Learning Resources

Bear Networks

The mathematics of networks introduced by soccer loving bears.

14/5/2024

What Are Higher-Order Networks?

In this overview article, the authors explain what higher-order networks are, why they may be important, and how they influence dynamics.

8/8/2023

Publication

Higher-order interactions: mechanisms, behaviors, and networks

BeyondTheEdge co-organizes the 20th course of the School of Complexity - Ettore Majorana Foundation and Centre for Scientific Culture

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For future researchers in higher-order networks

Higher-order networks and dynamics is an emerging field at the intersection of dynamical systems (theme "Foundations"), network science (theme "Structure"), and data science (data). The resources here provide an introduction to the field aimed for a scientific audience, from established researchers curious about higher-order networks, to beginning PhD students with an interest in network science.

Our Cutting Edge Research

Reading list

An introduction to higher-order networks and dynamics from mathematical and physical viewpoints.

What are higher-order networks?

C. Bick, E. Gross, H. A. Harrington, M. T. Schaub. SIAM Review 65, 686–731 (2023). doi:10.1137/21M1414024 [Open Access]

Higher-Order Networks: An introduction to simplicial complexes

G. Bianconi. Cambridge University Press

The physics of higher-order interactions in complex systems

F. Battiston et al. Nat. Phys. 17, 1093–1098 (2021). doi:10.1038/s41567-021-01371-4F

Networks beyond pairwise interactions: Structure and dynamics

F. Battiston et al. Physics Reports 874, 1–92 (2020). doi:10.1016/j.physrep.2020.05.004