49 citations · 67 across the 9 of their papers we have counts for
10 papers
An exact and fast solution of the inverse Regularized Optimal Transport problem
Dario Mazzilli, Riccardo Piombo, Lorenzo Buffa +1
Optimal transport describes the most efficient way to move mass between two distributions, given a cost matrix for moving mass between each pair of locations. Entropic optimal tran…
Statistical Mechanics of the Sub-Optimal Transport
Riccardo Piombo, Lorenzo Buffa, Dario Mazzilli +1
Statistical mechanics is a powerful framework for analyzing optimization yielding analytical results for matching, optimal transport, and other combinatorial problems. However, the…
Maximum entropy modeling of Optimal Transport: the sub-optimality regime and the transition from dense to sparse networks
Lorenzo Buffa, Dario Mazzilli, Riccardo Piombo +3
We present a bipartite network model that captures intermediate stages of optimization by blending the Maximum Entropy approach with Optimal Transport. In this framework, the netwo…
Vulnerabilities and capabilities in the EU Automotive industry: Leveraging Input-Output Analysis and Economic Complexity
Lorenzo Cresti, Dario Mazzilli, Aurelio Patelli +2
This paper investigates the structural vulnerabilities and competitive dynamics of the EU27 automotive sector, with a focus on the complexity and the fragmentation of production pr…
Structural Change, Employment, and Inequality in Europe: an Economic Complexity Approach
Bernardo Caldarola, Dario Mazzilli, Aurelio Patelli +1
Structural change consists of industrial diversification towards more productive, knowledge intensive activities. However, changes in the productive structure bear inherent links w…
Ranking species in complex ecosystems through nestedness maximization
Manuel Sebastian Mariani, Dario Mazzilli, Aurelio Patelli +1
Identifying the rank of species in a social or ecological network is a difficult task, since the rank of each species is invariably determined by complex interactions stipulated wi…
Economic complexity and the sustainability transition: A review of data, methods, and literature
Bernardo Caldarola, Dario Mazzilli, Lorenzo Napolitano +2
Economic Complexity (EC) methods have gained increasing popularity across fields and disciplines. In particular, the EC toolbox has proved particularly promising in the study of co…
Inferring comparative advantage via entropy maximization
Matteo Bruno, Dario Mazzilli, Aurelio Patelli +2
We revise the procedure proposed by Balassa to infer comparative advantage, which is a standard tool, in Economics, to analyze specialization (of countries, regions, etc.). Balassa…
Equivalence between the Fitness-Complexity and the Sinkhorn-Knopp algorithms
Dario Mazzilli, Manuel Sebastian Mariani, Flaviano Morone +1
We uncover the connection between the Fitness-Complexity algorithm, developed in the economic complexity field, and the Sinkhorn-Knopp algorithm, widely used in diverse domains ran…
Universality, criticality and complexity of information propagation in social media
Daniele Notarmuzi, Claudio Castellano, Alessandro Flammini +2
Information avalanches in social media are typically studied in a similar fashion as avalanches of neuronal activity in the brain. Whereas a large body of literature reveals substa…