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koopman.dmd  

Koopman Operator and Dynamic Mode Decomposition for Dynamical Systems
View on CRAN: Click here


Download and install koopman.dmd package within the R console
Install from CRAN:
install.packages("koopman.dmd")

Install from Github:
library("remotes")
install_github("cran/koopman.dmd")

Install by package version:
library("remotes")
install_version("koopman.dmd", "0.2.2")



Attach the package and use:
library("koopman.dmd")
Maintained by
James Harris
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-09-14
Latest Update: 2026-09-14
Description:
Dynamic Mode Decomposition (DMD) with Koopman operator theory extensions, powered by a Rust backend via 'extendr'. Provides standard DMD as described in Schmid (2010) <doi:10.1017/S0022112010001217>, DMD with control for forced linear systems following Proctor, Brunton, and Kutz (2016) <doi:10.1137/15M1013857>, Extended DMD with lifting functions, Hankel-DMD via time-delay embedding, Generalized Laplace Analysis for direct eigenfunction computation, and harmonic time averages and mesochronic harmonic plots for phase space analysis as developed in Mezic (2020) <doi:10.48550/arXiv.2009.05883>. Includes built-in area-preserving and chaotic maps for experimentation.
How to cite:
James Harris (2026). koopman.dmd: Koopman Operator and Dynamic Mode Decomposition for Dynamical Systems. R package version 0.2.2, https://cran.r-project.org/web/packages/koopman.dmd. Accessed 24 Oct. 2026.
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