no code implementations • 11 Mar 2021 • Alessia Patuelli, Guido Caldarelli, Nicola Lattanzi, Fabio Saracco
The core of the network is formed of 5 communities, which deal with environmental sustainability, digital innovation and safety.
Decision Making Social and Information Networks Data Analysis, Statistics and Probability Physics and Society
no code implementations • 9 Mar 2021 • Marco Bardoscia, Paolo Barucca, Stefano Battiston, Fabio Caccioli, Giulio Cimini, Diego Garlaschelli, Fabio Saracco, Tiziano Squartini, Guido Caldarelli
The field of Financial Networks is a paramount example of the novel applications of Statistical Physics that have made possible by the present data revolution.
Physics and Society Statistical Mechanics Social and Information Networks Risk Management
2 code implementations • 29 Jan 2021 • Nicolò Vallarano, Matteo Bruno, Emiliano Marchese, Giuseppe Trapani, Fabio Saracco, Tiziano Squartini, Giulio Cimini, Mario Zanon
Exponential Random Graph Models (ERGMs) have gained increasing popularity over the years.
Data Analysis, Statistics and Probability Statistical Mechanics
1 code implementation • 27 Feb 2020 • Juan I. Perotti, Nahuel Almeira, Fabio Saracco
In particular, we prove that, as opposed to its classical counterpart, the hierarchical generalization of the Variation of Information is not a metric distance, but it admits a transformation into one.
no code implementations • 11 Oct 2018 • Giulio Cimini, Tiziano Squartini, Fabio Saracco, Diego Garlaschelli, Andrea Gabrielli, Guido Caldarelli
In the last 15 years, statistical physics has been a very successful framework to model complex networks.
Physics and Society Disordered Systems and Neural Networks Statistical Mechanics Information Theory Social and Information Networks Information Theory