Biblio

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Polina Zheglova and Felix J. Herrmann, Application of matrix square root and its inverse to downward wavefield extrapolation, in EAGE Annual Conference Proceedings, 2014.
Polina Zheglova and Felix J. Herrmann, Exploring applications of depth stepping in seismic inverse problems, SINBAD Spring consortium talks. SINBAD, 2014.
Polina Zheglova and Felix J. Herrmann, Imaging with hierarchical semi separable matrices, SINBAD Fall consortium talks. SINBAD, 2013.
Yiming Zhang, Large-scale seismic data compression: application to full waveform inversion and extended image volume, The University of British Columbia, Vancouver, 2018.
Yijun Zhang, Large scale wavefield reconstruction via weighted matrix factorization and seismic survey design, Georgia Institute of Technology, Atlanta, 2023.
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.
Yijun Zhang, Shashin Sharan, and Felix J. Herrmann, High-frequency wavefield recovery with weighted matrix factorizations, in SEG Technical Program Expanded Abstracts, 2019, pp. 3959-3963.
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.
Yijun Zhang, Shashin Sharan, Oscar Lopez, and Felix J. Herrmann, Wavefield recovery with limited-subspace weighted matrix factorizations, in SEG Technical Program Expanded Abstracts, 2020, pp. 2858-2862.
Yijun Zhang, Ziyi Yin, Oscar Lopez, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, 3D seismic survey design by maximizing the spectral gap, in International Meeting for Applied Geoscience and Energy, 2023.
Yijun Zhang, Ziyi Yin, Oscar Lopez, Ali Siahkoohi, Mathias Louboutin, Rajiv Kumar, and Felix J. Herrmann, Optimized time-lapse acquisition design via spectral gap ratio minimization, Geophysics, vol. 88, pp. A19-A23, 2023.
Mi Zhang, Ali Siahkoohi, and Felix J. Herrmann, Transfer learning in large-scale ocean bottom seismic wavefield reconstruction, in SEG Technical Program Expanded Abstracts, 2020, pp. 1666-1670.
Yijun Zhang and Felix J. Herrmann, Improved seismic survey design by maximizing the spectral gap with global optimization, ML4SEISMIC Partners Meeting. 2021.
Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, and Felix J. Herrmann, A simulation-free seismic survey design by maximizing the spectral gap, in International Meeting for Applied Geoscience and Energy Expanded Abstracts, 2022.
Yijun Zhang and Felix J. Herrmann, A practical workflow for land seismic wavefield recovery with weighted matrix factorization, in SEG Technical Program Expanded Abstracts, 2021, pp. 145-149.
Yiming Zhang, Curt Da Silva, Rajiv Kumar, and Felix J. Herrmann, Massive 3D seismic data compression and inversion with hierarchical Tucker, in SEG Technical Program Expanded Abstracts, 2017, pp. 1347-1352.
Yunlin Zeng, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Enhancing Full-Waveform Variational Inference through Stochastic Resampling and Data Augmentation, in International Meeting for Applied Geoscience and Energy, 2024.
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Ting-ying Yu, Abhinav Prakash Gahlot, Rafael Orozco, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Monitoring Subsurface CO2 Plumes with Sequential Bayesian Inference, in International Meeting for Applied Geoscience and Energy, 2023.
Ting-ying Yu, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, Monitoring with sequential Bayesian inference, ML4SEISMIC Partners Meeting. 2022.
Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Compressive time-lapse seismic monitoring of carbon storage and sequestration with the joint recovery model, in SEG Technical Program Expanded Abstracts, 2021, pp. 3434-3438.
Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction. 2024.
Ziyi Yin, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, Derisking geologic carbon storage from high-resolution time-lapse seismic to explainable leakage detection, The Leading Edge, vol. 42, pp. 69-76, 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, WISE: full-Waveform variational Inference via Subsurface Extensions, Geophysics, 2024.
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, Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Henryk Modzelewski, and Felix J. Herrmann, Julia for Geoscience, Transform. 2022.

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