Biblio

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Mathias Louboutin and Felix J. Herrmann, Randomized linear algebra for inversion, ML4SEISMIC Partners Meeting. 2021.
Felix Oghenekohwo, Haneet Wason, Ernie Esser, and Felix J. Herrmann, Randomized sampling without repetition in time-lapse seismic surveys, SINBAD Spring consortium talks. SINBAD, 2014.
Felix Oghenekohwo, Rajiv Kumar, Haneet Wason, Ernie Esser, and Felix J. Herrmann, Randomized subsampling in time-lapse surveys and recovery techniques, SINBAD Fall consortium talks. SINBAD, 2014.
Oscar Lopez, Rajiv Kumar, and Felix J. Herrmann, Rank minimization via alternating optimization, SINBAD Fall consortium talks. SINBAD, 2014.
Felix Oghenekohwo, Rajiv Kumar, Haneet Wason, Ernie Esser, Ning Tu, and Felix J. Herrmann, Recent developments in compressive sensing for time-lapse studies, SINBAD Spring consortium talks. SINBAD, 2015.
Curt Da Silva, Bas Peters, and Felix J. Herrmann, Recent improvements to the 2/3—D imaging & inversion algorithms in the SLIM software release, SINBAD Spring consortium talks. SINBAD, 2015.
Haoyun Li, Zeng, S., Abhinav Prakash Gahlot, and Felix J. Herrmann, Reconstructing Permeability and Saturation in Reservoir Simulation Using Diffusion PDE Models, ML4SEISMIC Partners Meeting. 2024.
Ali M. Alfaraj, Rajiv Kumar, and Felix J. Herrmann, Reconstruction of S-waves from low-cost randomized acquisition, SINBAD Fall consortium talks. SINBAD, 2017.
Bas Peters, Brendan R. Smithyman, and Felix J. Herrmann, Regularizing waveform inversion by projections onto convex sets, SINBAD Spring consortium talks. SINBAD, 2015.
Bas Peters, Brendan R. Smithyman, Mathias Louboutin, and Felix J. Herrmann, Regularizing waveform inversion by projections onto intersections of convex sets, SINBAD Fall consortium talks. SINBAD, 2015.
Felix J. Herrmann, Relax the physics & expand the search space – FWI via Wavefield Reconstruction Inversion, SINBAD Spring consortium talks. SINBAD, 2014.
Tristan van Leeuwen and Felix J. Herrmann, Relaxing the physics: a penalty method for full-waveform inversion, SINBAD Fall consortium talks. SINBAD, 2013.
Ernie Esser, Rongrong Wang, Tim T.Y. Lin, and Felix J. Herrmann, Resolving scaling ambiguities with the L1/L2 norm in a blind deconvolution problem with feedback, SINBAD Fall consortium talks. SINBAD, 2015.
Huseyin Tuna Erdinc, Rafael Orozco, and Felix J. Herrmann, SAGE – Subsurface foundational model with AI-driven Geostatical Extraction, ML4SEISMIC Partners Meeting. 2024.
Ernie Esser, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, A scaled gradient projection method for total variation regularized full waveform inversion, SINBAD Spring consortium talks. SINBAD, 2014.
Curt Da Silva, Haneet Wason, Mathias Louboutin, Bas Peters, Shashin Sharan, Zhilong Fang, and Felix J. Herrmann, Scaling SINBAD software to 3-D on Yemoja, SINBAD Fall consortium talks. SINBAD, 2015.
Rajiv Kumar, Hassan Mansour, Aleksandr Y. Aravkin, and Felix J. Herrmann, Seismic data interpolation via low-rank matrix factorization in the hierarchical semi-separable representation, SINBAD Spring consortium talks. SINBAD, 2013.
Ali Siahkoohi and Felix J. Herrmann, Seismic data interpolation with Generative Adversarial Networks, SINBAD Fall consortium talks. SINBAD, 2017.
Grant Bruer, Abhinav Prakash Gahlot, Edmond Chow, and Felix J. Herrmann, Seismic monitoring of CO2 plume dynamics using ensemble Kalman filtering, ML4SEISMIC Partners Meeting. 2024.
I. Bhar, Abhinav Prakash Gahlot, and Felix J. Herrmann, Sensitivity of Horizontal shear waves on Geological Carbon Storage, ML4SEISMIC Partners Meeting. 2024.
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.
Bas Peters and Felix J. Herrmann, Single- and multi-parameter WRI –- synthetic examples, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu and Felix J. Herrmann, SLIM's findings on the Machar dataset, SINBAD Fall consortium talks. SINBAD, 2013.
Tim T.Y. Lin, Tristan van Leeuwen, and Felix J. Herrmann, SLIM's perspective on HPC & big data, SINBAD Fall consortium talks. SINBAD, 2012.
Ziyi Yin, Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Solving PDE-based inverse problems with learned surrogates and constraints, HotCSE Seminar. 2023.

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