Support Vector Machines for delineation of geologic facies from poorly differentiated sedimentological data.

Alberto Guadagnini, Daniel M. Tartakovsky, Brendt E. Wohlberg & Daniel M. Tartakovsky
Our knowledge of the spatial distribution of the physical properties of geologic formations is often uncertain because of ubiquitous heterogeneity and the sparsity of data. While many studies consider the effects of incorporating various types of data (including transmissivity, electrical resistivity, hydraulic heads and/or travel times) on predicting flow and transport processes in heterogeneous systems, the uncertainty associated with the delineation of lithofacies and associated hydraulic conductivity and porosity from limited geological and geophysical data...
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