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Journal Article

Physics-driven self-supervised learning system for seismic velocity inversion

Bin Liu, Peng Jiang, Qingyang Wang, Yuxiao Ren, Senlin Yang, Anthony G. Cohn
Journal: Geophysics
Published: 31 January 2023
Geophysics (2023) R145–R161.
DOI: https://doi.org/10.1190/geo2021-0302.1
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Decoupled elastic least-squares reverse time migration and its application in tunnel geologic forward prospecting

Bin Liu, Jiansen Wang, Yuxiao Ren, Xu Guo, Lei Chen, Lanbo Liu
Journal: Geophysics
Published: 21 December 2021
Geophysics (2022) 87 (1): EN1–EN19.
DOI: https://doi.org/10.1190/geo2020-0875.1
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Seismic data inversion with acquisition adaptive convolutional neural network for geologic forward prospecting in tunnels

Yuxiao Ren, Bin Liu, Senlin Yang, Duo Li, Peng Jiang
Journal: Geophysics
Published: 27 July 2021
Geophysics (2021) 86 (5): R659–R670.
DOI: https://doi.org/10.1190/geo2020-0370.1
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Deep-learning seismic full-waveform inversion for realistic structural models

Bin Liu, Senlin Yang, Yuxiao Ren, Xinji Xu, Peng Jiang, Yangkang Chen
Journal: Geophysics
Published: 04 January 2021
Geophysics (2021) 86 (1): R31–R44.
DOI: https://doi.org/10.1190/geo2019-0435.1
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Prestack reverse time imaging in tunnels based on the decoupled nonconversion elastic-wave equation

Yuxiao Ren, Zhichao Yang, Bin Liu, Xinji Xu, Yangkang Chen
Journal: Geophysics
Published: 21 October 2020
Geophysics (2020) 85 (6): S371–S383.
DOI: https://doi.org/10.1190/geo2019-0287.1
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Tunnel Prospecting Based On Integrated Interpretation of Geophysical Data: Xiangyun Tunnel, Yunnan Province, China

Lei Chen, Fengkai Zhang, Yuxiao Ren, Xinji Xu, Zhichao Yang, Ming Li
Published: 10 April 2019
Journal of Environmental and Engineering Geophysics (2019) 24 (1): 63–75.
DOI: https://doi.org/10.2113/JEEG24.1.63
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