Biblio
] , “Domain-specific abstractions for full-waveform inversion”, in SIAM Conference on Computational Science and Engineering, 2017.
, “An efficient penalty method for PDE-constrained optimization problem with source estimation and stochastic optimization”, in Applied Inverse Problems Annual Conference Proceedings, 2017, p. 40.
, “Fast uncertainty quantification for 2D full-waveform inversion with randomized source subsampling”, in EAGE Annual Conference Proceedings, 2014.
, “Hierarchical Tucker tensor optimization - applications to 4D seismic data interpolation”, in EAGE Annual Conference Proceedings, 2013.
, “Hierarchical Tucker tensor optimization - applications to tensor completion”, presented at the 07, 2013.
, “Irregular grid tensor completion”, in Workshop on Low-rank Optimization and Applications, 2015.
, “Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising”, in EAGE Annual Conference Proceedings, 2014.
, “Massive 3D seismic data compression and inversion with hierarchical Tucker”, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
, “Matrix probing and simultaneous sources: a new approach for preconditioning the Hessian”, in EAGE Annual Conference Proceedings, 2012.
, “Off the grid tensor completion for seismic data interpolation”, in EAGE Annual Conference Proceedings, 2015.
, “Rank minimization based seismic data processing and inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Software and workflows at SLIM/SINBAD”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Structured tensor missing-trace interpolation in the Hierarchical Tucker format”, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 3623-3627.
, “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.
, “Uncertainty quantification for inverse problems with a weak wave-equation constraint”, in WAVES 2017 –- 13th International Conference on Mathematical and Numerical Aspects of Wave Propagation, 2017, pp. 127-128.
, “Uncertainty quantification for Wavefield Reconstruction Inversion”, in EAGE Annual Conference Proceedings, 2015.
, “Uncertainty quantification for Wavefield Reconstruction Inversion using a PDE free semidefinite Hessian and randomize-then-optimize method”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1390-1394.
, “Uncertainty quantification for Wavefield Reconstruction Inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “A unified 2D/3D software environment for large scale time-harmonic full waveform inversion”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1169-1173.
, “Applications of low-rank compressed seismic data to full waveform inversion and extended image volumes”, Geophysics, 2019.
, “Efficient matrix completion for seismic data reconstruction”, Geophysics, vol. 80, pp. V97-V114, 2015.
, “Optimization on the Hierarchical Tucker manifold - applications to tensor completion”, Linear Algebra and its Applications, vol. 481, pp. 131-173, 2015.
, “Uncertainty quantification for inverse problems with weak partial-differential-equation constraints”, Geophysics, vol. 83, pp. R629-R647, 2018.
, “A unified 2D/3D large scale software environment for nonlinear inverse problems”, ACM Transactions on Mathematical Software, 2019.
, “Composite convex smooth optimization with seismic data processing applications”, SINBAD Fall consortium talks. SINBAD, 2016.