Biblio

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A
Ozgur Yilmaz, Analog-to-digital conversion in compressive sampling, SINBAD Fall consortium talks. SINBAD, 2014.
Ben B. Bougher and Felix J. Herrmann, Amplitude vs. angle analysis as an unsupervised learning problem, SINBAD Fall consortium talks. SINBAD, 2016.
Ali Siahkoohi, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Amortized velocity continuation with Fourier neural operators, ML4SEISMIC Partners Meeting. 2022.
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.
Rafael Orozco, Ziyi Yin, Zeng, S., and Felix J. Herrmann, Amortized Full-Waveform Inference w/ Learned Summary Statistics, in Reduced Order and Surrogate Modeling for Digital Twins, IMSI, Chicago, 2025.
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.
Michael P. Friedlander, Algorithms for sparse optimization, SINBAD Fall consortium talks. SINBAD, 2010.
Michael P. Friedlander, Algorithms for large-scale sparse reconstruction, in SINBAD 2008, 2008.
Michael P. Friedlander, Algorithms for large-scale sparse reconstruction, in IEMS, Northwestern University, 2009.
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.
Bas Peters and Felix J. Herrmann, Algorithms and Julia software for FWI with multiple constraints, SINBAD Fall consortium talks. SINBAD, 2017.
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.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, Affordable omnidirectional image volumes extension to 3D, SINBAD Fall consortium talks. SINBAD, 2015.
Tristan van Leeuwen, Rajiv Kumar, and Felix J. Herrmann, Affordable full subsurface image volume–-an application to WEMVA, in EAGE Annual Conference Proceedings, 2015.
Abhinav Prakash Gahlot, Rafael Orozco, and Felix J. Herrmann, Advancing Geological Carbon Storage Monitoring with 3D Digital Shadow Technology. 2025.
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.
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.
Mike Warner, Adaptive waveform inversion - FWI without cycle skipping, SINBAD Spring consortium talks. SINBAD, 2014.
Felix J. Herrmann, Adaptive curvelet-domain primary-multiple separation, in SINBAD, 2008.
Felix J. Herrmann, Deli Wang, and D. J. Verschuur, Adaptive curvelet-domain primary-multiple separation, Geophysics, vol. 73, pp. A17-A21, 2008.
Hassan Mansour and Ozgur Yilmaz, Adaptive compressed sensing for video acquisition, in ICASSP, 2012.
Michael P. Friedlander and M. A. Saunders, Active-set methods for basis pursuit, in WCOM, 2008.
Michael P. Friedlander, Active-set approaches to basis pursuit denoising, in SIAM Optimization, 2008.
Felix J. Herrmann, Act normal that's crazy enough — an overview of seismic inversion with normalizing flows and surrogate modeling, Scientific Computing, Applied and Industrial Mathematics (SCAIM) Seminar. 2023.
Lina Miao and Felix J. Herrmann, Acceleration on sparse promoting seismic applications, in CSEG Annual Conference Proceedings, 2013.

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