Epidemic spreading on higher-order networks

W Wang, Y Nie, W Li, T Lin, MS Shang, S Su, Y Tang… - Physics Reports, 2024 - Elsevier
Gathering events, eg, going to gyms and meetings, are ubiquitous and crucial in the
spreading phenomena, which induce higher-order interactions, and thus can be described …

Synchronization in multiplex networks

X Wu, X Wu, CY Wang, B Mao, J Lu, J Lü, YC Zhang… - Physics Reports, 2024 - Elsevier
Synchronization in a network of connected elements is essential to the proper functioning of
both natural and engineered systems and is thus of increasing interest across disciplines. In …

Contagion dynamics on higher-order networks

G Ferraz de Arruda, A Aleta, Y Moreno - Nature Reviews Physics, 2024 - nature.com
A paramount research challenge in network and complex systems science is to understand
the dissemination of diseases, information and behaviour. The COVID-19 pandemic and the …

Multi-chimera states in a higher order network of FitzHugh–Nagumo oscillators

Z Wang, M Chen, X **, H Tian, R Yang - The European Physical Journal …, 2024 - Springer
A chimera state represents a distinct configuration within interconnected oscillatory networks
comprising both coherent and incoherent oscillators. In specific scenarios, multiple sets of …

Collective dynamics of swarmalators with higher-order interactions

MS Anwar, GK Sar, M Perc, D Ghosh - Communications Physics, 2024 - nature.com
Higher-order interactions shape collective dynamics, but how they affect transitions between
different states in swarmalator systems is yet to be determined. To that effect, we here study …

Synchronization in simplicial complexes of memristive Rulkov neurons

M Mehrabbeik, S Jafari, M Perc - Frontiers in Computational …, 2023 - frontiersin.org
Simplicial complexes are mathematical constructions that describe higher-order interactions
within the interconnecting elements of a network. Such higher-order interactions become …

Global synchronization in generalized multilayer higher-order networks

PK Pal, MS Anwar, M Perc, D Ghosh - Physical Review Research, 2024 - APS
Networks incorporating higher-order interactions are increasingly recognized for their ability
to introduce novel dynamics into various processes, including synchronization. Previous …

Reinforcement learning and collective cooperation on higher-order networks

Y Xu, J Wang, J Chen, D Zhao, M Özer, C **a… - Knowledge-Based …, 2024 - Elsevier
Collective cooperation is essential for the survival and advancement of groups. However,
current studies on evolutionary dynamics within higher-order networks often focus on …

Theory of percolation on hypergraphs

G Bianconi, SN Dorogovtsev - Physical Review E, 2024 - APS
Hypergraphs capture the higher-order interactions in complex systems and always admit a
factor graph representation, consisting of a bipartite network of nodes and hyperedges. As …

Artificial intelligence for complex network: Potential, methodology and application

J Ding, C Liu, Y Zheng, Y Zhang, Z Yu, R Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Complex networks pervade various real-world systems, from the natural environment to
human societies. The essence of these networks is in their ability to transition and evolve …