Robustness and resilience of complex networks

O Artime, M Grassia, M De Domenico… - Nature Reviews …, 2024 - nature.com
Complex networks are ubiquitous: a cell, the human brain, a group of people and the
Internet are all examples of interconnected many-body systems characterized by …

Information cascades in complex networks

M Jalili, M Perc - Journal of Complex Networks, 2017 - academic.oup.com
Abstract Information cascades are important dynamical processes in complex networks. An
information cascade can describe the spreading dynamics of rumour, disease, memes, or …

Finding key players in complex networks through deep reinforcement learning

C Fan, L Zeng, Y Sun, YY Liu - Nature machine intelligence, 2020 - nature.com
Finding an optimal set of nodes, called key players, whose activation (or removal) would
maximally enhance (or degrade) a certain network functionality, is a fundamental class of …

Explosive phenomena in complex networks

RM D'Souza, J Gómez-Gardenes, J Nagler… - Advances in …, 2019 - Taylor & Francis
The emergence of large-scale connectivity and synchronization are crucial to the structure,
function and failure of many complex socio-technical networks. Thus, there is great interest …

[图书][B] Applications of percolation theory

M Sahimi - 1994 - taylorfrancis.com
Over the past two decades percolation theory has been used to explain and model a wide
variety of phenomena that are of industrial and scientific importance. Examples include …

Generalized network dismantling

XL Ren, N Gleinig, D Helbing… - Proceedings of the …, 2019 - National Acad Sciences
Finding an optimal subset of nodes in a network that is able to efficiently disrupt the
functioning of a corrupt or criminal organization or contain an epidemic or the spread of …

Machine learning dismantling and early-warning signals of disintegration in complex systems

M Grassia, M De Domenico, G Mangioni - Nature communications, 2021 - nature.com
From physics to engineering, biology and social science, natural and artificial systems are
characterized by interconnected topologies whose features–eg, heterogeneous connectivity …

A comparative analysis of approaches to network-dismantling

S Wandelt, X Sun, D Feng, M Zanin, S Havlin - Scientific reports, 2018 - nature.com
Estimating, understanding, and improving the robustness of networks has many application
areas such as bioinformatics, transportation, or computational linguistics. Accordingly, with …

Estimation and improvement of transportation network robustness by exploiting communities

S Wandelt, X Shi, X Sun - Reliability Engineering & System Safety, 2021 - Elsevier
Throughout the past years, researchers increasingly study the resilience of transportation
systems through the lens of complex networks. This model simplification has helped to …

Towards analyzing the robustness of the integrated global transportation network abstraction (IGTNA)

S Wandelt, X Sun, A Zhang - Transportation Research Part A: Policy and …, 2023 - Elsevier
The well-functioning of our transportation systems is essential for ensuring the mobility of
people and goods. According to the Sustainable Developmental Goals (SDG) adopted by …