Biblio

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Philipp A. Witte, Mathias Louboutin, Gerard Gorman, and Felix J. Herrmann, A large-scale time-domain seismic modeling and inversion workflow in Julia, UBC, TR-EOAS-2017-1, 2017.
Philipp A. Witte, Mathias Louboutin, and Felix J. Herrmann, Large-scale workflows for wave-equation based inversion in Julia, in SIAM Conference on Computational Science and Engineering, 2017.
Mathias Louboutin, Michael Lange, Fabio Luporini, Navjot Kurjeka, Jan Hueckelheim, Gerard Gorman, Philipp A. Witte, and Felix J. Herrmann, Latest developments in Devito, SINBAD Fall consortium talks. SINBAD, 2017.
Felix J. Herrmann, Latest developments in marine (4D) acquisition, SINBAD Spring consortium talks. SINBAD, 2014.
Felix J. Herrmann, Latest developments in randomized (4D) acquisition, SINBAD Fall consortium talks. SINBAD, 2014.
Haneet Wason, Rajiv Kumar, Felix Oghenekohwo, and Felix J. Herrmann, Latest developments in randomized marine acquisition and source separation, SINBAD Spring consortium talks. SINBAD, 2015.
Felix J. Herrmann, Latest developments in seismic-data recovery, SINBAD Spring consortium talks. SINBAD, 2012.
Felix J. Herrmann, Latest developments on the Chevron GOM and other datasets, SINBAD Spring consortium talks. SINBAD, 2013.
Ziyi Yin, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
Mathias Louboutin, Kartha, Y., Rafael Orozco, and Felix J. Herrmann, Learned extensions for wave-based simulation and inversion, ML4SEISMIC Partners Meeting. 2022.
Felix J. Herrmann, Ali Siahkoohi, and Gabrio Rizzuti, Learned imaging with constraints and uncertainty quantification, HotCSE Seminar. 2019.
Felix J. Herrmann, Ali Siahkoohi, and Gabrio Rizzuti, Learned imaging with constraints and uncertainty quantification, in Neural Information Processing Systems (NeurIPS), 2019.
Gabrio Rizzuti, Ali Siahkoohi, and Felix J. Herrmann, Learned iterative solvers for the Helmholtz equation, in EAGE Annual Conference Proceedings, 2019.
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.
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.
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.
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.
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.
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.
Ning Tu and Felix J. Herrmann, Least-squares migration of full wavefield with source encoding, in EAGE Annual Conference Proceedings, 2012.
Felix J. Herrmann, Lecture 2. Gene Golub SIAM Summer School July 4 - 15, 2011, in SLIM, 2011.
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.
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.
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.
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.

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