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RISNovel Empirical Correlation for Estimation of the Total Organic Carbon in Devonian Shale From the Spectral Gamma-Ray and Based on the Artificial Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The evaluation of the quality of unconventional hydrocarbon resources becomes a critical stage toward characterizing these resources, and this evaluation requires the evaluation of the total organic carbon (TOC). Generally, ...
Estimation of the Rate of Penetration While Horizontally Drilling Carbonate Formation Using Random Forest
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Predicting the rate of penetration (ROP) is challenging especially during horizontal drilling. This is because there are many factors affecting ROP. Machine learning techniques are very promising in identifying the structural ...