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Unpublished
Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, “ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems”. 2024.
Presentation
Ernie Esser, Lluís Guasch, and Felix J. Herrmann, “Automatic salt delineation — Wavefield Reconstruction Inversion with convex constraints”, SINBAD Spring consortium talks. SINBAD, 2015.
Ernie Esser, Lluís Guasch, and Felix J. Herrmann, “Automatic salt delineation — Wavefield Reconstruction Inversion with convex constraints”, SINBAD Fall consortium talks. SINBAD, 2015.
Felix Oghenekohwo, Haneet Wason, and Felix J. Herrmann, “Asymmetric sampling for time-lapse surveys”, SINBAD Fall consortium talks. SINBAD, 2016.
Ernie Esser and Felix J. Herrmann, “Applications of phase retrieval methods to blind seismic deconvolution”, SINBAD Fall consortium talks. SINBAD, 2013.
Philipp A. Witte and Felix J. Herrmann, “Anisotropic RTM applied to field data”, SINBAD Fall consortium talks. SINBAD, 2015.
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.
Bas Peters and Felix J. Herrmann, “Algorithms and Julia software for FWI with multiple constraints”, SINBAD Fall consortium talks. SINBAD, 2017.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Affordable omnidirectional image volumes extension to 3D”, SINBAD Fall consortium talks. SINBAD, 2015.
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.
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.
Art Petrenko, Tristan van Leeuwen, Diego Oriato, Simon Tilbury, and Felix J. Herrmann, “Accelerating an iterative Helmholtz solver with FPGAs”, SINBAD Spring consortium talks. SINBAD, 2014.
Art Petrenko, Tristan van Leeuwen, Felix J. Herrmann, Diego Oriato, and Simon Tilbury, “Accelerating an iterative Helmholtz solver with FPGAs”, SINBAD Fall consortium talks. SINBAD, 2013.
Journal Article
Fabio Luporini, Mathias Louboutin, Michael Lange, Navjot Kukreja, Philipp A. Witte, Jan Hückelheim, Charles Yount, Paul H. J. Kelly, Felix J. Herrmann, and Gerard J. Gorman, “Architecture and performance of Devito, a system for automated stencil computation”, ACM Trans. Math. Softw., vol. 46, 2020.
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.
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.
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.
Felix J. Herrmann, Deli Wang, and D. J. Verschuur, “Adaptive curvelet-domain primary-multiple separation”, Geophysics, vol. 73, pp. A17-A21, 2008.
Emmanouil Daskalakis, Felix J. Herrmann, and Rachel Kuske, “Accelerating Sparse Recovery by Reducing Chatter”, SIAM Journal on Imaging Sciences, vol. 13, pp. 1211–1239, 2020.
Conference
Ben B. Bougher and Felix J. Herrmann, “AVA classification as an unsupervised machine-learning problem”, in SEG Technical Program Expanded Abstracts, 2016, pp. 553-556.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “AVA analysis and geological dip estimation via two-way wave-equation based extended images”, in SEG Technical Program Expanded Abstracts, 2013, vol. 32, pp. 423-427.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, “Automatic statics and residual statics correction with low-rank approximation”, in EAGE Annual Conference Proceedings, 2018.
Ernie Esser, Lluís Guasch, and Felix J. Herrmann, “Automatic salt flooding with hinged FWI”, in SEG Workshop on Subsalt model buiding long to short wavelengths; New Orleans, 2015.
Felix J. Herrmann, “Automatic salt flooding with constrained wavefield reconstruction inversion”, in SEG Summer Research Workshop on FWI Applications from Imaging to Reservoir Characterization; Houston, 2015.

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