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\subsection{Model Validation}  Statistical analysis are needed to validate the results of our stochastic inversion approach. Figure \ref{fig:correlation} show the correlation between observed data and one initial SGS realization chosen at random among \num{100} 100  and the correlation between observed data and the final inversion result.