Ethan Zhang

I am a final-year Ph.D. student of Next Generation Transportation Systems program at the University of Michigan-Ann Arbor, with M.S. in Computer Science and Engineering. My research fields include Machine Learning & AI, Connected and Autonomous Vehicles, and High Performance Computing.

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May. 2022 Our paper “Predicting Risky Driving in a Connected Vehicle Environment” is published and available on IEEE Transactions on Intelligent Transportation Systems. The work proposes an unsupervised learning-based approach to predict real-time driving risk probabilities under connected vehicle environment. The work was tested in Ann Arbor, MI and is under deployment in Dublin, OH. It is a collaborated work with DENSO International America, Inc.