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The statistical physics of real-world networks
In the past 15 years, statistical physics has been successful as a framework for modelling
complex networks. On the theoretical side, this approach has unveiled a variety of physical …
complex networks. On the theoretical side, this approach has unveiled a variety of physical …
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 …
Mathematics of epidemics on networks
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …
several branches of science, including physics, mathematics, biology and social sciences …
Multilayer networks
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …
complicated patterns that can encompass multiple types of relationships, change in time and …
Comparing information diffusion mechanisms by matching on cascade size
Do some types of information spread faster, broader, or further than others? To understand
how information diffusions differ, scholars compare structural properties of the paths taken …
how information diffusions differ, scholars compare structural properties of the paths taken …
Explosive phenomena in complex networks
The emergence of large-scale connectivity and synchronization are crucial to the structure,
function and failure of many complex socio-technical networks. Thus, there is great interest …
function and failure of many complex socio-technical networks. Thus, there is great interest …
Suppressing cascades of load in interdependent networks
Understanding how interdependence among systems affects cascading behaviors is
increasingly important across many fields of science and engineering. Inspired by cascades …
increasingly important across many fields of science and engineering. Inspired by cascades …
Comparing community structure to characteristics in online collegiate social networks
We study the structure of social networks of students by examining the graphs of Facebook
“friendships” at five US universities at a single point in time. We investigate the community …
“friendships” at five US universities at a single point in time. We investigate the community …
Binary-state dynamics on complex networks: Pair approximation and beyond
JP Gleeson - Physical Review X, 2013 - APS
A wide class of binary-state dynamics on networks—including, for example, the voter model,
the Bass diffusion model, and threshold models—can be described in terms of transition …
the Bass diffusion model, and threshold models—can be described in terms of transition …
Network models of financial systemic risk: a review
The global financial system can be represented as a large complex network in which banks,
hedge funds and other financial institutions are interconnected to each other through visible …
hedge funds and other financial institutions are interconnected to each other through visible …