The structure and dynamics of networks with higher order interactions

S Boccaletti, P De Lellis, CI Del Genio, K Alfaro-Bittner… - Physics Reports, 2023 - Elsevier
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 …

The synchronized dynamics of time-varying networks

D Ghosh, M Frasca, A Rizzo, S Majhi, S Rakshit… - Physics Reports, 2022 - Elsevier
Over the past two decades, complex network theory provided the ideal framework for
investigating the intimate relationships between the topological properties characterizing the …

Stability of synchronization in simplicial complexes

LV Gambuzza, F Di Patti, L Gallo, S Lepri… - Nature …, 2021 - nature.com
Various systems in physics, biology, social sciences and engineering have been
successfully modeled as networks of coupled dynamical systems, where the links describe …

Synchronization in complex networks of phase oscillators: A survey

F Dörfler, F Bullo - Automatica, 2014 - Elsevier
The emergence of synchronization in a network of coupled oscillators is a fascinating
subject of multidisciplinary research. This survey reviews the vast literature on the theory …

Spontaneous synchrony in power-grid networks

AE Motter, SA Myers, M Anghel, T Nishikawa - Nature Physics, 2013 - nature.com
An imperative condition for the functioning of a power-grid network is that its power
generators remain synchronized. Disturbances can prompt desynchronization, which is a …

Dynamical systems on networks

MA Porter, JP Gleeson - Frontiers in Applied Dynamical Systems: Reviews …, 2016 - Springer
Traditionally, much of the study of networks has focused on structural features. Indeed,
mathematical subjects such as graph theory have a rich history of investigating network …

[HTML][HTML] Network dynamics of coupled oscillators and phase reduction techniques

B Pietras, A Daffertshofer - Physics Reports, 2019 - Elsevier
Investigating the dynamics of a network of oscillatory systems is a timely and urgent topic.
Phase synchronization has proven paradigmatic to study emergent collective behavior …

Coupling functions: universal insights into dynamical interaction mechanisms

T Stankovski, T Pereira, PVE McClintock… - Reviews of Modern …, 2017 - APS
The dynamical systems found in nature are rarely isolated. Instead they interact and
influence each other. The coupling functions that connect them contain detailed information …

Causation entropy identifies indirect influences, dominance of neighbors and anticipatory couplings

J Sun, EM Bollt - Physica D: Nonlinear Phenomena, 2014 - Elsevier
Inference of causality is central in nonlinear time series analysis and science in general. A
popular approach to infer causality between two processes is to measure the information …

Optimal synchronization of complex networks

PS Skardal, D Taylor, J Sun - Physical review letters, 2014 - APS
We study optimal synchronization in networks of heterogeneous phase oscillators. Our main
result is the derivation of a synchrony alignment function that encodes the interplay between …