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Efficient sequential experimental design for surrogate modeling of nested codes

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Academic year: 2021

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Figure 1 shows the variations of the outputs of the codes 1, 2 and nested. The codes 1 and 2 outputs are relatively smooth compared with the one of the nested code
Figure 1: Analytical example: variations of the outputs y 1 , y 2 and y nest of the codes 1, 2 and nested with respect to their input.
Figure 2: Hydrodynamic example: Inputs and outputs of the two codes.
Figure 3: Hydrodynamic example: variation of the outputs y 1 and y 2 of the two codes with respect to the components of the inputs x 1 and x 2
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