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Authors
Ciobotia, Raluca-Ioana https://orcid.org/0009-0004-7949-744X
Laan, Ton van der https://orcid.org/0009-0004-1080-7227
Waerdt, Wydo van de https://orcid.org/0000-0002-1450-9866
Peeters, Daniël https://orcid.org/0000-0001-7388-8424
Castro, Saullo G. P. https://orcid.org/0000-0001-9711-0991
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Funding
Funding for this research was provided by:
Luchtvaart in Transitie
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Article History
Received: 5 June 2025
Revised: 22 August 2025
Accepted: 15 September 2025
First Online: 6 November 2025
Declarations
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: Results-only reproduction: Using the archived dataset, scripts are available to account for every figure and table in the paper (variable screening heatmaps, error metrics, acquisition function values). For full FEM and optimization reproduction: The repository contains scripts and job templates to (a) generate the initial designs, (b) run Abaqus jobs, (c) extract results, (d) fit ordinary Kriging surrogates, (e) perform variable screening, and (f) run constrained Bayesian optimization in either sequential or batch mode.
: On behalf of all authors, the corresponding authors state that there is no Conflict of interest.
