Robust estimation of bacterial cell count from optical density
Journal article, 2020
Optical density (OD) is widely used to estimate the density of cells in liquid culture, but cannot be compared between instruments without a standardized calibration protocol and is challenging to relate to actual cell count. We address this with an interlaboratory study comparing three simple, low-cost, and highly accessible OD calibration protocols across 244 laboratories, applied to eight strains of constitutive GFP-expressing E. coli. Based on our results, we recommend calibrating OD to estimated cell count using serial dilution of silica microspheres, which produces highly precise calibration (95.5% of residuals <1.2-fold), is easily assessed for quality control, also assesses instrument effective linear range, and can be combined with fluorescence calibration to obtain units of Molecules of Equivalent Fluorescein (MEFL) per cell, allowing direct comparison and data fusion with flow cytometry measurements: in our study, fluorescence per cell measurements showed only a 1.07-fold mean difference between plate reader and flow cytometry data.
Author
Jacob Beal
BBN Technologies
Natalie G. Farny
Worcester Polytechnic Institute
Traci Haddock-Angelli
iGEM Foundation
Vinoo Selvarajah
iGEM Foundation
Geoff S. Baldwin
Imperial College London
Russell Buckley-Taylor
Imperial College London
Markus Gershater
Synthace Ltd.
Daisuke Kiga
Waseda University
John Marken
California Institute of Technology (Caltech)
Vishal Sanchania
Synthace Ltd.
Abigail Sison
iGEM Foundation
C. T. Workman
Technical University of Denmark (DTU)
Meryem Pehlivan
RWTH Aachen University
Biel Badia Roige
RWTH Aachen University
Tiu Aarnio
Aalto University
Samu Kivisto
Aalto University
Jessica Koski
Aalto University
Leevi Lehtonen
Aalto University
Denise Pezzutto
Aalto University
Pauliina Rautanen
Aalto University
Weixin Bian
Anhui University of Technology
Zhiyuan Hu
Anhui University of Technology
Zhihao Liu
Anhui University of Technology
Zi Liu
Anhui University of Technology
Liang Ma
Anhui University of Technology
Luyao Pan
Anhui University of Technology
Zichen Qin
Anhui University of Technology
Huichao Wang
Anhui University of Technology
Xiangxuan Wang
Anhui University of Technology
Hao Xu
Anhui University of Technology
Xia Xu
Anhui University of Technology
Yorgo El Moubayed
Aix Marseille University
Shan Dong
AST Worldshaper
Choco Fang
AST Worldshaper
Hanker He
AST Worldshaper
Henry He
AST Worldshaper
Fangliang Huang
AST Worldshaper
Ruyi Shi
AST Worldshaper
Cassie Tang
AST Worldshaper
Christian Tang
AST Worldshaper
Shirly Xu
AST Worldshaper
Calvin Yan
AST Worldshaper
Natalia Bartzoka
National Technical University of Athens (NTUA)
Eleni Kanata
National Technical University of Athens (NTUA)
Maria Kapsokefalou
National Technical University of Athens (NTUA)
Xanthi Leda Katopodi
National Technical University of Athens (NTUA)
Eleni Kostadima
National Technical University of Athens (NTUA)
Ioannis V. Kostopoulos
National Technical University of Athens (NTUA)
Stylianos Kotzastratis
National Technical University of Athens (NTUA)
Antonios E. Koutelidakis
National Technical University of Athens (NTUA)
Vasilios Krokos
National Technical University of Athens (NTUA)
Maria Litsa
National Technical University of Athens (NTUA)
Ioannis Ntekas
National Technical University of Athens (NTUA)
Panagiotis Spatharas
National Technical University of Athens (NTUA)
Ourania E. Tsitsilonis
National Technical University of Athens (NTUA)
Anastasia Zerva
National Technical University of Athens (NTUA)
Vidhya Annem
Liberal Arts and Science Academy
Eli Cone
Liberal Arts and Science Academy
Noel Elias
Liberal Arts and Science Academy
Shreya Gupta
Liberal Arts and Science Academy
Kendrick Lam
Liberal Arts and Science Academy
Anna Tutuianu
Liberal Arts and Science Academy
Dennis M. Mishler
The University of Texas at Austin
Bibiana Toro
The University of Texas at Austin
Akinwumi Akinfenwa
Baltimore Underground Science Space
Frank Burns
Baltimore Underground Science Space
Heydy Herbert
Baltimore Underground Science Space
Melissa Jones
Baltimore Underground Science Space
Sarah Laun
Baltimore Underground Science Space
Shikei Morrison
Baltimore Underground Science Space
Zion Smith
Baltimore Underground Science Space
Zhao Peng
Beijing City University
Zhou Ziwei
Beijing City University
Rui Deng
Beijing Foreign Studies University
Yilin Huang
Beijing Foreign Studies University
Tingyue Li
Beijing Foreign Studies University
Yingqi Ma
Beijing Foreign Studies University
Zhiyuan Shen
Beijing Foreign Studies University
Chenxi Wang
Beijing Foreign Studies University
Yuyao Wang
Beijing Foreign Studies University
Tianyan Zhao
Beijing Foreign Studies University
Yusen Lang
BGI Institute of Applied Agriculture
Yuteng Liang
BGI Institute of Applied Agriculture
Xueyao Wang
BGI Institute of Applied Agriculture
Yi Wu
BGI Institute of Applied Agriculture
Dror Aizik
Ben-Gurion University of the Negev
Sagi Angel
Ben-Gurion University of the Negev
Einan Farhi
Ben-Gurion University of the Negev
Nitzan Keidar
Ben-Gurion University of the Negev
Eden Oser
Ben-Gurion University of the Negev
Mor Pasi
Ben-Gurion University of the Negev
Jorn Kalinowski
Bielefeld University
Matthias Otto
Bielefeld University
Hande Cubukcu
Bilkent University
Mehmet Ali Hoskan
Bilkent University
Ilayda Senyuz
Bilkent University
Jordi Chi
Chemical Institute of Sarrià
Antoni Planas Sauter
Chemical Institute of Sarrià
Magda Faijes Simona
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CHA University
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CHA University
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CHA University
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CHA University
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Beijing Institute of Technology
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Beijing Institute of Technology
Fa He
Beijing Institute of Technology
Yuna He
Beijing Institute of Technology
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Beijing Institute of Technology
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Beijing Institute of Technology
Cheng Boxuan
Beijing Jianhua Experimental School
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Beijing Jianhua Experimental School
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Zishi Wu
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Xilin Yang
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Yuchen Yang
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Zhuoyi Yang
Beijing National Day School
Yihao Zhang
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Yuezhang Zhou
Beijing National Day School
Yue Peng
Beijing Normal University
Liu Yadi
Beijing Normal University
Shaobo Yang
Beijing Normal University
Jiang Yuanxu
Beijing Normal University
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Beijing Normal University
Doris Abraham
University of Natural Resources and Life Sciences
Theresa Heger
University of Natural Resources and Life Sciences
Cass Leach
Boston University
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Boston University
Linda Luo
Boston University
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University of British Columbia (UBC)
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University of British Columbia (UBC)
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University of British Columbia (UBC)
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University of British Columbia (UBC)
Luxcia Kugathasan
University of British Columbia (UBC)
Kevin Lam
University of British Columbia (UBC)
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University of British Columbia (UBC)
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University of British Columbia (UBC)
Cathy Yan
University of British Columbia (UBC)
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University of Calgary
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University of Calgary
Ryan Coates
Cardiff University
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Cardiff University
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Cardiff University
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Cardiff University
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Cardiff University
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Cardiff University
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Cardiff University
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Yu-Hong Cheng
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Chin-Hsuan Liao
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Wei-Ting Liu
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Yu-Cheng Tang
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Chengdu Shishi High School
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Chengdu Shishi High School
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Chengdu Shishi High School
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Chengdu Shishi High School
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Chengdu Shishi High School
Liuhong Yu
Chengdu Shishi High School
Andrea Clausen Lind
Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
Axel Norberg
Chalmers, Biology and Biological Engineering
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Student at Chalmers
Jacob Sjolin
Chalmers, Biology and Biological Engineering, Industrial Biotechnology
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Chalmers, Biology and Biological Engineering
Cecilia Trivellin
Chalmers, Biology and Biological Engineering, Industrial Biotechnology
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Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
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Chalmers, Biology and Biological Engineering, Systems and Synthetic Biology
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China International Education Institute
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China International Education Institute
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China International Education Institute
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Carnegie Mellon University (CMU)
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Carnegie Mellon University (CMU)
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Carnegie Mellon University (CMU)
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Carnegie Mellon University (CMU)
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Colorado School of Mines
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Colorado School of Mines
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Colorado School of Mines
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Colorado School of Mines
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Colorado School of Mines
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Columbia University
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China Pharmaceutical University
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Central South University
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Colorado State University
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Colorado State University
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Colorado State University
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Colorado State University
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
Mingbo Qu
Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Dalian University of Technology
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Del Norte High School
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Del Norte High School
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Technical University of Denmark (DTU)
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Technical University of Denmark (DTU)
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Technical University of Denmark (DTU)
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Technical University of Denmark (DTU)
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Technical University of Denmark (DTU)
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Heinrich Heine University Düsseldorf
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Heinrich Heine University Düsseldorf
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Universidad de las Fuerzas Armadas (ESPE)
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Universidad de las Fuerzas Armadas (ESPE)
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Universidad de las Fuerzas Armadas (ESPE)
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East China University of Science and Technology
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East China University of Science and Technology
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Jackson DeKloe
University of Edinburgh
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University of Edinburgh
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University of Edinburgh
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Emory University
Yibo Pang
Emory University
Michael Andrew Crone
Swiss Federal Institute of Technology in Lausanne (EPFL)
Reza Hosseini
Swiss Federal Institute of Technology in Lausanne (EPFL)
Moustafa Houmani
Swiss Federal Institute of Technology in Lausanne (EPFL)
Daniel Zadeh
Swiss Federal Institute of Technology in Lausanne (EPFL)
Violetta Zanotti
Swiss Federal Institute of Technology in Lausanne (EPFL)
Oliver Andreas Baltensperger
Swiss Federal Institute of Technology in Zürich (ETH)
Eline Yafele Bijman
Swiss Federal Institute of Technology in Zürich (ETH)
Elisa Garulli
Swiss Federal Institute of Technology in Zürich (ETH)
Jan Lukas Krusemann
Swiss Federal Institute of Technology in Zürich (ETH)
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Swiss Federal Institute of Technology in Zürich (ETH)
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Swiss Federal Institute of Technology in Zürich (ETH)
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Swiss Federal Institute of Technology in Zürich (ETH)
Monteil Camille
University Paris-Saclay
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University Paris-Saclay
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University of Exeter
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University of Exeter
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University of Exeter
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University of Exeter
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University of Exeter
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University of Exeter
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University of Exeter
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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University of Erlangen-Nuremberg (FAU)
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Fujian Normal University
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Fudan University
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Fudan University
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Fudan University
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Guangdong Experimental High School
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Guangdong Experimental High School
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Georgia State University
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Georgia State University
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Georgia State University
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Georgia State University
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Georgia State University
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Georgia State University
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University Paris-Saclay
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University Paris-Saclay
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University Paris-Saclay
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University Paris-Saclay
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Shenzhen College Of International Education
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Shenzhen College Of International Education
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Shenzhen College Of International Education
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University of Groningen
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University of Groningen
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University of Groningen
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Guangdong Experimental High School
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Guangdong Experimental High School
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Hankuk Academy of Foreign Studies
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Hankuk Academy of Foreign Studies
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Hankuk Academy of Foreign Studies
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Hankuk Academy of Foreign Studies
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University of Hamburg
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University of Hamburg
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University of Hamburg
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University of Hamburg
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University of Hamburg
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University of Hamburg
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University of Hamburg
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Hubei University of Technology (HBUT)
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Hubei University of Technology (HBUT)
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The Hebrew University Of Jerusalem
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The Hebrew University Of Jerusalem
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The Hebrew University Of Jerusalem
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The Hebrew University Of Jerusalem
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The Hebrew University Of Jerusalem
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The Hebrew University Of Jerusalem
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Hangzhou Foreign Language School
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
Cheng Tsz Ngo
Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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Tsuen Wan Public Ho Chuen Yiu Memorial College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
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St Stephen’s College
Lee Ka Yin
St Stephen’s College
Tsui Shing Yan Grace
The University of Hong Kong
Lam Kai Ching Joe
The University of Hong Kong
Ng Tsz Chun Kenneth
The University of Hong Kong
Cheah Matthew Yun Shuan
The University of Hong Kong
Ferdinan Aldo
Hong Kong University of Science and Technology
Chung Him Pang
Hong Kong University of Science and Technology
Kam Pang So
Hong Kong University of Science and Technology
Hei Man Wong
Hong Kong University of Science and Technology
Lai Tsz Ching
United Christian College (Kowloon East)
Luk Hau Ching
United Christian College (Kowloon East)
Ip Ning Fung
United Christian College (Kowloon East)
Yam Shing Fung
United Christian College (Kowloon East)
Lee Chi Hong
United Christian College (Kowloon East)
Hsiu Ou Ning
United Christian College (Kowloon East)
Jonathan Cheng Hon Sang
United Christian College (Kowloon East)
Yeung Hoi Lam Elsa
Chinese University of Hong Kong
Chan Yick Hei
Chinese University of Hong Kong
Lo Ho Sing
Chinese University of Hong Kong
Choi Seong Wang
Chinese University of Hong Kong
Yiheng Gu
Hubei University
Ziyue Rong
Hubei University
Haoyue Song
Hubei University
Pengying Wang
Hubei University
Yuefei Wang
Hubei University
Yan Chen
Huazhong University of Science and Technology
Hao Qiu
Huazhong University of Science and Technology
Haotian Ren
Huazhong University of Science and Technology
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Huazhong University of Science and Technology
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Huazhong Agricultural University
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Huazhong Agricultural University
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Huazhong Agricultural University
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Institute of Chemical Technology
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Institute of Chemical Technology
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Institute of Chemical Technology
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Institute of Chemical Technology
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Institute of Chemical Technology
Shamlan M. S. Reshamwala
Institute of Chemical Technology
Poorva Taskar
Institute of Chemical Technology
[NO FIRST NAME IN SCOPUS] Gokul
Indian Institute of Science
Adwaith B. Uday
Indian Institute of Science
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Indian Institute of Science Education and Research Bhopal
Rishi Gandhi
Indian Institute of Science Education and Research Bhopal
Jatin Khaimani
Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science Education and Research Bhopal
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Science
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Indian Institute of Technology Delhi
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Indian Institute of Technology Delhi
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Indian Institute of Technology Delhi
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Indian Institute of Technology Delhi
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Indian Institute of Technology Delhi
Priyanka Singh
Indian Institute of Technology Delhi
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Indian Institute of Technology Kanpur
Rishabh Jain
Indian Institute of Technology Kanpur
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Indian Institute of Technology Kanpur
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Indian Institute of Technology Kanpur
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Indian Institute of Technology Kanpur
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IIT Madras
Velvizhi Devi
IIT Madras
Mohammed Faidh
IIT Madras
Guhan Jayaraman
IIT Madras
M. Sagar Kittur
IIT Madras
Nitish R. Mahapatra
IIT Madras
Sarvesh Menon
IIT Madras
Anantha Barathi Muthukrishnan
IIT Madras
B.P. Kailash
IIT Madras
Burhanuddin Sabuwala
IIT Madras
Mousami Shinde
IIT Madras
Sankalpa Venkatraghavan
IIT Madras
Weijia Liu
Jiangnan University
Zhoudi Miao
Jiangnan University
Tian Wang
Jiangnan University
Yaling Wang
Jiangnan University
Shuyan Zhang
Jiangnan University
Ruochen Chai
Jilin University
Yubin Ge
Jilin University
Ali Hou
Jilin University
Fangqi Liu
Jilin University
Xutong Liu
Jilin University
Jiangjiao Mao
Jilin University
Zihao Wang
Jilin University
Haimeng Yu
Jilin University
Hetian Yuan
Jilin University
Yang Zhan
Jilin University
Anna Ries
University of Würzburg
Chiara Wolfbeisz
University of Würzburg
Toshihiro Kanaya
Kanagawa Institute of Technology (KAIT)
Yusuke Kawasaki
Kanagawa Institute of Technology (KAIT)
Tatuya Maruo
Kanagawa Institute of Technology (KAIT)
Yuya Mori
Kanagawa Institute of Technology (KAIT)
Takehito Satoh
Kanagawa Institute of Technology (KAIT)
Anthony Chau
King's College London
Wai Yan Chu
King's College London
Anatoliy Markiv
King's College London
Marcos Vega-Hazas Marti
King's College London
Maria Jose Ramos Medina
King's College London
Deeksha Raju
King's College London
Shubhankar Sinha
King's College London
Youngeun Choi
Korea University
Bo Sun Ryu
Korea University
Gaurav Byagathvalli
Lambert High School
Ellie Kim
Lambert High School
Marjolein Crooijmans
Leiden University
Jazzy de Waard
Leiden University
Chiel van Amstel
Leiden University
Aubrey Demchuk
University of Lethbridge
Travis Haight
University of Lethbridge
Dong Ju Kim
University of Lethbridge
Andrei Neda
University of Lethbridge
Luc Roberts
University of Lethbridge
Reanna Takeyasu
University of Lethbridge
David Tobin
University of Lethbridge
Mina Akbary
Chinook High School
Rebecca Avileli
Chinook High School
Karen He
Chinook High School
Aroma Pageni
Chinook High School
Luke Saville
University of Lethbridge
Luke Saville
Chinook High School
Dewuni De Silva
Chinook High School
Nimaya De Silva
Chinook High School
Kristi Turton
Chinook High School
Michelle Wu
Chinook High School
Alice Zhang
Chinook High School
Benjamin Chavez
Texas Tech University at Lubbock
Paula Garavito
Texas Tech University at Lubbock
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Texas Tech University at Lubbock
Jeffrey Ptak
Texas Tech University at Lubbock
Darron Tharp
Texas Tech University at Lubbock
Nurul Izzati
Lunds tekniska högskola
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Lunds tekniska högskola
Nikol Labecka
Lunds tekniska högskola
Sara Palo
Lunds tekniska högskola
Renee Beale
Macquarie University
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Macquarie University
Areti-Efremia Mellou
Macquarie University
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Macquarie University
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Complutense University
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Complutense University
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Complutense University
Gonzalo Saiz Gonzalo
Complutense University
Ivan Martin Hernandez
Complutense University
Laura Armero Hernandez
Complutense University
Francisco Javier Quero Lombardero
Complutense University
D. Marquina
Complutense University
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Complutense University
Ignacio Albert Smet
Complutense University
Tom Butterfield
University of Manchester
Ed Deshmukh-Reeves
University of Manchester
Namrata Gogineni
University of Manchester
Sam Hemmings
University of Manchester
Ismat Kabbara
University of Manchester
Ieva Norvaisaite
University of Manchester
Ryan Smith
University of Manchester
Daniel Bauersachs
Philipps University Marburg
Benjamin Daniel
Philipps University Marburg
Rene Inckemann
Philipps University Marburg
Alexandra Seiffermann
Philipps University Marburg
Daniel Stukenberg
Philipps University Marburg
Carl Weile
Philipps University Marburg
Valerian Clerc
McGill University
Jacqueline Ha
McGill University
Stephanie Totten
McGill University
Thomas Chang
McMaster University
Carlene Jimenez
McMaster University
Dhanyasri Maddiboina
McMaster University
Beliz Leyla Acar
Middle East Technical University (METU)
Evrim Elcin
Middle East Technical University (METU)
Tugba Inanc
Middle East Technical University (METU)
Gamze Kantas
Middle East Technical University (METU)
Ceyhun Kayihan
Middle East Technical University (METU)
Mert Secen
Middle East Technical University (METU)
Gun Suer
Middle East Technical University (METU)
Kutay Ucan
Middle East Technical University (METU)
Tunc Unal
Middle East Technical University (METU)
Matthew Fischer
University of Michigan
Naveen Jasti
University of Michigan
Thomas Stewart
University of Michigan
Sarah Caldwell
Michigan State University
Jordan Lee
Michigan State University
Jessica Schultz
Michigan State University
Ting-Chen Chang
Mingdao High School
Pei-Hong Chen
Mingdao High School
Yu-Hsuan Cheng
Mingdao High School
Yi-Hsuan Hsu
Mingdao High School
Chan-yu Yeh
Mingdao High School
Zhipeng Ding
University of Minnesota
Zihao Li
University of Minnesota
Savannah Lockwood
University of Minnesota
Katherine Quinn
University of Minnesota
Leo Carrillo
University of Montpellier
Maxime Heintze
University of Montpellier
Lea Meneu
University of Montpellier
Marie Peras
University of Montpellier
Tamara Yehouessi
University of Montpellier
Keno Eilers
Technical University of Munich
Elisabeth Falgenhauer
Technical University of Munich
Wong Hoi Kiu
Technical University of Munich
Julia Mayer
Technical University of Munich
Julia Mueller
Technical University of Munich
Sophie von Schoenberg
Technical University of Munich
Dominic Schwarz
Technical University of Munich
Brigit Tunaj
Technical University of Munich
Zhaoqing Hu
Nanjing University
Yansong Huang
Nanjing University
Yuanyuan Li
Nanjing University
Chengzhu Fang
Nanjing Agricultural University
Jiangyuan Liu
Nanjing Agricultural University
Yiheng Liu
Nanjing Agricultural University
Yaxuan Wu
Nanjing Agricultural University
Sheng Xu
Nanjing Agricultural University
Long Yuan
Nanjing Agricultural University
Marco Edelmayer
University of Graz
Marlene Hiesinger
University of Graz
Sebastian Hofer
University of Graz
Birgit Krainer
University of Graz
Andreas Oswald
University of Graz
Dominik Strasser
University of Graz
Andreas Zimmermann
University of Graz
Yi-Cian Chen
National Chung Hsing University
Yuan-Yao Chan
National Chiao Tung University
Yu-Ci Chang
National Chiao Tung University
Nian Ruei Deng
National Chiao Tung University
Chi-Yao Ku
National Chiao Tung University
Meng-Zhan Lee
National Chiao Tung University
Hailong Li
Northeastern University China
Zhaoyu Liu
Northeastern University China
Guowei Song
Northeastern University China
Yuening Xiang
Northeastern University China
Hongfa Yan
Northeastern University China
He Huanying
Northeastern University China
Jiang Qiaochu
Northeastern University China
Jiang Shengjuan
Northeastern University China
Peng Yujie
Northeastern University China
Matt Burridge
Newcastle University
Kyle Standforth
Newcastle University
Sam Went
Newcastle University
Liang Chenxi
Nanjing University
Wang Han
Nanjing University
Zhang Qipeng
Nanjing University
Li Yifan
Nanjing University
Quan Yiming
Nanjing University
Pan Yutong
Nanjing University
Senhao Kou
Nankai University
Lin Luan
Nankai University
Umut Akova
Northwestern University
Liza Fitzgerald
Northwestern University
Bon Ikwuagwu
Northwestern University
Michael Johnson
Northwestern University
Jacob Kurian
Northwestern University
Christian Throsberg
Northwestern University
Lucy Allen
University of Nottingham
Christopher Humphreys
University of Nottingham
Daniel Partridge
University of Nottingham
Michaella Whittle
University of Nottingham
Nemira Zilinskaite
University of Nottingham
Meixuan Lee
Northwestern Polytechnical University
Weifeng Lin
Northwestern Polytechnical University
Yuan Ma
Northwestern Polytechnical University
Kai Wang
Northwestern Polytechnical University
Hsuan Cheng
National Tsing Hua University
Shumei Chi
National Tsing Hua University
Yi-Chien Chuang
National Tsing Hua University
Ray Huang
National Tsing Hua University
LiangYu Ko
National Tsing Hua University
Yu-Chun Lin
National Tsing Hua University
You-Yang Tsai
National Tsing Hua University
Cheng-Chieh Wang
National Tsing Hua University
Kai-Chiang Yu
National Tsing Hua University
Hanna Nedreberg Burud
Norwegian University of Science and Technology (NTNU)
Carmen Chen
Norwegian University of Science and Technology (NTNU)
Anne Kristin Haralsvik
Norwegian University of Science and Technology (NTNU)
Adrian Marinovic
Norwegian University of Science and Technology (NTNU)
Hege Hetland Pedersen
Norwegian University of Science and Technology (NTNU)
Amanda Sande
Norwegian University of Science and Technology (NTNU)
Vanessa Solvang
Norwegian University of Science and Technology (NTNU)
Shaw Kar Ming
Nanyang Technological University
Albert Praditya
Nanyang Technological University
Aiganym Abduraimova
Nazarbayev University
Ayagoz Meirkhanova
Nazarbayev University
Assel Mukhanova
Nazarbayev University
Tomiris Mulikova
Nazarbayev University
Yanchen Gou
National University of Defense Technology
Chenyu Lu
National University of Defense Technology
Jiaxin Ma
National University of Defense Technology
Chushu Zhu
National University of Defense Technology
Leow Chung Yong Aaron
National University of Singapore (NUS)
Tvarita Shivakumar Iyer
National University of Singapore (NUS)
Wu Jiacheng
National University of Singapore (NUS)
Yan Ping Lim
National University of Singapore (NUS)
Beatrix Tung Xue Lin
National University of Singapore (NUS)
Aaron Ramzeen
National University of Singapore (NUS)
Nur Liyana Binte Ayub Ow Yong
National University of Singapore (NUS)
Yah Tse Sabrina Chua
National University of Singapore (NUS)
Yuhui Deborah Fong
National University of Singapore (NUS)
Menglan He
National University of Singapore (NUS)
Li Yang Tan
National University of Singapore (NUS)
Zhang Jiahe
Northwest University
Li Mingge
Northwest University
Li Nianlong
Northwest University
Li Yueyi
Northwest University
Cheng Yuhan
Northwest University
Annabel Chang
National Yang-Ming University Taiwan
Chih-Chiang Chen
National Yang-Ming University Taiwan
Ryan Chou
National Yang-Ming University Taiwan
Jude Clapper
National Yang-Ming University Taiwan
Evelyn Lai
National Yang-Ming University Taiwan
Yasmin Lin
National Yang-Ming University Taiwan
Kelsey Wang
National Yang-Ming University Taiwan
Jake Yang
National Yang-Ming University Taiwan
Mariam Anwar
New York University Abu Dhabi
Ibrahim Chehade
New York University Abu Dhabi
Imtiyaz Hariyani
New York University Abu Dhabi
Sion Hau
New York University Abu Dhabi
Ashley Isaac
New York University Abu Dhabi
Laura Karpauskaite
New York University Abu Dhabi
Mazin Magzoub
New York University Abu Dhabi
Daniel Obaji
New York University Abu Dhabi
Yong Rafael Song
New York University Abu Dhabi
Yejie Yun
New York University Abu Dhabi
Kai Sun
Ocean University of China
Yunqian Zhang
Ocean University of China
Eleanor Beard
University of Oxford
Laurel Constanti Crosby
University of Oxford
Nicolas Delalez
University of Oxford
Arman Karshenas
University of Oxford
Adrian Kozhevnikov
University of Oxford
Jhanna Kryukova
University of Oxford
Karandip Saini
University of Oxford
Jon Stocks
University of Oxford
Bhuvana Sudarshan
University of Oxford
Max Taylor
University of Oxford
George Wadhams
University of Oxford
Joe Windo
University of Oxford
Annissa Ameziane
Centre de Recherche en Informatique (CRI)
Darshak Bhatt
Centre de Recherche en Informatique (CRI)
Alexis Casas
Centre de Recherche en Informatique (CRI)
Antoine Levrier
Centre de Recherche en Informatique (CRI)
Ana Santos
Centre de Recherche en Informatique (CRI)
Nympha Elisa M. Sia
Centre de Recherche en Informatique (CRI)
Edwin Wintermute
Centre de Recherche en Informatique (CRI)
Alice Dejoux
Institut Pasteur, Paris
Deshmukh Gopaul
Institut Pasteur, Paris
Lea Guerassimoff
Institut Pasteur, Paris
Samuel Jaoui
Institut Pasteur, Paris
Manon Madelenat
Institut Pasteur, Paris
Serena Petracchini
Institut Pasteur, Paris
Fu Cai
Beijing University of Technology
Yang Jianzhao
Beijing University of Technology
Shi Shuyu
Beijing University of Technology
Li Tairan
Beijing University of Technology
Li Xin
Beijing University of Technology
Lin Yongjie
Beijing University of Technology
Huang Zhecheng
Beijing University of Technology
Evan Becker
University of Pittsburgh
Matthew Greenwald
University of Pittsburgh
Vivian Hu
University of Pittsburgh
Tucker Pavelek
University of Pittsburgh
Elizabeth Pinto
University of Pittsburgh
Zemeng Wei
University of Pittsburgh
Zachary Burgland
Purdue University
Janice Chan
Purdue University
Julianne Dejoie
Purdue University
Kevin Fitzgerald
Purdue University
Zach Hartley
Purdue University
Moiz Rasheed
Purdue University
Makayla Schacht
Purdue University
Maddison Gahagan
Queen's University
Ellis Kelly
Queen's University
Elisha Krauss
Queen's University
Yuze Cao
High School Affiliated to Renmin University of China (RDFZ)
Yishen Shen
High School Affiliated to Renmin University of China (RDFZ)
Xuan Wang
High School Affiliated to Renmin University of China (RDFZ)
Hanning Xu
High School Affiliated to Renmin University of China (RDFZ)
Jianxiang Zhang
High School Affiliated to Renmin University of China (RDFZ)
Priyanka Chandramouli
Rajalakshmi Engineering College
Amal Jude Ashwin F
Rajalakshmi Engineering College
Srimathi Jayaraman
Rajalakshmi Engineering College
Marcia Smiti Jude
Rajalakshmi Engineering College
Vignesh Kumar
Rajalakshmi Engineering College
Hema Lekshmi
Rajalakshmi Engineering College
R. Preetha
Rajalakshmi Engineering College
Khadija Rashid
Rajalakshmi Engineering College
S. Deepak Kumar
Rajalakshmi Engineering College
B.S. Mohan Kumar
Rajalakshmi Engineering College
Leon Michael Barrat
Bielefeld University
Jil-Sophie Dissmann
Bielefeld University
Jorn Kalinowski
Bielefeld University
Matthias Otto
Bielefeld University
Johannes Ruhnau
Bielefeld University
Johannes Ruhnau
Bielefeld University
Fynn Stuhlweissenburg
Bielefeld University
Elisa Ueding
Bielefeld University
Ariel Bohner
Rose-Hulman Institute of Technology (RHIT)
Brittany Clark
Rose-Hulman Institute of Technology (RHIT)
Emilie Deibel
Rose-Hulman Institute of Technology (RHIT)
Liz Klaas
Rose-Hulman Institute of Technology (RHIT)
Kaylee Pate
Rose-Hulman Institute of Technology (RHIT)
Elisa Weber
Rose-Hulman Institute of Technology (RHIT)
Katherine Cohen
Rice University
Anna Guseva
Rice University
Stefanie King
Rice University
Soohyun Yoon
Rice University
Sanika Ambre
Ramnarain Ruia Autonomous College
Shilpa Bhowmick
Ramnarain Ruia Autonomous College
Nishtha Pange
Ramnarain Ruia Autonomous College
Komal Parab
Ramnarain Ruia Autonomous College
Vainav Patel
Ramnarain Ruia Autonomous College
Mitali Patil
Ramnarain Ruia Autonomous College
Aishwarya Rajurkar
Ramnarain Ruia Autonomous College
Mayuri Rege
Ramnarain Ruia Autonomous College
Maithili Sawant
Ramnarain Ruia Autonomous College
Shrutika Sawant
Ramnarain Ruia Autonomous College
Anjali Vaidya
Ramnarain Ruia Autonomous College
Peicheng Ji
Stony Brook University
Fang Luo
Stony Brook University
Guanghui Ma
Stony Brook University
Xin Xu
Stony Brook University
Jiacheng Yin
Stony Brook University
Yinchi Zhou
Stony Brook University
Ke Zhu
Stony Brook University
Yaohua Huang
South China Agriculture University
Yinpin Huang
South China Agriculture University
Jiadong Li
South China Agriculture University
Xuecheng Li
South China Agriculture University
Hao Wang
South China Agriculture University
Ken Wang
South China Agriculture University
Wei Wang
South China Agriculture University
Xinyu Zhang
South China Agriculture University
Jiahua Zou
South China Agriculture University
Minyue Bao
Sichuan University
Han Kang
Sichuan University
Xiaolong Liu
Sichuan University
Yibing Tao
Sichuan University
Ziru Wang
Sichuan University
Fuqiang Yang
Sichuan University
Tianyi Zhang
Sichuan University
Yanling Zhong
Sichuan University
Jiezheng Liu
South China University of Technology
Jingang Liu
South China University of Technology
Lingling Ma
South China University of Technology
Xubo Niu
South China University of Technology
Ling Qian
South China University of Technology
Li Wang
South China University of Technology
Qingyan Yan
South China University of Technology
Nannan Zhao
South China University of Technology
Weixuan Chen
South China University of Technology
Yuxin Zhou
South China University of Technology
Junyang Chen
Shandong University
Junyao Hao
Shenzhen Foreign Languages School
Zhang HuaYue
Shenzhen Foreign Languages School
Peilin Li
Shenzhen Foreign Languages School
Yifei Pei
Shenzhen Foreign Languages School
Jingting Qu
Shenzhen Foreign Languages School
Raven Wang
Shenzhen Foreign Languages School
Xinyue Wang
Shenzhen Foreign Languages School
Kangjie Wu
Shenzhen Foreign Languages School
Yuxuan Wu
Shenzhen Foreign Languages School
Meredith Xiang
Shenzhen Foreign Languages School
Leyi Yang
Shenzhen Foreign Languages School
Zisang Yang
Shenzhen Foreign Languages School
Li Zhaoting
Shenzhen Foreign Languages School
Wenhan Fu
ShanghaiTech University
Zonghao Li
ShanghaiTech University
Weiyi Tang
ShanghaiTech University
Kaida Zhang
ShanghaiTech University
Haocong Li
Second High School Attached to Beijing Normal University (SHSBNU)
Xuze Shao
Second High School Attached to Beijing Normal University (SHSBNU)
Chuyi Yang
Second High School Attached to Beijing Normal University (SHSBNU)
Yuanhong Zeng
Second High School Attached to Beijing Normal University (SHSBNU)
Yanjun Zhou
Second High School Attached to Beijing Normal University (SHSBNU)
Shangzhi Dong
Shanghai High School International Division
Younji Jung
Shanghai High School International Division
Sophie Ruojia Li
Shanghai High School International Division
Tingting Li
Shanghai High School International Division
Jiacheng Yu
Shanghai High School International Division
Shangzhi Dong
Shanghai Foreign Language School
Tingting Li
Shanghai Foreign Language School
Xinyi Miao
Shanghai Foreign Language School
Sibo Wang
Shanghai Foreign Language School
Yiming Ding
Shenzhen College Of International Education
Jiaxi Huang
Shenzhen College Of International Education
Yuqi Li
Shenzhen College Of International Education
Ting Sun
Shenzhen College Of International Education
Qinghe Tian
Shenzhen College Of International Education
Mengxuan Wu
Shenzhen College Of International Education
Jinming Xing
Shenzhen College Of International Education
Xin Xiong
Shenzhen College Of International Education
Yining Yan
Shenzhen College Of International Education
Qiu Yihang
Shenzhen College Of International Education
Jige Zhang
Shenzhen College Of International Education
Yi Zhou
Shenzhen College Of International Education
Zhiyu Zhou
Shenzhen College Of International Education
Zhuoyang Chen
Shanghai Jiao Tong University
Peixiang He
Shanghai Jiao Tong University
Yirui Hong
Shanghai Jiao Tong University
Chia-Yi Hsiao
Shanghai Jiao Tong University
Zhihan Liang
Shanghai Jiao Tong University
Zhixiang Liu
Shanghai Jiao Tong University
Yuncong Ran
Shanghai Jiao Tong University
Shiyu Sun
Shanghai Jiao Tong University
Ruoyu Xia
Shanghai Jiao Tong University
Dongyang Dong
Shandong University
Wenxue Zhao
Shandong University
Miao Hu
Second Military Medical University
Shi Hu
Second Military Medical University
Wei Shi
Second Military Medical University
[NO FIRST NAME IN SCOPUS] Shulun
Second Military Medical University
Han Yan
Second Military Medical University
Yusheng Ye
Second Military Medical University
Yiquan Hong
Shenzhen Middle School
Yuyao Pan
Shenzhen Middle School
Yiran Song
Shenzhen Middle School
Jinhan Zhang
Shenzhen Middle School
Yihang Zhao
Shenzhen Middle School
Dounia Chater
Pierre and Marie Curie University (UPMC)
Asmaa Foda
Pierre and Marie Curie University (UPMC)
Yanyan Li
Pierre and Marie Curie University (UPMC)
Ursula Saade
Pierre and Marie Curie University (UPMC)
Victor Sayous
Pierre and Marie Curie University (UPMC)
Yilin Mo
Shenzhen Senior High School
Wenan Ren
Shenzhen Senior High School
Chenxu Zeng
Shenzhen Senior High School
Yixin Cao
Shenzhen Institute of Technology
Clarissa Czekster
University of St Andrews
Izzy Dunstan
University of St Andrews
Simon Powis
University of St Andrews
Bethany Reaney
University of St Andrews
Eva Snaith
University of St Andrews
Cam Young
University of St Andrews
Eva Frankel
Stanford University
Eleanor Glockner
Stanford University
Isaac Justice
Stanford University
Santosh Murugan
Stanford University
Leo Penny
Stanford University
Chrismar Garcia
Royal Institute of Technology (KTH)
Stamatina Rentouli
Royal Institute of Technology (KTH)
Priya Aggarwal
Stony Brook University
Stephanie Budhan
Stony Brook University
Woody Chiang
Stony Brook University
Dominika Kwasniak
Stony Brook University
Karthik Ledalla
Stony Brook University
Matthew Lee
Stony Brook University
Natalie Lo
Stony Brook University
Matthew Mullin
Stony Brook University
Lin Yu Pan
Stony Brook University
Jennifer Rakhimov
Stony Brook University
Robert Ruzic
Stony Brook University
Manvi Shah
Stony Brook University
Lukas Velikov
Stony Brook University
Sara Vincent
Stony Brook University
Philip Horz
University of Stuttgart
Nadine Kuebler
University of Stuttgart
Jan Notheisen
University of Stuttgart
David Doyle
Shanghai United International School
Jiajun Gu
Shanghai United International School
Wenyue Hu
Shanghai United International School
Shuting Yang
Shanghai United International School
Tao Kehan
Sun Yat-Sen University
Gao Menghan
Sun Yat-Sen University
Mao Xiaowen
Sun Yat-Sen University
Yifei Chen
Sun Yat-Sen University
Ziqi Kang
Sun Yat-Sen University
Haochen Ni
Sun Yat-Sen University
Junyu Chen
Shenzhen University
Lindong He
Shenzhen University
Mingyue Luo
Shenzhen University
Jiaqi Tang
Shenzhen University
Kira Boyce
Readiness Acceleration and Innovation Network
James Lee
Readiness Acceleration and Innovation Network
Michael Martin
Readiness Acceleration and Innovation Network
Judy Van Nguyen
Readiness Acceleration and Innovation Network
Leon Wan
Readiness Acceleration and Innovation Network
Artur Astapenka
University of Tartu
Turan Badalli
University of Tartu
Irina Borovko
University of Tartu
Nadezhda Chulkova
University of Tartu
Ilona Faustova
University of Tartu
Anastasia Kolosova
University of Tartu
Mart Loog
University of Tartu
Artemi Maljavin
University of Tartu
Frida Matiyevskaya
University of Tartu
Vladislav Tuzov
University of Tartu
Catherine Chang
Taipei American School
Ryan Chou
Taipei American School
Jude Clapper
Taipei American School
Tim Ho
Taipei American School
Yi Da Hsieh
Taipei American School
Evelyn Lai
Taipei American School
Leona Tsai
Taipei American School
Kelsey Wang
Taipei American School
Justin Wu
Taipei American School
Viana Isabel Perez Dominguez
Monterrey Institute of Technology and Higher Education
Cesar Ibrahym Rodriguez Fernandez
Monterrey Institute of Technology and Higher Education
Daniela Olono Fierro
Monterrey Institute of Technology and Higher Education
Anna Karen Aguilar Nunez
Monterrey Institute of Technology and Higher Education
Jose Pablo Rascon Perez
Monterrey Institute of Technology and Higher Education
Mario Loya Rivera
Monterrey Institute of Technology and Higher Education
Cynthia Lizeth Gonzalez Trevizo
Monterrey Institute of Technology and Higher Education
Maria Antonia Luna Velasco
Monterrey Institute of Technology and Higher Education
Carlos Javier Cordero Oropeza
Monterrey Institute of Technology and Higher Education
Adrian Federico Hernandez Mendoza
Monterrey Institute of Technology and Higher Education
Jose Arnulfo Juarez Figueroa
Monterrey Institute of Technology and Higher Education
Luis Mario Leal
Monterrey Institute of Technology and Higher Education
Samantha Ayde Pena Benavides
Monterrey Institute of Technology and Higher Education
Victor Javier Robledo Martinez
Monterrey Institute of Technology and Higher Education
Adriana Lizeth Rubio Aguirre
Monterrey Institute of Technology and Higher Education
Andres Benjamin Sanchez Alvarado
Monterrey Institute of Technology and Higher Education
Margarita Sofia Calixto Solano
Monterrey Institute of Technology and Higher Education
Nora Esther Torres Castillo
Monterrey Institute of Technology and Higher Education
Alejandro Robles Zamora
Monterrey Institute of Technology and Higher Education
Esteban de la Pena Thevenet
Monterrey Institute of Technology and Higher Education
Karla Soto Blas
Monterrey Institute of Technology and Higher Education
Ana Laura Torres Huerta
Monterrey Institute of Technology and Higher Education
Armando Cortes Resendiz
Monterrey Institute of Technology and Higher Education
Frida Cruz
Monterrey Institute of Technology and Higher Education
Fernanda Diaz
Monterrey Institute of Technology and Higher Education
Diego Espinoza
Monterrey Institute of Technology and Higher Education
Ana Cristina Figueroa
Monterrey Institute of Technology and Higher Education
Ana Cecilia Luque
Monterrey Institute of Technology and Higher Education
Roberto Portillo
Monterrey Institute of Technology and Higher Education
Carolina Senes
Monterrey Institute of Technology and Higher Education
Diana Tamayo
Monterrey Institute of Technology and Higher Education
Mariano Del Toro
Monterrey Institute of Technology and Higher Education
Ioannis Alexopoulos
Aristotle University of Thessaloniki
Alexandros Dimitriou Giannopoulos
Aristotle University of Thessaloniki
Yvoni Giannoula
Aristotle University of Thessaloniki
Grigorios Kyrpizidis
Aristotle University of Thessaloniki
Ma Xinyue
Tongji University
Chen Xirui
Tongji University
Song Zhiwei
Tongji University
Nina Adler
University of Toronto
Amalia Caballero
University of Toronto
Carla Hamady
University of Toronto
Ahmed Ibrahim
University of Toronto
Jasmeen Parmar
University of Toronto
Tashi Rastogi
University of Toronto
Jindian Yang
University of Toronto
Jean Delhomme
Institut National des Sciences Appliquees de Toulouse
Anthony Henras
Institut National des Sciences Appliquees de Toulouse
Stephanie Heux
Institut National des Sciences Appliquees de Toulouse
Yves Romeo
Institut National des Sciences Appliquees de Toulouse
Marion Toanen
Institut National des Sciences Appliquees de Toulouse
Camille Wagner
Institut National des Sciences Appliquees de Toulouse
Paul Zanoni
Institut National des Sciences Appliquees de Toulouse
Thea Lotz
Technische Universität Darmstadt
Elena Nickels
Technische Universität Darmstadt
Beatrix Suss
Technische Universität Darmstadt
Heribert Warzecha
Technische Universität Darmstadt
Jennifer Zimmermann
Technische Universität Darmstadt
Emilien Dubuc
Eindhoven University of Technology
Bruno Eijkens
Eindhoven University of Technology
Sander Keij
Eindhoven University of Technology
Simone Twisk
Eindhoven University of Technology
Mick Verhagen
Eindhoven University of Technology
Maxime van den Oetelaar
Eindhoven University of Technology
Alexander Armstrong
Delft University of Technology
Nicole Bennis
Delft University of Technology
Susan Bouwmeester
Delft University of Technology
Lisa Buller
Delft University of Technology
Kavish Kohabir
Delft University of Technology
Monique de Leeuw
Delft University of Technology
Venda Mangkusaputra
Delft University of Technology
Jard Mattens
Delft University of Technology
Janine Nijenhuis
Delft University of Technology
Timmy Paez
Delft University of Technology
Lisbeth Schmidtchen
Delft University of Technology
Gemma van der Voort
Delft University of Technology
Gao Ge
Tianjin University of Technology
Xu Haoran
Tianjin University of Technology
Li Xiaojin
Tianjin University of Technology
Ejouan Agena
University of Alberta
Ethan Agena
University of Alberta
Scott Bath
University of Alberta
Robert Campbell
University of Alberta
Rochelin Dalangin
University of Alberta
Anna Kim
University of Alberta
Dominic Sauvageau
University of Alberta
Irene Shkolnikov
University of Alberta
Daniel Graves
University of California
Jacob Lang
University of California
Jolee Nieberding-Swanberg
University of California
Achala Rao
University of California
Ares Torres
University of California
Andrew Yao
University of California
Anser Abbas
University of California
Claire Luo
University of California
Xu Zepeng
Chinese Academy of Sciences
Zhao Ziyi
Chinese Academy of Sciences
Janice Chen
University of Chicago
Cian Colgan
University of Chicago
Steve Dvorkin
University of Chicago
Rachael Filzen
University of Chicago
Varun Patel
University of Chicago
Allison Scott
University of Chicago
Patricia Zulueta
University of Chicago
Joaquin Acosta
University of Chile (UCH)
Lucas Araya
University of Chile (UCH)
Francisco Chavez
University of Chile (UCH)
Sebastian Farias
University of Chile (UCH)
Delia Garrido
University of Chile (UCH)
Andres Marcoleta
University of Chile (UCH)
Felipe Munoz
University of Chile (UCH)
Paula Rivas
University of Chile (UCH)
Noelle Colant
University College London (UCL)
Catherine Fan
University College London (UCL)
Stefanie Frank
University College London (UCL)
Jacopo Gabrielli
University College London (UCL)
Paola Handal
University College London (UCL)
Vitor Pinheiro
University College London (UCL)
Stefanie Santamaria
University College London (UCL)
Shamal Withanage
University College London (UCL)
Fang Xue
University College London (UCL)
Antoine Gerard
Universite catholique de Louvain
Marine Lefevre
Universite catholique de Louvain
Fiona Milano
Universite catholique de Louvain
Nina De Sousa Oliveira
Universite catholique de Louvain
Mathieu Parmentier
Universite catholique de Louvain
Luca Rigon
Universite catholique de Louvain
Elizabeth Chamiec-Case
University of Connecticut
Ryan Chen
University of Connecticut
Peter Crowley
University of Connecticut
Shannon Doyle
University of Connecticut
Sricharan Kadimi
University of Connecticut
Toni Vella
University of Connecticut
Natthawut Adulyanukosol
University of Copenhagen
Theodore A. Dusseaux
University of Copenhagen
Victor Forman
University of Copenhagen
Cecilie Hansen
University of Copenhagen
Selma Kofoed
University of Copenhagen
Simon Louis
University of Copenhagen
Magnus Ronne Lykkegaard
University of Copenhagen
Davide Mancinotti
University of Copenhagen
Lasse Meyer
University of Copenhagen
Stephanie Michelsen
University of Copenhagen
Morten Raadam
University of Copenhagen
Victoria Svaerke Rasmussen
University of Copenhagen
Eirikur Andri Thormar
University of Copenhagen
Attila Uslu
University of Copenhagen
Nattawut leelahakorn
University of Copenhagen
Shizhi Ding
University of Electronic Science and Technology of China
Changyu Li
University of Electronic Science and Technology of China
Huishuang Tan
University of Electronic Science and Technology of China
Yinsong Xu
University of Electronic Science and Technology of China
Jianzhe Yang
University of Electronic Science and Technology of China
Diego Gamoneda
University of Florida
Nicole Kantor
University of Florida
Lidimarie Trujillo-Rodriguez
University of Florida
Matthew Turner
University of Florida
Stephan George
University of Georgia
Kelton McConnell
University of Georgia
Chynna Pollitt
University of Georgia
Ihya Fakhrurizal Amin
Universitas Indonesia
Muhammad Ikhsan
Universitas Indonesia
Valdi Ven Japranata
Universitas Indonesia
Andrea Laurentius
Universitas Indonesia
Luthfian Aby Nurachman
Universitas Indonesia
Muhammad Iqbal Adi Pratama
Universitas Indonesia
Yvette Dirven
University of Oslo
Lisa Frohlich
University of Oslo
Dirk Linke
University of Oslo
Verena Mertes
University of Oslo
Rebekka Rekkedal Rolfsnes
University of Oslo
Athanasios Saragliadis
University of Oslo
Sandra Castillo
University of Iowa
Sathivel Chinnathambi
University of Iowa
Craig Ellermeier
University of Iowa
Jennifer Farrell
University of Iowa
Jan Fassler
University of Iowa
Ernie Fuentes
University of Iowa
Sean Ryan
University of Iowa
Edward Sander
University of Iowa
Amie Bott
University of Illinois
Liam Healy
University of Illinois
Pranathi Karumanchi
University of Illinois
Alex Ruzicka
University of Illinois
Ziyu Wang
University of Illinois
Gabriel Byatt
Universite Laval
Philippe C. Despres
Universite Laval
Alexandre Dube
Universite Laval
Pascale Lemieux
Universite Laval
Florian Lepetit
Universite Laval
Louis-Andre Lortie
Universite Laval
Francois D. Rouleau
Universite Laval
Seth Barrington
University of La Verne
Cynthia Basulto
University of La Verne
Sabrina Delgadillo
University of La Verne
Karen De Leon
University of La Verne
Micah Madrid
University of La Verne
Catherosette Meas
University of La Verne
Angelica Sabandal
University of La Verne
Magaly Aguirre Sanchez
University of La Verne
Jennifer Tsui
University of La Verne
Noble Woodward
University of La Verne
Rohith Battina
University of Maryland
Jess Boyer
University of Maryland
Arjun Cherupalla
University of Maryland
Jason Chiang
University of Maryland
Mary Heng
University of Maryland
Collin Keating
University of Maryland
Tommy Liang
University of Maryland
Chun Kit Loke
University of Maryland
Jacob Premo
University of Maryland
Keerthana Srinivasan
University of Maryland
John Starkel
University of Maryland
Daniel Zheng
University of Maryland
Gabe Astorino
University of Nebraska - Lincoln
Rachel Van Cott
University of Nebraska - Lincoln
Jintao Guo
University of Nebraska - Lincoln
Drew Kortus
University of Nebraska - Lincoln
Wei Niu
University of Nebraska - Lincoln
Paulo J. C. Freire
São Paulo State University (UNESP)
Danielle Biscaro Pedrolli
São Paulo State University (UNESP)
Nathan Vinicius Ribeiro
São Paulo State University (UNESP)
Bruna Fernandes Silva
São Paulo State University (UNESP)
Nadine Vaz Vanini
São Paulo State University (UNESP)
Mariana Santana da Mota
São Paulo State University (UNESP)
Larissa de Souza Crispim
São Paulo State University (UNESP)
Tyler Chapman
University of New South Wales (UNSW)
Tobias Gaitt
University of New South Wales (UNSW)
Megan Jones
University of New South Wales (UNSW)
Emily Watson
University of New South Wales (UNSW)
Guillem Lopez-Grado
University Pompeu Fabra
Laura Sans
University Pompeu Fabra
Matilda Brink
Uppsala University
Varshni Rajagopal
Uppsala University
Elin Ramstrom
Uppsala University
Anna Bete
Carroll High School
Yazmin Camacho
Carroll High School
Jonah Carter
Carroll High School
Christina Davis
Carroll High School
Jason Dong
Carroll High School
Amy Ehrenworth
Carroll High School
Michael Goodson
Carroll High School
Chris Guptil
Carroll High School
Max Herrmann
Carroll High School
Chia Hung
Carroll High School
Hayley Jesse
Carroll High School
Rachel Krabacher
Carroll High School
Dallas McDonald
Carroll High School
Peter Menart
Carroll High School
Travis O’Leary
Carroll High School
Laura Polanka
Carroll High School
Andrea Poole
Carroll High School
Vanessa Varaljay
Carroll High School
Alana Appel
United States Military Academy at West Point
John Cave
United States Military Academy at West Point
Liz Huuki
United States Military Academy at West Point
Matt McDonough
United States Military Academy at West Point
Channah Mills
United States Military Academy at West Point
Alex Mitropoulos
United States Military Academy at West Point
James Pruneski
United States Military Academy at West Point
Ken Wickiser
United States Military Academy at West Point
Felipe Xavier Buson
University of Sao Paulo (USP)
Vinicius Flores
University of Sao Paulo (USP)
Guilherme Meira Lima
University of Sao Paulo (USP)
Caio Gomes Tavares Rosa
University of Sao Paulo (USP)
Guanke Bao
University of Science and Technology Beijing
Haitao Dong
University of Science and Technology Beijing
Zhi Luo
University of Science and Technology Beijing
Jiarong Peng
University of Science and Technology Beijing
Yongyan An
University of Science and Technology of China
Cheng Cheng
University of Science and Technology of China
Zhenyu Jiang
University of Science and Technology of China
Linzhen Kong
University of Science and Technology of China
Chenfei Luo
University of Science and Technology of China
Liudong Luo
University of Science and Technology of China
Yingying Shi
University of Science and Technology of China
Erting Tang
University of Science and Technology of China
Ping Wang
University of Science and Technology of China
Yuyang Wang
University of Science and Technology of China
Guiyang Xu
University of Science and Technology of China
Wenfei Yu
University of Science and Technology of China
Bonan Zhang
University of Science and Technology of China
Qian Zhang
University of Science and Technology of China
David Garcia
University of Tennessee
Nannan Jiang
University of Tennessee
Brandon Kristy
University of Tennessee
Ralph Laurel
University of Tennessee
Karl Leitner
University of Tennessee
Frank Loeffler
University of Tennessee
Steven Ripp
University of Tennessee
Morgan Street
University of Tennessee
Khadija Amheine
Utrecht University
Felix Bindt
Utrecht University
Meine Boer
Utrecht University
Mike Boxem
Utrecht University
Jolijn Govers
Utrecht University
Seino Jongkees
Utrecht University
Lorenzo Pattiradjawane
Utrecht University
Pim Swart
Utrecht University
Helen Tsang
Utrecht University
Floor de Graaf
Utrecht University
Marjolijn ten Dam
Utrecht University
Franca van Heijningen
Utrecht University
Yadira Boada
Polytechnic University of Valencia (UPV)
Alejandro Vignoni
Polytechnic University of Valencia (UPV)
Valentas Brasas
Vilnius University
Aukse Gaizauskaite
Vilnius University
Gabrielius Jakutis
Vilnius University
Simas Jasiunas
Vilnius University
Ieva Juskaite
Vilnius University
Justas Ritmejeris
Vilnius University
Dovydas Vaitkus
Vilnius University
Tomas Venclovas
Vilnius University
Kornelija Vitkute
Vilnius University
Hanna Yeliseyeva
Vilnius University
Kristina Zukauskaite
Vilnius University
Justina Zvirblyte
Vilnius University
Laurynas Karpus
Vilnius University
Ignas Mazelis
Vilnius University
Irmantas Rokaitis
Vilnius University
Ngozi D. Akingbesote
University of Virginia
Dylan Culfogienis
University of Virginia
William Huang
University of Virginia
Kevin Park
University of Virginia
Janvi Ahuja
The University of Warwick
Christophe Corre
The University of Warwick
Gurpreet Dhaliwal
The University of Warwick
Rhys Evans
The University of Warwick
Kurt Hill
The University of Warwick
Olivor Holman
The University of Warwick
Alfonso Jaramillo
The University of Warwick
Alizah Khalid
The University of Warwick
Jack Lawrence
The University of Warwick
Laura Mansfield
The University of Warwick
James O’Brien
The University of Warwick
June Ong
The University of Warwick
Satya Prakash
The University of Warwick
Jonny Whiteside
The University of Warwick
Karl Anderson
University of Washington
Emily Chun
University of Washington
Grace Kim
University of Washington
Aerilynn Nguyen
University of Washington
Chemay Shola
University of Washington
Dorsa Toghani
University of Washington
Angel Wong
University of Washington
Joanne Wong
University of Washington
Jay Yung
University of Washington
Elizabeth Johnson
Washington University in St. Louis
Divangana Lahad
Washington University in St. Louis
Kyle Nicholson
Washington University in St. Louis
Havisha Pedamallu
Washington University in St. Louis
Cam Phelan
Washington University in St. Louis
Clara Fikry
University of Waterloo
Leah Fulton
University of Waterloo
Nicole Lassel
University of Waterloo
Dylan Perera
University of Waterloo
Marina Robin
University of Waterloo
Nicolette Shaw
University of Waterloo
Kyle Bowman
University of Westminster
Sarah Coleman
University of Westminster
Kristian Emilov
University of Westminster
Camila Gaspar
University of Westminster
Jenaagan Jenakendran
University of Westminster
Sara Mubeen
University of Westminster
Marko Obrvan
University of Westminster
Caroline Smith
University of Westminster
Tang Bo
Wuhan University
Chang Tianyi
Wuhan University
Du Liaoqi
Wuhan University
Xing Yuan
Wuhan University
Qing Yue
Wuhan University
Stephanie Do
College of William and Mary
Xiangyi Fang
College of William and Mary
Ethan Jones
College of William and Mary
Jessica Laury
College of William and Mary
Wukun Liu
College of William and Mary
Adam Oliver
College of William and Mary
Lillian Parr
College of William and Mary
Margaret Saha
College of William and Mary
Chengwu Shen
College of William and Mary
Tinh Son
College of William and Mary
Julia Urban
College of William and Mary
Yashna Verma
College of William and Mary
Hanmi Zhou
College of William and Mary
Shan Dong
Worldshaper Wuhan
Zhengguo Hao
Worldshaper Wuhan
Yi Kuang
Worldshaper Wuhan
Ting Liu
Worldshaper Wuhan
Rui Zhou
Worldshaper Wuhan
Beck Arruda
Worcester Polytechnic Institute
Natalie Farny
Worcester Polytechnic Institute
Mei Hao
Worcester Polytechnic Institute
Camille Pearce
Worcester Polytechnic Institute
Alex Rebello
Worcester Polytechnic Institute
Arth Sharma
Worcester Polytechnic Institute
Kylie Sumner
Worcester Polytechnic Institute
Bailey Sweet
Worcester Polytechnic Institute
Du Mengtao
Xi'an Jiaotong University
Junliang Lin
Xi'an Jiaotong-Liverpool University
Fan Peiyao
Xi'an Jiaotong University
Fang Xinlei
Xi'an Jiaotong University
Niangui Cai
Xiamen University
Junhong Chen
Xiamen University
Yousi Fu
Xiamen University
Yunyun Hu
Xiamen University
Ye Qiang
Xiamen University
Qiupeng Wang
Xiamen University
Ruofan Yang
Xiamen University
Chen Yucheng
Xiamen University
Jiyang Zheng
Xiamen University
Kevin Chang
Yale University
Cecily Gao
Yale University
Farren Isaacs
Yale University
Kevin Li
Yale University
Ricardo Moscoso
Yale University
Jaymin Patel
Yale University
Lauren Telesz
Yale University
Alice Tirad
Yale University
Qinhao Cao
Zhejiang University
Xinhua Feng
Zhejiang University
Yinjing Lu
Zhejiang University
Xianyin Zhang
Zhejiang University
Xuanhao Zhou
Zhejiang University
Dongchang Sun
Zhejiang University of Technology
Zhe Yuan
Zhejiang University of Technology
Jiajie Zhou
Zhejiang University of Technology
Communications Biology
23993642 (eISSN)
Vol. 3 1 512Subject Categories
Cell Biology
DOI
10.1038/s42003-020-01127-5
PubMed
32943734