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Felix J. Herrmann
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Proceedings Papers

3D seismic survey design by maximizing the spectral gap

Yijun Zhang, Ziyi Yin, Oscar López, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 27–September 1, 2023
Paper Number: SEG-2023-3895546
https://doi.org/10.1190/image2023-3895546.1
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Proceedings Papers

Accelerating innovation with software abstractions for scalable computational geophysics

Mathias Louboutin, Philipp Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix J. Herrmann
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750561
https://doi.org/10.1190/image2022-3750561.1
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View Paper titled, Accelerating innovation with software abstractions for scalable computational geophysics
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Proceedings Papers

A simulation-free seismic survey design by maximizing the spectral gap

Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, Felix J. Herrmann
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3751690
https://doi.org/10.1190/image2022-3751690.1
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Proceedings Papers

Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators

Ziyi Yin, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3722848
https://doi.org/10.1190/image2022-3722848.1
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View Paper titled, Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators
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Proceedings Papers

Velocity continuation with Fourier neural operators for accelerated uncertainty quantification

Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 28–September 1, 2022
Paper Number: SEG-2022-3750475
https://doi.org/10.1190/image2022-3750475.1
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View Paper titled, Velocity continuation with Fourier neural operators for accelerated uncertainty quantification
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Proceedings Papers

Residual statics correction without NMO — A rank-based approach

Ali M. Alfaraj, Eric Verschuur, Felix J. Herrmann
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3583455
https://doi.org/10.1190/segam2021-3583455.1
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Proceedings Papers

Ultra-low memory seismic inversion with randomized trace estimation

Mathias Louboutin, Felix J. Herrmann
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3584072
https://doi.org/10.1190/segam2021-3584072.1
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View Paper titled, Ultra-low memory seismic inversion with randomized trace estimation
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Proceedings Papers

Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model

Ziyi Yin, Mathias Louboutin, Felix J. Herrmann
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3569087
https://doi.org/10.1190/segam2021-3569087.1
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View Paper titled, Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model
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Proceedings Papers

A practical workflow for land seismic wavefield recovery with weighted matrix factorization

Yijun Zhang, Felix J. Herrmann
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594419
https://doi.org/10.1190/segam2021-3594419.1
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View Paper titled, A practical workflow for land seismic wavefield recovery with weighted matrix factorization
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Proceedings Papers

Learning by example: Fast reliability-aware seismic imaging with normalizing flows

Ali Siahkoohi, Felix J. Herrmann
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3581836
https://doi.org/10.1190/segam2021-3581836.1
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View Paper titled, Learning by example: Fast reliability-aware seismic imaging with normalizing flows
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Proceedings Papers

Parameterizing uncertainty by deep invertible networks: An application to reservoir characterization

Gabrio Rizzuti, Ali Siahkoohi, Philipp A. Witte, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428150
https://doi.org/10.1190/segam2020-3428150.1
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View Paper titled, Parameterizing uncertainty by deep invertible networks: An application to reservoir characterization
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Proceedings Papers

Wavefield recovery with limited-subspace weighted matrix factorizations

Yijun Zhang, Shashin Sharan, Oscar Lopez, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428365
https://doi.org/10.1190/segam2020-3428365.1
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View Paper titled, Wavefield recovery with limited-subspace weighted matrix factorizations
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Proceedings Papers

Uncertainty quantification in imaging and automatic horizon tracking — A Bayesian deep-prior based approach

Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3417560
https://doi.org/10.1190/segam2020-3417560.1
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View Paper titled, Uncertainty quantification in imaging and automatic horizon tracking — A Bayesian deep-prior based approach
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Proceedings Papers

Weak deep priors for seismic imaging

Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3417568
https://doi.org/10.1190/segam2020-3417568.1
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View Paper titled, Weak deep priors for seismic imaging
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Proceedings Papers

Non-surface-consistent short-wavelength statics correction for dense and subsampled data: A rank-based approach

Ali M. Alfaraj, Eric Verschuur, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426918
https://doi.org/10.1190/segam2020-3426918.1
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View Paper titled, Non-surface-consistent short-wavelength statics correction for dense and subsampled data: A rank-based approach
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Proceedings Papers

Extended source imaging — A unifying framework for seismic and medical imaging

Ziyi Yin, Rafael Orozco, Philip Witte, Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426999
https://doi.org/10.1190/segam2020-3426999.1
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View Paper titled, Extended source imaging — A unifying framework for seismic and medical imaging
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Proceedings Papers

Transfer learning in large-scale ocean bottom seismic wavefield reconstruction

Mi Zhang, Ali Siahkoohi, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3427882
https://doi.org/10.1190/segam2020-3427882.1
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View Paper titled, Transfer learning in large-scale ocean bottom seismic wavefield reconstruction
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Proceedings Papers

Event-driven workflows for large-scale seismic imaging in the cloud

Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215069
https://doi.org/10.1190/segam2019-3215069.1
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View Paper titled, Event-driven workflows for large-scale seismic imaging in the cloud
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Proceedings Papers

High-frequency wavefield recovery with weighted matrix factorizations

Yijun Zhang, Shashin Sharan, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215103
https://doi.org/10.1190/segam2019-3215103.1
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View Paper titled, High-frequency wavefield recovery with weighted matrix factorizations
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Proceedings Papers

Low-rank representation of subsurface extended image volumes with power iterations

Mengmeng Yang, Marie Graff, Rajiv Kumar, Felix J. Herrmann
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215961
https://doi.org/10.1190/segam2019-3215961.1
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View Paper titled, Low-rank representation of subsurface extended image volumes with power iterations
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