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Updated: Jan 15, 2026

Mechanical Expansion of Steel Tubing as a Solution to Leaky Wellbores
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通过机器学习提高井口稳定性,以实现可持续的碳化合物开发

Mohatsim Mahetaji1,2, Jwngsar Brahma3

  • 1Department of Petroleum Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India. mohatsim.mahetaji37934@paruluniversity.ac.in.

Scientific reports
|October 9, 2025
PubMed
概括

机器学习模型使用现实世界钻井数据准确预测井口不稳定性. 图谱梯度提升实现了最高的准确性,超过传统方法,并通过SHAP分析提供可解释的见解.

关键词:
决策树 决策树是一个决策树.梯度增强可以提高梯度.立体图梯度的增强促进了基底图的梯度.ML ML ML 在这里.石油 石油是指石油的产品.随机的森林随机的森林回归是一种回归.井口的稳定性 井口的稳定性

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