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Koopman-theoretic modeling of quasiperiodically driven systems: Example of signalized traffic corridor
This article presents a novel approach to analyzing quasiperiodically driven dynamical
systems. It presents a holistic data-driven framework for reconstructing such a system and …
systems. It presents a holistic data-driven framework for reconstructing such a system and …
Finding Birkhoff averages via adaptive filtering
In many applications, one is interested in classifying trajectories of symplectic maps as
invariant tori, islands, or chaos. Here, we introduce Birkhoff reduced rank extrapolation …
invariant tori, islands, or chaos. Here, we introduce Birkhoff reduced rank extrapolation …
Super convergence of ergodic averages for quasiperiodic orbits
Super convergence of ergodic averages for quasiperiodic orbits Page 1 Nonlinearity PAPER
Super convergence of ergodic averages for quasiperiodic orbits To cite this article: Suddhasattwa …
Super convergence of ergodic averages for quasiperiodic orbits To cite this article: Suddhasattwa …
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 …
Quantitative quasiperiodicity
Quantitative quasiperiodicity Page 1 Nonlinearity PAPER Quantitative quasiperiodicity To cite
this article: Suddhasattwa Das et al 2017 Nonlinearity 30 4111 Manuscript version: Accepted …
this article: Suddhasattwa Das et al 2017 Nonlinearity 30 4111 Manuscript version: Accepted …
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 …
Proportions of incommensurate, resonant, and chaotic orbits for torus maps
This paper focuses on distinguishing classes of dynamical behavior for one-and two-
dimensional torus maps, in particular, between orbits that are incommensurate, resonant …
dimensional torus maps, in particular, between orbits that are incommensurate, resonant …
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 …
Reconstructing dynamical systems as zero-noise limits
S Das - arxiv preprint arxiv:2407.16673, 2024 - arxiv.org
A dynamical system may be defined by a simple transition law-such as a map or a vector
field. The objective of most learning techniques is to reconstruct this dynamic transition law …
field. The objective of most learning techniques is to reconstruct this dynamic transition law …
Discrete-time dynamics, step-skew products, and pipe-flows
S Das - arxiv preprint arxiv:2409.02318, 2024 - arxiv.org
A discrete-time deterministic dynamical system is governed at every step by a
predetermined law. However the dynamics can lead to many complexities in the phase …
predetermined law. However the dynamics can lead to many complexities in the phase …