Biblio

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H
Felix J. Herrmann, Imaging/Inversion with irregular/random sampled spatial arrays, in SEG-AGU Workshop on Advances in Active + Passive "Full Wavefield" Seismic Imaging: From Reservoirs to Plate Tectonics, 2014.
Felix J. Herrmann, Wavefield-Reconstruction Inversion — WRI, in Inaugural Full-Waveform Inversion Workshop, 2015.
Felix J. Herrmann, Digital twins in the era of generative AI, The Leading Edge, vol. 42, 2023.
L
Michael Lange, Navjot Kukreja, Mathias Louboutin, Fabio Luporini, Felippe Vieira Zacarias, Vincenzo Pandolfo, Paulius Velesko, Paulius Kazakas, and Gerard Gorman, Devito: Towards a generic finite difference DSL using symbolic python, in 6th Workshop on Python for High-Performance and Scientific Computing, 2016, pp. 67-75.
Xiang Li and Felix J. Herrmann, Sparsity-promoting migration accelerated by message passing, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-6.
Tim T.Y. Lin and Felix J. Herrmann, Mitigating data gaps in the estimation of primaries by sparse inversion without data reconstruction, in SEG Technical Program Expanded Abstracts, 2014, pp. 4157-4161.
Tim T.Y. Lin, Primary estimation with sparsity-promoting bi-convex optimization, The University of British Columbia, Vancouver, 2015.
Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Yijun Zhang, Philipp A. Witte, Gabrio Rizzuti, and Felix J. Herrmann, Abstractions for at-scale seismic inversion, in Rice Oil and Gas High Performance Computing Conference 2022, 2022, p. Thursday Workshop: Devito Training and Hackathon.
Mathias Louboutin and Felix J. Herrmann, Randomized linear algebra for inversion, ML4SEISMIC Partners Meeting. 2021.
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 and Felix J. Herrmann, Time compressively sampled full-waveform inversion with stochastic optimization, in SEG Technical Program Expanded Abstracts, 2015, pp. 5153-5157.
Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, Accelerating innovation with software abstractions for scalable computational geophysics, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
Mathias Louboutin and Felix J. Herrmann, Extending the search space of time-domain adjoint-state FWI with randomized implicit time shifts, in EAGE Annual Conference Proceedings, 2017.
Mathias Louboutin, Lluís Guasch, and Felix J. Herrmann, Data normalization strategies for full-waveform inversion, in EAGE Annual Conference Proceedings, 2017.
Mathias Louboutin and Felix J. Herrmann, Ultra-low memory seismic inversion with randomized trace estimation, in SEG Technical Program Expanded Abstracts, 2021, pp. 787-791.
Mathias Louboutin, Modeling for inversion in exploration geophysics, Georgia Institute of Technology, Atlanta, 2020.
Mathias Louboutin and Felix J. Herrmann, Enabling wave-based inversion on GPUs with randomized trace estimation, in EAGE Annual Conference Proceedings, 2022, p. Seismic Wave Modelling and Least Square Migration 2 session.
T
Ning Tu and Felix J. Herrmann, Fast imaging with surface-related multiples by sparse inversion, Geophysical Journal International, vol. 201, pp. 304-317, 2015.
Ning Tu, Fast imaging with surface-related multiples, The University of British Columbia, Vancouver, 2015.

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