Rajiv Kumar

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Felix J. HerrmannProfessor Schools of Earth and Atmospheric Sciences, Computational Science and EngineeringAdresă de e-mail confirmată pe gatech.edu
Aleksandr AravkinUniversity of WashingtonAdresă de e-mail confirmată pe uw.edu
Hassan MansourMitsubishi Electric Research LaboratoriesAdresă de e-mail confirmată pe merl.com
Benjamin RechtProfessor of EECS, University of California, BerkeleyAdresă de e-mail confirmată pe eecs.berkeley.edu
Ali SiahkoohiSimons Postdoctoral Fellow, Rice UniversityAdresă de e-mail confirmată pe rice.edu
Tristan van LeeuwenCentrum Wiskunde & InformaticaAdresă de e-mail confirmată pe cwi.nl
Curt Da SilvaGraduated PhD student from the University of British ColumbiaAdresă de e-mail confirmată pe math.ubc.ca
Ozgur YilmazProfessor, Mathematics, University of British ColumbiaAdresă de e-mail confirmată pe math.ubc.ca
Andrew J. CalvertProfessor of Geophysics, Simon Fraser UniversityAdresă de e-mail confirmată pe sfu.ca
Xiang LiBGP senior research geophysicistAdresă de e-mail confirmată pe bgprdc.com
Eldad HaberProfessor of Mathematics and Geophysics UBCAdresă de e-mail confirmată pe eoas.ubc.ca
Ajinkya KaduRayneticsAdresă de e-mail confirmată pe raynetics.com
Damek DavisVisiting Associate Professor, Statistics and Data Science, University of PennsylvaniaAdresă de e-mail confirmată pe cornell.edu
James RickettSLBAdresă de e-mail confirmată pe slb.com
Amarjeet KumarResearch Advisor at Shearwater geoservicesAdresă de e-mail confirmată pe shearwatergeo.com

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Rajiv Kumar

Senior Research Geophysicist at SLB

Adresă de e-mail confirmată pe slb.com - Pagina de pornire

WEMVA Full Waveform Inversion AVA Seismic Data Interpolation Simultaneous Source Separation


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Efficient matrix completion for seismic data reconstruction R Kumar, C Da Silva, O Akalin, AY Aravkin, H Mansour, B Recht, ... Geophysics 80 (5), V97-V114, 2015	111	2015
Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation A Aravkin, R Kumar, H Mansour, B Recht, FJ Herrmann SIAM Journal on Scientific Computing 36 (5), S237-S266, 2014	97	2014
Seismic data reconstruction with Generative Adversarial Networks A Siahkoohi, R Kumar, FJ Herrmann EAGE, 2018	80	2018
Source separation for simultaneous towed-streamer marine acquisition—A compressed sensing approach R Kumar, H Wason, FJ Herrmann Geophysics 80 (6), WD73-WD88, 2015	77	2015
Off-the-grid low-rank matrix recovery and seismic data reconstruction O López, R Kumar, Ö Yılmaz, FJ Herrmann IEEE Journal of Selected Topics in Signal Processing 10 (4), 658-671, 2016	28	2016
Seismic data interpolation and denoising using svd-free low-rank matrix factorization R Kumar, AY Aravkin, H Mansour, B Recht, FJ Herrmann 75th EAGE Conference & Exhibition incorporating SPE EUROPEC 2013, cp-348-00933, 2013	28	2013
Frugal full-waveform inversion: From theory to a practical algorithm FJ Herrmann, I Hanlon, R Kumar, T Leeuwen, X Li, B Smithyman, ... The Leading Edge 32 (9), 1082-1092, 2013	26	2013
Source separation via SVD-free rank minimization in the hierarchical semi-separable representation H Wason, R Kumar, FJ Herrmann, AY Aravkin SEG Technical Program Expanded Abstracts 2014, 120-126, 2014	23	2014
Deep Convolutional Neural Networks in prestack seismic–-two exploratory examples A Siahkoohi, M Louboutin, R Kumar, FJ Herrmann SEG, 2018	20	2018
Reconstruction of seismic wavefields via low-rank matrix factorization in the hierarchical-separable matrix representation R Kumar, H Mansour, FJ Herrmann, AY Aravkin SEG Technical Program Expanded Abstracts 2013, 3628-3633, 2013	17	2013
Fast methods for rank minimization with applications to seismic-data interpolation R Kumar, AY Aravkin, FJ Herrmann Technical Report - UBC (TR-EOAS-2012-3), 2012	17	2012
Deep-learning based ocean bottom seismic wavefield recovery A Siahkoohi, R Kumar, FJ Herrmann SEG, 2019	15	2019
Enabling numerically exact local solver for waveform-inversion—a low-rank approach R Kumar, B Willemsen, FJ Herrmann, AE Malcolm Computational Geoscience, 2018	14	2018
Massive 3D seismic data compression and inversion with hierarchical Tucker Y Zhang, CD Silva, R Kumar, FJ Herrmann SEG, 2017	13	2017
Basis Pursuit Denoise with Nonsmooth Constraints R Baraldi, R Kumar, A Aravkin IEEE Transactions on Signal Processing, 2019	12	2019
Decentralized full-waveform inversion A Kadu, R Kumar EAGE, 2018	12*	2018
A model based data driven dictionary learning for seismic data representation CE Yarman, R Kumar, J Rickett Geophysical Prospecting, 2017	12	2017
Matrix Completion on Unstructured Grids-2-D Seismic Data Regularization and Interpolation R Kumar, O López, E Esser, FJ Herrmann 77th EAGE Conference and Exhibition 2015 2015 (1), 1-5, 2015	12	2015
SVD-free Low-rank Matrix Factorization-Wavefield Reconstruction Via Jittered Subsampling and Reciprocity R Kumar, AY Aravkin, E Esser, H Mansour, FJ Herrmann 76th EAGE Conference and Exhibition 2014 2014 (1), 1-5, 2014	12	2014
Enabling uncertainty quantification for seismic data pre-processing using normalizing flows (NF)—an interpolation example R Kumar, M Kotsi, A Siahkoohi, M A SEG, 2021	11	2021

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