Higher-Order

Modeling the Spread of Misfolded Proteins in Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion
Neurodegenerative diseases are characterized by complex proteins misfolded that propagate within the brain. For instance, current …
PDF DOI
Modeling the Spread of Misfolded Proteins in Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion
Disentangling the role of heterogeneity and hyperedge overlap in explosive contagion on higher-order networks
Higher-order networks are used to model complex contagion processes in social groups of varying sizes, where heterogeneity and …
PDF
Disentangling the role of heterogeneity and hyperedge overlap in explosive contagion on higher-order networks
The temporal dynamics of group interactions in higher-order social networks
Representing social systems as networks, starting from the interactions between individuals, sheds light on the mechanisms governing …
PDF Cite Code DOI
The temporal dynamics of group interactions in higher-order social networks
The structural evolution of temporal hypergraphs through the lens of hyper-cores
The richness of many complex systems stems from the interactions among their components. The higher-order nature of these interactions, …
PDF Cite DOI
The structural evolution of temporal hypergraphs through the lens of hyper-cores
Not your private tête-à-tête: leveraging the power of higher-order networks to study animal communication
Animal communication is frequently studied with conventional network representations that link pairs of individuals who interact, for …
PDF Cite Code DOI
Not your private tête-à-tête: leveraging the power of higher-order networks to study animal communication
Insights from exact social contagion dynamics on networks with higher-order structures
Recently, there has been an increasing interest in studying dynamical processes on networks exhibiting higher-order structures, such as …
PDF Cite DOI
Insights from exact social contagion dynamics on networks with higher-order structures
Hyper-cores promote localization and efficient seeding in higher-order processes
Going beyond networks, to include higher-order interactions of arbitrary sizes, is a major step to better describe complex systems. In …
PDF Cite Code DOI
Hyper-cores promote localization and efficient seeding in higher-order processes
XGI: A Python package for higher-order interaction networks
CompleX Group Interactions (XGI) is a library for analyzing higher-order networks. Such networks are used to model interactions of …
PDF Cite Code DOI
XGI: A Python package for higher-order interaction networks
Simplicially driven simple contagion
Single contagion processes are known to display a continuous transition from an epidemic-free state to an epidemic one, for contagion …
PDF Cite Code DOI
Simplicially driven simple contagion
Social contagion on higher-order structures
In this Chapter, we discuss the effects of higher-order structures on SIS-like processes of social contagion. After a brief …
PDF Cite DOI
Social contagion on higher-order structures