Tobias Weber

About me

I am a PhD student in the Methods of Machine Learning group led by Prof. Philipp Hennig at the University of Tübingen. My research focuses on incorporating uncertainty quantification into deep learning methods for solving partial differential equations, with a particular interest in probabilistic numerics and neural operators.

Selected publications

Linearization Turns Neural Operators into Function-Valued Gaussian Processes

Emilia Magnani, Marvin Pförtner, Tobias Weber, Philipp Hennig

arXiv preprint, 2025

View Paper