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Rajiv Kumar, Oscar Lopez, Ernie Esser, and Felix J. Herrmann, “Matrix completion on unstructured grids : 2-D seismic data regularization and interpolation”, in EAGE Annual Conference Proceedings, 2015.
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.
Yiming Zhang, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, “Massive 3D seismic data compression and inversion with hierarchical Tucker”, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
Rafael Orozco, Huseyin Tuna Erdinc, Souza, T., Yunlin Zeng, Ziyi Yin, and Felix J. Herrmann, “Machine-learning enabled velocity-model building with uncertainty quantification”, ML4SEISMIC Partners Meeting. 2024.
Rafael Orozco, Huseyin Tuna Erdinc, Yunlin Zeng, and Felix J. Herrmann, “Machine learning-enabled velocity model building with uncertainty quantification”. 2024.
Ben B. Bougher, “Machine learning applications to geophysical data analysis”, The University of British Columbia, Vancouver, 2016.
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Mengmeng Yang, Marie Graff, Rajiv Kumar, and Felix J. Herrmann, “Low-rank representation of subsurface extended image volumes with power iterations”, in SEG Technical Program Expanded Abstracts, 2019, pp. 4470-4474.
Mengmeng Yang, Marie Graff, Rajiv Kumar, and Felix J. Herrmann, “Low-rank representation of omnidirectional subsurface extended image volumes”, Geophysics, vol. 86, p. 1MJ-WA152, 2021.
Marie Graff-Kray, Rajiv Kumar, and Felix J. Herrmann, “Low-rank representation of omnidirectional subsurface extended image volumes”, SINBAD Fall consortium talks. SINBAD, 2017.
Rajiv Kumar, Marie Graff-Kray, Tristan van Leeuwen, and Felix J. Herrmann, “Low-rank representation of extended image volumes––applications to imaging and velocity continuation”, in SEG Technical Program Expanded Abstracts, 2018, pp. 4418-4422.
Curt Da Silva and Felix J. Herrmann, “Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising”, in EAGE Annual Conference Proceedings, 2014.
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.
Felix J. Herrmann, “Low-rank based matrix/tensor completions for the "real" (seismic) world”, in Workshop on Sparse Representations, Numerical Linear Algebra, and Optimization; Banff, 2014.
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.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, “Low-cost uncertainty quantification for large-scale inverse problems”, ML4SEISMIC Partners Meeting. 2022.
Haneet Wason, Felix Oghenekohwo, and Felix J. Herrmann, “Low-cost time-lapse seismic with distributed compressive sensing–-Part 2: impact on repeatability”, Geophysics, vol. 82, pp. P15-P30, 2017.
Felix Oghenekohwo, Haneet Wason, Ernie Esser, and Felix J. Herrmann, “Low-cost time-lapse seismic with distributed compressive sensing–-Part 1: exploiting common information among the vintages”, Geophysics, vol. 82, pp. P1-P13, 2017.
Felix J. Herrmann, Mathias Louboutin, Ziyi Yin, and Philipp A. Witte, “Low-cost time-lapse seismic imaging of CCS with the joint recovery model”, in SEG Workshop on Geophysical Challenges in Presalt Carbonates; virtual, 2021.
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.
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.
Mohammad Maysami, “Lithology constraints from seismic waveforms: application to opal-A to opal-CT transition”, The University of British Columbia, Vancouver, 2008.

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