Elisabeth Roesch
I am a Ph.D. student in the Theoretical Systems Biology Group at the University of Melbourne. I focus my research on hybrid models, in which I combine mechanistic modelling techniques, e.g. differential equations, with machine learning approaches, e.g. neural ordinary differential equations. I am passionate about using hybrid models in molecular biology to enhance our understanding for cell fate decision making.
In 2017, I received a Bachelor of Science in bioinformatics from the Technical University of Munich and the Ludwig Maximilian University of Munich. In 2018, I graduated from Imperial College London with a Master of Science in bioinformatics and theoretical systems biology (distinction).
Publications
Parameter Inference in Dynamical Systems With Co-Dimension 1 Bifurcations ➟
Elisabeth Roesch and Michael P.H. Stumpf (2019). bioRxiv.