Higher-Order Networks by Ginestra Bianconi

Higher-Order Networks by Ginestra Bianconi

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 generalized network structures which allow us to capture the combinatorial properties, the topology and the geometry of higher-order networks. Having been used extensively in quantum gravity to describe discrete or discretized space-time, simplicial complexes have only recently started becoming the representation of choice for capturing the underlying network topology and geometry of complex systems. This Element provides an in-depth introduction to the very hot topic of network theory, covering a wide range of subjects ranging from emergent hyperbolic geometry and topological data analysis to higher-order dynamics. This Elements aims to demonstrate that simplicial complexes provide a very general mathematical framework to reveal how higher-order dynamics depends on simplicial network topology and geometry.

SKU	Unavailable
ISBN 13	9781108726733
ISBN 10	1108726739
Title	Higher-Order Networks
Author	Ginestra Bianconi
Series	Elements In The Structure And Dynamics Of Complex Networks
Condition	Unavailable
Binding Type	Paperback
Publisher	Cambridge University Press
Year published	2021-12-23
Number of pages	75
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note	Unavailable