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 …

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 …

[HTML][HTML] Network resilience

X Liu, D Li, M Ma, BK Szymanski, HE Stanley, J Gao - Physics Reports, 2022 - Elsevier
Many systems on our planet shift abruptly and irreversibly from the desired state to an
undesired state when forced across a “tipping point”. Some examples are mass extinctions …

Universal resilience patterns in complex networks

J Gao, B Barzel, AL Barabási - Nature, 2016 - nature.com
Resilience, a system's ability to adjust its activity to retain its basic functionality when errors,
failures and environmental changes occur, is a defining property of many complex systems …

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 …

Towards designing robust coupled networks

CM Schneider, N Yazdani, NAM Araújo, S Havlin… - Scientific reports, 2013 - nature.com
Natural and technological interdependent systems have been shown to be highly vulnerable
due to cascading failures and an abrupt collapse of global connectivity under initial failure …

A model for cascading failures in scale-free networks with a breakdown probability

JW Wang, LL Rong - Physica A: Statistical Mechanics and its Applications, 2009 - Elsevier
Considering that not all overload nodes will be removed from networks due to some effective
measures to protect them, we propose a new cascading model with a breakdown …

Improving network robustness by edge modification

A Beygelzimer, G Grinstein, R Linsker, I Rish - Physica A: Statistical …, 2005 - Elsevier
An important property of networked systems is their robustness against removal of network
nodes, through either random node failure or targeted attack. Although design methods …

Cascading failures in complex networks

LD Valdez, L Shekhtman, CE La Rocca… - Journal of Complex …, 2020 - academic.oup.com
Cascading failure is a potentially devastating process that spreads on real-world complex
networks and can impact the integrity of wide-ranging infrastructures, natural systems and …

Dynamical robustness in complex networks: the crucial role of low-degree nodes

G Tanaka, K Morino, K Aihara - Scientific reports, 2012 - nature.com
Many social, biological and technological networks consist of a small number of highly
connected components (hubs) and a very large number of loosely connected components …