Xuan Di

A survey on autonomous vehicle control in the era of mixed-autonomy: From physics-based to AI-guided driving policy learning

Xuan Di, Rongye Shi · Transportation Research Part C Emerging Technologies · 2021 · 214 citations

Artificial Intelligence, Engineering, Autonomous Vehicles +10

A physics-informed deep learning paradigm for car-following models

Zhaobin Mo, Rongye Shi, Xuan Di · Transportation Research Part C Emerging Technologies · 2021 · 168 citations · Full text

Engineering, Machine Learning, Data Science +6

Boundedly rational user equilibria (BRUE): Mathematical formulation and solution sets

Xuan Di, Henry X. Liu, Jong‐Shi Pang et al. · Transportation Research Part B Methodological · 2013 · 92 citations

Mathematical Programming, Dynamic Equilibrium, Price Of Anarchy +8

Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

Rongye Shi, Zhaobin Mo, Xuan Di · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 90 citations · Full text

Traffic Variables, Highway Tse, Intelligent Traffic Management +14

A link-node reformulation of ridesharing user equilibrium with network design

Xuan Di, Rui Ma, Henry X. Liu et al. · Transportation Research Part B Methodological · 2018 · 82 citations · Full text

Route Choice, Network Science, Economics Of Network +9