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Gabrio Rizzuti
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Journal Article

Learned multiphysics inversion with differentiable programming and machine learning

Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady, II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann
Journal: The Leading Edge
Published: 01 July 2023
The Leading Edge (2023) 42 (7): 474–486.
DOI: https://doi.org/10.1190/tle42070474.1
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Reliable amortized variational inference with physics-based latent distribution correction

Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Felix J. Herrmann
Journal: Geophysics
Published: 13 April 2023
Geophysics (2023) 88 (3): R297–R322.
DOI: https://doi.org/10.1190/geo2022-0472.1
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Deep Bayesian inference for seismic imaging with tasks

Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann
Journal: Geophysics
Published: 25 August 2022
Geophysics (2022) 87 (5): S281–S302.
DOI: https://doi.org/10.1190/geo2021-0666.1
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A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion

Gabrio Rizzuti, Mathias Louboutin, Rongrong Wang, Felix J. Herrmann
Journal: Geophysics
Published: 12 October 2021
Geophysics (2021) 86 (6): R879–R893.
DOI: https://doi.org/10.1190/geo2020-0743.1
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