Biblio
] , “Curvelet processing and imaging: adaptive ground roll removal”, in CSEG Annual Conference Proceedings, 2004.
, “Seismic ground-roll separation using sparsity promoting $\ell_1$ minimization”, The University of British Columbia, Vancouver, 2008.
, “Bayesian signal separation applied to ground-roll removal”, in SINBAD 2008, 2008.
, “Ground roll removal using non-separable wavelet transforms”, in CSEG Annual Conference Proceedings, 2004.
, “Bayesian ground-roll seperation by curvelet-domain sparsity promotion”, in SEG Technical Program Expanded Abstracts, 2008, vol. 27, pp. 2576-2580.
, “Nonlinear surface wave prediction and separation”, in EAGE 2007, 2007.
, “Curvelet applications in surface wave removal”, in EAGE Workshop on Curvelets, contourlets, seislets, … in seismic data processing - where are we and where are we going?, 2007.
, “A model based data driven dictionary learning for seismic data representation”, Geophysical Prospecting, 2017.
, “Weighted methods in sparse recovery”, SINBAD Fall consortium talks. SINBAD, 2012.
, “Analog-to-digital conversion in compressive sampling”, SINBAD Fall consortium talks. SINBAD, 2014.
, “Sparse approximations and compressive sensing: an overview”, SINBAD Fall consortium talks. SINBAD, 2010.
, “Compressed sensing with prior information”, SINBAD Fall consortium talks. SINBAD, 2011.
, “Stable sparse expansions via non-convex optimization”, in SINBAD 2008, 2008.
, “Introduction to Seismic Laboratory for Imaging and Modeling”, CSE Student Recruiting Event. 2023.
, “Learned coupled inversion for carbon sequestration monitoring and forecasting with Fourier neural operators”, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
, “Coupled physics inversion for geological carbon storage monitoring”, in International Meeting for Applied Geoscience and Energy, 2023.
, “Generative AI for full-waveform variational inference”, Georgia Tech Geophysics Seminar. 2024.
, “WISE: Full-waveform Inference with Subsurface Extensions”, ML4SEISMIC Partners Meeting. 2023.
, “Extended source imaging –- a unifying framework for seismic and medical imaging”, in SEG Technical Program Expanded Abstracts, 2020, pp. 3502-3506.
, “Solving multiphysics-based inverse problems with learned surrogates and constraints”, Advanced Modeling and Simulation in Engineering Sciences, vol. 10, 2023.
, “Simulation-based framework for geological carbon storage monitoring”, ML4SEISMIC Partners Meeting. 2022.
, “End-to-end permeability inversion from prestack time-lapse seismic data: a case study on Compass model”, ML4SEISMIC Partners Meeting. 2023.
, “Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model”, in SEG Technical Program Expanded Abstracts, 2021, pp. 3434-3438.
, “Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection”, The Leading Edge, vol. 42, pp. 69-76, 2023.