Well Logging Based Lithology Identification Model Establishment Under Data Drift: A Transfer Learning Method

Well Logging Based Lithology Identification Model Establishment Under Data Drift: A Transfer Learning Method

Recent years have witnessed the development of the applications of machine learning technologies to well logging-based lithology identification. Most of the existing work assumes that the well loggings gathered from different wells share the same probability distribution; however, the variations in...

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Bibliographic Details
Main Authors: Haining Liu, Yuping Wu, Yingchang Cao, Wenjun Lv, Hongwei Han, Zerui Li, Ji Chang
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
lithology identification
domain adaptation
manifold regularization
projected maximum mean discrepancy
extreme learning machine
Online Access:https://www.mdpi.com/1424-8220/20/13/3643

Internet

https://www.mdpi.com/1424-8220/20/13/3643

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