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This is a Quantitative Study study.

October 19, 2025

A Novel Multi-Physics Interpretation Method for Quantifying Mineral Using a Pulsed Neutron Element Logging Tool

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The proposed method effectively quantifies mineral concentrations using a novel multi-physics approach.
Utilizing conventional well logs, such as density and sonic logs, enhances the relationship between elements and minerals.
Incorporating data augmentation addresses sample size limitations, improving the robustness of the model's predictions.
The accuracy of mineral concentration is verified through comparisons with theoretical and actual field data.

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Novel framework quantifies mineral composition through pulsed neutron sources, suggesting improved accuracy in complex formations.

Ya et al. (2025) studied this question.

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