Biblio

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Curt Da Silva and Felix J. Herrmann, Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising, SINBAD Spring consortium talks. SINBAD, 2014.
Rajiv Kumar, Curt Da Silva, Yiming Zhang, and Felix J. Herrmann, Low-rank methods for on-the-fly slicing & dicing of seismic data & image volumes, SINBAD Fall consortium talks. SINBAD, 2016.
Oscar Lopez, Rajiv Kumar, and Felix J. Herrmann, Low-rank matrix recovery for parallel architectures, SINBAD Fall consortium talks. SINBAD, 2016.
Felix J. Herrmann, Low-rank based matrix/tensor completions for the "real" (seismic) world, in Workshop on Sparse Representations, Numerical Linear Algebra, and Optimization; Banff, 2014.
Mathias Louboutin, Ali Siahkoohi, Rongrong Wang, and Felix J. Herrmann, Low-memory stochastic backpropagation with multi-channel randomized trace estimation, TR-CSE-2021-1, 2021.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, Low-cost uncertainty quantification for large-scale inverse problems, ML4SEISMIC Partners Meeting. 2022.
Felix Oghenekohwo, Haneet Wason, Ernie Esser, and Felix J. Herrmann, Low-cost time-lapse seismic with distributed compressive sensing–-Part 1: exploiting common information among the vintages, Geophysics, vol. 82, pp. P1-P13, 2017.
Haneet Wason, Felix Oghenekohwo, and Felix J. Herrmann, Low-cost time-lapse seismic with distributed compressive sensing–-Part 2: impact on repeatability, Geophysics, vol. 82, pp. P15-P30, 2017.
Felix J. Herrmann, Mathias Louboutin, Ziyi Yin, and Philipp A. Witte, Low-cost time-lapse seismic imaging of CCS with the joint recovery model, in SEG Workshop on Geophysical Challenges in Presalt Carbonates; virtual, 2021.
Rajiv Kumar, Felix Oghenekohwo, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, Low-cost, randomized 3D towed-marine time-lapse seismic acquisition, SINBAD Fall consortium talks. SINBAD, 2016.
Mohammad Maysami and Felix J. Herrmann, Lithological constraints from seismic waveforms: application to opal-A to opal-CT transition, in SEG Technical Program Expanded Abstracts, 2008, vol. 27, pp. 2011-2015.
Xintao Chai, Mengmeng Yang, Philipp A. Witte, Rongrong Wang, Zhilong Fang, and Felix J. Herrmann, A linearized Bregman method for compressive waveform inversion, in SEG Technical Program Expanded Abstracts, 2016, pp. 1449-1454.
Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, Limitations of the deconvolutional imaging condition for two-way propagators, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 3916-3920.
Ernie Esser, Tim T.Y. Lin, Rongrong Wang, and Felix J. Herrmann, A lifted $\ell_1/\ell_2$ constraint for sparse blind deconvolution, in EAGE Annual Conference Proceedings, 2015.
Ernie Esser, Tim T.Y. Lin, Rongrong Wang, and Felix J. Herrmann, A lifted $\ell_1$/$\ell_2$ constraint for sparse blind deconvolution, SINBAD Fall consortium talks. SINBAD, 2014.
Xiang Li, Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Brendan R. Smithyman, Haneet Wason, and Felix J. Herrmann, Lessons learned from Chevron Gulf of Mexico data set, SINBAD Fall consortium talks. SINBAD, 2013.
Felix J. Herrmann, Lecture 2. Gene Golub SIAM Summer School July 4 - 15, 2011, in SLIM, 2011.
Ning Tu and Felix J. Herrmann, Least-squares migration of full wavefield with source encoding, in EAGE Annual Conference Proceedings, 2012.
Rajiv Kumar, Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, Least-squares extended imaging with surface-related multiples, in CSEG Annual Conference Proceedings, 2015.
Rajiv Kumar, Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, Least-squares extended imaging with surface-related multiples, UBC, TR-EOAS-2015-1, 2015.
Ali Siahkoohi and Felix J. Herrmann, Learning by example: fast reliability-aware seismic imaging with normalizing flows, in SEG Technical Program Expanded Abstracts, 2021, pp. 1580-1585.
Felix J. Herrmann, Ali Siahkoohi, Rafael Orozco, Gabrio Rizzuti, Philipp A. Witte, and Mathias Louboutin, Learned wave-based imaging - variational inference at scale, in Delft, 2021.
Mathias Louboutin, Rafael Orozco, Ali Siahkoohi, and Felix J. Herrmann, Learned non-linear simultenous source and corresponding supershot for seismic imaging., in International Meeting for Applied Geoscience and Energy, 2023.
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, and Felix J. Herrmann, Learned multiphysics inversion with differentiable programming and machine learning, The Leading Edge, vol. 42, pp. 452-516, 2023.
Gabrio Rizzuti, Ali Siahkoohi, and Felix J. Herrmann, Learned iterative solvers for the Helmholtz equation, in EAGE Annual Conference Proceedings, 2019.

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