Human Performance Modelling

Mathematical models allow to track and predict athlete capabilities. We devise an optimized model to serve as a “digital twin” for cyclists.

Specifically, we investigate the so-called three component hydraulic model, which allows to optimize pacing strategies or to characterize athlete performance types during intermittent exercise.

Code On GitHub

All our work is available on GitHub. Next to the model, we also provide a library to compare to other existing works and to easily apply it to real athlete data.

Seminar Talk

This talk summarizes the project in detail. It covers most of my PhD trajectory.


A list of related publications. Please click the titles for more information.