Biblio
“Massive 3D seismic data compression and inversion with hierarchical Tucker”, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
, “Large-scale seismic data compression: application to full waveform inversion and extended image volume”, The University of British Columbia, Vancouver, 2018.
, , “WISE: full-Waveform variational Inference via Subsurface Extensions”, Geophysics, 2024.
, , “WISE: Full-waveform Inference with Subsurface Extensions”, ML4SEISMIC Partners Meeting. 2023.
, , “Generative AI for full-waveform variational inference”, Georgia Tech Geophysics Seminar. 2024.
, “Full-Waveform Inversion - Part 3: optimization”, The Leading Edge, vol. 37, pp. 142-145, 2018.
, “Time-domain FWI in TTI media”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Sparsity-promoting least-square migration with linearized Bregman and compressive sensing”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “Software and algorithms for large-scale seismic inverse problems”, Georgia Institute of Technology, Atlanta, 2020.
, “A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia”, Geophysics, vol. 84, pp. F57-F71, 2019.
, “Full waveform inversion with interferometric measurements”, UBC, TR-EOAS-2014-5, 2014.
, “A denoising formulation of full-waveform inversion”, in SEG Technical Program Expanded Abstracts, 2017, pp. 1594-1598.
, “Frequency down-extrapolation with TV norm minimization”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1380-1384.
, “Fast waveform inversion without source encoding”, Geophysical Prospecting, vol. 61, pp. 10-19, 2013.
, “Seismic waveform inversion by stochastic optimization”, International Journal of Geophysics, vol. 2011, 2011.
, “A dual formulation of wavefield reconstruction inversion for large-scale seismic inversion”, ML4SEISMIC Partners Meeting. 2021.
, “Time-domain Wavefield Reconstruction Inversion for large-scale seismic inversion”, in SIAM Conference on Mathematical and Computational Issues in the Geosciences, 2021.
, “Parallel reformulation of the sequential adjoint-state method”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1411-1415.
, “Intersections and sums of sets for the regularization of inverse problems”, The University of British Columbia, Vancouver, 2019.
, “Uncertainty quantification so what? Leveraging probabilistic seismic inversion for experimental design”, ML4SEISMIC Partners Meeting. 2023.
, “Fast neural FWI with amortized uncertainty quantification”, in International Meeting for Applied Geoscience and Energy, 2023.
, “Amortized Bayesian Full Waveform Inversion and Experimental Design with Normalizing Flows”, in International Meeting for Applied Geoscience and Energy, 2023.
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