Dr.
France Rose

France Rose is a computational biologist and Emmy Noether Fellow at the University of Bonn, where she leads a research group at the intersection of machine learning and neuroscience.

After beginning her career in computational pathology and microscopy image analysis, she shifted her attention to the challenge of modeling biological processes over time. She developed DISK, a self-supervised learning framework that reconstructs and refines animal movement trajectories from incomplete recordings across species and experimental settings.

Today, her team investigates how representation learning can uncover meaningful structure in complex behavioral and neural datasets. By building interpretable and transferable AI models, they aim to advance quantitative behavior analysis in neuroscience and support future clinical applications, from early disease detection to personalized monitoring of neurological and psychiatric disorders.