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20182020
most citedApplications of Koopman Mode Analysis to Neural Networks

10 citations · 16 across the 4 of their papers we have counts for

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5 papers · 1 filter

math.NA2020

Numerical methods for accurate computation of the eigenvalues of Hermitian matrices and the singular values of general matrices

Zlatko Drmač

This paper offers a review of numerical methods for computation of the eigenvalues of Hermitian matrices and the singular values of general and some classes of structured matrices.…

math.NA2019

Revisiting IRKA: Connections with pole placement and backward stability

C. Beattie, Z. Drmac, S. Gugercin

The iterative rational Krylov algorithm (\textsf{IRKA}) is a popular approach for producing locally optimal reduced-order -approximations to linear time-invariant (L…

math.NA2019

Learning low-dimensional dynamical-system models from noisy frequency-response data with Loewner rational interpolation

Zlatko Drmač, Benjamin Peherstorfer

Loewner rational interpolation provides a versatile tool to learn low-dimensional dynamical-system models from frequency-response measurements. This work investigates the robustnes…

math.NA2019

An algorithm for the complete solution of the quartic eigenvalue problem

Zlatko Drmač, Ivana Šain Glibić

Quartic eigenvalue problem naturally arises e.g. when solving the Orr-Sommerfeld equation in the analysis of the stability of the {P…

math.NA2018

On least squares problems with certain Vandermonde--Khatri--Rao structure with applications to DMD

Zlatko Drmač, Igor Mezić, Ryan Mohr

This paper proposes a new computational method for solving structured least squares problems that arise in the process of identification of coherent structures in fluid flows. It i…