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 …
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
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 …
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
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 …
studying two-dimensional invariant tori for volume-preserving maps. The methods do not …
Quantitative quasiperiodicity
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 …
_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
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 …
between regular and chaotic orbits of flows, extending previous results that applied the WBA …
[HTML][HTML] Stickiness and recurrence plots: An entropy-based approach
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 …
propose the use of an entropy-based measure of the recurrence plots (RPs), namely, the …
Data-driven discovery of quasiperiodically driven dynamics
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 …
assumption that the timeseries is generated from an underlying dynamical system. For …
Resonance and weak chaos in quasiperiodically-forced circle maps
In this paper, we distinguish between four categories of dynamics for quasiperiodically-
forced (QPF) circle maps: resonant and incommensurate regular dynamics, and strongly and …
forced (QPF) circle maps: resonant and incommensurate regular dynamics, and strongly and …
Limits of Learning Dynamical Systems
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 …
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
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 …
turbulence-driven anomalous transport. One of the characteristic features of the drift motion …