Peter Nicholas Krämer
PhD Student Machine Learning // University of Tübingen
. Winter term 2021/2022. Taught by Philipp Hennig.
Time Series Analysis
. Winter term 2020/2021. Taught by Filip Tronarp.
Probabilistic Machine Learning
. Summer term 2020. Taught by Philipp Hennig. The lectures are available on youtube (
Machine Learning for and with Dynamical Systems
. Summer term 2021. Organised jointly with Nathanael Bosch and Philipp Hennig.
Probabilistic inference of spatio-temporal dynamics in state-space models
. MSc thesis by Jonathan Schmidt. Submitted December 2021.
Physics-Informed neural networks.
. Lab rotation by Joanna Sliwa. Submitted December 2021.
Benchmarking probabilistic ODE solvers
. MSc thesis by Nina Effenberger. Submitted May 2021.
Probabilistic Modeling Approaches for Data-Driven Dynamical Systems
. Research project by Jonathan Schmidt. Submitted November 2020. Resulted in