About the working group
Within the areas we cover, our research is characterized by a close connection between the development and analysis of mathematical models in function space and concrete, interdisciplinary applications.
Our main directions of research are variational methods for dynamic and multi-channel inverse problems as well as generative models in machine learning. The contributions of our work are both of mathematical nature, comprising novel mathematical models in function space, and strongly application-driven, comprising the implementation and publication of parallelized algorithms and software tools for dealing with real-world data.
Examples of our practical contributions so far are mathematical models and corresponding algorithms for dynamic magnetic-resonance imaging, positron emission tomography, image- and video decompression and electron tomography.
Further information and all publications of our group can be found on the website of the head of our research group.
Head of group
Assoz. Prof. Mag. Dr.rer.nat. Martin Holler
+43 316 380 - 5156
Heinrichstraße 36, 3. Stock, Raum 429
Jederzeit bei Anwesenheit oder nach Vereinbarung
http://imsc.uni-graz.at/hollerm/