Regular biography
Charlotte Bunne is a Tenure Track Assistant Professor at École Polytechnique Fédérale de Lausanne (EPFL), affiliated with the School of Computer and Communication Sciences (IC) and the School of Life Sciences (SV). She is part of the Swiss Institute for Experimental Cancer Research (ISREC) and the EPFL AI Center. Her research interests include Artificial Intelligence in Molecular Medicine. Prior to her current position, she was a PostDoc at Genentech and Stanford, and she completed her PhD in Computer Science at ETH Zurich. She is an AI2050 Early Career Fellow and a Fellow of the German National Academic Foundation.
Scholar-generated biography
Charlotte Bunne is a Professor of Computer Science and Life Sciences, specializing in Machine Learning, Personalized Medicine, Dynamic Systems, and Foundation Models. Her research focuses on integrating artificial intelligence with biological systems to advance personalized medicine and understand complex dynamics. She explores methods such as optimal transport, neural networks, and generative models to analyze single-cell data, protein interactions, and chemical reactions. Her work includes developing tools like OTT (Optimal Transport Toolbox) and applying these techniques to problems in systems biology, drug discovery, and spatial omics. Bunne's research bridges computational methods with life sciences to model and predict biological processes with high accuracy.