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2026
Huseyin Tuna Erdinc, Bhar, I., Zeng, S., Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, “Foundation models for Full-Waveform Inference w/ Uncertainty Quatification”, in 1st AIHPG - Artificial Intelligence & High-Performance Geophysics Workshop, Natal, Brazil, 2026.
2025
J. Park, Grant Bruer, Huseyin Tuna Erdinc, Arockiasamy, R. Rex, Chandramoorthy, N., and Felix J. Herrmann, “Fisher-Informed Training of Neural Operators for Reliable PDE Inversion”, in ML4SEISMIC Partners Meeting, 2025.
Yunlin Zeng, Huseyin Tuna Erdinc, Rafael Orozco, and Felix J. Herrmann, “Full-waveform variational inference with common-image gathers”, in International Meeting for Applied Geoscience and Energy, 2025.
2024
Richard Rex, Yunlin Zeng, Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, “FNO-charged ASPIRE”, ML4SEISMIC Partners Meeting. 2024.
2023
Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, “Fast neural FWI with amortized uncertainty quantification”, in International Meeting for Applied Geoscience and Energy, 2023.
2021
Ali Siahkoohi, Rafael Orozco, Gabrio Rizzuti, Philipp A. Witte, Mathias Louboutin, and Felix J. Herrmann, “Fast and reliability-aware seismic imaging with conditional normalizing flows”, in Intelligent illumination of the Earth, 2021.
2020
Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, and Felix J. Herrmann, “Faster Uncertainty Quantification for Inverse Problems with Conditional Normalizing Flows”, Georgia Institute of Technology, TR-CSE-2020-2, 2020.
2019
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, “Fast sparsity-promoting microseismic source estimation”, Geophysical Journal International, vol. 216, pp. 164-181, 2019.
2018
Mathias Louboutin, Philipp A. Witte, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, “Full-Waveform Inversion - Part 2: adjoint modeling”, The Leading Edge, vol. 37, pp. 69-72, 2018.
Philipp A. Witte, Mathias Louboutin, Keegan Lensink, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, “Full-Waveform Inversion - Part 3: optimization”, The Leading Edge, vol. 37, pp. 142-145, 2018.
2017
Mengmeng Yang, Emmanouil Daskalakis, and Felix J. Herrmann, “Fast sparsity-promoting least-squares migration with multiples in time domain”, in SEG Technical Program Expanded Abstracts, 2017, pp. 4828-4832.
Rajiv Kumar, Nick Moldoveanu, Keegan Lensink, and Felix J. Herrmann, “Full-azimuth seismic data processing w/ coil acquisition”, SINBAD Fall consortium talks. SINBAD, 2017.
Mathias Louboutin, Philipp A. Witte, Michael Lange, Navjot Kukreja, Fabio Luporini, Gerard Gorman, and Felix J. Herrmann, “Full-Waveform Inversion - Part 1: forward modeling”, The Leading Edge, vol. 36, pp. 1033-1036, 2017.
2016
Rongrong Wang and Felix J. Herrmann, “Frequency down-extrapolation with TV norm minimization”, in SEG Technical Program Expanded Abstracts, 2016, pp. 1380-1384.
2015
Ning Tu and Felix J. Herrmann, “Fast imaging with surface-related multiples by sparse inversion”, Geophysical Journal International, vol. 201, pp. 304-317, 2015.
Mengmeng Yang, Ning Tu, and Felix J. Herrmann, “Fast imaging with surface-related multiples: – shallow water multiples”, SINBAD Fall consortium talks. SINBAD, 2015.
Ning Tu and Felix J. Herrmann, “Fast least-squares imaging with surface-related multiples: application to a North-Sea data set”, The Leading Edge, vol. 34, pp. 788–794, 2015.
Felix J. Herrmann, Ning Tu, and Ernie Esser, “Fast "online" migration with Compressive Sensing”, in EAGE Annual Conference Proceedings, 2015.
Felix J. Herrmann, “Fast “online” migration with Compressive Sensing”, SINBAD Spring consortium talks. SINBAD, 2015.
2014
Ning Tu, Aleksandr Y. Aravkin, Tristan van Leeuwen, Tim T.Y. Lin, and Felix J. Herrmann, “Fast imaging with source estimation”, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu and Felix J. Herrmann, “Fast imaging with surface-related multiples by sparse inversion”, SINBAD Fall consortium talks. SINBAD, 2014.
Ning Tu and Felix J. Herrmann, “Fast linearized inversion with surface-related multiples with source estimation”, in SEG Workshop on Using Multiples as Signal for Imaging; Denver, 2014.
Aleksandr Y. Aravkin, Rajiv Kumar, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation”, SIAM Journal on Scientific Computing, vol. 36, pp. S237-S266, 2014.
Rafael Lago, Art Petrenko, Zhilong Fang, and Felix J. Herrmann, “Fast solution of time-harmonic wave-equation for full-waveform inversion”, in EAGE Annual Conference Proceedings, 2014.
Zhilong Fang, Curt Da Silva, and Felix J. Herrmann, “Fast uncertainty quantification for 2D full-waveform inversion with randomized source subsampling”, in EAGE Annual Conference Proceedings, 2014.

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