214 citations · 877 across the 19 of their papers we have counts for
4 papers · 1 filter
Spatial network surrogates for disentangling complex system structure from spatial embedding of nodes
Marc Wiedermann, Jonathan F. Donges, Jürgen Kurths +1
Networks with nodes embedded in a metric space have gained increasing interest in recent years. The effects of spatial embedding on the networks' structural characteristics, howeve…
Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
Jonathan F. Donges, Jobst Heitzig, Boyan Beronov +9
We introduce the \texttt{pyunicorn} (Pythonic unified complex network and recurrence analysis toolbox) open source software package for applying and combining modern methods of dat…
Hierarchical structures in Northern Hemispheric extratropical winter ocean-atmosphere interactions
Marc Wiedermann, Jonathan F. Donges, Dörthe Handorf +2
In recent years extensive studies on the Earth's climate system have been carried out by means of advanced complex network statistics. The great majority of these studies, however,…
Macroscopic description of complex adaptive networks co-evolving with dynamic node states
Marc Wiedermann, Jonathan F. Donges, Jobst Heitzig +2
In many real-world complex systems, the time-evolution of the network's structure and the dynamic state of its nodes are closely entangled. Here, we study opinion formation and imi…