211 citations · 859 across the 32 of their papers we have counts for
11 papers · 1 filter
Cohesive urban bicycle infrastructure design through optimal transport routing in multilayer networks
Alessandro Lonardi, Michael Szell, Caterina De Bacco
Bicycle infrastructure networks must meet the needs of cyclists to position cycling as a viable transportation choice in cities. In particular, protected infrastructure should be p…
A model for efficient dynamical ranking in networks
Andrea Della Vecchia, Kibidi Neocosmos, Daniel B. Larremore +2
We present a physics-inspired method for inferring dynamic rankings in directed temporal networks - networks in which each directed and timestamped edge reflects the outcome and ti…
Hypergraphx: a library for higher-order network analysis
Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco +6
From social to biological systems, many real-world systems are characterized by higher-order, non-dyadic interactions. Such systems are conveniently described by hypergraphs, where…
Urban transportation networks and optimal transport-based infrastructures: similarity and economy of scale
Daniela Leite, Caterina De Bacco
Designing and optimizing the structure of urban transportation networks is a challenging task. In this study, we propose a method inspired by optimal transport theory and the princ…
Community Detection in networks by Dynamical Optimal Transport Formulation
Daniela Leite, Diego Baptista, Abdullahi Ibrahim +2
Detecting communities in networks is important in various domains of applications. While a variety of methods exists to perform this task, recent efforts propose Optimal Transport…
Sustainable optimal transport in multilayer networks
Abdullahi Adinoyi Ibrahim, Daniela Leite, Caterina De Bacco
Traffic congestion is one of the major challenges faced by the transportation industry. While this problem carries a high economical and environmental cost, the need for an efficie…
Infrastructure adaptation and emergence of loops in network routing with time-dependent loads
Alessandro Lonardi, Enrico Facca, Mario Putti +1
Network routing approaches are widely used to study the evolution in time of self-adapting systems. However, few advances have been made for problems where adaptation is governed b…
Multicommodity routing optimization for engineering networks
Alessandro Lonardi, Mario Putti, Caterina De Bacco
Optimizing passengers routes is crucial to design efficient transportation networks. Recent results show that optimal transport provides an efficient alternative to standard optimi…
Convergence properties of optimal transport-based temporal networks
Diego Baptista, Caterina De Bacco
We study network properties of networks evolving in time based on optimal transport principles. These evolve from a structure covering uniformly a continuous space towards an optim…
Optimal transport in multilayer networks for traffic flow optimization
Abdullahi Adinoyi Ibrahim, Alessandro Lonardi, Caterina De Bacco
Modeling traffic distribution and extracting optimal flows in multilayer networks is of utmost importance to design efficient multi-modal network infrastructures. Recent results ba…
A physical model for efficient ranking in networks
Caterina De Bacco, Daniel B. Larremore, Cristopher Moore
We present a physically-inspired model and an efficient algorithm to infer hierarchical rankings of nodes in directed networks. It assigns real-valued ranks to nodes rather than si…