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Mengmeng Yang, “Seismic imaging with extended image volumes and source estimation”, Georgia Institute of Technology, Atlanta, 2020.
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.
Yuxiao Ren, Philipp A. Witte, Ali Siahkoohi, Mathias Louboutin, Ziyi Yin, and Felix J. Herrmann, “Seismic Velocity Inversion and Uncertainty Quantification Using Conditional Normalizing Flows”, in AGU Annual Meeting, 2021, p. U12A-03.
Rayan Saab and Ozgur Yilmaz, “A short note on non-convex compressed sensing”, in SAMPTA technical program, 2009.
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.
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.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, “Solving multiphysics-based inverse problems with learned surrogates and constraints”, Advanced Modeling and Simulation in Engineering Sciences, vol. 10, 2023.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, “Solving PDE-based inverse problems with learned surrogates and constraints”, HotCSE Seminar. 2023.
Ewout van den Berg, Michael P. Friedlander, Gilles Hennenfent, Felix J. Herrmann, Rayan Saab, and Ozgur Yilmaz, “Sparco: a testing framework for sparse reconstruction”, ACM Transactions on Mathematical Software, vol. 35, pp. 1-16, 2009.
Ozgur Yilmaz, “Sparse approximations and compressive sensing: an overview”, SINBAD Fall consortium talks. SINBAD, 2010.
Rayan Saab and Ozgur Yilmaz, “Sparse recovery by non-convex optimization - instance optimality”, Applied and Computational Harmonic Analysis, vol. 29, pp. 30-48, 2010.
Mathias Louboutin, Ziyi Yin, Yijun Zhang, and Felix J. Herrmann, “Sparsity promoting least-squares migration for long offset sparse OBN”, in SEG Workshop on Promises and Challenges with Sparse Node Ultra-long Offset OBN Acquisition in Imaging and Earth Model Building; virtual, 2020.
Philipp A. Witte, Ning Tu, Ernie Esser, Mengmeng Yang, Mathias Louboutin, and Felix J. Herrmann, “Sparsity-promoting least-square migration with linearized Bregman and compressive sensing”, in Inaugural Full-Waveform Inversion Workshop, 2015.
Philipp A. Witte, Mengmeng Yang, and Felix J. Herrmann, “Sparsity-promoting least-squares migration with the linearized inverse scattering imaging condition”, in EAGE Annual Conference Proceedings, 2017.
Rayan Saab, Rick Chartrand, and Ozgur Yilmaz, “Stable sparse approximations via nonconvex optimization”, in ICASSP, 2008.
Ozgur Yilmaz, “Stable sparse expansions via non-convex optimization”, in SINBAD 2008, 2008.
Emmanouil Daskalakis, Rachel Kuske, Mengmeng Yang, and Felix J. Herrmann, “Stochastic Optimization from the perspective of dynamical systems”, SINBAD Fall consortium talks. SINBAD, 2017.
Hassan Mansour and Ozgur Yilmaz, “Support driven reweighted $\ell_1$ minimization”, in ICASSP, 2012.
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Mengmeng Yang and Felix J. Herrmann, “Time domain sparsity promoting LSRTM with surface-related multiples in shallow-water case”, in SEG Workshop on Multiples: Status, Progress, Challenges and Open issues; Houston, 2017.
Mengmeng Yang, Zhilong Fang, Philipp A. Witte, and Felix J. Herrmann, “Time-domain sparsity promoting least-squares reverse time migration with source estimation”, Geophysical Prospecting, vol. 68, pp. 2697-2711, 2020.
Mengmeng Yang, Philipp A. Witte, Zhilong Fang, and Felix J. Herrmann, “Time-domain sparsity-promoting least-squares migration with source estimation”, in SEG Technical Program Expanded Abstracts, 2016, pp. 4225-4229.
Mengmeng Yang, Philipp A. Witte, Zhilong Fang, and Felix J. Herrmann, “Time-domain sparsity-promoting least-squares migration with source estimation”, SINBAD Fall consortium talks. SINBAD, 2016.
Ziyi Yin, Mathias Louboutin, Olav Møyner, and Felix J. Herrmann, “Time-lapse full-waveform permeability inversion: a feasibility study”, The Leading Edge, vol. 43, 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.
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.

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