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Alexey Stepanov

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Author: Alexey StepanovYear: 2019clear all
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SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 19th SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings19th, Science and Technologies in Geology, Exploration And Mining
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USE OF AN ARTIFICIAL NEURAL NETWORK ALGORITHM AND COKRIGING METHOD FOR RESERVOIR POROSITY MODELING

(STEF92 Technology, 2019-06-20, Alexey Stepanov)

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As a rule, well-log porosity is used as a reference information in the process of reservoir porosity model construction. At the same time, the regions of the model, where the porosity values are obtained by interpolating the well data, are characterized by a decrease in detail with distance from the wells, as well as by uncertainty in the interwell space. The uncertainty arising from interpolation can be significantly reduced as a result of the integrated use of well logging and 3D seismic data, and the usefulness...

Ecology and Environmental Protection2019
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