19 citations · 22 across the 4 of their papers we have counts for
4 papers · 1 filter
Universality classes in the time evolution of epidemic outbreaks on complex networks
Mateusz J. Samsel, Agata Fronczak, Piotr Fronczak
We investigate the full temporal evolution of epidemic outbreaks in complex networks, focusing on the susceptible-infected (SI) model of disease transmission. Combining theoretical…
Model-based reconstruction of real-world fractal complex networks
Kordian Makulski, Mateusz Samsel, Michal Lepek +2
This paper presents a versatile model for generating fractal complex networks that closely mirror the properties of real-world systems. By combining features of reverse renormaliza…
Towards fractal origins of the community structure in complex networks: a model-based approach
Mateusz Samsel, Kordian Makulski, Michał Łepek +2
In this paper, we pose a hypothesis that the structure of communities in complex networks may result from their latent fractal properties. This hypothesis is based not only on the…
Scaling theory of fractal complex networks
Agata Fronczak, Piotr Fronczak, Mateusz Samsel +3
We show that fractality in complex networks arises from the geometric self-similarity of their built-in hierarchical community-like structure, which is mathematically described by…