Lab

Members

Image credit:
Lab retreat in Lake Tahoe

This page only contains the students and collaborators involved in research activities. The list of the team of the Mobile Millennium project can be found at the following URL. The list of the team of the Floating Sensor Network project can be found at the following URL. The list of the team of the Connected Corridors  project can be found at the following URL

Lab Director

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Alexandre Bayen

Current Post Doctoral Researchers

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Jonathan Lee

  • Post Doctoral Appointment, Sandia National Laboratories, 2013
  • Ph.D., Rice University, Mechanical Engineering, 2011
  • M.S., Rice University, Mechanical Engineering, 2009
  • B.S., UC Berkeley, Engineering Physics, 2006

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Anthony Patire

  • Ph.D., UC Berkeley, Civil and Environmental Engineering, 2010
  • B.S., MIT, Electrical Engineering

Ph.D. Students

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Sulaiman Almatrudi

  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering
  • M.S., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering 2020
  • B.S., KFUPM, Electrical Engineering, 2016
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Zhe Fu

  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering

  • M.S., UC Berkeley, Electrical Engineering and Computer Science

  • M.S., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering, 2020

  • B.S., Tongji University, Transportation Engineering, 2018

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Arwa AlAnqary

  • Ph.D., UC Berkeley, Civil Engineering (Systems) 

  • M.S., MIT, Computational Science and Engineering, 2021

  • B.S., Alfaisal University, Mechanical Engineering, 2017

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Cassie An Jeng

  • Ph.D. Student, UC Berkeley, Electrical Engineering & Computer Sciences (2025 - Present)
  • M.S., Washington University in St. Louis, Electrical Engineering (2023)
  • B.S., Washington University in St. Louis, Systems Science and Engineering (2023)
  • B.S., Washington University in St. Louis, Computer Engineering (2023)

M.S., M.ENG., MBA Students

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Mathias Perez

  • Master of Translational Medicine (MTM), University of California, Berkeley, 2025 – 2026

  • Visiting Scholar, Biomedical Engineering (Azizi Lab) Columbia University, 2025

  • M.S. in Computer Science, École Polytechnique, 2025B.S. in Applied Mathematics and Computer Science, École Polytechnique, 2023

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Qing Lyu

  • M.S., UC Berkeley, Transportation Engineering
    B.S., Tongji University, Traffic Engineering, 2025
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Xuanmian He

  • M.S., UC Berkeley, Transportation Engineering
  • B.S., Tongji University, Traffic Engineering, 2025
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Ashwin Dara

  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2025
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Ashish Pandian

  • M.S., UC Berkeley, Electrical Engineering and Computer Science
  • B.S., UC Berkeley, Applied Mathematics and Computer Science, 2024


Post doctoral researchers alums

Job listed indicates position obtained short after leaving UC Berkeley.

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Alexander Keimer

  • Ph.D., FAU Erlangen-Nuremberg, Mathematics, 2014
  • M.S., FAU Erlangen-Nuremberg, Mathematics, 2008

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Qijian Gan

  • Research Engineer, PATH
  • Ph.D., UC Irvine, Civil and Environmental Engineering, 2014
  • M.S., UC Irvine, Civil and Environmental Engineering, 2010
  • B.S., University of Sciences and Technologies of China, Department of Automation, 2009 

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Yashar Zeiynali Farid

  • Research Engineer, Toyota
  • Ph.D., University of Massachusetts Amherst, Civil and Environmental Engineering, 2016
  • M.S., Tarbiat Modares University, Civil and Environmental Engineering, Iran, 2007
  • B.S., Urmia Univesity, Civil and Environmental Engineering, Iran, 2003
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Shuxia Tang

  • Assistant Professor, Texas Tech University Department of Mechanical Engineering
  • Ph.D., University of California, San Diego, USA, Mechanical Engineering, 2016
  • M.S., Southwest University, China, Mathematics, 2011
  • B.S., Southwest University, China, Mathematics, 2008
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Juliette Ugirumurera

  • Research Engineer, NREL
  • Ph.D., University of Texas at Dallas, Computer Science, 2017
  • M.S., University of Texas at Dallas, Computer Science, 2015
  • B.S., Oklahoma Christian University, Computer Engineering, 2012

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Anastasios Kouvelas

  • Research Engineer, TSS
  • Ph.D., Technical Univ. of Crete, Production Engineering & Management, 2011
  • M.S., Technical Univ. of Crete, Operational Research, 2006
  • B.S., Technical Univ. of Crete, Production Engineering & Management, 2004

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Nikos Bekiaris-Liberis

  • Post Doctoral Researcher, Univ. of Crete
  • Ph.D., University of California, Aerospace Engineering, 2013
  • M.S., University of California, San Diego, Aerospace Engineering, 2010
  • B.S., Technical Univ. of Athens, Electrical & Computer Engineering, 2007

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Thomas Schreiter

  • Data Engineering Fellow, Insight Data Science
  • Ph.D., Delft University of Technology, The Netherlands, Transportation, 2013
  • M.S., Technical University of Karlsruhe, Germany, Computer Science, 2008

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Ethan Xuan

  • Software Engineer, FactSet
  • Ph.D., UC Berkeley, CEE Transportation Engineering, 2011
  • M.S., Ohio State University, Electrical & Computer Engineering, 2007
  • B.Eng., Tsinghua University, China, Electronics Engineering, 2005

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Qingfang Wu

  • Ph.D., UC Berkeley, CEE Environmental Engineering, 2013
  • M.S., UC Berkeley, CEE Environmental Engineering
  • M.S., Univ. Wisconsin Maddison, Civil and enviornmental Env. Eng

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Ryan Herring

  • Research Engineer, Apple
  • Post Doctoral Researcher, CCIT, UC Berkeley
  • Ph.D., UC berkeley, IEOR, 2010
  • M.S., UC Berkeley, IEOR
  • B.S., Oberlin, IEOR

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Joos-Hendrik Böse

  • Research Engineer, Deutsche Telekom / T-Mobile Labs
  • Ph.D., Freie Universitaet, Berlin, Germany, Computer Science, 2007

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Olli-Pekka Tossavainen

  • Research Engineer, NAVTEQ
  • Ph.D., University of Kuopio, Finland, Physics, 2007

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Jeff Ban

  • Assistant Professor, RPI.
  • Ph.D., Univ. Wisconsin Maddison (adv. B. Ran), CEE

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Annalisa Scacchioli

  • Post doctoral researcher, Georgia Tech.
  • Ph.D., Univ. L'Aquila, Italy (adv. M. Di Benedetto), EECS, 2005

Ph.D. students alums

Job listed indicates position obtained short after leaving UC Berkeley.

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Joy Carpio

  • Researcher, Nissan Advanced Technology Center - Silicon Valley, 2024 - present
  • Ph D., UC Berkeley, CEE Systems Engineering
  • M.S., Mapua University, Microelectronics, 2015
  • B.S., Pamantasan ng Lungsod ng Maynila, Electronics and Communications Engineering, 2012
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Nathan Lichtlé

  • Ph.D. thesis: "Deep Reinforcement Learning for Autonomous Vehicle Traffic Control and Stabilization: From Simulation to a 100-Vehicle Highway Field Deployment"
  • Ph.D., University of California, Berkeley, Electrical Engineering and Computer Sciences, Berkeley AI Research (BAIR), 2025.
  • Ph.D., École Nationale des Ponts et Chaussées, Mathematics and Control, CERMICS, 2024.
  • M.S., University of California, Berkeley, Electrical Engineering and Computer Sciences, 2024.
  • M.S., École Normale Supérieure Paris-Saclay, Computer Science, 2021.
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Alben Rome Bagabaldo 

Ph.D. Thesis

  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Systems Engineering
  • M.S., Mapua Institute of Technology, Civil Engineering, 2016
  • B.S., Southern Luzon State University, Civil Engineering, 2012
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Kathy Jang 

Ph.D. Thesis

  • PhD., UC Berkeley, Electrical Engineering and Computer Science
  • M.S., UC Berkeley, Electrical Engineering and Computer Science
  • B.A., UC Berkeley, Computer Science
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Fangyu Wu

  • PhD., UC Berkeley, Electrical Engineering and Computer Science, 2024
  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2019
  • M.S., UIUC, Civil and Environmental Engineering, 2018
  • B.S., UIUC, Civil and Environmental Engineering, 2015
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Jessica Lazarus

Ph.D. Thesis

  • Post Doctoral Researcher
  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering
  • M.S., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering
  • B.S., UC Berkeley, Industrial Engineering and Operations Research
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Aboudy Kreidieh

Ph.D. Thesis

  • Post Doctoral Researcher, UC Berkeley
  • Ph.D., UC Berkeley, CEE Systems Engineering, 2022
  • M.S., UC Berkeley, CEE Systems Engineering, 2017
  • B.S., American University of Beirut, Mechanical Engineering, 2016
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Eugene Vinitsky

Ph.D. Thesis

  • Assistant Professor, NYU
  • Ph.D., UC Berkeley, Mechanical Engineering, Controls, 2022
  • M.A., UC Santa Barbara, Physics
  • B.S., Caltech, Physics
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Théophiles Cabannes

Ph.D. Thesis
  • Research Engineer, Google Research
  • Ph.D., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • M.S., Ecole des Ponts ParisTech, Engineering (Corps des Ponts), 2018
  • M.S., Ecole Polytechnique, Computer Science, 2018
  • B.S., Ecole Polytechnique, Applied Mathematics, 2016
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Yiling You

Ph.D. Thesis

  • Research Engineer, Facebook (Meta)
  • Ph.D., UC Berkeley, Mathematics, 2022
  • M.S., University of Chicago, Statistics, 2017
  • B.S., Fudan University, Mathematics, 2016
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Fang-Chieh Chou (Jerry)

Ph.D. Thesis

  • Research Engineer, Nissan
  • Ph.D., UC Berkeley, Mechanical Engineering, Controls, May 2021
  • M.S., National Taiwan University, Mechanical Engineering 
  • B.S., National Taiwan University, Mechanical Engineering
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Saleh Albeaik

Ph.D. Thesis

  • Assistant Professor, KACST, KSA
  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Transportation Engineering, August 2020
  • M.S., Pennsylvania State University, Electrical Engineering, 2014
  • B.S., Pennsylvania State University, Electrical and Computer Engineering, 2014
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Cathy Wu

Ph.D. Thesis

  • Assistant Professor, MIT
  • Ph.D., UC Berkeley, Electrical Engineering and Computer Science
  • M.S., MIT, Electrical Engineering and Computer Science, 2014
  • B.S., MIT, Computer Science, 2012

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Jerome Thai

Ph.D. Thesis

  • Research Engineer, Lyft
  • Ph.D., UC Berkeley, EECS, 2017
  • M.S., Columbia University, IEOR, 2012
  • M.S., Ecole Polytechnique, Applied Mathematics, 2012
  • B.S., Ecole Polytechnique, Applied Mathematics, 2010

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François Belletti

Ph.D. Thesis

  • Research Engineer, Google
  • Ph.D., UC Berkeley, EECS, 2017
  • M.S., Imperial College, 2014
  • B.S., Ecole Polytechnique, 2012

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Walid Krichene

Ph.D. Thesis

  • Research Engineer, Google
  • Ph.D., UC Berkeley, EECS, 2016
  • M.S., Mines Paristech, Paris, France, Applied Mathematics, 2010

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Jack Reilly

Ph.D. Thesis

  • Research Scientist, Google
  • Ph.D., UC Berkeley, CEE Systems Engineering,  2014
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., UCLA, CEE Structural Engineering

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Leah Anderson

Ph.D. Thesis

  • Product Quality Engineer, Palantir Technologies
  • Ph.D., UC Berkeley, CEE Systems Engineering,  2014
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., Harvey Mudd College, CEE Systems

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Samitha Samaranayake

Ph.D. Thesis

  • Assistant Professor, Cornell University
  • Ph.D., UC Berkeley, CEE Systems Engineering,  2014
  • M.S., Standford University, Management Science and Engineering
  • M.Eng., MIT, Electrical Engineering and Computer Science
  • B.S., MIT, Computer Science

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Kevin Weekly

Ph.D. Thesis

  • Research Scientist, Fitbit
  • Ph.D., UC Berkeley, Computer Science, 2014
  • M.S., UC Berkeley, Computer Science
  • B.S., UT Dallas, Computer Science

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Tim Hunter

Ph.D. Thesis

  • Software Engineer, Databricks
  • Ph.D., UC Berkeley, Computer Science, 2014
  • M.S., Stanford University, Computer Science
  • B.S., Ecole Polytechnique, France, Applied Mathematics

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Qingfang Wu

Ph.D. Thesis

  • Research Engineer, USGS/Davis
  • Ph.D., UC Berkeley, CEE Environmental Engineering, 2013
  • M.S., UC Berkeley, CEE Environmental Engineering
  • M.S., Univ. Wisconsin Maddison, Civil and enviornmental Env. Eng

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Aude Hofleitner

Ph.D. Thesis

  • Research Engineer, Facebook
  • Ph.D., UC Berkeley, EECS, 2013
  • M.S., UC Berkeley, EECS
  • M.S., Ecole Nationale des Ponts et Chaussees, Engineering
    (Corps des Ponts)
  • B.S., Ecole Polytechnique, France, Applied Mathematics

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Tarek Rabbani

Ph.D. Thesis

  • Engineer, Level-up Analytics
  • Ph.D., UC Berkeley, Mechanical Engineering, 2012
  • M.S., UC Berkeley, Mechanical Engineering
  • B.S., American Univ. of Beirut, Lebanon, Mechanical Engineering

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Andrew Tinka

Ph.D. Thesis

  • Research Engineer, Kiva Systems
  • Ph.D., UC Berkleey, EECS, 2012
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., Univ. British Columbia, Canada, Engineering Physics

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Sebastien Blandin

Ph.D. Thesis

  • Research Engineer, IBM
  • Ph.D., UC Berkeley, CEE Systems Engineering, 2012
  • M.S., UC Berkeley, CEE Systems Engineering
  • M.S., Ecole Nationale des Ponts et Chaussees, France, Engineering
  • B.S., Ecole Polytechnique, France, Applied Mathematics

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Mohammad Rafiee

Ph.D. Thesis

  • Data Scientist, Marin Software
  • Ph.D., UC Berkeley, Mechanical Engineering, 2012
  • M.S., UC Berkeley, Mechanical Engineering
  • B.S., Sharif Univ. Iran, Mechanical Engineering

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Saurabh Amin

Ph.D. Thesis

  • Assistant Professor, CEE, MIT
  • Ph.D., UC Berkeley, CEE Systems Eng.,2011
  • M.S., UC Berkeley, CEE Systems Eng.
  • M.S., UT Austin, CEE Systems Eng.

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Ryan Herring

Ph.D. Thesis

  • Research Engineer, Apple
  • Post Doctoral Researcher, CCIT, UC Berkeley
  • Ph.D., UC berkeley, IEOR, 2010
  • M.S., UC Berkeley, IEOR
  • B.S., Oberlin, IEOR
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Dan Work

Ph.D. Thesis

  • Assistant Professor, CEE, University of Illinois at Urbana Champaign
  • Ph.D., UC Berkeley, CEE Systems Engineering, 2010
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., Ohio State Univ., Civil and Environmental Engineering

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Christian Claudel

Ph.D. Thesis

  • Assistant Professor, KAUST University, Saudi Arabia
  • Ph.D., UC Berkeley, EECS, 2010
  • M.S., UC Berkeley, EECS
  • Aggregation, Ecole Normale Superieure, France, Physics
  • DEA, University of Marseilles, France, Physics
  • B.S., Ecole Normale Superieure, France, Physics

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Juan-Carlos Herrera

Ph.D. Thesis

  • Assistant Professor, La Catolica Pontificad University, Santiago, Chile, Civil Engineering
  • Ph.D., UC Berkeley, CEE Transportation Eng., 2009
  • M.S., UC Berkeley, CEE Transportation Engineering
  • B.S., La Catolica Pontificad University, Santiago, Chile

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Issam Strub

Ph.D. Thesis

  • Research Scientist, The Cambridge Strategy
  • Ph.D., UC Berkeley, CEE Systems Engineering, 2009
  • M.S., UC Berkeley, CEE Systems Engineering, 2007
  • DEA., Ecole Normale Superieure, France, Mathematics, 2003
  • B.S., Ecole Normale Superieure, France, Mathematics, 2003

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Dengfeng Sun

Ph.D. Thesis

  • Assistant Professor, Aeronautics and Astronautics, Purdue University
  • Ph.D., UC Berkeley, CEE Systems Engineering, 2008
  • M.S., UC Berkeley, CEE Systems Engineering, 2006
  • M.S., Ohio State University, IEOR, 2004
  • B.S., Tsinghua Univ., China, Mechanical Engineering, 2003

M.S., M.Eng., MBA Students alums

(V) indicates visiting student, (B) indicates Berkeley student, (T) indicates MS thesis was competed at Berkeley. The institution indicates the main school or university where the student was registered during period of performance. The year indicates the period of the visit, employment or collaboration at Berkeley. Job listed indicates position obtained short after graduation or internship

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Cathy Wang

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2024 

  • B.S., UC Davis, Computer Science 2023
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Avikam Chauhan

  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2024 
  • B.A., UC Berkeley, Computer Science, 2023
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Abirami Sabbani

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2024
  • B.S., UC San Diego, Math-Computer Science, 2022
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Tony Luo

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2024
  • B.A., Northwestern University, Computer Science and Statistics, 2023
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Alvin Bao

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2024
  • B.S., Georgia Tech, Computer Science, 2023
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Sarah Bhaskaran

  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.A., UC Berkeley, Computer Science, 2022
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Songye Han

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.S., Zhejiang University, Statistics, 2020
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Noe Carras

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.Eng., Université Paris Saclay - CentraleSupelec, Engineering, 2020
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Dantong Niu

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.Eng., China Agricultural University, 2020
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Mengmeng Cao

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.S., University of Electronic Science and Technology of China, Electronic Information Science and Technology, 2021
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Chang Zhou

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.Eng., McGill University, Electrical and Computer Engineering, 2021
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Guanyue Bian

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.Sc., Renmin University of China, Computer Science and Technology, 2020
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Ruicong Li

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2022
  • B.Eng., University of Electronic Science and Technology of China, 2020
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Yinyin Liu

  • M.S., UC Berkeley,  Electrical Engineering and Computer Science, 2022
  • B.S., Chinese University of Hong Kong, Math and Information Engineering
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Ayush Jain

  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.S., UC Berkeley, Electrical Engineering and Computer Science (Berkeley M.E.T.), 2021
  • B.S., UC Berkeley, Business Administration (Berkeley M.E.T.), 2021
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Michael Zhang

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.S., UC Santa Cruz, Computer Science, 2020
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Roham Ghotbi

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2022
  • B.S., UC Berkeley, Electrical Engineering and Computer Science, 2018
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Aziz Khiyami 

  • M.S., The University of Edinburgh, Sustainable Energy Systems, 2014
  • B.Eng., The University of Edinburgh, Electrical and Mechanical Engineering, 2013
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Lu Yu

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.Sc. Zhejiang University of Technology, Automation, 2019
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Mengze Zhu

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., Peking University, Electrical Engineering and Computer Science, 2019
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Zixuan Yang

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S.E., University of Michigan, Computer Engineering, 2019
  • B.S.E., Shanghai Jiao Tong University, Electrical and Computer Engineering, 2019
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Changxu Zhang

  • M.Eng., UC Berkeley, Electronic Engineering and Computer Science, 2020
  • B.Eng., Nanjing University, Microelectronic Science and Engineering, 2019
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Jinheng Xu

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.Eng., Wuhan University, Electronic Information Engineering, 2019
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Léo Toulet

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • M.S., ISAE-Supaero, Data Science, expected in 2020
  • B.S., ISAE-Supaero, Aerospace Engineering, 2018
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Yichen Zhou

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.S., University of Illinois at Urbana Champaign, Computer Engineering, 2019
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Yanda Li

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., UC San Diego, Computer Science, 2017
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Xinyi Tang

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., Zhejiang University, Information Management and Information Systems, 2019
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Xiyu Zhai

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.Eng., Xi'an Jiaotong University, Electrical Engineering and Automation, 2019
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Xiangyun Cao

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., University of Illinois at Urbana-Champaign, Mathematics, Statistics and Computer Science, 2015-2019
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Zangnan Yu

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S.E., University of Michigan, Electrical Engineering and Computer Science, 2017
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Anyi Chen

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.S., UC Irvine, Computer Science, 2019
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Shuli Yang

  • M.Eng., University of California, Berkeley, Electrical Engineering and Computer Sciences, 2020
  • B.Eng., National University of Singapore, Electrical Engineering, 2019
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Xuan Su

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020 
  • B.S., City University of Hong Kong, Electronic Engineering, 2019
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Kanaad Parvate

  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., UC Berkeley, Electrical Engineering and Computer Science, 2019
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Victor Chan

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Science, 2020
  • B.S., UC Berkeley, Electrical Engineering and Computer Science, 2019
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Fangyu Wu

  • M.Eng., University of California, Berkeley, Electrical Engineering and Computer Science
  • M.S., University of Illinois at Urbana-Champaign, Systems Engineering, 2018
  • B.S., University of Illinois at Urbana-Champaign, Systems Engineering, 2015
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Xiaoyun Zhao

  • M.Eng., UC Berkeley, EECS, 2019
  • B.S., Penn State University, Information Sciences and Technology, 2015
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Umang Sharaf

  • M.Eng., University of California, Berkeley, Electrical Engineering and Computer Science, 2019
  • B.S., The Ohio State University, Computer Science, 2016
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Kaila Cappello 

  • M.Eng., University of California, Berkeley, Electrical Engineering and Computer Science
  • B.S., Boston University, Mechanical Engineering, 2013
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Crystal Yan

  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2019
  • B.S., UC Berkeley, Electrical Engineering and Computer Sciences, 2018
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Lucas Fisher 

  • M.Eng., UC Berkeley, Industrial Engineering and Operations Research
  • M.S. in Applied Mathematics expected in August 2019, Ecole Centrale Paris
  • B.S. in Engineering, Ecole Centrale Paris, 2016
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Anna Matsonika

  • M.Eng., UC Berkeley, Civil Engineering, 2019
  • B.S.,  UC Berkeley, Civil Engineering, 2017
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George Netscher

  • Ph.D., UC Berkeley, Electrical Engineering and Computer Science
  • B.S., UT Austin, Electrical and Computer Engineering
  • B.S., UT Austin, Biomedical Engineering

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Frank Shyu

  • ​M.Eng., UC Berkeley, EECS, 2017
  • B.S., National Taiwan University, Electrical Engineering

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Shuai Yao

  • M.Eng., UC Berkeley, EECS, 2017
  • B.S., Harbin Institute of Technology, Electronic Information Engineering, Harbin, ChinaAncre

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Michael Zhao

  • M.Eng., UC Berkeley, EECS, 2017
  • B.S., UC Berkeley, EECS, 2017

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Stefanus Hinardi

  • M.Eng., UC Berkeley, EECS, 2017
  • B.S., University of Illinois at Urbana Champaign, Computer Science, 2017

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Yexin Wuang

  • M.Eng., UC Berkeley, EECS, 2017
  • B.S., Purdue University, Electrical and Computer Engineering

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Mogeng Yin

  • Ph.D., UC Berkeley, Civil and Environmental Engineering, 2018 (expected)
  • M.S., UC Berkeley, Electrical Engineering and Computer Science, 2017 (expected)
  • M.S., UC Berkeley, Civil and Environmental Engineering, 2014
  • B.Eng., Tsinghua University, 2013

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Fu-Chi Shih

  • M.Eng., UC Berkeley, IEOR, 2017
  • B.S., National Taiwan University, Taipei, Taiwan, Business Administration

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Anamika Tyagi

  • M.Eng., UC Berkeley, IEOR, 2017
  • B.S., Delhi College of Engineering (Delhi University), Polymer & Chemical Engineering, Delhi, India

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James Chang

  • M.Eng., UC Berkeley, IEOR, 2017
  • B.Eng., Tsinghua University, China, Industrial Engineering

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Bingyuan Hu

  • M.Eng., UC Berkeley, Civil and Environmental Engineering, 2017
  • B.S., University of Michigan, Civil and Environmental Engineering, 2016
  • B.S., Shanghai Hai Jiao Tong University, Joint Institute, 2016

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Nicolas Laurent-Brouty

  • M.S., UC Berkeley, CEE Systems Engineering, 2016
  • M.S., École nationale des ponts et chaussées, Transportation Engineering, France, 2015
  • M.S., École polytechnique, Mechanical Engineering, France, 2014
  • B.S., École polytechnique, Engineering, France, 2013

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Yanrong Li

  • M.Eng., UC Berkeley, EECS, 2016
  • B.S., Shanghai Jiao Tong University, Electrical and Computer Engineering

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Ludovic Thea

  • M.Eng., UC Berkeley, IEOR, 2016
  • M.Eng., Ecole Polytechnique, France, Electrical Engineering

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Marie Douriez

  • M.Eng., UC Berkeley, IEOR, 2016
  • M.Eng., Ecole Polytechnique, France, Data Science

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Chong Wee Tan

  • M.Eng., UC Berkeley, IEOR, 2016
  • B.S., National University of Singapore, Computing and Information Systems

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Jun Jie Ng

  • M.Eng., UC Berkeley, EECS, 2016
  • B.S., UIUC, Electrical and Computer Engineering

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Lauren Devos

  • MBA Haas School of Business, UC Berkeley, 2016
  • MPH School of Public Health, UC Berkeley, 2016
  • B.A. The Pennsylvania State University, Economics, with Honors
  • B.S. The Pennsylvania State University, Biology

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Anna Stolyarova

  • MBA Haas School of Business, UC Berkeley, 2015
  • MPH Haas School of Business, UC Berkeley, 2015
  • MA, Economics, Lomonosov Moscow State University, 2006

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Paul N. Gabet

  • Ingénieur méthode tunnel, Bouygues BTP
  • M.S., UC Berkeley, Civil Engineering, 2014
  • Diplôme d'ingénieur, Ecole Polytechnique, France, 2012

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Boris Prodhomme

  • M.S., UC Berkeley, IEOR, 2012
  • B.S., Ecole Polytechnique, France, Applied Mathematics, 2011

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Paul Borokhov

  • M.S., UC Berkeley, CEE, 2012
  • B.S., UC Berkeley, College of Natural Resources

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Carlos Oroza

  • Ph.D., (expected), UC Berkeley May, Systems Engineering (CEE), 2015
  • M.S., UC Berkeley May, Systems Engineering (CEE), 2012
  • B.S., UC Berkeley May, Mechanical Engineering, 2010

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Jonathan Beard

  • M.S., UC Berkeley, ME, 2010

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Jack Reilly

  • Ph.D., UC Berkeley, CEE Systems Engineering, 2014
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., UCLA, CEE Structural Engineering

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Leah Anderson

  • Ph.D., UC Berkeley, CEE Systems Engineering, 2014
  • M.S., UC Berkeley, CEE Systems Engineering
  • B.S., Harvey Mudd College, CEE Systems

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Pierre-Emmanuel Mazare

  • M.S., UC Berkeley, CEE Transportation Engineering, 2010
  • B.S., Ecole Polytechnique, France, Applied Mathematics

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Matthieu Nahoum

  • M.S., UC Berkeley, CEE Systems Engineering, 2010
  • B.S., Ecole Nationale de l'Aviation Civile (ENAC)

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Christian Claudel

  • Assistant Professor, KAUST University, Saudi Arabia
  • Ph.D., UC Berkeley, EECS, 2010
  • M.S., UC Berkeley, EECS
  • Aggregation, Ecole Normale Superieure, France, Physics
  • DEA, University of Marseilles, France, Physics
  • B.S., Ecole Normale Superieure, France, Physics

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Aude Hofleitner

  • Ph.D., UC Berkeley, EECS, 2013
  • M.S., UC Berkeley, EECS
  • M.S., Ecole Nationale des Ponts et Chaussees, Engineering
    (Corps des Ponts)
  • B.S., Ecole Polytechnique, France, Applied Mathematics

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Julie Percelay VB

  • Adjointe a la Chef des Bureaux Marins, MEEDAT, France
  • M.S., UC Berkeley, CEE Environmental Engineering, 2008
  • B.S., Ecole Polytechnique, Ingenieure du Corps des Ponts, France, 2007-2009

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Jessica Pannequin BT

  • M.S., UC Berkeley, EECS, 2007

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Stephane Martinez VT

  • M.S., Ecole Nationale de l'Aviation Civile, France, 2007

Former Undergraduate and Visiting Students

(V) indicates visiting student, (B) indicates Berkeley student, year indicates period of visit or collaboration or employment in my group at Berkeley.

  • Ashwin Dara (B), CS, 2024
  • Jon Davis (B), CEE, 2021-2022
  • Jiawei Lu (V), Nanjing University, Acoustic Science, 2020-2021
  • Brian Nguyen (B), CS & Data Science, 2020-2021
  • Brent Zhao (B), CS & Physics, 2020-2021
  • Akash Velu (B), EECS, 2020-2021
  • Jon Davis (V) Acalanes High School 2020-2021
  • Sonia Akram (V), Ecole Nationale des Arts et Metiers, June 2020-Aug. 2020
  • Armittage Annanng (B), EECS, 2020
  • Kevin Lin (B), EECS, 2019-2022
  • Jarvis Yuan (B), CEE, 2019-2022
  • Nicholas Liu (B), EECS, 2019-2021
  • Ayush Jain (B), EECS & Business, 2019-2021
  • Minjune Hwang (B), EECS, 2019-2021
  • Daniel Zhang (B), CS, 2019-2020
  • Maken Schwinn (B), CS, 2019-2020
  • Harry Dong (B), Statistics, 2019-2020
  • Gilbert Bahati (B), CEE, 2019-2020
  • Trevor Wu (B), EECS & CEE, 2019-2020
  • Ganeshnikhil Vurimi (B), ME, 2019-2020
  • Sarah Bhaskaran (B), EECS & CS, 2019-2020
  • Henry Leou (B), Data Science & Applied Mathematics, 2019
  • Solenn Ollivier (V), Ecole Nationale Superieure des Arts et Metiers (ENSAM), France, 2019
  • Arnaud de Guilhermier (V), Ecole Nationale Superieure des Arts et Metiers (ENSAM), France, 2019
  • Henri Bataille (V), Ecole Nationale Superieure des Arts et Metiers (ENSAM), France, 2019
  • Arjun Sridhar (B), UC Berkeley EECS, 2019
  • Rayyan Nasr (V), American University of Beirut, 2019
  • Yousef Ballout (V), American University of Beirut, 2019
  • Nathan Lichtle (V), Ecole Normale Superieure (Cachan), France, 2019
  • Ashkan Yousefpour (V), UT Dallas EECS doctoral student, 2019
  • Michael Wehrmeyer (B), CEE, 2019
  • Ethan Hu (B), EECS, 2018-2019
  • Jiayi Li (B), CS & CEE, 2018-2020
  • Mahesh Murag (B), EECS, 2018
  • Jonathan Lin (B), EECS, 2018
  • Kevin Chien (B), EECS, 2018
  • Huan Yu (V), PhD student UCSD MAE, 2018
  • Luc Le Flem (V), Ecole Polytechnique, France, 2018
  • Nathan Mandi (B), EECS, 2018
  • Leah Dickstein (B), EECS, 2018
  • Kathy Jang (B), Computer Science, 2017-2018
  • Nishant Kheterpal (B), EECS, 2017-2018
  • Tanya Veravalli (B), CS & Economics, 2017-2019
  • Vincent Fighiera (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2017
  • Alex Sundt (B), CEE, 2017
  • Théophile Cabannes (V), Ecole Polytechnique / Ecole des Ponts de Paris, France, 2017
  • Skander Jemaa (V), Ecole Polytechnique, France, 2017
  • Hippolyte Signargout (V), Ecole Nationale Supérieur de Lyon (ENS), France, 2017
  • Laura Durand (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2017
  • Kanaad Parvate (B), EECS, 2016-2020
  • Kathy Jang (B), CS, 2016-2019
  • Nathan Mandi (B), EECS, 2016-2017
  • Leah Dickstein (B) EECS, 2016-2017
  • Carol Minna Zhang (B), CEE, 2016
  • Ana Jamshidnejad (V), TU Delft, The Netherlands, 2016
  • Bradley Zylstra (V), Randolph College, 2016
  • Oriana Peltzer (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2016
  • Oumaima Makhlouk (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2016
  • Pierre-Louis Ehret (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2016
  • Daniel Haziza (V), Ecole Polytechnique, France, 2016
  • Chedly Bourghiba (V), Ecole Polytechnique, France, 2016
  • Julien Jacquemot (V), Ecole Polytechnique Federale de Lausanne, Switzerland, 2015
  • Cyril Tamraz (V), American University of Beirut, Lebanon, 2015
  • Thomas Avice (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2015
  • Ramon Alonso (B), Electrical Engineering, 2015
  • Nils Breyer (V), University of Linkoping, Sweden, 2015
  • Deepak Talwar (B), Electrical Engineering and Computer Science, 2014-2015
  • Mandy Huo (B), Department of Physics, 2014
  • Nicolas Signole (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), 2014
  • Martin Gouy (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), 2014
  • Han Zou (V), National University of Singapore, 2014
  • Fouad Tabsh (V), American University of Beirut, 2014
  • Ziad Al Habibi (V), American University of Beirut, 2014
  • Sadeel Mustafa (V), American University of Beirut, 2014
  • Syrine Krichene (V), ENSIMAG, Grenoble, 2014
  • Nicolas Plain (V), Ecole Polytechnique, France, 2014
  • Milena Suarez (V), Ecole Polytechnique, France, 2014
  • Antoine Grappin (V), Ecole Polytechnique / Ecole des Mines de Paris, France, 2014
  • Rim Harriss (V), Ecole Polytechnique, France, 2014
  • Paul van Erp (V), Transportation and planning, DELFT University, 2014
  • Yi, Zhou (B), IEOR, 2013
  • Nate, Bailey (B), Mechanical Engineering, 2013
  • Kevin Sheu (V), Electrical Engineering, UCLA, 2013
  • William Nouet (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France 2013
  • Farhad Farokhi (V), KTH, Sweden 2013
  • Ahmed Alaoui (V), Ecole Normale Supérieure / Ecole Polytechnique, France, 2013
  • Benjamin Drighes (V), Ecole Polytechnique, France, 2013
  • Jean-Baptiste Lespiau (V), Ecole Polytechnique, France, 2013
  • Guillaume Sabran (V), Ecole Polytechnique, France, 2013
  • Maria Laura Della Monache (V), INRIA, France, 2012
  • Mats Sandin (V), Linköping University, Sweden, 2012
  • Magnus Fransson (V), Linköping University, Sweden, 2012
  • Agathe Benoit (V), Ecole Polytechnique, France, 2012
  • Axel Parmentier (V), Ecole Polytechnique, France, 2012
  • Yasser Jebbari (V), Ecole Polytechnique, France, 2012
  • Frederic Wylomanski (V), Ecole Polytechnique, France, 2012
  • Thomas Cassou (V), Ecole Polytechnique, France, 2012
  • Julien Nachef (V), Ecole Nationale Supérieure d'Arts et Métiers (ENSAM), France, 2012
  • Manuel Jakob (V), Technische Universitat Darmstadt, Germany, 2011-2012
  • Joao Rodriguez (V), University of Porto, France, 2011-2012
  • Chiheng Huor (B), B.S. Mechanical Engineering, 2011-2012
  • Axel Barrau (V), Ecole Polytechnique, France, 2011
  • Kenza Skali (V), Ecole Polytechnique, France, 2011
  • Otilia Anton (V), Ecole Polytechnique, France, 2011
  • Constant Bails (V), Ecole Polytechnique, France, 2011
  • Emmanuel Malherbe (V), Ecole Polytechnique, France, 2011
  • Samuel Rosat (V), Ecole Polytechnique, France, 2011
  • Jean-Benoit Saint-Pierre (V), Ecole Polytechnique, France 2010,
  • Jean-Baptiste Gariel (V), Ecole Nationale Supérieure d'Arts et Metiers (ENSAM), France, 2010
  • Timothee Chamoin (V), Ecole Polytechnique, France, 2010
  • Jerome Thai (V), Ecole Polytechnique, France, 2010
  • Adrien Couque (V), Ecole des Mines, France, 2010
  • Walid Krichene (V), Ecole des Mines, France, 2010
  • Derek Speer (B), CEE, 2010
  • Brenda Dix (B), CEE, 2010
  • Mario Iglesias (B), CEE, 2010
  • Jonathan Beard (B), B.S. ME, 2010
  • Julien Monteil (V), B.S. ENTPE, France, 2010
  • Mari Ervasti (V), M.S. VTT, Finland, 2010
  • Pierre-Henri Reilhac (V), B.S. ENSIETA, France, 2010
  • Paul Borokhov (B), B.S. CEE, 2010
  • Sarah Stern (B), B.S. CEE, 2009
  • Carlos Oroza (B), B.S. ME, 2009
  • Romain Hill (V), BS Ecole des Mines de Paris, France, 2009
  • Nadine Moacdieh (V), American University of Beirut, Lebanon, 2009
  • Tim Kazik (V), BS ETHZ, Zurich, Switzerland, 2009
  • Alfred Tran (B), B.S. CEE UC Berkeley, 2009
  • Emmanuel Sevrin (V), Ecole Polytechnique, 2009
  • Tania Abou Nasr (V), Ecole Polytechnique, 2009
  • Pierre-Emmanuel Mazaré (V), Ecole Polytechnique, 2009
  • David Wood (B), EECS, 2009
  • Colin Foe-Parker (B), ME, 2009
  • Matt Holland (B), EECS, 2009
  • Dennis Chan (B), EECS, 2009
  • Martin Deterre (V), Ecole Polytechnique, 2008
  • Fabien Chraim (V), American University of Beirut, 2008
  • Marcella Gomez (B), ME, 2008
  • Jason Wexler (B), ME, 2008
  • Andrew Spencer (B), ME, 2008
  • Nico Van Der Kolk (B), ME, 2008
  • Sebastien Diemer (V), Ecole Nationale Superieure des Mines de Paris, France, 2008
  • Florent Di Meglio (V), Ecole Nationale Superieure des Mines de Paris, France, 2007
  • Jonathan Elithorpe (B), EECS, 2006
  • Anwar Ghoche (V), CEE American University of Beirut, 2006
  • Tarek Ibrahim (V), EECS American University of Beirut, 2006
  • Nahi Ojeil (V), EECS American University of Beirut, 2006
  • Elie El Khoury (V), EECS American University of Beirut, 2006
  • Alaa Hilal (V), EECS American University of Beirut, 2006
  • Ibtissam Ezzeddine (V), EECS American University of Beirut, 2006
  • Remy Nollet (V), Ecole Polytechnique, 2005
  • Antoine Bonnet (V), Ecole Polytechnique, 2005
  • Christiane Zoghbi (V), CEE American University of Beirut, Lebanon, 2005
  • Tarek Rabbani (V), ME American University of Beirut, Lebanon, 2005

Student Awards

Several of the students in my group or in Mobile Millennium have recevived awards as part of their [proposed] work, or as part of their appointment as a GSI in a class I taught.

  • Kathy Jang, ACTIVATE Diversity & Inclusion Scholarship, 2019
  • Fangyu Wu, Fung Institute Technical Contributions Award , UC Berkeley, 2019
  • Fangyu Wu, Sevin Rosen Funds Award, EECS Department, UC Berkeley, 2019
  • Jessica Lazarus, ENO Fellow, 2019
  • Kathy Jang, Recurse Center Research Fellow, 2019
  • Cathy Wu, Milton Pikarsky Memorial Award, CUTC, 2018
  • Fangyu Wu, Eisenhower Fellow, 2018
  • Jessica Lazarus, Eisenhower Fellow, 2018
  • Theophile Cabannes, Prix du stage recherche, Ecole Polytechnique, 2017
  • Samitha Samaranayake, Maria-Laura Delle Monache, FBF Award for High-Achieving Younger Researchers, 2017
  • Cathy Wu, ITS Outstanding Graduate Student Award, 2017
  • Walid Krichene, Heidelberg Laureate Forum, 2017
  • Cathy Wu, ACM Future of Computing Academy, 2017
  • George Netscher, Audience Choice Award, Aging 2.0, 2017
  • Teddy Forsher, ENO Fellow, The ENO Fondation, 2017
  • Cathy Wu, RIsing Star Fellow, Carnegie Mellon University, 2016
  • Chedly Bourghiba, Felicitations du Jury, Stage d'Option, Ecole Polytechnique, 2016
  • Walid Krichene, Leon O Chua Award, UC Berkeley, 2015
  • Cathy Wu, Eisenhower awardee, US Department of Transportation, 2015
  • Jack Reilly, Pikarsky Award in Science and Technology for best Ph.D., Council of Univ. Transportation Centers, 2014
  • Sebastien Martin, Prix du stage d'Option, Applied Mathematics, Ecole Polytechnique, 2014
  • Han Zou, Microsoft Indoor Localization Competition, IPSN, Berlin, third place, 2014
  • Kevin Weekly, PhD Innovation Prize, EECS, 2014
  • Walid Krichene, Outstanding GSI award for EE128/ME134 (F13), UC Berkeley, 2014
  • Benjamin Drighes, Grand Prix du Stage de Recherche, Ecole Polytechnique, 2013
  • Jean-Baptiste Lespiau, Prix du Stage de Recherche, Ecole Polytechnique, 2013
  • Qingfang Wu, Delta-Science Fellowship, Delta Stewardship Council, 2013
  • Ahmed El Alaoui, EECS Gold Fellowship, UC Berkeley, 2013
  • Mats Sandin and Magnus Fransson, Prize for the best thesis of 2012, ITN Department, Linkoping University, Sweden, 2013
  • Aude Hofleitner, Prix 2012 de la Chaire Abertis for best Ph.D. thesis, France, 2013
  • Walid Krichene, Eltoukhy East-West Gateway Fellow, 2012
  • Yasser Jebbari, Félicitations du Jury de Stage d'Option, Ecole Polytechnique, France, 2012
  • Samitha Samaranayake, Eisenower Fellow, US Department of Transportation, 2012
  • Walid Krichene, EECS Excellence Award, UC Berkeley, 2011
  • Walid Krichene, Chevron-Xenel Gateway Fellow, 2011
  • Andrew Tinka, Outstanding GSI Award, EE42/100 (F11), UC Berkeley, 2011
  • Dan Work, Dan work, IEEE ITSS Best Dissertation Award, 2011
  • Sebastien Blandin, UCTC Dissertation Grant, UC Transportation Center, 2011
  • Timmy Siauw, Department Instructional Distinction Award, for E7, Civil and Environmental Engineering, 2011
  • Aude Hofleitner, Eisenhower Fellow, US Department of Transportation, 2011
  • Sebastien Blandin, Finalist Best Student Paper Award , IEEE Conference on Decision and Control, Atlanta, 2010
  • Timothee Chamoin, Prix de Stage d'Option, Mathematiques Appliquees, Ecole Polytechnique, France, 2010
  • Sebastien Blandin, Eisenhower Fellow, US Department of Transportation, 2010
  • Christian Claudel, Leon O Chua Award, UC Berkeley, 2010
  • Carlos Oroza, NSF IGERT Fellow, CiBER-IGERT PROGRAM, National Science Foundation, 2010
  • Dan Work, Rodney E. Slater Award, ENO Transportation Foundation, 2010
  • Dan Work, outstanding GSI award, GSI for CE191 (F09), UC Berkeley 2010
  • Dan Work, ENO Fellow, ENO Transportation Foundation, 2010
  • Andrew Tinka, NASA Top 10 Innovators on water (Launch 2010), NASA, 2010
  • Dan Work, Student of the Year Award, UC Transportation Center, 2009
  • Dan Work, Eisenower Fellow, US Department of Transportation, 2008
  • Timmy Siauw, Berkeley Teaching Effectiveness Award, UC Berkeley, 2008
  • Claire Saint-Pierre, Outstanding GSI Award, Head GSI for E7 (S08), UC Berkeley, 2008
  • Timmy Siauw, Outstanding GSI Award, GSI for E7 (S08), UC Berkeley, 2008
  • James Lew, Outstanding GSI Award, GSI for E7 (S08), UC Berkeley, 2008
  • James Lew, Oustanding GSI Award, GSI for E7 (S08), UC Berkeley, 2008
  • Andrew Tinka, Clean Technology Innovation Prize, Berkeley Center for Entrepreneurship & Technology, 2008
  • Andrew Tinka, NSERC Fellow, Canada, 2007
  • Andrew Tinka, Outstanding GSI Award, CE191 (F07), UC Berkeley, 2007
  • Charles Antoine Robelin, Oustanding GSI Award (F06), CE191, UC Berkeley, 2006
  • M.Eng., University of California, Berkeley, Electrical Engineering and Computer Science, 2019
  • B.S.,  UC Berkeley, Civil Engineering, 2017
  • B.S., Penn State University, Information Sciences and Technology, 2015
  • Ph.D., UC Berkeley, Civil and Environmental Engineering, Systems Engineering
  • M.S., The University of Edinburgh, Sustainable Energy Systems, 2014
  • B.Eng., The University of Edinburgh, Electrical and Mechanical Engineering, 2013
  • M.Eng., UC Berkeley, Electrical Engineering and Computer Sciences, 2022
  • B.Eng., University of Electronic Science and Technology of China, 2020