Department of Mathematics and
Scientific Computing
University of Graz
Heinrichstraße 36
A-8010 Graz
Austria

Fon:	+43 316 380 5170
Email:
Office:	Heinrichstraße 36/IV Room 515

My research interests include:

• Mathematical image processing
  • Variational methods
  • Higher-order regularization
  • Measure-based functionals
    (Total (Generalized) Variation, Radon norm)
  • Modelling of image features
• Inverse Problems
  • Problems with sparsity constraints
  • Primal-dual solution methods
  • Nonlinear gradient descent algorithms
  • Numerical analysis in infinite-dimensional spaces
• Optimal control problems with partial differential equations
  • Degenerate parabolic equations
  • Identification of diffusion coefficients
  • Optimal control of degeneracies

Ongoing projects

Next Generation Chemical Exchange Saturation Transfer MRI
Austrian Science Fund (FWF) and German Research Association (DFG) Project I 4870 EU H2020 / Marie Skłodowska-Curie Actions
Innovative Training Network ITN ETN TraDE-Opt
Training Data-Driven Experts in Optimization

Completed projects

International Research Training Group IGDK Munich — Graz
Optimization and Numerical Analysis for Partial Differential Equations with Nonsmooth Structures Solving bilinear inverse problems by tensorial lifting
Austrian Science Fund (FWF) Project P 28858 Regularization graphs for variational imaging
Austrian Science Fund (FWF) Project P 29192
Mathematical methods for motion-aware medical imaging
Austrian Science Fund (FWF) and Christian Doppler Research Society (CDG) Project PIR 27
Image-based Learning in Predictive Personalized Models of Total Heart Function
BioTechMed Graz Flagship Project “ILearnHeart”