Biblio
, “Matrix probing and simultaneous sources: a new approach for preconditioning the Hessian”, in EAGE Annual Conference Proceedings, 2012.
, “Structured tensor formats for missing-trace interpolation and beyond”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Irregular grid tensor completion”, in Workshop on Low-rank Optimization and Applications, 2015.
, “Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising”, SINBAD Spring consortium talks. SINBAD, 2014.
, “Large-scale optimization algorithms for missing data completion and inverse problems”, The University of British Columbia, Vancouver, 2017.
, “Off the grid tensor completion for seismic data interpolation”, in EAGE Annual Conference Proceedings, 2015.
, “Hierarchical Tucker tensor optimization - applications to 4D seismic data interpolation”, SINBAD Spring consortium talks. SINBAD, 2013.
, “Hierarchical Tucker tensor optimization - applications to 4D seismic data interpolation”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Curvelet processing and imaging: 4-D adaptive subtraction”, in CSEG Annual Conference Proceedings, 2004.
, “Efficient and scalable posterior surrogate for seismic inversion via wavelet score-based generative models”, in International Meeting for Applied Geoscience and Energy, 2025.
, “Multiscale Wavelet Score-based Posterior Approximations for Seismic Inversion”, in ML4SEISMIC Partners Meeting, 2025.
, “A linearized Bregman method for compressive waveform inversion”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1449-1454.
, “Our findings on the Chevron benchmark dataset”, SINBAD Fall consortium talks. SINBAD, 2012.
, “FWI from the West Coasts: lessons learned from "Gulf of Mexico Imaging Challenges: What Can Full Waveform Inversion Achieve?"”, in SEG Workshop on FWI; Las Vegas, 2012.
, “Seismic monitoring of CO2 plume dynamics using ensemble Kalman filtering”, ML4SEISMIC Partners Meeting. 2024.
, “CO2 reservoir monitoring through Bayesian data assimilation”, ML4SEISMIC Partners Meeting. 2023.
, “Seismic monitoring of CO2 using ensemble Kalman filtering”, 2025 Georgia Scientific Computing Symposium. 2025.
, “Seismic monitoring of CO2 plume dynamics using ensemble Kalman filtering”, Transactions on Geoscience and Remote Sensing, 2025.
, “Prediction of stratigraphic units from spectral co-occurance coefficients of well logs”, in CSEG Annual Conference Proceedings, 2015.
, “Using the scattering transform to predict stratigraphic units from well logs”, CSEG Recorder, vol. 41, pp. 22-25, 2016.
, “Amplitude vs. angle analysis as an unsupervised learning problem”, SINBAD Fall consortium talks. SINBAD, 2016.
, “AVA classification as an unsupervised machine-learning problem”, in SEG Technical Program Expanded Abstracts, 2016, pp. 553-556.
, “Machine learning applications to geophysical data analysis”, The University of British Columbia, Vancouver, 2016.
, “Temporal blocking of finite-difference stencil operators with sparse "off-the-grid" sources”, in IEEE International Parallel and Distributed Processing Symposium, 2021.
, “Seismic Dataset Curation from UK National Data Repository to Validate SAGE and WISE”, in ML4SEISMIC Partners Meeting, 2025.

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