People
Nicola Perra
FellowQueen Mary University of London
FellowQueen Mary University of London
Publications
Real-time estimates of the emergence and dynamics of SARS-CoV-2 variants of concern: A modeling approach
Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore Y Piontti, Marco Ajelli, Alessandro Vespignani, Nicola Perra
Epidemics 100805 (2024)
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian citiesgo
Nicolò Gozzi, Niccolò Comini, Nicola Perra
EPJ Data Science13, 69 (2024)
Generalized contact matrices allow integrating socioeconomic variables into epidemic models
Adriana Manna, Lorenzo Dall'Amico, Michele Tizzoni, Márton Karsai, Nicola Perra
Science Advances10, 41, (2024)
A multiscale modeling framework for Scenario Modeling: Characterizing the heterogeneity of the COVID-19 epidemic in the US
Matteo Chinazzi, Jessica T. Davis, Ana Pastore Y Piontti, Kunpeng Mu, Nicolò Gozzi, Marco Ajelli, Nicola Perra, Alessandro Vespignani
Epidemics47, 100757 (2024)
Modeling teams performance using deep representational learning on graphs
Francesco Carli, Pietro Foini, Nicolò Gozzi, Nicola Perra, Rossano Schifanella
EPJ Data Science13(7), (2024)
Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey
Alessandro De Gaetano, Paolo Bajardi, Nicolò Gozzi, Nicola Perra, Daniela Perrotta, Daniela Paolotti
Journal of Medical Internet Research (JMIR)25, e47563 (2023)
Modeling self-propagating malware with epidemiological models
Alesia Chernikova, Nicolò Gozzi, Nicola Perra, Simona Boboila, Tina Eliassi-Rad, Alina Oprea
Applied Network Science8, 52 (2023)
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador
Nicolò Gozzi, Niccolò Comini, Nicola Perra
EPJ Data Science12, 18 (2023)
Estimating the impact of COVID-19 vaccine inequities: a modeling study
Nicolò Gozzi, Matteo Chinazzi, Natalie E. Dean, Ira M. Longini Jr, M. Elizabeth Halloran, Nicola Perra, Alessandro Vespignani
Nature Communications14, 3272 (2023)
Cyber Network Resilience Against Self-Propagating Malware Attacks
Alesia Chernikova, Nicolò Gozzi, Simona Boboila, Priyanka Angadi, John Loughner, Matthew Wilden, Nicola Perra, Tina Eliassi-Rad, Alina Oprea
Computer Security – ESORICS 2022, LNCS13554, 531–550 (2022)
Anatomy of the first six months of COVID-19 vaccination campaign in Italy
Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Ana Pastore Y Piontti, Marco Ajelli, Nicola Perra, Alessandro Vespignani
PLoS Computational Biology18(5), e1010146 (2021)
Addressing the socioeconomic divide in computational modeling for infectious diseases
Michele Tizzoni, Elaine O. Nsoesie, Laetitia Gauvin, Márton Karsai, Nicola Perra, Shweta Bansal
Nature Communication13, 2897 (2022)
Infodemics: A new challenge for public health
Sylvie C. Briand, Matteo Cinelli, Tim Nguyen, Rosamund Lewis, Dimitri Prybylski, Carlo M. Valensise, Vittoria Colizza, Alberto Eugenio Tozzi, Nicola Perra, Andrea Baronchelli, Michele Tizzoni, Fabiana Zollo, Antonio Scala, Tina Purnat, Christine Czerniak, Adam Kucharski, Akhona Tshangela, Lei Zhou, Walter Quattrociocchi
Cell184, 25, 6010-6014 (2021)
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave
Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore Y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr, M. Elizabeth Halloran, Cécile Viboud, Alessandro Vespignani
Nature600, 127–132 (2021)
The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
Nicolò Gozzi, Paolo Bajardi, Nicola Perra
PLoS Computational Biology17(9), e1009346 (2021)
Self-initiated behavioral change and disease resurgence on activity-driven networks
Nicolò Gozzi, Martina Scudeler, Daniela Paolotti, Andrea Baronchelli, Nicola Perra
Physical Review E104, 014307 (2021)
Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile
Nicolò Gozzi, Michele Tizzoni, Matteo Chinazzi, Leonardo Adrian Ferres, Alessandro Vespignani, Nicola Perra
Nature Communications12, 2429 (2021)
Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis
Nicolò Gozzi, Michele Tizzani, Michele Starnini, Fabio Ciulla, Daniela Paolotti, André Panisson, Nicola Perra
Journal of Medical Internet Research22(10), e21597 (2020)
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
Nicolò Gozzi, Daniela Perrotta, Daniela Paolotti, Nicola Perra
PLoS Computational Biology16(5), e1007879 (2020)
Phase transitions in information spreading on structured populations
Jessica T. Davis, Nicola Perra, Qian Zhang, Yamir Moreno, Alessandro Vespignani
Nature Physics16, 590–596 (2020)
Explore with caution: mapping the evolution of scientific interest in Physics
Yamir Moreno, Alberto Aleta, Sandro Meloni, Nicola Perra
EPJ Data Science8:27, 1-15 (2019)
Spreading of computer viruses on time-varying networks
Yamir Moreno, Tobias Brett, G. Loukas, Nicola Perra
Physical Review E99, 050303, (2019)
Charting the Next Pandemic: Modeling Infectious Disease Spreading in the Data Science Age
Ana Pastore Y Piontti, Nicola Perra, Luca Rossi, Nicole Samay, Alessandro Vespignani, Corrado Gioannini, Marcelo F. C. Gomes, Bruno Gonçalves
Springer Cham XVI, 209 (2018)
Resilience management during large-scale epidemic outbreaks
Alessandro Vespignani, Emanuele Massaro, Nicola Perra, Alexander Ganin
Scientific Reports8 / 1859, (2018)
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative Approaches
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Madhav V Marathe, Andre T Nguyen, Mauricio Santillana, Samarth Swarup, Anil Kumar Vullikanti, Mandi L Wilson, Shuyu Chu, Achla Marathe, Daniela Perrotta, Qian Zhang, Nicola Perra, John S. Brownstein
JMIR Public Health and Surveillance3, No 4 Oct-Dec, (2017)
Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease Model
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Daniela Perrotta, Qian Zhang, Nicola Perra
Proceeding of the 26th International Conference on World Wide Web (WWW) 311 (2017)
Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocation
Enrico Ubaldi, Nicola Perra, Márton Karsai, Alessandro Vezzani, Raffaella Burioni, Alessandro Vespignani
Scientific Reports6:35724, (2016)
Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobility
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
BMC Medicine7:45, (2009)
Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic model
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
Public Library of Science Currents: Influenza.RRN1129, (2009)
The dynamics of information-driven coordination phenomena: A transfer entropy analysis
Alessandro Vespignani, Yamir Moreno, Sandra González-Bailón,, Bruno Gonçalves, Nicola Perra, J. Borge-Holthoefer, Alex Arenas
Science Advances2, 4, (2016)
Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook Platform
Alessandro Vespignani, Daniela Paolotti, Marco Quaggiotto, Corrado Gioannini, Michele Tizzoni, Daniela Perrotta, Qian Zhang, Nicola Perra
Lecture Notes in Computer Science9286, 237-240 (2015)
The Scaling of Human Contacts and Epidemic Processes in Metapopulation Networks
Michele Tizzoni, Kaiyuan Sun, Diego Benusiglio, Márton Karsai, Nicola Perra
Scientific Reports5/15111, (2015)
Characterizing scientific production and consumption in Physics
Alessandro Vespignani, Bruno Gonçalves, Qian Zhang, Fabio Ciulla, Nicola Perra
Scientific Reports3, 1640 (2013)
Damage detection via shortest-path network sampling
Alessandro Vespignani, Fabio Ciulla, Nicola Perra, Andrea Baronchelli
Phys. Rev. E052816, (2014)
The infection tree of global epidemics
Ana Pastore Y Piontti, Marcelo Ferreira da Costa Gomes, Nicole Samay, Nicola Perra, Alessandro Vespignani, Luciano da Fontoura Costa
Network Science2,1, 132 - 137 (2014)
Controlling Contagion Processes in Activity Driven Networks
Suyu Liu, Nicola Perra, Márton Karsai, Alessandro Vespignani
Physical Review Letters112/118702, (2014)
Controlling Contagion Processes in Time-Varying Networks
Suyu Liu, Nicola Perra, Márton Karsai, Alessandro Vespignani
Bulletin of the APS, March Meeting 201459,1, (2014)
Walking and searching in time-varying networks
Alessandro Vespignani, Romualdo Pastor-Satorras, Bruno Gonçalves, Delia Mocanu, Nicola Perra, Andrea Baronchelli
American Physical Society58, (2013)
Time varying networks and the weakness of strong ties
Márton Karsai, Nicola Perra, Alessandro Vespignani
Scientific Reports4, 4001 (2014)
Beating the news using social media: the case study of American Idol
Alessandro Vespignani, Bruno Gonçalves, Fabio Ciulla, Delia Mocanu, Nicola Perra, Andrea Baronchelli
EPJ Data Science1 (1), 1-11 (2012)
The Twitter of Babel: Mapping World Languages through Microblogging Platforms
Alessandro Vespignani, Bruno Gonçalves, Qian Zhang, Delia Mocanu, Nicola Perra, Andrea Baronchelli
PLoS ONE8, (4) (2013)
Modeling Users’ Activity on Twitter Networks: Validation of Dunbar’s Number
Alessandro Vespignani, Bruno Gonçalves, Nicola Perra
PLoS ONE6 (8), e22656 (2011)
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemic
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, A.J. Valleron, C. Chouaid, Duygu Balcan, A.C. Singer, H. Hu, José J. Ramasco
PLoS Current Influenza1133, (2009)
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern Hemisphere
Alessandro Vespignani, Daniela Paolotti, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Wouter Van den Broeck, Nicola Perra, Duygu Balcan, H. Hu, José J. Ramasco
Emerging Health Threats Journal2:e11, (2009)
Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdm
Alessandro Vespignani, Michele Tizzoni, Paolo Bajardi, Vittoria Colizza, Chiara Poletto, Bruno Gonçalves, Nicola Perra, Duygu Balcan, José J. Ramasco
BMC Medicine10:165, (2012)
Random walks and search in time-varying networks
Alessandro Vespignani, Romualdo Pastor-Satorras, Bruno Gonçalves, Delia Mocanu, Nicola Perra, Andrea Baronchelli
Physical Review Letters109, 238701 (2012)
Towards a Characterization of Behavior-Disease Models
Alessandro Vespignani, Bruno Gonçalves, Nicola Perra, Duygu Balcan
PLoS ONE6(8): e23084, (2011)
Activity driven modeling of time-varying networks
Alessandro Vespignani, Romualdo Pastor-Satorras, Bruno Gonçalves, Nicola Perra
Scientific Reports 2469, (2012)
Real-time estimates of the emergence and dynamics of SARS-CoV-2 variants of concern: A modeling approach
Nicolò Gozzi, Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore Y Piontti, Marco Ajelli, Alessandro Vespignani, Nicola Perra
Epidemics 100805 (2024)
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian citiesgo
Nicolò Gozzi, Niccolò Comini, Nicola Perra
EPJ Data Science13, 69 (2024)
Generalized contact matrices allow integrating socioeconomic variables into epidemic models
Adriana Manna, Lorenzo Dall'Amico, Michele Tizzoni, Márton Karsai, Nicola Perra
Science Advances10, 41, (2024)