The physics of higher-order interactions in complex systems
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …
interacting systems. However, networks are intrinsically limited to describing pairwise …
Percolation on complex networks: Theory and application
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …
as statistical physics, computer science, biology and sociology, from the perspective of the …
A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19
In the past few months, several works were published in regards to the dynamics and early
detection of COVID-19 via mathematical modeling and Artificial intelligence (AI). The aim of …
detection of COVID-19 via mathematical modeling and Artificial intelligence (AI). The aim of …
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 …
Epidemic processes in complex networks
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …
emergence of complex and heterogeneous connectivity patterns in a wide range of …
Coevolution spreading in complex networks
The propagations of diseases, behaviors and information in real systems are rarely
independent of each other, but they are coevolving with strong interactions. To uncover the …
independent of each other, but they are coevolving with strong interactions. To uncover the …
Coupled disease–behavior dynamics on complex networks: A review
It is increasingly recognized that a key component of successful infection control efforts is
understanding the complex, two-way interaction between disease dynamics and human …
understanding the complex, two-way interaction between disease dynamics and human …
Unification of theoretical approaches for epidemic spreading on complex networks
Abstract Models of epidemic spreading on complex networks have attracted great attention
among researchers in physics, mathematics, and epidemiology due to their success in …
among researchers in physics, mathematics, and epidemiology due to their success in …
Network science
AL Barabási - … Transactions of the Royal Society A …, 2013 - royalsocietypublishing.org
Professor Barabási's talk described how the tools of network science can help understand
the Web's structure, development and weaknesses. The Web is an information network, in …
the Web's structure, development and weaknesses. The Web is an information network, in …
The structure and function of complex networks
MEJ Newman - SIAM review, 2003 - SIAM
Inspired by empirical studies of networked systems such as the Internet, social networks,
and biological networks, researchers have in recent years developed a variety of techniques …
and biological networks, researchers have in recent years developed a variety of techniques …