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Journal Article

Deep-learning-based 3D fault detection for carbon capture and storage Available to Purchase

Harpreet Kaur, Qie Zhang, Philipp Witte, Luming Liang, Long Wu, Sergey Fomel
Journal: Geophysics
Published: 15 June 2023
Geophysics (2023) 88 (4): IM101–IM112.
DOI: https://doi.org/10.1190/geo2022-0755.1
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Journal Article

A deep learning framework for seismic facies classification Open Access

Harpreet Kaur, Nam Pham, Sergey Fomel, Zhicheng Geng, Luke Decker, Ben Gremillion, Michael Jervis, Ray Abma, Shuang Gao
Journal: Interpretation
Published: 06 January 2023
Interpretation (2023) 11 (1): T107–T116.
DOI: https://doi.org/10.1190/INT-2022-0048.1
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Journal Article

Automated hyperparameter optimization for simulating boundary conditions for acoustic and elastic wave propagation using deep learning Open Access

Harpreet Kaur, Sergey Fomel, Nam Pham
Journal: Geophysics
Published: 05 January 2023
Geophysics (2023) 88 (1): WA309–WA318.
DOI: https://doi.org/10.1190/geo2022-0231.1
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Journal Article

Time-lapse seismic data inversion for estimating reservoir parameters using deep learning Available to Purchase

Harpreet Kaur, Zhi Zhong, Alexander Sun, Sergey Fomel
Journal: Interpretation
Published: 12 January 2022
Interpretation (2022) 10 (1): T167–T179.
DOI: https://doi.org/10.1190/INT-2020-0205.1
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Journal Article

Wave-equation time migration Open Access

Sergey Fomel, Harpreet Kaur
Journal: Geophysics
Published: 29 January 2021
Geophysics (2021) 86 (1): S103–S111.
DOI: https://doi.org/10.1190/geo2019-0822.1
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Journal Article

Improving the resolution of migrated images by approximating the inverse Hessian using deep learning Open Access

Harpreet Kaur, Nam Pham, Sergey Fomel
Journal: Geophysics
Published: 05 June 2020
Geophysics (2020) 85 (4): WA173–WA183.
DOI: https://doi.org/10.1190/geo2019-0315.1
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