This chapter presents the results of numerical studies at the full engine virtual test bench. After verifying the accuracy of the simulation, it becomes possible to use it to predict the most relevant phenomena that characterise the engine operating points and their post-oxidation processes. Specifically, two areas of interest have been investigated: mixture formation and inhomogeneities among the cylinders.