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cs.LG2022★ 4 cited
Learning Transfer Operators by Kernel Density Estimation
Sudam Surasinghe, Jeremie Fish, Erik M. Bollt
Inference of transfer operators from data is often formulated as a classical problem that hinges on the Ulam method. The conventional description, known as the Ulam-Galerkin method…
cs.SI2022
How fragile is your network? More than you think
Jeremie Fish, Mahesh Banavar, Erik Bollt
Graphs are pervasive in our everyday lives, with relevance to biology, the internet, and infrastructure, as well as numerous other applications. It is thus necessary to have an und…
nlin.CD2022
Non-normality, optimality and synchronization
Jeremie Fish, Erik M. Bollt
It has been recognized for quite some time that for some matrices the spectra are not enough to tell the complete story of the dynamics of the system, even for linear ODEs. While i…