Rodolfo Freitas

I am a Postdoctoral Research Associate in Synthetic Fuel Utilisation at the Queen Mary University of London . Before this, I held the "IF@ULB" Postdoctoral Fellowship , co-funded by the Université libre de Bruxelles and the European Commission within the framework of MARIE SKLODOWSKA-CURIE actions (H2020) . I obtained my PhD in Mechanical Engineering from the Federal University of Rio de Janeiro . My research interest is focused on Scientific Machine Learning with applications to fuel property and combustion emission predictions; Molecular dynamics simulation; Thermofluid Modelling/Simulation for Sustainable Energy Utilisation; and Development of Uncertainty Quantification (UQ) techniques for calibration and validation of simplified (reduced) chemical kinetics models; Modeling of turbulence-chemistry interactions for combustion models.