Research
Network Science, Data Science, Digital Epidemiology
Interests
Nicola uses and develops methods in Mathematics, Network, Data, and Computational Social Science to characterise technological systems whose dynamics are driven by human behaviour (i.e., socio-technical systems). He develops mathematical and computational models to study dynamical processes taking place on top of them. He considers a wide variety of phenomena ranging from infectious diseases and cyber threats to ideas and communication. He tackles practical problems with clear immediate applications such as the development of realistic models to capture the spreading of infectious diseases, ideas, computer viruses, behavioural changes, and teams' success. He also considers more theoretical issues such as the study of time-varying networks and the development of novel epidemic models.
Biography
In 2022, Nicola joined Queen Mary as a Reader in Applied Mathematics. Prior to this, he held the position of Associate Professor in Network Science at Greenwich University. Before that, he served as a postdoctoral research assistant at both Northeastern University and Indiana University. He earned his Ph.D. in Theoretical Physics from the University of Cagliari, Italy, in 2011.
Publications
Publications of specific relevance to the Centre for Complex Systems
2025
Epydemix: An open-source Python package for epidemic modeling with integrated approximate Bayesian calibrationGozzi N Chinazzi M Davis JT Gioannini C Rossi L Ajelli M Perra N Vespignani A
Plos Computational Biology,
Public Library of Science 19-11-2025Social inequalities in vaccine coverage and their effects on epidemic spreadingAdriana M Marton K Perra N
Plos Computational Biology,
Public Library of Science 13-10-2025 Controlling the spread of deception-based cyber-threats on time-varying networksGozzi N Perra N
In
Arxiv 01-10-2025 Estimating behavioural relaxation induced by COVID-19 vaccines in the first months of their rolloutLi Y Gozzi N Perra N
Plos Computational Biology,
Public Library of Science (Plos) vol. 21 (7)
07-07-2025 Comparative evaluation of behavioral epidemic models using COVID-19 dataGozzi N Perra N Vespignani A
Proceedings of The National Academy of Sciences of The United States of America,
Proceedings of The National Academy of Sciences vol. 122 (24), e2421993122-e2421993122.
12-06-2025 Collaborative forecasting of influenza-like illness in Italy: The Influcast experienceFiandrino S Bizzotto A Guzzetta G Merler S Baldo F Valdano E Urdiales AM Bella A et al.
Epidemics,
Elsevier vol. 50
14-02-2025 2024
Real-time Estimates of the Emergence and Dynamics of SARS-CoV-2 Variants of Concern: A Modeling ApproachGozzi N Chinazzi M Davis JT Mu K Pastore y Piontti A
Epidemics: The Journal on Infectious Disease Dynamics,
Elsevier 03-12-2024 Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian citiesGozzi N Comini N Perra N
Epj Data Science,
Springer Nature vol. 13 (1), 69-69.
08-11-2024 Estimating behavioural relaxation induced by COVID-19 vaccines in the first months of their rolloutLi Y Gozzi N Perra N
Plos Computational Biology,
Cold Spring Harbor Laboratory, 2024.11.07.24316893-2024.11.07.24316893.
07-11-2024 Generalized Contact Matrices Allow Integrating Socio-economic Variables into Epidemic ModelsManna A D'Amico L Tizzoni M Karsai M
Science Advances,
American Association For The Advancement of Science 11-10-2024 A multiscale modeling framework for Scenario Modeling: Characterizing the heterogeneity of the COVID-19 epidemic in the USChinazzi M Davis JT Y Piontti AP Mu K Ajelli M Perra N
Epidemics,
Elsevier vol. 47
05-03-2024 Modeling teams performance using deep representational learning on graphsCarli F Foini P Gozzi N
Epj Data Science,
Springer Science and Business Media Llc vol. 13 (1)
19-01-2024 2023
Epidemic Spreading in Metapopulation Networks Coupled With Awareness PropagationGao S Dai X Wang L Perra N
IEEE Transactions on Cybernetics,
Institute of Electrical and Electronics Engineers (IEEE) vol. 53 (12), 7686-7698.
29-11-2023 Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online SurveyDe Gaetano A Bajardi P Gozzi N Perra N Perrotta D
Journal of Medical Internet Research,
JMIR Publications vol. 25
31-10-2023 Modeling self-propagating malware with epidemiological modelsChernikova A Gozzi N Perra N Boboila S Eliassi-Rad T Oprea A
Applied Network Science,
Springer Nature vol. 8 (1), 52-52.
18-08-2023 Generalized contact matrices for epidemic modelingManna A Dall'Amico L Tizzoni M Karsai M Perra N
In
Arxiv 29-06-2023 The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 Pandemic in Colombia, Ecuador, and El SalvadorGozzi N Comini N Perra N
Epj Data Science,
Springeropen 06-06-2023 Estimating the impact of COVID-19 vaccine inequities: a modeling studyGozzi N Chinazzi M Dean NE Longini IMJ Perra N
Nature Communications,
Nature Research 06-06-2023 The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El SalvadorGozzi N Comini N Perra N
Epj Data Science,
Springer Science and Business Media Llc vol. 12 (1)
06-06-2023 The Effects of Local and Global Link Creation Mechanisms on Contagion Processes Unfolding on Time-Varying NetworksSun K Ubaldi E Zhang J Perra N
In
Temporal Network Theory,
Springer Nature 313-333.
01-01-2023 2022
Estimating the impact of COVID-19 vaccine allocation inequities: a modeling studyGozzi N Chinazzi M Dean NE Longini IM Perra N
,
Cold Spring Harbor Laboratory 18-11-2022 Macroscopic properties of buyer-seller networks in online marketplacesBracci A Boehnke J ElBahrawy A Perra N
Pnas Nexus,
Oxford University Press 06-10-2022 Modeling Self-Propagating Malware with Epidemiological ModelsChernikova A Gozzi N Boboila S Perra N
In
Arxiv 05-08-2022 The Concept of Decentralization Through Time and Disciplines: A Quantitative ExplorationDi Bona G Bracci A Perra N Baronchelli A
In
Arxiv 28-07-2022 Modeling Teams Performance Using Deep Representational Learning on GraphsCarli F Foini P Gozzi N Perra N
In
Arxiv 29-06-2022 Cyber Network Resilience against Self-Propagating Malware AttacksChernikova A Gozzi N Boboila S Loughner J Wilden M Perra N
In
Arxiv 27-06-2022 Anatomy of the first six months of COVID-19 vaccination campaign in ItalyGozzi N Chinazzi M Mu K Pastore y Piontti A
Plos Computational Biology,
Public Library of Science (Plos) vol. 18 (5)
25-05-2022 Addressing the socioeconomic divide in computational modeling for infectious diseasesPerra N Tizzoni M Nsoesie E Karsai M Bansal S
Nature Communications,
Nature Research 24-05-2022 Cyber Network Resilience Against Self-Propagating Malware AttacksChernikova A Gozzi N Boboila S Angadi P Loughner J Perra N
In
Computer Security – Esorics 2022,
Springer Nature 531-550.
01-01-2022 2021
Macroscopic properties of buyer-seller networks in online marketplacesBracci A Boehnke J ElBahrawy A
In
Arxiv 16-12-2021 Infodemics: A new challenge for public healthBriand SC Cinelli M Nguyen T Lewis R Prybylski D Valensise CM Colizza V Tozzi AE et al.
Cell,
Elsevier vol. 184 (25), 6010-6014.
01-12-2021 Cryptic transmission of SARS-CoV-2 and the first COVID-19 waveDavis JT Chinazzi M Perra N Pastore y Piontti A Ajelli M Dean NE Gioannini C Litvinova M et al.
Nature,
Springer Nature vol. 600 (7887), 127-132.
25-10-2021 Ethical implications of network data in business and management settingsCronin B Perra N Rocha LEC Zhu Z Gorgoni S
Social Networks,
Elsevier vol. 67, 29-40.
01-10-2021 The importance of non-pharmaceutical interventions during the COVID-19 vaccine rolloutGozzi N Bajardi P Perra N
Plos Computational Biology,
Public Library of Science (Plos) vol. 17 (9)
10-09-2021 Self-initiated behavioral change and disease resurgence on activity-driven networksGozzi N Scudeler M Perra N
Physical Review E,
American Physical Society (Aps) vol. 104 (1)
01-07-2021 Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de ChileGozzi N Tizzoni M Chinazzi M Vespignani A
Nature Communications,
Springer Nature vol. 12 (1)
23-04-2021 Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave in Europe and the United StatesDavis JT Chinazzi M Perra N Mu K Pastore y Piontti A Dean NE Gioannini C Litvinova M et al.
,
Cold Spring Harbor Laboratory 26-03-2021 Non-pharmaceutical interventions during the COVID-19 pandemic: A reviewPerra N
Physics Reports,
Elsevier vol. 913, 1-52.
13-02-2021 2020
Non-pharmaceutical interventions during the COVID-19 pandemic: a rapid reviewPerra N
In
Arxiv 30-12-2020 Self-initiated behavioural change and disease resurgence on activity-driven networksGozzi N Scudeler M Paolotti D Baronchelli A
In
Arxiv 07-11-2020 Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods AnalysisGozzi N Tizzani M Starnini M Ciulla F Paolotti D Panisson A
Journal of Medical Internet Research,
JMIR Publications vol. 22 (10)
12-10-2020 Estimating the establishment of local transmission and the cryptic phase of the COVID-19 pandemic in the USADavis JT Chinazzi M Perra N Mu K Pastore y Piontti A Ajelli M Dean NE Litvinova M et al.
,
Cold Spring Harbor Laboratory 07-07-2020 Finding Patient Zero: Learning Contagion Source with Graph Neural NetworksShah C Dehmamy N Perra N Chinazzi M Barabási A-L Vespignani A
In
Arxiv 21-06-2020 Collective response to the media coverage of COVID-19 Pandemic on Reddit and WikipediaGozzi N Tizzani M Starnini M Ciulla F Panisson A
In
Arxiv 08-06-2020 Towards a data-driven characterization of behavioral changes induced by the seasonal fluGozzi N Perrotta D Paolotti D
Plos Computational Biology,
Public Library of Science (Plos) vol. 16 (5)
13-05-2020 Phase transitions in information spreading on structured populationsDavis JT Perra N Moreno Y
Nature Physics,
Springer Nature vol. 16 (5), 590-596.
02-03-2020 Towards a data-driven characterization of behavioral changes induced by the seasonal fluGozzi N Perrotta D Paolotti D
In
Arxiv 03-02-2020 2019
Explore with caution: mapping the evolution of scientific interest in physicsAleta A Meloni S
Epj Data Science,
Springer Nature vol. 8 (1)
11-09-2019 Modelling opinion dynamics in the age of algorithmic personalisationPerra N Rocha LEC
Scientific Reports,
Springer Nature vol. 9 (1)
13-05-2019 Spreading of computer viruses on time-varying networksBrett T Loukas G Moreno Y
Physical Review E,
American Physical Society (Aps) vol. 99 (5)
01-05-2019 Explore with caution: mapping the evolution of scientific interest in PhysicsAleta A Meloni S Perra N
In
Arxiv 12-04-2019 The spreading of computer viruses on time-varying networksBrett T Loukas G Moreno Y
In
Arxiv 09-01-2019 The Effects of Local and Global Link Creation Mechanisms on Contagion Processes Unfolding on Time-Varying NetworksSun K Ubaldi E Karsai M Perra N
In
Temporal Network Theory,
Springer Nature 305-324.
01-01-2019 Charting the Next Pandemic, Modeling Infectious Disease Spreading in the Data Science AgePastore y Piontti A Perra N Rossi L
01-01-2019 2018
Epidemic spreading on time-varying multiplex networksLiu Q-H Xiong X Zhang Q
Physical Review E,
American Physical Society (Aps) vol. 98 (6)
01-12-2018 Modelling Opinion Dynamics in the Age of Algorithmic PersonalisationPerra N Rocha LEC
In
Arxiv 08-11-2018 Epidemic spreading on time-varying multiplex networksLiu Q-H Xiong X Zhang Q Perra N
In
Arxiv 11-08-2018 Epidemic spreading in modular time-varying networksNadini M Sun K Ubaldi E Starnini M
Scientific Reports,
Springer Nature vol. 8 (1)
05-02-2018 Resilience management during large-scale epidemic outbreaksMassaro E Ganin A Perra N
Scientific Reports,
Springer Nature vol. 8 (1)
30-01-2018 Attention on Weak Ties in Social and Communication NetworksWeng L Karsai M Perra N
In
Complex Spreading Phenomena in Social Systems,
Springer Nature 213-228.
01-01-2018 2017
Combining Participatory Influenza Surveillance with Modeling and Forecasting: Three Alternative ApproachesBrownstein JS Chu S Marathe A Marathe MV Nguyen AT Paolotti D Perrotta D Vespignani A et al.
JMIR Public Health and Surveillance,
JMIR Publications vol. 3 (4)
01-11-2017 Epidemic spreading in modular time-varying networksNadini M Sun K Ubaldi E Rizzo A
In
Arxiv 03-10-2017 Resilience management during large-scale epidemic outbreaksMassaro E Perra N Vespignani A
In
Arxiv 02-10-2017 Epidemic spreading on activity-driven networks with attractivenessPozzana I Sun K
Physical Review E,
American Physical Society (Aps) vol. 96 (4)
01-10-2017 Random walks on activity-driven networks with attractivenessAlessandretti L Baronchelli A
Physical Review E,
American Physical Society (Aps) vol. 95 (5)
01-05-2017 Burstiness and tie activation strategies in time-varying social networksUbaldi E Vezzani A Karsai M Perra N
Scientific Reports,
Springer Nature vol. 7 (1)
13-04-2017 Forecasting Seasonal Influenza Fusing Digital Indicators and a Mechanistic Disease ModelZhang Q Perra N Perrotta D Tizzoni M
Proceedings of the 26th International Conference on World Wide Web., 311-319.
03-04-2017 Epidemic Spreading on Activity-Driven Networks with AttractivenessPozzana I Sun K
In
Arxiv 07-03-2017 Random walks on activity-driven networks with attractivenessAlessandretti L Sun K Baronchelli A
In
Arxiv 23-01-2017 Control Strategies of Contagion Processes in Time-Varying NetworksKarsai M
In
Temporal Network Epidemiology,
Springer Nature 179-197.
01-01-2017 2016
Statistical physics of vaccinationWang Z Bauch CT Bhattacharyya S d’Onofrio A Manfredi P Perc M Perra N Salathé M
Physics Reports,
Elsevier vol. 664, 1-113.
01-12-2016 Asymptotic theory of time-varying social networks with heterogeneous activity and tie allocationUbaldi E Perra N Karsai M Vezzani A Burioni R
Scientific Reports,
Springer Nature vol. 6 (1)
24-10-2016 The spreading of infectious diseases in modern socio-technical systems Comment on “Pattern transitions in spatial epidemics: Mechanisms and emergent properties” by Gui-Quan Sun et al.Perra N
Physics of Life Reviews,
Elsevier vol. 19, 87-89.
19-09-2016 Statistical physics of vaccinationWang Z Bauch CT Bhattacharyya S d'Onofrio A Manfredi P Perc M Perra N
In
Arxiv 31-08-2016 Burstiness and tie reinforcement in time varying social networksUbaldi E Vezzani A Karsai M Perra N
In
Arxiv 29-07-2016 Results from the centers for disease control and prevention’s predict the 2013–2014 Influenza Season ChallengeBiggerstaff M Alper D Dredze M Fox S Fung IC-H Hickmann KS Lewis B Rosenfeld R et al.
Bmc Infectious Diseases,
Springer Nature vol. 16 (1)
22-07-2016 The dynamics of information-driven coordination phenomena: A transfer entropy analysisBorge-Holthoefer J Perra N Gonçalves B Arenas A Moreno Y
Science Advances,
American Association For The Advancement of Science (Aaas) vol. 2 (4)
01-04-2016 2015
Contrasting effects of strong ties on SIR and SIS processes in temporal networksSun K Baronchelli A
The European Physical Journal B,
Springer Nature vol. 88 (12)
01-12-2015 Reports of the 2015 Workshops Held at the International AAAI Conference on Web and Social MediaGarcia D Halegoua G Mejova Y Perra N Pfeffer J Weber I Zia L
AI Magazine. vol. 36 (4), 119-123.
01-12-2015 The Scaling of Human Contacts and Epidemic Processes in Metapopulation NetworksTizzoni M Sun K Karsai M
Scientific Reports,
Springer Nature vol. 5 (1)
19-10-2015 Committed activists and the reshaping of status-quo social consensusMistry D Zhang Q Baronchelli A
Physical Review E,
American Physical Society (Aps) vol. 92 (4)
01-10-2015 Asymptotic theory for the dynamic of networks with heterogenous social capital allocationUbaldi E Perra N Karsai M Vezzani A
In
Arxiv 03-09-2015 The dynamic of information-driven coordination phenomena: a transfer entropy analysisBorge-Holthoefer J Perra N Gonçalves B González-Bailón S Arenas A Vespignani A
In
Arxiv 22-07-2015 Attention on Weak Ties in Social and Communication NetworksWeng L Karsai M Menczer F
In
Arxiv 10-05-2015 Committed activists and the reshaping of status-quo social consensusMistry D Zhang Q Perra N Baronchelli A
In
Arxiv 08-05-2015 VoroGraphDunne C Muller M Perra N
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems., 255-258.
18-04-2015 Social Data Mining and Seasonal Influenza Forecasts: The FluOutlook PlatformZhang Q Gioannini C Paolotti D Perra N Perrotta D Tizzoni M
Lecture Notes in Computer Science. vol. 9286, 237-240.
01-01-2015 Social phenomena: From data analysis to modelsGonçalves B
01-01-2015 PrefaceGonçalves B Karsai M
Aaai Workshop Technical Report. vol. WS-15-17
01-01-2015 Modeling and Predicting Human Infectious DiseasesPerra N Gonçalves B
In
Social Phenomena,
Springer Nature 59-83.
01-01-2015 IntroductionGonçalves B Perra N
In
Social Phenomena,
Springer Nature 1-12.
01-01-2015 2014
The Scaling of Human Contacts in Reaction-Diffusion Processes on Heterogeneous Metapopulation NetworksTizzoni M Sun K Benusiglio D
In
Arxiv 26-11-2014 The role of endogenous and exogenous mechanisms in the formation of R&D networksTomasello MV Perra N Karsai M Schweitzer F
Scientific Reports,
Springer Nature vol. 4 (1)
14-07-2014 Damage detection via shortest-path network samplingCiulla F Perra N Baronchelli A
Physical Review E,
American Physical Society (Aps) vol. 89 (5)
01-05-2014 Contrasting Effects of Strong Ties on SIR and SIS Processes in Temporal NetworksSun K Baronchelli A
In
Arxiv 03-04-2014 The infection tree of global epidemicsPIONTTI APY DA COSTA GOMES MF SAMAY N PERRA N
Network Science,
Cambridge University Press (Cup) vol. 2 (1), 132-137.
01-04-2014 Controlling Contagion Processes in Activity Driven NetworksLiu S Perra N Karsai M
Physical Review Letters,
American Physical Society (Aps) vol. 112 (11)
19-03-2014 The role of endogenous and exogenous mechanisms in the formation of R&D networksTomasello MV Perra N Tessone CJ Karsai M
In
Arxiv 17-03-2014 Time varying networks and the weakness of strong tiesKarsai M Perra N
Scientific Reports,
Springer Nature vol. 4 (1)
10-02-2014 Damage detection via shortest path network samplingCiulla F Perra N Baronchelli A
In
Arxiv 27-01-2014 2013
Quantifying the effect of temporal resolution on time-varying networksRibeiro B Baronchelli A
Scientific Reports,
Springer Nature vol. 3 (1)
21-10-2013 Controlling Contagion Processes in Time-Varying NetworksLiu S Perra N Karsai M
In
Arxiv 26-09-2013 Social Networks, Contagion Processes and the Spreading of Infectious DiseasesGonçalves B Perra N
In
Handbook of Systems Biology 515-527.
29-08-2013 The role of information diffusion in the evolution of social networksWeng L Ratkiewicz J Perra N Gonçalves B Castillo C Bonchi F
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining., 356-364.
11-08-2013 Time varying networks and the weakness of strong tiesKarsai M Vespignani A
In
Arxiv 24-03-2013 Contagion dynamics in time-varying metapopulation networksLiu S-Y Baronchelli A Perra N
Physical Review E,
American Physical Society (Aps) vol. 87 (3)
01-03-2013 Characterizing scientific production and consumption in PhysicsZhang Q Perra N Goncalves B Vespignani A
In
Arxiv 26-02-2013 The Role of Information Diffusion in the Evolution of Social NetworksWeng L Ratkiewicz J Perra N Gonçalves B Bonchi F Schifanella R Flammini A
In
Arxiv 25-02-2013 The Twitter of Babel: Mapping World Languages through Microblogging PlatformsMocanu D Baronchelli A Perra N Gonçalves B Zhang Q
Plos One,
Public Library of Science (Plos) vol. 8 (4)
01-01-2013 Characterizing scientific production and consumption in PhysicsZhang Q Perra N Ciulla F
Scientific Reports,
Springer Nature vol. 3 (1)
01-01-2013 Chapter 27 Social Networks, Contagion Processes and the Spreading of Infectious DiseasesGonçalves B Perra N
In
Handbook of Systems Biology,
Elsevier 515-527.
01-01-2013 2012
The Twitter of Babel: Mapping World Languages through Microblogging PlatformsMocanu D Baronchelli A Gonçalves B
In
Arxiv 20-12-2012 Random Walks and Search in Time-Varying NetworksPerra N Baronchelli A Gonçalves B
Physical Review Letters,
American Physical Society (Aps) vol. 109 (23)
04-12-2012 Real-time numerical forecast of global epidemic spreading: case study of 2009 A/H1N1pdmTizzoni M Bajardi P Poletto C Ramasco JJ Balcan D Gonçalves B
Bmc Medicine,
Springer Nature vol. 10 (1)
01-12-2012 Quantifying the effect of temporal resolution on time-varying networksRibeiro B Baronchelli A
In
Arxiv 29-11-2012 Modeling Contact and Mobility Based Social Response to the Spreading of Infectious DiseasesPerra N
In
Modeling The Interplay Between Human Behavior and The Spread of Infectious Diseases,
Springer Nature 103-123.
28-11-2012 Contagion dynamics in time-varying metapopulation networksLiu S Baronchelli A
In
Arxiv 09-10-2012 Beating the news using social media: the case study of American IdolCiulla F Mocanu D Baronchelli A Gonçalves B
Epj Data Science,
Springer Nature vol. 1 (1)
31-07-2012 Random walks and search in time-varying networksPerra N Mocanu D Gonçalves B
In
Arxiv 13-06-2012 Beating the news using Social Media: the case study of American IdolCiulla F Mocanu D Baronchelli A Gonçalves B
In
Arxiv 20-05-2012 Activity driven modeling of time varying networksPerra N Gonçalves B Pastor-Satorras R
In
Arxiv 23-03-2012 Activity driven modeling of time varying networksPerra N Gonçalves B
Scientific Reports,
Springer Nature vol. 2 (1)
01-01-2012 2011
Towards a characterization of behavior-disease modelsPerra N Balcan D Gonçalves B
In
Arxiv 05-07-2011 Validation of Dunbar's number in Twitter conversationsGoncalves B Perra N Vespignani A
In
Arxiv 25-05-2011 Modeling human mobility responses to the large-scale spreading of infectious diseasesMeloni S Perra N Arenas A Gómez S Moreno Y
Scientific Reports,
Springer Nature vol. 1 (1)
01-01-2011 Towards a Characterization of Behavior-Disease ModelsPerra N Balcan D Gonçalves B
Plos One,
Public Library of Science (Plos) vol. 6 (8)
01-01-2011 Modeling Users' Activity on Twitter Networks: Validation of Dunbar's NumberGonçalves B Perra N
Plos One,
Public Library of Science (Plos) vol. 6 (8)
01-01-2011 2010
Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern HemisphereBajardi P Poletto C Balcan D Hu H Ramasco JJ Paolotti D Perra N Tizzoni M et al.
In
Arxiv 03-02-2010 2009
Modeling the critical care demand and antibiotics resources needed during the Fall 2009 wave of influenza A(H1N1) pandemicBalcan D Colizza V Singer AC Chouaid C Hu H Gonçalves B Poletto C Ramasco JJ et al.
Plos Currents,
Public Library of Science (Plos) vol. 1
07-12-2009 Estimate of Novel Influenza A/H1N1 cases in Mexico at the early stage of the pandemic with a spatially structured epidemic modelColizza V Vespignani A Perra N Poletto C Gonçalves B Hu H Van den Broeck W Tizzoni M
Plos Currents,
Public Library of Science (Plos) vol. 1
11-11-2009 PageRank equation and localization in the WWWPerra N Zlatić V Chessa A Conti C
Epl (Europhysics Letters),
Iop Publishing vol. 88 (4)
01-11-2009 Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobilityBalcan D Hu H Goncalves B Bajardi P Poletto C Ramasco JJ Paolotti D Broeck WVD et al.
In
Arxiv 14-09-2009 Seasonal transmission potential and activity peaks of the new influenza A(H1N1): a Monte Carlo likelihood analysis based on human mobilityBalcan D Hu H Goncalves B Bajardi P Ramasco JJ Perra N Tizzoni M Colizza V et al.
Bmc Medicine,
Springer Nature vol. 7 (1)
10-09-2009 Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern HemisphereBajardi P Poletto C Balcan D Hu H Goncalves B Ramasco JJ Paolotti D Perra N et al.
Emerging Health Threats Journal,
Taylor & Francis vol. 2 (1)
11-04-2009 2008
Spectral centrality measures in complex networksPerra N
Physical Review E,
American Physical Society (Aps) vol. 78 (3)
01-09-2008 Schroedinger-like PageRank equation and localization in the WWWPerra N Zlatic V Chessa A Conti C Donato D
In
Arxiv 28-07-2008 Spectral centrality measures in complex networksPerra N
In
Arxiv 21-05-2008 Modeling vaccination campaigns and the Fall/Winter 2009 activity of the new A(H1N1) influenza in the Northern HemisphereBajardi P Poletto C Balcan D Hu H Goncalves B Ramasco J Paolotti D Perra N et al.
Emerging Health Threats Journal,
Taylor & Francis vol. 2
01-01-2008 Bridging the Digital Divide: Mapping Internet Connectivity Evolution, Inequalities, and Resilience in six Brazilian CitiesGozzi N Comini N Perra N
Epj Data Science,
Springeropen Comparative Evaluation of Behavioral-Epidemic Models Using COVID-19 DataGozzi N Perra N Vespignani A
Proceedings of The National Academy of Sciences,
National Academy of Sciences Social inequalities in vaccine coverage and their effects on epidemic spreadingManna A Karsai M Perra N
In
Medrxiv Collaborative forecasting of influenza-like illness in Italy: the Influcast experienceFiandrino S Bizzotto A Guzzetta G Merler S Baldo F Valdano E Urdiales AM Bella A et al.
Epidemics: The Journal on Infectious Disease Dynamics,
Elsevier Epydemix: An open-source Python package for epidemic modeling with integrated approximate Bayesian calibrationGozzi N Chinazzi M Davis JT Gioannini C Rossi L Ajelli M Perra N Vespignani A
In
Medrxiv Performance evaluation of RespiCast ensemble forecasts for primary care syndromic indicators of viral respiratory disease in Europe during the 2023/24 winter seasonGozzi N Gioannini C Milano P Vismara I Rossi L Quaggiotto M Fiandrino S Paolotti D et al.
In
Medrxiv Assessing dengue knowledge, attitudes and preventive practices using participatory surveillance cohortsCalmon L de Gaetano A Mazzoli M Gozzi N Frigione G Debin M Turbelin C Marmorat R et al.
In
Medrxiv Fairness in infectious disease modelingLi Y Gozzi N Perra N Tizzoni M
In
Medrxiv Controlling the spread of deception-based cyber-threats on time-varying networksGozzi N Perra N
Physical Review E: Statistical, Nonlinear, Biological, and Soft Matter Physics,
American Physical Society Including gender-specific features in epidemic modeling: the case of the second wave of COVID-19 in Italy In
Medrxiv Preliminary modeling estimates of the relative transmissibility and immune escape of the Omicron SARS-CoV-2 variant of concern in South AfricaGozzi N Chinazzi M Davis JT Mu K Pastore y Piontti A Vespignani A Perra N
In
Medrxiv Anatomy of the first six months of COVID-19 Vaccination Campaign in ItalyGozzi N Chinazzi M Davis JT Mu K Pastore y Piontti A Ajelli M Perra N Vespignani A
In
Medrxiv Estimating the spreading and dominance of SARS-CoV-2 VOC 202012/01 (lineage B.1.1.7) across EuropeGozzi N Chinazzi M Davis JT Mu K Pastore y Piontti A Ajelli M Perra N Vespignani A
In
Medrxiv The importance of non-pharmaceutical interventions during the COVID-19 vaccine rolloutGozzi N Bajardi P Perra N
In
Medrxiv Estimating the effect of social inequalities in the mitigation of COVID-19 across communities in Santiago de ChileGozzi N Tizzoni M Chinazzi M Ferres L Vespignani A Perra N
In
Medrxiv Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis (Preprint)Gozzi N Tizzani M Starnini M Ciulla F Paolotti D Panisson A Perra N
In
JMIR Preprints Behavioral Changes Associated With COVID-19 Vaccination: Cross-National Online Survey (Preprint)De Gaetano A Bajardi P Gozzi N Perra N Perrotta D Paolotti D
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JMIR Preprints The Concept of Decentralization Through Time and Disciplines: A Quantitative ExplorationPerra N Di Bona G Latora V Bracci A Baronchelli A
Epj Data Science,
Springeropen The structure of segregation in co-authorship networks and its impact on scientific productionPerra N Jamarillo AM Williams HTP Menezes R
Epj Data Science,
Springeropen
