Dianwei Chen
Scholar

Dianwei Chen

Google Scholar ID: 0EVALfUAAAAJ
University of Maryland, College Park
Reinforcement LearningAutonomous VehicleTransportation
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Citations & Impact
All-time
Citations
20
 
H-index
3
 
i10-index
0
 
Publications
8
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
6 items
Reconstructing Physics-Informed Machine Learning for Traffic Flow Modeling: a Multi-Gradient Descent and Pareto Learning Approach
2025
Cited
0
Potential failures of physics-informed machine learning in traffic flow modeling: theoretical and experimental analysis
2025
Cited
0
Advanced Longitudinal Control and Collision Avoidance for High-Risk Edge Cases in Autonomous Driving
2025
Cited
0
Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security
2025
Cited
0
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2025
Cited
0
Deep Reinforcement Learning for Advanced Longitudinal Control and Collision Avoidance in High-Risk Driving Scenarios
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
8 total
Xianfeng Yang
Xianfeng Yang
University of Maryland
Yuchen Liu
Yuchen Liu
Assistant Professor in North Carolina State University
Zifan Zhang
Zifan Zhang
PhD student at NC State
Ekim Yurtsever
Ekim Yurtsever
The Ohio State University
Co-author 5
Co-author 5
Keith Redmill
Keith Redmill
Ohio State University
Yuan-Zheng Lei
Yuan-Zheng Lei
University of Maryland
Minghong Fang
Minghong Fang
University of Louisville