Biblio

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Rajiv Kumar, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, Efficient large-scale 5D seismic data acquisition and processing using rank-minimization, SINBAD Fall consortium talks. SINBAD, 2016.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, High resolution microseismic source collocation, SINBAD Fall consortium talks. SINBAD, 2016.
Felix J. Herrmann, Rajiv Kumar, Haneet Wason, Shashin Sharan, and Felix Oghenekohwo, Highly repeatable 3D compressive full-azimuth towed-streamer time-lapse acquisition –- a numerical feasibility study at scale, SINBAD Fall consortium talks. SINBAD, 2017.
Mark Schmidt, Hybrid stochastic-deterministic methods, SINBAD Fall consortium talks. SINBAD, 2010.
Ziyi Yin, Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Henryk Modzelewski, and Felix J. Herrmann, Julia for Geoscience, Transform. 2022.
Felix J. Herrmann, Ali Siahkoohi, and Gabrio Rizzuti, Learned imaging with constraints and uncertainty quantification, HotCSE Seminar. 2019.
Xiang Li, Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Brendan R. Smithyman, Haneet Wason, and Felix J. Herrmann, Lessons learned from Chevron Gulf of Mexico data set, SINBAD Fall consortium talks. SINBAD, 2013.
Rajiv Kumar, Felix Oghenekohwo, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, Low-cost, randomized 3D towed-marine time-lapse seismic acquisition, SINBAD Fall consortium talks. SINBAD, 2016.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, Low-cost uncertainty quantification for large-scale inverse problems, ML4SEISMIC Partners Meeting. 2022.
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.
Andrew J. Calvert, Ian Hanlon, Mostafa Javanmehri, Rajiv Kumar, Tristan van Leeuwen, Xiang Li, Brendan R. Smithyman, Eric Takam Takougang, Haneet Wason, and Felix J. Herrmann, Our findings on the Chevron benchmark dataset, SINBAD Fall consortium talks. SINBAD, 2012.
Philipp A. Witte, Christiaan C. Stolk, and Felix J. Herrmann, Phase velocity error minimizing scheme for the anisotropic pure P-wave equation, SINBAD Fall consortium talks. SINBAD, 2016.
Brendan R. Smithyman and Felix J. Herrmann, Phase-residual based quality-control methods and techniques for mitigating cycle skips, SINBAD Fall consortium talks. SINBAD, 2013.
Bas Peters, Brendan R. Smithyman, and Felix J. Herrmann, Regularizing waveform inversion by projections onto convex sets, SINBAD Spring consortium talks. SINBAD, 2015.
Bas Peters, Brendan R. Smithyman, Mathias Louboutin, and Felix J. Herrmann, Regularizing waveform inversion by projections onto intersections of convex sets, SINBAD Fall consortium talks. SINBAD, 2015.
Curt Da Silva, Haneet Wason, Mathias Louboutin, Bas Peters, Shashin Sharan, Zhilong Fang, and Felix J. Herrmann, Scaling SINBAD software to 3-D on Yemoja, SINBAD Fall consortium talks. SINBAD, 2015.
Ali Siahkoohi and Felix J. Herrmann, Seismic data interpolation with Generative Adversarial Networks, SINBAD Fall consortium talks. SINBAD, 2017.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, Source collocation using the method of Linearized Bregman, SINBAD Fall consortium talks. SINBAD, 2015.
Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, Oscar Lopez, and Felix J. Herrmann, Time-lapse seismic survey design by maximizing the spectral gap, ML4SEISMIC Partners Meeting. 2022.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, Tracking the spatial-temporal evolution of fractures by microseismic source collocation, SINBAD Fall consortium talks. SINBAD, 2017.
Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach, ML4SEISMIC Partners Meeting. 2021.
Ziyi Yin, Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, Uncertainty-aware time-lapse CO$_2$ monitoring with learned end-to-end inversion, ML4SEISMIC Partners Meeting. 2022.
Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Variational inference for artifact removal of adjoint solutions in photoacoustic problems, ML4SEISMIC Partners Meeting. 2021.

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