A machine learning lithologic identification method combined with vertical reservoir information

A machine learning lithologic identification method combined with vertical reservoir information

Compared with coring data, well logging data contain much lithologic information with the advantages of strong continuity and low cost. The machine learning method is applied to explore the correlation between the log curves and the lithology of the actual coring samples, realize the automatic ident...

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Bibliographic Details
Main Authors: Chi Zhang, Mao Pan, Shuiqing Hu, Yafei Hu, Yiqun Yan
Format: Article
Language:zho
Published: Editorial Department of Bulletin of Geological Science and Technology 2023-05-01
Series:地质科技通报
Subjects:
lithologic identification
machine learning
depth window
stacking ensemble learning
vertical reservoir information
Online Access:https://dzkjqb.cug.edu.cn/en/article/doi/10.19509/j.cnki.dzkq.tb20220289

Internet

https://dzkjqb.cug.edu.cn/en/article/doi/10.19509/j.cnki.dzkq.tb20220289

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