Browsing by Subject "regularization"
Now showing items 1-5 of 5
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(Texas A&M University, 2006-04-12)Conditioning geologic models to production data and assessment of uncertainty is generally done in a Bayesian framework. The current Bayesian approach suffers from three major limitations that make it impractical for ...
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(2014-07-28)It is of fundamental interest to routinely monitor waves and currents in the nearshore seas both scientifically and to the general public, because they play an important role in coastline erosion and they have a significant ...
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(2012-10-19)Reservoir model calibration to production data, also known as history matching, is an essential tool for the prediction of fluid displacement patterns and related decisions concerning reservoir management and field ...
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(2014-03-17)As high-dimensional data arises from various fields in science and technology, traditional multivariate methods need to be updated. Principal component analysis and reduced rank regression are two of the most important ...
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(2018-08-28)Use of the pressure derivative for pressure transient test analysis has been a crucial tool in the analysis of reservoir and well performance data since it was formally proposed by Bourdet, Ayoub, and Pirard in 1989. Despite ...