Biblio

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Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Adjoint operators as summary functions in amortized Bayesian inference frameworks, ML4SEISMIC Partners Meeting. 2022.
Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, and Felix J. Herrmann, Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification, in SPIE Medical Imaging Conference, 2023.
Tristan van Leeuwen, Rajiv Kumar, and Felix J. Herrmann, Affordable full subsurface image volume–-an application to WEMVA, in EAGE Annual Conference Proceedings, 2015.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, Affordable omnidirectional image volumes extension to 3D, SINBAD Fall consortium talks. SINBAD, 2015.
Bas Peters, Chen Greif, and Felix J. Herrmann, 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.
Bas Peters and Felix J. Herrmann, Algorithms and Julia software for FWI with multiple constraints, SINBAD Fall consortium talks. SINBAD, 2017.
Bas Peters and Felix J. Herrmann, Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems, arXiv e-prints, 2019.
Michael P. Friedlander, Algorithms for large-scale sparse reconstruction, in IEMS, Northwestern University, 2009.
Michael P. Friedlander, Algorithms for large-scale sparse reconstruction, in SINBAD 2008, 2008.
Michael P. Friedlander, Algorithms for sparse optimization, SINBAD Fall consortium talks. SINBAD, 2010.
Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Amortized Bayesian Full Waveform Inversion and Experimental Design with Normalizing Flows, in International Meeting for Applied Geoscience and Energy, 2023.
Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, and Felix J. Herrmann, Amortized normalizing flows for transcranial ultrasound with uncertainty quantification, in Medical Imaging with Deep Learning, 2023.
Ali Siahkoohi, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Amortized velocity continuation with Fourier neural operators, ML4SEISMIC Partners Meeting. 2022.
Ben B. Bougher and Felix J. Herrmann, Amplitude vs. angle analysis as an unsupervised learning problem, SINBAD Fall consortium talks. SINBAD, 2016.
Ozgur Yilmaz, Analog-to-digital conversion in compressive sampling, SINBAD Fall consortium talks. SINBAD, 2014.
Brock Hargreaves, Analysis versus synthesis in weighted sparse recovery, SINBAD Fall consortium talks. SINBAD, 2012.
Mike Warner, Anisotropic 3D full-waveform inversion of the Tommeliten Alpha field, SINBAD Fall consortium talks. SINBAD, 2012.
Philipp A. Witte and Felix J. Herrmann, Anisotropic RTM applied to field data, SINBAD Fall consortium talks. SINBAD, 2015.
Ernie Esser and Felix J. Herrmann, Application of a convex phase retrieval method to blind seismic deconvolution, in EAGE Annual Conference Proceedings, 2014.
Polina Zheglova and Felix J. Herrmann, Application of matrix square root and its inverse to downward wavefield extrapolation, in EAGE Annual Conference Proceedings, 2014.
Reza Shahidi, Gang Tang, Jianwei Ma, and Felix J. Herrmann, Application of randomized sampling schemes to curvelet-based sparsity-promoting seismic data recovery, Geophysical Prospecting, vol. 61, pp. 973-997, 2013.
Gilles Hennenfent and Felix J. Herrmann, Application of stable signal recovery to seismic data interpolation, in SEG Technical Program Expanded Abstracts, 2006, pp. 2797-2801.
Evgeniy Lebed, Applications of curvelets/surfacelets to seismic data processing, in SINBAD, 2008.
Curt Da Silva, Yiming Zhang, Rajiv Kumar, and Felix J. Herrmann, Applications of low-rank compressed seismic data to full waveform inversion and extended image volumes, Geophysics, 2019.
Ernie Esser and Felix J. Herrmann, Applications of phase retrieval methods to blind seismic deconvolution, SINBAD Fall consortium talks. SINBAD, 2013.

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