93 citations · 152 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2018
A Hybrid Data-driven Deep Learning Technique for Fluid-Structure Interaction
T. P. Miyanawala, R. K. Jaiman
This paper is concerned with the development of a hybrid data-driven technique for unsteady fluid-structure interaction systems. The proposed data-driven technique combines the dee…
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…