论文标题

通过侵入方法概述交通模型中的不确定性量化

Overview on uncertainty quantification in traffic models via intrusive method

论文作者

Iacomini, Elisa

论文摘要

我们考虑在不同的观察范围内的交通流量模型。从显微镜,动力学和宏观尺度之间的众所周知的层次结构开始,我们将使用随机盖尔金方法通过模型来研究不确定性的传播。尺度之间的连接将在随机场景中显示,并将执行数值模拟。

We consider traffic flow models at different scales of observation. Starting from the well known hierarchy between microscopic, kinetic and macroscopic scales, we will investigate the propagation of uncertainties through the models using the stochastic Galerkin approach. Connections between the scales will be presented in the stochastic scenario and numerical simulations will be performed.

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