7 citations · 13 across the 11 of their papers we have counts for
4 papers · 1 filter
Operator Learning for Robust Stabilization of Linear Markov-Jumping Hyperbolic PDEs
Yihuai Zhang, Jean Auriol, Huan Yu
This paper addresses the problem of robust stabilization for linear hyperbolic Partial Differential Equations (PDEs) with Markov-jumping parameter uncertainty. We consider a 2 x 2…
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…
Neural Operators for Adaptive Control of Freeway Traffic
Kaijing Lv, Junmin Wang, Yihuai Zhang +1
Uncertainty and delayed reactions in human driving behavior lead to stop-and-go traffic congestion on freeways. The freeway traffic dynamics are governed by the Aw-Rascle-Zhang (AR…
Event-triggered Boundary Control of Mixed-autonomy Traffic
Yihuai Zhang, Huan Yu
Control problems of mixed-autonomy traffic systems that consist of both human-driven vehicles (HV) and autonomous vehicles (AV), have gained increasing attention. This paper focuse…