Current Projects

  • SMELL: Learning olfactory models to support the perfume creation process

    SMELL  is an Innosuisse project undertaken with collabration with the company Firmenich.  The goal of  the project is to develop a data-driven methodology which will allow us to uncover the olfactory perception mechanisms related to perfume creation and exploit them to build rational solutions that improve product performance and differentiation. We designed  and developed novel machine learning algorithms that exploit side information to reliably predic olfaction of the product  and exploit the similarities of ingredients with respect to olfaction. Read more