Biblio

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Ozgur Yilmaz, Compressed sensing with prior information, SINBAD Fall consortium talks. SINBAD, 2011.
Ozgur Yilmaz, Weighted methods in sparse recovery, SINBAD Fall consortium talks. SINBAD, 2012.
Ozgur Yilmaz, Analog-to-digital conversion in compressive sampling, SINBAD Fall consortium talks. SINBAD, 2014.
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.
Ziyi Yin, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, Simulation-based framework for geological carbon storage monitoring, ML4SEISMIC Partners Meeting. 2022.
Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Improved seismic monitoring of CO2 sequestration with the weighted joint recovery model, ML4SEISMIC Partners Meeting. 2021.
Ziyi Yin, Mathias Louboutin, Olav Møyner, and Felix J. Herrmann, End-to-end permeability inversion from prestack time-lapse seismic data: a case study on Compass model, ML4SEISMIC Partners Meeting. 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, WISE: Full-waveform Inference with Subsurface Extensions, ML4SEISMIC Partners Meeting. 2023.
Ziyi Yin, Introduction to Seismic Laboratory for Imaging and Modeling, CSE Student Recruiting Event. 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Solving PDE-based inverse problems with learned surrogates and constraints, HotCSE Seminar. 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Generative AI for full-waveform variational inference, Georgia Tech Geophysics Seminar. 2024.
Ziyi Yin, Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Henryk Modzelewski, and Felix J. Herrmann, Julia for Geoscience, Transform. 2022.
Ting-ying Yu, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Monitoring with sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2022.

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