Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics Reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Critical phenomena in complex networks

SN Dorogovtsev, AV Goltsev, JFF Mendes - Reviews of Modern Physics, 2008 - APS
The combination of the compactness of networks, featuring small diameters, and their
complex architectures results in a variety of critical effects dramatically different from those in …

Network models of financial systemic risk: a review

F Caccioli, P Barucca, T Kobayashi - Journal of Computational Social …, 2018 - Springer
The global financial system can be represented as a large complex network in which banks,
hedge funds and other financial institutions are interconnected to each other through visible …

Synapse loss and progress of Alzheimer's disease-A network model

G Kashyap, D Bapat, D Das, R Gowaikar… - Scientific Reports, 2019 - nature.com
We present observational evidence from studies on primary cortical cultures from AD
transgenic mice, APPSwe/PS1ΔE9 (APP/PS1) mice, for significant decrease in total spine …

Temporal analysis of the entire ethereum blockchain network

L Zhao, S Sen Gupta, A Khan, R Luo - Proceedings of the Web …, 2021 - dl.acm.org
With over 42 billion USD market capitalization (October 2020), Ethereum is the largest public
blockchain that supports smart contracts. Recent works have modeled transactions, tokens …

Systemic risk analysis on reconstructed economic and financial networks

G Cimini, T Squartini, D Garlaschelli, A Gabrielli - Scientific reports, 2015 - nature.com
We address a fundamental problem that is systematically encountered when modeling real-
world complex systems of societal relevance: the limitedness of the information available. In …

Measurements, analyses, and insights on the entire ethereum blockchain network

XT Lee, A Khan, S Sen Gupta, YH Ong… - Proceedings of The Web …, 2020 - dl.acm.org
Blockchains are increasingly becoming popular due to the prevalence of cryptocurrencies
and decentralized applications. Ethereum is a distributed public blockchain network that …

Reciprocity of weighted networks

T Squartini, F Picciolo, F Ruzzenenti, D Garlaschelli - Scientific reports, 2013 - nature.com
In directed networks, reciprocal links have dramatic effects on dynamical processes, network
growth and higher-order structures such as motifs and communities. While the reciprocity of …

Characterizing the dynamical importance of network nodes and links

JG Restrepo, E Ott, BR Hunt - Physical review letters, 2006 - APS
The largest eigenvalue of the adjacency matrix of networks is a key quantity determining
several important dynamical processes on complex networks. Based on this fact, we present …