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Journal Article
Curt Da Silva and Felix J. Herrmann, “A unified 2D/3D large scale software environment for nonlinear inverse problems”, ACM Transactions on Mathematical Software, 2019.
Ben B. Bougher and Felix J. Herrmann, “Using the scattering transform to predict stratigraphic units from well logs”, CSEG Recorder, vol. 41, pp. 22-25, 2016.
Mathias Louboutin and Felix J. Herrmann, “Wave-based inversion at scale on GPUs with randomized trace estimation”, Geophysical Prospecting, 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, “WISE: full-Waveform variational Inference via Subsurface Extensions”, Geophysics, vol. 89, 2024.
Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, “WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction”, Geophysics, vol. 90, 2025.
Presentation
Xiang Li and Felix J. Herrmann, “2D/3D time-stepping for imaging and inversion”, SINBAD Fall consortium talks. SINBAD, 2014.
Bas Peters, Chen Greif, and Felix J. Herrmann, “3D WRI”, SINBAD Fall consortium talks. SINBAD, 2015.
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.
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.
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.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Affordable omnidirectional image volumes extension to 3D”, SINBAD Fall consortium talks. SINBAD, 2015.
Bas Peters and Felix J. Herrmann, “Algorithms and Julia software for FWI with multiple constraints”, SINBAD Fall consortium talks. SINBAD, 2017.
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.
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, “Applications of phase retrieval methods to blind seismic deconvolution”, SINBAD Fall consortium talks. SINBAD, 2013.
Felix Oghenekohwo, Haneet Wason, and Felix J. Herrmann, “Asymmetric sampling for time-lapse surveys”, SINBAD Fall consortium talks. SINBAD, 2016.
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.
Tim T.Y. Lin and Felix J. Herrmann, “Bootstrapping robust EPSI with coarsely sampled data”, SINBAD Fall consortium talks. SINBAD, 2013.
Brock Hargreaves, Ozgur Yilmaz, and Felix J. Herrmann, “The bridge from orthogonal to redundant transforms and weighted $\ell_1$ optimization”, SINBAD Fall consortium talks. SINBAD, 2013.
Brendan R. Smithyman, Bas Peters, and Felix J. Herrmann, “Challenges and developments arising from 2D FWI of a land VSP dataset in the Permian Basin”, SINBAD Fall consortium talks. SINBAD, 2014.
Felix J. Herrmann, “Challenges and opportunities for compressive sensing in seismic acquisition”, SINBAD Fall consortium talks. SINBAD, 2011.
Felix J. Herrmann, “Challenges and opportunities in sparse wavefield inversion”, SINBAD Fall consortium talks. SINBAD, 2011.

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