Betweenness centrality in dense spatial networks

V Verbavatz, M Barthelemy - Physical Review E, 2022 - APS
The betweenness centrality (BC) is an important quantity for understanding the structure of
complex large networks. However, its calculation is in general difficult and known in simple …

Sizing complex networks

G Zamora-López, R Brasselet - Communications Physics, 2019 - nature.com
Among the many features of natural and man-made complex networks the small-world
phenomenon is a relevant and popular one. But, how small is a small-world network and …

Random geometric graphs in high dimension

V Erba, S Ariosto, M Gherardi, P Rotondo - Physical Review E, 2020 - APS
Many machine learning algorithms used for dimensional reduction and manifold learning
leverage on the computation of the nearest neighbors to each point of a data set to perform …

Shortest paths along urban road network peripheries

RC Batac, MT Cirunay - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
Studies on road networks, especially on highly-urban areas, have to account not only for the
topological (ie network structure) but, more so, for the actual physical and geographical …

Boundary effects on topological characteristics of urban road networks

Z Cheng, M Ouyang, C Du, H Zhang… - … Journal of Nonlinear …, 2023 - pubs.aip.org
Urban road networks (URNs), as simplified views and important components of cities, have
different structures, resulting in varying levels of transport efficiency, accessibility, resilience …

An Introduction to Complex Networks in Climate Finance

AP Kartun-Giles, N Ameli - Entropy, 2023 - mdpi.com
In this perspective, we introduce recent research into the structure and function of complex
investor networks supporting sustainability efforts. Using the case of solar, wind and hydro …

Vulnerability of Transport through Evolving Spatial Networks

A Molavi, H Hamzehpour, R Shaebani - arXiv preprint arXiv:2407.17977, 2024 - arxiv.org
Insight into the blockage vulnerability of evolving spatial networks is important for
understanding transport resilience, robustness, and failure of a broad class of real-world …

Explosive dismantling of two-dimensional random lattices under betweenness centrality attacks

N Almeira, JI Perotti, A Chacoma, OV Billoni - Chaos, Solitons & Fractals, 2021 - Elsevier
In the present paper, we study the robustness of two-dimensional random lattices (Delaunay
triangulations) under attacks based on betweenness centrality. Together with the standard …

Connectivity of 1d random geometric graphs

AP Kartun-Giles, K Koufos, N Privault - arXiv preprint arXiv:2105.07731, 2021 - arxiv.org
A 1d random geometric graph (1d RGG) is built by joining a random sample of $ n $ points
from an interval of the real line with probability $ p $. We count the number of $ k $-hop …

First-passage percolation under extreme disorder: From bond percolation to Kardar-Parisi-Zhang universality

D Villarrubia, I Alvarez Domenech, SN Santalla… - Physical Review E, 2020 - APS
We consider the statistical properties of arrival times and balls on first-passage percolation
(FPP) two-dimensional square lattices with strong disorder in the link times. A previous work …