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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
Published: 19 March 2021
Geophysics (2021) 86 (3): R303–R317.
DOI: https://doi.org/10.1190/geo2020-0312.1
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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
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
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
Published: 01 February 2018
Geophysics (2018) 83 (2): V73–V82.
DOI: https://doi.org/10.1190/geo2017-0173.1
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