K-Mean Clustering Analysis and Logistic Boosting Regression for Rock Facies Characterization and Classification in Zubair Reservoir in Luhais Oil Field, Southern Iraq
Identifying rock facies from petrophysical logs is a crucial step in the evaluation and characterization of hydrocarbon reservoirs. The rock facies can be obtained either from core analysis (lithofacies) or from well logging data (electrofacies). In this research, two advanced machine learn...
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| Format: | Article |
| Language: | English |
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Union of Iraqi Geologists (UIG)
2021-08-01
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| Series: | Iraqi Geological Journal |
| Online Access: | http://igj-iraq.org/igj/index.php/igj/article/view/658 |