Xiaowei Chen

Xiaowei Chen

she/her

Ph.D., Civil Engineering, Purdue University

Peer-Reviewed Journal Publications

  1. Chen, X., Lei, Z., And Ukkusuri, S. V. Modeling the Influence of Charging Cost in Electric Ride-hailing Vehicles. Transportation Research Part C: Emerging Technologies, Vol. 160, p.104514 (2024).
  2. Lei, Z., Xue, J., Chen, X., Qian, X., Saumya, C., He, M., Sobolevsky, S., Kulkarni, M. and Ukkusuri, S.V. METS-R SIM: A simulator for multimodal Energy-optimal Trip Scheduling in Real-time with shared autonomous electric vehicles. Simulation Modelling Practice and Theory, p.102898 (2024).
  3. Verma, R., Mittal, S., Lei, Z., Chen, X., and Ukkusuri, S. V. Comparison of home detection algorithms using smartphone GPS data. EPJ Data Science, 13(1), p.6. (2024).
  4. Chen, X., Qian, X., Lei, Z., Jue, X. And Ukkusuri, S. V. Online eco-routing for electric vehicles using combinatorial multi-armed bandit with estimated covariance. Transportation Research Part D: Transport and Environment, Vol. 111, 103447 (September 2022).
  5. He, M., Muaz, U., Jiang, H., Lei, Z., Chen, X., Ukkusuri, S. V., and Sobolevsky, S. Ridership prediction and anomaly detection in transportation hubs: an application to New York City. The European Physical Journal Special Topics, 1-17 (2022).
  6. Chen, X., Zheng, H., Wang, Z. and Chen, X. Exploring impacts of on-demand ridesplitting on mobility via real-world ridesourcing data and questionnaires. Transportation, 48(4), pp.1541-1561 (2021).
  7. Chen, X.M., Chen, X., Zheng, H. and Xiao, F. Efficient dispatching for on-demand ride services: Systematic optimization via Monte-Carlo tree search. Transportation Research Part C: Emerging Technologies, Vol. 127, p.103156 (2021).
  8. Wang, Z., Chen, X. and Chen, X.M. Ridesplitting is shaping young people’s travel behavior: Evidence from comparative survey via ride-sourcing platform. Transportation research part D: transport and environment, Vol. 75, pp.57-71 (2019).
  9. Zheng, H., Chen, X. and Chen, X.M. How does on-demand ridesplitting influence vehicle use and purchase willingness? A case study in Hangzhou, China. IEEE Intelligent Transportation Systems Magazine, 11(3), pp.143-157 (2019).
  10. Chen, X.M., Chen, X., Zheng, H. and Chen, C. Understanding network travel time reliability with on-demand ride service data. Frontiers of Engineering Management, 11(3), 4(4), pp.388-398 (2017).

Peer-Reviewed Conference/Workshop Papers

  1. Chen, X., Hamim, O. F., Moras, B.C.K., Gkritza, K., and Ukkusuri, S. V. Estimation of Electric Vehicle Adoption Rates Using Sequential Generative Adversarial Networks. Proceedings by the IEEE International Conference on Intelligent Transportation Systems (ITSC 2024).
  2. Chen, X., Hamim, O. F. And Ukkusuri, S. V. Detecting Electric Vehicle Trips via Cellular Data. Accepted for presentation at the Transportation Research Board Conference (2024).
  3. Chen, X., Lei, Z. And Ukkusuri, S. V. Prediction of Road-level Energy Consumption of Battery Electric Vehicles. Proceedings by the IEEE International Conference on Intelligent Transportation Systems (ITSC 2022).
  4. Lei, Z., Xue, J., Chen, X., Saumya, C., Qian, X., He, M., Sobolevsky, S. and Ukkusuri, S.V. ADDS-EVS: An agent-based deployment decision-support system for electric vehicle services. Proceedings by the IEEE International Conference on Intelligent Transportation Systems (ITSC 2021).
  5. Chen, X., Xue, J., Qian, X., Suarez, J. and Ukkusuri, S.V. Online energy-optimal routing for electric vehicles with combinatorial multi-arm semi-bandit. Proceedings of the IEEE International Conference on Intelligent Transportation Systems (ITSC 2020), pp. 1-6 (Rhodes, Greece, September 2020).
  6. Lei, Z., Qian, X., Chen, X. and Ukkusuri, S.V. Real-time Ridesharing for Transportation Hubs with Demand and Supply Uncertainty. Accepted for presentation at Transportation Research Board Conference (2020).
  7. Zheng, H., Chen, X. and Chen, X. How does on-demand ridesplitting influence vehicle use and ownership? A case study in Hangzhou, China. Accepted for presentation at Transportation Research Board Conference (2018).
  8. Chen, X., Zheng, H., Wang, Z. and Chen, X.M. Exploring On-Demand Ridesplitting Behavior and Impact on Mobility: a Case Study in Hangzhou, China. Accepted for presentation at Transportation Research Board Conference (2018).

Under Review Journal Publications

  1. Chen, X., Hamim, O. F., And Ukkusuri, S. V. Electric Vehicle Trips Detection and Synthesis via Cellular Data. Submitted to Expert Systems With Applications,(Second round review. 05/2024).
  2. Chen, X., Hamim, O. F., Moras, B.C.K., Gkritza, K., and Ukkusuri, S. V. Future Electric Vehicle Usage Forecasting Using Sequential Generative Adversarial Networks. Under review in Transportation Research Part D: Transport and Environment, (07/2024).
  3. Chen, X., Wang, Z., Lei, T., and Ukkusuri, S. V. Advanced Charging Strategies for EVs: Integrating Power-Sharing at Public Stations. Under review in IEEE Transactions on Intelligent Transportation Systems, (07/2024)
You can also find my articles on my Google Scholar profile.