Physics Motivated Deep Learning: Deep learning to solve inverse problems in pysics.
Medical Image Analysis: Analysis of 4D flow MRI.
Generative Modelling: Adversarial learning to model physical processes.
Baysian Deep learning: Uncertainty quantification in deep learning.
Student Projects
We are inviting applications for several exciting research opportunities for Master students with our group. Please also feel free to reach out if you are interested in a Bachelor thesis, research project, etc. The projects are intended for students in Informatics, Electrical Engineering, or related fields. Currently, active projects include but not limited to: