Epidemic processes in complex networks
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …
emergence of complex and heterogeneous connectivity patterns in a wide range of …
Vital nodes identification in complex networks
Real networks exhibit heterogeneous nature with nodes playing far different roles in
structure and function. To identify vital nodes is thus very significant, allowing us to control …
structure and function. To identify vital nodes is thus very significant, allowing us to control …
The effect of human mobility and control measures on the COVID-19 epidemic in China
The ongoing coronavirus disease 2019 (COVID-19) outbreak expanded rapidly throughout
China. Major behavioral, clinical, and state interventions were undertaken to mitigate the …
China. Major behavioral, clinical, and state interventions were undertaken to mitigate the …
[HTML][HTML] Mobility network models of COVID-19 explain inequities and inform reopening
Abstract The coronavirus disease 2019 (COVID-19) pandemic markedly changed human
mobility patterns, necessitating epidemiological models that can capture the effects of these …
mobility patterns, necessitating epidemiological models that can capture the effects of these …
[BOOK][B] Dynamical processes on complex networks
The availability of large data sets has allowed researchers to uncover complex properties
such as large-scale fluctuations and heterogeneities in many networks, leading to the …
such as large-scale fluctuations and heterogeneities in many networks, leading to the …
Crowding and the shape of COVID-19 epidemics
Abstract The coronavirus disease 2019 (COVID-19) pandemic is straining public health
systems worldwide, and major non-pharmaceutical interventions have been implemented to …
systems worldwide, and major non-pharmaceutical interventions have been implemented to …
Spatiotemporal invasion dynamics of SARS-CoV-2 lineage B. 1.1. 7 emergence
Understanding the causes and consequences of the emergence of severe acute respiratory
syndrome coronavirus 2 (SARS-CoV-2) variants of concern is crucial to pandemic control yet …
syndrome coronavirus 2 (SARS-CoV-2) variants of concern is crucial to pandemic control yet …
Modeling shield immunity to reduce COVID-19 epidemic spread
The COVID-19 pandemic has precipitated a global crisis, with more than 1,430,000
confirmed cases and more than 85,000 confirmed deaths globally as of 9 April 2020 …
confirmed cases and more than 85,000 confirmed deaths globally as of 9 April 2020 …
Modelling dynamical processes in complex socio-technical systems
A Vespignani - Nature physics, 2012 - nature.com
In recent years the increasing availability of computer power and informatics tools has
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …
Kernel pooling for convolutional neural networks
Abstract Convolutional Neural Networks (CNNs) with Bilinear Pooling, initially in their full
form and later using compact representations, have yielded impressive performance gains …
form and later using compact representations, have yielded impressive performance gains …