Do metamodeling with a "classical" RKHS
In order to evaluate the efficiency of the method, we should also estimate the fluxes function with an estimator chosen in a classical RKHS, that is, associated with a classical kernel (e.g. Gaussian kernel K(x,y) = exp(-||x-y||^2_2 /2)
for x,y in R^d).