Biblio
“Generative AI for full-waveform variational inference”, Georgia Tech Geophysics Seminar. 2024.
, “Intersections and sums of sets for the regularization of inverse problems”, The University of British Columbia, Vancouver, 2019.
, “A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia”, Geophysics, vol. 84, pp. F57-F71, 2019.
, “Large-scale seismic data compression: application to full waveform inversion and extended image volume”, The University of British Columbia, Vancouver, 2018.
, “Massive 3D seismic data compression and inversion with hierarchical Tucker”, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
, “Modeling for inversion in exploration geophysics”, Georgia Institute of Technology, Atlanta, 2020.
, “A new optimization approach for source-encoding full-waveform inversion”, Geophysics, vol. 78, pp. R125-R132, 2013.
, “Parallel reformulation of the sequential adjoint-state method”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1411-1415.
, “Pros and cons of full- and reduced-space methods for Wavefield Reconstruction Inversion”, in SIAM Conference on Mathematical and Computational Issues in the Geosciences, 2015.
, “Randomized algorithms in exploration seismology”, in ASEG Annual Conference Proceedings, 2015.
, “Randomized algorithms in seismic imaging”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Randomized linear algebra for inversion”, ML4SEISMIC Partners Meeting. 2021.
, “Rank minimization based seismic data processing and inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Recent developments in wave-equation based inversion technology”, in SEG Workshop on FWI; Oman, 2013.
, “Regularizing waveform inversion by projections onto convex sets”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Relax the physics and expand the search space – FWI via Wavefield Reconstruction Inversion”, in ROSE Consortium; Norway, 2014.
, “Robust inversion, dimensionality reduction, and randomized sampling”, Mathematical Programming, vol. 134, pp. 101-125, 2012.
, “Seismic waveform inversion by stochastic optimization”, International Journal of Geophysics, vol. 2011, 2011.
, “Seismic waveform inversion using decomposed one-way wavefields”, in SEG Technical Program Expanded Abstracts, 2018, pp. 1379-1383.
, “Software and algorithms for large-scale seismic inverse problems”, Georgia Institute of Technology, Atlanta, 2020.
, “Software and workflows at SLIM/SINBAD”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Source estimation and uncertainty quantification for wave-equation based seismic imaging and inversion”, The University of British Columbia, Vancouver, 2018.
, “Source estimation for wavefield-reconstruction inversion”, Geophysics, vol. 83, pp. R345-R359, 2018.
, “Sparsity-promoting least-square migration with linearized Bregman and compressive sensing”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Stochastic optimization and its application to seismic inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
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