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Works (12)

Gradient optimization method for tunnel resistivity and chargeability joint inversion based on deep learning

Tunnelling and Underground Space Technology
2024-02 | Journal article
DOI: 10.1016/j.tust.2023.105513
Contributors: Peng Jiang; Benchao Liu; Yuting Tang; Zhengyu Liu; Yonghao Pang
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Crossref

Physics-Driven Deep Learning Inversion for Direct Current Resistivity Survey Data

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
DOI: 10.1109/TGRS.2023.3263842
Contributors: Bin Liu; Yonghao Pang; Peng Jiang; Zhengyu Liu; Benchao Liu; Yongheng Zhang; Yumei Cai; Jiawen Liu
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Crossref

Deep learning inversion method of tunnel resistivity synthetic data based on modelling data

Near Surface Geophysics
2023-08 | Journal article
DOI: 10.1002/nsg.12253
Contributors: Benchao Liu; Qian Guo; Yuting Tang; Peng Jiang
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Crossref

A Deep Learning Inversion Method for 3-D Electrical Resistivity Tomography Based on Neighborhood Feature Extraction

IEEE Sensors Journal
2023-08-15 | Journal article
DOI: 10.1109/JSEN.2023.3293205
Contributors: Qian Guo; Benchao Liu; Yaxu Wang; Dongdong He
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Crossref

Multi-borehole three-dimensional induced polarization tomography method for tunnel water hazards ahead prospecting

Tunnelling and Underground Space Technology
2023-03 | Journal article
DOI: 10.1016/j.tust.2022.104952
Part of ISSN: 0886-7798
Contributors: Yongheng Zhang; Zhengyu Liu; Peng Bai; Bin Liu; Benchao Liu; Yumei Cai; Yonghao Pang
Source: Self-asserted source
Benchao Liu

Deep Learning Joint Inversion of Electrical Data for Ahead-Prospecting in Tunneling

Advances in Civil Engineering
2023-03-15 | Journal article
DOI: 10.1155/2023/5639207
Contributors: Peng Jiang; Benchao Liu; Chuanwu Wang; Lei Chen; Yuting Tang; Zhoujing Ye
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Crossref

A Priori Constrained ACO Method Applied to Three-Dimensional Imaging of Subsurface Electrical Resistivity

Geotechnical and Geological Engineering
2023-01 | Journal article
DOI: 10.1007/s10706-022-02258-8
Contributors: Qian Guo; Hai Wang; Jian Bai; Benchao Liu; Honglin Wu; Zhenyu Wu; Zhou He
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Crossref

Deep Learning Inversion of Electrical Resistivity Data by One-Sided Mapping

IEEE Signal Processing Letters
2022 | Journal article
DOI: 10.1109/LSP.2022.3217409
Contributors: Benchao Liu; Peng Jiang; Qian Guo; Chuanwu Wang
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Crossref

Convergence Analysis of a Symmetrical and Positivity-Preserving Finite Difference Scheme for 1D Poisson–Nernst–Planck System

Symmetry
2022-08-02 | Journal article
DOI: 10.3390/sym14081589
Part of ISSN: 2073-8994
Contributors: Weiwei Ling; Benchao Liu; Qian Guo
Source: Self-asserted source
Benchao Liu

Research on the Universality of Convolutional Networks in Resistivity Inversion

IOP Conference Series: Earth and Environmental Science
2021-02-01 | Journal article
DOI: 10.1088/1755-1315/660/1/012060
Part of ISSN: 1755-1307
Part of ISSN: 1755-1315
Contributors: Benchao Liu; Qian Guo; Yonghao Pang; Peng Jiang
Source: Self-asserted source
Benchao Liu

Adaptive Convolution Neural Networks for Electrical Resistivity Inversion

IEEE Sensors Journal
2021-01-15 | Journal article
DOI: 10.1109/JSEN.2020.3021280
Contributors: Benchao Liu; Qian Guo; Kai Wang; Yonghao Pang; Lichao Nie; Peng Jiang
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Crossref

Deep Learning Inversion of Electrical Resistivity Data

IEEE Transactions on Geoscience and Remote Sensing
2020-08 | Journal article
DOI: 10.1109/tgrs.2020.2969040
Part of ISSN: 0196-2892
Part of ISSN: 1558-0644
Contributors: Bin Liu; Qian Guo; Shucai Li; Benchao Liu; Yuxiao Ren; Yonghao Pang; Xu Guo; Lanbo Liu; Peng Jiang
Source: Self-asserted source
Benchao Liu
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