648 citations · 6.9k across the 60 of their papers we have counts for
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physics.data-an2012★ 99 cited
Testing time series irreversibility using complex network methods
Jonathan F. Donges, Reik V. Donner, Jürgen Kurths
The absence of time-reversal symmetry is a fundamental property of many nonlinear time series. Here, we propose a new set of statistical tests for time series irreversibility based…
physics.data-an2012★ 119 cited
Analytical framework for recurrence-network analysis of time series
Jonathan F. Donges, Jobst Heitzig, Reik V. Donner +1
Recurrence networks are a powerful nonlinear tool for time series analysis of complex dynamical systems. {While there are already many successful applications ranging from medicine…