Biblio

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Mathias Louboutin, Philipp A. Witte, and Felix J. Herrmann, Effects of wrong adjoints for RTM in TTI media, in SEG Technical Program Expanded Abstracts, 2018, pp. 331-335.
Mathias Louboutin, Ziyi Yin, Yijun Zhang, and Felix J. Herrmann, Sparsity promoting least-squares migration for long offset sparse OBN, in SEG Workshop on Promises and Challenges with Sparse Node Ultra-long Offset OBN Acquisition in Imaging and Earth Model Building; virtual, 2020.
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 w/ randomized implicit time shifts, SINBAD Fall consortium talks. SINBAD, 2015.
Mathias Louboutin, Michael Lange, Fabio Luporini, Navjot Kukreja, Philipp A. Witte, Felix J. Herrmann, Paulius Velesko, and Gerard J. Gorman, Devito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration, Geoscientific Model Development, 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, Gabrio Rizzuti, and Felix J. Herrmann, Time-domain Wavefield Reconstruction Inversion in a TTI medium, Georgia Institute of Technology, TR-CSE-2020-1, 2020.
Mathias Louboutin, Gerard Gorman, and Felix J. Herrmann, Optimizing the computational performance of time-domain modelling–-leveraging multiple right-hand-sides, UBC, TR-EOAS-2017-2, 2017.
Mathias Louboutin, Michael Lange, Navjot Kukreja, Fabio Luporini, Felix J. Herrmann, and Gerard Gorman, Raising the abstraction to separate concerns: enabling different physics for geophysical exploration, in SIAM Conference on Computational Science and Engineering, 2017.
Mathias Louboutin, Ali Siahkoohi, Rongrong Wang, and Felix J. Herrmann, Low-memory stochastic backpropagation with multi-channel randomized trace estimation, TR-CSE-2021-1, 2021.
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.
Mathias Louboutin, Kartha, Y., Rafael Orozco, and Felix J. Herrmann, Learned extensions for wave-based simulation and inversion, ML4SEISMIC Partners Meeting. 2022.
Mathias Louboutin, Gabrio Rizzuti, and Felix J. Herrmann, Time-Domain Wavefield Reconstruction Inversion In Tilted Transverse Isostropic Media, in SIAM Texas-Louisiana, 2020.
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 and Felix J. Herrmann, High-performance seismic applications of OPESCI, SINBAD Fall consortium talks. SINBAD, 2016.
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 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, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, Full-Waveform Inversion - Part 2: adjoint modeling, The Leading Edge, vol. 37, pp. 69-72, 2018.
Mathias Louboutin, Gerard Gorman, and Felix J. Herrmann, Optimizing the computational performance and maintainability of time-domain modelling–-leveraging multiple right-hand-sides, UBC, TR-EOAS-2016-2, 2016.
Mathias Louboutin and Felix J. Herrmann, Data driven Gradient Sampling for seismic inversion, SINBAD Fall consortium talks. SINBAD, 2017.
Mathias Louboutin, ML4Seismic open source software environment, ML4SEISMIC Partners Meeting. 2021.
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, and Felix J. Herrmann, ML4Seismic open-source software: updates and developments, ML4SEISMIC Partners Meeting. 2022.
Fabio Luporini, Mathias Louboutin, Michael Lange, Navjot Kukreja, Philipp A. Witte, Jan Hückelheim, Charles Yount, Paul H. J. Kelly, Felix J. Herrmann, and Gerard J. Gorman, Architecture and performance of Devito, a system for automated stencil computation, ACM Trans. Math. Softw., vol. 46, 2020.
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Ives Macedo, Michael P. Friedlander, and Felix J. Herrmann, A dual approach to PhaseLift via gauge programming and bundle methods, SINBAD Fall consortium talks. SINBAD, 2013.
Hassan Mansour, Beyond $\ell_1$ norm minimization for sparse signal recovery, in 2012 IEEE Statistical Signal Processing Workshop (SSP) (SSP'12), Ann Arbor, Michigan, USA, 2012.

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