Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations

This is the code for reproducing the experiments from Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations.

The plots can be reproduced with the notebooks in notebooks and the data or alternatively by running the experiments which are found in scripts.

To run the experiments you need to install julia version 1.9.4. Then from within the repository run the julia REPL. The packages can be installed using ] activate . followed by instantiate.