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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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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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09/16/2021
Assessments of model-form uncertainty using Gaussian stochastic weight averaging for fluid-flow regression
We use Gaussian stochastic weight averaging (SWAG) to assess the model-f...
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01/03/2021