Hyperedge overlap drives explosive transitions in systems with higher-order interactions
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 …
to the presence of higher-order interactions. However, how the collective behavior of a …
Dirac synchronization is rhythmic and explosive
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 …
dynamical state of a network or of a simplicial complex. As such, topological signals are …
Diffusion capacity of single and interconnected networks
Understanding diffusive processes in networks is a significant challenge in complexity
science. Networks possess a diffusive potential that depends on their topological …
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 …
networks points to broader implications for physics, machine learning, neuroscience, and …
[PDF][PDF] Hyperedge overlap drives explosive transitions in systems with higher-order interactions
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 …
to the presence of higher-order interactions. However, how the collective behavior of a …
The spatial dynamics and phase transitions in non-identical swarmalators
Swarmalators, which combine the swarming phenomenon with synchronization, have drawn
a lot of attention from researchers in recent years. Nevertheless, the majority of earlier …
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 …
building motif for understanding explosive transitions to synchronization and the associated …
Shifts in global network dynamics due to small changes at single nodes
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 …
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 …
processes can alter their intrinsic equilibria and bifurcations. A particular case of interest for …
[HTML][HTML] Topologically induced suppression of explosive synchronization
Nowadays, explosive synchronization is a well-documented phenomenon consisting in a
first-order transition that may coexist with classical synchronization. Typically, explosive …
first-order transition that may coexist with classical synchronization. Typically, explosive …