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05/13/2023
Grasping Extreme Aerodynamics on a Low-Dimensional Manifold
Modern air vehicles perform a wide range of operations, including transp...
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01/26/2023
Super-Resolution Analysis via Machine Learning: A Survey for Fluid Flows
This paper surveys machine-learning-based super-resolution reconstructio...
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01/25/2023
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
We present a convolutional framework which significantly reduces the com...
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12/31/2022
Image and video compression of fluid flow data
We study the compression of spatial and temporal features in fluid flow ...
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01/03/2021
Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning
Achieving accurate and robust global situational awareness of a complex ...
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09/02/2019