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Physical Review Research

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Commun Phys (1)Phys. Rev. Research (1)

Articles Citing

Reproducing the first and second moments of empirical degree distributions

Mattia Marzi ^1,*, Francesca Giuffrida ^2,1,3, Diego Garlaschelli ^1,3,4, and Tiziano Squartini ^1,5,4

¹IMT School for Advanced Studies, P.zza San Francesco 19, 55100 Lucca, Italy
²Dipartimento di Chimica e Fisica, Università di Palermo, V.le delle Scienze, Edificio 18, 90128 Palermo, Italy
³Lorentz Institute for Theoretical Physics, University of Leiden, Niels Bohrweg 2, 2333 CA Leiden, The Netherlands
⁴INdAM-GNAMPA Istituto Nazionale di Alta Matematica ‘Francesco Severi’, P.le Aldo Moro 5, 00185 Rome, Italy
⁵Scuola Normale Superiore, P.zza dei Cavalieri 7, 56126 Pisa, Italy

^*Contact author: mattia.marzi@imtlucca.it

Missing links prediction: Comparing machine learning with physics-rooted approaches

Francesca Santucci, Giulio Cimini, and Tiziano Squartini

Phys. Rev. Research 8 043020 (2026)

A Bayesian approach to out-of-sample network reconstruction

Mattia Marzi and Tiziano Squartini

Commun Phys 9 316 (2026)

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