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Heine Røstum

affiliation not provided to SSRN

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Comparative Assessment of Deep Probabilistic Surrogates for Constrained Structural Optimization

Number of pages: 34 Posted: 15 Jan 2026
Heine Røstum, Joseph Morlier, Sebastien Gros and Ketil Aas-Jakobsen
affiliation not provided to SSRN, Université de Toulouse, affiliation not provided to SSRN and affiliation not provided to SSRN
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Abstract:

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Gaussian Process Regression, Deep Gaussian Processes, Deep Kernel Learning, Bayesian Neural Networks, Bayesian optimization