most citedNetworks beyond pairwise interactions: structure and dynamics

1.6k citations

17 papers

physics.soc-ph2020★ 1.6k cited

Networks beyond pairwise interactions: structure and dynamics

Federico Battiston, Giulia Cencetti, Iacopo Iacopini +5

The complexity of many biological, social and technological systems stems from the richness of the interactions among their units. Over the past decades, a great variety of complex…

cond-mat.stat-mech2020★ 27 cited

Complex networks with tuneable dimensions as a universality playground

Ana P. Millán, Giacomo Gori, Federico Battiston +2

Universality is one of the key concepts in understanding critical phenomena. However, for interacting inhomogeneous systems described by complex networks a clear understanding of t…

physics.soc-ph2020★ 23 cited

Bridging the gap between graphs and networks

Gerardo Iñiguez, Federico Battiston, Márton Karsai

Network science has become a powerful tool to describe the structure and dynamics of real-world complex physical, biological, social, and technological systems. Largely built on em…

q-bio.MN2020★ 116 cited

Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

Deisy Morselli Gysi, Ítalo Do Valle, Marinka Zitnik +8

The current pandemic has highlighted the need for methodologies that can quickly and reliably prioritize clinically approved compounds for their potential effectiveness for SARS-Co…

econ.GN2020★ 279 cited

Business disruptions from social distancing

Miklós Koren, Rita Pető

Social distancing interventions can be effective against epidemics but are potentially detrimental for the economy. Businesses that rely heavily on face-to-face communication or cl…

q-fin.ST2020★ 5 cited

Coupled criticality analysis of inflation and unemployment

Z. Koohi Lai, A. Namaki, A. Hosseiny +2

In this paper, we are interested to focus on the critical periods in the economy which are characterized by large fluctuations in macroeconomic indicators. To capture unusual and l…