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Presentation
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.
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.
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.
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.
Haneet Wason, Rajiv Kumar, Felix Oghenekohwo, and Felix J. Herrmann, “Latest developments in randomized marine acquisition and source separation”, SINBAD Spring consortium talks. SINBAD, 2015.
Felix J. Herrmann, Rajiv Kumar, Haneet Wason, Shashin Sharan, and Felix Oghenekohwo, “Highly repeatable 3D compressive full-azimuth towed-streamer time-lapse acquisition –- a numerical feasibility study at scale”, SINBAD Fall consortium talks. SINBAD, 2017.
Oscar Lopez and Rajiv Kumar, “A Guide for Successful Low-Rank Matrix Recovery in Seismic Applications”, SINBAD Fall consortium talks. SINBAD, 2017.
Rajiv Kumar, Nick Moldoveanu, Keegan Lensink, and Felix J. Herrmann, “Full-azimuth seismic data processing w/ coil acquisition”, SINBAD Fall consortium talks. SINBAD, 2017.
Rajiv Kumar, Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, “Extended images in action –- image gather with surface-related multiples”, SINBAD Fall consortium talks. SINBAD, 2014.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Extended images in action: efficient WEMVA via randomized probing”, SINBAD Fall consortium talks. SINBAD, 2013.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Extended images in action: efficient AVA via probing”, SINBAD Fall consortium talks. SINBAD, 2013.
Rajiv Kumar, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, “Efficient large-scale 5D seismic data acquisition and processing using rank-minimization”, SINBAD Fall consortium talks. SINBAD, 2016.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Affordable omnidirectional image volumes extension to 3D”, SINBAD Fall consortium talks. SINBAD, 2015.
Journal Article
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.
Oscar Lopez, Rajiv Kumar, Nick Moldoveanu, and Felix J. Herrmann, “Spectral Gap-Based Seismic Survey Design”, IEEE Transactions on Geoscience and Remote Sensing, 2023.
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.
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.
Yijun Zhang, Ziyi Yin, Oscar Lopez, Ali Siahkoohi, Mathias Louboutin, Rajiv Kumar, and Felix J. Herrmann, “Optimized time-lapse acquisition design via spectral gap ratio minimization”, Geophysics, vol. 88, pp. A19-A23, 2023.
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.
Can Evren Yarman, Rajiv Kumar, and James Rickett, “A model based data driven dictionary learning for seismic data representation”, Geophysical Prospecting, 2017.
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.
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.

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