939 citations · 2.6k across the 40 of their papers we have counts for
17 papers · 1 filter
Systemic collapse emergence from climate-induced perturbations in transportation networks
Mauro Faccin, Tomas Scagliarini, Manlio De Domenico
The interaction between human infrastructures and external events results in loss of functionality or even complete system disruption through a snowball effect of cascading-failure…
Statistical Laws of Human Mobility under Large-Scale Behavioural Shock
Alberto Amaduzzi, Lucila G. Alvarez-Zuzek, Valeria d'Andrea +8
Human mobility follows robust statistical laws, but whether these laws persist under large, sudden behavioural shocks remains unclear. Here we analyse privacy-enhanced GPS trajecto…
The Physics of News, Rumors, and Opinions
Guido Caldarelli, Oriol Artime, Giulia Fischetti +5
The boundaries between physical and social networks have narrowed with the advent of the Internet and its pervasive platforms. This has given rise to a complex adaptive information…
Functional mesoscale organization of complex networks
Arsham Ghavasieh, Satyaki Sikdar, Manlio De Domenico +1
The network density matrix (NDM) framework, enabling an information-theoretic and multiscale treatment of network flow, has been gaining momentum over the last decade. Benefiting f…
Maximum entropy network states for coalescence processes
Arsham Ghavasieh, Manlio De Domenico
Complex network states are characterized by the interplay between system's structure and dynamics. One way to represent such states is by means of network density matrices, whose v…
The distorting lens of human mobility data
Riccardo Gallotti, Davide Maniscalco, Marc Barthelemy +1
The description of complex human mobility patterns is at the core of many important applications ranging from urbanism and transportation to epidemics containment. Data about colle…
Interplay between exogenous triggers and endogenous behavioral changes in contagion processes on social networks
Clara Eminente, Oriol Artime, Manlio De Domenico
In recent years, statistical physics' methodologies have proven extremely successful in offering insights into the mechanisms that govern social interactions. However, the question…
Machine learning dismantling and early-warning signals of disintegration in complex systems
Marco Grassia, Manlio De Domenico, Giuseppe Mangioni
From physics to engineering, biology and social science, natural and artificial systems are characterized by interconnected topologies whose features - e.g., heterogeneous connecti…
Environmental conditions and human activity nexus. The case of Northern Italy during COVID-19 lockdown
Sebastian Raimondo, Barbara Benigni, Manlio De Domenico
During COVID-19, draconian countermeasures forbidding non-essential human activities have been adopted worldwide, providing an unprecedented setup for testing sustainability polici…
Enhancing transport properties in interconnected systems without altering their structure
Arsham Ghavasieh, Manlio De Domenico
Units of complex systems -- such as neurons in the brain or individuals in societies -- must communicate efficiently to function properly: e.g., allowing electrochemical signals to…
Unraveling the hidden organisation of urban systems and their mobility flows
Riccardo Gallotti, Giulia Bertagnolli, Manlio De Domenico
Increasing evidence suggests that cities are complex systems, with structural and dynamical features responsible for a broad spectrum of emerging phenomena. Here we use a unique da…
Influence of augmented humans in online interactions during voting events
Massimo Stella, Marco Cristoforetti, Manlio De Domenico
The advent of the digital era provided a fertile ground for the development of virtual societies, complex systems influencing real-world dynamics. Understanding online human behavi…
Distance entropy cartography characterises centrality in complex networks
Massimo Stella, Manlio De Domenico
We introduce distance entropy as a measure of homogeneity in the distribution of path lengths between a given node and its neighbours in a complex network. Distance entropy defines…
Bots increase exposure to negative and inflammatory content in online social systems
Massimo Stella, Emilio Ferrara, Manlio De Domenico
Societies are complex systems which tend to polarize into sub-groups of individuals with dramatically opposite perspectives. This phenomenon is reflected -- and often amplified --…
Structure of Triadic Relations in Multiplex Networks
Emanuele Cozzo, Mikko Kivelä, Manlio De Domenico +5
Recent advances in the study of networked systems have highlighted that our interconnected world is composed of networks that are coupled to each other through different "layers" t…
Mathematical Formulation of Multi-Layer Networks
Manlio De Domenico, Albert Solè-Ribalta, Emanuele Cozzo +5
A network representation is useful for describing the structure of a large variety of complex systems. However, most real and engineered systems have multiple subsystems and layers…
Interdependence and Predictability of Human Mobility and Social Interactions
Manlio De Domenico, Antonio Lima, Mirco Musolesi
Previous studies have shown that human movement is predictable to a certain extent at different geographic scales. Existing prediction techniques exploit only the past history of t…