Talks

On the growth of the parameters of a class of approximating ReLU neural networks

AI Innovation Day ; Poster ; Graz, Austria ; 2025-10-17

Exact parameter identification in PET pharmacokinetic modeling

4th AAIP (Alps-Adriatic Inverse Problems Workshop)" ; Talk ; Klagenfurt, Austria ; 2025-02-10 ; https://conference3.aau.at/event/92/

On uniqueness in structured model learning

Focus Session on Inverse Problems at EUCCO 2025 (The European Conference on Computational Optimization) ; Talk ; Klagenfurt, Austria ; 2025-30-09 ; https://conference3.aau.at/event/122/

On uniqueness in structured model learning

Minisymposium (co-organized with Martin Holler and Kostas Papafitsoros) on Learning PDE-based models from data at ENUMATH 2025 (The European Conference on Numerical Mathematics and Advanced Applications) ; Talk ; Heidelberg, Germany ; 2025-03-09 ; https://enumath2025.eu/

On uniqueness in structured model learning

Section on Machine Learning and Data Science in Applied Mathematics and Mechanics at 95th Annual Meeting of GAMM (Gesellschaft für Angewandte Mathematik und Mechanik - International Association of Applied Mathematics and Mechanics) ; Talk ; Poznań, Poland ; 2025-04-08 ; https://jahrestagung.gamm.org/annual-meeting-2025/95th-annual-meeting-2/

Zusammenspiel von Physik und Mathematik in der Positronen Emissions Tomographie (PET)

Siegerehrung der 44. Physikolympiade Landeswettbewerb Steiermark ; Talk ; Graz, Austria ; 2025-02-26

On uniqueness in structured model learning

Doctoral Day Winter Term 2025 (Doctoral School Mathematics and Scientific Computing Graz) ; Seminar Talk ; Graz, Austria ; 2025-01-24

On the growth of the parameters of approximating ReLU neural networks

Workshop on Machine Learning in Infinite Dimensions ; Poster ; Bath, United Kingdom ; 2024-08-05 ; https://sites.google.com/view/machine-learning-workshop-bath/home

On the growth of parameters of approximating neural networks

COMinDS Workshop (Computational and Mathematical Methods in Data Science) ; Poster ; Delft, Netherlands ; 2024-04-25 ; https://searhein.github.io/gamm-cominds-2024/

Exact Parameter Identification for PET Pharmacokinetic Modeling Using the Irreversible Two-Tissue Compartment Model

Section on Inverse Problems at EUCCO (European Conference on Computational Optimization) ; Talk ; Heidelberg, Germany ; 2023-09-26 ; https://scoop.iwr.uni-heidelberg.de/events/2023_eucco/

Exact Parameter Identification for PET Pharmacokinetic Modeling Using the Irreversible Two-Tissue Compartment Model

Section on Inverse Problems in Imaging at ÖMG Tagung (Meeting of the Austrian Mathematical Society) ; Talk ; Graz, Austria ; 2023-09-21 ; https://imsc.uni-graz.at/oemg-tagung-2023/index.html%3Fp=322.html

Exact Parameter Identification for PET Pharmacokinetic Modeling Using the Irreversible Two-Tissue Compartment Model

Contributed Talk at 11th AIP Conference (Applied Inverse Problems) ; Talk ; Göttingen, Germany ; 2023-09-08 ; https://aip2023.de/

The Lojasiewicz-Simon inequality and applications to Reaction-Diffusion equations

Applied Analysis, Complex Systems and Dynamics Seminar at University of Graz ; Seminar Talk ; Graz, Austria ; 2021-11-30 ; https://sites.google.com/view/appliedanalysisgraz/home