About me

I am (almost) a postdoc at the Institute for Machine Learning at JKU Linz with Sepp Hochreiter and Johannes Brandstetter, where I am working with AI for geometry and simulation.

My PhD was on Neural Representations in Geometry and it is to be awarded in mathematics by the University of Oslo. I was hosted by the Geometry group at SINTEF as a fellow of GRAPES — a Marie Sklodowska-Curie ITN on Learning, processing and optimising shapes.

I received my BSc and MSc in mechanical engineering from RWTH Aachen specializing in simulation technology. In both theses, I applied ML to engineering tasks where geometry was a key consideration. This inspired my current research interests which has grown to include

• machine learning for science and engineering,
• geometry in machine learning,
• ReLU neural networks,
• neural fields.