• Justin Lessler, University of North Carolina
• Katriona Shea, Penn State University
• Cécile Viboud, NIH Fogarty
• Shaun Truelove, Johns Hopkins University
• Rebecca Borchering, Penn State University
• Claire Smith, Johns Hopkins University
• Emily Howerton, Penn State University
• Nick Reich, University of Massachussetts at Amherst
• Wilbert Van Panhuis, University of Pittsburgh
• Harry Hochheiser, University of Pittsburgh
• Michael Runge, USGS
• Lucie Contamin, University of Pittsburgh
• John Levander, University of Pittsburgh
• Jessica Kerr, University of Pittsburgh
• J Espino, University of Pittsburgh
• Luke Mullany, Johns Hopkins University
• Kaitlin Lovett, John Hopkins University
• Michelle Qin, Harvard University

Johns Hopkins ID Dynamics COVID-19 Working Group — COVID Scenario Pipeline

• Joseph C. Lemaitre (EPFL)
• Juan Dent Hulse
• Kyra H. Grantz
• Joshua Kaminsky
• Stephen A. Lauer
• Elizabeth C. Lee
• Justin Lessler (UNC)
• Hannah R. Meredith
• Javier Perez-Saez
• Shaun A. Truelove
• Claire P. Smith
• Allison Hill
• Lindsay T. Keegan (University of Utah)
• Kathryn Kaminsky
• Sam Shah
• Josh Wills
• Pierre-Yves Aquilanti (Amazon Web Services - AWS)
• Karthik Raman (AWS)
• Arun Subramaniyan (AWS)
• Greg Thursam (AWS)
• Anh Tran (AWS)

Johns Hopkins University Applied Physics Lab — Bucky

• Matt Kinsey
• Kate Tallaksen
• R.F. Obrecht
• Laura Asher
• Cash Costello
• Michael Kelbaugh
• Shelby Wilson
• Lauren Shin
• Molly Gallagher
• Luke Mullany
• Kaitlin Lovett

Karlen Working Group — pypm

• Dean Karlen (University of Victoria and TRIUMF)

Northeastern University MOBS Lab — GLEAM COVID

• Matteo Chinazzi
• Jessica T. Davis
• Kunpeng Mu
• Xinyue Xiong
• Ana Pastore y Piontti
• Alessandro Vespignani

University of Southern California — SI kJalpha

• Ajitesh Srivastava
• Majd Al Aawar

University of Virginia — adaptive

• Przemyslaw Porebski
• Srini Venkatramanan
• Anniruddha 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

Columbia University - Age-Stratified Model

• Marta Galanti
• Teresa Yamana
• Sen Pei
• Jeffrey Shaman

University of North Carolina at Charlotte - hierbin

• Shi Chen
• Rajib Paul
• Daniel Janies
• Jean-Claude Thill

Institute for Health Metrics and Evaluation – IHME COVID model deaths unscaled

• Robert C Reiner
• Joanne Amlag
• Ryan M. Barber
• James K. Collins
• Peng Zheng
• James Albright
• Catherine M. Antony
• Aleksandr Y. Aravkin
• Steven D. Bachmeier
• Marlena S. Bannick
• Sabina Bloom
• Austin Carter
• Emma Castro
• Kate Causey
• Suman Chakrabarti
• Fiona J. Charlson
• Rebecca M. Cogen
• Emily Combs
• Xiaochen Dai
• William James Dangel
• Lucas Earl
• Samuel B. Ewald
• Maha Ezalarab
• Alize J. Ferrari
• Abraham Flaxman
• Joseph Jon Frostad
• Nancy Fullman
• Emmanuela Gakidou
• John Gallagher
• Scott D. Glenn
• Erik A. Goosmann
• Jiawei He
• Nathaniel J. Henry
• Erin N. Hulland
• Benjamin Hurst
• Casey Johanns
• Parkes J. Kendrick
• Samantha Leigh Larson
• Alice Lazzar-Atwood
• Kate E. LeGrand
• Haley Lescinsky
• Emily Linebarger
• Rafael Lozano
• Rui Ma
• Johan Månsson
• Ana M. Mantilla Herrera
• Laurie B. Marczak
• Molly K. Miller-Petrie
• Ali H. Mokdad
• Julia Deryn Morgan
• Paulami Naik
• Christopher M. Odell
• James K. O’Halloran
• Aaron E. Osgood-Zimmerman
• Samuel M. Ostroff
• Maja Pasovic
• Louise Penberthy
• Geoffrey Phipps
• David M. Pigott
• Ian Pollock
• Rebecca E. Ramshaw
• Sofia Boston Redford
• Sam Rolfe
• Damian Francesco Santomauro
• John R. Shackleton
• David H. Shaw
• Brittney S. Sheena
• Aleksei Sholokhov
• Reed J. D. Sorensen
• Gianna Sparks
• Emma Elizabeth Spurlock
• Michelle L. Subart
• Ruri Syailendrawati
• Anna E. Torre
• Christopher E. Troeger
• Theo Vos
• Alexandrea Watson
• Stefanie Watson
• Kirsten E. Wiens
• Lauren Woyczynski
• Liming Xu
• Jize Zhang
• Simon I. Hay
• Stephen S. Lim
• Christopher J. L. Murray

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University of Virginia - EpiHiper

• Jiangzhuo Chen
• Stefan Hoops
• Parantapa Bhattacharya
• Dustin Machi
• Bryan Lewis
• Madhav Marathe

University of Notre Dame - FRED

• Guido Espana
• Sean Cavany
• Sean Moore
• Alex Perkins

University of Florida - ABM

• Thomas Hladish
• Alexander Pillai
• Kok Ben Toh (Northwestern University)
• Ira Longini Jr.

North Carolina State University - COVSIM

• Erik Rosenstrom
• Jessica Mele
• Julie Swann
• Julie Ivy
• Maria Mayorga

University of Texas at Austin - ImmunoSEIRS

• Anass Bouchnita
• Spencer Fox
• Michael Lachmann
• Lauren Ancel Meyers
• UT COVID-19 Modeling Consortium