34th Congress of the International Council of the Aeronautical Sciences

03.4 - Applied Aerodynamics

ON THE CHALLENGES OF SURROGATE-BASED AERODYNAMIC SHAPE OPTIMISATION

J. Rasines¹, D. Verstraete¹; ¹The University of Sydney, Australia

Simulation failures are a critical challenge in surrogate-based aerodynamic shape optimisation. Understanding its effect on algorithm convergence and trends between low- and high- fidelity simulation is essential to inform efficient algorithm design. This works investigates this through evaluation of a low Reynolds number airfoil design problem.


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