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

Shaowu Pan, Nicholas Arnold-Medabalimi, Karthik Duraisamy

Koopman decomposition is a non-linear generalization of eigen-decomposition, and is being increasingly utilized in the analysis of spatio-temporal dynamics. Well-known techniques s…