Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

[HTML][HTML] Pandemics: risks, impacts, and mitigation

N Madhav, B Oppenheim, M Gallivan… - … improving health and …, 2017 - ncbi.nlm.nih.gov
Pandemics are large-scale outbreaks of infectious disease that can greatly increase
morbidity and mortality over a wide geographic area and cause significant economic, social …

[HTML][HTML] Forecasting models for coronavirus disease (COVID-19): a survey of the state-of-the-art

GR Shinde, AB Kalamkar, PN Mahalle, N Dey… - SN computer …, 2020 - Springer
COVID-19 is a pandemic that has affected over 170 countries around the world. The number
of infected and deceased patients has been increasing at an alarming rate in almost all the …

The role of complexity for digital twins of cities

G Caldarelli, E Arcaute, M Barthelemy, M Batty… - Nature Computational …, 2023 - nature.com
We argue that theories and methods drawn from complexity science are urgently needed to
guide the development and use of digital twins for cities. The theoretical framework from …

Urbanization and humidity shape the intensity of influenza epidemics in US cities

BD Dalziel, S Kissler, JR Gog, C Viboud, ON Bjørnstad… - Science, 2018 - science.org
Influenza epidemics vary in intensity from year to year, driven by climatic conditions and by
viral antigenic evolution. However, important spatial variation remains unexplained. Here we …

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 …

Human mobility: Models and applications

H Barbosa, M Barthelemy, G Ghoshal, CR James… - Physics Reports, 2018 - Elsevier
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …

Mathematical models to characterize early epidemic growth: A review

G Chowell, L Sattenspiel, S Bansal, C Viboud - Physics of life reviews, 2016 - Elsevier
There is a long tradition of using mathematical models to generate insights into the
transmission dynamics of infectious diseases and assess the potential impact of different …

Social contagion models on hypergraphs

GF de Arruda, G Petri, Y Moreno - Physical Review Research, 2020 - APS
Our understanding of the dynamics of complex networked systems has increased
significantly in the last two decades. However, most of our knowledge is built upon assuming …

The hidden geometry of complex, network-driven contagion phenomena

D Brockmann, D Helbing - science, 2013 - science.org
The global spread of epidemics, rumors, opinions, and innovations are complex, network-
driven dynamic processes. The combined multiscale nature and intrinsic heterogeneity of …