Biblio

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2023
Ziyi Yin, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection, The Leading Edge, vol. 42, pp. 69–76, 2023.
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, and Felix J. Herrmann, Learned multiphysics inversion with differentiable programming and machine learning, The Leading Edge, vol. 42, pp. 452-516, 2023.
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, and Felix J. Herrmann, Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs, Computers & Geosciences, vol. 178, p. 105402, 2023.
Yijun Zhang, Ziyi Yin, Oscar Lopez, Ali Siahkoohi, Mathias Louboutin, Rajiv Kumar, and Felix J. Herrmann, Optimized time-lapse acquisition design via spectral gap ratio minimization, Geophysics, vol. 88, pp. A19-A23, 2023.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, Reliable amortized variational inference with physics-based latent distribution correction, Geophysics, vol. 88, 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Solving multiphysics-based inverse problems with learned surrogates and constraints, Advanced Modeling and Simulation in Engineering Sciences, 2023.
Oscar Lopez, Rajiv Kumar, Nick Moldoveanu, and Felix J. Herrmann, Spectral Gap-Based Seismic Survey Design, IEEE Transactions on Geoscience and Remote Sensing, 2023.
Mathias Louboutin and Felix J. Herrmann, Wave-based inversion at scale on GPUs with randomized trace estimation, Geophysical Prospecting, 2023.
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.

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