Publications

2021

  1. Liu, Y., Hansen, M., Ball, M., Lovell, D. (2021), Causal Analysis of En Route Flight Inefficiency. Transportation Research Part B: Methodological, 151, pp.91-115.

  2. Dai, L, Liu, Y., Hansen, M. (2021), Modeling go-around occurrence using principal component logistic regression. Transportation Research Part C: Emerging Technologies, 129: 103262.

2020

  1. Mao, C, Liu, Y., Shen, Z. (2020), Dispatch of Autonomous Vehicles for Taxi Services: A Deep Reinforcement Learning Approach. Transportation Research Part C, 115, 102626.

  2. Ball, M.O., Estes, A., Hansen, M., Liu, Y. (2020), Quantity-Contingent Auctions and Allocation of Airport Slots. Transportation Science, 54 (4), 858-881.

  3. Lin, X., He, F., Li, M., Liu, Y. (2020), On the Existence of System-Optimum–Inducing Tolling Functions for Transportation Networks. Transportation Science, 54 (6), 1535-1554

2019

  1. Liu, Y., Liu, Y., Hansen, M., Pozdnukhov, A., Zhang, D. (2019), Using Machine Learning to Analyze Air Traffic Management Actions: Ground Delay Program Case Study. Transportation Research Part E, 131, pp.80-95

  2. Liu, Y., Yin, M., Hansen, M. (2019), Economic Costs of Air Cargo Flight Delays Related to Late Package Deliveries. Transportation Research Part E, 125, 388-401

  3. Dai, L., Liu, Y., Hansen, M. (2019), Modelling Go-Around Occurrence. 13th USA/ Europe Air Traffic Management Research and Development Seminar, Vienna, Austria, 2019.

  4. Liu, Y., Hansen, M. (2019). An Econometric Model of Flight En Route Inefficiency. 98th Transportation Research Board Annual Meeting, Washington D.C., USA, 2019.

2018

  1. Liu, Y., Hansen, M., Predicting Aircraft Trajectories: A Deep Generative Convolutional Recurrent Neural Networks Approach. Available at https://arxiv.org/abs/1812.11670.

  2. Liu, Y., Hansen, M., Lovell, D.J., Ball, M.O. (2018), Predicting Aircraft Trajectory Choice – A Nominal Route Approach. 8th International Conference for Research in Air Transportation, Barcelona, Spain, 2018.

  3. Dai, L., Liu, Y., Hansen, M. (2018), In Search of the Upper Limit to Air Traffic Control Communication. 8th International Conference for Research in Air Transportation, Barcelona, Spain, 2018.

2017 and Before

  1. Liu, Y., Hansen, M., Lovell, D. J., Chuang, C., Ball, M. O., Gulding, J. M. (2017), Causal Analysis of En Route Flight Inefficiency–the US Experience. 12th USA/ Europe Air Traffic Management Research and Development Seminar, Seattle, WA, USA, 2017.

  2. Liu, Y., Hansen, M., Zhang, D., Liu, Y., Pozdnukhov, A. (2017), Modeling Ground Delay Program Incidence using Convective and Local Weather Information. 12th USA/ Europe Air Traffic Management Research and Development Seminar, Seattle, WA, USA, 2017.

  3. Hansen, M., Liu, Y., Chuang, C., Lovell, D., Ball, M. O. (2017). En Route Performance in the National Airspace System. 96th Transportation Research Board Annual Meeting, Washington D.C., USA, 2017.

  4. Liu, Y., Yin, M., Hansen, M. (2016), Estimating Costs of Flight Delay to Air Cargo Carriers. 7th International Conference for Research in Air Transportation, Philadelphia, PA, USA, 2016.

  5. Yin, M., Liu, Y., Hansen, M. (2015). Evaluating Impact of Flight Delay on Cargo and Overnight Package Delivery Firms. 94th Transportation Research Board Annual Meeting, Washington D.C., USA, 2015.