A high-order hidden Markov model and its applications for dynamic car ownership analysis
Xiong et. al., (2018). "A high-order hidden Markov model and its applications for dynamic car ownership analysis." Transportation Science. 52 (6), 1365-1375.
Curriculum Vitae
🎓 Education
- Ph.D., Transportation Engineering, University of Maryland – College Park, 2015
- M.A., Economics, University of Maryland – College Park, 2013
- M.S., Civil Engineering, University of Maryland – College Park, 2011
- B.S., Civil Engineering, Tsinghua University, China, 2009
💼 Academic Appointments
Assistant Professor (2022 – Present)
Villanova University, Department of Civil and Environmental Engineering
- College of Engineering (CoE)
- Affiliated Faculty, Center for Human-Environmental Systems (CHES)
Assistant/Associate Research Professor (2017 – 2022)
University of Maryland – College Park / Baltimore
- Joint Appointment with University of Maryland – Baltimore
- Affiliate, Maryland Transportation Institute (MTI)
- Affiliate, Shock Trauma Anesthesiology Research (STAR) Center
Postdoctoral Research Associate (2015 – 2017)
University of Maryland – College Park
- National Transportation Center (NTC)
📚 Publications
An integrated and personalized traveler information and incentive scheme for energy efficient mobility systems
Xiong et al., (2010). "An integrated and personalized traveler information and incentive scheme for energy efficient mobility systems." Transportation Research Part C: Emerging Technologies. 113, 57-73.
Mobile device data reveal the dynamics in a positive relationship between human mobility and COVID-19 infections
Xiong, et. al., (2020). "Mobile device data reveal the dynamics in a positive relationship between human mobility and COVID-19 infections." Proceedings of National Academy of Sciences (PNAS). 117 (44) 27087-27089.
🧑🏫 Teaching
🤝 Service and Leadership
- Academic Editor, PLOS One
- Handling Editor, Transportation Research Record
- Chair of Steering Committee (2023-2024), NIH established DSI-Africa Consortium
- Affiliated Member, American Society of Civil Engineers (ASCE)
- Associate Member, ASCE Artificial Intelligence in Transportation Committee
- Expert panelist for NSF, NCHRP, and FHWA