Biblio

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Felix J. Herrmann, Ali Siahkoohi, and Gabrio Rizzuti, Learned imaging with constraints and uncertainty quantification, in Neural Information Processing Systems (NeurIPS), 2019.
Felix J. Herrmann, Ali Siahkoohi, and Gabrio Rizzuti, Learned imaging with constraints and uncertainty quantification, HotCSE Seminar. 2019.
Mathias Louboutin, Kartha, Y., Rafael Orozco, and Felix J. Herrmann, Learned extensions for wave-based simulation and inversion, ML4SEISMIC Partners Meeting. 2022.
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, Latest developments on the Chevron GOM and other datasets, SINBAD Spring consortium talks. SINBAD, 2013.
Felix J. Herrmann, Latest developments in seismic-data recovery, SINBAD Spring consortium talks. SINBAD, 2012.
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 randomized (4D) acquisition, SINBAD Fall consortium talks. SINBAD, 2014.
Felix J. Herrmann, Latest developments in marine (4D) acquisition, SINBAD Spring consortium talks. SINBAD, 2014.
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.
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.
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 and Felix J. Herrmann, A large-scale time-domain modeling and inversion workflow in Julia, SINBAD Fall consortium talks. SINBAD, 2016.
Curt Da Silva and Felix J. Herrmann, Large-scale seismic data interpolation in a parallel computing environment, SINBAD Fall consortium talks. SINBAD, 2014.
Richard Rex, Thomas J. Grady II, Rishi Khan, Ziyi Yin, and Felix J. Herrmann, Large-scale parametric PDE approximations with model-parallel Fourier neural operators, ML4SEISMIC Partners Meeting. 2023.
Philipp A. Witte, Mathias Louboutin, and Felix J. Herrmann, A large-scale framework in Julia for fast prototyping of seismic inversion algorithms, SINBAD Fall consortium talks. SINBAD, 2017.
Philipp A. Witte, Mathias Louboutin, Navjot Kukreja, Fabio Luporini, Michael Lange, Gerard J. Gorman, and Felix J. Herrmann, A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia, Geophysics, vol. 84, pp. F57-F71, 2019.
Shashin Sharan, Yijun Zhang, Oscar Lopez, and Felix J. Herrmann, Large scale high-frequency wavefield reconstruction with recursively weighted matrix factorizations, TR-CSE-2020-4, 2020.
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Rafael Lago and Felix J. Herrmann, Krylov solvers in frequency domain FWI, SINBAD Fall consortium talks. SINBAD, 2013.
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Abhinav Prakash Gahlot, Bhar, I., and Felix J. Herrmann, It's All in the Context: Sensitivity-Aware Digital Twins for Underground Storage, in SIAM Conference on Mathematical & Computational Issues in the Geosciences, Baton Rouge, 2025.
Bas Peters and Felix J. Herrmann, Iterative solution strategy for least-squares problem with a PDE-block, SINBAD Fall consortium talks. SINBAD, 2014.
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.

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