The physics of higher-order interactions in complex systems

F Battiston, E Amico, A Barrat, G Bianconi… - Nature Physics, 2021 - nature.com
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …

[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 …

Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review

C Bick, M Goodfellow, CR Laing… - The Journal of …, 2020 - Springer
Many biological and neural systems can be seen as networks of interacting periodic
processes. Importantly, their functionality, ie, whether these networks can perform their …

Multiorder Laplacian for synchronization in higher-order networks

M Lucas, G Cencetti, F Battiston - Physical Review Research, 2020 - APS
The emergence of synchronization in systems of coupled agents is a pivotal phenomenon in
physics, biology, computer science, and neuroscience. Traditionally, interaction systems …

[BOOK][B] Dynamics and Bifurcation in Networks: Theory and Applications of Coupled Differential Equations

M Golubitsky, I Stewart - 2023 - SIAM
The biologist JBS Haldane, when asked what we can learn about the Creator by examining
the world, is said to have replied “an inordinate fondness for beetles”[705]. Today's …

Chaos in generically coupled phase oscillator networks with nonpairwise interactions

C Bick, P Ashwin, A Rodrigues - Chaos: An Interdisciplinary Journal of …, 2016 - pubs.aip.org
The Kuramoto–Sakaguchi system of coupled phase oscillators, where interaction between
oscillators is determined by a single harmonic of phase differences of pairs of oscillators …

Multiclusters in networks of adaptively coupled phase oscillators

R Berner, E Scholl, S Yanchuk - SIAM Journal on Applied Dynamical Systems, 2019 - SIAM
Dynamical systems on networks with adaptive couplings appear naturally in real-world
systems such as power grid networks, social networks, and neuronal networks. We …

Neurodynamics

S Coombes, KCA Wedgwood - Texts in applied mathematics, 2023 - Springer
This is a book about 'Neurodynamics'. What we mean is that this is a book about how ideas
from dynamical systems theory have been developed and employed in recent years to give …

On the origin of chaotic attractors with two zero Lyapunov exponents in a system of five biharmonically coupled phase oscillators

EA Grines, A Kazakov, IR Sataev - Chaos: An Interdisciplinary Journal …, 2022 - pubs.aip.org
We study chaotic dynamics in a system of four differential equations describing the
interaction of five identical phase oscillators coupled via biharmonic function. We show that …

Hierarchical frequency clusters in adaptive networks of phase oscillators

R Berner, J Fialkowski, D Kasatkin… - … Journal of Nonlinear …, 2019 - pubs.aip.org
Adaptive dynamical networks appear in various real-word systems. One of the simplest
phenomenological models for investigating basic properties of adaptive networks is the …