Well log prediction while drilling using seismic impedance with an improved LSTM artificial neural networks

Well log prediction while drilling using seismic impedance with an improved LSTM artificial neural networks

Well log prediction while drilling estimates the rock properties ahead of drilling bits. A reliable well log prediction is able to assist reservoir engineers in updating the geological models and adjusting the drilling strategy if necessary. This is of great significance in reducing the drilling ris...

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Bibliographic Details
Main Authors: Heng Wang, Yungui Xu, Shuhang Tang, Lei Wu, Weiping Cao, Xuri Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Earth Science
Subjects:
machine learning
long short-term memory
well log prediction
drilling bit
seismic impedance
neural networks
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1153619/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2023.1153619/full

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