Jiawei Lu

A meso-to-macro cross-resolution performance approach for connecting polynomial arrival queue model to volume-delay function with inflow demand-to-capacity ratio

Xuesong Zhou, Qixiu Cheng, Xin Wu et al. · Multimodal Transportation · 2022 · 63 citations · Full text

Business, Transportation Planning, Queuing Theory +16

Physics-informed neural networks for integrated traffic state and queue profile estimation: A differentiable programming approach on layered computational graphs

Jiawei Lu, Chongnan Li, Xin Wu et al. · Transportation Research Part C Emerging Technologies · 2023 · 56 citations

Business, Computational Engineering, Physics +17

Learn, Assign, and Search: Real-Time Estimation of Dynamic Origin-Destination Flows Using Machine Learning Algorithms

Jishun Ou, Jiawei Lu, Jingxin Xia et al. · IEEE Access · 2019 · 43 citations · Full text

Computing, Computer Science, Machine Learning +15

Virtual track networks: A hierarchical modeling framework and open-source tools for simplified and efficient connected and automated mobility (CAM) system design based on general modeling network specification (GMNS)

Jiawei Lu, Xuesong Zhou · Transportation Research Part C Emerging Technologies · 2023 · 30 citations

Computing, Computer Systems, Systems Engineering +9

Rich arc routing problem in city logistics: Models and solution algorithms using a fluid queue-based time-dependent travel time representation

Jiawei Lu, Qinghui Nie, Monirehalsadat Mahmoudi et al. · Transportation Research Part B Methodological · 2022 · 24 citations

Management, Operations Management, Urban Planning +14