Biblio
“Robust full-waveform inversion using the Student's t-distribution”, in SEG Technical Program Expanded Abstracts, 2011, vol. 30, pp. 2669-2673.
, “Sparse seismic imaging using variable projection”, in ICASSP, 2013.
, “Robust FWI using Student's t-distribution”, in ICIAM, 2011.
, “Sparsity promoting formulations and algorithms for FWI”, in ICIAM, 2011.
, “A nonlinear sparsity promoting formulation and algorithm for full waveform inversion”, in EAGE Annual Conference Proceedings, 2011.
, “Robust inversion, dimensionality reduction, and randomized sampling”, Mathematical Programming, vol. 134, pp. 101-125, 2012.
, “A unified 2D/3D large scale software environment for nonlinear inverse problems”, ACM Transactions on Mathematical Software, 2019.
, “Large-scale optimization algorithms for missing data completion and inverse problems”, The University of British Columbia, Vancouver, 2017.
, “Stochastic optimization and its application to seismic inversion”, in Inaugural Full-Waveform Inversion Workshop, 2015.
, “An efficient penalty method for PDE-constrained optimization problem with source estimation and stochastic optimization”, in Applied Inverse Problems Annual Conference Proceedings, 2017, p. 40.
, “Exact regularization of convex programs”, SIAM Journal on Optimization, vol. 18, pp. 1326-1350, 2007.
, “Hybrid deterministic-stochastic methods for data fitting”, SIAM Journal on Scientific Computing, vol. 34, pp. A1380-A1405, 2012.
, “An effective method for parameter estimation with PDE constraints with multiple right hand sides”, SIAM Journal on Optimization, vol. 22, 2012.
, “Simply denoise: wavefield reconstruction via jittered undersampling”, Geophysics, vol. 73, pp. V19-V28, 2008.
, “New insights into one-norm solvers from the Pareto curve”, Geophysics, vol. 73, pp. A23-A26, 2008.
, “Efficient least-squares imaging with sparsity promotion and compressive sensing”, Geophysical Prospecting, vol. 60, pp. 696-712, 2012.
, “A modified, sparsity promoting, Gauss-Newton algorithm for seismic waveform inversion”, in Proc. SPIE, 2011.
, “Randomized sampling and sparsity: getting more information from fewer samples”, Geophysics, vol. 75, pp. WB173-WB187, 2010.
, “A penalty method for PDE-constrained optimization”, UBC, WO 2014/172787, 2014.
, “FWI with sparse recovery: a convex-composite approach”, in ICIAM, 2011.
, “Frugal full-waveform inversion: from theory to a practical algorithm”, The Leading Edge, vol. 32, pp. 1082-1092, 2013.
, “Accelerated large-scale inversion with message passing”, in SEG Technical Program Expanded Abstracts, 2012, vol. 31, pp. 1-6.
, “Fast methods for rank minimization with applications to seismic-data interpolation”, Department of Earth and Ocean Sciences, University of British Columbia, Vancouver, TR-EOAS-2012-3, 2012.
, “Source separation for simultaneous towed-streamer marine acquisition –- a compressed sensing approach”, Geophysics, vol. 80, pp. WD73-WD88, 2015.
, “Maximizing CO2 injectivity within fracture pressure”, ML4SEISMIC Partners Meeting. 2023.
,