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Bayesian Optimization Algorithm Applied to Uncertainty Quantification

Published in SPE Journal • Aug 23, 2012
NobleIDNI3P75W28R55S62
Authors:
Asaad Abdollahzadeh
,
Alan Reynolds
,
Mike Christie

Abstract

Summary Prudent decision making in subsurface assets requires reservoir uncertainty quantification. In a typical uncertainty-quantification study, reservoir models must be updated using the observed response from the reservoir by a process known as history matching. This involves solving an inverse ...

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