Publications

M. Nurisso, A. Arnaudon, M. Lucas, R. L. Peach, P. Expert, F. Vaccarino, G. Petri (2023). A unified framework for Simplicial Kuramoto models. Arxiv.

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I. Akinrinade, K. Kareklas, M. Gliksberg, G. Petri, G. Levkowitz, R. Oliveira (2023). Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish. Science.

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G. Ferraz de Arruda, G. Petri, P.M. Rodriguez, Y. Moreno (2023). Multistability, intermittency and hybrid transitions in social contagion models on hypergraphs. Nat. Comms..

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S. Piaggesi, A Panisson, G.Petri (2023). Effective Higher-Order Link Prediction and Reconstruction From Simplicial Complex Embeddings.

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M. Mancastroppa, I. Iacopini, G. Petri, A. Barrat (2023). Hyper-cores promote localization and efficient seeding in higher-order processes. Arxiv.

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A. Santoro, F Battiston, G. Petri, E. Amico (2023). Higher-order organization of multivariate time series. Nat. Phys..

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A. Arnaudon, R.L Peach, G. Petri, P. Expert (2022). Connecting Hodge and Sakaguchi-Kuramoto: a mathematical framework for coupled oscillators on simplicial complexes. Comms. Phys..

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A.R. Nunes, M. Gliksberg, S.A.M. Varela, M. Teles, E. Wircer, J. Blechman, G. Petri, G. Levkowitz, R.F. Oliveira (2021). Developmental effects of oxytocin neurons on social affiliation and processing of social information. JNEUROSCI.

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J. Pinho, V.T. Cunliffe, G. Petri, R. Oliveira (2021). Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation. bioArxiv.

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F. Battiston, E. Amico, A. Barrat, G. Bianconi, G. Ferraz de Arruda, B. Franceschiello, I. Iacopini, S. Kéfi, V. Latora, Y. Moreno, M.M. Murray, T.P. Peixoto, F. Vaccarino, G. Petri (2021). The physics of higher-order interactions in complex systems. Nat. Phys..

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G. Rho, A.L. Callara, G. Petri, M. Nardelli, E.P. Scilingo, A. Greco, V. De Pascalis (2021). Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm. Symmetry.

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J.G. Young, G. Petri, T. Peixoto (2021). Hypergraph reconstruction from network data. Nat Comm Phys.

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G. St-Onge, I. Iacopini, V. Latora, A. Barrat, G. Petri, A. Allard, L. Hébert-Dufresne (2021). Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs. Arxiv.

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G. Petri, S. Musslick, B. Dey, K. Ozcimder, D. Turner, N.K. Ahmedd, T.L. Willke, J.D. Cohen (2021). Topological limits to the parallel processing capability of network architectures. Nat. Phys..

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J. Billings, M. Saggar, J. Hlinka, S. Keilholz, G. Petri (2021). Simplicial and Topological Descriptions of Human Brain Dynamics. Net. Neuro..

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F. Battiston, G. Cencetti, I. Iacopini, V. Latora, M. Lucas, A. Patania, J.G. Young, G. Petri (2020). Networks beyond pairwise interactions: structure and dynamics . Phys. Rep..

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M. Guerra, A. De Gregorio, U. Fugacci, G. Petri, F. Vaccarino (2020). Homological Scaffold via Minimal Homology Bases. Arxiv.

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G.F.de Arruda, G. Petri, Y. Moreno (2020). Social contagion models on hypergraphs. PRR.

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G.F. de Arruda, G. Petri, F. A. Rodrigues, Y. Moreno (2020). Impact of the distribution of recovery rates on disease spreading in complex networks. PRR.

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E. Ibañez-Marcelo, L. Campioni, A. Phyniomark, G. Petri, E.L. Santarcangelo (2019). Topology highlights mesoscopic functional equivalence between imagery and perception. NIMG.

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I. Iacopini, G. Petri, A. Barrat, V. Latora (2019). Simplicial Models of social Contagion. Nat. Comms..

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C. Geniesse, O. Sporns, G. Petri, M. Saggar (2019). Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis. Net. Neuro..

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A. Patania, P. Selvaggi, M. Veronese, O. Di Pasquale, P. Expert, G. Petri (2019). Topological gene-expression networks recapitulate brain anatomy and function. Net. Neuro..

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E. Ibanez-Marcelo, L. Campioni, D. Manzoni, E. L. Santarcangelo, G. Petri (2019). Spectral and topological analysis of the cortical representation of the head position: does hypnotizability matter?. Brain&Bev.

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SV Scarpino, G Petri (2019). On the predictability of infectious disease outbreaks. In Nat. Comms..

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Guilherme Ferraz de Arruda, Giovanni Petri, Francisco A. Rodrigues, Yamir Moreno (2018). Impact of the distribution of recovery rates on disease spreading in complex networks. arXiv.

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Giovanni Petri, Alain Barrat (2018). Simplicial Activity Driven Model. PRL.

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A. Phinyomark, R.N. Khushaba, E. Ibáñez-Marcelo, A. Patania, E. Scheme, G. Petri (2017). Navigating features: a topologically informed chart of electromyographic features space. In JRS Interface.

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A. Phinyomark, E. Ibañez-Marcelo, G. Petri (2017). Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis. In IEEE Trans Big Data.

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A. Patania, G. Petri, F. Vaccarino (2017). The shape of collaborations. In EPJ Data Science.

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A. Phinyomark, G. Petri, E. Ibanez-Marcelo, S. T. Osis, R. Ferber (2017). Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions. In J. Med. Bio. Eng..

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J.G. Young, G. Petri, F. Vaccarino, A. Patania (2017). Construction of and efficient sampling from the simplicial configuration model. In Physical Review E.

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A. Patania, F. Vaccarino, G. Petri (2017). Topological analysis of data [editorial]. In EPJ Data Science.

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L.D. Lord, P. Expert, H.M. Fernandes, G. Petri, T.J. Van Hartevelt, F. Vaccarino, G. Deco, F. Turkheimer, M. L. Kringelbach1 (2016). Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks. In Fron. Sys. Neuro..

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I. Donato, M. Gori, M. Pettini, G. Petri, S. de Nigris, R. Franzosi, F. Vaccarino (2016). Persistent homology analysis of phase transitions. In PRE.

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P. Bajardi, M. Delfino, A. Panisson, G. Petri, M. Tizzoni (2015). Unveiling patterns of international communities in a global city using mobile phone data. In EPJ DS.

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G. Petri, P. Expert, F. Turkheimer, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Vaccarino (2014). Homological scaffolds of brain functional networks. In JRS Int..

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J. Binchi, E. Merelli, M. Rucco, G. Petri, F. Vaccarino (2014). jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology. In Elec. Notes in Th. Comp. Sci..

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G. Petri, M. Scolamiero, I. Donato, F. Vaccarino (2013). Topological strata of weighted complex networks. In PLoS ONE.

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