GC
Giulio Cimini
physics.soc-phcs.SIq-fin.RMcond-mat.stat-mechcond-mat.dis-nnphysics.data-ancs.DLecon.GNq-fin.ECcs.CY
On Valency
published · living versionsW_pape5ykn·v1 · currentpublished
The scientific influence of nations on global scientific and technological development
with Aurelio Patelli, Emanuele Pugliese, Andrea Gabrielli
1 version
Preprints & journals
112 papers in the corpus · 2010–2026Inferring the Turbulent Breakup of Colloidal Aggregates Using Graph Neural Networks2601.05667v2 · Michele Buzzicotti, Massimo Cencini, Giulio Cimini et al.2026 · 0 citationsInternational Journal of Multiphase Flow, 204: 105906 (2026)
Missing links prediction: comparing machine learning with physics-rooted approaches2601.23061v2 · Francesca Santucci, Giulio Cimini, Tiziano Squartini2026 · 0 citationsarXiv
Inferring firm-level supply chain networks with realistic systemic risk from industry sector-level data2408.02467v1 · Massimiliano Fessina, Giulio Cimini, Tiziano Squartini et al.2024 · 1 citationSci. Rep. 16 (19848) (2026)
Evolution and determinants of firm-level systemic risk in local production networks2506.21426v2 · Anna Mancini, Bal'azs Lengyel, Riccardo Di Clemente et al.2025 · 0 citationsPNAS Nexus, pgag233 (2026)
The Evolution of Competitiveness across Economic, Innovation and Knowledge production activities2206.00368v1 · Aurelio Patelli, Lorenzo Napolitano, Giulio Cimini et al.2022 · 6 citationsSci Rep 13, 12988 (2023)
Two-mode geometry controls multiscale organization in bipartite systems2605.06208v1 · Ottavia Falconi, Giulio Cimini, Pablo Villegas2026 · 0 citationsarXiv
Topology as information: Network effects in corporate lending2603.12417v1 · Anna Pirogova, Anna Mancini, Tiziano Squartini et al.2026 · 0 citationsarXiv
Modeling structure and credit risk of the economy: a multilayer bank-firm network approach2603.09854v1 · Soumen Majhi, Anna Mancini, Giulio Cimini2026 · 0 citationsarXiv
Beyond the Wisdom of the Crowd: How Network Topology Distorts Collective Perception2602.17146v1 · Giovanni Palermo, Vittorio Loreto, Giulio Cimini2026 · 0 citationsarXiv
Geometric Criticality in Scale-Invariant Networks2507.11348v2 · Lorenzo Lucarini, Giulio Cimini, Pablo Villegas2025 · 0 citationsarXiv
Block-Fitness Modeling of the Global Air Mobility Network2601.13867v1 · Giulia Fischetti, Anna Mancini, Giulio Cimini et al.2026 · 0 citationsarXiv
Polarization and echo chambers in Reddit's political discourse2510.27467v1 · Daniele Cirulli, Antonio Desiderio, Giulio Cimini et al.2025 · 1 citationarXiv
How Large Language Models play humans in online conversations: a simulated study of the 2016 US politics on Reddit2506.21620v1 · Daniele Cirulli, Giulio Cimini, Giovanni Palermo2025 · 0 citationsarXiv
Highly engaging events reveal semantic and temporal compression in online community discourse2306.14735v3 · Antonio Desiderio, Anna Mancini, Giulio Cimini et al.2023 · 2 citationsPNAS Nexus, Volume 4, Issue 3, March 2025
The dynamics of the Reddit collective action leading to the GameStop short squeeze2401.14999v4 · Antonio Desiderio, Luca Maria Aiello, Giulio Cimini et al.2024 · 7 citationsnpj Complexity 2, 5 (2025)
Multiplex mobility network and metapopulation epidemic simulations of Italy based on Open Data2205.03639v2 · Antonio Desiderio, Giulio Cimini, Gaetano Salina2022 · 2 citationsJ. Phys. Complex. 3 04LT01 (2022)
Spontaneous Opinion Swings in the Voter Model with Latency2311.10045v1 · Giovanni Palermo, Anna Mancini, Antonio Desiderio et al.2023 · 7 citationsPhys. Rev. E 110, 024313 (2024)
Pattern-detection in the global automotive industry: a manufacturer-supplier-product network analysis2310.10363v2 · Massimiliano Fessina, Andrea Zaccaria, Giulio Cimini et al.2023 · 18 citationsChaos Solit. Fractals 181 (114630) (2024)
The rise and fall of WallStreetBets: social roles and opinion leaders across the GameStop saga2403.05876v1 · Anna Mancini, Antonio Desiderio, Giovanni Palermo et al.2024 · 0 citationsarXiv
Network topology mapping of Chemical Compounds Space2402.11774v1 · Georgios Tsekenis, Giulio Cimini, Marinos Kalafatis et al.2024 · 2 citationsScientific Reports 14:5266 (2024)
Dimensional Reduction of Solvency Contagion Dynamics on Financial Networks2207.11491v2 · Gianmarco Ricciardi, Guido Montagna, Guido Caldarelli et al.2022 · 1 citationPhysica A: Statistical Mechanics and its Applications 630, 129287 (2023)
Geography of Science: Competitiveness and Inequality2110.01615v1 · Aurelio Patelli, Lorenzo Napolitano, Giulio Cimini et al.2021 · 23 citationsJournal of Informetrics 17(1), 101357 (2023)
Systemic risk in interbank networks: disentangling balance sheets and network effects2109.14360v2 · Alessandro Ferracci, Giulio Cimini2021 · 0 citationsarXiv
Self-induced consensus of Reddit users to characterise the GameStop short squeeze2112.07059v2 · Anna Mancini, Antonio Desiderio, Riccardo Di Clemente et al.2021 · 33 citationsScientific Reports, 12(1):13780, 2022
Meta-validation of bipartite network projections2105.03391v2 · Giulio Cimini, Alessandro Carra, Luca Didomenicantonio et al.2021 · 26 citationsCommun Phys 5, 76 (2022)
Systemic liquidity contagion in the European interbank market1912.13275v2 · V. Macchiati, G. Brandi, G. Cimini et al.2019 · 27 citationsJournal of Economic Interaction and Coordination (2021)
The Statistical Physics of Real-World Networks1810.05095v2 · Giulio Cimini, Tiziano Squartini, Fabio Saracco et al.2018 · 403 citationsNat. Rev. Phys. 1 (1), 58-71 (2019)
The Physics of Financial Networks2103.05623v1 · Marco Bardoscia, Paolo Barucca, Stefano Battiston et al.2021 · 285 citationsNat. Rev. Phys. 3 (7), 490-507 (2021)
Fast and scalable likelihood maximization for Exponential Random Graph Models with local constraints2101.12625v4 · Nicolo Vallarano, Matteo Bruno, Emiliano Marchese et al.2021 · 51 citationsSci. Rep. 11 (15227) (2021)
Reconstructing networks2012.02677v2 · Giulio Cimini, Rossana Mastrandrea, Tiziano Squartini2020 · 34 citationsElements in Structure and Dynamics of Complex Networks (2021), Cambridge University Press
Prioritizing the First Doses of SARS-CoV-2 Vaccine to Save the Elderly: The Case Study of Italy.34336771 · Pontrelli, Giuseppe, Cimini, Giulio, Roversi, Marco et al.2021 · 3 citationsFrontiers in public health. 2021;9:684760
Prioritizing the first doses of SARS-CoV-2 vaccine to save the elderly: the case study of Italy10.1101/2021.02.26.21252538v2 · Pontrelli, G., Cimini, G., Roversi, M. et al.2021 · 3 citationsmedRxiv
Bacterial protein interaction networks: connectivity is ruled by gene conservation, essentiality and function1708.02299v3 · Maddalena Dilucca, Giulio Cimini, Andrea Giansanti2017 · 5 citationsCurrent Genomics 22: 1 (2021)
Co-evolution between Codon Usage and Protein-Protein Interaction in Bacteria2012.10717v1 · Maddalena Dilucca, Giulio Cimini, Sergio Forcelloni et al.2020 · 21 citationsGene 778, 145475 (2021)
True scale-free networks hidden by finite size effects1905.09512v2 · Matteo Serafino, Giulio Cimini, Amos Maritan et al.2019 · 95 citationsPNAS January 12, 2021 118 (2) e2013825118
Network Sensitivity of Systemic Risk1805.04325v2 · Amanah Ramadiah, Domenico Di Gangi, D. Ruggiero Lo Sardo et al.2018 · 9 citationsJournal of Network Theory in Finance, 5(3):53-72 (2020)
Generalized Markov stability of network communities1904.09877v2 · Aurelio Patelli, Andrea Gabrielli, Giulio Cimini2019 · 7 citationsPhys. Rev. E 101, 052301 (2020)
Bacterial protein interaction networks: connectivityis ruled by gene conservation, essentiality andfunction10.1101/2020.04.03.024265v1 · Dilucca, M., Cimini, G., Giansanti, A.2020 · 0 citationsbioRxiv
Co-evolution between codon usage and Protein-Protein Interaction Networks in Bacterial genomes10.1101/2020.03.30.016956v1 · Dilucca, M., Forcelloni, S., Cimini, G. et al.2020 · 2 citationsbioRxiv
Erratum: Estimating topological properties of weighted networks from limited information [Phys. Rev. E 92, 040802(R) (2015)].29906967 · Cimini, Giulio, Squartini, Tiziano, Gabrielli, Andrea et al.2019 · 1 citationPhysical review. E. 2018;97(5-2):059904
Unfolding the innovation system for the development of countries: co-evolution of Science, Technology and Production1707.05146v3 · Emanuele Pugliese, Giulio Cimini, Aurelio Patelli et al.2017 · 96 citationsScientific Reports 9, 16440 (2019)
Bacterial protein interaction networks: connectivity is ruled by gene conservation, essentiality and function10.1101/681395v1 · Giansanti, A., Dilucca, M., Cimini, G.2019 · 5 citationsbioRxiv
Fragility and anomalous susceptibility of weakly interacting networks1810.01250v1 · Giacomo Rapisardi, Alex Arenas, Guido Caldarelli et al.2018 · 6 citationsPhys. Rev. E 99, 042302 (2019)
The Grand Canonical ensemble of weighted networks1811.11805v1 · Andrea Gabrielli, Rossana Mastrandrea, Guido Caldarelli et al.2018 · 34 citationsPhys. Rev. E 99, 030301 (2019)
Influence of technological innovations on industrial production: A motif analysis on the multilayer network1901.04386v1 · Martina Formichini, Giulio Cimini, Emanuele Pugliese et al.2019 · 10 citationsEntropy 21(2), 126 (2019)
What do central counterparties default funds really cover? A network-based stress test answer1611.03782v1 · Giulia Poce, Giulio Cimini, Andrea Gabrielli et al.2016 · 16 citationsJournal of Network Theory in Finance 4(4), 43-57 (2018)
Estimating topological properties of weighted networks from limited information1409.6193v3 · Giulio Cimini, Tiziano Squartini, Andrea Gabrielli et al.2014 · 53 citationsPhys. Rev. E 92, 040802 (2015)
Numerical assessment of the percolation threshold using complement networks1812.01316v1 · Giacomo Rapisardi, Guido Caldarelli, Giulio Cimini2018 · 2 citationsCOMPLEX NETWORKS 2018: Complex Networks and Their Applications VII, pp. 820-827 (Springer, 2019)
Reconstruction methods for networks: the case of economic and financial systems1806.06941v1 · Tiziano Squartini, Guido Caldarelli, Giulio Cimini et al.2018 · 96 citationsPhys. Rep. 757, 1-47 (2018)
Structural changes in the interbank market across the financial crisis from multiple core-periphery analysis1802.05139v1 · Sadamori Kojaku, Giulio Cimini, Guido Caldarelli et al.2018 · 12 citationsJournal of Network Theory in Finance 4(3), 33-51 (2018)
Career total: 119 works. 112 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.