Matteo Chinazzi

Affiliations

Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA, United States.

ORCID: https://orcid.org/0000-0002-5955-1929

Publications (47)

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

Avec: Dianbo Liu , Leonardo Clemente , Canelle Poirier , Xiyu Ding , Matteo Chinazzi , Jessica Davis , Alessandro Vespignani , Mauricio Santillana

An Early Warning Approach to Monitor COVID-19 Activity with Multiple Digital Traces in Near Real-Time.

ArXiv

Avec: Nicole E Kogan , Leonardo Clemente , Parker Liautaud , Justin Kaashoek , Nicholas B Link , Andre T Nguyen , Fred S Lu , Peter Huybers , Bernd Resch , Clemens Havas , Andreas Petutschnig , Jessica Davis , Matteo Chinazzi , Backtosch Mustafa , William P Hanage , Alessandro Vespignani , Mauricio Santillana

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

Nature

Avec: 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 , M Elizabeth Halloran , Cécile Viboud , Alessandro Vespignani

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

Proceedings of the National Academy of Sciences of the United States of America

Avec: Alberto Aleta , David Martín-Corral , Michiel A Bakker , Ana Pastore Y Piontti , Marco Ajelli , Maria Litvinova , Matteo Chinazzi , Natalie E Dean , M Elizabeth Halloran , Ira M Longini , Alex Pentland , Alessandro Vespignani , Yamir Moreno , Esteban Moro

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

PLOS digital health

Avec: Brennan Klein , Timothy LaRock , Stefan McCabe , Leo Torres , Lisa Friedland , Maciej Kos , Filippo Privitera , Brennan Lake , Moritz U G Kraemer , John S Brownstein , Richard Gonzalez , David Lazer , Tina Eliassi-Rad , Samuel V Scarpino , Alessandro Vespignani , Matteo Chinazzi

Estimating the Cumulative Incidence of COVID-19 in the United States Using Four Complementary Approaches.

medRxiv : the preprint server for health sciences

Avec: Fred S Lu , Andre T Nguyen , Nicholas B Link , Jessica T Davis , Matteo Chinazzi , Xinyue Xiong , Alessandro Vespignani , Marc Lipsitch , Mauricio Santillana

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

medRxiv : the preprint server for health sciences

Avec: Matteo Chinazzi , Jessica T Davis , Marco Ajelli , Corrado Gioannini , Maria Litvinova , Stefano Merler , Ana Pastore Y Piontti , Luca Rossi , Kaiyuan Sun , Cécile Viboud , Xinyue Xiong , Hongjie Yu , M Elizabeth Halloran , Ira M Longini , Alessandro Vespignani

Estimating the effect of social inequalities on the mitigation of COVID-19 across communities in Santiago de Chile.

Nature communications

Avec: Nicolò Gozzi , Michele Tizzoni , Matteo Chinazzi , Leo Ferres , Alessandro Vespignani , Nicola Perra

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.

medRxiv : the preprint server for health sciences

Avec: Rebecca K Borchering , Luke C Mullany , Emily Howerton , Matteo Chinazzi , Claire P Smith , Michelle Qin , Nicholas G Reich , Lucie Contamin , John Levander , Jessica Kerr , J Espino , Harry Hochheiser , Kaitlin Lovett , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Joseph C Lemaitre , Juan Dent Hulse , Joshua Kaminsky , Elizabeth C Lee , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Ajitesh Srivastava , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , Benjamin Hurt , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Marta Galanti , Teresa Yamana , Sen Pei , Jeffrey Shaman , Guido Espana , Sean Cavany , Sean Moore , Alex Perkins , Jessica M Healy , Rachel B Slayton , Michael A Johansson , Matthew Biggerstaff , Katriona Shea , Shaun A Truelove , Michael C Runge , Cécile Viboud , Justin Lessler

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

PLoS computational biology

Avec: Velma K Lopez , Estee Y Cramer , Robert Pagano , John M Drake , Eamon B O'Dea , Madeline Adee , Turgay Ayer , Jagpreet Chhatwal , Ozden O Dalgic , Mary A Ladd , Benjamin P Linas , Peter P Mueller , Jade Xiao , Johannes Bracher , Alvaro J Castro Rivadeneira , Aaron Gerding , Tilmann Gneiting , Yuxin Huang , Dasuni Jayawardena , Abdul H Kanji , Khoa Le , Anja Mühlemann , Jarad Niemi , Evan L Ray , Ariane Stark , Yijin Wang , Nutcha Wattanachit , Martha W Zorn , Sen Pei , Jeffrey Shaman , Teresa K Yamana , Samuel R Tarasewicz , Daniel J Wilson , Sid Baccam , Heidi Gurung , Steve Stage , Brad Suchoski , Lei Gao , Zhiling Gu , Myungjin Kim , Xinyi Li , Guannan Wang , Lily Wang , Yueying Wang , Shan Yu , Lauren Gardner , Sonia Jindal , Maximilian Marshall , Kristen Nixon , Juan Dent , Alison L Hill , Joshua Kaminsky , Elizabeth C Lee , Joseph C Lemaitre , Justin Lessler , Claire P Smith , Shaun Truelove , Matt Kinsey , Luke C Mullany , Kaitlin Rainwater-Lovett , Lauren Shin , Katharine Tallaksen , Shelby Wilson , Dean Karlen , Lauren Castro , Geoffrey Fairchild , Isaac Michaud , Dave Osthus , Jiang Bian , Wei Cao , Zhifeng Gao , Juan Lavista Ferres , Chaozhuo Li , Tie-Yan Liu , Xing Xie , Shun Zhang , Shun Zheng , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Ana Pastore Y Piontti , Alessandro Vespignani , Xinyue Xiong , Robert Walraven , Jinghui Chen , Quanquan Gu , Lingxiao Wang , Pan Xu , Weitong Zhang , Difan Zou , Graham Casey Gibson , Daniel Sheldon , Ajitesh Srivastava , Aniruddha Adiga , Benjamin Hurt , Gursharn Kaur , Bryan Lewis , Madhav Marathe , Akhil Sai Peddireddy , Przemyslaw Porebski , Srinivasan Venkatramanan , Lijing Wang , Pragati V Prasad , Jo W Walker , Alexander E Webber , Rachel B Slayton , Matthew Biggerstaff , Nicholas G Reich , Michael A Johansson

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

medRxiv : the preprint server for health sciences

Avec: Nicolò Gozzi , Matteo Chinazzi , Natalie E Dean , Ira M Longini , M Elizabeth Halloran , Nicola Perra , Alessandro Vespignani

Informing pandemic response in the face of uncertainty.

medRxiv : the preprint server for health sciences

Avec: Emily Howerton , Lucie Contamin , Luke C Mullany , Michelle Qin , Nicholas G Reich , Samantha Bents , Rebecca K Borchering , Sung-Mok Jung , Sara L Loo , Claire P Smith , John Levander , Jessica Kerr , J Espino , Willem G van Panhuis , Harry Hochheiser , Marta Galanti , Teresa Yamana , Sen Pei , Jeffrey Shaman , Kaitlin Rainwater-Lovett , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Joseph C Lemaitre , Joshua Kaminsky , Juan Dent Hulse , Elizabeth C Lee , Clif McKee , Alison Hill , Dean Karlen , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Erik T Rosenstrom , Julie S Ivy , Maria E Mayorga , Julie L Swann , Guido España , Sean Cavany , Sean Moore , Alex Perkins , Thomas Hladish , Alexander Pillai , Kok Ben Toh , Ira Longini , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Anass Bouchnita , Kaiming Bi , Michael Lachmann , Spencer Fox , Lauren Ancel Meyers , Auteur inconnu , Ajitesh Srivastava , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , Benjamin Hurt , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Betsy L Cadwell , Jessica M Healy , Rachel B Slayton , Michael A Johansson , Matthew Biggerstaff , Shaun Truelove , Michael C Runge , Katriona Shea , Cécile Viboud , Justin Lessler

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak.

Science (New York, N.Y.)

Avec: Matteo Chinazzi , Jessica T Davis , Marco Ajelli , Corrado Gioannini , Maria Litvinova , Stefano Merler , Ana Pastore Y Piontti , Kunpeng Mu , Luca Rossi , Kaiyuan Sun , Cécile Viboud , Xinyue Xiong , Hongjie Yu , M Elizabeth Halloran , Ira M Longini , Alessandro Vespignani

An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time.

Science advances

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

Avec: Fred S Lu , Andre T Nguyen , Nicholas B Link , Mathieu Molina , Jessica T Davis , Matteo Chinazzi , Xinyue Xiong , Alessandro Vespignani , Marc Lipsitch , Mauricio Santillana

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Estee Y Cramer , Evan L Ray , Velma K Lopez , Johannes Bracher , Andrea Brennen , Alvaro J Castro Rivadeneira , Aaron Gerding , Tilmann Gneiting , Katie H House , Yuxin Huang , Dasuni Jayawardena , Abdul H Kanji , Ayush Khandelwal , Khoa Le , Anja Mühlemann , Jarad Niemi , Apurv Shah , Ariane Stark , Yijin Wang , Nutcha Wattanachit , Martha W Zorn , Youyang Gu , Sansiddh Jain , Nayana Bannur , Ayush Deva , Mihir Kulkarni , Srujana Merugu , Alpan Raval , Siddhant Shingi , Avtansh Tiwari , Jerome White , Neil F Abernethy , Spencer Woody , Maytal Dahan , Spencer Fox , Kelly Gaither , Michael Lachmann , Lauren Ancel Meyers , James G Scott , Mauricio Tec , Ajitesh Srivastava , Glover E George , Jeffrey C Cegan , Ian D Dettwiller , William P England , Matthew W Farthing , Robert H Hunter , Brandon Lafferty , Igor Linkov , Michael L Mayo , Matthew D Parno , Michael A Rowland , Benjamin D Trump , Yanli Zhang-James , Samuel Chen , Stephen V Faraone , Jonathan Hess , Christopher P Morley , Asif Salekin , Dongliang Wang , Sabrina M Corsetti , Thomas M Baer , Marisa C Eisenberg , Karl Falb , Yitao Huang , Emily T Martin , Ella McCauley , Robert L Myers , Tom Schwarz , Daniel Sheldon , Graham Casey Gibson , Rose Yu , Liyao Gao , Yian Ma , Dongxia Wu , Xifeng Yan , Xiaoyong Jin , Yu-Xiang Wang , YangQuan Chen , Lihong Guo , Yanting Zhao , Quanquan Gu , Jinghui Chen , Lingxiao Wang , Pan Xu , Weitong Zhang , Difan Zou , Hannah Biegel , Joceline Lega , Steve McConnell , V P Nagraj , Stephanie L Guertin , Christopher Hulme-Lowe , Stephen D Turner , Yunfeng Shi , Xuegang Ban , Robert Walraven , Qi-Jun Hong , Stanley Kong , Axel van de Walle , James A Turtle , Michal Ben-Nun , Steven Riley , Pete Riley , Ugur Koyluoglu , David DesRoches , Pedro Forli , Bruce Hamory , Christina Kyriakides , Helen Leis , John Milliken , Michael Moloney , James Morgan , Ninad Nirgudkar , Gokce Ozcan , Noah Piwonka , Matt Ravi , Chris Schrader , Elizabeth Shakhnovich , Daniel Siegel , Ryan Spatz , Chris Stiefeling , Barrie Wilkinson , Alexander Wong , Sean Cavany , Guido España , Sean Moore , Rachel Oidtman , Alex Perkins , David Kraus , Andrea Kraus , Zhifeng Gao , Jiang Bian , Wei Cao , Juan Lavista Ferres , Chaozhuo Li , Tie-Yan Liu , Xing Xie , Shun Zhang , Shun Zheng , Alessandro Vespignani , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Ana Pastore Y Piontti , Xinyue Xiong , Andrew Zheng , Jackie Baek , Vivek Farias , Andreea Georgescu , Retsef Levi , Deeksha Sinha , Joshua Wilde , Georgia Perakis , Mohammed Amine Bennouna , David Nze-Ndong , Divya Singhvi , Ioannis Spantidakis , Leann Thayaparan , Asterios Tsiourvas , Arnab Sarker , Ali Jadbabaie , Devavrat Shah , Nicolas Della Penna , Leo A Celi , Saketh Sundar , Russ Wolfinger , Dave Osthus , Lauren Castro , Geoffrey Fairchild , Isaac Michaud , Dean Karlen , Matt Kinsey , Luke C Mullany , Kaitlin Rainwater-Lovett , Lauren Shin , Katharine Tallaksen , Shelby Wilson , Elizabeth C Lee , Juan Dent , Kyra H Grantz , Alison L Hill , Joshua Kaminsky , Kathryn Kaminsky , Lindsay T Keegan , Stephen A Lauer , Joseph C Lemaitre , Justin Lessler , Hannah R Meredith , Javier Perez-Saez , Sam Shah , Claire P Smith , Shaun A Truelove , Josh Wills , Maximilian Marshall , Lauren Gardner , Kristen Nixon , John C Burant , Lily Wang , Lei Gao , Zhiling Gu , Myungjin Kim , Xinyi Li , Guannan Wang , Yueying Wang , Shan Yu , Robert C Reiner , Ryan Barber , Emmanuela Gakidou , Simon I Hay , Steve Lim , Chris Murray , David Pigott , Heidi L Gurung , Prasith Baccam , Steven A Stage , Bradley T Suchoski , B Aditya Prakash , Bijaya Adhikari , Jiaming Cui , Alexander Rodríguez , Anika Tabassum , Jiajia Xie , Pinar Keskinocak , John Asplund , Arden Baxter , Buse Eylul Oruc , Nicoleta Serban , Sercan O Arik , Mike Dusenberry , Arkady Epshteyn , Elli Kanal , Long T Le , Chun-Liang Li , Tomas Pfister , Dario Sava , Rajarishi Sinha , Thomas Tsai , Nate Yoder , Jinsung Yoon , Leyou Zhang , Sam Abbott , Nikos I Bosse , Sebastian Funk , Joel Hellewell , Sophie R Meakin , Katharine Sherratt , Mingyuan Zhou , Rahi Kalantari , Teresa K Yamana , Sen Pei , Jeffrey Shaman , Michael L Li , Dimitris Bertsimas , Omar Skali Lami , Saksham Soni , Hamza Tazi Bouardi , Turgay Ayer , Madeline Adee , Jagpreet Chhatwal , Ozden O Dalgic , Mary A Ladd , Benjamin P Linas , Peter Mueller , Jade Xiao , Yuanjia Wang , Qinxia Wang , Shanghong Xie , Donglin Zeng , Alden Green , Jacob Bien , Logan Brooks , Addison J Hu , Maria Jahja , Daniel McDonald , Balasubramanian Narasimhan , Collin Politsch , Samyak Rajanala , Aaron Rumack , Noah Simon , Ryan J Tibshirani , Rob Tibshirani , Valerie Ventura , Larry Wasserman , Eamon B O'Dea , John M Drake , Robert Pagano , Quoc T Tran , Lam Si Tung Ho , Huong Huynh , Jo W Walker , Rachel B Slayton , Michael A Johansson , Matthew Biggerstaff , Nicholas G Reich

Modeling comparative cost-effectiveness of SARS-CoV-2 vaccine dose fractionation in India.

Nature medicine

Avec: Zhanwei Du , Lin Wang , Abhishek Pandey , Wey Wen Lim , Matteo Chinazzi , Ana Pastore Y Piontti , Eric H Y Lau , Peng Wu , Anup Malani , Sarah Cobey , Benjamin J Cowling

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

PLoS computational biology

Avec: Nicolò Gozzi , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Ana Pastore Y Piontti , Marco Ajelli , Nicola Perra , Alessandro Vespignani

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

Lancet regional health. Americas

Avec: Zhanwei Du , Lin Wang , Yuan Bai , Xutong Wang , Abhishek Pandey , Meagan C Fitzpatrick , Matteo Chinazzi , Ana Pastore Y Piontti , Nathaniel Hupert , Michael Lachmann , Alessandro Vespignani , Alison P Galvani , Benjamin J Cowling , Lauren Ancel Meyers

The unequal effects of the health-economy trade-off during the COVID-19 pandemic.

Nature human behaviour

Avec: Marco Pangallo , Alberto Aleta , R Maria Del Rio-Chanona , Anton Pichler , David Martín-Corral , Matteo Chinazzi , François Lafond , Marco Ajelli , Esteban Moro , Yamir Moreno , Alessandro Vespignani , J Doyne Farmer

Multimodeling approach to evaluating the efficacy of layering pharmaceutical and nonpharmaceutical interventions for influenza pandemics.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Pragati V Prasad , Molly K Steele , Carrie Reed , Lauren Ancel Meyers , Zhanwei Du , Remy Pasco , Jorge A Alfaro-Murillo , Bryan Lewis , Srinivasan Venkatramanan , James Schlitt , Jiangzhuo Chen , Mark Orr , Mandy L Wilson , Stephen Eubank , Lijing Wang , Matteo Chinazzi , Ana Pastore Y Piontti , Jessica T Davis , M Elizabeth Halloran , Ira Longini , Alessandro Vespignani , Sen Pei , Marta Galanti , Sasikiran Kandula , Jeffrey Shaman , David J Haw , Nimalan Arinaminpathy , Matthew Biggerstaff

Ensemble

Epidemics

Avec: Clara Bay , Guillaume St-Onge , Jessica T Davis , Matteo Chinazzi , Emily Howerton , Justin Lessler , Michael C Runge , Katriona Shea , Shaun Truelove , Cecile Viboud , Alessandro Vespignani

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models.

ArXiv

Avec: Dianbo Liu , Leonardo Clemente , Canelle Poirier , Xiyu Ding , Matteo Chinazzi , Jessica T Davis , Alessandro Vespignani , Mauricio Santillana

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

medRxiv : the preprint server for health sciences

Avec: 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 , M Elizabeth Halloran , Ira M Longini , Cécile Viboud , Alessandro Vespignani

Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021.

MMWR. Morbidity and mortality weekly report

Avec: Rebecca K Borchering , Cécile Viboud , Emily Howerton , Claire P Smith , Shaun Truelove , Michael C Runge , Nicholas G Reich , Lucie Contamin , John Levander , Jessica Salerno , Wilbert van Panhuis , Matt Kinsey , Kate Tallaksen , R Freddy Obrecht , Laura Asher , Cash Costello , Michael Kelbaugh , Shelby Wilson , Lauren Shin , Molly E Gallagher , Luke C Mullany , Kaitlin Rainwater-Lovett , Joseph C Lemaitre , Juan Dent , Kyra H Grantz , Joshua Kaminsky , Stephen A Lauer , Elizabeth C Lee , Hannah R Meredith , Javier Perez-Saez , Lindsay T Keegan , Dean Karlen , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Ajitesh Srivastava , Przemyslaw Porebski , Srinivasan Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , James Schlitt , Patrick Corbett , Pyrros Alexander Telionis , Lijing Wang , Akhil Sai Peddireddy , Benjamin Hurt , Jiangzhuo Chen , Anil Vullikanti , Madhav Marathe , Jessica M Healy , Rachel B Slayton , Matthew Biggerstaff , Michael A Johansson , Katriona Shea , Justin Lessler

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

Nature communications

Avec: Anjalika Nande , Justin Sheen , Emma L Walters , Brennan Klein , Matteo Chinazzi , Andrei H Gheorghe , Ben Adlam , Julianna Shinnick , Maria Florencia Tejeda , Samuel V Scarpino , Alessandro Vespignani , Andrew J Greenlee , Daniel Schneider , Michael Z Levy , Alison L Hill

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

The Lancet. Public health

Avec: Zhanwei Du , Abhishek Pandey , Yuan Bai , Meagan C Fitzpatrick , Matteo Chinazzi , Ana Pastore Y Piontti , Michael Lachmann , Alessandro Vespignani , Benjamin J Cowling , Alison P Galvani , Lauren Ancel Meyers

Association between COVID-19 outcomes and mask mandates, adherence, and attitudes.

PloS one

Avec: Dhaval Adjodah , Karthik Dinakar , Matteo Chinazzi , Samuel P Fraiberger , Alex Pentland , Samantha Bates , Kyle Staller , Alessandro Vespignani , Deepak L Bhatt

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

Avec: Shaun Truelove , Claire P Smith , Michelle Qin , Luke C Mullany , Rebecca K Borchering , Justin Lessler , Katriona Shea , Emily Howerton , Lucie Contamin , John Levander , Jessica Kerr , Harry Hochheiser , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Kaitlin Rainwater-Lovett , Joseph C Lemairtre , Juan Dent , Joshua Kaminsky , Elizabeth C Lee , Javier Perez-Saez , Alison Hill , Dean Karlen , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Ajitesh Srivastava , Przemyslaw Porebski , Srinivasan Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , Mark Orr , Galen Harrison , Benjamin Hurt , Jiangzhuo Chen , Anil Vullikanti , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Marta Galanti , Teresa K Yamana , Sen Pei , Jeffrey L Shaman , Jessica M Healy , Rachel B Slayton , Matthew Biggerstaff , Michael A Johansson , Michael C Runge , Cecile Viboud

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

medRxiv : the preprint server for health sciences

Avec: Sarabeth M Mathis , Alexander E Webber , Tomás M León , Erin L Murray , Monica Sun , Lauren A White , Logan C Brooks , Alden Green , Addison J Hu , Daniel J McDonald , Roni Rosenfeld , Dmitry Shemetov , Ryan J Tibshirani , Sasikiran Kandula , Sen Pei , Jeffrey Shaman , Rami Yaari , Teresa K Yamana , Pulak Agarwal , Srikar Balusu , Gautham Gururajan , Harshavardhan Kamarthi , B Aditya Prakash , Rishi Raman , Alexander Rodríguez , Zhiyuan Zhao , Akilan Meiyappan , Shalina Omar , Prasith Baccam , Heidi L Gurung , Steve A Stage , Brad T Suchoski , Marco Ajelli , Allisandra G Kummer , Maria Litvinova , Paulo C Ventura , Spencer Wadsworth , Jarad Niemi , Erica Carcelen , Alison L Hill , Sung-Mok Jung , Joseph C Lemaitre , Justin Lessler , Sara L Loo , Clifton D McKee , Koji Sato , Claire Smith , Shaun Truelove , Thomas McAndrew , Wenxuan Ye , Nikos Bosse , William S Hlavacek , Yen Ting Lin , Abhishek Mallela , Ye Chen , Shelby M Lamm , Jaechoul Lee , Richard G Posner , Amanda C Perofsky , Cécile Viboud , Leonardo Clemente , Fred Lu , Austin G Meyer , Mauricio Santillana , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Ana Pastore Y Piontti , Alessandro Vespignani , Xinyue Xiong , Michal Ben-Nun , Pete Riley , James Turtle , Chis Hulme-Lowe , Shakeel Jessa , V P Nagraj , Stephen D Turner , Desiree Williams , Avranil Basu , John M Drake , Spencer J Fox , Graham C Gibson , Ehsan Suez , Edward W Thommes , Monica G Cojocaru , Estee Y Cramer , Aaron Gerding , Ariane Stark , Evan L Ray , Nicholas G Reich , Li Shandross , Nutcha Wattanachit , Yijin Wang , Martha W Zorn , Majd Al Aawar , Ajitesh Srivastava , Lauren A Meyers , Aniruddha Adiga , Benjamin Hurt , Gursharn Kaur , Bryan L Lewis , Madhav Marathe , Srinivasan Venkatramanan , Patrick Butler , Andrew Farabow , Nikhil Muralidhar , Naren Ramakrishnan , Carrie Reed , Matthew Biggerstaff , Rebecca K Borchering

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.

Lancet regional health. Americas

Avec: Rebecca K Borchering , Luke C Mullany , Emily Howerton , Matteo Chinazzi , Claire P Smith , Michelle Qin , Nicholas G Reich , Lucie Contamin , John Levander , Jessica Kerr , J Espino , Harry Hochheiser , Kaitlin Lovett , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Joseph C Lemaitre , Juan Dent Hulse , Joshua Kaminsky , Elizabeth C Lee , Alison L Hill , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Ajitesh Srivastava , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , Benjamin Hurt , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Marta Galanti , Teresa Yamana , Sen Pei , Jeffrey Shaman , Guido España , Sean Cavany , Sean Moore , Alex Perkins , Jessica M Healy , Rachel B Slayton , Michael A Johansson , Matthew Biggerstaff , Katriona Shea , Shaun A Truelove , Michael C Runge , Cécile Viboud , Justin Lessler

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

Communications medicine

Avec: Brennan Klein , Ana C Zenteno , Daisha Joseph , Mohammadmehdi Zahedi , Michael Hu , Martin S Copenhaver , Moritz U G Kraemer , Matteo Chinazzi , Michael Klompas , Alessandro Vespignani , Samuel V Scarpino , Hojjat Salmasian

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

medRxiv : the preprint server for health sciences

Avec: Guillaume St-Onge , Jessica T Davis , Laurent Hébert-Dufresne , Antoine Allard , Alessandra Urbinati , Samuel V Scarpino , Matteo Chinazzi , Alessandro Vespignani

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

Nature human behaviour

Avec: Alberto Aleta , David Martín-Corral , Ana Pastore Y Piontti , Marco Ajelli , Maria Litvinova , Matteo Chinazzi , Natalie E Dean , M Elizabeth Halloran , Ira M Longini , Stefano Merler , Alex Pentland , Alessandro Vespignani , Esteban Moro , Yamir Moreno

Estimating the establishment of local transmission and the cryptic phase of the COVID-19 pandemic in the USA.

medRxiv : the preprint server for health sciences

Avec: 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 , M Elizabeth Halloran , Ira M Longini , Cécile Viboud , Alessandro Vespignani

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

medRxiv : the preprint server for health sciences

Inferring high-resolution human mixing patterns for disease modeling.

Nature communications

Avec: Dina Mistry , Maria Litvinova , Ana Pastore Y Piontti , Matteo Chinazzi , Laura Fumanelli , Marcelo F C Gomes , Syed A Haque , Quan-Hui Liu , Kunpeng Mu , Xinyue Xiong , M Elizabeth Halloran , Ira M Longini , Stefano Merler , Marco Ajelli , Alessandro Vespignani

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

medRxiv : the preprint server for health sciences

Avec: Anjalika Nande , Justin Sheen , Emma L Walters , Brennan Klein , Matteo Chinazzi , Andrei Gheorghe , Ben Adlam , Julianna Shinnick , Maria Florencia Tejeda , Samuel V Scarpino , Alessandro Vespignani , Andrew J Greenlee , Daniel Schneider , Michael Z Levy , Alison L Hill

Correction: 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

Avec: Dianbo Liu , Leonardo Clemente , Canelle Poirier , Xiyu Ding , Matteo Chinazzi , Jessica Davis , Alessandro Vespignani , Mauricio Santillana

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.

medRxiv : the preprint server for health sciences

Avec: Shaun Truelove , Claire P Smith , Michelle Qin , Luke C Mullany , Rebecca K Borchering , Justin Lessler , Katriona Shea , Emily Howerton , Lucie Contamin , John Levander , Jessica Salerno , Harry Hochheiser , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Kaitlin Rainwater-Lovett , Joseph C Lemaitre , Juan Dent , Joshua Kaminsky , Elizabeth C Lee , Javier Perez-Saez , Alison Hill , Dean Karlen , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Ajitesh Srivastava , Przemyslaw Porebski , Srinivasan Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , James Schlitt , Patrick Corbett , Pyrros Alexander Telionis , Lijing Wang , Akhil Sai Peddireddy , Benjamin Hurt , Jiangzhuo Chen , Anil Vullikanti , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Marta Galanti , Teresa Yamana , Sen Pei , Jeffrey Shaman , Nicholas G Reich , Jessica M Healy , Rachel B Slayton , Matthew Biggerstaff , Michael A Johansson , Michael C Runge , Cécile Viboud

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

PLOS digital health

Avec: Brennan Klein , Nicholas Generous , Matteo Chinazzi , Zarana Bhadricha , Rishab Gunashekar , Preeti Kori , Bodian Li , Stefan McCabe , Jon Green , David Lazer , Christopher R Marsicano , Samuel V Scarpino , Alessandro Vespignani

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

Nature communications

Avec: Nicolò Gozzi , Matteo Chinazzi , Natalie E Dean , Ira M Longini , M Elizabeth Halloran , Nicola Perra , Alessandro Vespignani

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

Epidemics

Avec: Matteo Chinazzi , Jessica T Davis , Ana Pastore Y Piontti , Kunpeng Mu , Nicolò Gozzi , Marco Ajelli , Nicola Perra , Alessandro Vespignani

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

PLoS medicine

Avec: Sung-Mok Jung , Sara L Loo , Emily Howerton , Lucie Contamin , Claire P Smith , Erica C Carcelén , Katie Yan , Samantha J Bents , John Levander , Jessi Espino , Joseph C Lemaitre , Koji Sato , Clifton D McKee , Alison L Hill , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Alessandro Vespignani , Erik T Rosenstrom , Sebastian A Rodriguez-Cartes , Julie S Ivy , Maria E Mayorga , Julie L Swann , Guido España , Sean Cavany , Sean M Moore , T Alex Perkins , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Ajitesh Srivastava , Majd Al Aawar , Kaiming Bi , Shraddha Ramdas Bandekar , Anass Bouchnita , Spencer J Fox , Lauren Ancel Meyers , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Benjamin Hurt , Brian Klahn , Joseph Outten , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Anil Vullikanti , Bryan Lewis , Madhav Marathe , Harry Hochheiser , Michael C Runge , Katriona Shea , Shaun Truelove , Cécile Viboud , Justin Lessler

Potential impact of annual vaccination with reformulated COVID-19 vaccines: lessons from the U.S. COVID-19 Scenario Modeling Hub.

medRxiv : the preprint server for health sciences

Avec: Sung-Mok Jung , Sara L Loo , Emily Howerton , Lucie Contamin , Claire P Smith , Erica C Carcelén , Katie Yan , Samantha J Bents , John Levander , Jessi Espino , Joseph C Lemaitre , Koji Sato , Clif D McKee , Alison L Hill , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Alessandro Vespignani , Erik T Rosenstrom , Sebastian A Rodriguez-Cartes , Julie S Ivy , Maria E Mayorga , Julie L Swann , Guido España , Sean Cavany , Sean M Moore , Alex Perkins , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Ajitesh Srivastava , Majd Al Aawar , Kaiming Bi , Shraddha Ramdas Bandekar , Anass Bouchnita , Spencer J Fox , Lauren Ancel Meyers , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Benjamin Hurt , Brian Klahn , Joseph Outten , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Anil Vullikanti , Bryan Lewis , Madhav Marathe , Harry Hochheiser , Michael C Runge , Katriona Shea , Shaun Truelove , Cécile Viboud , Justin Lessler

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

Nature communications

Avec: Emily Howerton , Lucie Contamin , Luke C Mullany , Michelle Qin , Nicholas G Reich , Samantha Bents , Rebecca K Borchering , Sung-Mok Jung , Sara L Loo , Claire P Smith , John Levander , Jessica Kerr , J Espino , Willem G van Panhuis , Harry Hochheiser , Marta Galanti , Teresa Yamana , Sen Pei , Jeffrey Shaman , Kaitlin Rainwater-Lovett , Matt Kinsey , Kate Tallaksen , Shelby Wilson , Lauren Shin , Joseph C Lemaitre , Joshua Kaminsky , Juan Dent Hulse , Elizabeth C Lee , Clifton D McKee , Alison Hill , Dean Karlen , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Xinyue Xiong , Ana Pastore Y Piontti , Alessandro Vespignani , Erik T Rosenstrom , Julie S Ivy , Maria E Mayorga , Julie L Swann , Guido España , Sean Cavany , Sean Moore , Alex Perkins , Thomas Hladish , Alexander Pillai , Kok Ben Toh , Ira Longini , Shi Chen , Rajib Paul , Daniel Janies , Jean-Claude Thill , Anass Bouchnita , Kaiming Bi , Michael Lachmann , Spencer J Fox , Lauren Ancel Meyers , Ajitesh Srivastava , Przemyslaw Porebski , Srini Venkatramanan , Aniruddha Adiga , Bryan Lewis , Brian Klahn , Joseph Outten , Benjamin Hurt , Jiangzhuo Chen , Henning Mortveit , Amanda Wilson , Madhav Marathe , Stefan Hoops , Parantapa Bhattacharya , Dustin Machi , Betsy L Cadwell , Jessica M Healy , Rachel B Slayton , Michael A Johansson , Matthew Biggerstaff , Shaun Truelove , Michael C Runge , Katriona Shea , Cécile Viboud , Justin Lessler

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

Nature communications

Avec: Sarabeth M Mathis , Alexander E Webber , Tomás M León , Erin L Murray , Monica Sun , Lauren A White , Logan C Brooks , Alden Green , Addison J Hu , Roni Rosenfeld , Dmitry Shemetov , Ryan J Tibshirani , Daniel J McDonald , Sasikiran Kandula , Sen Pei , Rami Yaari , Teresa K Yamana , Jeffrey Shaman , Pulak Agarwal , Srikar Balusu , Gautham Gururajan , Harshavardhan Kamarthi , B Aditya Prakash , Rishi Raman , Zhiyuan Zhao , Alexander Rodríguez , Akilan Meiyappan , Shalina Omar , Prasith Baccam , Heidi L Gurung , Brad T Suchoski , Steve A Stage , Marco Ajelli , Allisandra G Kummer , Maria Litvinova , Paulo C Ventura , Spencer Wadsworth , Jarad Niemi , Erica Carcelen , Alison L Hill , Sara L Loo , Clifton D McKee , Koji Sato , Claire Smith , Shaun Truelove , Sung-Mok Jung , Joseph C Lemaitre , Justin Lessler , Thomas McAndrew , Wenxuan Ye , Nikos Bosse , William S Hlavacek , Yen Ting Lin , Abhishek Mallela , Graham C Gibson , Ye Chen , Shelby M Lamm , Jaechoul Lee , Richard G Posner , Amanda C Perofsky , Cécile Viboud , Leonardo Clemente , Fred Lu , Austin G Meyer , Mauricio Santillana , Matteo Chinazzi , Jessica T Davis , Kunpeng Mu , Ana Pastore Y Piontti , Alessandro Vespignani , Xinyue Xiong , Michal Ben-Nun , Pete Riley , James Turtle , Chis Hulme-Lowe , Shakeel Jessa , V P Nagraj , Stephen D Turner , Desiree Williams , Avranil Basu , John M Drake , Spencer J Fox , Ehsan Suez , Monica G Cojocaru , Edward W Thommes , Estee Y Cramer , Aaron Gerding , Ariane Stark , Evan L Ray , Nicholas G Reich , Li Shandross , Nutcha Wattanachit , Yijin Wang , Martha W Zorn , Majd Al Aawar , Ajitesh Srivastava , Lauren A Meyers , Aniruddha Adiga , Benjamin Hurt , Gursharn Kaur , Bryan L Lewis , Madhav Marathe , Srinivasan Venkatramanan , Patrick Butler , Andrew Farabow , Naren Ramakrishnan , Nikhil Muralidhar , Carrie Reed , Matthew Biggerstaff , Rebecca K Borchering

Réseau de co-auteurs

Alessandro Vespignani 46 collaborations

Jessica T Davis 26 collaborations

Ana Pastore Y Piontti 26 collaborations

Kunpeng Mu 20 collaborations

Xinyue Xiong 19 collaborations

Cécile Viboud 15 collaborations

Marco Ajelli 14 collaborations

Justin Lessler 14 collaborations

Ajitesh Srivastava 13 collaborations

M Elizabeth Halloran 12 collaborations

Joseph C Lemaitre 12 collaborations

Aniruddha Adiga 12 collaborations

Benjamin Hurt 12 collaborations

Madhav Marathe 12 collaborations

Matthew Biggerstaff 12 collaborations

Maria Litvinova 11 collaborations

Ira M Longini 11 collaborations

Claire P Smith 11 collaborations

Bryan Lewis 11 collaborations

Sen Pei 11 collaborations

Shaun Truelove 11 collaborations

Emily Howerton 10 collaborations

Nicholas G Reich 10 collaborations

Przemyslaw Porebski 10 collaborations

Jiangzhuo Chen 10 collaborations

Jeffrey Shaman 10 collaborations

Katriona Shea 10 collaborations

Michael C Runge 10 collaborations

Mauricio Santillana 9 collaborations

Rebecca K Borchering 9 collaborations

Luke C Mullany 9 collaborations

Lucie Contamin 9 collaborations

John Levander 9 collaborations

Matt Kinsey 9 collaborations

Shelby Wilson 9 collaborations

Lauren Shin 9 collaborations

Joshua Kaminsky 9 collaborations

Elizabeth C Lee 9 collaborations

Brian Klahn 9 collaborations

Joseph Outten 9 collaborations

Rachel B Slayton 9 collaborations

Michael A Johansson 9 collaborations

Alison L Hill 9 collaborations

Nicola Perra 8 collaborations

Natalie E Dean 8 collaborations

Stefano Merler 8 collaborations

Harry Hochheiser 8 collaborations

Stefan Hoops 8 collaborations

Parantapa Bhattacharya 8 collaborations

Dustin Machi 8 collaborations

Shi Chen 8 collaborations

Rajib Paul 8 collaborations

Daniel Janies 8 collaborations

Jean-Claude Thill 8 collaborations

Lauren Ancel Meyers 8 collaborations

Leonardo Clemente 7 collaborations

Kate Tallaksen 7 collaborations

Marta Galanti 7 collaborations

Sean Cavany 7 collaborations

Jessica M Healy 7 collaborations

Kaitlin Rainwater-Lovett 7 collaborations

Dean Karlen 7 collaborations

Srinivasan Venkatramanan 7 collaborations

Samuel V Scarpino 6 collaborations

Michelle Qin 6 collaborations

Srini Venkatramanan 6 collaborations

Henning Mortveit 6 collaborations

Amanda Wilson 6 collaborations

Alex Perkins 6 collaborations

Sung-Mok Jung 6 collaborations

Sara L Loo 6 collaborations

Guido España 6 collaborations

Corrado Gioannini 5 collaborations

Luca Rossi 5 collaborations

Kaiyuan Sun 5 collaborations

Brennan Klein 5 collaborations

Nicolò Gozzi 5 collaborations

Jessica Kerr 5 collaborations

Teresa Yamana 5 collaborations

Sean Moore 5 collaborations

Teresa K Yamana 5 collaborations

Juan Dent 5 collaborations

Michael Lachmann 5 collaborations

Anil Vullikanti 5 collaborations

Spencer J Fox 5 collaborations

Jessica Davis 4 collaborations

Nicholas B Link 4 collaborations

Andre T Nguyen 4 collaborations

Fred S Lu 4 collaborations

Alberto Aleta 4 collaborations

David Martín-Corral 4 collaborations

Alex Pentland 4 collaborations

Yamir Moreno 4 collaborations

Esteban Moro 4 collaborations

J Espino 4 collaborations

Juan Dent Hulse 4 collaborations

Estee Y Cramer 4 collaborations

John M Drake 4 collaborations

Aaron Gerding 4 collaborations

Jarad Niemi 4 collaborations

Evan L Ray 4 collaborations

Ariane Stark 4 collaborations

Yijin Wang 4 collaborations

Nutcha Wattanachit 4 collaborations

Martha W Zorn 4 collaborations

Lijing Wang 4 collaborations

Alison Hill 4 collaborations

Erik T Rosenstrom 4 collaborations

Julie S Ivy 4 collaborations

Maria E Mayorga 4 collaborations

Julie L Swann 4 collaborations

Anass Bouchnita 4 collaborations

Kaiming Bi 4 collaborations

Javier Perez-Saez 4 collaborations

Zhanwei Du 4 collaborations

Clifton D McKee 4 collaborations

Koji Sato 4 collaborations

Majd Al Aawar 4 collaborations

Dianbo Liu 3 collaborations

Canelle Poirier 3 collaborations

Xiyu Ding 3 collaborations

Shaun A Truelove 3 collaborations

Gursharn Kaur 3 collaborations

Akhil Sai Peddireddy 3 collaborations

Alexander E Webber 3 collaborations

Ira Longini 3 collaborations

V P Nagraj 3 collaborations

Stephen D Turner 3 collaborations

Michal Ben-Nun 3 collaborations

Pete Riley 3 collaborations

Heidi L Gurung 3 collaborations

Prasith Baccam 3 collaborations

B Aditya Prakash 3 collaborations

Alexander Rodríguez 3 collaborations

Alden Green 3 collaborations

Addison J Hu 3 collaborations

Ryan J Tibshirani 3 collaborations

Abhishek Pandey 3 collaborations

Benjamin J Cowling 3 collaborations

Carrie Reed 3 collaborations

James Schlitt 3 collaborations

Sasikiran Kandula 3 collaborations

Nicole E Kogan 2 collaborations

Parker Liautaud 2 collaborations

Justin Kaashoek 2 collaborations

Peter Huybers 2 collaborations

Bernd Resch 2 collaborations

Clemens Havas 2 collaborations

Andreas Petutschnig 2 collaborations

Backtosch Mustafa 2 collaborations

William P Hanage 2 collaborations

Stefan McCabe 2 collaborations

Moritz U G Kraemer 2 collaborations

David Lazer 2 collaborations

Marc Lipsitch 2 collaborations

Hongjie Yu 2 collaborations

Kaitlin Lovett 2 collaborations

Velma K Lopez 2 collaborations

Robert Pagano 2 collaborations

Eamon B O'Dea 2 collaborations

Madeline Adee 2 collaborations

Turgay Ayer 2 collaborations

Jagpreet Chhatwal 2 collaborations

Ozden O Dalgic 2 collaborations

Mary A Ladd 2 collaborations

Benjamin P Linas 2 collaborations

Jade Xiao 2 collaborations

Johannes Bracher 2 collaborations

Alvaro J Castro Rivadeneira 2 collaborations

Tilmann Gneiting 2 collaborations

Yuxin Huang 2 collaborations

Dasuni Jayawardena 2 collaborations

Abdul H Kanji 2 collaborations

Khoa Le 2 collaborations

Anja Mühlemann 2 collaborations

Lei Gao 2 collaborations

Zhiling Gu 2 collaborations

Myungjin Kim 2 collaborations

Xinyi Li 2 collaborations

Guannan Wang 2 collaborations

Lily Wang 2 collaborations

Yueying Wang 2 collaborations

Shan Yu 2 collaborations

Lauren Gardner 2 collaborations

Maximilian Marshall 2 collaborations

Kristen Nixon 2 collaborations

Katharine Tallaksen 2 collaborations

Lauren Castro 2 collaborations

Geoffrey Fairchild 2 collaborations

Isaac Michaud 2 collaborations

Dave Osthus 2 collaborations

Jiang Bian 2 collaborations

Wei Cao 2 collaborations

Zhifeng Gao 2 collaborations

Juan Lavista Ferres 2 collaborations

Chaozhuo Li 2 collaborations

Tie-Yan Liu 2 collaborations

Xing Xie 2 collaborations

Shun Zhang 2 collaborations

Shun Zheng 2 collaborations

Robert Walraven 2 collaborations

Jinghui Chen 2 collaborations

Quanquan Gu 2 collaborations

Lingxiao Wang 2 collaborations

Pan Xu 2 collaborations

Weitong Zhang 2 collaborations

Difan Zou 2 collaborations

Graham Casey Gibson 2 collaborations

Daniel Sheldon 2 collaborations

Pragati V Prasad 2 collaborations

Jo W Walker 2 collaborations

Samantha Bents 2 collaborations

Willem G van Panhuis 2 collaborations

Thomas Hladish 2 collaborations

Alexander Pillai 2 collaborations

Kok Ben Toh 2 collaborations

Spencer Fox 2 collaborations

Betsy L Cadwell 2 collaborations

Kyra H Grantz 2 collaborations

Lindsay T Keegan 2 collaborations

Stephen A Lauer 2 collaborations

Hannah R Meredith 2 collaborations

Lin Wang 2 collaborations

Yuan Bai 2 collaborations

Meagan C Fitzpatrick 2 collaborations

Alison P Galvani 2 collaborations

Mark Orr 2 collaborations

Guillaume St-Onge 2 collaborations

Cecile Viboud 2 collaborations

Jessica Salerno 2 collaborations

Patrick Corbett 2 collaborations

Pyrros Alexander Telionis 2 collaborations

Anjalika Nande 2 collaborations

Justin Sheen 2 collaborations

Emma L Walters 2 collaborations

Ben Adlam 2 collaborations

Julianna Shinnick 2 collaborations

Maria Florencia Tejeda 2 collaborations

Andrew J Greenlee 2 collaborations

Daniel Schneider 2 collaborations

Michael Z Levy 2 collaborations

Sarabeth M Mathis 2 collaborations

Tomás M León 2 collaborations

Erin L Murray 2 collaborations

Monica Sun 2 collaborations

Lauren A White 2 collaborations

Logan C Brooks 2 collaborations

Daniel J McDonald 2 collaborations

Roni Rosenfeld 2 collaborations

Dmitry Shemetov 2 collaborations

Rami Yaari 2 collaborations

Pulak Agarwal 2 collaborations

Srikar Balusu 2 collaborations

Gautham Gururajan 2 collaborations

Harshavardhan Kamarthi 2 collaborations

Rishi Raman 2 collaborations

Zhiyuan Zhao 2 collaborations

Akilan Meiyappan 2 collaborations

Shalina Omar 2 collaborations

Steve A Stage 2 collaborations

Brad T Suchoski 2 collaborations

Allisandra G Kummer 2 collaborations

Paulo C Ventura 2 collaborations

Spencer Wadsworth 2 collaborations

Erica Carcelen 2 collaborations

Claire Smith 2 collaborations

Thomas McAndrew 2 collaborations

Wenxuan Ye 2 collaborations

Nikos Bosse 2 collaborations

William S Hlavacek 2 collaborations

Yen Ting Lin 2 collaborations

Abhishek Mallela 2 collaborations

Ye Chen 2 collaborations

Shelby M Lamm 2 collaborations

Jaechoul Lee 2 collaborations

Richard G Posner 2 collaborations

Amanda C Perofsky 2 collaborations

Fred Lu 2 collaborations

Austin G Meyer 2 collaborations

James Turtle 2 collaborations

Chis Hulme-Lowe 2 collaborations

Shakeel Jessa 2 collaborations

Desiree Williams 2 collaborations

Avranil Basu 2 collaborations

Graham C Gibson 2 collaborations

Ehsan Suez 2 collaborations

Edward W Thommes 2 collaborations

Monica G Cojocaru 2 collaborations

Li Shandross 2 collaborations

Lauren A Meyers 2 collaborations

Bryan L Lewis 2 collaborations

Patrick Butler 2 collaborations

Andrew Farabow 2 collaborations

Nikhil Muralidhar 2 collaborations

Naren Ramakrishnan 2 collaborations

Erica C Carcelén 2 collaborations

Katie Yan 2 collaborations

Samantha J Bents 2 collaborations

Jessi Espino 2 collaborations

Sebastian A Rodriguez-Cartes 2 collaborations

Sean M Moore 2 collaborations

Shraddha Ramdas Bandekar 2 collaborations

Michiel A Bakker 1 collaboration

Timothy LaRock 1 collaboration

Leo Torres 1 collaboration

Lisa Friedland 1 collaboration

Maciej Kos 1 collaboration

Filippo Privitera 1 collaboration

Brennan Lake 1 collaboration

John S Brownstein 1 collaboration

Richard Gonzalez 1 collaboration

Tina Eliassi-Rad 1 collaboration

Michele Tizzoni 1 collaboration

Leo Ferres 1 collaboration

Guido Espana 1 collaboration

Peter P Mueller 1 collaboration

Samuel R Tarasewicz 1 collaboration

Daniel J Wilson 1 collaboration

Sid Baccam 1 collaboration

Heidi Gurung 1 collaboration

Steve Stage 1 collaboration

Brad Suchoski 1 collaboration

Sonia Jindal 1 collaboration

Clif McKee 1 collaboration

None None 1 collaboration

Mathieu Molina 1 collaboration

Andrea Brennen 1 collaboration

Katie H House 1 collaboration

Ayush Khandelwal 1 collaboration

Apurv Shah 1 collaboration

Youyang Gu 1 collaboration

Sansiddh Jain 1 collaboration

Nayana Bannur 1 collaboration

Ayush Deva 1 collaboration

Mihir Kulkarni 1 collaboration

Srujana Merugu 1 collaboration

Alpan Raval 1 collaboration

Siddhant Shingi 1 collaboration

Avtansh Tiwari 1 collaboration

Jerome White 1 collaboration

Neil F Abernethy 1 collaboration

Spencer Woody 1 collaboration

Maytal Dahan 1 collaboration

Kelly Gaither 1 collaboration

James G Scott 1 collaboration

Mauricio Tec 1 collaboration

Glover E George 1 collaboration

Jeffrey C Cegan 1 collaboration

Ian D Dettwiller 1 collaboration

William P England 1 collaboration

Matthew W Farthing 1 collaboration

Robert H Hunter 1 collaboration

Brandon Lafferty 1 collaboration

Igor Linkov 1 collaboration

Michael L Mayo 1 collaboration

Matthew D Parno 1 collaboration

Michael A Rowland 1 collaboration

Benjamin D Trump 1 collaboration

Yanli Zhang-James 1 collaboration

Samuel Chen 1 collaboration

Stephen V Faraone 1 collaboration

Jonathan Hess 1 collaboration

Christopher P Morley 1 collaboration

Asif Salekin 1 collaboration

Dongliang Wang 1 collaboration

Sabrina M Corsetti 1 collaboration

Thomas M Baer 1 collaboration

Marisa C Eisenberg 1 collaboration

Karl Falb 1 collaboration

Yitao Huang 1 collaboration

Emily T Martin 1 collaboration

Ella McCauley 1 collaboration

Robert L Myers 1 collaboration

Tom Schwarz 1 collaboration

Rose Yu 1 collaboration

Liyao Gao 1 collaboration

Yian Ma 1 collaboration

Dongxia Wu 1 collaboration

Xifeng Yan 1 collaboration

Xiaoyong Jin 1 collaboration

Yu-Xiang Wang 1 collaboration

YangQuan Chen 1 collaboration

Lihong Guo 1 collaboration

Yanting Zhao 1 collaboration

Hannah Biegel 1 collaboration

Joceline Lega 1 collaboration

Steve McConnell 1 collaboration

Stephanie L Guertin 1 collaboration

Christopher Hulme-Lowe 1 collaboration

Yunfeng Shi 1 collaboration

Xuegang Ban 1 collaboration

Qi-Jun Hong 1 collaboration

Stanley Kong 1 collaboration

Axel van de Walle 1 collaboration

James A Turtle 1 collaboration

Steven Riley 1 collaboration

Ugur Koyluoglu 1 collaboration

David DesRoches 1 collaboration

Pedro Forli 1 collaboration

Bruce Hamory 1 collaboration

Christina Kyriakides 1 collaboration

Helen Leis 1 collaboration

John Milliken 1 collaboration

Michael Moloney 1 collaboration

James Morgan 1 collaboration

Ninad Nirgudkar 1 collaboration

Gokce Ozcan 1 collaboration

Noah Piwonka 1 collaboration

Matt Ravi 1 collaboration

Chris Schrader 1 collaboration

Elizabeth Shakhnovich 1 collaboration

Daniel Siegel 1 collaboration

Ryan Spatz 1 collaboration

Chris Stiefeling 1 collaboration

Barrie Wilkinson 1 collaboration

Alexander Wong 1 collaboration

Rachel Oidtman 1 collaboration

David Kraus 1 collaboration

Andrea Kraus 1 collaboration

Andrew Zheng 1 collaboration

Jackie Baek 1 collaboration

Vivek Farias 1 collaboration

Andreea Georgescu 1 collaboration

Retsef Levi 1 collaboration

Deeksha Sinha 1 collaboration

Joshua Wilde 1 collaboration

Georgia Perakis 1 collaboration

Mohammed Amine Bennouna 1 collaboration

David Nze-Ndong 1 collaboration

Divya Singhvi 1 collaboration

Ioannis Spantidakis 1 collaboration

Leann Thayaparan 1 collaboration

Asterios Tsiourvas 1 collaboration

Arnab Sarker 1 collaboration

Ali Jadbabaie 1 collaboration

Devavrat Shah 1 collaboration

Nicolas Della Penna 1 collaboration

Leo A Celi 1 collaboration

Saketh Sundar 1 collaboration

Russ Wolfinger 1 collaboration

Kathryn Kaminsky 1 collaboration

Sam Shah 1 collaboration

Josh Wills 1 collaboration

John C Burant 1 collaboration

Robert C Reiner 1 collaboration

Ryan Barber 1 collaboration

Emmanuela Gakidou 1 collaboration

Simon I Hay 1 collaboration

Steve Lim 1 collaboration

Chris Murray 1 collaboration

David Pigott 1 collaboration

Steven A Stage 1 collaboration

Bradley T Suchoski 1 collaboration

Bijaya Adhikari 1 collaboration

Jiaming Cui 1 collaboration

Anika Tabassum 1 collaboration

Jiajia Xie 1 collaboration

Pinar Keskinocak 1 collaboration

John Asplund 1 collaboration

Arden Baxter 1 collaboration

Buse Eylul Oruc 1 collaboration

Nicoleta Serban 1 collaboration

Sercan O Arik 1 collaboration

Mike Dusenberry 1 collaboration

Arkady Epshteyn 1 collaboration

Elli Kanal 1 collaboration

Long T Le 1 collaboration

Chun-Liang Li 1 collaboration

Tomas Pfister 1 collaboration

Dario Sava 1 collaboration

Rajarishi Sinha 1 collaboration

Thomas Tsai 1 collaboration

Nate Yoder 1 collaboration

Jinsung Yoon 1 collaboration

Leyou Zhang 1 collaboration

Sam Abbott 1 collaboration

Nikos I Bosse 1 collaboration

Sebastian Funk 1 collaboration

Joel Hellewell 1 collaboration

Sophie R Meakin 1 collaboration

Katharine Sherratt 1 collaboration

Mingyuan Zhou 1 collaboration

Rahi Kalantari 1 collaboration

Michael L Li 1 collaboration

Dimitris Bertsimas 1 collaboration

Omar Skali Lami 1 collaboration

Saksham Soni 1 collaboration

Hamza Tazi Bouardi 1 collaboration

Peter Mueller 1 collaboration

Yuanjia Wang 1 collaboration

Qinxia Wang 1 collaboration

Shanghong Xie 1 collaboration

Donglin Zeng 1 collaboration

Jacob Bien 1 collaboration

Logan Brooks 1 collaboration

Maria Jahja 1 collaboration

Daniel McDonald 1 collaboration

Balasubramanian Narasimhan 1 collaboration

Collin Politsch 1 collaboration

Samyak Rajanala 1 collaboration

Aaron Rumack 1 collaboration

Noah Simon 1 collaboration

Rob Tibshirani 1 collaboration

Valerie Ventura 1 collaboration

Larry Wasserman 1 collaboration

Quoc T Tran 1 collaboration

Lam Si Tung Ho 1 collaboration

Huong Huynh 1 collaboration

Wey Wen Lim 1 collaboration

Eric H Y Lau 1 collaboration

Peng Wu 1 collaboration

Anup Malani 1 collaboration

Sarah Cobey 1 collaboration

Xutong Wang 1 collaboration

Nathaniel Hupert 1 collaboration

Marco Pangallo 1 collaboration

R Maria Del Rio-Chanona 1 collaboration

Anton Pichler 1 collaboration

François Lafond 1 collaboration

J Doyne Farmer 1 collaboration

Molly K Steele 1 collaboration

Remy Pasco 1 collaboration

Jorge A Alfaro-Murillo 1 collaboration

Mandy L Wilson 1 collaboration

Stephen Eubank 1 collaboration

David J Haw 1 collaboration

Nimalan Arinaminpathy 1 collaboration

Clara Bay 1 collaboration

Wilbert van Panhuis 1 collaboration

R Freddy Obrecht 1 collaboration

Laura Asher 1 collaboration

Cash Costello 1 collaboration

Michael Kelbaugh 1 collaboration

Molly E Gallagher 1 collaboration

Andrei H Gheorghe 1 collaboration

Dhaval Adjodah 1 collaboration

Karthik Dinakar 1 collaboration

Samuel P Fraiberger 1 collaboration

Samantha Bates 1 collaboration

Kyle Staller 1 collaboration

Deepak L Bhatt 1 collaboration

Joseph C Lemairtre 1 collaboration

Galen Harrison 1 collaboration

Jeffrey L Shaman 1 collaboration

Ana C Zenteno 1 collaboration

Daisha Joseph 1 collaboration

Mohammadmehdi Zahedi 1 collaboration

Michael Hu 1 collaboration

Martin S Copenhaver 1 collaboration

Michael Klompas 1 collaboration

Hojjat Salmasian 1 collaboration

Laurent Hébert-Dufresne 1 collaboration

Antoine Allard 1 collaboration

Alessandra Urbinati 1 collaboration

Dina Mistry 1 collaboration

Laura Fumanelli 1 collaboration

Marcelo F C Gomes 1 collaboration

Syed A Haque 1 collaboration

Quan-Hui Liu 1 collaboration

Andrei Gheorghe 1 collaboration

Nicholas Generous 1 collaboration

Zarana Bhadricha 1 collaboration

Rishab Gunashekar 1 collaboration

Preeti Kori 1 collaboration

Bodian Li 1 collaboration

Jon Green 1 collaboration

Christopher R Marsicano 1 collaboration

T Alex Perkins 1 collaboration

Clif D McKee 1 collaboration