3 papers
physics.soc-ph2025
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…
cond-mat.dis-nn2025
Beyond traditional box-covering: Determining the fractal dimension of complex networks using a fixed number of boxes of flexible diameter
Michal Lepek, Kordian Makulski, Agata Fronczak +1
In this article, we present a novel box-covering algorithm for analyzing the fractal properties of complex networks. Unlike traditional algorithms that impose a predetermined box s…
physics.soc-ph2024
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…