Biblio
“Recent developments in preconditioning the FWI Hessian”, SINBAD Fall consortium talks. SINBAD, 2011.
, “Hierarchical Tucker tensor optimization - applications to tensor completion”, presented at the 07, 2013.
, “Optimization on the Hierarchical Tucker manifold - applications to tensor completion”, Linear Algebra and its Applications, vol. 481, pp. 131-173, 2015.
, “A unified 2D/3D software environment for large scale time-harmonic full waveform inversion”, SINBAD Fall consortium talks. SINBAD, 2016.
, “A unified 2D/3D large scale software environment for nonlinear inverse problems”, ACM Transactions on Mathematical Software, 2019.
, “Recent improvements to the 2/3—D imaging & inversion algorithms in the SLIM software release”, SINBAD Spring consortium talks. SINBAD, 2015.
, “A new software organization for 3D FWI”, SINBAD Fall consortium talks. SINBAD, 2015.
, “Developments in the direction of solving extremly large problems in Geophysics”, in SEG Technical Program Expanded Abstracts, 2017, pp. 4375-4378.
, “Accelerating Sparse Recovery by Reducing Chatter”, SIAM Journal on Imaging Sciences, vol. 13, pp. 1211–1239, 2020.
, “Stochastic Optimization from the perspective of dynamical systems”, SINBAD Fall consortium talks. SINBAD, 2017.
, “DeVito: fast finite difference computation”, in Super Computing (SC16), 2016.
, , “Probabilistic Joint Recovery Method for CO2 plume monitoring”, ML4SEISMIC Partners Meeting. 2024.
, , “Seismic singularity characterization with redundant dictionaries”, The University of British Columbia, Vancouver, 2005.
, “SAGE – Subsurface foundational model with AI-driven Geostatical Extraction”, ML4SEISMIC Partners Meeting. 2024.
, “De-risking Carbon Capture and Sequestration with Explainable CO$_2$ Leakage Detection in Time-lapse Seismic Monitoring Images”, in AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges, 2022.
, “De-risking GCS projects with explainable CO$_2$ leakage detection in time-lapse seismic images”, ML4SEISMIC Partners Meeting. 2022.
, , “Improved automatic seismic CO2 leakage detection via dataset augmentation”, ML4SEISMIC Partners Meeting. 2023.
, “Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations”, in International Meeting for Applied Geoscience and Energy, 2024.
, “Enhancing CO2 Leakage Detectability via Dataset Augmentation”, in International Meeting for Applied Geoscience and Energy, 2023.
, “An iterative multilevel method for computing wavefields in frequency-domain seismic inversion”, in SEG Technical Program Expanded Abstracts, 2008, vol. 27, pp. 1957-1960.
, “Seismic waveform inversion with Gauss-Newton-Krylov method”, in SEG Technical Program Expanded Abstracts, 2009, vol. 28, pp. 2357-2361.
, “Migration with implicit solvers for the time-harmonic Helmholtz equation”, in EAGE Annual Conference Proceedings, 2009.
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