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Article
Gaussian mixture model fitting method for uncertainty quantification by conditioning to production data
For most history matching problems, the posterior probability density function (PDF) may have multiple local maxima, and it is extremely challenging to quantify uncertainty of model parameters and production f...
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Article
Algorithm based on local breeding of growing modes for convection-allowing ensemble forecasting
We propose a method based on the local breeding of growing modes (LBGM) considering strong local weather characteristics for convection-allowing ensemble forecasting. The impact radius was introduced in the br...
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Article
Distributed Gauss-Newton optimization method for history matching problems with multiple best matches
Minimizing a sum of squared data mismatches is a key ingredient in many assisted history matching (AHM) workflows. A novel approach is developed to efficiently find multiple local minima of a data mismatch obj...
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Article
Closed-loop reservoir management on the Brugge test case
This paper proposes an augmented Lagrangian method for production optimization in which the cost function to be maximized is defined as an augmented Lagrangian function consisting of the net present value (NPV...