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Deep Learning-Based Prediction of Seepage Flow in Soil-Like Porous Media

Zhenzhen Shen Kang Yang Dengfeng Wei Quansheng Liang Zhenpeng Ma Hong Wang Keyu Wang Chunwei Zhang Xiaohu Yang

Fluid Dynamics & Materials Processing2025，Vol.21Issue(11)：P.2741-2760,20.

Fluid Dynamics & Materials Processing2025，Vol.21Issue(11)：P.2741-2760,20.DOI:10.32604/fdmp.2025.070395

Deep Learning-Based Prediction of Seepage Flow in Soil-Like Porous Media

Zhenzhen Shen ¹Kang Yang ²Dengfeng Wei ²Quansheng Liang ²Zhenpeng Ma ²Hong Wang ²Keyu Wang ²Chunwei Zhang ²Xiaohu Yang³

作者信息

1. Department of Geology,Northwest University,229 Taibai North Road,Xi’an,710069,China Shaanxi Yanchang Petroleum(Group)Research Institute,No.75 Keji 2nd Road,High-Tech Zone,Xi’an,710075,China
2. Shaanxi Yanchang Petroleum(Group)Research Institute,No.75 Keji 2nd Road,High-Tech Zone,Xi’an,710075,China
3. Institute of the Building Environment&Sustainability Technology,School of Human Settlements and Civil Engineering,Xi’an Jiaotong University,Xi’an,710049,China
折叠

摘要

关键词

Seepage flow/lattice Boltzmann method(LBM)/multilayer perceptron(MLP)/quartet structure generation set(QSGS)

分类

信息技术与安全科学

引用本文复制引用

Zhenzhen Shen,Kang Yang,Dengfeng Wei,Quansheng Liang,Zhenpeng Ma,Hong Wang,Keyu Wang,Chunwei Zhang,Xiaohu Yang..Deep Learning-Based Prediction of Seepage Flow in Soil-Like Porous Media[J].Fluid Dynamics & Materials Processing,2025,21(11):P.2741-2760,20.

基金项目

Dynamics of CO_(2) Leakage and Seepage in Wellbores Under Reservoir Stimulation,grant number YJCCUS25SFW0004. （2）

Fluid Dynamics & Materials Processing

ISSN：1555-256X

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