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…