214 citations · 877 across the 19 of their papers we have counts for
3 papers · 1 filter
Mapping and discrimination of networks in the complexity-entropy plane
Marc Wiedermann, Jonathan F. Donges, Jürgen Kurths +1
Complex networks are usually characterized in terms of their topological, spatial, or information-theoretic properties and combinations of the associated metrics are used to discri…
A climate network-based index to discriminate different types of El Niño and La Niña
Marc Wiedermann, Alexander Radebach, Jonathan F. Donges +2
El Niño exhibits distinct Eastern Pacific (EP) and Central Pacific (CP) types which are commonly, but not always consistently, distinguished from each other by different signatures…
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…