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Learning physics-constrained subgrid-scale closures in the small-data regime for stable and accurate LES

Yifei Guan, Adam Subel, Ashesh Chattopadhyay, Pedram Hassanzadeh

2022Physica D Nonlinear Phenomena57 citationsDOIOpen Access PDF

Topics & Concepts

Convolutional neural networkA priori and a posterioriArtificial intelligenceScale (ratio)Computer sciencePhysicsAlgorithmEpistemologyPhilosophyQuantum mechanicsFluid Dynamics and Turbulent FlowsModel Reduction and Neural NetworksFluid Dynamics and Vibration Analysis
Learning physics-constrained subgrid-scale closures in the small-data regime for stable and accurate LES | Litcius