Dr. Barbara Frommann

Biography

Barbara Frommann leads the Hasenauer Group at the University of Bonn, specializing in the integration of mathematical modeling and data-driven approaches to understand complex biological processes. Her research encompasses diverse topics including statistical inference, dynamical systems, multi-scale models, metabolic modeling, and scientific machine learning. The group's significant endeavor is to provide insights into biological mechanisms and predict outcomes through advanced statistical and machine learning methods. They focus on uncovering patterns within complex biomedical data, employing a variety of computational techniques, such as ordinary differential equations and agent-based models, to simulate infectious disease dynamics and assess intervention strategies. Frommann and her team contribute to the field by developing and offering open-source tools and packages that facilitate the exploration and analysis of biomedical data. Her holistic approach towards understanding metabolic responses and interdependence in biological systems aims to enhance scientific knowledge and improve health outcomes.

Research Interests