Journal paper
- Zhengyi Wang, Daniel Delahaye, Jean-Loup Farges and Sameer Alam. Complexity Optimal Air Traffic Assignment for Multi-layer Transport Network in Urban Air Mobility Operations. Transportation Research Part C: Emerging Technologies, under review, 2022.
- Zhengyi Wang, Daniel Delahaye, Jean-Loup Farges and Sameer Alam. Air Traffic Assignment for Intensive Urban Air Mobility Operations. Journal of Aerospace Information Systems, 2021, 18(11): 860-875.
- Zhengyi Wang, Man Liang, and Daniel Delahaye. Automated data-driven prediction on aircraft estimated time of arrival. Journal of Air Transport Management, 88: 101840, 2020.
- Zhengyi Wang, Man Liang, and Daniel Delahaye. A hybrid machine learning model for short-term estimated time of arrival prediction in terminal manoeuvring area. Transportation Research Part C: Emerging Technologies, 95: 280–294, 2018.
- Wei Gao and Zhengyi Wang. Short-term airport traffic flow prediction based on LSTM recurrent neural network. Journal of Aeronautics, Astronautics and Aviation, 49(4): 299–307, 2017.
Conference paper
- Zhengyi Wang, Daniel Delahaye, Jean-Loup Farges and Sameer Alam. Route network design in low-altitude airspace for
future urban air mobility operations. In ICRAT 2022, 10th International Conference for Research in Air Transportation, 2022.
- Imen Dhief, Zhengyi Wang, Man Liang, Sameer Alam, Michael Schultz, and Daniel Delahaye. Predicting aircraft landing time in extended-TMA using machine learning methods. In ICRAT 2020, 9th International Conference for Research in Air Transportation, 2020.
- Zhengyi Wang, Man Liang, and Daniel Delahaye. Data-driven conflict detection enhancement in 3D airspace with machine learning. In AIDA-AT 2020, 1st conference on Artificial Intelligence and Data Analytics in Air Transportation, 2020.
- Zhengyi Wang, Man Liang, Daniel Delahaye, et al. Learning real trajectory data to enhance conflict detection accuracy in closest point of approach problem. In ATM 2019, Thirteenth USA/Europe Air Traffic Management Research and Development Seminar, 2019.
- Zhengyi Wang, Man Liang, and Daniel Delahaye. Automated data-driven prediction on aircraft estimated time of arrival. In SID 2018, 8th SESAR Innovation Days, 2018.
- Zhengyi Wang, Man Liang, and Daniel Delahaye. Short-term 4d trajectory prediction using machine learning methods. In SID 2017, 7th SESAR Innovation Days, 2017.
Poster
