Biblio

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Rajiv Kumar, Marie Graff-Kray, Ivan Vasconcelos, and Felix J. Herrmann, Multi-domain target-oriented imaging using extreme-scale matrix factorization, SINBAD Fall consortium talks. SINBAD, 2017.
Ting-ying Yu, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Monitoring with sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2022.
Abhinav Prakash Gahlot, Ting-ying Yu, Rafael Orozco, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Monitoring subsurface CO2 plumes with learned sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2023.
Xiang Li, Anais Tamalet, Tristan van Leeuwen, and Felix J. Herrmann, Model-space versus data-space FWI with the acoustic wave equation, SINBAD Fall consortium talks. SINBAD, 2013.
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.
Mathias Louboutin, ML4Seismic open source software environment, ML4SEISMIC Partners Meeting. 2021.
Felix J. Herrmann, Mitigating local minima in full-waveform inversion by expanding the search space with the penalty method, SINBAD Spring consortium talks. SINBAD, 2013.
Rafael Lago and Felix J. Herrmann, Minimal-residual iterative methods for time-harmonic wave-equation, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu, Migration from surface-related multiples, SINBAD Fall consortium talks. SINBAD, 2011.
Felix J. Herrmann, Meet our digital twin for geological carbon storage, ML4SEISMIC Partners Meeting. 2022.
Haoyun Li, Ziyi Yin, Olav Møyner, and Felix J. Herrmann, Maximizing CO2 injectivity within fracture pressure, ML4SEISMIC Partners Meeting. 2023.
Oscar Lopez, Keegan Lensink, Rajiv Kumar, and Henryk Modzelewski, Matrix Completion in Parallel Architectures: Julia Implementation, SINBAD Fall consortium talks. SINBAD, 2017.
Okan Akalin, Curt Da Silva, Rajiv Kumar, Ben Recht, and Felix J. Herrmann, Matrix and tensor completion for large-scale seismic interpolation: a comparative study, SINBAD Fall consortium talks. SINBAD, 2013.
Yiming Zhang, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, Massive seismic data compression & recovery w/ on-the-fly data extraction, SINBAD Fall consortium talks. SINBAD, 2017.
Marie Graff-Kray, Rajiv Kumar, and Felix J. Herrmann, Low-rank representation of omnidirectional subsurface extended image volumes, SINBAD Fall consortium talks. SINBAD, 2017.
Curt Da Silva and Felix J. Herrmann, Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising, SINBAD Spring consortium talks. SINBAD, 2014.
Rajiv Kumar, Curt Da Silva, Yiming Zhang, and Felix J. Herrmann, Low-rank methods for on-the-fly slicing & dicing of seismic data & image volumes, SINBAD Fall consortium talks. SINBAD, 2016.
Oscar Lopez, Rajiv Kumar, and Felix J. Herrmann, Low-rank matrix recovery for parallel architectures, SINBAD Fall consortium talks. SINBAD, 2016.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, Low-cost uncertainty quantification for large-scale inverse problems, ML4SEISMIC Partners Meeting. 2022.
Rajiv Kumar, Felix Oghenekohwo, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, Low-cost, randomized 3D towed-marine time-lapse seismic acquisition, SINBAD Fall consortium talks. SINBAD, 2016.
Ernie Esser, Tim T.Y. Lin, Rongrong Wang, and Felix J. Herrmann, A lifted $\ell_1$/$\ell_2$ constraint for sparse blind deconvolution, SINBAD Fall consortium talks. SINBAD, 2014.
Tim T.Y. Lin, Leveraging informed blind deconvolution techniques for the estimation of primaries by sparse inversion, SINBAD Fall consortium talks. SINBAD, 2010.
Xiang Li, Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Brendan R. Smithyman, Haneet Wason, and Felix J. Herrmann, Lessons learned from Chevron Gulf of Mexico data set, SINBAD Fall consortium talks. SINBAD, 2013.
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.

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