default author photo

Lili Du

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

SCHOLARLY PAPERS

11

DOWNLOADS

735

TOTAL CITATIONS

3

Scholarly Papers (11)

1.

Discover Physically Analyzable Governing Nonlinearities of Traffic Network Flow Dynamics

Number of pages: 26 Posted: 15 Mar 2024
Texas A&M University, Texas A&M University, University of Florida and Texas A&M University
Downloads 98 (709,832)

Abstract:

Loading...

Traffic Flow Dynamics, Macroscopic Traffic Network Model, Physically Analyzable AI, Deep Learning, Time-Delay Embedding, Sparse Identification of Nonlinear Dynamics (SINDy)

Information Dissemination Dynamics Through Vehicle-to-Vehicle Communication Built Upon Traffic Flow Dynamics Over Roadway Networks

Number of pages: 36 Posted: 01 Nov 2022
University of Florida, University of Hawaii at Manoa and University of Florida
Downloads 52 (1,060,784)

Abstract:

Loading...

V2V, DSRC, Information Propagation, IFNM-CTM, Roadway Networks

Information Dissemination Dynamics Through Vehicle-to-Vehicle Communication Built Upon Traffic Flow Dynamics Over Roadway Networks

Number of pages: 33 Posted: 07 Apr 2022
Ala Alobeidyeen and Lili Du
University of Florida and University of Florida
Downloads 43 (1,170,161)

Abstract:

Loading...

V2V, DSRC, Information Propagation, IFNM-CTM, Roadway Networks

3.

Electric Vehicle Routing and Solution for Providing Charging On-the-Move Service

Number of pages: 43 Posted: 21 Mar 2022
Jiahua Qiu and Lili Du
University of Florida and University of Florida
Downloads 85 (777,583)

Abstract:

Loading...

electric vehicles, battery-to-battery charging, vehicle-to-vehicle charging on the move, vehicle routing problem, clustering

4.

Exploiting Textual Events for Time-Series Traffic Prediction with Observation Gap: a Data Fusion Approach

Number of pages: 28 Posted: 01 Nov 2025
Zepu Wang, Lili Du and Xuegang Ban
University of Washington, University of Florida and University of Washington
Downloads 79 (823,616)

Abstract:

Loading...

Spatio-temporal traffic forecasting, time-series modeling, observation gaps, data fusion, traffic textual information

5.
Downloads 79 (809,932)

Abstract:

Loading...

Connected and autonomous vehicle, platoon-centered control, eco-driving strategy, model predictive control, hybrid MPC system, distributed optimization.

6.

Online Coordinated Carpooling Routing Mechanism Built Upon Cost-Sharing Game and Coalition Formation

Number of pages: 16 Posted: 13 Jan 2022
Wang Peng and Lili Du
University of Florida and University of Florida
Downloads 58 (989,921)

Abstract:

Loading...

coordinated carpooling route choice mechanism, cost-sharing game, carpooling potential, coalition

7.
Downloads 53 (1,052,702)

Abstract:

Loading...

Congestion mitigation, Congestion game, Equilibrium routing mechanism, Distributed algorithm, Robust and resilient algorithm, EV charging

8.

Swencoder: A Succinct Shockwave Diagram Encoding and Interpretable Deep Learning Model Design to Enhance Learning Efficiency and Assurance

Number of pages: 31 Posted: 26 Feb 2025
Chenlu Pu and Lili Du
University of Florida and University of Florida
Downloads 51 (1,109,210)

Abstract:

Loading...

Shockwave diagram, Data encoding, Interpretability, AI assurance, Data quality

9.

Cooperative Trajectory Control for Synchronizing the Movement of Two Connected and Autonomous Vehicles Separated in a Mixed Traffic Flow

Number of pages: 41 Posted: 27 Jun 2022
Lili Du and Jiahua Qiu
University of Florida and University of Florida
Downloads 49 (1,074,648)
Citation 2

Abstract:

Loading...

connected and autonomous vehicles, vehicle synchronization, model predictive control, mixed-integer nonlinear programming

10.

Optimal Joint Vehicle Routing, Battery Redistributing and Recharging Schemes for Mobile Battery Swapping Services

Number of pages: 32 Posted: 16 Dec 2024
University of Florida, University of Florida, University of Florida and National Renewable Energy Laboratory
Downloads 48 (1,097,529)
Citation 1

Abstract:

Loading...

elective vehicle, mobile battery swapping service, vehicle routing problem, power grid stabilization, deep reinforcement learning

11.
Downloads 40 (1,183,237)

Abstract:

Loading...

Congestion mitigation, Equilibrium routing mechanism, Distributed algorithm, Robust and resilient algorithm, Online traffic routing, EV charging