Applied Mathematics and Machine Learning
Research Group

News

2025 19. December
Erion Morina was awarded the Doctoral School Award 2025 by the "Doctoral School Mathematics and Scientific Computing in Graz" for the paper "On uniqueness in structured model learning". Congratulations!
Paper Award Picture < >
17. December Erion Morina and Martin Holler uploaded their preprint on "Physically consistent model learning for reaction-diffusion systems" to arXiv.
17. December
Martin Holler and Richard Huber attended the Finnish Inverse Days 2025 in Helsinki, presenting their work on "Exact Parameter Identification in PET Pharmacokinetic Modeling" and "The L2-Optimal Discretization of Tomographic Projection Operators".
hollerm and huberr at the Finnish Inverse Days 2025 < >
08. December Richard Huber published his article "Convergence of ray- and pixel-driven discretization frameworks in the strong operator topology" in the journal Inverse Problems and Imaging.
25. November Martin Holler gave a talk at the ÖAW Workshop ÖAW Workshop on Machine-Learning Assisted Image Reconstruction in Vienna.
20. November The Technology Impact Summit was happening in Graz, with many great talks on artificial intelligence and implications for industry and society.
17. November This week, Sascha Beutler from the Univeristy of Münster was visiting the workgroup, giving a talk and collaborating with Matthias Höfler, Hendrik Kleikamp and Martin Holler on motion estimation and correction in dynamic imaging.
14. November Richard Huber gave a talk at the Interdisciplinary Research Seminar "Mathematics meets Magnetic Resonance Imaging" organized by our Special Research Area (SFB).
29. October Matthias Höfler, Štěpán Zapadlo and Erion Morina participated in the COLIBRI PhD retreat near Mariazell.
29. October Richard Huber participated in the PICOF Conference in Hammamet in Tunisia presenting his research in the minisymposium on structured inverse source problems.
21. October Our Workgroup participated in an IDea_Lab-internal research workshop together with the groups of Jana Lasser and Markus Kneer.
18. October
The workgroup went for a trip to the Buschenschank Kieslinger in Kogelberg.
Group picture at the Buschenschank < >
17. October Martin Holler gave his inaugural lecture on "From Prior Knowledge to Posterior Insight: Probabilistic Models in Machine Learning" as part of the AI Innovation Day. Congratulations!
08. October Richard Huber submitted the article "Determination of Range Conditions for General Projection Pair Operators" to Inverse Problems, see the preprint on https://arxiv.org/abs/2510.07480.
03. October
Erion Morina, Hendrik Kleikamp, Matthias Höfler, Štěpán Zapadlo and Richard Huber participated in the EUCCO and AAIP conferences in Klagenfurt to present their research.
Group picture at EUCCO 2025 < >
24. September Several members of the workgroup attended the status seminar of the SFB "Mathematics of Reconstruction in Dynamical and Active Models" in Leibnitz.
01. September Martin Holler, Erion Morina and Richard Huber participated in the ENUMATH conference in Heidelberg, presenting their research and organizing the mini symposium "MS03 Learning PDE-Based Models from Data".
15. July The workgroup participated in a workshop on "Remote Development using Docker and PyCharm" by Shabab Bazrafkan.
09. July
The workgroup had a group retreat in Donnersbachwald to get to know each other and to discuss several organizational issues.
Group picture rafting tour < >
Group picture hiking < >
04. July Some members of our group took part in a meeting of the SFB "Mathematics of Reconstruction in Dynamical and Active Models" and a tour in the MRI Lab @ TU Graz.