Estimated ultimate recovery prediction of shale gas wells based on stacked integrated learning algorithm

Abstract Accurately predicting the estimated ultimate recovery (EUR) of shale gas from a single well is challenging due to geological, engineering, and production factors. Conventional methods often lack sufficient transparency and clarity in the calculation process. As a result, machine learning (M...

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Bibliographic Details
Main Authors: Min Pang, Zheyuan Zhang, Zhaoming Zhou, Wendi Zhou, Qiong Li
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-03801-2
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