Biblio

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Brendan R. Smithyman, Bas Peters, and Felix J. Herrmann, Challenges and developments arising from 2D FWI of a land VSP dataset in the Permian Basin, SINBAD Fall consortium talks. SINBAD, 2014.
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.
Ali Siahkoohi and Felix J. Herrmann, Seismic data interpolation with Generative Adversarial Networks, SINBAD Fall consortium talks. SINBAD, 2017.
Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification, GT SEG Student Chapter. 2020.
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.
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.
Ali Siahkoohi, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Amortized velocity continuation with Fourier neural operators, ML4SEISMIC Partners Meeting. 2022.
Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, and Felix J. Herrmann, Low-cost uncertainty quantification for large-scale inverse problems, 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.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, High resolution microseismic source collocation, SINBAD Fall consortium talks. SINBAD, 2016.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, Source collocation using the method of Linearized Bregman, SINBAD Fall consortium talks. SINBAD, 2015.
Mark Schmidt, Hybrid stochastic-deterministic methods, SINBAD Fall consortium talks. SINBAD, 2010.
Rayan Saab, Compressed sensing using Kronecker products, SINBAD Fall consortium talks. SINBAD, 2010.