Biblio
“An Uncertainty-Aware Digital Twin for Geological Carbon Storage”, in SIAM Conference on Uncertainty Quantification, 2024.
, “Time-lapse seismic monitoring of geological carbon storage with the nonlinear joint recovery model”, ML4SEISMIC Partners Meeting. 2023.
, “Digital Twins in the Era of Generative AI: Application to Geological CO 2 Storage”, HCMF Seminar. 2024.
, “Monitoring subsurface CO2 plumes with learned sequential Bayesian inference”, ML4SEISMIC Partners Meeting. 2023.
, “Time-lapse seismic monitoring of geological carbon storage with the nonlinear joint recovery model”, in International Meeting for Applied Geoscience and Energy, 2023.
, , “Non-convex compressed sensing using partial support information”, Journal of Sampling Theory in Signal and Image Processing, vol. 13, pp. 249-270, 2014.
, “Using prior support information in approximate message passing algorithms”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Wavefield reconstruction via randomized sampling”, SINBAD Fall consortium talks. SINBAD, 2014.
, “Non-convex compressed sensing using partial support information”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Seismic trace interpolation with approximate message passing”, in SEG Technical Program Expanded Abstracts, 2014, pp. 3621-3626.
, “Using prior support information in compressed sensing”, The University of British Columbia, Vancouver, 2013.
, “Taming time through tangents”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Open Performance portablE SeismiC Imaging–-OPESCI”, SINBAD Fall consortium talks. SINBAD, 2016.
, “Effective scaling of numerical surrogates via domain-decomposed Fourier neural operators”, ML4SEISMIC Partners Meeting. 2022.
, “Distributed Fourier Neural Operators”, ML4SEISMIC Partners Meeting. 2021.
, “Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs”, Computers & Geosciences, vol. 178, p. 105402, 2023.
, “Low-rank representation of omnidirectional subsurface extended image volumes”, SINBAD Fall consortium talks. SINBAD, 2017.
, “An effective method for parameter estimation with PDE constraints with multiple right hand sides”, SIAM Journal on Optimization, vol. 22, 2012.
, “Analysis versus synthesis in weighted sparse recovery”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Sparse signal recovery: analysis and synthesis formulations with prior support information”, The University of British Columbia, Vancouver, 2014.
, “The bridge from orthogonal to redundant transforms and weighted $\ell_1$ optimization”, SINBAD Fall consortium talks. SINBAD, 2013.
, “One-norm regularized inversion: learning from the Pareto curve”, in SEG Technical Program Expanded Abstracts, 2008.
, “Seismic deconvolution revisited with curvelet frames”, in EAGE Annual Conference Proceedings, 2005.
, “Sampling and reconstruction of seismic wavefields in the curvelet domain”, The University of British Columbia, Vancouver, 2008.
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