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Journal Article

Dynamical phenomena in complex networks: fundamentals and applications

Authors

Yanchuk,  Serhiy
External Organizations;

Roque,  Antonio C.
External Organizations;

Macau,  Elbert E. N.
External Organizations;

/persons/resource/Juergen.Kurths

Kurths,  Jürgen
Potsdam Institute for Climate Impact Research;

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Citation

Yanchuk, S., Roque, A. C., Macau, E. E. N., Kurths, J. (2021): Dynamical phenomena in complex networks: fundamentals and applications. - European Physical Journal - Special Topics, 230, 14-15, 2711-2716.
https://doi.org/10.1140/epjs/s11734-021-00282-y


Cite as: https://publications.pik-potsdam.de/pubman/item/item_26309
Abstract
This special issue presents a series of 33 contributions in the area of dynamical networks and their applications. Part of the contributions is devoted to theoretical and methodological aspects of dynamical networks, such as collective dynamics of excitable systems, spreading processes, coarsening, synchronization, delayed interactions, and others. A particular focus is placed on applications to neuroscience and Earth science, especially functional climate networks. Among the highlights, various methods for dealing with noise and stochastic processes in neuroscience are presented. A method for constructing weighted networks with arbitrary topologies from a single dynamical node with delayed feedback is introduced. Also, a generalization of the concept of geodesic distances, a path-integral formulation of network-based measures is developed, which provides fundamental insights into the dynamics of disease transmission. The contributions from the Earth science application field substantiate predictive power of climate networks to study challenging Earth processes and phenomena.