273 citations · 406 across the 10 of their papers we have counts for
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stat.ML2022
Learning non-stationary and discontinuous functions using clustering, classification and Gaussian process modelling
M. Moustapha, B. Sudret
Surrogate models have shown to be an extremely efficient aid in solving engineering problems that require repeated evaluations of an expensive computational model. They are built b…
stat.ME2022★ 29 cited
Multi-objective robust optimization using adaptive surrogate models for problems with mixed continuous-categorical parameters
M. Moustapha, A. Galimshina, G. Habert +1
Explicitly accounting for uncertainties is paramount to the safety of engineering structures. Optimization which is often carried out at the early stage of the structural design of…