Quantifying edge relevance for epidemic spreading via the semi-metric topology of complex networks

Sparsification aims at extracting a reduced core of associations that best preserves both the dynamics and topology of networks while reducing the computational cost of simulations. We show that the semi-metric topology of complex networks yields a natural and algebraically-principled sparsification...

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Bibliographic Details
Main Authors: David Soriano-Paños, Felipe Xavier Costa, Luis M Rocha
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Journal of Physics: Complexity
Subjects:
Online Access:https://doi.org/10.1088/2632-072X/adf2ed
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