The Carnot SMILES is a public research institute which aims at making the most of the power of applied mathematics, through collaborative research, in order to foster innovation within companies. Made up of multi-disciplinary teams, the institute accompanies its industrial partners in their technological challenges regarding bioscience (among other themes): molecular dynamics simulation, growth of cells population modeling, wound healing modeling, protein-protein interaction, metagenomics.