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Intelligent seismic AVO inversion method for brittleness index of shale oil reservoirs

Yu-Hang Sun Hong-Li Dong Gui Chen Xue-Gui Li Yang Liu Xiao-Hong Yu Jun Wu

石油科学（英文版）2025，Vol.22Issue(2)：627-640,14.

石油科学（英文版）2025，Vol.22Issue(2)：627-640,14.DOI:10.1016/j.petsci.2024.09.024

Intelligent seismic AVO inversion method for brittleness index of shale oil reservoirs

Yu-Hang Sun ¹Hong-Li Dong ²Gui Chen ³Xue-Gui Li ²Yang Liu ³Xiao-Hong Yu ⁴Jun Wu⁴

作者信息

1. Institute of Artificial Intelligence Energy,Northeast Petroleum University,Daqing,163318,Heilongjiang,China||College of Petroleum,China University of Petroleum(Beijing)at Karamay,Karamay,834000,Xinjiang,China
2. Institute of Artificial Intelligence Energy,Northeast Petroleum University,Daqing,163318,Heilongjiang,China
3. College of Geophysics,China University of Petroleum(Beijing),Beijing,102249,China
4. Institute of Exploration and Development,Daqing Oilfield of CNPC,Daqing,163453,Heilongjiang,China
折叠

摘要

关键词

Brittleness index/Shale oil reservoirs/Seismic AVO inversion/TransU-net model

Key words

Brittleness index/Shale oil reservoirs/Seismic AVO inversion/TransU-net model

引用本文复制引用

Yu-Hang Sun,Hong-Li Dong,Gui Chen,Xue-Gui Li,Yang Liu,Xiao-Hong Yu,Jun Wu..Intelligent seismic AVO inversion method for brittleness index of shale oil reservoirs[J].石油科学（英文版）,2025,22(2):627-640,14.

基金项目

This study was supposed by the National Nature Science Foun-dation of China(Grant No.42304131),the Natural Science Foun-dation of Heilongjiang Province(Grant No.LH2023D012),the Heilongjiang Postdoctoral Fund(Grant No.LBH-Z22092)and the Basic Research Fund for Universities in Xinjiang Uygur Autonomous Region(Grant No.XJEDU2023P166).The authors would like to express sincere thanks to the experts who provided help for the article. （Grant No.42304131）

石油科学（英文版）

ISSN：1672-5107

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