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.

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.

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.

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.

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.

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

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..

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.

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..

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..

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

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