PUBLICATIONS

2024

The Critical Role of Networks to Describe Disease Spreading Dynamics in Social Systems: A Perspective
Michele Bellingeri, Daniele Bevacqua,  Francesco Scotognella,  Davide Cassi
Mathematics 2024, 12(6), 792; https://doi.org/10.3390/math12060792

2023

Random Walks-Based Node Centralities to Attack Complex Networks
Massimiliano Turchetto, Michele Bellingeri, Roberto Alfieri,  Ngoc-Kim-Khanh Nguyen, Quang Nguyen,  Davide Cassi
Mathematics 2023, 11(23), 4827; https://doi.org/10.3390/math11234827

Forecasting real-world complex networks’ robustness to node attack using network structure indexes
Michele Bellingeri, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri,  Ngoc-Kim-Khanh Nguyen, Quang Nguyen,  Davide Cassi
Front. Phys , 11 October 2023, Sec. Statistical and Computational Physics Volume 11 – 2023

Effect of Weight Thresholding on the Robustness of Real-World Complex Networks to Central Node Attacks
Jisha Mariyam John; Michele Bellingeri, Divya Sindhu Lekha, Davide Cassi, Roberto Alfieri 
MATHEMATICS. – ISSN 2227-7390. – 11:16(2023), p. 3482 

Considering weights in real social networks: A review
Michele Bellingeri, Daniele Bevacqua, Fabio Sartori, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi 
Front. Phys., 28 March 2023, Sec. Social Physics Volume 11 – 2023 

2022

Effective node vaccination and containing strategies to halt SIR epidemic spreading in real-world face-to-face contact networks
Ngoc-Kim-Khanh Nguyen, Thanh-Trung Nguyen, Tuan-Anh Nguyen, Fabio Sartori, Massimiliano Turchetto, Quang Nguyen, Davide Cassi , Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
2022 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh City, Vietnam, 2022, pp. 1-6, doi: 10.1109/RIVF55975.2022.10013812.

A comparison of node vaccination strategies to halt SIR epidemic spreading in real-world complex networks
Fabio Sartori, Massimiliano Turchetto, Michele Bellingeri, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi
SCIENTIFIC REPORTS. – ISSN 2045-2322. – 12:1(2022), p. 21355. [10.1038/s41598-022-24652-1]

Predicting the Robustness of Large Real-World Social Networks Using a Machine Learning Model
Ngoc-Kim-Khanh Nguyen, Quang Nguyen, Hai-Ha Pham, Thi Trang Le, Davide Cassi , Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
Complexity, vol. 2022, Article ID 3616163, 16 pages, 2022

Network structure indexes to forecast epidemic spreading in real-world complex networks
Michlele Bellingeri, Daniele Bevacqua, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi
Front. Phys., 02 November 2022, Sec. Social Physics

The robustness of the photosynthetic system I energy transfer complex network to targeted node attack and random node failure
Michele Bellingeri, Daniele Montepietra, Davide Cassi,  Francesco Scotognella
Journal of Complex Networks, Volume 10, Issue 1, February 2022

2021

New Betweenness Centrality Node Attack Strategies for Real-World Complex Weighted Networks
Quang Nguyen, Hgoc-Ki,-Khanh Nguyen, Davide Cassi, Michele Bellingeri
Complexity Volume 2021, Article ID 1677445

Modularity affects the robustness of scale-free model and real-world social networks under betweenness and degree-based node attack
Quang Nguyen, Tuan V. Vu, Hanh-Duyen Dinh,  Davide Cassi, Francesco Scotognella, Roberto Alfieri, Michele Bellingeri
Appl Netw Sci 6, 82 (2021). 

Modelling the consequences of social distancing over epidemics spreading in complex social networks: from link removal analysis to Sars-Cov2 prevention
Michele Bellingeri, Massmiilano Turchetto, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Davide Cassi
Frontiers in physics, vol. 9, pg 295 (2021)

2020

Conditioning of Superconductive Properties in Graph-Shaped Reticles
Massimiliano Lucci, Davide Cassi, Vittorio Merlo, R. Russo, Gaetano Salina,Matteo Cirillo
Scientific Reports volume 10, Article number: 10222 (2020)

Modeling the photosynthetic system I as a complex interacting network
Daniele Montepietra, Michele Bellingeri, Francesco Scotognella, Davide Cassi
Journal of the Royal Society Interface

A comparative analysis of link removal strategies in real complex weighted networks
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Davide Cassi
Scientific reports 10 (1), 1-15 2

Link and Node Removal in Real Social Networks: A Review
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Daniele Montepietra, Davide Cassi
Frontiers in physics 8 (228), 1

2019

Conditional attack strategy for real-world complex networks
Quang Nguyen, Hi-Duc Pham, David Cassi, Michele Bellingeri
Physica A: Statistical Mechanics and its Applications 530, 121561

The heterogeneity in link weights may decrease the robustness of real-world complex weighted networks
Michele Bellingeri, Danièle Bevacqua, Francesco Scotognella, Davide Cassi
Scientific reports 9 (1), 1-13

2018

Efficacy of local attack strategies on the Beijing road complex weighted network
Michele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Zhe-Ming LU, Davide Cassi
Physica A: Statistical Mechanics and its Applications 489, 47-55

Robustness of weighted networks
Michele Bellingeri, Davide Cassi
Physica A: Statistical Mechanics and its Applications 510, 316-328

Analyses of the response of a complex weighted network to nodes removal strategies considering links weight: The case of the Beijing urban road system
Michele Bellingeri, Zhe Ming Lu, Davide Cassi, Francesco Scotognella
Modern Physics Letters B 32 (05), 1850067

2016

Food web’s backbones and energy delivery in ecosystems
Michele Bellingeri, Antonio Bodini
Oikos 125 (4), 586-594

2015

Optimization strategies with resource scarcity: from immunization of networks to the traveling salesman problem
Michele Bellingeri, Elena Agliari, Davide Cassi
Modern Physics Letters B 29 (29), 1550180

2014

First-passage phenomena on finite inhomogeneous networks
Elena Agliari, Davide Cassi
First-Passage Phenomena and Their Applications, pp. 96-121 (2014)

Efficiency of attack strategies on complex model and real-world networks
Michele Bellingeri, Davide Cassi, Simone Vincenzi
Physica A: Statistical Mechanics and its Applications 414, 174-180 

2013

Threshold extinction in food webs 
Michele Bellingeri, Antonio Bodini
Theoretical ecology 6 (2), 143-152 31

Robustness of empirical food webs with varying consumer’s sensitivities to loss of resources 
Michele Bellingeri, Simone Vincenzi 
Journal of theoretical biology 333, 18-26 6 

Increasing the extinction risk of highly connected species causes a sharp robust-to-fragile transition in empirical food webs 
Michele Bellingeri, Davide Cassi, Simone Vincenzi
Ecological modelling 251, 1-8

2012

Random collisions on branched networks: How simultaneous diffusion prevents encounters in inhomogeneous structures
Riccardo Campari, Davide Cassi
Phys. Rev. E 86, 021110

2010

Generalization of the Peierls-Griffiths theorem for the ising model on graphs
Riccardo Campari, Davide Cassi
Phys. Rev. E 81, 021108

2009

Using food web dominator trees to catch secondary extinctions in action
Antonio Bodini, Michele Bellingeri, Stefano Allesina, Cristina Bondavalli
Philosophical Transactions of the Royal Society B: Biological Sciences

2005

Random walks on graphs: Ideas, techniques and results
Raffaella Burioni, Davide Cassi
Journal of Physics A: Mathematical and General

1999

The spherical model on graphs
Raffaella Burioni, Davide Cassi, Linda Fabbian
Journal of Physics A: Mathematical and General

1996

Local vs Average Behavior on Inhomogeneous Structures: Recurrence on the Average and a Further Extension of Mermin-Wagner Theorem on Graphs
Davide Cassi
Physical Review Letters

1992

Phase transitions and random walks on graphs: A generalization of the Mermin-Wagner theorem to disordered lattices, fractals, and other discrete structures
Davide Cassi
Physical Review Letters

1990

Dynamical phase transition of biased random walks on Bethe lattices
Davide Cassi
EPL

1989

Random walks on bethe lattices
Davide Cassi
EPL