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个人简介
Associate Professor of Applied Physics and Head of the Complex Multilayer Networks (CoMuNe) Lab at the Department of Physics and Astronomy 'Galileo Galilei' of the University of Padua.
My research activity is at the edge of theoretical, experimental and computational aspects of statistical physics of complex systems, where theory is used to make hypothesis about empirical phenomena in biological, ecological, socio-technical and socio-ecological sciences, which are then validated on real (sometimes massive) data sets. To date, I have applied such tools to:
- the interactome of human and several other organisms
- the human, macaque and C. Elegans connectomes
- a variety of socio-ecological and socio-technical ecosystems
- the Internet and the Dark Web
- a variety of transportation infrastructures, including the global airport network, rail networks, road networks and multimodal urban transportation means
A (non-exhaustive) list of my current activities includes:
- the mathematical formulation of multiplex networks, the study of their structure and of dynamical processes on such systems, the study of their resilience to random or targeted perturbations the formulation of an appropriate statistical
- physics/information theory of complex networks
- the formulation of a geometry of network-driven processes
- the application of advanced mathematical techniques to reduce the complexity of networked systems
- the functional representation of a system from the measurement of signals produced by its units, with application to human brain, human interactome, climate change and social systems
I also find enough time to investigate hidden structural and dynamical patterns in complex real and virtual time-varying networks, with particular attention to social, biological and economic systems. Indeed, I develop models and simulations for human mobility, the spreading of epidemics and of information in real-world social networks.
I am also:
- Program Director of the Padua Center for Network Medicine
- Director of the Mediterranean School of Complex Networks
- National Coordinator of the Italian Chapter of the Complex Systems Society
- Topic Leader for the CLAIRE (Confederation of Laboratories for Artificial Intelligence) Covid-19 Initiative
- Member of the Complex Systems Society
- Member of MIDAS (Models of Infectious Disease Agent Study)
- Member of NfoLD (NASA's Network for Life Detection)
- Member of the QuTech at University Padova
- Member of SIFS (Italian Society for Statistical Physics)
研究兴趣
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Manlio De Domenico, Luca Allegri, Guido Caldarelli,Valeria d'Andrea, Barbara Di Camillo, Luis M. Rocha,Jordan Rozum, Riccardo Sbarbati, Francesco Zambelli
arxiv(2024)
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Physica A: Statistical Mechanics and its Applications (2024): 129752
arxiv(2024)
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EPJ Data Scienceno. 1 (2024): 1-16
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