Search Results for author: Nicholas Arnold-Medabalimi

Found 1 papers, 1 papers with code

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

1 code implementation25 Feb 2020 Shaowu Pan, Nicholas Arnold-Medabalimi, Karthik Duraisamy

Despite being endowed with a richer dictionary of nonlinear observables, nonlinear variants of the DMD, such as extended/kernel dynamic mode decomposition (EDMD/KDMD) are seldom applied to large-scale problems primarily due to the difficulty of discerning the Koopman invariant subspace from thousands of resulting Koopman eigenmodes.

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