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20092026
most citedComplex network approaches to nonlinear time series analysis

648 citations · 6.9k across the 60 of their papers we have counts for

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10 papers · 1 filter

nlin.CD2019★ 77 cited

Dynamics of Tipping Cascades on Complex Networks

Jonathan Krönke, Nico Wunderling, Ricarda Winkelmann +4

Tipping points occur in diverse systems in various disciplines such as ecology, climate science, economy or engineering. Tipping points are critical thresholds in system parameters…

nlin.CD2016★ 27 cited

Constrained basin stability for studying transient phenomena in dynamical systems

Adrian van Kan, Jannes Jegminat, Jonathan Donges +1

Transient dynamics are of large interest in many areas of science. Here, a generalization of basin stability (BS) is presented: constrained basin stability (CBS) that is sensitive…

nlin.CD2013★ 27 cited

Geometric signature of complex synchronisation scenarios

Jan F. Feldhoff, Reik V. Donner, Jonathan F. Donges +2

Synchronisation between coupled oscillatory systems is a common phenomenon in many natural as well as technical systems. Varying the strength of coupling often leads to qualitative…

nlin.CD2012★ 25 cited

Power-laws in recurrence networks from dynamical systems

Y. Zou, J. Heitzig, R. V. Donner +6

Recurrence networks are a novel tool of nonlinear time series analysis allowing the characterisation of higher-order geometric properties of complex dynamical systems based on recu…

nlin.CD2011★ 150 cited

The Geometry of Chaotic Dynamics -- A Complex Network Perspective

Reik V. Donner, Jobst Heitzig, Jonathan F. Donges +3

Recently, several complex network approaches to time series analysis have been developed and applied to study a wide range of model systems as well as real-world data, e.g., geophy…

nlin.CD2010★ 82 cited

Identifying complex periodic windows in continuous-time dynamical systems using recurrence-based methods

Yong Zou, Reik V. Donner, Jonathan F. Donges +2

The identification of complex periodic windows in the two-dimensional parameter space of certain dynamical systems has recently attracted considerable interest. While for discrete…