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Author Title [ Type(Desc)] Year
Thesis
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.
Navid Ghadermarzy, “Using prior support information in compressed sensing”, The University of British Columbia, Vancouver, 2013.
Xiaowei Li, “A weighted $\ell_1$-minimization for distributed compressive sensing”, The University of British Columbia, Vancouver, 2015.
Unpublished
Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, “ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems”. 2024.
Grant Bruer, Abhinav Prakash Gahlot, Edmond Chow, and Felix J. Herrmann, “Seismic monitoring of CO2 plume dynamics using ensemble Kalman filtering”. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, “An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring”. 2024.
Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, “WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction”. 2024.

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