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首页|期刊导航|Rock Mechanics Bulletin|Prediction of rock fracture pressure in hydraulic fracturing with interpretable machine learning and mechanical specific energy theory

Prediction of rock fracture pressure in hydraulic fracturing with interpretable machine learning and mechanical specific energy theory

Xiaoying Zhuang Yuhang Liu Yuwen Hu Hongwei Guo Binh Huy Nguyen

Rock Mechanics Bulletin2025,Vol.4Issue(2):P.68-72,5.
Rock Mechanics Bulletin2025,Vol.4Issue(2):P.68-72,5.DOI:10.1016/j.rockmb.2024.100173

Prediction of rock fracture pressure in hydraulic fracturing with interpretable machine learning and mechanical specific energy theory

Xiaoying Zhuang 1Yuhang Liu 2Yuwen Hu 2Hongwei Guo 3Binh Huy Nguyen4

作者信息

  • 1. Department of Geotechnical Engineering,Tongji University,Shanghai,200092,China Computational Science and Simulation Technology,Department of Mathematics and Physics Leibniz Universita t Hannover,Hannover,Germany
  • 2. Department of Geotechnical Engineering,Tongji University,Shanghai,200092,China
  • 3. Computational Science and Simulation Technology,Department of Mathematics and Physics Leibniz Universita t Hannover,Hannover,Germany
  • 4. Sensor and Actuator Technologies,imec,Leuven,Belgium
  • 折叠

摘要

关键词

Hydraulic fracturing/Mechanical specific energy/Nonlinear regression/Interpretable machine learning/Fracture pressure

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能源科技

引用本文复制引用

Xiaoying Zhuang,Yuhang Liu,Yuwen Hu,Hongwei Guo,Binh Huy Nguyen..Prediction of rock fracture pressure in hydraulic fracturing with interpretable machine learning and mechanical specific energy theory[J].Rock Mechanics Bulletin,2025,4(2):P.68-72,5.

Rock Mechanics Bulletin

2773-2304

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