116 citations · 398 across the 10 of their papers we have counts for
10 papers
Higher-order triadic percolation on random hypergraphs
Hanlin Sun, Ginestra Bianconi
In this work, we propose a comprehensive theoretical framework combining percolation theory with nonlinear dynamics in order to study hypergraphs with a time-varying giant componen…
Triadic percolation induces dynamical topological patterns in higher-order networks
Ana P. Millán, Hanlin Sun, Joaquìn J. Torres +1
Triadic interactions are higher-order interactions that occur when a set of nodes affects the interaction between two other nodes. Examples of triadic interactions are present in t…
Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension
Rajat K. Panda, Roberto Verdel, Alex Rodriguez +3
We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal…
The dynamic nature of percolation on networks with triadic interactions
Hanlin Sun, Filippo Radicchi, Jürgen Kurths +1
Percolation establishes the connectivity of complex networks and is one of the most fundamental critical phenomena for the study of complex systems. On simple networks, percolation…
Critical time-dependent branching process modelling epidemic spreading with containment measures
Hanlin Sun, Ivan Kryven, Ginestra Bianconi
During the COVID pandemic, periods of exponential growth of the disease have been mitigated by containment measures that in different occasions have resulted in a power-law growth…
Higher-order percolation processes on multiplex hypergraphs
Hanlin Sun, Ginestra Bianconi
Higher order interactions are increasingly recognised as a fundamental aspect of complex systems ranging from the brain to social contact networks. Hypergraph as well as simplicial…