Biblio

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Conference
Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, and Felix J. Herrmann, InvertibleNetworks.jl - Memory efficient deep learning in Julia, in JuliaCon, 2021.
Curt Da Silva and Felix J. Herrmann, Irregular grid tensor completion, in Workshop on Low-rank Optimization and Applications, 2015.
Gilles Hennenfent and Felix J. Herrmann, Irregular sampling: from aliasing to noise, in EAGE Annual Conference Proceedings, 2007.
Gilles Hennenfent and Felix J. Herrmann, Irregular sampling: from aliasing to noise, in EAGE Annual Conference Proceedings, 2007.
Yogi A. Erlangga and Felix J. Herrmann, An iterative multilevel method for computing wavefields in frequency-domain seismic inversion, in SEG Technical Program Expanded Abstracts, 2008, vol. 27, pp. 1957-1960.
R. A. Eso, S. Napier, Felix J. Herrmann, and D. W. Oldenburg, Iterative reconstruction algorithm for non-linear operators, in SEG Technical Program Expanded Abstracts, 2008, vol. 27, pp. 579-583.
Gilles Hennenfent, Just denoise: nonlinear recovery from randomly sampled data, in SINBAD 2007, 2007.
Felix J. Herrmann and Peyman P. Moghaddam, Just diagonalize: a curvelet-based approach to seismic amplitude recovery, in EAGE Workshop on Curvelets, contourlets, seislets, … in seismic data processing - where are we and where are we going?, 2007.
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.
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.
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.

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