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Ali Siahkoohi
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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
Publisher: Society of Exploration Geophysicists
Published: 01 July 2023
The Leading Edge (2023) 42 (7): 474–486.
Journal Article
Optimized time-lapse acquisition design via spectral gap ratio minimization
Yijun Zhang, Ziyi Yin, Oscar López, Ali Siahkoohi, Mathias Louboutin, Rajiv Kumar, Felix J. Herrmann
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 20 June 2023
Geophysics (2023) 88 (4): A19–A23.
Journal Article
Reliable amortized variational inference with physics-based latent distribution correction
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 13 April 2023
Geophysics (2023) 88 (3): R297–R322.
Journal Article
Deep Bayesian inference for seismic imaging with tasks
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 25 August 2022
Geophysics (2022) 87 (5): S281–S302.
Journal Article
The importance of transfer learning in seismic modeling and imaging
Journal: Geophysics
Publisher: Society of Exploration Geophysicists
Published: 09 October 2019
Geophysics (2019) 84 (6): A47–A52.