Overview

We push the research on water temperature modeling to the new era of deep learning.

Graph Based Approach

Compared to existing methods, our focus is on connecting and combining all water stations in Switzerland simultaneously:

switzerland

Goal

We want to explore the most recent methods on various water temperature related tasks like:

Progress

We have novel contributions and state-of-the-art results in air based water temperature modeling. Some are based on graphlets and can be used for imputing missing data or forecasting. Others require no prior structure at all. This makes them more flexible for broader applications.

Check out for more details under Publications.

Contribute

We make our work available for Bachelor and Master theses.

Research institutions are welcome to contact us in order to access the latest code and data.

Contact

Benjamin Fankhauser (benjamin.fankhauser@unibe.ch) - University of Bern