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I am currently a Research Assistant in the field of applied mathematics in the research group of Machine Learning and Uncertainty Quantification (Prof. Dr. Clemens Heitzinger) at the Institute of Analysis and Scientific Computing, TU Wien. My research focuses on uncertainty quantification, optimal Bayesian experimental design, inverse problems as well as reinforcement learning, with applications in computational science and engineering.
- Uncertainty Quantification and Bayesian Inversion
- Optimal Bayesian Experimental Design
- Reinfocement Learning
- Inverse Problems
- Stochastic PDEs
- Electrical-Impedance Tomography in Medical Imaging
- Nanosensors and Semiconductor Devices