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For the systematic search of the best matched model, we used design of experience techniques and obtained a best matched model.
So, prediction using a single history matched model involves more risk because of the parameter uncertainty.
Surface velocities matched model predictions, such that flow resistance did not need explicit consideration in developing a transport model.
The history matched model has proved calculated dynamic STOIIP significantly higher than volumetric STOIIP with additional ±7 MMBO.
Even with a history matched model, a robust production optimization algorithm is required to find an optimal value of net present value (NPV).
Results obtained with a flat-sheet cellulose triacetate (CTA) FO membrane and NaCl feed and draw solutions closely matched model predictions.
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The production forecast is analyzed and the predictive capacity of the matched models is assessed.
The paper reveals that obtaining good matched models does not ensure reliable forecasts.
In the proposed approach, HEQ transforms the trained mean models of a speech recognizer into environmentally matched models.
FEA results match model prediction fairly well.
The proposed workflow consists of three components: history matching, model selection and production optimization.
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CEO of Professional Science Editing for Scientists @ prosciediting.com