Complex network approaches to nonlinear time series analysis

Y Zou, RV Donner, N Marwan, JF Donges, J Kurths - Physics Reports, 2019 - Elsevier
In the last decade, there has been a growing body of literature addressing the utilization of
complex network methods for the characterization of dynamical systems based on time …

[HTML][HTML] Random walks and diffusion on networks

N Masuda, MA Porter, R Lambiotte - Physics reports, 2017 - Elsevier
Random walks are ubiquitous in the sciences, and they are interesting from both theoretical
and practical perspectives. They are one of the most fundamental types of stochastic …

Social tipping processes towards climate action: A conceptual framework

R Winkelmann, JF Donges, EK Smith, M Milkoreit… - Ecological …, 2022 - Elsevier
Societal transformations are necessary to address critical global challenges, such as
mitigation of anthropogenic climate change and reaching UN sustainable development …

[HTML][HTML] Statistical physics approaches to the complex Earth system

J Fan, J Meng, J Ludescher, X Chen, Y Ashkenazy… - Physics reports, 2021 - Elsevier
Global warming, extreme climate events, earthquakes and their accompanying
socioeconomic disasters pose significant risks to humanity. Yet due to the nonlinear …

Challenges in the vulnerability and risk analysis of critical infrastructures

E Zio - Reliability Engineering & System Safety, 2016 - Elsevier
The objective of this paper is to provide a systematic view on the problem of vulnerability
and risk analysis of critical infrastructures. Reflections are made on the inherent complexities …

Network geometry

M Boguna, I Bonamassa, M De Domenico… - Nature Reviews …, 2021 - nature.com
Networks are finite metric spaces, with distances defined by the shortest paths between
nodes. However, this is not the only form of network geometry: two others are the geometry …

Computational network biology: data, models, and applications

C Liu, Y Ma, J Zhao, R Nussinov, YC Zhang, F Cheng… - Physics Reports, 2020 - Elsevier
Biological entities are involved in intricate and complex interactions, in which uncovering the
biological information from the network concepts are of great significance. Benefiting from …

Catastrophic cascade of failures in interdependent networks

SV Buldyrev, R Parshani, G Paul, HE Stanley, S Havlin - Nature, 2010 - nature.com
Complex networks have been studied intensively for a decade, but research still focuses on
the limited case of a single, non-interacting network,,,,,,,,,,,,,. Modern systems are coupled …

Laplacian renormalization group for heterogeneous networks

P Villegas, T Gili, G Caldarelli, A Gabrielli - Nature Physics, 2023 - nature.com
The renormalization group is the cornerstone of the modern theory of universality and phase
transitions and it is a powerful tool to scrutinize symmetries and organizational scales in …

A complex network approach to supply chain network theory

EJS Hearnshaw, MMJ Wilson - International Journal of Operations & …, 2013 - emerald.com
The purpose of this paper is to advance supply chain network theory by applying theoretical
and empirical developments in complex network literature to the context of supply chains as …