Application of machine learning techniques for identifying productive zones in unconventional reservoir

Application of machine learning techniques for identifying productive zones in unconventional reservoir

Unconventional reservoirs are the productive zones in other words the rock quality and the mechanical properties of the rocks this process is devastating if humans or people try to search for the best reservoirs. So we can use machine learning (ML) algorithms to help us find and search easily and fa...

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Bibliographic Details
Main Authors: Amir Gharavi, Mohamed Hassan, Jebraeel Gholinezhad, Hesam Ghoochaninejad, Hossein Barati, James Buick, Karrar A. Abbas
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2022-01-01
Series:International Journal of Intelligent Networks
Subjects:
Machine learning
Quick analyser
Exploratory data analysis
Feature importance
Hyperparameter tuning
Feature engineering
Online Access:http://www.sciencedirect.com/science/article/pii/S2666603022000094

Internet

http://www.sciencedirect.com/science/article/pii/S2666603022000094

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