Perturbation-response dynamics of coupled nonlinear systems

How nonlinear systems dynamically respond to external perturbations essentially determines their function. Weak perturbations induce response dynamics near a stable operating point, often approximately characterized by linear response theory. However, stronger driving signals may induce genuinely nonlinear responses, including tipping transitions to qualitatively different dynamical states. Here, we analyze how inter-unit coupling impacts responses to periodic perturbations. We find that already in minimal systems of two identical and linearly coupled units, coupling impacts the dynamical responses in a distinct way. Any non-zero coupling strength extends the regime of non-tipping local responses relative to uncoupled units. Intriguingly, finite coupling may be more effective than infinitely strong coupling in keeping responses from tipping. Interestingly, already weak coupling may create novel response modes in strongly driven systems, implying the existence of multiple tipping points instead of only one. These results persist for systems of non-identical units, systems with nonlinear coupling, and larger networks of coupled units.

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Publication Details

Journal
Chaos An Interdisciplinary Journal of Nonlinear Science
Published
2024-10-01
DOI
https://doi.org/10.1063/5.0223294
Citations
1
Primary Topic
Ecosystem dynamics and resilience
Type
article
Field-Weighted Citation Impact
0.28

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article

Perturbation-response dynamics of coupled nonlinear systems

Marc Timme, Malte Schröder, Georg Börner, Moritz Thümler
1 citations
Chaos An Interdisciplinary Journal of Nonlinear Science
Ecosystem dynamics and resilience
0.28
article

Perturbation-response dynamics of coupled nonlinear systems

Marc Timme, Malte Schröder, Georg Börner, Moritz Thümler
article en
1 citations

Abstract

How nonlinear systems dynamically respond to external perturbations essentially determines their function. Weak perturbations induce response dynamics near a stable operating point, often approximately characterized by linear response theory. However, stronger driving signals may induce genuinely nonlinear responses, including tipping transitions to qualitatively different dynamical states. Here, we analyze how inter-unit coupling impacts responses to periodic perturbations. We find that already in minimal systems of two identical and linearly coupled units, coupling impacts the dynamical responses in a distinct way. Any non-zero coupling strength extends the regime of non-tipping local responses relative to uncoupled units. Intriguingly, finite coupling may be more effective than infinitely strong coupling in keeping responses from tipping. Interestingly, already weak coupling may create novel response modes in strongly driven systems, implying the existence of multiple tipping points instead of only one. These results persist for systems of non-identical units, systems with nonlinear coupling, and larger networks of coupled units.

Chaos An Interdisciplinary Journal of Nonlinear ScienceVol. 34(10)
Lakeside Labs (AT), Institute of Theoretical Physics (CN), Technische Universität Dresden (DE)
Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung
Openalex Percentile: Top 41%
Ecosystem dynamics and resilience
0.28
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Perturbation-response dynamics of coupled nonlinear systems — Marc Timme, Malte Schröder, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science (2024) | TGRS Research Map | TGRS