Dynamics on higher-order networks: A review
Network science has evolved into an indispensable platform for studying complex systems.
But recent research has identified limits of classical networks, where links connect pairs of …
But recent research has identified limits of classical networks, where links connect pairs of …
The structure and dynamics of networks with higher order interactions
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 …
depend on the specific way in which its elementary components interact. The last twenty-five …
The physics of higher-order interactions in complex systems
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …
interacting systems. However, networks are intrinsically limited to describing pairwise …
[图书][B] Higher-order networks
G Bianconi - 2021 - cambridge.org
Higher-order networks describe the many-body interactions of a large variety of complex
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …
A survey on hypergraph representation learning
Hypergraphs have attracted increasing attention in recent years thanks to their flexibility in
naturally modeling a broad range of systems where high-order relationships exist among …
naturally modeling a broad range of systems where high-order relationships exist among …
Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes
Higher-order networks have emerged as a powerful framework to model complex systems
and their collective behavior. Going beyond pairwise interactions, they encode structured …
and their collective behavior. Going beyond pairwise interactions, they encode structured …
Epidemic spreading on higher-order networks
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 …
spreading phenomena, which induce higher-order interactions, and thus can be described …
Sombor index and degree-related properties of simplicial networks
Y Shang - Applied Mathematics and Computation, 2022 - Elsevier
Many dynamical effects in biology, social and technological complex systems have recently
revealed their relevance to group interactions beyond traditional dyadic relationships …
revealed their relevance to group interactions beyond traditional dyadic relationships …
Expectation-maximizing network reconstruction and most applicable network types based on binary time series data
Based on the binary time series data of social infection dynamics, we propose a general
framework to reconstruct the 2-simplicial complexes with two-body and three-body …
framework to reconstruct the 2-simplicial complexes with two-body and three-body …
Epidemic trajectories and awareness diffusion among unequals in simplicial complexes
L Liu, M Feng, C Xia, D Zhao, M Perc - Chaos, Solitons & Fractals, 2023 - Elsevier
The interplay between awareness diffusion and epidemic spreading has been an active
topic of research in recent years. Studies have shown that group interactions are an …
topic of research in recent years. Studies have shown that group interactions are an …