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Author Title [ Type(Desc)] Year
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Report
Zhilong Fang and Felix J. Herrmann, “A stochastic quasi-Newton McMC method for uncertainty quantification of full-waveform inversion”, UBC, TR-EOAS-2014-6, 2014.
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “An SVD-free Pareto curve approach to rank minimization”, UBC, TR-EOAS-2013-2, 2013.
Software
Sean Ross-Ross, Henryk Modzelewski, and Felix J. Herrmann, “SLIMPy: a python interface for unix-pipe based coordinate-free scientific computing”. 2008.
Sean Ross-Ross, Henryk Modzelewski, Cody R. Brown, and Felix J. Herrmann, “SLIMpy development and programming interface for seismic processing”. 2007.
Ewout van den Berg and Michael P. Friedlander, “SPARCO: a toolbox for testing sparse reconstruction algorithms”. 2007.
Thesis
Gilles Hennenfent, “Sampling and reconstruction of seismic wavefields in the curvelet domain”, 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.
Carson Yarham, “Seismic ground-roll separation using sparsity promoting $\ell_1$ minimization”, The University of British Columbia, Vancouver, 2008.
Mengmeng Yang, “Seismic imaging with extended image volumes and source estimation”, Georgia Institute of Technology, Atlanta, 2020.
Catherine Dupuis, “Seismic singularity characterization with redundant dictionaries”, The University of British Columbia, Vancouver, 2005.
James Johnson, “Seismic wavefield reconstruction using reciprocity”, The University of British Columbia, Vancouver, 2013.
Haneet Wason, “Simultaneous-source seismic data acquisition and processing with compressive sensing”, The University of British Columbia, Vancouver, 2017.
Philipp A. Witte, “Software and algorithms for large-scale seismic inverse problems”, Georgia Institute of Technology, Atlanta, 2020.
Ziyi Yin, “Solving geophysical inverse problems with scientific machine learning”, Georgia Institute of Technology, Atlanta, 2024.
Zhilong Fang, “Source estimation and uncertainty quantification for wave-equation based seismic imaging and inversion”, The University of British Columbia, Vancouver, 2018.
Brock Hargreaves, “Sparse signal recovery: analysis and synthesis formulations with prior support information”, The University of British Columbia, Vancouver, 2014.
Evgeniy Lebed, “Sparse signal recovery in a transform domain”, The University of British Columbia, Vancouver, 2008.
Xiang Li, “Sparsity promoting seismic imaging and full-waveform inversion”, The University of British Columbia, Vancouver, 2015.

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