Dr. Herta Fitzer

Biography

Herta Fitzer is affiliated with the Institute of Applied Mathematics and the Interdisciplinary Center for Scientific Computing at the University of Heidelberg, where she specializes in numerical analysis and uncertainty quantification. Her research is focused on developing innovative numerical methods that efficiently quantify uncertainties and apply these techniques to data-driven, large-scale problems typically modeled in the form of differential equations. She emphasizes the importance of rigorous mathematical foundations and strives to balance efficiency with realistic modeling of problems. Her work encompasses a wide range of applications including groundwater flow, nuclear physics, and the manufacturing of carbon fiber composites. Fitzer's research also covers inverse problems and Bayesian inference, aiming to provide insights into hidden parameters based on observed states of physical systems and resolving inherent ill-posedness through efficient numerical techniques. Furthermore, she explores multiscale methods and their application to engineered materials, particularly carbon fiber composites and biological materials. Herta Fitzer is a key contributor to the field of scientific computing, highlighting the role of numerical simulation in science and technology, and is committed to continued research in developing robust numerical methods in an evolving computational landscape.

Research Interests

Experience