Gaussian Process for fundamental diagram calibration

The code for the following paper:

• Cheng, Z., Wang, X., Chen, X., Trépanier, M., & Sun, L. (2022). Bayesian calibration of traffic flow fundamental diagrams using Gaussian processes. IEEE Open Journal of Intelligent Transportation Systems, 3, 763-771.

How to use

Run demo.ipynb. Data and more code are coming soon.