Iacopo Iacopini
Iacopo Iacopini
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2023
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XGI: A Python package for higher-order interaction networks
CompleX Group Interactions (XGI) is a library for analyzing higher-order networks. Such networks are used to model interactions of …
N. W. Landry
,
M. Lucas
,
I. Iacopini
,
G. Petri
,
A. Schwarze
,
A. Patania
,
L. Torres
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Code
DOI
Simplicially driven simple contagion
Single contagion processes are known to display a continuous transition from an epidemic-free state to an epidemic one, for contagion …
M. Lucas
,
I. Iacopini
,
T. Robiglio
,
A. Barrat
,
G. Petri
Preprint
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Code
DOI
Quantifying human performance in chess
From sports to science, the recent availability of large-scale data has allowed to gain insights on the drivers of human innovation and …
S. Chowdhary
,
I. Iacopini
,
F. Battiston
Preprint
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Code
Dataset
DOI
Hyper-cores promote localization and efficient seeding in higher-order processes
Going beyond networks, in order to include higher-order interactions involving groups of elements of arbitrary sizes, has been …
M. Mancastroppa
,
I. Iacopini
,
G. Petri
,
A. Barrat
Preprint
Non-selective distribution of infectious disease prevention may outperform risk-based targeting
Epidemic control often requires optimal distribution of available vaccines and prophylactic tools, to protect from infection those …
B. Steinegger
,
I. Iacopini
,
A. S. Teixeira
,
A. Bracci
,
P. Casanova-Ferrer
,
A. Antonioni
,
E. Valdano
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Code
DOI
Social contagion on higher-order structures
In this Chapter, we discuss the effects of higher-order structures on SIS-like processes of social contagion. After a brief …
A. Barrat
,
G.F. de Arruda
,
I. Iacopini
,
Y. Moreno
Preprint
PDF
DOI
Group interactions modulate critical mass dynamics in social convention
How can minorities of individuals overturn social conventions? The theory of critical mass states that when a committed minority …
I. Iacopini
,
G. Petri
,
A. Baronchelli
,
A. Barrat
Preprint
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Code
DOI
Social interactions affect discovery processes
Our network of acquaintances determines how we get exposed to ideas, products, or cultural artworks (books, music, movies, …
G. Di Bona
,
E. Ubaldi
,
I. Iacopini
,
B. Monechi
,
V. Latora
,
V. Loreto
Preprint
Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs
Contagion phenomena are often the results of multibody interactions—such as superspreading events or social reinforcement—describable …
G. St-Onge
,
I. Iacopini
,
V. Latora
,
A. Barrat
,
G. Petri
,
A. Allard
,
L. Hébert-Dufresne
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Code
DOI
The physics of higher-order interactions in complex systems
Complex networks have become the main paradigm for modelling the dynamics of interacting systems. However, networks are intrinsically …
F. Battiston
,
E. Amico
,
A. Barrat
,
G. Bianconi
,
G. F. de Arruda
,
B. Franceschiello
,
I. Iacopini
,
S. Kéfi
,
V. Latora
,
Y. Moreno
,
M. M. Murray
,
T. P. Peixoto
,
F. Vaccarino
,
G. Petri
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The structural architecture of international industry networks in the global economy
Globalisation continuously produces novel economic relationships mediated by flows of goods, services, capital, and information between …
T. Sigler
,
K. Martinus
,
I. Iacopini
,
B. Derudder
,
J. Loginova
PDF
DOI
Simplicial contagion in temporal higher-order networks
Complex networks represent the natural backbone to study epidemic processes in populations of interacting individuals. Such a modeling …
S. Chowdhary
,
A. Kumar
,
G. Cencetti
,
I. Iacopini
,
F. Battiston
PDF
London in lockdown: Mobility in the Pandemic City
This chapter looks at the spatial distribution and mobility patterns of essential and non-essential workers before and during the …
M. Batty
,
R. Murcio
,
I. Iacopini
,
M. Vanhoof
,
R. Milton
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On the dual nature of adoption processes in complex networks
Adoption processes in socio-technological systems have been widely studied both empirically and theoretically. The way in which social …
I. Iacopini
,
V. Latora
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DOI
Modelling the social dynamics of contagion and discovery using dynamical processes on complex networks
Complex networks have been successfully used to describe the social structure on top of which many real-world social processes take …
I. Iacopini
PDF
Interactive discovery processes on complex networks
Innovation is the driving force of human progress. Recent urn models reproduce well the dynamics through which the discovery of a …
I. Iacopini
,
G. Di Bona
,
E. Ubaldi
,
V. Loreto
,
V. Latora
PDF
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Code
Video
DOI
Networks beyond pairwise interactions: structure and dynamics
The complexity of many biological, social and technological systems stems from the richness of the interactions among their units. Over …
F. Battiston
,
G. Cencetti
,
I. Iacopini
,
V. Latora
,
M. Lucas
,
A. Patania
,
J.-G. Young
,
G. Petri
Preprint
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Cite
DOI
Multilayer modeling of adoption dynamics in energy demand management
Due to the emergence of new technologies, the whole electricity system is undergoing transformations on a scale and pace never observed …
I. Iacopini
,
B. Schäfer
,
E. Arcaute
,
C. Beck
,
V. Latora
Preprint
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DOI
The brokerage role of small states and territories in global corporate networks
Global economic activity is networked through cross‐national linkages between firm headquarters, branches, and subsidiaries. Brokerage …
K. Martinus, T. Sigler, I. Iacopini, B. Derudder
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DOI
Using Foursquare data to reveal spatial and temporal patterns in London
Understanding the functional structure of contemporary cities can find many applications ranging from urban planning to local …
M. Vanhoof
,
A. Godoy-Lorite
,
R. Murcio
,
I. Iacopini
,
N. Zdanowska
,
J. Raimbault
,
R. Milton
,
E. Arcaute
,
M. Batty
Preprint
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Creative Connectivity Project - A network based approach to understand correlations between interdisciplinary group dynamics and creative performance
Creativity, technology and innovation are the main driving forces of our modern world and they often trigger behavioural and cultural …
V. S. Torrisi
,
S. Manfredi
,
I. Iacopini
,
V. Latora
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DOI
Evaluating the impact of PrEP on HIV and gonorrhea on a networked population of female sex workers
Sexual contacts are the main spreading route of HIV. This puts sex workers at higher risk of infection even in populations where HIV …
A. Bernini
,
E. Blouzard
,
A. Bracci
,
P. Casanova
,
I. Iacopini
,
B. Steinegger
,
A. S. Teixeira
,
A. Antonioni
,
E. Valdano
Preprint
Cite
DOI
Simplicial models of social contagion
Complex networks have been successfully used to describe the spread of diseases in populations of interacting individuals. Conversely, …
I. Iacopini
,
G. Petri
,
A. Barrat
,
V. Latora
PDF
Cite
Code
DOI
The role of tax havens and offshore financial centres in shaping corporate geographies: an industry sector perspective
T. Sigler, K. Martinus, I. Iacopini, B. Derudder
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DOI
The role of tax havens and offshore financial centers in Asia-Pacific networks: evidence from firm-subsidiary connections
K. Martinus, T. Sigler, I. Iacopini, B. Derudder
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DOI
Network dynamics of innovation processes
We introduce a model for the emergence of innovations, in which cognitive processes are described as random walks on the network of …
I. Iacopini
,
S. Milojević
,
V. Latora
Preprint
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DOI
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