Biblio
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“Neural wave-based imaging with amortized uncertainty quantification”, ICL Seminar. 2024.
, “Generative Seismic Kriging with Normalizing Flows”, in International Meeting for Applied Geoscience and Energy, 2023.
, “Adjoint operators as summary functions in amortized Bayesian inference frameworks”, ML4SEISMIC Partners Meeting. 2022.
, “Normalizing Flows for Bayesian Experimental Design in Imaging Applications”, in EAGE Annual Conference Proceedings, 2024.
, “Uncertainty quantification so what? Leveraging probabilistic seismic inversion for experimental design”, ML4SEISMIC Partners Meeting. 2023.
, “Kronecker product optimization in SPOT”, SINBAD Fall consortium talks. SINBAD, 2010.
, “Convex & non-convex constraint sets for full-waveform inversion”, SINBAD Fall consortium talks. SINBAD, 2016.
, “Simultaneous estimation of wavefields and medium parameters - reduced-space versus full-space waveform inversion”, in SEG Workshop on The Limit of FWI in Subsurface Parameter Recovery; New Orleans, 2015.
, “Generalized Minkowski sets for the regularization of inverse problems”, in SIAM Conference on Mathematical and Computational Issues in the Geosciences, 2019.
, “Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems”, arXiv e-prints, 2019.
, “Multi-parameter waveform inversion; exploiting the structure of penalty-methods”, SINBAD Spring consortium talks. SINBAD, 2014.
, “Algorithms and Julia software for FWI with multiple constraints”, SINBAD Fall consortium talks. SINBAD, 2017.
, “A quadratic-penalty full-space method for waveform inversion”, SINBAD Fall consortium talks. SINBAD, 2015.
, “An algorithm for solving least-squares problems with a Helmholtz block and multiple right-hand-sides”, in International Conference On Preconditioning Techniques For Scientific And Industrial Applications, 2015.
, “A numerical solver for least-squares sub-problems in 3D wavefield reconstruction inversion and related problem formulations”, in SEG Technical Program Expanded Abstracts, 2019, pp. 1536-1540.
, “3D WRI”, SINBAD Fall consortium talks. SINBAD, 2015.
, “Examples from the penalty-method”, SINBAD Fall consortium talks. SINBAD, 2013.
, “Wavefield-reconstruction inversion”, in Conference on Applied Inverse Problems, 2015.
, “Single- and multi-parameter WRI –- synthetic examples”, SINBAD Fall consortium talks. SINBAD, 2014.
, “Constraints versus penalties for edge-preserving full-waveform inversion”, The Leading Edge, vol. 36, pp. 94-100, 2017.
, “Solving WRI’s data-augmented wave equation in 3D”, SINBAD Spring consortium talks. SINBAD, 2015.
, “Regularizing waveform inversion by projection onto intersections of convex sets”, UBC, TR-EOAS-2015-4, 2015.
, “Wave-equation based inversion with the penalty method: adjoint-state versus wavefield-reconstruction inversion”, in EAGE Annual Conference Proceedings, 2014.
, “Intersections and sums of sets for the regularization of inverse problems”, in Canadian Mathematical Society Winter Meeting, 2018.
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