Biblio

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Author Title [ Type(Desc)] Year
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Conference
Z. Deng, Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, Time-lapse full-waveform inversion with uncertainty quantification, in International Meeting for Applied Geoscience and Energy, 2025.
Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, Time-lapse seismic monitoring of geological carbon storage with the nonlinear joint recovery model, in International Meeting for Applied Geoscience and Energy, 2023.
Mi Zhang, Ali Siahkoohi, and Felix J. Herrmann, Transfer learning in large-scale ocean bottom seismic wavefield reconstruction, in SEG Technical Program Expanded Abstracts, 2020, pp. 1666-1670.
Mathias Louboutin and Felix J. Herrmann, Ultra-low memory seismic inversion with randomized trace estimation, in SEG Technical Program Expanded Abstracts, 2021, pp. 787-791.
Zhilong Fang, Chia Ying Lee, Curt Da Silva, Tristan van Leeuwen, and Felix J. Herrmann, Uncertainty quantification for Wavefield Reconstruction Inversion using a PDE free semidefinite Hessian and randomize-then-optimize method, in SEG Technical Program Expanded Abstracts, 2016, pp. 1390-1394.
Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach, in SEG Technical Program Expanded Abstracts, 2020, pp. 1636-1640.
Abhinav Prakash Gahlot, Haoyun Li, and Felix J. Herrmann, Uncertainty-aware Digital Twins for Monitoring and Optimizing of Geological Carbon Storage, in Net-Zero Emissions: Critical Minerals, Hydrogen, Nuclear, Geothermal, Wind, CCUS, and AI, SEG Workshop, 2026.
Curt Da Silva and Felix J. Herrmann, A unified 2D/3D software environment for large scale time-harmonic full waveform inversion, in SEG Technical Program Expanded Abstracts, 2016, pp. 1169-1173.
Tim T.Y. Lin and Felix J. Herrmann, Unified compressive sensing framework for simultaneous acquisition with primary estimation, in SEG Technical Program Expanded Abstracts, 2009, vol. 28, pp. 3113-3117.
Richard Rex, Ziyi Yin, and Felix J. Herrmann, Velocity Continuation for Common Image Gathers with Fourier Neural Operators, in International Meeting for Applied Geoscience and Energy, 2024.
Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, Velocity continuation with Fourier neural operators for accelerated uncertainty quantification, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
Felix J. Herrmann, Ernie Esser, Tristan van Leeuwen, and Bas Peters, Wavefield Reconstruction Inversion (WRI) – a new take on wave-equation based inversion, in SEG Workshop on Full Waveform Inversion - Elastic Approaches and Issues with Anisotropy, Nonshallow Inversion, Poor Starting Model; Denver, 2014.
Yijun Zhang, Shashin Sharan, Oscar Lopez, and Felix J. Herrmann, Wavefield recovery with limited-subspace weighted matrix factorizations, in SEG Technical Program Expanded Abstracts, 2020, pp. 2858-2862.
Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Weak deep priors for seismic imaging, in SEG Technical Program Expanded Abstracts, 2020, pp. 2998-3002.
S. Zeng, Haoyun Li, Abhinav Prakash Gahlot, and Felix J. Herrmann, Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models, in International Meeting for Applied Geoscience and Energy, 2025.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, WISER: full-Waveform variational Inference via Subsurface Extensions with Refinements, in International Meeting for Applied Geoscience and Energy, 2024.
Presentation
Rafael Orozco, Ziyi Yin, Mathias Louboutin, Zeng, S., and Felix J. Herrmann, Amortized Full-Waveform Inference w/ Learned Summary Statistics, FWI Beyond Structure Interpretation — Benefits and Challenges, SEG workshop. 2026.

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