wake dynamics in fluid-structure interaction via low-dimensional models

Tharindu P. Miyanawala, Rajeev K. Jaiman

We present a dynamic decomposition analysis of the wake flow in fluid-structure interaction (FSI) systems under both laminar and turbulent flow conditions. Of particular interest i…

physics.flu-dyn2017★ 93 cited

An Efficient Deep Learning Technique for the Navier-Stokes Equations: Application to Unsteady Wake Flow Dynamics

Tharindu P. Miyanawala, Rajeev K. Jaiman

We present an efficient deep learning technique for the model reduction of the Navier-Stokes equations for unsteady flow problems. The proposed technique relies on the Convolutiona…