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In this paper an algorithm is presented to efficiently perform constrained geo-statistical simulations. <br>The algorithm is based on a projection method and can be used in the wavenumber domain.<br>Bayesian probability theory is used to constrain the simulations with values measured at the well locations.<br>A distinction is made between hard and soft constraints.