PhD Position DC5: Conditional Diffusion Models for Image Reconstruction and Analysis in Mathematics/Radiology University of Innsbruck in Austria

Full-time PhD opportunity in Mathematics at the University of Innsbruck, Austria. The MSCA project IGNIDTE DC5 seeks a doctoral researcher interested in the mathematics of diffusion models, inverse problems, generative models and machine learning. The research is suited to applicants with a Master's degree in mathematics, or in physics or computer science with a strong mathematical focus. Candidates should have solid training in analysis, linear algebra, probability theory or stochastics, progra...

The University of Innsbruck in Austria is recruiting a full-time PhD researcher for DC6 of the MSCA IGNIDTE project. The doctoral research focuses on inverse problems, mathematical modelling, machine learning, optimization, and the development, implementation, and evaluation of algorithms, with an interdisciplinary connection to clinical radiology. Applicants should hold a Master's degree or equivalent and have a strong mathematical background together with Python coding skills. Suitable profile...

The Medical University of Vienna is recruiting PhD researchers in Vienna, Austria, to develop artificial intelligence and machine learning methods for biomedical research. The opportunity focuses on 3D deep learning, graph neural networks, computer vision, image reconstruction, generalisation, physiological modelling, and the integration of complex biological data. Potential projects include AI-powered 3D whole-body metabolic imaging, machine learning algorithms for arthritis imaging, model-base...

This doctoral project, Joint Denoising and Material Decomposition in Photon Counting Computed Tomography , sits at the interface of mathematics, image reconstruction, and clinical radiology. The PhD is part of the IGNIDTE programme and is hosted by the University of Innsbruck in collaboration with the Medical University of Innsbruck . The project focuses on spectrally resolved CT using photon-counting detectors, an imaging technology with wide clinical relevance. The research aims to combine mat...

The University of Vienna’s Faculty of Computer Science is offering two PhD positions within the FWF project EXOSPHERE – Efficient, Expressive and Robust GNNs . The research focuses on graph neural networks (GNNs), with emphasis on developing methods that are efficient, expressive, and robust. The positions are hosted by the Theory and Applications of Algorithms area, providing a research setting centered on theoretical and applied algorithmic computer science. Successful doctoral researchers wil...