[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 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 …
[图书][B] Higher-order systems
F Battiston, G Petri - 2022 - Springer
Over the last 20 years networks have emerged as the paradigmatic framework to model
complex systems. Yet, as simple collections of nodes and links, they are intrinsically limited …
complex systems. Yet, as simple collections of nodes and links, they are intrinsically limited …
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 …
The structure and dynamics of multilayer networks
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …
constituents of a variety of complex systems, ranging from biological to technological, and …
Complex networks: Structure and dynamics
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …
Internet and the World Wide Web, are only a few examples of systems composed by a large …
Dynamics on higher-order networks: A review
Network science has evolved into an indispensable platform for studying complex systems.
But recent research has identified limits of classical networks, where links connect pairs of …
But recent research has identified limits of classical networks, where links connect pairs of …
[HTML][HTML] Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes
Higher-order networks have emerged as a powerful framework to model complex systems
and their collective behavior. Going beyond pairwise interactions, they encode structured …
and their collective behavior. Going beyond pairwise interactions, they encode structured …
[HTML][HTML] Growing scale-free simplices
The past two decades have seen significant successes in our understanding of networked
systems, from the mapping of real-world networks to the establishment of generative models …
systems, from the mapping of real-world networks to the establishment of generative models …
Multilayer networks in a nutshell
Complex systems are characterized by many interacting units that give rise to emergent
behavior. A particularly advantageous way to study these systems is through the analysis of …
behavior. A particularly advantageous way to study these systems is through the analysis of …