Koopman spectra in reproducing kernel Hilbert spaces

S Das, D Giannakis - Applied and Computational Harmonic Analysis, 2020 - Elsevier
Every invertible, measure-preserving dynamical system induces a Koopman operator, which
is a linear, unitary evolution operator acting on the L 2 space of observables associated with …

Birkhoff averages and rotational invariant circles for area-preserving maps

E Sander, JD Meiss - Physica D: Nonlinear Phenomena, 2020 - Elsevier
Rotational invariant circles of area-preserving maps are an important and well-studied
example of KAM tori. John Greene conjectured that the locally most robust rotational circles …

Birkhoff averages and the breakdown of invariant tori in volume-preserving maps

JD Meiss, E Sander - Physica D: Nonlinear Phenomena, 2021 - Elsevier
In this paper, we develop numerical methods based on the weighted Birkhoff average for
studying two-dimensional invariant tori for volume-preserving maps. The methods do not …

Quantitative quasiperiodicity

S Das, Y Saiki, E Sander, JA Yorke - Nonlinearity, 2017 - iopscience.iop.org
The Birkhoff ergodic theorem concludes that time averages, ie Birkhoff averages, ${\rm B}
_N (\, f):=\Sigma_ {n= 0}^{N-1} f (x_n)/N $ of a function f along a length N ergodic trajectory …

Distinguishing between regular and chaotic orbits of flows by the weighted Birkhoff average

N Duignan, JD Meiss - Physica D: Nonlinear Phenomena, 2023 - Elsevier
This paper investigates the utility of the weighted Birkhoff average (WBA) for distinguishing
between regular and chaotic orbits of flows, extending previous results that applied the WBA …

[HTML][HTML] Stickiness and recurrence plots: An entropy-based approach

MR Sales, M Mugnaine, JD Szezech… - … Journal of Nonlinear …, 2023 - pubs.aip.org
The stickiness effect is a fundamental feature of quasi-integrable Hamiltonian systems. We
propose the use of an entropy-based measure of the recurrence plots (RPs), namely, the …

Data-driven discovery of quasiperiodically driven dynamics

S Das, S Mustavee, S Agarwal - Nonlinear Dynamics, 2024 - Springer
The analysis of a timeseries can provide many new perspectives if it is accompanied by the
assumption that the timeseries is generated from an underlying dynamical system. For …

Resonance and weak chaos in quasiperiodically-forced circle maps

JD Meiss, E Sander - … in Nonlinear Science and Numerical Simulation, 2024 - Elsevier
In this paper, we distinguish between four categories of dynamics for quasiperiodically-
forced (QPF) circle maps: resonant and incommensurate regular dynamics, and strongly and …

Limits of Learning Dynamical Systems

T Berry, S Das - arXiv preprint arXiv:2409.13493, 2024 - arxiv.org
A dynamical system is a transformation of a phase space, and the transformation law is the
primary means of defining as well as identifying the dynamical system. It is the object of …

Fractal and Wada escape basins in the chaotic particle drift motion in tokamaks with electrostatic fluctuations

LC Souza, AC Mathias, IL Caldas, Y Elskens… - … Journal of Nonlinear …, 2023 - pubs.aip.org
The E× B drift motion of particles in tokamaks provides valuable information on the
turbulence-driven anomalous transport. One of the characteristic features of the drift motion …