I am the Head of Research Group for Uncertainty Quantification and FWF Elise Richter Fellow at the Institute of Analysis and Scientific Computing at TU Wien, and currently the PI of the FWF Elise Richter Project V1000. I am also a member of the Vienna Center for PDEs and of the Society for Industrial and Applied Mathematics (SIAM), öffnet eine externe URL in einem neuen Fenster. My research focuses on developing mathematical and computational methods of uncertainty quantification (UQ) and statistical inverse problems for complex systems in computational science and engineering. To this end, I leverage theory and methods from mathematics and statistics including numerical methods for PDEs, probability and statistics, inverse problems, and optimization.

• Numerical Methods for Uncertainty Quantification (UQ)
• PDE-based Bayesian Inverse Problems
• Optimal Experimental Design
• Multilevel Monte-Carlo Methods
• UQ in Computational Science and Engineering
• Applications in nanoelectronics, tomographic imaging, biology and medicine