2 papers
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…
cs.LG2023
Neural Operators for Boundary Stabilization of Stop-and-go Traffic
Yihuai Zhang, Ruiguo Zhong, Huan Yu
This paper introduces a novel approach to PDE boundary control design using neural operators to alleviate stop-and-go instabilities in congested traffic flow. Our framework leverag…