TY - THES A3 - Fosas de Pando, Miguel Ángel A3 - Lafuente Molinero, Luis AU - Larroque, Anthony A4 - Ingeniería Mecánica y Diseño Industrial A4 - Matemáticas PY - 2023 UR - http://hdl.handle.net/10498/29454 AB - Bayesian Optimization (BO) has recently regained interest in optimization problems involving expensive black-box objective functions. Several variants have been proposed in the literature, such as including gradient and/or multi-fidelity information,... LA - eng KW - Bayesian Optimization KW - numerical flow simulations KW - Gaussian Process TI - Variations on bayesian optimization applied to numerical flow simulations M3 - doctoral thesis ER -