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An explainable prediction of shale gas ultimate recovery based on Tree-Based ensemble machine learning and Shapley additive explanations

Published Online: 2025-10-13

Published Print: 2025-10

Authors

Zhang, Zheyuan https://orcid.org/0009-0004-6079-7557
Pang, Min

Zhou, Zhaoming

Zhang, Yichang
Funding

Funding for this research was provided by:

Major Program of National Fund of Philosophy and Social Science of China (22&ZD105)
License Information

Text and Data Mining valid from 2025-10-01

Version of Record valid from 2025-10-01
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Article History

Accepted: 12 July 2025

First Online: 13 October 2025

Declarations

:

: Ethical approval was not needed since data from publicly available datasets were used in the study.

: The authors have no competing interests to declare that are relevant to the content of this article.

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