Biblio

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Conference
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.
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, 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, 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.
Navjot Kukreja, Mathias Louboutin, Michael Lange, Fabio Luporini, and Gerard Gorman, Leveraging symbolic math for rapid development of applications for seismic modeling, in OGHPC, 2017.
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.
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.
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.
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.
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.
Curt Da Silva and Felix J. Herrmann, Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising, in EAGE Annual Conference Proceedings, 2014.
Rajiv Kumar, Marie Graff-Kray, Tristan van Leeuwen, and Felix J. Herrmann, Low-rank representation of extended image volumes––applications to imaging and velocity continuation, in SEG Technical Program Expanded Abstracts, 2018, pp. 4418-4422.
Mengmeng Yang, Marie Graff, Rajiv Kumar, and Felix J. Herrmann, Low-rank representation of subsurface extended image volumes with power iterations, in SEG Technical Program Expanded Abstracts, 2019, pp. 4470-4474.
Yiming Zhang, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, Massive 3D seismic data compression and inversion with hierarchical Tucker, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
Rajiv Kumar, Oscar Lopez, Ernie Esser, and Felix J. Herrmann, Matrix completion on unstructured grids : 2-D seismic data regularization and interpolation, in EAGE Annual Conference Proceedings, 2015.
Curt Da Silva and Felix J. Herrmann, Matrix probing and simultaneous sources: a new approach for preconditioning the Hessian, in EAGE Annual Conference Proceedings, 2012.
Bas Peters, Felix J. Herrmann, and Chen Greif, Matrix-free quadratic-penalty methods for PDE-constrained optimization, in SIAM Conference on Computational Science and Engineering, 2015.
Peyman P. Moghaddam, Felix J. Herrmann, and Christiaan C. Stolk, Migration amplitude recovery using curvelets, in CSEG Annual Conference Proceedings, 2007.
Peyman P. Moghaddam and Felix J. Herrmann, Migration preconditioning with curvelets, in SEG Technical Program Expanded Abstracts, 2004, vol. 23, pp. 2204-2207.

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