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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".
Identification

Personal identification

Full name
Giovanni Petri

Citation names

  • Petri, Giovanni

Author identifiers

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

Telephones

Mobile phone
  • (+39) 3423611429 (Personal)

Addresses

  • Corso Inghilterra 3, 10138, Turin, Turin, Italy (Professional)

Websites

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
  • Exact Sciences - Physical Sciences
  • Medical and Health Sciences - Basic Medicine - Neurosciences

Languages

Language Speaking Reading Writing Listening Peer-review
Italian (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
French Advanced (C1) Advanced (C1) Intermediate (B1) Advanced (C1) Upper intermediate (B2)
German Upper intermediate (B2) Upper intermediate (B2) Intermediate (B1) Upper intermediate (B2) Elementary (A2)
Portuguese Upper intermediate (B2) Advanced (C1) Upper intermediate (B2) Advanced (C1) Upper intermediate (B2)
Education
Degree Classification
2008 - 2012
Concluded
PhD Course (Doctor of Philosophy)
Major in Complex networks in traffic networks
Imperial College London, United Kingdom
2005 - 2008
Concluded
Fisica Teorica (Laurea Specialistica)
Università degli Studi di Pisa, Italy
2002 - 2005
Concluded
Fisica Generale (Bachelor)
Università degli Studi di Pisa, Italy
Affiliation

Science

Category
Host institution
Employer
2022/06 - Current Principal Investigator (Research) CENTAI SpA, Italy
CENTAI SpA, Italy
2016 - 2022/06 Principal Investigator (Research) Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
2012/03 - 2015/12 Postdoc (Research) Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
2013 - 2014 Visiting Researcher (Research) University of Minnesota - Institute for Mathematics and its applications, United States
University of Minnesota, United States

Teaching in Higher Education

Category
Host institution
Employer
2023/06 - Current Full Professor (University Teacher) Northeastern University London, United Kingdom
Northeastern University London, United Kingdom
Projects

Grant

Designation Funders
2016/06 - 2019/06 ADND: Algebraic-topological Detection of neurodegenerative Diseases
ADND Compagnia San Paollo
Principal investigator
2012/10/01 - 2015/10/01 TOPDRIM: Topology driven Methods for Complex Systems
Post-doc Fellow
Concluded
Outputs

Publications

Book
  1. Battiston, F.; Petri, G.. Preface. 2022.
Book chapter
  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
Conference paper
  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.
Journal article
  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
Preprint
  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.

Other

Other output
  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
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2018 - Current Computational techniques for persistent homology
Co-supervisor
Algebraic Topology (PhD)
Politecnico di Torino, Italy
2014 - 2017 Simplicial data analysis: theory, practice and algorithms
Co-supervisor of Alice Patania
Algebraic Topology (PhD)
Politecnico di Torino, Italy

Event organisation

Event name
Type of event (Role)
Institution / Organization
2019/02 - Current TDA crash course: theory and practice for ML applications (2019/02)
Workshop (Co-organisor)
École Polytechnique Fédérale de Lausanne, Switzerland
2016/07 - Current Algebraic Topology: Methods, Computation, & Science (2016/07)
Conference (Member of the Organising Committee)
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
2014 - Current Databeers Torino - bi-monthly data science outreach meetings (2014)
Seminar (Member of the Organising Committee)
Fondazione ISI - Istituto per l'lnterscambio Scientifico, Italy
2014 - 2016 CCS warm up school (2014 - 2016)
Workshop (Co-organisor)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2010 - Current Santa Fe Complex Systems Summer School
Other
Santa Fe Complex Systems Summer School
Santa Fe Institute, United States

Association member

Society Organization name Role
2010 - Current Complex Systems Society

Committee member

Activity description
Role
Institution / Organization
2020 - 2022 Executive Council of the Complex Systems Society
Member
Complex Systems Society, France
2016 - 2018 CCS Steering Committee
Member
Complex Systems Society, France
2015 - 2017 Secretary of the "Young Researchers of the Complex Systems Society" Advisory Board
Other
Complex Systems Society, France

Conference scientific committee

Conference name Conference host
2016 - Current Complex Networks
2014 - Current CompleNet
2013 - Current Netsci
2013 - Current Conference on Complex Systems
2020 - 2021 International ACM Conference on Web Science
2011 - 2013 European Conference on Complex Systems

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2010 - 2012 Social Network Analysis (Bachelor) Queen Mary University of London School of Business and Management, United Kingdom
2010 - 2012 Coordination and Social Dynamics (Bachelor) Queen Mary University of London School of Business and Management, United Kingdom

Interview (tv / radio show)

Program Topic
2020/04/07 - Current Eulero Brain and topological data analysis
Distinctions

Award

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