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Unsupervised deep learning for super-resolution reconstruction of turbulence

Hyojin Kim, Junhyuk Kim, Sungjin Won, Changhoon Lee

2021Journal of Fluid Mechanics262 citationsDOIOpen Access PDF

Abstract

Abstract

Topics & Concepts

Deep learningComputer scienceArtificial intelligenceTurbulencePattern recognition (psychology)Unsupervised learningAlgorithmArtificial neural networkComputer visionDeep waterModel Reduction and Neural NetworksAdaptive optics and wavefront sensingFluid Dynamics and Turbulent Flows
Unsupervised deep learning for super-resolution reconstruction of turbulence | Litcius