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Christoph Brune is a Full Professor in the Department of Applied Mathematics at the University of Twente. He leads the Mathematics Imaging & AI group, focusing on the interplay between nonlinear analysis and deep learning in relation to inverse problems and mathematical imaging. His major research interests include the development, analysis, and application of geometric deep learning methods for solving partial differential equations and inverse problems. Brune extensively researches topics such as deep learning regularization theory, dynamical systems theory, functional analysis, and representation theory. His expertise encompasses computer science models, reinforcement learning, algorithms, and neural networks. He also explores impactful applications in medical imaging, data science, and AI in health, alongside developing digital twins for the AI industry.
Includes specializations in Financial Engineering & Management, Healthcare Technology & Management, and Production & Logistics Management.