Publications
List and Descriptions
Laplacian Renormalization Group
The renormalization group method is routinely employed to study critical behaviour in many areas of physics, especially those that can be described by field theories. Now, a framework based on such a description of information diffusion extends renormalization group methods to the study of complex networks.
Peri Urban Forests
Percentage of peri-urban areas available for restoration activities (according to the 500 m resolution map of peri-urban areas) with proximity to
forest, in a grid of 50 km cells.
Chemical Compounds
The connectivity between elements and compounds is distributed exponentially for
materials, and with a fat tail for chemicals. Compounds networks show similar distribution of degrees,
and feature a highly-connected club due to oxygen .
DebtRank
DebtRank is the total loss of equity after distress of one/more institutions. It avoids underestimating systemic risk and it is currently used by many central banks for their stress tests.
Thermodynamics of the Minimum Description Length on Community Detection J.I. Perotti, C.J. Tessone, A. Clauset, G. Caldarelli arXiv:1806.07005
2025 ---------------------------------------
A deep learning framework for multiplet splitting classification in 1H NMR G. Fischetti, N. Schmid, S. Bruderer, B. Heitmann,A. Henrici, A. Scarso, G. Caldarelli, D. Wilhelm Journal of Magnetic Resonance 373 107851 (2025).
Social media discussions anticipate financial market volumes G. Vicentini, A. Nucci, G Caldarelli, E. Omodei Physica A 661, 130388 (2025).
Challenges and opportunities for digital twins in precision medicine from a complex systems perspective M. De Domenico, L. Allegri, G. Caldarelli, V. d'Andrea, B Di Camillo, L. M. Rocha, J. Rozum, R. Sbarbati, F. Zambelli npj Digital medicine 8, 37 (2025).
Lessons from Complex Networks to smart cities G. Caldarelli, L. Chiesi, G. Chirici, B. Galmarini, S. Mancuso, J. Moi, M. De Domenico Nature cities 2 127-134 (2025).
2024 ---------------------------------------
Urban topology and dynamics can assess the importance of green areas J. Moi, L. Chiesi, G. Chirici, S. Francini, C. Borghi, B. Galmarini, P. Costa, G. Caldarelli Physical Review E 110 064128 (2024).
Patterns and centralisation in Ethereum-based token transaction networks F. M. De Collibus, C. Campajola, G. Caldarelli, J. C. Tessone Frontiers in Physics 12, 1305167 (2024).
Fluctuations and extreme events in the public attention on Italian legislative elections A. Auconi, L. Federico, G. Riotta, G. Caldarelli Scientific Reports 14, 22804 (2024).
Laplacian renormalization group: an introduction to heterogeneous coarse-graining , G. Caldarelli, A. Gabrielli T. Gili, P. Villegas, JSTAT 084002 (2024).
Multi‑scale analysis of the community structure of the Twitter discourse around the Italian general elections of September 2022 L. Federico, A. Mouyim, G. Caldarelli, G. Riotta Scientific Reports 14, 15980 (2024).
Evidence of scale-free clusters of vegetation in tropical rainforests P. Villegas, T. Gili, G. Caldarelli, A. Gabrielli Physical Review E 109, L042402 (2024).
Global spatial assessment of potential for new peri-urban forests to combat climate change S. Francini, G. Chirici, L. Chiesi, P. Costa, G. Caldarelli, S. Mancuso Nature Cities 1, 286–294 (2024)
Network topology mapping of chemical compounds space G. Tsekenis, G. Cimini, M. Kalafatis, A. Giacometti, T. Gili, G. Caldarelli Scientific Reports 14, 5266 (2024).
Coalitions in international litigation: a network perspective R. Mastrandrea, G. Antuofermo, M. Ovadek, T. Y.-C. Yeung, A. Dyevre and G. Caldarelli Philosophical Transaction A Royal Society 382, 20230158 (2024).
2023 ---------------------------------------
Dimensional reduction of solvency contagion dynamics on financial networks G Ricciardi, G Montagna, G Caldarelli, G Cimini Physica A: Statistical Mechanics and its Applications 630, 129287 (2023).
Inflammatory bowel disease biomarkers revealed by the human gut microbiome network M Hu, G Caldarelli, T Gili Scientific Reports 13, 19428 (2023).
Systemic risk measured by systems resiliency to initial shocks L Klinčić, V Zlatić, G Caldarelli, H Štefančić Physical Review E 108, 044303 (2023).
The role of complexity for Digital Twins of Cities G. Caldarelli, E. Arcaute, M. Barthelemy, M. Batty, C. Gershenson, D. Helbing, S. Mancuso, Y. Moreno, J. J. Ramasco, C. Rozenblat, A. Sánchez & J. L. Fernández-Villacañas Nature Computational Science 3, 374–381 (2023).
Laplacian Renormalization group for heterogeneous networks P. Villegas Gongora, T. Gili, G. Caldarelli, A. Gabrielli, Nature Physics 19 445-450 (2023).
Automatic Classification of signal regions in 1H Nuclear Magnetic Resonance Spectra G. Fischetti, N. Schmid, S. Bruderer, G. Caldarelli, A. Scarso, A. Henrici, D. Wilhelm Frontiers Artificial Intelligence 5, 1116416 (2023).
2022 ---------------------------------------
Laplacian paths in complex networks: Information core emerges from entropic transitions P. Villegas Gongora, A. Gabrielli, F. Santucci, G. Caldarelli, T. Gili, Physical Review Research 4 033196 (2022).
Bow-tie structures of twitter discursive communities M.Mattei, M. Pratelli, G. Caldarelli, M. Petrocchi, F. Saracco Scientific Reports 12, 12944 (2022).
Characterising spatial point processes by percolation transition P. Villegas Gongora, T. Gili, A. Gabrielli, G. Caldarelli Journal of Statistical Mechanics 073202 (2022).
The validity of Machine learning procedures in Orthodontics: what is still missing? P. Auconi, T. Gili, S. Capuani, M. Saccucci, G. Caldarelli, A. Polimeni, G. Di Carlo Journal of Personalized Medicine 12, 957 (2022).
Detecting mesoscale structures by surprise E. Marchese, G. Caldarelli, T. Squartini Communications Physics 5, 132 (2022).
Systemic liquidity contagion in the European interbank market V. Macchiati, G. Brandi, G. Cimini, G. Caldarelli, D. Paolotti, T. Di Matteo Journal of Economic Interaction and Coordination 17, 443–474 (2022).
2021 ---------------------------------------
Why polls fail to predict elections Z. Zhou, M. Serafino, L. Cohan, G. Caldarelli, H. Makse Journal of Big Data 8, 137 (2021).
Complexity and data mining in dental research: a network medicine perspective on interceptive orthodontics T. Gili, G. Di Carlo, S. Capuani, P. Auconi, G. Caldarelli, A. Polimeni Orthodontics and Craniofacials Resarch 24 16-25 (2021).
Emergent spatial patterns of coexistence in species-rich plant communities P. Villegas, T. Gili, G. Caldarelli Physical Review E, 104 034305 (2021).
Italian Twitter semantic network during the Covid-19 epidemic M. Mattei, G. Caldarelli, T. Squartini, F. Saracco EPJ Data Science 10, 47 (2021).
The unbalanced reorganization of weaker functional connections induces the altered brain network topology in schizophrenia R. Mastrandrea, F. Piras, A. Gabrielli, G. Caldarelli, G. Spalletta, T. Gili Scientific Reports 11 15400 (2021).
Firms' Challenges and Social Responsibilities during Covid-19: a Twitter Analysis A.Patuelli, F. Saracco, N. Lattanzi, G. Caldarelli PLOS One 16 e0254748 (2021).
Flow of online misinformation during the peak of the COVID-19 pandemics in Italy G. Caldarelli, R. de Nicola, M. Petrocchi, M. Pratesi, F. Saracco EPJ Data Science 10, 34 (2021).
Physics of Financial Networks, M. Bardoscia, P. Barucca, S. Battiston, F. Caccioli, G. Cimini, D. Garlaschelli, F. Saracco, T. Squartini, G. Caldarelli Nature Reviews Physics 3, 490-507 (2021).
A community detection analysis of malocclusion classes from orthodontics and upper airway data G. Di Carlo, T. Gili, G. Caldarelli, A. Polimeni, P. Cattaneo Orthodontics and Craniofacial Research 24 172-180 (2021)..
Controlling systemic risk - network structures that minimize it and node properties to calculate it S.M. Krause, H. Štefančić, V. Zlatić, G. Caldarelli Physical Review E 103, 042304 (2021).
SARS-CoV-2 comorbidity network and outcome in hospitalised patients in Crema Italy G. Benelli, E. Buscarini, C. Canetta, G. La Piana, G. Merli, A. Scartabellati, G. Viganò, R. Sfogliarini, G. Melilli, R. Assandri, D. Cazzato, D. S. Rossi, S. Usai, G. Caldarelli, I. Tramacere, G. Pellegata, G. P. Lauria PLOS One, 16, e0248498 (2021).
True scale-free networks hidden by finite-size effects M. Serafino, G. Cimini, A. Maritan, S. Suweis, J. R. Banavar, A. Rinaldo, G. Caldarelli PNAS 118, e2013825118 (2021).
The Urban Metabolism of Lima: Perspectives and Policy Indications for GHG Emission Reduction A. Facchini, R Mele, G. Caldarelli. Frontiers in Sustainable Cities 2, 40 (2021).
2020 ---------------------------------------
Network Analysis of Gut Microbiome and Metabolome to Discover Microbiota-Linked Biomarkers in Patients affected by non-small cell lung cancer P. Vernocchi, T. Gili, F. Conte, F Del Chierico, G. Conta, A. Miccheli, A Botticelli, P. Paci, G. Caldarelli, M. Nuti, P. Marchetti, L Putignani International Journal of Molecular Sciences, 21, 8730 (2020).
Portfolio diversification, differentiation and the robustness of holding networks, D. Delpini, S. Battiston, G. Caldarelli, M. Riccaboni Applied Network Science, 5 37 (2020).
Network valuation in Financial Systems P. Barucca, M. Bardoscia, M. D'Errico, G. Visentin, G. Caldarelli, S. Battiston, Mathematical Finance 30 1181-1204 (2020).
The ambiguity of nestedness under soft and hard constraints M. Bruno, F. Saracco, D. Garlaschelli, C.J. Tessone, G. Caldarelli Scientific Reports 10, 19903 (2020).
Perspective on Complexity and Networks Science G. Caldarelli Journal of Physics: Complexity 1 021001 (2020).
The role of bot squads in the political propaganda on Twitter G. Caldarelli, R. De Nicola, F. Del Vigna, M. Petrocchi, F. Saracco Communication Physics 3, 81 (2020).
(So) Big Data and the transformation of the city G. Andrienko, N. Andrienko, C. Boldrini, G. Caldarelli, P. Cintia, S. Cresci, A. Facchini, F. Giannotti, A. Gionis, R. Guidotti, M. Mathioudakis, C. I. Muntean, L. Pappalardo, D. Pedreschi, E. Pournaras, F. Pratesi, M. Tesconi, R. Trasarti International Journal of Data Science and Analytics 11 311-340 (2020).
Review to the "Introduction of the Theory of Complex Systems" G. Caldarelli, Journal of Complex Networks 8, cnz038 (2020).
2019 ---------------------------------------
Extracting significant signal of news consumption from social networks: the case of Twitter in Italian political elections C. Becatti, G. Caldarelli, R. Lambiotte, F. Saracco, Palgrave Communications 5, 91 (2019)
Detecting core-periphery structures by surprise J. van Lidth de Jeude, G. Caldarelli, T. Squartini EPL 125, 68001 (2019)
Systemic Risk from Investment Similarities D. Delpini, S. Battiston, G. Caldarelli, M. Riccaboni PLoS ONE 14, e0217141 (2019).
Exploiting the interplay between cross-sectional and longitudinal data in Class III malocclusion patients E. Barelli, E. Ottaviani, P. Auconi, G. Caldarelli, V. Giuntini, J.A. McNamara Jr, L. Franchi Scientific Reports 9, 6189 (2019).
The Grand-canonical ensemble of weighted networks A. Gabrielli, R. Mastrandrea, G. Caldarelli, G. Cimini Physical Review E 99, 042302 (2019).
Fragility and anomalous susceptibility of weakly interacting networks G. Rapisardi, A. Arenas, G. Caldarelli, G. Cimini Physical Review E 99, 030301(R) (2019).
The Multilayer Structure of Corporate Networks J. van Lidth de Jeude, T. Aste, G. Caldarelli New Journal of Physics, 21, 025002 (2019)
Entropy-based randomisation of rating networks C. Becatti, G. Caldarelli, F. Saracco Physical Review E 99, 022306 (2019).
Reconstructing Mesoscale Network Structure J. van Lidth de Jeude, R. Di Clemente, G. Caldarelli, F. Saracco, T. Squartini Complexity 5120581 (2019).
The Statistical Physics of Real-World Networks G. Cimini, T. Squartini, F. Saracco, D. Garlaschelli, A. Gabrielli, G. Caldarelli Nature Physics Reviews 1, 58-71 (2019).
Changes to Gate Closure and its impact on wholesale electricity prices: the case of the UK A. Facchini, A. Rubino, G. Caldarelli G. Di Liddo, Energy Policy 125, 110-121 (2019).
Numerical assessment of the Percolation threshold using complement networks G. Rapisardi, G. Caldarelli, G. Cimini Studies in Computational Intelligence, 812, 820-827 (2019).
Complex Networks: Principles, Methods, and Applications by Vito Latora, Vincenzo Nicosia, and Giovanni Russo G. Caldarelli Journal of Complex Networks, 6, 830 (2019).
2018 ---------------------------------------
Bond and site color-avoiding percolation in scale-free networks A. Kadović, S.M. Krause, G. Caldarelli, V. Zlatić Physical Review E, 98, 062308 (2018)
Optimal positioning of storage systems in microgrids based on complex networks centrality measures S. Korjani, A. Facchini, M. Mureddu, G. Caldarelli, A. Damiano Scientific Reports 8, 16658 (2018).
Structural changes in the interbank market across the financial crisis from multiple core-periphery analysis S. Kojaku, G. Cimini, G. Caldarelli, N. Masuda Journal of Network Theory in Finance 4, 33-51 (2018).
Blockchain Inefficiency in the Bitcoin Peers Network G. Pappalardo, T. Di Matteo, G. Caldarelli, T. Aste EPJ Data Science 7 30 (2018).
Physics of Humans, Physics for Society G. Caldarelli, S. Wolf, Y. Moreno Nature Physics 14 870 (2018).
Tackling information asymmetry in networks P. Barucca, G. Caldarelli, T. Squartini Journal of Statistical Physics 173 1028-1044 (2018).
Entropy-based approach to missing-links prediction F. Parisi, G. Caldarelli, T. Squartini Applied Network Science 3 17 (2018).
Reconstruction methods for networks: the case of economic and financial systems T. Squartini, G. Caldarelli, G. Cimini, A. Gabrielli, D. Garlaschelli Physics Reports 757, 1-47 (2018).
Multiple structural transitions in interacting networks G. Rapisardi, A. Arenas, G. Caldarelli, G. Cimini Physical Review E 98 012302 (2018).
River landscape and Optimal Channel Networks P. Balister, J. Balogh, E. Bertuzzo, B. Bollobás, G. Caldarelli, A. Maritan, R. Mastrandrea, R. Morris, and A. Rinaldo, PNAS 115 6548-6553 (2018).
Critical field-exponents for secure message-passing in modular networks L.M. Shekthman, M.M Danziger, I. Bonamassa, S. Buldyrev, G. Caldarelli, V. Zlatic, S. Havlin New Journal of Physics 20 053001 (2018).
From ecology to finance (and back?): recent advancements in the analysis of bipartite networks M. Straka, G. Caldarelli, T. Squartini, F. Saracco, Journal of Statistical Physics 173 1252-1285 (2018)
Case study of Lykke exchange: architecture and outlook R. Olsen, S. Battiston, G. Caldarelli, A. Golub, M. Nikulin, S. Ivliev, Journal of Risk Finance 19, 26-38 (2018).
A Complex Network approach for the estimation of the Energy Demand of Electric Mobility, M. Mureddu, A. Facchini, A. Scala, G. Caldarelli, A. Damiano Scientific Reports 8 268 (2018).
2017 ---------------------------------------
Bayesian Networks Analysis of Malocclusion Data M. Scutari, P. Auconi, G. Caldarelli, L. Franchi Scientific Reports 7, 15236 (2017).
Enhanced capital-asset pricing model for the reconstruction of bipartite financial networks T. Squartini, A. Almog, G. Caldarelli, I. van Lelyveld, D. Garlaschelli, G. Cimini Physical Review E, 96 032315 (2017).
The Network of plants volatile organic compounds G. Vivaldo, E. Masi, C. Taiti, G. Caldarelli, S. Mancuso Scientific Reports 7 11050 (2017).
Grand canonical validation of the bipartite International Trade Network M. J. Straka, G. Caldarelli, F. Saracco, Physical Review E, 96 022306 (2017).
Niche hierarchy: Structure, Organization and Assembly in Natural Systems (commentary) G. Caladarelli Journal of Complex Networks 6, 155 (2017).
Debunking in a World of Tribes F. Zollo, A. Bessi, M. Del Vicario, A. Scala, G. Caldarelli, L. Shekthman, S. Havlin, W. Quattrociocchi Plos One 12 e0181821 (2017).
Organization and hierarchy of the human functional brain network lead to a chain-like core R. Mastrandrea, A. Gabrielli, F. Piras, G. Spalletta, G. Caldarelli, T. Gili Scientific Reports 7 4888 (2017).
Inferring monopartite projections of bipartite networks: an entropy-based approach F. Saracco, M. Straka, R. Di Clemente, A. Gabrielli, G. Caldarelli, T. Squartini, New Journal of Physics 19 053022 (2017).
Anatomy of news consumption on Facebook, A.L. Schmidt, F. Zollo, M. Del Vicario, A. Bessi, A. Scala, G. Caldarelli, H.E. Stanley, and W. Quattrociocchi, PNAS 114, 3035-3039 (2017).
The anatomy of the Brexit debate on Facebook, M. Del Vicario, F. Zollo, G. Caldarelli, A. Scala, W. Quattrociocchi Social Networks 50, 6-16 (2017).
How the Interbank market becomes systematically dangerous, M. Serri, G. Caldarelli, G. Cimini, Journal of Network Theory in Finance 3, 1-18 (2017).
Understanding interactions among cephalometrics variables during growth in untreated Class III subjects, P. Auconi, M. Scazzocchio, G. Caldarelli, M. Nieri, J.A. Mc Namara, L. Franchi European Journal of Orthodontics 39 395-401 (2017).
Pathways towards instability in Financial Networks M. Bardoscia, S. Battiston, F. Caccioli, G. Caldarelli, Nature Communications 8 14416 (2017).
Modeling Confirmation bias and polarisation M. Del Vicario, A. Scala, G. Caldarelli, H.E. Stanley W. Quattrociocchi Scientific Reports 7 40391 (2017).
2016 ---------------------------------------
Echo chambers: emotional contagion and Group polarisation on Facebook M. Del Vicario, G. Vivaldo, A. Bessi, F. Zollo, A. Scala, G. Caldarelli, W. Quattrociocchi Scientific Reports 6, 37825 (2016).
Mitigating Cascades in Sandpile Models: an immunisation strategy for systemic risk? A. Scala, V. Zlatić G. Caldarelli, G. D'Agostino, European Physical Journal Special Topics 225, 2017-2023 (2016).
Islanding the power grid on the transmission level: less connections for more security M. Mureddu, G. Caldarelli, A. Damiano, A. Scala, H. Meyer-Ortmanns Scientific Reports 6, 34797 (2016).
Distress propagation in Complex Networks: the case of non-linear DebtRank, M. Bardoscia, F. Caccioli, J.I. Perotti, G. Vivaldo, G. Caldarelli Plos One 11, e0163825 (2016).
Users polarisation on Facebook and Youtube A. Bessi, F. Zollo, M. Del Vicario, M. Puliga, A. Scala, G. Caldarelli, B. Uzzi, W. Quattrociocchi, PLOS One, 11, e0159641 (2016).
The Price of Complexity in Financial Networks, S. Battiston, G. Caldarelli, R. May, T. Roukny, J.E. Stiglitz PNAS 113 10031-10035 (2016).
Leveraging the network: a stress-test framework based on DebtRank, S. Battiston, M. D'Errico, S. Gurciullo, G. Caldarelli, Statistics & Risk Modeling, 33, 117-138 (2016).
Concurrent enhancement of percolation and synchronizaztion in adaptive networks Y-H. Eom, S. Boccaletti, G. Caldarelli, Scientific Reports 6 27111 (2016).
Network of plants how to measure similarities between plants G. Vivaldo, E. Masi, C. Pandolfi, S. Mancuso, G. Caldarelli, Scientific Reports 6 27077 (2016).
Coupling news sentiment with web browsing data predicts intra-day stock prices, G. Ranco, I. Bordino, G. Bormetti, G. Caldarelli, F. Lillo, M. Treccani, Plos One 11, e0146576 (2016).
The spreading of misinformation online, M. Del Vicario, A. Bessi, F. Zollo, F. Petroni, A. Scala, G. Caldarelli, H.E. Stanley, W. Quattrociocchi PNAS 113 554-559 (2016).
Cascades in interdependent flow networks A. Scala, P. G. De Sanctis Lucentini, G. Caldarelli, G. D’Agostino Physica D 323-324, 35-39 (2016).
2015 ---------------------------------------
Hierarchical mutual information for the comparison of hierarchical community structures in complex networks, J.I. Perotti, C. J. Tessone, G. Caldarelli Physical Review E 92, 062825 (2015).
Viral misinformation the role of homophily and polarization, A. Bessi, F. Petroni, M. Del Vicario, F. Zollo, A. Anagnostopoulos, A. Scala, G. Caldarelli, W. Quattrociocchi Proceedings of the 24th conference on the WWW (2015).
Quantifying randomness in complex networks C. Orsini, M. Mitrović Dankulov, A. Jamakovic, P. Mahadevan, P. Colomer-de-Simón, A. Vahdat, K. E. Bassler, Z. Toroczkai, M. Boguñá, G. Caldarelli, S. Fortunato, D. Krioukov Nature Communications 6, 8627 (2015).
Hyperbolicity measures "Democracy" in Real-World Networks, M. Borassi, A. Chessa, G. Caldarelli, Physical Review E 92, 032812 (2015).
Emotional Dynamics in the age of misinformation, F. Zollo, P.K. Novak. M. Del Vicario, A. Bessi, I. Mozetic, A. Scala, G. Caldarelli, W. Quattrociocchi Plos One 10 e0138740 (2015).
The Effect of Twitter sentiment on stock prices returns, G. Ranco, D. Aleksovski, G. Caldarelli, M. Grcar, I. Mozetic Plos One 10 0138441 (2015).
Green power grids: how energy from renewable sources affects network and markets, M. Mureddu, G. Caldarelli, A. Chessa, A. Scala, A. Damiano Plos One 10 0135312 (2015).
Trends of Narrative in the Age of misinformation, A. Bessi, F. Zollo, M. Del Vicario, A. Scala, G. Caldarelli, W. Quattrociocchi, Plos One 10, e0134641 (2015).
Twitter-based analysis of the dynamics of collective attention to political parties, Y-H. Eom, M. Puliga, J. Smailović, I. Mozetič, G. Caldarelli, Plos One 10, e0131184 (2015).
DebtRank: A microscopic foundation for Shock propagation, M. Bardoscia, S. Battiston, F. Caccioli, G. Caldarelli, Plos One 10, e0130406/e0134888 (2015).
Reconstructing topological properties of complex networks using the fitness model, G. Cimini, T. Squartini, N. Musmeci, M. Puliga, A. Gabrielli, D. Garlaschelli, S. Battiston, G. Caldarelli, Lecture Notes in Computer Science (Socinfo 2014) 8852, 323-333 (2015).
Science vs Conspiracy: collective narratives in the age of (mis)information, A. Bessi, M. Coletto, G.A. Davidescu, A. Scala, G. Caldarelli, W. Quattrociocchi, Plos One 10, e0118093 (2015).
2014 ---------------------------------------
Social Determinants of content selection in the age of (mis)information, A. Bessi, G. Caldarelli, M. Del Vicario, A, Scala, W. Quattrociocchi, Lecture Notes in Computer Science 8851, 259-268 (2014)
An agent based approach for the development of EV fleet Charging Strategies in Smart Cities, M. Mureddu, A. Scala, A. Chessa, G. Caldarelli, M. Musio, A. Damiano, 2014 IEEE International Electric Vehicle Conference, IEVC (2014)
Integrating the electric grid and the commuter network through a 'vehicle to grid' concept: A Complex Networks Theory approach, A. Chessa, G. Caldarelli, A. Damiano, A. Scala, 2014 IEEE International Electric Vehicle Conference, IEVC (2014)
Complex networks for data-driven medicine: the case of Class III dentoskeletal disharmony A. Scala, P. Auconi, M. Scazzocchio, G. Caldarelli, J.A. McNamara, L. Franchi, New Journal of Physics 16, 115017 (2014)
Power grids, smart grids and complex Networks A. Scala, G. Caldarelli, A. Chessa, A. Damiano, M. Mureddu, S. Pahwa, C. Scoglio, W. Quattrociocchi Nonlinear Phenomena in Complex Systems: from nano to macro scale, NATO Science for Peace and Security Series C-Environmental Security 97-110 (2014)
Credit Default Swaps networks and systemic risk, M. Puliga, G. Caldarelli, S. Battiston, Scientific Reports 6, 6822 (2014)
The Rise of China in the International Trade Network: a community core detection approach, S. Zhou, F. Cerina, A. Chessa, G. Caldarelli, M. Riccaboni, PLOS One 9, e105496 (2014)
Opinion dynamics on Interacting Networks media competition and social influence, W. Quattrociocchi, G. Caldarelli, A. Scala, Scientific Reports 4, 4938 (2014)
A Multi-level Geographical Study of Italian Political Elections from Twitter Data, G. Caldarelli, A. Chessa, F. Pammolli, G. Pompa, M. Puliga, M. Riccaboni, G. Riotta, PLOS One 9, e95809 (2014)
Self-Healing Networks: Redundancy and Structure W. Quattrociocchi, G. Caldarelli, A. Scala, PLOS One 9, e87986 (2014)
2013 ---------------------------------------
Systemic Risk in Financial Networks, S. Battiston, G. Caldarelli, Journal of Financial Managements Markets and Institutions 1, 129-154 (2013).
Optimal scales in Weighted Networks Diego Garlaschelli, Sebastian E. Ahnert, Thomas M. A. Fink, Guido Caldarelli, Lecture Notes in Computer Science 8238, 346-359 (2013).
Default Cascades in Complex Networks: Topology and Systemic Risk T. Roukny, H. Bersini, H. Pirotte, G. Caldarelli, S. Battiston, Scientific Reports 3, 2759 (2013).
Distributed Generation and Resilience in Power Grids, A. Scala, M. Mureddu, G. Caldarelli, A. Chessa, A. Damiano, Lecture Notes in Computer Sciences 7722, 71 (2013).
Economic Complexity: Conceptual grounding of a new metrics for global competitiveness, A. Tacchella, M. Cristelli, G. Caldarelli, A. Gabrielli, L. Pietronero, Journal of Economic Dynamics and Control 37, 1683–1691 (2013).
Measuring the Intangibles a Metrics for the Economics Complexity of Countries and Products M. Cristelli, A. Gabrielli, A. Tacchella, G. Caldarelli, L. Pietronero, PLOS One 8, e70726 (2013).
Bootstrapping Topological Propertoes and Systemic Risk of Complex Networks Using the Fitness Model N. Musmeci, S. Battiston, G. Caldarelli, M. Puliga, A. Gabrielli Journal of Statistical Physics 151, 720-734 (2013).
Evolution of Controllability in Interbank Networks (& Supp.Info) D. Delpini, S. Battiston, M. Riccaboni, G. Gabbi, F. Pammolli, G. Caldarelli, Scientific Reports 3 1626 (2013).
Reconstructing a Credit Network, G. Caldarelli, A. Chessa, A. Gabrielli, F. Pammolli, M. Puliga, Nature Physics 9 125 (2013).
Complex Derivatives, S. Battiston, G. Caldarelli, C-P Georg, R. May, J. Stiglit,z Nature Physics 9, 123 (2013).
Complex Weighted Networks as Randomly Reinforced Urn Process, G. Caldarelli, A. Chessa, I. Crimaldi, F. Pammolli Physical Review E 87, 020106(R) (2013).
Low-Temperature Behaviour of Social and Economic Systems, D. Garlaschelli, S.E. Ahnert, T.M. Fink, G. Caldarelli, Entropy 15, 3238-3259 (2013).
2012 ---------------------------------------
An economic and financial exploratory S. Cincotti, D. Sornette, P. Treleaven, S. Battiston, G. Caldarelli, C. Hommes, and A. Kirman European Physical Journal Special Topics 214, 361–400 (2012).
A network analysis of countries' export flows: firm grounds for the building blocks of the economy G. Caldarelli, M. Cristelli, A. Gabrielli, L. Pietronero, A. Scala, A. Tacchella PLOS one 7, e47278 (2012).
A New Metrics for Countries' Fitmess and Products' Complexity A. Tacchella, M. Cristelli, G. Caldarelli, A. Gabrielli, L. Pietronero, Scientific Reports 2, 723 (2012)
Using Networks to Understand Medical Data: The Case of Class III Malocclusions. A. Scala, P. Auconi, M. Scazzocchio, G. Caldarelli, JA McNamara, L. Franchi PLOS one 7, e44521 (2012).
Competitors' communities and taxonomy of products according to export fluxes M. Cristelli, A. Tacchella, A. Gabrielli, L. Pietronero, A. Scala, G. Caldarelli, European Physical Journal Special Topics 212, 115-120 (2012).
Progress in the Physics of Complex Networks G. Caldarelli, G. Kanadiakis, A. Scarfone European Physical Journal B 212, 1-3 (2012).
Viewpoint: The Longevity of Rankings G. Caldarelli Physics 5, 105, (2012).
DebtRank: Too Central to Fail? Financial Networks, the FED and Systemic Risk S. Battiston, M. Puliga, R. Kaushik, P.Tasca, G. Caldarelli, Scientific Reports 2, 541 (2012).
Web search queries can predict stock market volumes I. Bordino, S. Battiston, G. Caldarelli, M. Cristelli, A. Ukkonen and I. Weber PLOS One 7, e40014 (2012).
Robustness and assortativity for Diffusion-like Processes in Scale-Free Networks G. D’Agostino, A. Scala, V. Zlatić, G. Caldarelli, EPL 97, 68006 (2012).
Networks with arbitrary edges multiplicities V. Zlatić, D. Garlaschelli, G. Caldarelli, EPL 97, 28005 (2012).
2011 ---------------------------------------
A network approach to orthodontic diagnosis P. Auconi, G. Caldarelli, A. Scala, G. Ierardo, A. Polimeni Orthodontics and Craniofacial Research 14, 189-197 (2011).
Population Dynamics On Complex Food Webs G. Palamara, V. Zlatić, A, Scala, G. Caldarelli, Advances in Complex Systems 14, 635-647 (2011).
2010 ---------------------------------------
Topologically biased random walk and community finding in networks,V. Zlatić, A. Gabrielli, G. Caldarelli, Physical Review E 82, 066109 (2010).
A pagerank-based preferential attachment model for the evolution of the world wide web, P. Giammatteo, D. Donato, V. Zlatić, G. Caldarelli, EPL 91, 18004 (2010).
A Networked World, M. Buchanan, G. Caldarelli, Physics World 23, 22-24 (2010).
2009 ---------------------------------------
Hypergraph Topological quantities for tagged social networks, V. Zlatić, G. Ghoshal, G. Caldarelli, Physical Review E 80, 036118 (2009).
Random Hypergraphs and their applications, G. Ghoshal, V. Zlatić, G. Caldarelli, M.E.J. Newman, Physical Review E 79, 066118 (2009).
Invasion percolation on a tree and queuing models, A. Gabrielli, G. Caldarelli, Physical Review E 79, 041133 (2009).
On the rich-club effect in dense and weighted networks, V. Zlatić, G. Bianconi, A. Diaz-Guilera, D. Garlaschelli, F. Rao, G. Caldarelli, European Physical Journal B 67, 271-275 (2009).
PageRank equation and localization in the WWW, N.Perra, V. Zlatić, A. Chessa, C. Conti, D. Donato, G. Caldarelli, EPL 88, 11111 (2009).
Invasion percolation and the time scaling behaviour of a queuing model of human dynamics, A. Gabrielli, G. Caldarelli, JStat P02046 (2009).
2008 ---------------------------------------
Folksonomy and clustering in the collaborative system CiteUlike, A. Capocci, G. Caldarelli, Journal of Physics A 41, 224016 (2008).
Quantifying the universal taxonomic diversity in real species assemblage, Caretta Cartozo, D. Garlaschelli, C. Ricotta, M. Barthelémy and G. Caldarelli, Journal of Physics A 41, 224012 (2008).
Applying Weighted Network measures to microarray distance matrices, S. Ahnert, D. Garlaschelli, T.M.A. Fink and G. Caldarelli, Journal of Physics A 41, 224011 (2008).
Complex Networks: from Biology to information technology – Preface, Barrat, S. Boccaletti, G. Caldarelli, A. Chessa, V. Latora, Journal of Physics A 41, 220301 (2008).
Taxonomy and clustering in collaborative systems: the case of the on-line encyclopedia Wikipedia, A. Capocci, F. Rao, G. Caldarelli, EPL 81, 28006 (2008).
A Self-organized model for Network Evolution, G. Caldarelli, A. Capocci, D. Garlaschelli, European Journal of Physics B 64, 585-591 (2008).
A network analysis of the Italian Overnight Money Market, G. Iori, G. De Masi, O. Precup, G. Gabbi, G. Caldarelli, Journal of Economic Dynamics and Control 32, 259-278 (2008).
2007 ---------------------------------------
Uncovering the topology of configuration space networks, D. Gfeller, P. De Los Rios, D. Morton de Lachapelle, G. Caldarelli, F. Rao, Physical Review E 76, 026113 (2007).
Spectral methods cluster words of the same class in a syntactic dependency network, R. Ferrer i Cancho, A. Capocci, G. Caldarelli, International Journal of Bifurcation and Chaos 17, 2453-2463 (2007).
Ensemble approach to the Analysis of Weighted Networks, S.E. Ahnert, D. Garlaschelli, T.M. Fink, G. Caldarelli, Physical Review E 76, 016101 (2007).
Self--organized network evolution coupled to extremal dynamics, D. Garlaschelli, A. Capocci, G. Caldarelli, Nature Physics 3, 813-817 (2007). (supp.info)
Invasion Percolation and Critical Transient in the Barabási Model of Human Dynamics, A. Gabrielli, G. Caldarelli, Physical Review Letters 98, 208701 (2007).
Interplay between topology and dynamics in the World Trade Web, D. Garlaschelli, T. Di Matteo, T. Aste, G. Caldarelli, M.I. Loffredo, European Physical Journal B 57, 159-164 (2007).
Trading strategies in the Italian interbank market, G. Iori, R. Renò, G. De Masi, G. Caldarelli, Physica A 376, 467-479 (2007).
The Italian interbank network: statistical properties and a simple model, G. De Masi, G. Iori, G. Caldarelli, SPIE Proceedings 6601, U210-U223 (2007).
2006 ---------------------------------------
Fitness model for the Italian interbank money market, G. De Masi, G. Iori. G. Caldarelli, Physical Review E 74, 066112 (2006).
Preferential attachment in the growth of social networks: the Internet encyclopedia Wikipedia, A. Capocci, V.D.P. Servedio, F. Colaiori, L.S. Buriol, D. Donato, S. Leonardi, G. Caldarelli, Physical Review E 74, 036116 (2006).
2005 ---------------------------------------
Detecting communities in large networks, A. Capocci, V.D.P. Servedio, G. Caldarelli, F. Colaiori, Physica A 352, 669-676 (2005).
The Scale-free Topology of Market investments, D. Garlaschelli, S. Battiston, M. Castri. V.D.P. Servedio, G. Caldarelli, Physica A 350, 491-499 (2005).
Food Web Topology, D. Garlaschelli, G. Caldarelli, L. Pietronero, Nature 435, E4 (2005).
The topology of shareholding networks, S. Battiston, D. Garlaschelli and G. Caldarelli, Lecture Notes in Economics and Mathematical Systems 550, 189-199 (2005).
Loop Structure of the Internet at the Autonomous System Level, G. Bianconi, G. Caldarelli, A. Capocci, Physical Review E 71, 066116 (2005).
2004 ---------------------------------------
Vertex Intrinsic Fitness: how to produce arbitrary scale-free networks, V.D.P. Servedio G. Caldarelli, P. Buttà, Physical Review E 70, 056126 (2004).
Assortative model for social networks, M. Catanzaro G. Caldarelli, L. Pietronero, Physical Review E 70, 037101 (2004).
Preferential Exchange: Strengthening Connections in Complex Networks, G. Caldarelli, F. Coccetti and P. De Los Rios, Physical Review E 70, 027102 (2004).
Social Networks growth with assortative mixing, M. Catanzaro, G. Caldarelli, L. Pietronero, Physica A 338, 119-124 (2004).
The Corporate Boards Networks, G. Caldarelli, M. Catanzaro, Physica A 338, 98-106 (2004).
The Statistical features of Drainage Basins in Mars Channel Networks can one guess from the landscape the past presence of water? G. Caldarelli, P. De Los Rios, M. Montuori, V.D.P. Servedio, European Physical Journal B 38, 387-391 (2004).
Networks of equities in financial markets, G. Bonanno, G. Caldarelli, F. Lillo, S. Miccichè, N. Vandewalle, R. N. Mantegna European Physical Journal B 38, 363-372 (2004).
Structure of cycles and local ordering in complex networks, G. Caldarelli, R. Pastor-Satorras, A. Vespignani European Physical Journal B 38, 183-186 (2004).
Virtual Round Table on ten leading questions for network research, L.A.N. Amaral, A. Barrat, A-L. Barabasi, G. Caldarelli, P. De Los Rios, A. Erzan, B. Kahng, R. Mantegna, JFF Mendes, R. Pastor-Satorras, A. Vespignani, European Physical Journal B 38, 143-145 (2004).
Preface on Application of Networks, G. Caldarelli, A. Erzan, A. Vespignani, European Physical Journal B 38, 141 (2004).
The Mathematics of Networks: the structure of Biological and Social Systems, G. Caldarelli, SIAM News 37, 3 (2004).
Emergence of Complexity in Financial Networks, G. Caldarelli, S. Battiston, D. Garlaschelli, M. Catanzaro Lecture Notes in Physics 650, 399-423 (2004).
Widespread Occurrence of the Inverse Square Distribution in Social Sciences and Taxonomy G. Caldarelli, C. Caretta-Cartozo, P. De Los Rios and V.D.P. Servedio Physical Review E 69, 035101(R) (2004).
Community Detection in large networks, A. Capocci, V.D.P. Servedio, G. Caldarelli, F. Colaiori, Lecture Notes in Computer Science 3243, 181-187 (2004).
2003 ---------------------------------------
Dynamic Fracture Model for Acoustic Emission, M. Minozzi, G. Caldarelli, L. Pietronero, S. Zapperi, European Physical Journal B 36, 203 (2003).
Quantitative description and modeling of real networks A. Capocci, G. Caldarelli, P. De Los Rios, Physical Review E 68, 047101 (2003).
Topology of correlation based minimal spanning trees in real and model markets, G. Bonanno, G. Caldarelli F. Lillo, R. Mantegna, Physical Review E 68, 046130 (2003).
Universal Scaling Relations in Food Webs D. Garlaschelli, G. Caldarelli, L. Pietronero, Nature 423, 165 (2003).
Food Web Structure and the evolution of complex networks, G. Caldarelli, D. Garlaschelli, L. Pietronero, Lecture Notes in Physics 625, 148-166 (2003).
2002 ---------------------------------------
A Multi-Layer Model for the Web Graph L. Laura, S. Leonardi, G. Caldarelli, P. De Los Rios, 2nd International Workshop on Web Dynamics, Honolulu (2002).
Scale-free networks from varying vertex intrinsic fitness, G. Caldarelli, A. Capocci, P. De Los Rios, M.A. Muñoz, Physical Review Letters 89, 258702 (2002).
Local Rigidity in Sandpile Models S. Ciliberti, G. Caldarelli, V. Loreto, L. Pietronero, Physical Review E 66, 016133, (2002).
Reply to the comment on Percolation in Real Wildfires G. Caldarelli, R. Frondoni, A. Gabrielli, M. Montuori, R. Retzlaff, C. Ricotta, Europhysics Letters 59, 157 (2002).
Probablistic approach to the Bak Sneppen Model G. Caldarelli, M. Felici, A. Gabrielli, L. Pietronero, Physical Review E 65, 046101 (2002).
2001 ---------------------------------------
Percolation in Real Wildfires G. Caldarelli, R. Frondoni, A. Gabrielli, M. Montuori, R. Retzlaff, C. Ricotta, Europhysics Letters 56, 510 (2001).
Beauty and Distance in the Stable Marriage Problem, G. Caldarelli, A. Capocci, Physica A 300, 325 (2001).
Sex-oriented stable matchings of the marriage problem with correlated and incomplete information, G. Caldarelli, A. Capocci P. Laureti, Physica A 299, 268 (2001).
Growing Dynamics of Internet Providers, A. Capocci, G. Caldarelli, R. Marchetti, L. Pietronero, Physical Review E 64, 35105 (2001).
Fractal growth from Local Instabilities R. Cafiero, G. Caldarelli, Europhysics Letters 54, 187 (2001).
Cold and Warm Swelling of Hydrophobic Polymers P. De Los Rios, G. Caldarelli, Physical Review E 63, 31802 (2001).
Perturbative approach to the Bak and Sneppen Model, M. Felici, G. Caldarelli, A. Gabrielli, L. Pietronero, Physical Review Letters 86, 1896 (2001).
Cellular Models for River Networks G. Caldarelli, Physical Review E 63, 21118 (2001).
Cold and Warm Denaturation of Proteins G. Caldarelli, P. De Los Rios, Journal of Biological Physics 27, 229 (2001).
2000 ---------------------------------------
Angular structure of Lacunarity and Renormalization Group, R.C. Ball, G. Caldarelli, A. Flammini, Physical Review Letters 85, 5134 (2000).
Discretized Diffusion Processes, S. Ciliberti, G. Caldarelli, P. De Los Rios, L. Pietronero Y.-C. Zhang, Physical Review Letters 85, 4848-4851 (2000).
Putting Proteins back into Water P. De Los Rios, G. Caldarelli, Physical Review E 62, 8449 (2000).
Invasion Percolation with Temperature and the Nature of SOC in Real Systems, A. Gabrielli, G. Caldarelli, L. Pietronero, Physical Review E, 62, 7638 (2000).
Damage and Cracks in Thin Mud Layers R. Cafiero, G. Caldarelli, A. Gabrielli, Journals of Physics A 45, 8013 (2000).
The Fractals Properties of Internet, G. Caldarelli, R. Marchetti, L.Pietronero, Europhysics Letters 52, 386 (2000).
Roughness of fracture surfaces, A. Parisi, G. Caldarelli, L. Pietronero, Europhysics Letters 52, 304, (2000).
Self-affine properties of fractures in brittle materials, A. Parisi, G. Caldarelli, Physica A 280, 161-165 (2000).
1999 ---------------------------------------
Critical behaviour in the fracture of disordered media, G. Caldarelli, C. Castellano, A. Petri, Philosophical Magazine B 79, 1939-1944 (1999).
Comment on First Order Transition in the Breakdown of Disordered Media, G. Caldarelli, A.Petri, Physical Review Letters 83, 1483 (1999).
Criticality in Model for Fractures in Disordered Media, G. Caldarelli, C. Castellano, A. Petri, Physica A 270, 15 (1999).
Statistical Properties of Fractures in Damaged Materials, A. Gabrielli, R. Cafiero, G. Caldarelli, Europhysics Letters 45, 13 (1999).
1998 ---------------------------------------
Theory of Boundary Effects in Invasion Percolation A. Gabrielli, R. Cafiero, G. Caldarelli, Journal of Physics A 31, 7429 (1998).
Modelling Coevolution in Multispecies Communities, G. Caldarelli, P. Higgs, A. McKane, Journal of Theoretical Biology 193, 345-358 (1998).
Stationary Self-Organized Fractal Structures in an Open, Dissipative Electrical System M. Marani, J. R. Banavar, G. Caldarelli A. Maritan, A. Rinaldo, Journal of Physics A 31, L337-L343 (1998).
Mean Field Theory for Ordinary and Hot Sandpiles, G. Caldarelli, Physica A 252, 295-307 (1998).
Dynamics of Fractures in Quenched Disordered Media, G. Caldarelli, R. Cafiero, A. Gabrielli, Physical Review E 57, 3878-3885 (1998).
1997 ---------------------------------------
A Prototype Model of Stock Exchange, G. Caldarelli, M. Marsili, Y.-C. Zhang, Europhysics Letters 40, 479-484 (1997).
Scaling in Currency Exchange, S. Galluccio, G. Caldarelli, M. Marsili, Y.-C. Zhang, Physica A 245, 423 (1997).
Surface Effects on Invasion Percolation, R. Cafiero, G. Caldarelli, A. Gabrielli, Physical Review E 56, R1291-R1293 (1997).
Randomly Pinned Landscape Evolution, G. Caldarelli, A. Giacometti, A. Maritan, I. Rodriguez-Iturbe, A. Rinaldo, Physical Review E 55, R4865-R4868 (1997).
1996 ---------------------------------------
Hot Sandpiles, G. Caldarelli, A. Maritan, M. Vendruscolo, Europhysics Letters 35, 481-485 (1996).
Self Organization and Annealed Disorder in Fracturing Processes, G. Caldarelli, F. Di Tolla, A. Petri, Physical Review Letters 77, 2503-2508 (1996).
Branching Processes and Evolution at the Ends of a Food Chain, G. Caldarelli, C. Tebaldi and A. L. Stella, Physical Review Letters 76, 4983-4986 (1996).
Optimal path and Directed Percolation, P. De Los Rios, G. Caldarelli, A. Maritan and F. Seno Physical Review E 53, R2029-R2032 (1996).
Quenched Disorder, Memory and Self Organization M. Marsili, G. Caldarelli and M. Vendruscolo, Physical Review E 53, R13-R16 (1996).
1995 ---------------------------------------
Self Organized Critical Scaling at Surfaces, A. Stella, C. Tebaldi and G. Caldarelli, Physical Review E 52, 72 (1995).
Fixed Scale Transformation Approach for Born Model of Fractures G. Caldarelli and A. Vespignani, Fractals 3, 829 (1995).
Fixed Scale Transformation for Fracture Growth Processes Governed by Vectorial Fields, G. Caldarelli, A. Vespignani and L. Pietronero, Physica A 215, 223 (1995).
1994 ---------------------------------------
Fractal and Topological Properties of Directed Fractures G. Caldarelli, C. Castellano and A. Vespignani, Physical Review E 49, 2673 (1994).