An Igneous Rock Lithology Identification Method Based on Data-Algorithm Bidirectional-Driven Framework

An Igneous Rock Lithology Identification Method Based on Data-Algorithm Bidirectional-Driven Framework

Current igneous rock lithology identification technology faces compounded technical bottlenecks arising from significant disparities between conventional logging responses and lithological sensitivity, challenges in constructing continuous stratigraphic models using discrete mineral experimental dat...

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Bibliographic Details
Main Authors: HAN Ruiyi, SONG Xiaoni, WANG Xinru, GUO Yuhang
Format: Article
Language:zho
Published: Editorial Office of Well Logging Technology 2025-04-01
Series:Cejing jishu
Subjects:
log interpretation
lithology identification
deep forest algorithm
logging data fusion
igneous
class imbalance handling
Online Access:https://www.cnpcwlt.com/en/#/digest?ArticleID=5725
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