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Dive into the research topics where Zhichen Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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End-to-End Learning of User Equilibrium: Expressivity, Generalization, and Optimization
Liu, Z. & Yin, Y., Jul 2025, In: Transportation Science. 59, 4, p. 853-882 30 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
End-to-end learning of user equilibrium with implicit neural networks
Liu, Z., Yin, Y., Bai, F. & Grimm, D. K., May 2023, In: Transportation Research Part C: Emerging Technologies. 150, 104085.Research output: Contribution to journal › Article › peer-review
34 Scopus citations -
Dynamic Origin-Destination Flow Prediction Using Spatial-Temporal Graph Convolution Network With Mobile Phone Data
Liu, Z., Liu, Z. & Fu, X., 2022, In: IEEE Intelligent Transportation Systems Magazine. 14, 5, p. 147-161 15 p.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
Regulatory policies to electrify ridesourcing systems
Liu, Z., Chen, Z., Yin, Y. & Xu, Z., Aug 2022, In: Transportation Research Part C: Emerging Technologies. 141, 103743.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
Estimating Sectional Volume of Travelers Based on Mobile Phone Data
Liu, Z., Fu, X., Liu, Y., Tong, W. & Liu, Z., Oct 1 2020, In: Journal of Transportation Engineering Part A: Systems. 146, 10, 04020110.Research output: Contribution to journal › Article › peer-review
7 Scopus citations