The structure and dynamics of networks with higher order interactions
All beauty, richness and harmony in the emergent dynamics of a complex system largely
depend on the specific way in which its elementary components interact. The last twenty-five …
depend on the specific way in which its elementary components interact. The last twenty-five …
[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …
of the interactions among their units. Over the past decades, a variety of complex systems …
The Kuramoto model in complex networks
Synchronization of an ensemble of oscillators is an emergent phenomenon present in
several complex systems, ranging from social and physical to biological and technological …
several complex systems, ranging from social and physical to biological and technological …
Stability of synchronization in simplicial complexes
Various systems in physics, biology, social sciences and engineering have been
successfully modeled as networks of coupled dynamical systems, where the links describe …
successfully modeled as networks of coupled dynamical systems, where the links describe …
Chimera states: coexistence of coherence and incoherence in networks of coupled oscillators
A chimera state is a spatio-temporal pattern in a network of identical coupled oscillators in
which synchronous and asynchronous oscillation coexist. This state of broken symmetry …
which synchronous and asynchronous oscillation coexist. This state of broken symmetry …
Structural measures for multiplex networks
Many real-world complex systems consist of a set of elementary units connected by
relationships of different kinds. All such systems are better described in terms of multiplex …
relationships of different kinds. All such systems are better described in terms of multiplex …
Explosive transitions in complex networks' structure and dynamics: Percolation and synchronization
Percolation and synchronization are two phase transitions that have been extensively
studied since already long ago. A classic result is that, in the vast majority of cases, these …
studied since already long ago. A classic result is that, in the vast majority of cases, these …
Cluster synchronization and isolated desynchronization in complex networks with symmetries
Synchronization is of central importance in power distribution, telecommunication, neuronal
and biological networks. Many networks are observed to produce patterns of synchronized …
and biological networks. Many networks are observed to produce patterns of synchronized …
MuxViz: a tool for multilayer analysis and visualization of networks
Multilayer relationships among entities and information about entities must be accompanied
by the means to analyse, visualize and obtain insights from such data. We present open …
by the means to analyse, visualize and obtain insights from such data. We present open …
[HTML][HTML] Effective degrees of freedom of the Pearson's correlation coefficient under autocorrelation
The dependence between pairs of time series is commonly quantified by Pearson's
correlation. However, if the time series are themselves dependent (ie exhibit temporal …
correlation. However, if the time series are themselves dependent (ie exhibit temporal …