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Journal Article

Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis

Jian Sun, Kristopher A. Innanen, Chao Huang
Journal: Geophysics
Published: 19 March 2021
Geophysics (2021) 86 (3): R303–R317.
DOI: https://doi.org/10.1190/geo2020-0312.1
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The relationship between synsedimentary fault activity and reservoir quality — A case study of the Ek1 formation in the Wang Guantun area, China

Xixin Wang, Yuming Liu, Jiagen Hou, Shaohua Li, Qiangqiang Kang, Shuang Sun, Ling Ji, Jian Sun, Rui Ma
Journal: Interpretation
Published: 21 April 2020
Interpretation (2020) 8 (3): SM15–SM24.
DOI: https://doi.org/10.1190/INT-2019-0131.1
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A theory-guided deep-learning formulation and optimization of seismic waveform inversion

Jian Sun, Zhan Niu, Kristopher A. Innanen, Junxiao Li, Daniel O. Trad
Journal: Geophysics
Published: 09 January 2020
Geophysics (2020) 85 (2): R87–R99.
DOI: https://doi.org/10.1190/geo2019-0138.1
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A plane-wave formulation and numerical analysis of elastic multicomponent inverse scattering series internal multiple prediction

Jian Sun, Kristopher A. Innanen
Journal: Geophysics
Published: 12 August 2019
Geophysics (2019) 84 (5): V255–V269.
DOI: https://doi.org/10.1190/geo2018-0259.1
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Multidimensional inverse-scattering series internal multiple prediction in the coupled plane-wave domain

Jian Sun, Kristopher A. Innanen
Journal: Geophysics
Published: 01 February 2018
Geophysics (2018) 83 (2): V73–V82.
DOI: https://doi.org/10.1190/geo2017-0173.1
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