Hyperedge overlap drives explosive transitions in systems with higher-order interactions

F Malizia, S Lamata-Otín, M Frasca, V Latora… - Nature …, 2025 - nature.com
Recent studies have shown that novel collective behaviors emerge in complex systems due
to the presence of higher-order interactions. However, how the collective behavior of a …

Dirac synchronization is rhythmic and explosive

L Calmon, JG Restrepo, JJ Torres… - Communications …, 2022 - nature.com
Topological signals defined on nodes, links and higher dimensional simplices define the
dynamical state of a network or of a simplicial complex. As such, topological signals are …

Diffusion capacity of single and interconnected networks

TA Schieber, LC Carpi, PM Pardalos, C Masoller… - Nature …, 2023 - nature.com
Understanding diffusive processes in networks is a significant challenge in complexity
science. Networks possess a diffusive potential that depends on their topological …

Effective theory of collective deep learning

L Arola-Fernández, L Lacasa - Physical Review Research, 2024 - APS
Unraveling the emergence of collective learning in systems of coupled artificial neural
networks points to broader implications for physics, machine learning, neuroscience, and …

[PDF][PDF] Hyperedge overlap drives explosive transitions in systems with higher-order interactions

V Latora, F Malizia, S Lamata-Otin, M Frasca… - Nature …, 2024 - qmro.qmul.ac.uk
Recent studies have shown that novel collective behaviors emerge in complex systems due
to the presence of higher-order interactions. However, how the collective behavior of a …

The spatial dynamics and phase transitions in non-identical swarmalators

S Ansarinasab, F Nazarimehr, GK Sar, F Ghassemi… - Nonlinear …, 2024 - Springer
Swarmalators, which combine the swarming phenomenon with synchronization, have drawn
a lot of attention from researchers in recent years. Nevertheless, the majority of earlier …

Maximal hysteretic range for explosive synchronization

T Xu, S Guan, Z Liu, Y Zou - Chaos, Solitons & Fractals, 2024 - Elsevier
Traditionally, phase oscillators on a frequency-degree correlated star network provides a
building motif for understanding explosive transitions to synchronization and the associated …

Shifts in global network dynamics due to small changes at single nodes

KL Rossi, RC Budzinski, BRR Boaretto, LE Muller… - Physical Review …, 2023 - APS
Understanding the sensitivity of a system's behavior with respect to parameter changes is
essential for many applications. This sensitivity may be desired—for instance, in the brain …

Pathways to discontinuous transitions in interacting contagion dynamics

S Lamata-Otín, J Gómez-Gardeñes… - Journal of Physics …, 2024 - iopscience.iop.org
Yet often neglected, dynamical interdependencies between concomitant contagion
processes can alter their intrinsic equilibria and bifurcations. A particular case of interest for …

[HTML][HTML] Topologically induced suppression of explosive synchronization

M Miranda, M Frasca, E Estrada - Chaos: An Interdisciplinary Journal …, 2023 - pubs.aip.org
Nowadays, explosive synchronization is a well-documented phenomenon consisting in a
first-order transition that may coexist with classical synchronization. Typically, explosive …