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2024
Richard Rex, Avasarala, S., Grady, T., and Felix J. Herrmann, “Tucker Compression for Scalable Operator Learning in Large-Scale Parametric PDE Models”, ML4SEISMIC Partners Meeting. 2024.
2018
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, “Automatic statics and residual statics correction with low-rank approximation”, 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.
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.
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total-variation regularization strategies in full-waveform inversion”, SIAM Journal on Imaging Sciences, vol. 11, pp. 376-406, 2018.
2017
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.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, “Reconstruction of S-waves from low-cost randomized acquisition”, SINBAD Fall consortium talks. SINBAD, 2017.
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.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, “Shear wave reconstruction from low cost randomized acquisition”, in EAGE Annual Conference Proceedings, 2017.
2016
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, Tim T.Y. Lin, and Felix J. Herrmann, “Source estimation with surface-related multiples–-fast ambiguity-resolved seismic imaging”, Geophysical Journal International, vol. 205, pp. 1492-1511, 2016.
2015
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Automatic salt delineation –- Wavefield Reconstruction Inversion with convex constraints”, in SEG Technical Program Expanded Abstracts, 2015, pp. 1337-1343.
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.
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.
Rajiv Kumar, Curt Da Silva, Oscar Lopez, Aleksandr Y. Aravkin, Hassan Mansour, Haneet Wason, Ernie Esser, and Felix J. Herrmann, “Rank minimization based seismic data processing and inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total variation regularization strategies in full waveform inversion for improving robustness to noise, limited data and poor initializations”, UBC, TR-EOAS-2015-5, 2015.
2014
Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Comment on: “Application of the variable projection scheme for frequency-domain full-waveform inversion” (M. Li, J. Rickett, and A. Abubakar, Geophysics, 78, no. 6, R249–R257)”, Geophysics, vol. 79, pp. X11-X17, 2014.
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, Tim T.Y. Lin, and Felix J. Herrmann, “Fast imaging with source estimation”, SINBAD Fall consortium talks. SINBAD, 2014.
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.
Ernie Esser, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “A scaled gradient projection method for total variation regularized full waveform inversion”, SINBAD Spring consortium talks. SINBAD, 2014.
Ernie Esser, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “A scaled gradient projection method for total variation regularized full waveform inversion”, UBC, TR-EOAS-2014-2, 2014.
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.
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.
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, “Total variation constrained full waveform inversion with continuation”, SINBAD Fall consortium talks. SINBAD, 2014.
2013
Enrico Au-Yeung, Ozgur Yilmaz, and Felix J. Herrmann, “Compressed sensing, recovery of signals using random Turbo matrices”, SINBAD Fall consortium talks. SINBAD, 2013.
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, and Felix J. Herrmann, “Fast imaging with multiples and source estimation”, SINBAD Spring consortium talks. SINBAD, 2013.

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