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Machine learning prediction of methane,ethane,and propane solubility in pure water and electrolyte solutions:Implications for stray gas migration modeling

Ghazal Kooti Reza Taherdangkoo Chaofan Chen Nikita Sergeev Faramarz Doulati Ardejani Tao Meng Christoph Butscher

Acta Geochimica2024,Vol.43Issue(5):P.971-984,14.
Acta Geochimica2024,Vol.43Issue(5):P.971-984,14.DOI:10.1007/s11631-024-00680-8

Machine learning prediction of methane,ethane,and propane solubility in pure water and electrolyte solutions:Implications for stray gas migration modeling

Ghazal Kooti 1Reza Taherdangkoo 2Chaofan Chen 2Nikita Sergeev 3Faramarz Doulati Ardejani 4Tao Meng 5Christoph Butscher2

作者信息

  • 1. Institute of Geotechnics,TU Bergakademie Freiberg,Gustav-Zeuner-Str.1,09599 Freiberg,Germany Department of Petroleum Engineering,Amirkabir University of Technology,Tehran,Iran
  • 2. Institute of Geotechnics,TU Bergakademie Freiberg,Gustav-Zeuner-Str.1,09599 Freiberg,Germany Freiberg Center for Water Research ZeWaF,TU Bergakademie Freiberg,09599 Freiberg,Germany
  • 3. Institute of Geotechnics,TU Bergakademie Freiberg,Gustav-Zeuner-Str.1,09599 Freiberg,Germany
  • 4. School of Mining,College of Engineering,University of Tehran,Tehran,Iran
  • 5. Taiyuan University of Science and Technology,Taiyuan 030024,China
  • 折叠

摘要

关键词

Gas solubility/Hydraulic fracturing/Thermodynamic models/Regression tree/Boosted regression tree/Groundwater contamination

分类

信息技术与安全科学

引用本文复制引用

Ghazal Kooti,Reza Taherdangkoo,Chaofan Chen,Nikita Sergeev,Faramarz Doulati Ardejani,Tao Meng,Christoph Butscher..Machine learning prediction of methane,ethane,and propane solubility in pure water and electrolyte solutions:Implications for stray gas migration modeling[J].Acta Geochimica,2024,43(5):P.971-984,14.

Acta Geochimica

OAEI

2096-0956

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