Biblio

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Presentation
Tristan van Leeuwen, An object-oriented framework for frequency-domain FWI, SINBAD Spring consortium talks. SINBAD, 2012.
Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Normalizing flows for regularization of 3D seismic inverse problems, ML4SEISMIC Partners Meeting. 2022.
Navid Ghadermarzy, Non-convex compressed sensing using partial support information, SINBAD Fall consortium talks. SINBAD, 2012.
Rongrong Wang, Mathias Louboutin, Bas Peters, Emmanouil Daskalakis, and Felix J. Herrmann, Noise robust and time-domain formulations of Wavefield Reconstruction Inversion, SINBAD Fall consortium talks. SINBAD, 2017.
Rongrong Wang, Bas Peters, and Felix J. Herrmann, Noise reduction by using interferometric measurements, SINBAD Fall consortium talks. SINBAD, 2013.
Curt Da Silva and Felix J. Herrmann, A new software organization for 3D FWI, SINBAD Fall consortium talks. SINBAD, 2015.
Bas Peters and Felix J. Herrmann, Multi-parameter waveform inversion; exploiting the structure of penalty-methods, SINBAD Spring consortium talks. SINBAD, 2014.
Tim T.Y. Lin and Felix J. Herrmann, Multilevel acceleration strategy for REPSI, SINBAD Spring consortium talks. SINBAD, 2014.
Ali Siahkoohi, Rafael Orozco, Gabrio Rizzuti, Philipp A. Witte, Mathias Louboutin, and Felix J. Herrmann, Multifidelity conditional normalizing flows for physics-guided Bayesian inference, ML4SEISMIC Partners Meeting. 2021.
Rajiv Kumar, Marie Graff-Kray, Ivan Vasconcelos, and Felix J. Herrmann, Multi-domain target-oriented imaging using extreme-scale matrix factorization, SINBAD Fall consortium talks. SINBAD, 2017.
Ting-ying Yu, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Monitoring with sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2022.
Abhinav Prakash Gahlot, Ting-ying Yu, Rafael Orozco, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Monitoring subsurface CO2 plumes with learned sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2023.
Xiang Li, Anais Tamalet, Tristan van Leeuwen, and Felix J. Herrmann, Model-space versus data-space FWI with the acoustic wave equation, SINBAD Fall consortium talks. SINBAD, 2013.
Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, and Felix J. Herrmann, ML4Seismic open-source software: updates and developments, ML4SEISMIC Partners Meeting. 2022.
Mathias Louboutin, ML4Seismic open source software environment, ML4SEISMIC Partners Meeting. 2021.
Felix J. Herrmann, Mitigating local minima in full-waveform inversion by expanding the search space with the penalty method, SINBAD Spring consortium talks. SINBAD, 2013.
Rafael Lago and Felix J. Herrmann, Minimal-residual iterative methods for time-harmonic wave-equation, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu, Migration from surface-related multiples, SINBAD Fall consortium talks. SINBAD, 2011.
Felix J. Herrmann, Meet our digital twin for geological carbon storage, ML4SEISMIC Partners Meeting. 2022.
Haoyun Li, Ziyi Yin, Olav Møyner, and Felix J. Herrmann, Maximizing CO2 injectivity within fracture pressure, ML4SEISMIC Partners Meeting. 2023.
Oscar Lopez, Keegan Lensink, Rajiv Kumar, and Henryk Modzelewski, Matrix Completion in Parallel Architectures: Julia Implementation, SINBAD Fall consortium talks. SINBAD, 2017.
Okan Akalin, Curt Da Silva, Rajiv Kumar, Ben Recht, and Felix J. Herrmann, Matrix and tensor completion for large-scale seismic interpolation: a comparative study, SINBAD Fall consortium talks. SINBAD, 2013.
Yiming Zhang, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, Massive seismic data compression & recovery w/ on-the-fly data extraction, SINBAD Fall consortium talks. SINBAD, 2017.
Marie Graff-Kray, Rajiv Kumar, and Felix J. Herrmann, Low-rank representation of omnidirectional subsurface extended image volumes, SINBAD Fall consortium talks. SINBAD, 2017.
Curt Da Silva and Felix J. Herrmann, Low-rank promoting transformations and tensor interpolation - applications to seismic data denoising, SINBAD Spring consortium talks. SINBAD, 2014.

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