Biblio

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Conference
Rajiv Kumar, Hassan Mansour, Aleksandr Y. Aravkin, and Felix J. Herrmann, Reconstruction of seismic wavefields via low-rank matrix factorization in the hierarchical-separable matrix representation, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 3628-3633.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, Reconstruction of S-waves from low-cost randomized and simultaneous acquisition by joint sparse inversion, in SEG Technical Program Expanded Abstracts, 2017, pp. 2533-2538.
Mengmeng Yang, Rajiv Kumar, Rongrong Wang, and Felix J. Herrmann, Removing density effects in LS-RTM with a low-rank matched filter, in SEG Technical Program Expanded Abstracts, 2018, pp. 4251-4255.
Rajiv Kumar, Aleksandr Y. Aravkin, Hassan Mansour, Ben Recht, and Felix J. Herrmann, Seismic data interpolation and denoising using SVD-free low-rank matrix factorization, in EAGE Annual Conference Proceedings, 2013.
Ali Siahkoohi, Rajiv Kumar, and Felix J. Herrmann, Seismic data reconstruction with Generative Adversarial Networks, in EAGE Annual Conference Proceedings, 2018.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, Seismic waveform inversion using decomposed one-way wavefields, in SEG Technical Program Expanded Abstracts, 2018, pp. 1379-1383.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, Shear wave reconstruction from low cost randomized acquisition, in EAGE Annual Conference Proceedings, 2017.
Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, and Felix J. Herrmann, A simulation-free seismic survey design by maximizing the spectral gap, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
Haneet Wason, Rajiv Kumar, Aleksandr Y. Aravkin, and Felix J. Herrmann, Source separation via SVD-free rank minimization in the hierarchical semi-separable representation, in SEG Technical Program Expanded Abstracts, 2014, pp. 120-126.
Shashin Sharan, Rajiv Kumar, Diego S. Dumani, Mathias Louboutin, Rongrong Wang, Stanislav Emelianov, and Felix J. Herrmann, Sparsity-promoting photoacoustic imaging with source estimation, in 2018 IEEE International Ultrasonics Symposium (IUS), 2018, pp. 206-212.
Rajiv Kumar, Aleksandr Y. Aravkin, Ernie Esser, Hassan Mansour, and Felix J. Herrmann, SVD-free low-rank matrix factorization : wavefield reconstruction via jittered subsampling and reciprocity, in EAGE Annual Conference Proceedings, 2014.
Oscar Lopez, Haneet Wason, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, SVD-free matrix completion in randomized marine acquisition, in SEG Workshop on Rank-Reduction and Other Sparse Transform Methods with Application to Data Reconstruction, De-Noising, De-Blending and Imaging; New Orleans, 2015.
Rajiv Kumar, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, Time-jittered marine acquisition–-a rank-minimization approach for 5D source separation, in SEG Technical Program Expanded Abstracts, 2016, pp. 119-123.
Felix Oghenekohwo, Rajiv Kumar, Ernie Esser, and Felix J. Herrmann, Time-lapse FWI with distributed compressed sensing, in Inaugural Full-Waveform Inversion Workshop, 2015.
Felix Oghenekohwo, Rajiv Kumar, Ernie Esser, and Felix J. Herrmann, Using common information in compressive time-lapse full-waveform inversion, in EAGE Annual Conference Proceedings, 2015.
Journal Article
Curt Da Silva, Yiming Zhang, Rajiv Kumar, and Felix J. Herrmann, Applications of low-rank compressed seismic data to full waveform inversion and extended image volumes, Geophysics, 2019.
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.
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.
Tristan van Leeuwen, Rajiv Kumar, and Felix J. Herrmann, Enabling affordable omnidirectional subsurface extended image volumes via probing, Geophysical Prospecting, vol. 65, pp. 385-406, 2017.
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, and Felix J. Herrmann, Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation, SIAM Journal on Scientific Computing, vol. 36, pp. S237-S266, 2014.
Felix J. Herrmann, Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Xiang Li, Brendan R. Smithyman, Eric Takam Takougang, and Haneet Wason, Frugal full-waveform inversion: from theory to a practical algorithm, The Leading Edge, vol. 32, pp. 1082-1092, 2013.
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.
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.
Can Evren Yarman, Rajiv Kumar, and James Rickett, A model based data driven dictionary learning for seismic data representation, Geophysical Prospecting, 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.

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