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Giovanni Petri is a Professor at the Network Science Institute, Northeastern University London. With a broad background in theoretical physics and applied mathematics, he has successfully applied his expertise to address various research areas, including network science and higher-order systems, dynamical processes, with a particular focus on neuroimaging, computational neuroscience, and, more recently, artificial intelligence. Alongside these core topics, his research also encompasses the study of group dynamics in social systems, novel methods for parsimonious feature selection, and information-theoretic limits to predicting complex systems. He has collaborated with researchers from diverse disciplines, including mathematicians, physiologists, psychologists, network neuroscientists, epidemiologists, and computer scientists. Giovanni Petri has authored over 50 peer-reviewed articles in high-impact interdisciplinary journals such as Science, Nature Physics, Physical Review Letters, Nature Communications, Neuroimage, and the Journal of Neuroscience. Major contributions include a review and a perspective on higher-order systems, the topological functional structure of altered brain states, a temporal model of simplicial interactions to describe the effects of group interactions in social spreading processes, a graph-theoretic approach to cognitive control to multitasking capacity, and the discovery of the evolutionarily conserved role of oxytocin for social contagion. He guest-edited a special issue of "Network Neuroscience" dedicated to topological applications in brain networks (in collaboration with Prof. M. Kringelbach and Dr. Paul Expert) and co-edited the book "Higher-order Systems" (with Prof. F. Battiston) for the Springer Nature series "Understanding Complex Systems".
Identificação

Identificação pessoal

Nome completo
Giovanni Petri

Nomes de citação

  • Petri, Giovanni

Identificadores de autor

Ciência ID
0319-D788-C2EC
ORCID iD
0000-0003-1847-5031

Telefones

Telemóvel
  • (+39) 3423611429 (Pessoal)

Moradas

  • Corso Inghilterra 3, 10138, Turin, Turin, Itália (Profissional)

Websites

Domínios de atuação

  • Ciências Exatas - Matemática - Matemática Aplicada
  • Ciências Exatas - Física
  • Ciências Médicas e da Saúde - Medicina Básica - Neurociências

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Italiano (Idioma materno)
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Francês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1) Utilizador independente (B2)
Alemão Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B1) Utilizador independente (B2) Utilizador elementar (A2)
Português Utilizador independente (B2) Utilizador proficiente (C1) Utilizador independente (B2) Utilizador proficiente (C1) Utilizador independente (B2)
Formação
Grau Classificação
2008 - 2012
Concluído
PhD Course (Doctor of Philosophy)
Especialização em Complex networks in traffic networks
Imperial College London, Reino Unido
2005 - 2008
Concluído
Fisica Teorica (Laurea Specialistica)
Università degli Studi di Pisa, Itália
2002 - 2005
Concluído
Fisica Generale (Bachelor)
Università degli Studi di Pisa, Itália
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento
Empregador
2022/06 - Atual Investigador principal (carreira) (Investigação) CENTAI SpA, Itália
CENTAI SpA, Itália
2016 - 2022/06 Investigador principal (carreira) (Investigação) Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
2012/03 - 2015/12 Pós-doutorado (Investigação) Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
2013 - 2014 Investigador visitante (Investigação) University of Minnesota - Institute for Mathematics and its applications, Estados Unidos
University of Minnesota, Estados Unidos

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2023/06 - Atual Professor Catedrático (Docente Universitário) Northeastern University London, Reino Unido
Northeastern University London, Reino Unido
Projetos

Bolsa

Designação Financiadores
2016/06 - 2019/06 ADND: Algebraic-topological Detection of neurodegenerative Diseases
ADND Compagnia San Paollo
Investigador responsável
2012/10/01 - 2015/10/01 TOPDRIM: Topology driven Methods for Complex Systems
Bolseiro de Pós-Doutoramento
Concluído
Produções

Publicações

Artigo em conferência
  1. Piaggesi, S.; Panisson, A.; Petri, G.. "Effective Higher-order Link Prediction and Reconstruction from Simplicial Complex Embeddings". 2022.
  2. Campbell, Evan; Phinyomark, Angkoon; Al-Timemy, Ali H.; Khushaba, Rami N.; Petri, Giovanni; Scheme, Erik. "Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control". 2019.
    10.1109/ner.2019.8717161
  3. Özcimder, K.; Dey, B.; Musslick, S.; Petri, G.; Ahmed, N.K.; Willke, T.L.; Cohen, J.D.. "A Formal Approach to Modeling the Cost of Cognitive Control". 2017.
Artigo em revista
  1. Marco Mancastroppa; Iacopo Iacopini; Giovanni Petri; Alain Barrat. "Hyper-cores promote localization and efficient seeding in higher-order processes". Nature Communications (2023): https://doi.org/10.1038/s41467-023-41887-2.
    10.1038/s41467-023-41887-2
  2. Júlia S. Pinho; Vincent Cunliffe; Kyriacos Kareklas; Giovanni Petri; Rui F. Oliveira. "Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation". Communications Biology (2023): https://doi.org/10.1038/s42003-023-04999-5.
    10.1038/s42003-023-04999-5
  3. Nicholas W. Landry; Maxime Lucas; Iacopo Iacopini; Giovanni Petri; Alice Schwarze; Alice Patania; Leo Torres. "XGI: A Python package for higher-order interaction networks". Journal of Open Source Software (2023): https://doi.org/10.21105/joss.05162.
    10.21105/joss.05162
  4. Ibukun Akinrinade; Kyriacos Kareklas; Magda C. Teles; Thais K. Reis; Michael Gliksberg; Giovanni Petri; Gil Levkowitz; Rui F. Oliveira. "Evolutionarily conserved role of oxytocin in social fear contagion in zebrafish". Science (2023): https://doi.org/10.1126/science.abq5158.
    10.1126/science.abq5158
  5. Maxime Lucas; Iacopo Iacopini; Thomas Robiglio; Alain Barrat; Giovanni Petri. "Simplicially driven simple contagion". Physical Review Research (2023): https://doi.org/10.1103/PhysRevResearch.5.013201.
    10.1103/PhysRevResearch.5.013201
  6. Guilherme Ferraz de Arruda; Giovanni Petri; Pablo Martin Rodriguez; Yamir Moreno. "Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs". Nature Communications (2023): https://doi.org/10.1038/s41467-023-37118-3.
    10.1038/s41467-023-37118-3
  7. Andrea Santoro; Federico Battiston; Giovanni Petri; Enrico Amico. "Publisher Correction: Higher-order organization of multivariate time series". Nature Physics (2023): https://doi.org/10.1038/s41567-023-01963-2.
    10.1038/s41567-023-01963-2
  8. Andrea Santoro; Federico Battiston; Giovanni Petri; Enrico Amico. "Higher-order organization of multivariate time series". Nature Physics (2023): https://doi.org/10.1038/s41567-022-01852-0.
    10.1038/s41567-022-01852-0
  9. Celeghin, A.; Borriero, A.; Orsenigo, D.; Diano, M.; Méndez Guerrero, C.A.; Perotti, A.; Petri, G.; Tamietto, M.. "Convolutional neural networks for vision neuroscience: significance, developments, and outstanding issues". Frontiers in Computational Neuroscience 17 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85165202916&partnerID=MN8TOARS.
    10.3389/fncom.2023.1153572
  10. Alexis Arnaudon; Robert L. Peach; Giovanni Petri; Paul Expert. "Connecting Hodge and Sakaguchi-Kuramoto through a mathematical framework for coupled oscillators on simplicial complexes". Communications Physics (2022): https://doi.org/10.1038/s42005-022-00963-7.
    10.1038/s42005-022-00963-7
  11. Guillaume St-Onge; Iacopo Iacopini; Vito Latora; Alain Barrat; Giovanni Petri; Antoine Allard; Laurent Hébert-Dufresne. "Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs". Communications Physics (2022): https://doi.org/10.1038/s42005-021-00788-w.
    10.1038/s42005-021-00788-w
  12. Jacob Billings; Ruxandra Tivadar; Micah M. Murray; Benedetta Franceschiello; Giovanni Petri. "Topological Features of Electroencephalography are Robust to Re-referencing and Preprocessing". Brain Topography (2022): https://doi.org/10.1007/s10548-021-00882-w.
    10.1007/s10548-021-00882-w
  13. Iacopini, I.; Petri, G.; Baronchelli, A.; Barrat, A.. "Group interactions modulate critical mass dynamics in social convention". Communications Physics 5 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126778701&partnerID=MN8TOARS.
    10.1038/s42005-022-00845-y
  14. Scaia, M.F.; Akinrinade, I.; Petri, G.; Oliveira, R.F.. "Sex Differences in Aggression Are Paralleled by Differential Activation of the Brain Social Decision-Making Network in Zebrafish". Frontiers in Behavioral Neuroscience 16 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85125733751&partnerID=MN8TOARS.
    10.3389/fnbeh.2022.784835
  15. Andreas, J.; Beguš, G.; Bronstein, M.M.; Diamant, R.; Delaney, D.; Gero, S.; Goldwasser, S.; et al. "Toward understanding the communication in sperm whales". iScience 25 6 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85131069717&partnerID=MN8TOARS.
    10.1016/j.isci.2022.104393
  16. Ana Rita Nunes; Michael Gliksberg; Susana A. M. Varela; Magda Teles; Einav Wircer; Janna Blechman; Giovanni Petri; Gil Levkowitz; Rui F. Oliveira. "Developmental Effects of Oxytocin Neurons on Social Affiliation and Processing of Social Information". The Journal of Neuroscience (2021): JN--RM--2939--20-JN--RM--2939--20. https://doi.org/10.1523/JNEUROSCI.2939-20.2021.
    10.1523/JNEUROSCI.2939-20.2021
  17. Gianluca Rho; Alejandro Luis Callara; Giovanni Petri; Mimma Nardelli; Enzo Pasquale Scilingo; Alberto Greco; Vilfredo De Pascalis. "Linear and Nonlinear Quantitative EEG Analysis during Neutral Hypnosis following an Opened/Closed Eye Paradigm". Symmetry 13 8 (2021): 1423-1423. https://doi.org/10.3390/sym13081423.
    10.3390/sym13081423
  18. Jean-Gabriel Young; Giovanni Petri; Tiago P. Peixoto. "Hypergraph reconstruction from network data". Communications Physics (2021): https://doi.org/10.1038/s42005-021-00637-w.
    10.1038/s42005-021-00637-w
  19. Giovanni Petri; Sebastian Musslick; Biswadip Dey; Kayhan Özcimder; David Turner; Nesreen K. Ahmed; Theodore L. Willke; Jonathan D. Cohen. "Topological limits to the parallel processing capability of network architectures". Nature Physics 17 5 (2021): 646-651. https://doi.org/10.1038/s41567-021-01170-x.
    10.1038/s41567-021-01170-x
  20. Jacob Billings; Manish Saggar; Jaroslav Hlinka; Shella Keilholz; Giovanni Petri. "Simplicial and topological descriptions of human brain dynamics". Network Neuroscience (2021): 1-32. https://doi.org/10.1162/netn_a_00190.
    10.1162/netn_a_00190
  21. Giovanni Petri; Sebastian Musslick; Biswadip Dey; Kayhan Özcimder; David Turner; Nesreen K. Ahmed; Theodore L. Willke; Jonathan D. Cohen. "Author Correction: Topological limits to the parallel processing capability of network architectures". Nature Physics 17 5 (2021): 659-659. https://doi.org/10.1038/s41567-021-01212-4.
    10.1038/s41567-021-01212-4
  22. Battiston, F.; Amico, E.; Barrat, A.; Bianconi, G.; Ferraz de Arruda, G.; Franceschiello, B.; Iacopini, I.; et al. "The physics of higher-order interactions in complex systems". Nature Physics 17 10 (2021): 1093-1098. http://www.scopus.com/inward/record.url?eid=2-s2.0-85116457224&partnerID=MN8TOARS.
    10.1038/s41567-021-01371-4
  23. Guerra, M.; De Gregorio, A.; Fugacci, U.; Petri, G.; Vaccarino, F.. "Homological scaffold via minimal homology bases". Scientific reports 11 1 (2021): 5355-5355. http://www.scopus.com/inward/record.url?eid=2-s2.0-85102680917&partnerID=MN8TOARS.
    10.1038/s41598-021-84486-1
  24. Federico Battiston; Giulia Cencetti; Iacopo Iacopini; Vito Latora; Maxime Lucas; Alice Patania; Jean-Gabriel Young; Giovanni Petri. "Networks beyond pairwise interactions: Structure and dynamics". Physics Reports 874 (2020): 1-92. https://doi.org/10.1016/j.physrep.2020.05.004.
    10.1016/j.physrep.2020.05.004
  25. de Arruda, Guilherme Ferraz; Petri, Giovanni; Moreno, Yamir. "Social contagion models on hypergraphs". Physical Review Research 2 2 (2020): http://dx.doi.org/10.1103/physrevresearch.2.023032.
    10.1103/physrevresearch.2.023032
  26. de Arruda, Guilherme Ferraz; Petri, Giovanni; Rodrigues, Francisco A.; Moreno, Yamir. "Impact of the distribution of recovery rates on disease spreading in complex networks". Physical Review Research 2 1 (2020): http://dx.doi.org/10.1103/physrevresearch.2.013046.
    10.1103/physrevresearch.2.013046
  27. Samuel V. Scarpino; Giovanni Petri. "On the predictability of infectious disease outbreaks". Nature Communications 10 1 (2019): https://doi.org/10.1038/s41467-019-08616-0.
    10.1038/s41467-019-08616-0
  28. Ibáñez-Marcelo, Esther; Campioni, Lisa; Phinyomark, Angkoon; Petri, Giovanni; Santarcangelo, Enrica L.. "Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability". NeuroImage 200 (2019): 437-449. http://dx.doi.org/10.1016/j.neuroimage.2019.06.044.
    10.1016/j.neuroimage.2019.06.044
  29. Iacopini, Iacopo; Petri, Giovanni; Barrat, Alain; Latora, Vito. "Simplicial models of social contagion". Nature Communications 10 1 (2019): http://dx.doi.org/10.1038/s41467-019-10431-6.
    10.1038/s41467-019-10431-6
  30. Ibáñez-Marcelo, Esther; Campioni, Lisa; Manzoni, Diego; Santarcangelo, Enrica L.; Petri, Giovanni. "Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?". Brain and Behavior (2019): e01277. http://dx.doi.org/10.1002/brb3.1277.
    10.1002/brb3.1277
  31. Patania, Alice; Selvaggi, Pierluigi; Veronese, Mattia; Dipasquale, Ottavia; Expert, Paul; Petri, Giovanni. "Topological gene expression networks recapitulate brain anatomy and function". Network Neuroscience 3 3 (2019): 744-762. http://dx.doi.org/10.1162/netn_a_00094.
    10.1162/netn_a_00094
  32. Geniesse, Caleb; Sporns, Olaf; Petri, Giovanni; Saggar, Manish. "Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis". Network Neuroscience 3 3 (2019): 763-778. http://dx.doi.org/10.1162/netn_a_00093.
    10.1162/netn_a_00093
  33. Expert, Paul; Lord, Louis-David; Kringelbach, Morten L.; Petri, Giovanni. "Editorial: Topological Neuroscience". Network Neuroscience 3 3 (2019): 653-655. http://dx.doi.org/10.1162/netn_e_00096.
    10.1162/netn_e_00096
  34. Petri, Giovanni; Barrat, Alain. "Simplicial Activity Driven Model". Physical Review Letters 121 22 (2018): http://dx.doi.org/10.1103/physrevlett.121.228301.
    10.1103/physrevlett.121.228301
  35. Angkoon Phinyomark; Rami N. Khushaba; Esther Ibáñez-Marcelo; Alice Patania; Erik Scheme; Giovanni Petri. "Navigating features: a topologically informed chart of electromyographic features space". Journal of The Royal Society Interface 14 137 (2017): 20170734-20170734. https://doi.org/10.1098/rsif.2017.0734.
    10.1098/rsif.2017.0734
  36. Angkoon Phinyomark; Esther Ibanez-Marcelo; Giovanni Petri. "Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis". IEEE Transactions on Big Data 3 4 (2017): 415-428. https://doi.org/10.1109/TBDATA.2017.2734883.
    10.1109/TBDATA.2017.2734883
  37. Young, Jean-Gabriel; Petri, Giovanni; Vaccarino, Francesco; Patania, Alice. "Construction of and efficient sampling from the simplicial configuration model". Physical Review E 96 3 (2017): http://dx.doi.org/10.1103/physreve.96.032312.
    10.1103/physreve.96.032312
  38. Patania, Alice; Petri, Giovanni; Vaccarino, Francesco. "The shape of collaborations". EPJ Data Science 6 1 (2017): http://dx.doi.org/10.1140/epjds/s13688-017-0114-8.
    10.1140/epjds/s13688-017-0114-8
  39. Phinyomark, Angkoon; Petri, Giovanni; Ibáñez-Marcelo, Esther; Osis, Sean T.; Ferber, Reed. "Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions". Journal of Medical and Biological Engineering 38 2 (2017): 244-260. http://dx.doi.org/10.1007/s40846-017-0297-2.
    10.1007/s40846-017-0297-2
  40. Patania, Alice; Vaccarino, Francesco; Petri, Giovanni. "Topological analysis of data". EPJ Data Science 6 1 (2017): http://dx.doi.org/10.1140/epjds/s13688-017-0104-x.
    10.1140/epjds/s13688-017-0104-x
  41. Young, J.-G.; Petri, G.; Vaccarino, F.; Patania, A.. "Construction of and efficient sampling from the simplicial configuration model". Physical Review E 96 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85029828746&partnerID=MN8TOARS.
    10.1103/PhysRevE.96.032312
  42. Patania, A.; Petri, G.; Vaccarino, F.. "P-persistent homology of finite topological spaces". Rendiconti del Seminario Matematico 75 2 (2017): 27-45. http://www.scopus.com/inward/record.url?eid=2-s2.0-85065870648&partnerID=MN8TOARS.
  43. Petri, Giovanni. "Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks". Frontiers in Systems Neuroscience 10 147 (2016): 2196-14. http://journal.frontiersin.org/article/10.3389/fnsys.2016.00085/full.
    10.3389/fnsys.2016.00085
  44. Petri, Giovanni. "Persistent homology analysis of phase transitions". Physical Review E 93 5 (2016): 052138-10. http://link.aps.org/doi/10.1103/PhysRevE.93.052138.
    10.1103/PhysRevE.93.052138
  45. Petri, Giovanni. "Unveiling patterns of international communities in a global city using mobile phone data". EPJ Data Science 4 1 (2015): 3-3. http://www.epjdatascience.com/content/4/1/3.
    10.1140/epjds/s13688-015-0041-5
  46. Petri, Giovanni. "Homological scaffolds of brain functional networks". Journal of The Royal Society Interface 11 101 (2014): 20140873-20140873. http://rsif.royalsocietypublishing.org/cgi/doi/10.1098/rsif.2014.0873.
    10.1098/rsif.2014.0873
  47. Petri, Giovanni. "Evolutionary dynamics of time-resolved social interactions". Physical Review E 90 5 (2014): 052825-052825. http://link.aps.org/doi/10.1103/PhysRevE.90.052825.
    10.1103/PhysRevE.90.052825
  48. Petri, G.; Expert, P.. "Temporal stability of network partitions". Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 90 2 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84937017492&partnerID=MN8TOARS.
    10.1103/PhysRevE.90.022813
  49. Binchi, J.; Merelli, E.; Rucco, M.; Petri, G.; Vaccarino, F.. "JHoles: A tool for understanding biological complex networks via clique weight rank persistent homology". Electronic Notes in Theoretical Computer Science 306 (2014): 5-18. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905059504&partnerID=MN8TOARS.
    10.1016/j.entcs.2014.06.011
  50. Petri, Giovanni. "Topological strata of weighted complex networks". PloS One 8 6 (2013): e66506 EP---e66506 EP--. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0066506.
    doi:10.1371/journal.pone.0066506
  51. Petri, G.; Expert, P.; Jensen, H.J.; Polak, J.W.. "Entangled communities and spatial synchronization lead to criticality in urban traffic". Scientific Reports 3 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84877768927&partnerID=MN8TOARS.
    10.1038/srep01798
  52. Petri, Giovanni. "Understanding mobility in a social petri dish". Scientific Reports 2 (2012): 1-6. http://124.65.176.186/nature/production/SREP-12-01392-T-777af77e-b6a8-41a6-b73e-c70226d6b88c.pdf.
    10.1038/srep00457
  53. Petri, Giovanni. "Global and local information in traffic congestion". EPL (Europhysics Letters) 88 2 (2009): 20010-20010. http://iopscience.iop.org/article/10.1209/0295-5075/88/20010.
    10.1209/0295-5075/88/20010
Capítulo de livro
  1. Expert, P.; Petri, G.. "Higher-Order Description of Brain Function". 401-415. 2022.
    10.1007/978-3-030-91374-8_17
  2. Petri, G.; Scolamiero, M.; Donato, I.; Vaccarino, F.. "Networks and cycles: A persistent homology approach to complex networks". 93-99. 2013.
    10.1007/978-3-319-00395-5_15
  3. Donato, I.; Petri, G.; Scolamiero, M.; Rondoni, L.; Vaccarino, F.. "Decimation of fast states and weak nodes: Topological variation via persistent homology". 295-301. 2013.
    10.1007/978-3-319-00395-5_39
Livro
  1. Battiston, F.; Petri, G.. Preface. 2022.
Pré-impressão
  1. Giovanni Petri; Sebastian Musslick; Jonathan D. Cohen. "An Information-Theoretic Approach to Reward Rate Optimization in the Tradeoff Between Controlled and Automatic Processing in Neural Network Architectures". 2023. https://doi.org/10.1101/2023.09.18.558214.
    10.1101/2023.09.18.558214
  2. Andrea Santoro; Federico Battiston; Maxime Lucas; Giovanni Petri; Enrico Amico. "Higher-order connectomics of human brain function reveals local topological signatures of task decoding, individual identification, and behavior". 2023. https://doi.org/10.1101/2023.12.04.569913.
    10.1101/2023.12.04.569913
  3. Benedetta Franceschiello; Simone Rumac; Tom Hilbert; Matthias Nau; Martyna Dziadosz; Giulio Degano; Christopher W. Roy; et al. "Hi-Fi fMRI: High-resolution, fast-sampled and sub-second whole-brain functional MRI at 3T in humans". 2023. https://doi.org/10.1101/2023.05.13.540663.
    10.1101/2023.05.13.540663
  4. "Homological Scaffold via Minimal Homology Bases". 2020.
  5. "Simplex2Vec embeddings for community detection in simplicial complexes". 2019.

Outros

Outra produção
  1. Extracting the Multiscale Causal Backbone of Brain Dynamics. 2023. D'Acunto, G.; Bonchi, F.; De Francisci Morales, G.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85178411093&partnerID=MN8TOARS.
    10.48550/arXiv.2311.00118
  2. Hyper-cores promote localization and efficient seeding in higher-order processes. 2023. Mancastroppa, M.; Iacopini, I.; Petri, G.; Barrat, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85146535187&partnerID=MN8TOARS.
    10.48550/arXiv.2301.04235
  3. A unified framework for Simplicial Kuramoto models. 2023. Nurisso, M.; Arnaudon, A.; Lucas, M.; Peach, R.L.; Expert, P.; Vaccarino, F.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85163135857&partnerID=MN8TOARS.
  4. Social learning across symbolic cultural barriers in non-human cultures. 2023. Leitao, A.; Lucas, M.; Poetto, S.; Hersh, T.A.; Gero, S.; Gruber, D.; Bronstein, M.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85165916289&partnerID=MN8TOARS.
  5. Deeper but smaller: Higher-order interactions increase linear stability but shrink basins. 2023. Zhang, Y.; Skardal, P.S.; Battiston, F.; Petri, G.; Lucas, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85173992943&partnerID=MN8TOARS.
    10.48550/arXiv.2309.16581
  6. Simplicially driven simple contagion. 2022. Lucas, M.; Iacopini, I.; Robiglio, T.; Barrat, A.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85133513148&partnerID=MN8TOARS.
    10.48550/arXiv.2206.07645
  7. Entropy-based random models for hypergraphs. 2022. Saracco, F.; Petri, G.; Lambiotte, R.; Squartini, T.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85135615212&partnerID=MN8TOARS.
    10.48550/arXiv.2207.12123
  8. Mesoscopic patterns of functional connectivity alterations in autism by contrast subgraphs. 2022. Lanciano, T.; Petri, G.; Gili, T.; Bonchi, F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85147406017&partnerID=MN8TOARS.
    10.1101/2022.11.19.517174
  9. Unveiling the higher-order organization of multivariate time series. 2022. Santoro, A.; Battiston, F.; Petri, G.; Amico, E.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170902884&partnerID=MN8TOARS.
    10.48550/arxiv.2203.10702
  10. Group interactions modulate critical mass dynamics in social convention. 2021. Iacopini, I.; Petri, G.; Baronchelli, A.; Barrat, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170896686&partnerID=MN8TOARS.
    10.48550/arxiv.2103.10411
  11. Multistability, intermittency and hybrid transitions in social contagion models on hypergraphs. 2021. de Arruda, G.F.; Petri, G.; Rodriguez, P.M.; Moreno, Y.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169276852&partnerID=MN8TOARS.
    10.48550/arxiv.2112.04273
  12. Social and asocial learning in zebrafish are encoded by a shared brain network that is differentially modulated by local activation. 2021. Pinho, J.; Cunliffe, V.; Petri, G.; Oliveira, R.F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85119866114&partnerID=MN8TOARS.
    10.1101/2021.10.12.464038
  13. Influential groups for seeding and sustaining nonlinear contagion in heterogeneous hypergraphs. 2021. St-Onge, G.; Iacopini, I.; Latora, V.; Barrat, A.; Petri, G.; Allard, A.; Hébert-Dufresne, L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169194195&partnerID=MN8TOARS.
    10.48550/arxiv.2105.07092
  14. Oxytocin regulation of social transmission of fear in zebrafish reveals its evolutionary conserved role in emotional contagion. 2021. Akinrinade, I.; Kareklas, K.; Gliksberg, M.; Petri, G.; Levkowitz, G.; Oliveira, R.F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85119846930&partnerID=MN8TOARS.
    10.1101/2021.10.06.463413
  15. Connecting Hodge and Sakaguchi-Kuramoto: a mathematical framework for coupled oscillators on simplicial complexes. 2021. Arnaudon, A.; Peach, R.L.; Petri, G.; Expert, P.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85132499565&partnerID=MN8TOARS.
    10.48550/arXiv.2111.11073
  16. Cetacean translation initiative: A roadmap to deciphering the communication of sperm whales. 2021. Andreas, J.; Beguš, G.; Bronstein, M.M.; Diamant, R.; Delaney, D.; Gero, S.; Goldwasser, S.; et al. http://www.scopus.com/inward/record.url?eid=2-s2.0-85106366540&partnerID=MN8TOARS.
  17. Developmental effects of oxytocin neurons on social affiliation and processing of social information. 2020. Ana Rita Nunes; Michael Gliksberg; Susana A.M. Varela; Magda Teles; Einav Wircer; Janna Blechman; Giovanni Petri; Gil Levkowitz; Rui F. Oliveira. https://doi.org/10.1101/2020.10.08.330993.
    10.1101/2020.10.08.330993
  18. Topological Features of Electroencephalography are Reference-Invariant. 2020. Jacob Billings; Ruxandra Tivadar; Micah M. Murray; Benedetta Franceschiello; Giovanni Petri. https://doi.org/10.1101/2020.09.25.311829.
    10.1101/2020.09.25.311829
  19. Simplicial and Topological Descriptions of Human Brain Dynamics. 2020. Jacob Billings; Manish Saggar; Jaroslav Hlinka; Shella Keilholz; Giovanni Petri. https://doi.org/10.1101/2020.09.06.285130.
    10.1101/2020.09.06.285130
  20. Hypergraph reconstruction from network data. 2020. Young, J.-G.; Petri, G.; Peixoto, T.P.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169943214&partnerID=MN8TOARS.
    10.48550/arxiv.2008.04948
  21. Homological scaffold via minimal homology bases. 2020. Guerra, M.; Gregorio, A.D.; Fugacci, U.; Petri, G.; Vaccarino, F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169284230&partnerID=MN8TOARS.
    10.48550/arxiv.2004.11606
  22. Networks beyond pairwise interactions: Structure and dynamics. 2020. Battiston, F.; Cencetti, G.; Iacopini, I.; Latora, V.; Lucas, M.; Patania, A.; Young, J.-G.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169735253&partnerID=MN8TOARS.
    10.48550/arxiv.2006.01764
  23. Simplex2Vec embeddings for community detection in simplicial complexes. 2019. Billings, J.C.W.; Hu, M.; Lerda, G.; Medvedev, A.N.; Mottes, F.; Onicas, A.; Santoro, A.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170796505&partnerID=MN8TOARS.
    10.48550/arxiv.1906.09068
  24. Social contagion models on hypergraphs. 2019. de Arruda, G.F.; Petri, G.; Moreno, Y.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85171223087&partnerID=MN8TOARS.
    10.48550/arxiv.1909.11154
  25. Simplicial models of social contagion. 2018. Iacopini, I.; Petri, G.; Barrat, A.; Latora, V.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85171095312&partnerID=MN8TOARS.
    10.48550/arxiv.1810.07031
  26. Impact of the distribution of recovery rates on disease spreading in complex networks. 2018. de Arruda, G.F.; Petri, G.; Rodrigues, F.A.; Moreno, Y.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85171109726&partnerID=MN8TOARS.
    10.48550/arxiv.1812.04734
  27. Simplicial activity driven model. 2018. Petri, G.; Barrat, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170786397&partnerID=MN8TOARS.
    10.48550/arxiv.1805.06740
  28. Spectral and topological analysis of the cortical representation of the head position: does hypnotizability matter?. 2018. Ibáñez-Marcelo, E.; Campioni, L.; Manzoni, D.; Santarcangelo, E.L.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095546650&partnerID=MN8TOARS.
    10.1101/442053
  29. Topological gene-expression networks recapitulate brain anatomy and function. 2018. Patania, A.; Selvaggi, P.; Veronese, M.; Dipasquale, O.; Expert, P.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095624533&partnerID=MN8TOARS.
    10.1101/476382
  30. Topology highlights mesoscopic functional equivalence between imagery and perception. 2018. Ibáñez-Marcelo, E.; Campioni, L.; Phinyomark, A.; Petri, G.; Santarcangelo, E.L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095629658&partnerID=MN8TOARS.
    10.1101/268383
  31. On the predictability of infectious disease outbreaks. 2017. Scarpino, S.V.; Petri, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170949511&partnerID=MN8TOARS.
    10.48550/arxiv.1703.07317
  32. A formal approach to modeling the cost of cognitive control. 2017. Özcimder, K.; Dey, B.; Musslick, S.; Petri, G.; Ahmed, N.K.; Willke, T.L.; Cohen, J.D.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169970514&partnerID=MN8TOARS.
    10.48550/arxiv.1706.00085
  33. Construction of and efficient sampling from the simplicial configuration model. 2017. Young, J.-G.; Petri, G.; Vaccarino, F.; Patania, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169493081&partnerID=MN8TOARS.
    10.48550/arxiv.1705.10298
  34. Universal limits to parallel processing capability of network architectures. 2017. Petri, G.; Musslick, S.; Dey, B.; Özcimder, K.; Ahmed, N.K.; Willke, T.; Cohen, J.D.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169864650&partnerID=MN8TOARS.
    10.48550/arxiv.1708.03263
Atividades

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2018 - Atual Computational techniques for persistent homology
Coorientador
Algebraic Topology (Doutoramento)
Politecnico di Torino, Itália
2014 - 2017 Simplicial data analysis: theory, practice and algorithms
Coorientador de Alice Patania
Algebraic Topology (Doutoramento)
Politecnico di Torino, Itália

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação)
Instituição / Organização
2019/02 - Atual TDA crash course: theory and practice for ML applications (2019/02)
Oficina (workshop) (Coorganizador)
École Polytechnique Fédérale de Lausanne, Suiça
2016/07 - Atual Algebraic Topology: Methods, Computation, & Science (2016/07)
Conferência (Membro da Comissão Organizadora)
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
2014 - Atual Databeers Torino - bi-monthly data science outreach meetings (2014)
Seminário (Membro da Comissão Organizadora)
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Itália
2014 - 2016 CCS warm up school (2014 - 2016)
Oficina (workshop) (Coorganizador)

Participação em evento

Descrição da atividade
Tipo de evento
Nome do evento
Instituição / Organização
2010 - Atual Santa Fe Complex Systems Summer School
Outro
Santa Fe Complex Systems Summer School
Santa Fe Institute, Estados Unidos

Arbitragem científica em conferência

Nome da conferência Local da conferência
2016 - Atual Complex Networks
2014 - Atual CompleNet
2013 - Atual Netsci
2013 - Atual Conference on Complex Systems
2020 - 2021 International ACM Conference on Web Science
2011 - 2013 European Conference on Complex Systems

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2010 - 2012 Social Network Analysis (Bachelor) Queen Mary University of London School of Business and Management, Reino Unido
2010 - 2012 Coordination and Social Dynamics (Bachelor) Queen Mary University of London School of Business and Management, Reino Unido

Entrevista / Programa (rádio / tv)

Programa Tema
2020/04/07 - Atual Eulero Brain and topological data analysis

Membro de associação

Nome da associação Tipo de participação
2010 - Atual Complex Systems Society

Membro de comissão

Descrição da atividade
Tipo de participação
Instituição / Organização
2020 - 2022 Executive Council of the Complex Systems Society
Membro
Complex Systems Society, França
2016 - 2018 CCS Steering Committee
Membro
Complex Systems Society, França
2015 - 2017 Secretary of the "Young Researchers of the Complex Systems Society" Advisory Board
Outro
Complex Systems Society, França
Distinções

Prémio

2020 OHBM Best paper Award
Organization for Human Brain Mapping, Estados Unidos
2014 CSS service award
Complex Systems Society, França
2011 HPC-Europe fellowship
European Commission Seventh Framework Programme for Research and Technological Development Science in Society, Bélgica
2010 IDEA League Fellowship
Imperial College London, Reino Unido
2005 Summer Student Research Award
Stanford Linear Accelerator Center, Estados Unidos