I am Professor of Mathematics of Machine Learning at the University of Würzburg, working in applied analysis and numerics, with a particular focus on data science and machine learning. In my research I investigate PDEs and variational models (on graphs), adversarial robustness of machine learning, variational regularization, and nonlinear optimization.
I am guest editor for the European Journal of Applied Mathematics, associate editor for Advances in Continuous and Discrete Models: Theory and Applications, and member of the program committee at SSVM 2025.
I am an ELLIS member.
Coorganizer of the conference: "MIA'25" at IHP in Paris (January13-15, 2025)
Coorganizer of workshop: "Synergies of Machine Learning and Numerics" in Osaka (March 11-13, 2025)
Coorganizer of BIRS workshop: "Mathematical Analysis of Adversarial Machine Learning" in Oaxaca (August 17-22, 2025)
Invited speaker: "NetMathFlows" in Bedlewo (September 7-13, 2025)
Invited speaker: "GIP Annual Meeting" in Saarbrücken (October 8-10, 2025)