... mobility applications. Design/methodology/approach To manage the high dimensionality and complexity of tiltrotor design, a multi-objective Bayesian optimization framework is established, targeting simultaneous improvements in aerodynamic efficiency and tonal noise reduction. A comprehensive parametric...

... an experimentally corrected second-order equivalent circuit model. Using Bayesian optimization algorithms, the authors have addressed the mixed-integer nonlinear programming design problem, which includes discrete variables such as the number of propeller blades and blade airfoil type, as well as continuous...