activity
20172023
most citedSuper-Resolution Analysis via Machine Learning: A Survey for Fluid Flows

177 citations · 843 across the 26 of their papers we have counts for

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Showing 2019 · physics.flu-dynShow all

6 papers · 2 filters

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

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…

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

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…

physics.flu-dyn2019

Randomized resolvent analysis

Jean Hélder Marques Ribeiro, Chi-An Yeh, Kunihiko Taira

Performing global resolvent analysis for high-Reynolds-number turbulent flow calls for the handling of a large discrete operator. Even though such large operator is required in the…