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Seismic fault identification of deep fault-karst carbonate reservoir using transfer learning

Hanqing Wang Han Wang Kunyan Liu Jin Meng Yitian Xiao Yanghua Wang

Natural Gas Industry B2025，Vol.12Issue(2)：P.174-185,12.

Natural Gas Industry B2025，Vol.12Issue(2)：P.174-185,12.DOI:10.1016/j.ngib.2025.03.006

Seismic fault identification of deep fault-karst carbonate reservoir using transfer learning

Hanqing Wang ¹Han Wang ²Kunyan Liu ²Jin Meng ²Yitian Xiao ²Yanghua Wang³

作者信息

1. Petroleum Exploration and Production Research Institute,SINOPEC,Beijing,102206,China Resource Geophysics Academy,Imperial College London,London SW72AZ,UK
2. Petroleum Exploration and Production Research Institute,SINOPEC,Beijing,102206,China
3. Resource Geophysics Academy,Imperial College London,London SW72AZ,UK
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摘要

关键词

Seismic fault/Fault-karst carbonate/U-Net/Transfer learning/Attention mechanism

分类

天文与地球科学

引用本文复制引用

Hanqing Wang,Han Wang,Kunyan Liu,Jin Meng,Yitian Xiao,Yanghua Wang..Seismic fault identification of deep fault-karst carbonate reservoir using transfer learning[J].Natural Gas Industry B,2025,12(2):P.174-185,12.

基金项目

support provided by the China Postdoctoral Science Foundation(Grant No.2024M763650) （Grant No.2024M763650）

the Excellent Young Scientists Fund Program of SINOPEC Petroleum Exploration and Production Research Institute(Grant No.yk2024010). （Grant No.yk2024010）

Natural Gas Industry B

ISSN：2352-8540

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