Francesco Contino (UCLouvain) focuses his research effort on four strands: Energy systems, Computational Fluid Dynamics (CFD) simulations of reactive systems, Real Driving Emissions and Robust Optimisation — optimisation combined with uncertainty quantiﬁcation. About energy systems, he works at micro and macro levels to understand what are the key drivers to help us succeed the energy transition. For numerical simulations, he has developed a reduction method (TDAC), in collaboration with Politecnico di Milano, to use detailed mechanisms in CFD simulation; it is included in the official release of OpenFOAM. Francesco Contino also works on real driving emissions of passenger cars and heavy duty; he includes uncertainties in emission factors and uses Portable Emissions Measurement System (PEMS). Finally, he works on making robust design optimisation affordable by working on efficient optimiser and fast uncertainty quantification methods.