activity
20152023
most citedSuper-resolution reconstruction of turbulent flows with machine learning

835 citations · 3.7k across the 59 of their papers we have counts for

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Showing 2019Show all

7 papers · 1 filter

physics.flu-dyn2019

Resolvent analysis of compressible laminar and turbulent cavity flows

Yiyang Sun, Qiong Liu, Louis N. Cattafesta +2

The present work demonstrates the use of resolvent analysis to obtain physical insights for open-cavity flows. Resolvent analysis identifies the flow response to harmonic forcing,…

physics.flu-dyn2019★ 100 cited

On the formation of three-dimensional flows over finite-aspect-ratio wings under tip effects

Kai Zhang, Shelby Hayostek, Michael Amitay +3

We perform DNS of flow over finite-aspect-ratio NACA 0015 wings to characterize the tip effects on the wake dynamics. This study focuses on the development of three-dimensional sep…

math.NA2019★ 13 cited

Randomized methods to characterize large-scale vortical flow network

Zhe Bai, N. Benjamin Erichson, Muralikrishnan Gopalakrishnan Meena +2

We demonstrate the effective use of randomized methods for linear algebra to perform network-based analysis of complex vortical flows. Network theoretic approaches can reveal the c…

physics.flu-dyn2019★ 3 cited

Active Flow Control for Drag Reduction of a Plunging Airfoil under Deep Dynamic Stall

Brener D'Lélis Oliveira Ramos, William Roberto Wolf, Chi-An Yeh +1

High-fidelity simulations are performed to study active flow control techniques for alleviating deep dynamic stall of a SD7003 airfoil in plunging motion. The flow Reynolds number…

physics.flu-dyn2019★ 2 cited

Revealing essential dynamics from high-dimensional fluid flow data and operators

Kunihiko Taira

We consider concepts centered around modal analysis, data science, network science, and machine learning to reveal the essential dynamics from high-dimensional fluid flow data and…

physics.flu-dyn2019★ 23 cited

Modal Analysis of Fluid Flows: Applications and Outlook

Kunihiko Taira, Maziar S. Hemati, Steven L. Brunton +5

We present applications of modal analysis techniques to study, model, and control canonical aerodynamic flows. To illustrate how modal analysis techniques can provide physical insi…