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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.
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 and Felix J. Herrmann, Wave-based inversion at scale on GPUs with randomized trace estimation, Geophysical Prospecting, 2023.
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, Philipp A. Witte, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, Full-Waveform Inversion - Part 1: forward modeling, The Leading Edge, vol. 36, pp. 1033-1036, 2017.
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, Michael Lange, Felix J. Herrmann, Navjot Kukreja, and Gerard Gorman, Performance prediction of finite-difference solvers for different computer architectures, Computers & Geosciences, vol. 105, pp. 148-157, 2017.
Oscar Lopez, Rajiv Kumar, Ozgur Yilmaz, and Felix J. Herrmann, Off-the-grid low-rank matrix recovery and seismic data reconstruction, IEEE Journal of Selected Topics in Signal Processing, vol. 10, pp. 658-671, 2016.
Oscar Lopez, Rajiv Kumar, Nick Moldoveanu, and Felix J. Herrmann, Spectral Gap-Based Seismic Survey Design, IEEE Transactions on Geoscience and Remote Sensing, 2023.
Michelle Liu, Rajiv Kumar, Eldad Haber, and Aleksandr Y. Aravkin, Simultaneous-shot inversion for PDE-constrained optimization problems with missing data, Inverse Problems, vol. 35, p. 025003, 2018.
Tim T.Y. Lin and Felix J. Herrmann, Estimation of primaries by sparse inversion with scattering-based multiple predictions for data with large gaps, Geophysics, vol. 81, pp. V183-V197, 2016.
Tim T.Y. Lin and Felix J. Herrmann, Robust estimation of primaries by sparse inversion via one-norm minimization, Geophysics, vol. 78, pp. R133-R150, 2013.
Tim T.Y. Lin and Felix J. Herrmann, Compressed wavefield extrapolation, Geophysics, vol. 72, pp. SM77-SM93, 2007.
Xiang Li, Ernie Esser, and Felix J. Herrmann, Modified Gauss-Newton full-waveform inversion explained–-why sparsity-promoting updates do matter, Geophysics, vol. 81, pp. R125-R138, 2016.
Xiang Li, Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, Fast randomized full-waveform inversion with compressive sensing, Geophysics, vol. 77, pp. A13-A17, 2012.
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Rajiv Kumar, Curt Da Silva, Okan Akalin, Aleksandr Y. Aravkin, Hassan Mansour, Ben Recht, and Felix J. Herrmann, Efficient matrix completion for seismic data reconstruction, Geophysics, vol. 80, pp. V97-V114, 2015.
Rajiv Kumar, Haneet Wason, and Felix J. Herrmann, Source separation for simultaneous towed-streamer marine acquisition –- a compressed sensing approach, Geophysics, vol. 80, pp. WD73-WD88, 2015.
Rajiv Kumar, Marie Graff-Kray, Ivan Vasconcelos, and Felix J. Herrmann, Target-oriented imaging using extended image volumes—a low-rank factorization approach, Geophysical Prospecting, vol. 67, pp. 1312-1328, 2019.
Rajiv Kumar, Haneet Wason, Shashin Sharan, and Felix J. Herrmann, Highly repeatable 3D compressive full-azimuth towed-streamer time-lapse acquisition –- a numerical feasibility study at scale, The Leading Edge, vol. 36, pp. 677-687, 2017.
Vishal Kumar, Jounada Oueity, Ron Clowes, and Felix J. Herrmann, Enhancing crustal reflection data through curvelet denoising, Technophysics, vol. 508, pp. 106-116, 2011.
Rajiv Kumar, Oscar Lopez, Damek Davis, Aleksandr Y. Aravkin, and Felix J. Herrmann, Beating level-set methods for 5D seismic data interpolation: a primal-dual alternating approach, IEEE Transactions on Computational Imaging, 2017.
Navjot Kukreja, Jan Hückelheim, Mathias Louboutin, Paul Hovland, and Gerard Gorman, Combining checkpointing and data compression to accelerate adjoint-based optimization problems, Euro-Par 2019: Parallel Processing, pp. 87-100, 2019.
Navjot Kukreja, Jan Hueckelheim, Mathias Louboutin, John Washbourne, Paul H. J. Kelly, and Gerard J. Gorman, Lossy Checkpoint Compression in Full Waveform Inversion, Geoscientific Model Development, vol. 15, pp. 3815-3829, 2022.

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