Junyi Ji
I-24 MOTIONer and Traffic Control Practitioner
Russell G.Hamilton Scholar
I am a second-year PhD student at Vanderbilt University in Dr. Daniel Work's group. I am now working on the I-24 MOTION project, a real-world testbed generating the world's largest traffic trajectory data. Smoothing traffic flow at scale is our vision and mission. Our testbed enables the testing of new eco-driving (vehicle side) and eco-friendly system control (infrastructure side) strategies on freeway traffic systems.
My research vision is to integrate AI and CPS technology with transportation to create a sustainable system in response to climate change. See Research page for more about my research.
Selected Publications
I-24 MOTION: An instrument for freeway traffic science
Derek Gloudemans, Yanbing Wang, Junyi Ji, Gergely Zachar, Will Barbour, Daniel B. Work.
Transportation Research Part C: Emerging Technologies, 2023, 155:104311.
The station-free sharing bike demand forecasting with a deep learning approach and large-scale datasets (ESI highly cited)
Chengcheng Xu, Junyi Ji, Pan Liu.
Transportation Research Part C: Emerging Technologies, 2018, 95:47-60.Â
Video explaining our Lab's vision, mission and showcasing our testbed