Bayesian Dynamical System Identification

Scope

This repository contains the Matlab code Bayesian Dynamical System Identification (BDSI) used to produce the results in

"Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference"
by
Robert K. Niven, Laurent Cordier, Ali Mohammad-Djafari, Markus Abel, and Markus Quade

Klick here for the arXiv submission

Some Results for the curious

Structure and Versioning

There are three folders, one contains the integration routines for the dynamical systems used in the publication, the other, utils, contains the procedures used to produce the graphics of the publication, the third folder noise_models.

The version of the code is found by the usual git tag command.
The version used to reproduce the publication results is 9.3

License

For usage of the code beyond the licens, please contact Robert K. Niven.