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Study on shale content prediction method based on deep learning | Synapse
March 3, 2026
Study on shale content prediction method based on deep learning
PA
Peng An
DC
Dan-Ping Cao
YX
Yu Xie
China University of Petroleum, East China
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Key Points
The prediction method for shale content shows improved accuracy compared to traditional techniques.
Significant increase in prediction accuracy is achieved, with a reported improvement of 15% over older methods.
This analysis utilizes deep learning approaches to assess shale content predictions across various geological datasets.
The results highlight the potential for machine learning to enhance prediction methods in geological studies.
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An et al. (Sat,) studied this question.
synapsesocial.com/papers/69a76163c6e9836116a2f441
https://doi.org/https://doi.org/10.1007/s11770-026-1399-9