Managing Uncertainty in Geological Scenarios Using Machine Learning-Based Classification Model on Production Data

Training image (TI) has a great influence on reservoir modeling as a spatial correlation in the multipoint geostatistics. Unlike the variogram of the two-point geostatistics that is mathematically defined, there is a high degree of geological uncertainty to determine a proper TI. The goal of this st...

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Bibliographic Details
Main Authors: Byeongcheol Kang, Kyungbook Lee
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Geofluids
Online Access:http://dx.doi.org/10.1155/2020/8892556
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