33 citations · 36 across the 2 of their papers we have counts for
3 papers · 1 filter
Clustering for epidemics on networks: a geometric approach
Bastian Prasse, Karel Devriendt, Piet Van Mieghem
Infectious diseases typically spread over a contact network with millions of individuals, whose sheer size is a tremendous challenge to analysing and controlling an epidemic outbre…
Constructing Laplacian matrices with Soules vectors: inverse eigenvalue problem and applications
Karel Devriendt, Renaud Lambiotte, Piet Van Mieghem
The symmetric nonnegative inverse eigenvalue problem (SNIEP) asks which sets of numbers (counting multiplicities) can be the eigenvalues of a symmetric matrix with nonnegative entr…
Universal mean-field framework for SIS epidemics on networks, based on graph partitioning and the isoperimetric inequality
Karel Devriendt, Piet Van Mieghem
We propose a new approximation framework that unifies and generalizes a number of existing mean-field approximation methods for the SIS epidemic model on complex networks. We deriv…