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2025
Rafael Orozco, Huseyin Tuna Erdinc, Mathias Louboutin, and Felix J. Herrmann, “Industry-Scale Uncertainty-Aware Full Waveform Inference with Generative Models”, in SIAM Conference on Computational Science and Engineering (CSE25), 2025.
Abhinav Prakash Gahlot, Bhar, I., and Felix J. Herrmann, “It's All in the Context: Sensitivity-Aware Digital Twins for Underground Storage”, in SIAM Conference on Mathematical & Computational Issues in the Geosciences, Baton Rouge, 2025.
2024
S. Zeng, Rafael Orozco, Huseyin Tuna Erdinc, and Felix J. Herrmann, “Image Impeccable Challenge: An Effective Machine Learning Denoising Method for 3D Seismic Volumes”, ML4SEISMIC Partners Meeting. 2024.
Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, and Felix J. Herrmann, “InvertibleNetworks.jl: A Julia package for scalable normalizing flows”, Journal of Open Source Software, vol. 9, 2024.
2023
Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, “Improved automatic seismic CO2 leakage detection via dataset augmentation”, ML4SEISMIC Partners Meeting. 2023.
Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, “Inference of CO2 flow patterns – a feasibility study”, in Neural Information Processing Systems (NeurIPS), 2023.
2022
Felix J. Herrmann, “Introduction to 2022 ML4SEISMIC Partners Meeting”, ML4SEISMIC Partners Meeting. 2022.
2021
Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, “Improved seismic monitoring of CO2 sequestration with the weighted joint recovery model”, ML4SEISMIC Partners Meeting. 2021.
Yijun Zhang and Felix J. Herrmann, “Improved seismic survey design by maximizing the spectral gap with global optimization”, ML4SEISMIC Partners Meeting. 2021.
Felix J. Herrmann, “Introduction inaugural ML4Seismic Partners Meeting”, ML4SEISMIC Partners Meeting. 2021.
Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, and Felix J. Herrmann, “InvertibleNetworks.jl - Memory efficient deep learning in Julia”, in JuliaCon, 2021.
2019
Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, “The importance of transfer learning in seismic modeling and imaging”, Geophysics, 2019.
2018
Bas Peters and Felix J. Herrmann, “Intersections and sums of sets for the regularization of inverse problems”, in Canadian Mathematical Society Winter Meeting, 2018.
2017
Mengmeng Yang, Emmanouil Daskalakis, and Felix J. Herrmann, “Imaging with multiples in shallow water”, SINBAD Fall consortium talks. SINBAD, 2017.
Felix Oghenekohwo and Felix J. Herrmann, “Improved time-lapse data repeatability with randomized sampling and distributed compressive sensing”, in EAGE Annual Conference Proceedings, 2017.
2015
Rongrong Wang and Felix J. Herrmann, “Improving full waveform inversion with spectral extrapolation”, SINBAD Fall consortium talks. SINBAD, 2015.
Curt Da Silva and Felix J. Herrmann, “Irregular grid tensor completion”, in Workshop on Low-rank Optimization and Applications, 2015.
2014
Ning Tu and Felix J. Herrmann, “Imaging the Nelson data set using surface-related multiples”, SINBAD Fall consortium talks. SINBAD, 2014.
Felix J. Herrmann, “Imaging/Inversion with irregular/random sampled spatial arrays”, in SEG-AGU Workshop on Advances in Active + Passive "Full Wavefield" Seismic Imaging: From Reservoirs to Plate Tectonics, 2014.
Tim T.Y. Lin and Felix J. Herrmann, “Implicit interpolation of trace gaps in REPSI using auto-convolution terms”, SINBAD Spring consortium talks. SINBAD, 2014.
Bas Peters and Felix J. Herrmann, “Iterative solution strategy for least-squares problem with a PDE-block”, SINBAD Fall consortium talks. SINBAD, 2014.
2013
Polina Zheglova and Felix J. Herrmann, “Imaging with hierarchical semi separable matrices”, SINBAD Fall consortium talks. SINBAD, 2013.
Hassan Mansour, Felix J. Herrmann, and Ozgur Yilmaz, “Improved wavefield reconstruction from randomized sampling via weighted one-norm minimization”, Geophysics, vol. 78, pp. V193-V206, 2013.
Tristan van Leeuwen, Aleksandr Y. Aravkin, Henri Calandra, and Felix J. Herrmann, “In which domain should we measure the misfit for robust full waveform inversion?”, in EAGE Annual Conference Proceedings, 2013.
Joost van der Neut and Felix J. Herrmann, “Interferometric redatuming by sparse inversion”, Geophysical Journal International, vol. 192, pp. 666-670, 2013.

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