Biblio

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2019
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.
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.
Navjot Kukreja, Jan Hückelheim, Mathias Louboutin, Paul Hovland, and Gerard Gorman, Combining checkpointing and data compression to accelerate adjoint-based optimization problems, Euro-Par 2019: Parallel Processing, pp. 87-100, 2019.
Philipp A. Witte, Mathias Louboutin, Fabio Luporini, Gerard J. Gorman, and Felix J. Herrmann, Compressive least-squares migration with on-the-fly Fourier transforms, Geophysics, vol. 84, pp. R655-R672, 2019.
Mathias Louboutin, Michael Lange, Fabio Luporini, Navjot Kukreja, Philipp A. Witte, Felix J. Herrmann, Paulius Velesko, and Gerard J. Gorman, Devito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration, Geoscientific Model Development, 2019.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, Fast sparsity-promoting microseismic source estimation, Geophysical Journal International, vol. 216, pp. 164-181, 2019.
Bas Peters and Felix J. Herrmann, Generalized Minkowski sets for the regularization of inverse problems, arXiv e-prints, 2019.
Philipp A. Witte, Mathias Louboutin, Navjot Kukreja, Fabio Luporini, Michael Lange, Gerard J. Gorman, and Felix J. Herrmann, Geophysics Bright Spots: Efficient coding of large-scale seismic inversion algorithms, The Leading Edge, vol. 38, pp. 482-484, 2019.
Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, The importance of transfer learning in seismic modeling and imaging, Geophysics, 2019.
Philipp A. Witte, Mathias Louboutin, Navjot Kukreja, Fabio Luporini, Michael Lange, Gerard J. Gorman, and Felix J. Herrmann, A large-scale framework for symbolic implementations of seismic inversion algorithms in Julia, Geophysics, vol. 84, pp. F57-F71, 2019.
Rajiv Kumar, Marie Graff-Kray, Ivan Vasconcelos, and Felix J. Herrmann, Target-oriented imaging using extended image volumes—a low-rank factorization approach, Geophysical Prospecting, vol. 67, pp. 1312-1328, 2019.
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.
2018
Mathias Louboutin, Philipp A. Witte, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, Full-Waveform Inversion - Part 2: adjoint modeling, The Leading Edge, vol. 37, pp. 69-72, 2018.
Philipp A. Witte, Mathias Louboutin, Keegan Lensink, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, Full-Waveform Inversion - Part 3: optimization, The Leading Edge, vol. 37, pp. 142-145, 2018.
Bas Peters, Brendan R. Smithyman, and Felix J. Herrmann, Projection methods and applications for seismic nonlinear inverse problems with multiple constraints, Geophysics, vol. 84, pp. R251-R269, 2018.
Michelle Liu, Rajiv Kumar, Eldad Haber, and Aleksandr Y. Aravkin, Simultaneous-shot inversion for PDE-constrained optimization problems with missing data, Inverse Problems, vol. 35, p. 025003, 2018.
Zhilong Fang, Rongrong Wang, and Felix J. Herrmann, Source estimation for wavefield-reconstruction inversion, Geophysics, vol. 83, pp. R345-R359, 2018.
Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, Total-variation regularization strategies in full-waveform inversion, SIAM Journal on Imaging Sciences, vol. 11, pp. 376-406, 2018.
Zhilong Fang, Curt Da Silva, Rachel Kuske, and Felix J. Herrmann, Uncertainty quantification for inverse problems with weak partial-differential-equation constraints, Geophysics, vol. 83, pp. R629-R647, 2018.

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