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Xiaowei Li, “A weighted $\ell_1$-minimization for distributed compressive sensing”, The University of British Columbia, Vancouver, 2015.
U
Navid Ghadermarzy, “Using prior support information in compressed sensing”, The University of British Columbia, Vancouver, 2013.
S
Xiang Li, “Sparsity promoting seismic imaging and full-waveform inversion”, The University of British Columbia, Vancouver, 2015.
Evgeniy Lebed, “Sparse signal recovery in a transform domain”, The University of British Columbia, Vancouver, 2008.
Brock Hargreaves, “Sparse signal recovery: analysis and synthesis formulations with prior support information”, The University of British Columbia, Vancouver, 2014.
Zhilong Fang, “Source estimation and uncertainty quantification for wave-equation based seismic imaging and inversion”, The University of British Columbia, Vancouver, 2018.
Ziyi Yin, “Solving geophysical inverse problems with scientific machine learning”, Georgia Institute of Technology, Atlanta, 2024.
Philipp A. Witte, “Software and algorithms for large-scale seismic inverse problems”, Georgia Institute of Technology, Atlanta, 2020.
Haneet Wason, “Simultaneous-source seismic data acquisition and processing with compressive sensing”, The University of British Columbia, Vancouver, 2017.
James Johnson, “Seismic wavefield reconstruction using reciprocity”, The University of British Columbia, Vancouver, 2013.
Catherine Dupuis, “Seismic singularity characterization with redundant dictionaries”, The University of British Columbia, Vancouver, 2005.
Mengmeng Yang, “Seismic imaging with extended image volumes and source estimation”, Georgia Institute of Technology, Atlanta, 2020.
Carson Yarham, “Seismic ground-roll separation using sparsity promoting $\ell_1$ minimization”, The University of British Columbia, Vancouver, 2008.
Fadhel Abbas Alhashim, “Seismic data processing with the parallel windowed curvelet transform”, The University of British Columbia, Vancouver, 2009.
Gilles Hennenfent, “Sampling and reconstruction of seismic wavefields in the curvelet domain”, The University of British Columbia, Vancouver, 2008.
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Tim T.Y. Lin, “Primary estimation with sparsity-promoting bi-convex optimization”, The University of British Columbia, Vancouver, 2015.
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Lloyd Fenelon, “Nonequispaced discrete curvelet transform for seismic data reconstruction”, 2008.
M
Mathias Louboutin, “Modeling for inversion in exploration geophysics”, Georgia Institute of Technology, Atlanta, 2020.
Ben B. Bougher, “Machine learning applications to geophysical data analysis”, The University of British Columbia, Vancouver, 2016.
L
Mohammad Maysami, “Lithology constraints from seismic waveforms: application to opal-A to opal-CT transition”, The University of British Columbia, Vancouver, 2008.
Yiming Zhang, “Large-scale seismic data compression: application to full waveform inversion and extended image volume”, The University of British Columbia, Vancouver, 2018.
Curt Da Silva, “Large-scale optimization algorithms for missing data completion and inverse problems”, The University of British Columbia, Vancouver, 2017.
Yijun Zhang, “Large scale wavefield reconstruction via weighted matrix factorization and seismic survey design”, Georgia Institute of Technology, Atlanta, 2023.
Shashin Sharan, “Large scale high-frequency seismic wavefield reconstruction, acquisition via rank minimization and sparsity-promoting source estimation”, Georgia Institute of Technology, Atlanta, 2020.
I
Bas Peters, “Intersections and sums of sets for the regularization of inverse problems”, The University of British Columbia, Vancouver, 2019.

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