{"id":206,"date":"2020-10-13T12:12:01","date_gmt":"2020-10-13T10:12:01","guid":{"rendered":"http:\/\/www.networks.unipr.it\/wordpress\/?page_id=206"},"modified":"2026-04-28T11:35:23","modified_gmt":"2026-04-28T09:35:23","slug":"publications","status":"publish","type":"page","link":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/publications\/","title":{"rendered":"PUBLICATIONS"},"content":{"rendered":"

2026<\/span><\/strong><\/span><\/p>\n

Depth Fragility and Skeletal Universality: Decoupling Topology and Function in Deep Neural Networks<\/span><\/span><\/strong>
\nQuang Nguyen, Hai Ha Pham, Davide Cassi, Michele Bellingeri<\/span><\/em>
\nMathematics 2026, 14(9), 1438; https:\/\/doi.org\/10.3390\/math14091438<\/a>\u00a0<\/span><\/p>\n

Energetic criteria to predict biodiversity loss and keystone species in empirical agricultural food webs<\/span><\/span><\/strong>
\n\u00a0Michele Bellingeri , Daniele Bevacqua, <\/span><\/em>\u00a0Davide Cassi ,\u00a0 Roberto Alfieri, Davide Martinetti, David A. Bohan<\/span><\/em>
\nProc Biol Sci (2026) 293 (2062): 20252690\u00a0 \u00a0https:\/\/doi.org\/10.1098\/rspb.2025.2690<\/a>\u00a0<\/span><\/p>\n

2025<\/span><\/strong><\/span><\/p>\n

Analytics solution for the robustness of incomplete information scale-free networks<\/span><\/span><\/strong>
\n Ngoc-Kim-Khanh Nguyen, Quang Nguyen, Hai-Ha Pham, Trinh T. Nguyen, Davide Cassi ,\u00a0 Roberto Alfieri, Michele Bellingeri\u00a0<\/span><\/em>
\nPhysics Letters A, 2025, 131123, ISSN 0375-9601<\/a><\/span><\/p>\n

The recipe similarity network: a new algorithm to extract relevant information from cookbooks<\/span><\/span><\/strong>
\nMichele Bellingeri, Axel Bidon-Chanal Badia, Marta Vila Rigat, Roberto Alfieri. Massimiliano Turchetto, Davide Cassi\u00a0<\/span><\/em>
\n<\/span><\/em>Scientific Reports volume 15, Article number: 34380 (2025)<\/span><\/em><\/a><\/p>\n

2024<\/span><\/strong><\/span><\/p>\n

Compartmental models for social interactions<\/span><\/span><\/strong>
\nAyse Humeyra Bilge, Ayse Peker-Dobie, Irina Severin, Jos\u00e9 Roberto Castilho Piqueira, Michele Bellingeri, Dimiter Prodanov
\n<\/span><\/em>Front. Phys. 12:1506990.\u00a0 doi: 10.3389\/fphy.2024.1506990\u00a0\u00a0<\/span><\/em><\/a><\/p>\n

Machine Learning Monte Carlo Approaches and Statistical Physics Notions to Characterize Bacterial Species in Human Microbiota<\/span><\/span><\/strong>
\nMichele Bellingeri, Leonardo\u00a0 Mancabelli, Christian Milani, Gabriele Andrea Lugli, Roberto Alfieri, Massimiliano Turchetto,\u00a0 Marco Ventura, Davide Cassi
\n<\/span><\/em>\u00a0Mach. Learn. Knowl. Extr. 2024, 6(4), 2375\u20132399.\u00a0 \u00a0 https:\/\/doi.org\/10.3390\/make6040117<\/a> \u00a0<\/span><\/em><\/p>\n

Robustness of Real-World Networks after Weight Thresholding with Strong Link Removal<\/span><\/span><\/strong>
\nJisha Mariyam John, Michele Bellingeri, Divya Sindhu Lekha, Davide Cassi, Roberto Alfieri
\n<\/span><\/em>Mathematics 2024, 12(10), 1568;\u00a0 \u00a0\u00a0<\/span><\/em>https:\/\/doi.org\/10.3390\/math12101568<\/a><\/span><\/em> \u00a0<\/span><\/em>\u00a0<\/span><\/em><\/p>\n

The Critical Role of Networks to Describe Disease Spreading Dynamics in Social Systems: A Perspective<\/span><\/span><\/strong>
\nMichele Bellingeri, Daniele Bevacqua,\u00a0 Francesco Scotognella,\u00a0 Davide Cassi<\/span><\/em>
\nMathematics 2024, 12(6), 792; https:\/\/doi.org\/10.3390\/math12060792<\/a><\/span><\/span><\/span><\/em><\/p>\n

2023<\/span><\/strong><\/span><\/p>\n

Random Walks-Based Node Centralities to Attack Complex Networks<\/span><\/span><\/strong>
\nMassimiliano Turchetto, Michele Bellingeri, Roberto Alfieri,\u00a0 Ngoc-Kim-Khanh Nguyen, Quang Nguyen, \u00a0Davide Cassi<\/span><\/em>
\nMathematics 2023, 11(23), 4827; https:\/\/doi.org\/10.3390\/math11234827<\/span><\/span><\/span><\/em><\/a><\/p>\n

Forecasting real-world complex networks\u2019 robustness to node attack using network structure indexes<\/span><\/span><\/strong>
\nMichele Bellingeri, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri,\u00a0 Ngoc-Kim-Khanh Nguyen, Quang Nguyen, \u00a0Davide Cassi<\/span><\/em>
\nFront. Phys , 11 October 2023, Sec. Statistical and Computational Physics Volume 11 – 2023<\/a><\/span><\/span><\/span><\/em><\/p>\n

Effect of Weight Thresholding on the Robustness of Real-World Complex Networks to Central Node Attacks<\/span><\/span><\/strong>
\nJisha Mariyam John; Michele Bellingeri, Divya Sindhu Lekha, Davide Cassi, Roberto Alfieri\u00a0<\/span><\/em>
\n MATHEMATICS. – ISSN 2227-7390. – 11:16(2023), p. 3482<\/a>\u00a0<\/span><\/span><\/span><\/em><\/p>\n

Considering weights in real social networks: A review<\/span><\/span><\/strong>
\nMichele Bellingeri, Daniele Bevacqua, Fabio Sartori, Massimiliano Turchetto, Francesco Scotognella, Roberto Alfieri, Ngoc-Kim-Khanh Nguyen, Thi Trang Le, Quang Nguyen, Davide Cassi\u00a0 <\/span><\/em>
\nFront. Phys., 28 March 2023, Sec. Social Physics Volume 11 – 2023<\/a>\u00a0<\/span><\/span><\/span><\/em><\/p>\n

2022<\/span><\/strong><\/span><\/p>\n

Effective node vaccination and containing strategies to halt SIR epidemic spreading in real-world face-to-face contact networks<\/span><\/span><\/strong>
\nNgoc-Kim-Khanh Nguyen, Thanh-Trung Nguyen, Tuan-Anh Nguyen, Fabio Sartori, Massimiliano Turchetto, Quang Nguyen, Davide Cassi , Francesco Scotognella, Roberto Alfieri, Michele Bellingeri<\/span><\/em>
\n2022 RIVF International Conference on Computing and Communication Technologies (RIVF)<\/em>, Ho Chi Minh City, Vietnam, 2022, pp. 1-6, doi: 10.1109\/RIVF55975.2022.10013812.<\/span><\/a><\/span><\/p>\n

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

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

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

The robustness of the photosynthetic system I energy transfer complex network to targeted node attack and random node failure<\/span><\/span><\/strong>
\n Michele Bellingeri, Daniele Montepietra, Davide Cassi,\u00a0 Francesco Scotognella<\/span><\/em>
\n Journal of Complex Networks, Volume 10, Issue 1, February 2022 <\/a><\/span><\/span><\/p>\n

2021<\/span><\/strong><\/span><\/p>\n

New Betweenness Centrality Node Attack Strategies for Real-World Complex Weighted Networks<\/span><\/span><\/strong>
\nQuang Nguyen, Hgoc-Ki,-Khanh Nguyen, Davide Cassi, Michele Bellingeri <\/span><\/em>
\n Complexity Volume 2021, Article ID 1677445 <\/span><\/span><\/a><\/p>\n

Modularity affects the robustness of scale-free model and real-world social networks under betweenness and degree-based node attack <\/span><\/span><\/strong>
\nQuang Nguyen, Tuan V. Vu, Hanh-Duyen Dinh,\u00a0 Davide Cassi, Francesco Scotognella, Roberto Alfieri, Michele Bellingeri<\/span><\/em>
\n Appl Netw Sci 6,\u00a082 (2021).\u00a0<\/span><\/a><\/span><\/p>\n

Modelling the consequences of social distancing over epidemics spreading in complex social networks: from link removal analysis to Sars-Cov2 prevention <\/span><\/span><\/strong>
\nMichele Bellingeri, Massmiilano Turchetto, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Davide Cassi<\/span><\/em>
\n Frontiers in physics, vol. 9, pg 295 (2021) <\/span><\/a><\/span><\/p>\n

2020<\/span><\/strong><\/span><\/p>\n

Conditioning of Superconductive Properties in Graph-Shaped Reticles<\/span><\/span><\/strong>
\nMassimiliano Lucci, Davide Cassi, Vittorio Merlo, R. Russo, Gaetano Salina,Matteo Cirillo<\/span><\/em>
\nScientific Reports volume 10, Article number: 10222 (2020)<\/span><\/span><\/a><\/p>\n

Modeling the photosynthetic system I as a complex interacting network<\/span><\/span><\/strong>
\nDaniele Montepietra, Michele Bellingeri, Francesco Scotognella, Davide Cassi<\/span><\/em>
\nJournal of the Royal Society Interface<\/span><\/a><\/span><\/p>\n

A comparative analysis of link removal strategies in real complex weighted networks<\/span><\/span><\/strong>
\nMichele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Davide Cassi<\/span><\/em>
\nScientific reports 10 (1), 1-15 2<\/span><\/a><\/span><\/p>\n

Link and Node Removal in Real Social Networks: A Review<\/span><\/span><\/strong>
\nMichele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Roberto Alfieri, Quang Nguyen, Daniele Montepietra, Davide Cassi<\/span><\/em>
\nFrontiers in physics 8 (228), 1<\/a><\/span><\/p>\n

2019<\/span><\/strong><\/span><\/p>\n

Conditional attack strategy for real-world complex networks<\/span><\/span><\/strong>
\nQuang Nguyen, Hi-Duc Pham, David Cassi, Michele Bellingeri<\/span><\/em>
\nPhysica A: Statistical Mechanics and its Applications 530, 121561<\/a><\/span><\/p>\n

The heterogeneity in link weights may decrease the robustness of real-world complex weighted networks<\/span><\/span><\/strong>
\nMichele Bellingeri, Dani\u00e8le Bevacqua, Francesco Scotognella, Davide Cassi<\/span><\/em>
\nScientific reports 9 (1), 1-13<\/a><\/span><\/p>\n

2018<\/span><\/strong><\/span><\/p>\n

Efficacy of local attack strategies on the Beijing road complex weighted network<\/span><\/span><\/strong>
\nMichele Bellingeri, Daniele Bevacqua, Francesco Scotognella, Zhe-Ming LU, Davide Cassi<\/span><\/em>
\nPhysica A: Statistical Mechanics and its Applications 489, 47-55<\/span><\/a><\/span><\/p>\n

Robustness of weighted networks<\/span><\/span><\/strong>
\nMichele Bellingeri, Davide Cassi<\/span><\/em>
\nPhysica A: Statistical Mechanics and its Applications 510, 316-328<\/span><\/a><\/span><\/p>\n

Analyses of the response of a complex weighted network to nodes removal strategies considering links weight: The case of the Beijing urban road system<\/a><\/span><\/span><\/strong>
\nMichele Bellingeri, Zhe Ming Lu, Davide Cassi, Francesco Scotognella<\/span><\/em>
\nModern Physics Letters B 32 (05), 1850067<\/span><\/a><\/span><\/p>\n

2016<\/span><\/strong><\/span><\/p>\n

Food web’s backbones and energy delivery in ecosystems<\/span><\/span><\/strong>
\nMichele Bellingeri, Antonio Bodini<\/span><\/em>
\nOikos 125 (4), 586-594<\/span><\/a><\/span><\/p>\n

2015<\/span><\/strong><\/span><\/p>\n

Optimization strategies with resource scarcity: from immunization of networks to the traveling salesman problem<\/a><\/span><\/span><\/strong>
\nMichele Bellingeri, Elena Agliari, Davide Cassi<\/span><\/em>
\nModern Physics Letters B 29 (29), 1550180<\/span><\/a><\/span><\/p>\n

2014<\/span><\/strong><\/span><\/p>\n

First-passage phenomena on finite inhomogeneous networks<\/span><\/span><\/strong>
\nElena Agliari, Davide Cassi<\/span><\/em>
\nFirst-Passage Phenomena and Their Applications, pp. 96-121 (2014)<\/span><\/a><\/p>\n

Efficiency of attack strategies on complex model and real-world networks<\/a> <\/span><\/span><\/strong>
\nMichele Bellingeri, Davide Cassi, Simone Vincenzi<\/span><\/em>
\nPhysica A: Statistical Mechanics and its Applications 414, 174-180\u00a0<\/span><\/a><\/span><\/p>\n

2013<\/span><\/strong><\/span><\/p>\n

Threshold extinction in food webs<\/strong>\u00a0<\/span><\/span>
\nMichele Bellingeri, Antonio Bodini<\/span><\/em>
\nTheoretical ecology 6 (2), 143-152 31<\/span><\/a><\/span><\/p>\n

Robustness of empirical food webs with varying consumer’s sensitivities to loss of resources<\/strong>\u00a0<\/span>
\nMichele Bellingeri, Simone Vincenzi\u00a0<\/span><\/em>
\nJournal of theoretical biology 333, 18-26 6\u00a0<\/span><\/a><\/span><\/p>\n

Increasing the extinction risk of highly connected species causes a sharp robust-to-fragile transition in empirical food webs<\/strong>\u00a0<\/span><\/span>
\nMichele Bellingeri, Davide Cassi, Simone Vincenzi<\/span><\/em>
\nEcological modelling 251, 1-8<\/span><\/a><\/span><\/p>\n

2012<\/span><\/strong><\/span><\/p>\n

Random collisions on branched networks: How simultaneous diffusion prevents encounters in inhomogeneous structures <\/span> <\/span><\/strong>
\n Riccardo Campari, Davide Cassi <\/span><\/em>
\nPhys. Rev. E 86, 021110 <\/span><\/a><\/p>\n

2010<\/span><\/strong><\/span><\/p>\n

Generalization of the Peierls-Griffiths theorem for the ising model on graphs <\/span> <\/span><\/strong>
\n Riccardo Campari, Davide Cassi <\/span><\/em>
\nPhys. Rev. E 81, 021108 <\/span><\/a><\/p>\n

2009<\/span><\/strong><\/span><\/p>\n

Using food web dominator trees to catch secondary extinctions in action<\/span> <\/span><\/strong>
\nAntonio Bodini, Michele Bellingeri, Stefano Allesina, Cristina Bondavalli<\/span><\/em>
\nPhilosophical Transactions of the Royal Society B: Biological Sciences<\/a><\/span><\/p>\n

2005<\/span><\/strong><\/span><\/p>\n

Random walks on graphs: Ideas, techniques and results <\/span> <\/span><\/strong>
\n Raffaella Burioni, Davide Cassi <\/span><\/em>
\n Journal of Physics A: Mathematical and General <\/span><\/p>\n

1999<\/span><\/strong><\/span><\/p>\n

The spherical model on graphs <\/span> <\/span><\/strong>
\n Raffaella Burioni, Davide Cassi, Linda Fabbian <\/span><\/em>
\n Journal of Physics A: Mathematical and General <\/span><\/p>\n

1996<\/span><\/strong><\/span><\/p>\n

Local vs Average Behavior on Inhomogeneous Structures: Recurrence on the Average and a Further Extension of Mermin-Wagner Theorem on Graphs <\/span> <\/span><\/strong>
\n Davide Cassi <\/span><\/em>
\n Physical Review Letters <\/span><\/p>\n

1992<\/span><\/strong><\/span><\/p>\n

Phase transitions and random walks on graphs: A generalization of the Mermin-Wagner theorem to disordered lattices, fractals, and other discrete structures <\/span> <\/span><\/strong>
\n Davide Cassi <\/span><\/em>
\n Physical Review Letters <\/span><\/p>\n

1990<\/span><\/strong><\/span><\/p>\n

Dynamical phase transition of biased random walks on Bethe lattices <\/span> <\/span><\/strong>
\n Davide Cassi <\/span><\/em>
\n EPL <\/span><\/p>\n

1989<\/span><\/strong><\/span><\/p>\n

Random walks on bethe lattices <\/span> <\/span><\/strong>
\n Davide Cassi <\/span><\/em>
\n EPL <\/span><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

2026 Depth Fragility and Skeletal Universality: Decoupling Topology and Function in Deep Neural Networks Quang Nguyen, Hai Ha Pham, Davide Cassi, Michele Bellingeri Mathematics 2026, 14(9), 1438; https:\/\/doi.org\/10.3390\/math14091438\u00a0 Energetic criteria to predict biodiversity loss and keystone species in empirical agricultural food webs \u00a0Michele Bellingeri , Daniele Bevacqua, \u00a0Davide Cassi ,\u00a0 Roberto Alfieri, Davide Martinetti, David […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/206"}],"collection":[{"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/comments?post=206"}],"version-history":[{"count":149,"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/206\/revisions"}],"predecessor-version":[{"id":1576,"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/pages\/206\/revisions\/1576"}],"wp:attachment":[{"href":"http:\/\/www.networks.unipr.it\/wordpress\/index.php\/wp-json\/wp\/v2\/media?parent=206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}