Bayesian optimization (BO) based on Gaussian process regression (GPR) is applied to different CFD (computational fluid dynamics) problems which can be of practical relevance. The are i) shape in a lid-driven cavity minimize or maximize the energy dissipation, ii) wall channel flow order obtain desired pressure-gradient distribution along edge turbulent boundary layer formed other wall, and fina...