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

collaborators
Showing 2023Show all

8 papers · 1 filter

physics.flu-dyn2023★ 29 cited

A cyclic perspective on transient gust encounters through the lens of persistent homology

Luke Smith, Kai Fukami, Girguis Sedky +2

Large amplitude gust encounters exhibit a range of separated flow phenomena, making them difficult to characterize using the traditional tools of aerodynamics. In this work, we pro…

physics.flu-dyn2023★ 21 cited

Optimal waveform for fast synchronization of airfoil wakes

Vedasri Godavarthi, Yoji Kawamura, Kunihiko Taira

We obtain an optimal actuation waveform for fast synchronization of periodic airfoil wakes through the phase reduction approach. Using the phase reduction approach for periodic wak…

physics.flu-dyn2023★ 51 cited

Sparse sensor reconstruction of vortex-impinged airfoil wake with machine learning

Yonghong Zhong, Kai Fukami, Byungjin An +1

Reconstruction of unsteady vortical flow fields from limited sensor measurements is challenging. We develop machine learning methods to reconstruct flow features from sparse sensor…

physics.flu-dyn2023★ 110 cited

Grasping Extreme Aerodynamics on a Low-Dimensional Manifold

Kai Fukami, Kunihiko Taira

Modern air vehicles perform a wide range of operations, including transportation, defense, surveillance, and rescue. These aircraft can fly in calm conditions but avoid operations…

physics.flu-dyn2023

Laminar post-stall wakes of tapered swept wings

Jean Hélder Marques Ribeiro, Jacob Neal, Anton Burtsev +3

While tapered swept wings are widely used, the influence of taper on their post-stall wake characteristics remains largely unexplored. To address this issue, we conduct an extensiv…

physics.flu-dyn2023★ 11 cited

Image and video compression of fluid flow data

Vishal Anatharaman, Jason Feldkamp, Kai Fukami +1

We study the compression of spatial and temporal features in fluid flow data using multimedia compression techniques. The efficacy of spatial compression techniques, including JPEG…