[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
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 …

What are higher-order networks?

C Bick, E Gross, HA Harrington, MT Schaub - SIAM Review, 2023 - SIAM
Network-based modeling of complex systems and data using the language of graphs has
become an essential topic across a range of different disciplines. Arguably, this graph-based …

[图书][B] Higher-order networks

G Bianconi - 2021 - cambridge.org
Higher-order networks describe the many-body interactions of a large variety of complex
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …

Simplicial models of social contagion

I Iacopini, G Petri, A Barrat, V Latora - Nature communications, 2019 - nature.com
Complex networks have been successfully used to describe the spread of diseases in
populations of interacting individuals. Conversely, pairwise interactions are often not …

The statistical physics of real-world networks

G Cimini, T Squartini, F Saracco, D Garlaschelli… - Nature Reviews …, 2019 - nature.com
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 …

Emergent hyperbolic network geometry

G Bianconi, C Rahmede - Scientific reports, 2017 - nature.com
A large variety of interacting complex systems are characterized by interactions occurring
between more than two nodes. These systems are described by simplicial complexes …

Network geometry with flavor: from complexity to quantum geometry

G Bianconi, C Rahmede - Physical Review E, 2016 - APS
Network geometry is attracting increasing attention because it has a wide range of
applications, ranging from data mining to routing protocols in the Internet. At the same time …

Simplicial SIR rumor propagation models with delay in both homogeneous and heterogeneous networks

X Lv, D Fan, Q Li, J Wang, L Zhou - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
In social systems, not only do many interactions take place between pairs of individuals, but
also take place in groups of individuals. To model the rumor propagation with consideration …

Construction of and efficient sampling from the simplicial configuration model

JG Young, G Petri, F Vaccarino, A Patania - Physical Review E, 2017 - APS
Simplicial complexes are now a popular alternative to networks when it comes to describing
the structure of complex systems, primarily because they encode multinode interactions …

Weighted growing simplicial complexes

OT Courtney, G Bianconi - Physical Review E, 2017 - APS
Simplicial complexes describe collaboration networks, protein interaction networks, and
brain networks and in general network structures in which the interactions can include more …