Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach

17 July 2020

Papers citing "Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach"

3 / 3 papers shown

Title
Potential failures of physics-informed machine learning in traffic flow modeling: theoretical and experimental analysis Yuan-Zheng Lei Yaobang Gong Dianwei Chen Yao Cheng Xianfeng Terry Yang AI4CE 24 1 0 16 May 2025
A Physics-Informed Deep Learning Paradigm for Car-Following Models Zhaobin Mo Xuan Di Rongye Shi PINN AI4CE 30 132 0 24 Dec 2020
Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications Yun Yuan X. Yang Zhao Zhang Shandian Zhe AI4CE 39 96 0 06 Feb 2020