253 citations · 892 across the 16 of their papers we have counts for
17 papers
The Network Effect in Credit Concentration Risk
Davide Cellai, Trevor Fitzpatrick
Measurement and management of credit concentration risk is critical for banks and relevant for micro-prudential requirements. While several methods exist for measuring credit conce…
Cycles and Clustering in Multiplex Networks
Gareth J. Baxter, Davide Cellai, Sergey N. Dorogovtsev +1
In multiplex networks, cycles cannot be characterized only by their length, as edges may occur in different layers in different combinations. We define a classification of cycles b…
Message passing theory for percolation models on multiplex networks with link overlap
Davide Cellai, Sergey N. Dorogovtsev, Ginestra Bianconi
Multiplex networks describe a large variety of complex systems including infrastructures, transportation networks and biological systems. Most of these networks feature a significa…
Bond percolation on multiplex networks
A. Hackett, D. Cellai, S. Gómez +2
We present an analytical approach for bond percolation on multiplex networks and use it to determine the expected size of the giant connected component and the value of the critica…
Multiplex networks with heterogeneous activities of the nodes
Davide Cellai, Ginestra Bianconi
In multiplex networks with a large number of layers, the nodes can have different activities, indicating the total number of layers in which the nodes are present. Here we model mu…
Analytical approach to the dynamics of facilitated spin models on random networks
Peter G. Fennell, James P. Gleeson, Davide Cellai
Facilitated spin models were introduced some decades ago to mimic systems characterized by a glass transition. Recent developments have shown that a class of facilitated spin model…