Research Article

A Car-Following Model considering the Effect of Following Vehicles under the Framework of Physics-Informed Deep Learning

Table 1

The review of the data-driven model.

MethodInputsOutputsStudy

Neutral networkKehtarnavaz et al. [17]
Ma [18]
Panwai et al. [19]

SVMWei et al. [20]; Zhang et al. [21]
RNNZhou et al. [6]
LSTMA time series of Wang et al. [22]; Gu et.al. [23]; Lin et.al. [24]
Huang et al. [25]
A time series of A time series of Ma et al. [26]

DRLZhu et al. [27]
GAILKuefler et al. [28]