Biblio

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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.
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.
Abhinav Prakash Gahlot, Haoyun Li, Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, A Digital Twin for Geological Carbon Storage with Controlled Injectivity, in International Meeting for Applied Geoscience and Energy, 2024.
Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Inference of CO2 flow patterns – a feasibility study, in Neural Information Processing Systems (NeurIPS), 2023.
Abhinav Prakash Gahlot, Rafael Orozco, Haoyun Li, Grant Bruer, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, An Uncertainty-Aware Digital Twin for Geological Carbon Storage, in SIAM Conference on Uncertainty Quantification, 2024.
Abhinav Prakash Gahlot, Mathias Louboutin, Ziyi Yin, and Felix J. Herrmann, Time-lapse seismic monitoring of geological carbon storage with the nonlinear joint recovery model, ML4SEISMIC Partners Meeting. 2023.
Navid Ghadermarzy, Non-convex compressed sensing using partial support information, SINBAD Fall consortium talks. SINBAD, 2012.
Navid Ghadermarzy, Ozgur Yilmaz, and Felix J. Herrmann, Seismic trace interpolation with approximate message passing, in SEG Technical Program Expanded Abstracts, 2014, pp. 3621-3626.
Navid Ghadermarzy, Using prior support information in compressed sensing, The University of British Columbia, Vancouver, 2013.
Navid Ghadermarzy, Hassan Mansour, and Ozgur Yilmaz, Non-convex compressed sensing using partial support information, Journal of Sampling Theory in Signal and Image Processing, vol. 13, pp. 249-270, 2014.
Navid Ghadermarzy, Ozgur Yilmaz, and Felix J. Herrmann, Using prior support information in approximate message passing algorithms, SINBAD Fall consortium talks. SINBAD, 2013.
Navid Ghadermarzy, Ozgur Yilmaz, and Felix J. Herrmann, Wavefield reconstruction via randomized sampling, SINBAD Fall consortium talks. SINBAD, 2014.
Gabriel Goh, Michael P. Friedlander, and Felix J. Herrmann, Taming time through tangents, SINBAD Fall consortium talks. SINBAD, 2013.
Gerard Gorman, Marcos de Aguiar, David Ham, Felix J. Herrmann, Paul H. J. Kelly, Navjot Kukreja, Michael Lange, Mathias Louboutin, Fabio Luporini, Paulius Velesko, Vincenzo Pandolfo, and Felippe Vieira Zacarias, Open Performance portablE SeismiC Imaging–-OPESCI, SINBAD Fall consortium talks. SINBAD, 2016.
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.
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, and Felix J. Herrmann, Effective scaling of numerical surrogates via domain-decomposed Fourier neural operators, ML4SEISMIC Partners Meeting. 2022.
Thomas J. Grady II, Rishi Khan, and Felix J. Herrmann, Distributed Fourier Neural Operators, ML4SEISMIC Partners Meeting. 2021.
Marie Graff-Kray, Rajiv Kumar, and Felix J. Herrmann, Low-rank representation of omnidirectional subsurface extended image volumes, SINBAD Fall consortium talks. SINBAD, 2017.

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