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Bayesian calibration of hydrocarbon reservoir models using an approximate reservoir simulator in the prior specification
We consider prediction and uncertainty analysis for the âhistory matchingâ problem in petroleum reservoir evaluation. Unknown reservoir properties are represented on a fine three dimensional lattice. A âreservoir simulatorâ takes the reservoir properties as input and gives production properties as output. The history matching problem is to infer the reservoir âŚ