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Sparsity-promoting algorithms for the discovery of informative Koopman-invariant subspaces

Shaowu Pan, Nicholas Arnold-Medabalimi, Karthik Duraisamy

2021Journal of Fluid Mechanics60 citationsDOIOpen Access PDF

Abstract

Abstract

Topics & Concepts

Linear subspaceInvariant (physics)Computer scienceAlgorithmTheoretical computer scienceMathematicsPure mathematicsMathematical physicsModel Reduction and Neural NetworksNeural Networks and ApplicationsProbabilistic and Robust Engineering Design
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