3 papers
eess.SY2025
Event-Triggered Regulation of Mixed-Autonomy Traffic Under Varying Traffic Conditions
Yihuai Zhang, Huan Yu
Modeling and congestion mitigation of mixed-autonomy traffic systems consisting of human-driven vehicles (HVs) and autonomous vehicles (AVs) have become increasingly critical with…
math.OC2025
Neural Operators for Adaptive Control of Traffic Flow Models
Kaijing Lyu, Junmin Wang, Yihuai Zhang +1
The uncertainty in human driving behaviors leads to stop-and-go instabilities in freeway traffic. The traffic dynamics are typically modeled by the Aw-Rascle-Zhang (ARZ) Partial Di…
eess.SY2024
Mitigating Stop-and-Go Traffic Congestion with Operator Learning
Yihuai Zhang, Ruiguo Zhong, Huan Yu
This paper presents a novel neural operator learning framework for designing boundary control to mitigate stop-and-go congestion on freeways. The freeway traffic dynamics are descr…