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Multidimensional data-driven porous media reconstruction:Inversion from 1D/2D pore parameters to 3D real pores

Peng Chi Jian-Meng Sun Ran Zhang Wei-Chao Yan Huai-Min Dong Li-Kai Cui Rui-Kang Cui Xin Luo

石油科学(英文版)2025,Vol.22Issue(7):2777-2793,17.
石油科学(英文版)2025,Vol.22Issue(7):2777-2793,17.DOI:10.1016/j.petsci.2025.03.046

Multidimensional data-driven porous media reconstruction:Inversion from 1D/2D pore parameters to 3D real pores

Multidimensional data-driven porous media reconstruction:Inversion from 1D/2D pore parameters to 3D real pores

Peng Chi 1Jian-Meng Sun 1Ran Zhang 2Wei-Chao Yan 3Huai-Min Dong 4Li-Kai Cui 5Rui-Kang Cui 1Xin Luo1

作者信息

  • 1. State Key Laboratory of Deep Oil and Gas,China University of Petroleum(East China),Qingdao,266580,Shandong,China||School of Geosciences,China University of Petroleum(East China),Qingdao,266580,Shandong,China
  • 2. Geosteering & Logging Research Institute,Sinopec Matrix Corporation,Qingdao,266003,Shandong,China
  • 3. Frontiers Science Center for Deep Ocean Multispheres and Earth System,Key Lab of Submarine Geosciences and Prospecting Techniques,MOE and College of Marine Geosciences,Ocean University of China,Qingdao,266100,Shandong,China||International Center for Submarine Geosciences and Geoengineering Computing(iGeoComp),Ocean University of China,Qingdao,266100,Shandong,China||Laboratory for Marine Mineral Resources,Qingdao Marine Science and Technology Center,Qingdao,266237,Shandong,China
  • 4. School of Geological Engineering and Geomatics,Chang'an University,Xi'an,710054,Shannxi,China||Xi'an Consin Energy Technology CO.LTD,Xi'an,710100,Shannxi,China
  • 5. Xi'an Consin Energy Technology CO.LTD,Xi'an,710100,Shannxi,China||Institute of Unconventional Oil and Gas,Northeast Petroleum University,Daqing,163318,Heilongjiang,China
  • 折叠

摘要

关键词

3D digital rock/Pore network model/1D/2D pore parameters/Pore structure/Generative adversarial network

Key words

3D digital rock/Pore network model/1D/2D pore parameters/Pore structure/Generative adversarial network

引用本文复制引用

Peng Chi,Jian-Meng Sun,Ran Zhang,Wei-Chao Yan,Huai-Min Dong,Li-Kai Cui,Rui-Kang Cui,Xin Luo..Multidimensional data-driven porous media reconstruction:Inversion from 1D/2D pore parameters to 3D real pores[J].石油科学(英文版),2025,22(7):2777-2793,17.

基金项目

This work was supported by the Shandong Provincial Natural Science Foundation(ZR2024MD116),National Natural Science Foundation of China(Grant Nos.42174143,42004098),and Tech-nology Innovation Leading Program of Shaanxi(No.2024 ZC-YYDP-27). (ZR2024MD116)

石油科学(英文版)

1672-5107

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