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Kunpeng Mu
Researcher at Northeastern University
Publications - 8
Citations - 3102
Kunpeng Mu is an academic researcher from Northeastern University. The author has contributed to research in topics: Medicine & Population. The author has an hindex of 1, co-authored 1 publications receiving 2084 citations.
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Journal ArticleDOI
The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak.
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,M. Elizabeth Halloran,Ira M. Longini,Alessandro Vespignani,Alessandro Vespignani +17 more
TL;DR: The results suggest that early detection, hand washing, self-isolation, and household quarantine will likely be more effective than travel restrictions at mitigating this pandemic, and sustained 90% travel restrictions to and from mainland China only modestly affect the epidemic trajectory unless combined with a 50% or higher reduction of transmission in the community.
Journal ArticleDOI
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
Estee Y Cramer,Evan L. Ray,Velma K. Lopez,Johannes Bracher,Andrea Brennen,A. J. Castro Rivadeneira,Aaron Gerding,Tilmann Gneiting,Katie House,Yuxin David Huang,Dasuni Jayawardena,Abdul H Kanji,A. Khandelwal,K. Le,Anja Mühlemann,Jarad Niemi,Apurv Shah,Ariane Stark,Yijin Wang,Nutcha Wattanachit,Martha Zorn,Youyang Gu,Sansiddh Jain,Nayana Bannur,Ayush Deva,Mihir Sanjay Kulkarni,Srujana Merugu,Alpan Raval,S. Shingi,Avtansh Tiwari,Jerome White,Neil F. Abernethy,Spencer Woody,Maytal Dahan,Spencer J. Fox,Kelly Gaither,Michael Lachmann,Lauren Ancel Meyers,James Scott,Mauricio Tec,A. Srivastava,Glover E George,Jeffrey C. Cegan,Ian D. Dettwiller,William England,Matthew W. Farthing,Robert H. Hunter,Brandon J. Lafferty,Igor Linkov,Michael Ma,Matthew Parno,Michael A. Rowland,Benjamin D. Trump,Yanli Zhang-James,Samuel Chen,Stephen V. Faraone,Jonathan L. Hess,Christopher P. Morley,Asif Salekin,Dongliang Wang,Sabrina Corsetti,Thomas M. Baer,Marisa C. Eisenberg,Karl Falb,Yitao Huang,Emily T. Martin,Elizabeth McCauley,Robert L. Myers,Tomá{hacek over } Schwarz,Daniel Sheldon,Graham Casey Gibson,Rose Yu,Liyao Gao,Yian Ma,Dongxia Wu,Xifeng Yan,Xiaolong 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. Peter Nagraj,Stephanie L. Guertin,Chris Hulme-Lowe,Stephen D. Turner,Yunfeng Shi,Xuegang Ban,Robert L. Walraven,Qi Hong,Stanley Kong,A Van de Walle,James Turtle,M. Ben-Nun,Steven Riley,Pete Riley,Ugur Koyluoglu,David DesRoches,Pedro Forli,Bruce H. Hamory,Christina Kyriakides,Helen Leis,John Milliken,Michael Moloney,James N. Morgan,Ninad Nirgudkar,Gokce Ozcan,Noah Piwonka,Matt Ravi,Christine A. Schrader,Elizabeth A. Shakhnovich,Daniel K. Siegel,Ryan Spatz,Chris Stiefeling,Barrie Wilkinson,Alexander Wong,Sean M. Cavany,Guido España,Sean M. Moore,Rachel J. Oidtman,Alex Perkins,David P. Kraus,Andrea Kraus,Zhifeng Gao,Jiang Bian,Wei Cao,Juan Lavista Ferres,Chaofeng 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 F. Farias,Andreea Georgescu,Retsef Levi,Deeksha Sinha,Joshua K. Wilde,Georgia Perakis,M. Amine Bennouna,David Nze-Ndong,Divya Singhvi,Ioannis Spantidakis,Leann Thayaparan,Asterios Tsiourvas,Arnab Sarker,Ali Jadbabaie,Devavrat Shah,Nicolás Della Penna,Leo Anthony Celi,Saketh Sundar,Russell D. Wolfinger,Dave Osthus,Lauren Castro,Geoffrey Fairchild,Isaac Michaud,D. Karlen,Matthew Kinsey,Luke C. Mullany,Kaitlin Rainwater-Lovett,Lauren Shin,Katharine Christina 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,Samarth Kaushik Kumar Shah,Claire Smith,Shaun A. Truelove,Josh Wills,Maximilian Marshall,Lauren Gardner,Kristen Nixon,John C. Burant,Lily Wang,Lei Gao,Zhi Wen Gu,Myung-Jin Kim,Xinyi Li,Guannan Wang,Yueying Wang,Shanshan Yu,Robert C. Reiner,Ryan M Barber,Emmanuela Gakidou,Simon I. Hay,Steve Lim,Christopher J L Murray,David M. Pigott,H. Gurung,Prasith Baccam,Steven A. Stage,Brad 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,Michael W. Dusenberry,Arkady Epshteyn,Elli Kanal,Long T. Le,Chun Liang Li,Tomas Pfister,Dario Sava,Rajarishi Sinha,Thomas C. Tsai,Nate Yoder,Jinsung Yoon,Leyou Zhang,Sam Abbott,Nikos I Bosse,Sebastian Funk,Joel Hellewell,Sophie Meakin,Katharine Sherratt,Mingyuan Zhou,Rahi Kalantari,Teresa K. Yamana,Sen Pei,Jeffrey Shaman,Michael Lingzhi Li,Dimitris Bertsimas,Omar Skali Lami,Saksham Soni,Hamza Tazi Bouardi,Turgay Ayer,Madeline Adee,Jagpreet Chhatwal,Ozden O. Dalgic,Mary Ann Ladd,Benjamin P. Linas,Peter P. Mueller,J. Xiao,Yuanjia Wang,Qinxia Wang,Shanghong Xie,Donglin Zeng,Alden Green,Jacob Bien,Logan C. Brooks,Addison J Hu,Maria Jahja,Daniel J. Mcdonald,Balasubramanian Narasimhan,Collin A Politsch,Samyak Rajanala,Aaron Rumack,Noah Simon,Ryan J. Tibshirani,Robert Tibshirani,Valérie Ventura,Larry Wasserman,Eamon B. O'Dea,John M. Drake,Robert R. Pagano,Quoc Trung Tran,Lam Si Tung Ho,Huong Lan Huynh,Joseph Warren Walker,Rachel B. Slayton,Michael A. Johansson,Matthew Biggerstaff,Nicholas G. Reich +294 more
TL;DR: In this paper , the authors compared the probabilistic accuracy of short-term forecasts of reported deaths due to COVID-19 during the first year and a half of the pandemic in the United States.
Posted ContentDOI
Preliminary modeling estimates of the relative transmissibility and immune escape of the Omicron SARS-CoV-2 variant of concern in South Africa
Nicolò Gozzi,Matteo Chinazzi,J. Davis,Kunpeng Mu,Ana Pastore y Piontti,Alessandro Vespignani,Nicola Perra +6 more
TL;DR: A stochastic, multi-strain, compartmental epidemic model to estimate the relative transmissibility and immune escape of the Omicron variant of concern (VOC) in South Africa is developed and it is found that changes in the generation time associated with Omicrons infections strongly affect the results concerning its relativetransmissibility.
Journal ArticleDOI
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
Rebecca K. Borchering,Luke C. Mullany,Emily Howerton,Matteo Chinazzi,Claire Smith,Michelle Qin,Nicholas G. Reich,Lucie Contamin,John Levander,Jessica Kerr,J. Espino,H. William Hochheiser,K Lovett,Matthew Kinsey,K. Tallaksen,Shelby E. 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,A. Srivastava,Przemyslaw J. Porebski,Srinivasan Venkatramanan,Aniruddha Adiga,Bryan Lewis,Brian D. Klahn,J.L. Outten,Benjamin Hurt,Jiangzhuo Chen,Henning S. Mortveit,A Wilson,Madhav V. Marathe,Stefan Hoops,Parantapa Bhattacharya,Dustin Machi,Shih Ching Chen,Rajib Paul,Daniel Janies,Jean-Claude Thill,Marta Galanti,Teresa K. Yamana,Sen Pei,Jeffrey Shaman,Guido España,Sean M. Cavany,Sean M. 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 +61 more
TL;DR: The COVID-19 Scenario Modeling Hub convened nine modeling teams to project the impact of expanding SARS-CoV-2 vaccination to children aged 5-11 years on burden and resilience against variant strains as discussed by the authors .
Journal ArticleDOI
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
Rebecca K. Borchering,Luke C. Mullany,Emily Howerton,Matteo Chinazzi,Claire Smith,Michelle Qin,Nicholas G. Reich,Lucie Contamin,John Levander,Jessica Kerr,J. Espino,H. William Hochheiser,K Lovett,Matthew Kinsey,K. 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,A. Srivastava,Przemyslaw J. Porebski,Srinivasan Venkatramanan,Aniruddha Adiga,Bryan Lewis,Brian D. Klahn,J.L. Outten,Benjamin Hurt,Jiangzhuo Chen,Henning S. Mortveit,Amanda Wilson,Madhav V. Marathe,Stefan Hoops,Parantapa Bhattacharya,Dustin Machi,Shi Chen,Rajib Paul,Daniel Janies,Jean-Claude Thill,Marta Galanti,Teresa K. Yamana,Sen Pei,Jeffrey Shaman,Guido España,Sean M. Cavany,Sean M. 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 +62 more
TL;DR: The COVID-19 Scenario Modeling Hub convened nine modeling teams to project the impact of expanding SARS-CoV-2 vaccination to children aged 5-11 years on burden and resilience against variant strains as discussed by the authors .