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 …

Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

More is different in real-world multilayer networks

M De Domenico - Nature Physics, 2023 - nature.com
The constituents of many complex systems are characterized by non-trivial connectivity
patterns and dynamical processes that are well captured by network models. However, most …

COVID-19 and SARS-CoV-2. Modeling the present, looking at the future

E Estrada - Physics reports, 2020 - Elsevier
Abstract Since December 2019 the Severe Acute Respiratory Syndrome Coronavirus 2
(SARS-CoV-2) has produced an outbreak of pulmonary disease which has soon become a …

Epidemic spreading on higher-order networks

W Wang, Y Nie, W Li, T Lin, MS Shang, S Su, Y Tang… - Physics Reports, 2024 - Elsevier
Gathering events, eg, going to gyms and meetings, are ubiquitous and crucial in the
spreading phenomena, which induce higher-order interactions, and thus can be described …

A mathematical model for the spatiotemporal epidemic spreading of COVID19

A Arenas, W Cota, J Gómez-Gardenes, S Gómez… - MedRxiv, 2020 - medrxiv.org
An outbreak of a novel coronavirus, named SARS-CoV-2, that provokes the COVID-19
disease, was first reported in Hubei, mainland China on 31 December 2019. As of 20 March …

Complex networks: a mini-review

AS Mata - Brazilian Journal of Physics, 2020 - Springer
Network analysis is a powerful tool that provides us a fruitful framework to describe
phenomena related to social, technological, and many other real-world complex systems. In …

Abrupt phase transition of epidemic spreading in simplicial complexes

JT Matamalas, S Gómez, A Arenas - Physical Review Research, 2020 - APS
Recent studies on network geometry, a way of describing network structures as geometrical
objects, are revolutionizing our way to understand dynamical processes on networked …

Modeling the spatiotemporal epidemic spreading of COVID-19 and the impact of mobility and social distancing interventions

A Arenas, W Cota, J Gómez-Gardeñes, S Gómez… - Physical Review X, 2020 - APS
On 31 December, 2019, an outbreak of a novel coronavirus, SARS-CoV-2, that causes the
COVID-19 disease, was first reported in Hubei, mainland China. This epidemics' health …

Markovian approach to tackle competing pathogens in simplicial complex

Y Nie, W Li, L Pan, T Lin, W Wang - Applied Mathematics and Computation, 2022 - Elsevier
Recent studies on network spreading dynamics often adopt pairwise interaction to describe
the simple spreading process while using higher-order interaction to describe the collective …