Matteo Chinazzi

ORCID: 0000-0002-5955-1929

MathematicsMedicineSocial SciencesEconomics, Econometrics and Finance

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Forecasting hospital-level COVID-19 admissions using real-time mobility data

Communications Medicine(2023)10.1038/s43856-023-00253-5

Top 19%

1.0DataRank

Top 19%26 citations

Ana Cecilia Zenteno, Daisha Joseph, Mohammadmehdi Zahedi, M. Hu, Martin S. Copenhaver +7 more

Papers

Driven by 40 papers — median percentile 81. Top paper: “Forecasting hospital-level COVID-19 admissions using real-time mobility data”.

Forecasting hospital-level COVID-19 admissions using real-time mobility data

Communications Medicine(2023)10.1038/s43856-023-00253-5

Top 19%

1.0DataRank

Top 19%26 citations

Ana Cecilia Zenteno, Daisha Joseph, Mohammadmehdi Zahedi, M. Hu, Martin S. Copenhaver +7 more

Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19

Nature Human Behaviour(2020)10.1038/s41562-020-0931-9

N/A

1.0DataRank · unranked

841 citations

David Martín-Corral, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi +9 more

The effect of travel restrictions on the spread of the 2019 novel coronavirus (2019-nCoV) outbreak

medRxiv(2020)10.1101/2020.02.09.20021261

N/A

0DataRank · unranked

158 citations

Jessica T. Davis, Marco Ajelli, Corrado Gioannini, Maria Litvinova, Stefano Merler +10 more

Modeling the impact of social distancing, testing, contact tracing and household quarantine on second-wave scenarios of the COVID-19 epidemic

medRxiv(2020)10.1101/2020.05.06.20092841

N/A

0DataRank · unranked

151 citations

David Martín-Corral, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova, Matteo Chinazzi +9 more

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

medRxiv(2020)10.1101/2020.12.15.20248273

N/A

0DataRank · unranked

20 citations

David Martín-Corral, Michiel A. Bakker, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova +9 more

The effect of eviction moratoria on the transmission of SARS-CoV-2

medRxiv(2020)10.1101/2020.10.27.20220897

N/A

0DataRank · unranked

17 citations

Justin Sheen, Emma L. Walters, Brennan Klein, Matteo Chinazzi, Andrei Gheorghe +10 more

Comparative cost-effectiveness of SARS-CoV-2 testing strategies in the USA: a modelling study

The Lancet Public Health(2021)10.1016/s2468-2667(21)00002-5

N/A

0DataRank · unranked

169 citations

Abhishek Pandey, Yuan Bai, Meagan C. Fitzpatrick, Matteo Chinazzi, Ana Pastore y Piontti +6 more

Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave

Nature(2021)10.1038/s41586-021-04130-w

N/A

0DataRank · unranked

124 citations

Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli +12 more

The effect of eviction moratoria on the transmission of SARS-CoV-2

Nature Communications(2021)10.1038/s41467-021-22521-5

N/A

0DataRank · unranked

97 citations

Justin Sheen, Emma L. Walters, Brennan Klein, Matteo Chinazzi, Andrei Gheorghe +10 more

Estimating the cumulative incidence of COVID-19 in the United States using influenza surveillance, virologic testing, and mortality data: Four complementary approaches

PLoS Computational Biology(2021)10.1371/journal.pcbi.1008994

N/A

0DataRank · unranked

61 citations

André T. Nguyen, Nicholas Link, Mathieu Molina, Jessica T. Davis, Matteo Chinazzi +5 more

Quantifying Uncertainty in Deep Spatiotemporal Forecasting

(2021)10.1145/3447548.3467325

N/A

0DataRank · unranked

54 citations

Liyao Gao, Matteo Chinazzi, Xinyue Xiong, Alessandro Vespignani, Yi-An Ma +2 more

Estimating the spreading and dominance of SARS-CoV-2 VOC 202012/01 (lineage B.1.1.7) across Europe

medRxiv(2021)10.1101/2021.02.22.21252235

N/A

0DataRank · unranked

22 citations

Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli +3 more

Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave in Europe and the United States

medRxiv(2021)10.1101/2021.03.24.21254199

N/A

0DataRank · unranked

7 citations

Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli +12 more

Higher education responses to COVID-19 in the United States: Evidence for the impacts of university policy

medRxiv(2021)10.1101/2021.10.07.21264419

N/A

0DataRank · unranked

2 citations

Nicholas Generous, Matteo Chinazzi, Zarana Bhadricha, Rishab Gunashekar, Preeti Kori +8 more

Anatomy of the first six months of COVID-19 Vaccination Campaign in Italy

medRxiv(2021)10.1101/2021.11.24.21266820

N/A

0DataRank · unranked

2 citations

Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli +3 more

Quantifying the importance and location of SARS-CoV-2 transmission events in large metropolitan areas

Proceedings of the National Academy of Sciences(2022)10.1073/pnas.2112182119

N/A

0DataRank · unranked

67 citations

David Martín-Corral, Michiel A. Bakker, Ana Pastore y Piontti, Marco Ajelli, Maria Litvinova +9 more

Projected resurgence of COVID-19 in the United States in July—December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

eLife(2022)10.7554/elife.73584

N/A

0DataRank · unranked

40 citations

Claire P. Smith, Michelle Qin, Luke C. Mullany, Rebecca K. Borchering, Justin Lessler +55 more

Anatomy of the first six months of COVID-19 vaccination campaign in Italy

PLoS Computational Biology(2022)10.1371/journal.pcbi.1010146

N/A

0DataRank · unranked

19 citations

Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore y Piontti, Marco Ajelli +3 more

Cost-effective proactive testing strategies during COVID-19 mass vaccination: A modelling study

The Lancet Regional Health - Americas(2022)10.1016/j.lana.2021.100182

N/A

0DataRank · unranked

14 citations

Lin Wang, Yuan Bai, Xutong Wang, Abhishek Pandey, Meagan C. Fitzpatrick +9 more

Preliminary modeling estimates of the relative transmissibility and immune escape of the Omicron SARS-CoV-2 variant of concern in South Africa

medRxiv(2022)10.1101/2022.01.04.22268721

N/A

0DataRank · unranked

30 citations

Matteo Chinazzi, Jessica T. Davis, Kunpeng Mu, Ana Pastore y Piontti, Alessandro Vespignani +2 more

Multi-fidelity Hierarchical Neural Processes

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining(2022)10.1145/3534678.3539364

N/A

0DataRank · unranked

7 citations

Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu, Dongxia Wu

Estimating the impact of COVID-19 vaccine allocation inequities: a modeling study

medRxiv(2022)10.1101/2022.11.18.22282514

N/A

0DataRank · unranked

7 citations

Matteo Chinazzi, Natalie E. Dean, Ira M. Longini, M. Elizabeth Halloran, Nicola Perra +2 more

Forecasting hospital-level COVID-19 admissions using real-time mobility data

medRxiv(2022)10.1101/2022.06.06.22275840

N/A

0DataRank · unranked

1 citations

Ana Cecilia Zenteno, Daisha Joseph, Mohammadmehdi Zahedi, M. Hu, Martin S. Copenhaver +7 more

Estimating the impact of COVID-19 vaccine inequities: a modeling study

Nature Communications(2023)10.1038/s41467-023-39098-w

N/A

0DataRank · unranked

106 citations

Matteo Chinazzi, Natalie E. Dean, Ira M. Longini, M. Elizabeth Halloran, Nicola Perra +2 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

Nature Communications(2023)10.1038/s41467-023-42680-x

N/A

0DataRank · unranked

61 citations

Lucie Contamin, Luke C. Mullany, Michelle Qin, Nicholas G. Reich, Samantha J. Bents +78 more

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: A multi-model study

UNC Libraries(2023)10.17615/syqy-wb62

N/A

0DataRank · unranked

1 citations

Przemyslaw Porebski, Claire P. Smith, Sen Pei, S. Chen, Teresa K. Yamana +58 more

Evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations

medRxiv(2023)10.1101/2023.12.08.23299726

N/A

0DataRank · unranked

7 citations

Alexander E. Webber, Tomás M. León, Erin L. Murray, Monica Sun, Lauren A. White +95 more

Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty

UNC Libraries(2023)10.17615/cxhx-1c04

N/A

0DataRank · unranked

0 citations

Rosenstrom E.T., Mayorga M.E., Shaun Truelove, Dustin Machi, Alison Hill +78 more

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

Nature Communications(2024)10.1038/s41467-024-50601-9

N/A

0DataRank · unranked

57 citations

Alexander E. Webber, Tomás M. León, Erin L. Murray, Monica Sun, Lauren A. White +95 more

Challenges of COVID-19 Case Forecasting in the US, 2020–2021

PLoS Computational Biology(2024)10.1371/journal.pcbi.1011200

N/A

0DataRank · unranked

33 citations

Estee Y. Cramer, Roberto Pagano, John M. Drake, Eamon B. O’Dea, Madeline Adee +95 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

PLoS Medicine(2024)10.1371/journal.pmed.1004387

N/A

0DataRank · unranked

15 citations

Sara L. Loo, Emily Howerton, Lucie Contamin, Claire P. Smith, Erica C. Carcelén +54 more

Characterizing collective physical distancing in the U.S. during the first nine months of the COVID-19 pandemic

PLOS Digital Health(2024)10.1371/journal.pdig.0000430

N/A

0DataRank · unranked

13 citations

Timothy LaRock, Stefan McCabe, Leo Torres, Lisa Friedland, Maciej Kos +11 more

A multiscale modeling framework for Scenario Modeling: Characterizing the heterogeneity of the COVID-19 epidemic in the US

Epidemics(2024)10.1016/j.epidem.2024.100757

N/A

0DataRank · unranked

11 citations

Jessica T. Davis, Ana Pastore y Piontti, Kunpeng Mu, Nicolò Gozzi, Marco Ajelli +3 more

Ensemble 2 : Scenarios ensembling for communication and performance analysis

Epidemics(2024)10.1016/j.epidem.2024.100748

N/A

0DataRank · unranked

5 citations

Guillaume St-Onge, Jessica T. Davis, Matteo Chinazzi, Emily Howerton, Justin Lessler +6 more

Optimization and performance analytics of global aircraft-based wastewater surveillance networks

medRxiv(2024)10.1101/2024.08.02.24311418

N/A

0DataRank · unranked

4 citations

Jessica T. Davis, Laurent Hébert‐Dufresne, Antoine Allard, Alessandra Urbinati, Samuel V. Scarpino +3 more

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

UNC Libraries(2024)10.17615/6w68-zz51

N/A

0DataRank · unranked

0 citations

Matteo Chinazzi, Joseph Outten, Lemaitre J.C, K.T. Sato, Anil Vullikanti +54 more

Challenges of COVID-19 Case Forecasting in the US, 2020–2021

UNC Libraries(2024)10.17615/k6z3-1y39

N/A

0DataRank · unranked

0 citations

Xing Xie, Weitong Zhang, Alison L. Hill, Brad Suchoski, Quanquan Gu +95 more

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

UNC Libraries(2024)10.17615/3sv3-sj27

N/A

0DataRank · unranked

0 citations

Shaun Truelove, Wenxuan Ye, Alexander E. Webber, Avranil Basu, M. Ben-Nun +95 more

Pandemic monitoring with global aircraft-based wastewater surveillance networks

Nature Medicine(2025)10.1038/s41591-025-03501-4

N/A

0DataRank · unranked

28 citations

Jessica T. Davis, Laurent Hébert‐Dufresne, Antoine Allard, Alessandra Urbinati, Samuel V. Scarpino +3 more

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

Journal of Medical Internet Research(2020)10.2196/20285

N/A

0DataRank · unranked

79 citations

Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T. Davis +3 more

Matteo Chinazzi

Indexed papers

Top data-sharing exemplar

Papers