Browsing by Author "Kipouros, Timoleon"

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    Multi-fidelity Multi-disciplinary Optimisation of Propeller Design by Visual Analytics
    (The Eurographics Association, 2024) Shubham, Shubham; Spinelli, Andrea; Kipouros, Timoleon; Hunter, David; Slingsby, Aidan
    This paper introduces a comprehensive framework for multi-fidelity, multi-disciplinary optimization of propeller design using visual analytics. The proposed methodology integrates advanced data visualization techniques, surrogate modelling and optimisation methodologies to handle high-dimensional data across various disciplines, including aerodynamics, aeroacoustics, and structures. By leveraging multi-fidelity simulations, the framework balances accuracy with computational efficiency, enabling detailed exploration and optimization of propeller designs. Interactive visualization tools in the framework facilitate the identification of optimal design parameters and trade-offs, highlighting its potential to improve decision-making in engineering design processes in terms of confidence and knowledge creation.