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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 …
Contagion dynamics on higher-order networks
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 …
the dissemination of diseases, information and behaviour. The COVID-19 pandemic and the …
Multistability in physical and living systems
Multistability is ubiquitous in nature. From a mathematical point of view, multistability is the
coexistence of stable states (attractors) for the same set of system parameters. The …
coexistence of stable states (attractors) for the same set of system parameters. The …
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 …
Combined effect of simplicial complexes and interlayer interaction: An example of information-epidemic dynamics on multiplex networks
X Chang, CR Cai, CY Wang, XS Liu, JQ Zhang… - Physical Review …, 2023 - APS
In this paper, we investigate the effect of self-awareness (interlayer interaction) for
information-epidemic dynamics with simplicial complexes both near and away from the …
information-epidemic dynamics with simplicial complexes both near and away from the …
Influential simplices mining via simplicial convolutional networks
The identification of influential simplices is crucial for understanding higher-order network
dynamics. Yet, despite relatively mature research on influential nodes (0-simplices) mining …
dynamics. Yet, despite relatively mature research on influential nodes (0-simplices) mining …