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2024
Y. Zeng, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, “Enhancing Full-Waveform Variational Inference through Stochastic Resampling and Data Augmentation”. 2024.
2023
Ziyi Yin, Mathias Louboutin, Olav Møyner, and Felix J. Herrmann, “End-to-end permeability inversion from prestack time-lapse seismic data: a case study on Compass model”, ML4SEISMIC Partners Meeting. 2023.
Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, and Felix J. Herrmann, “Enhancing CO2 Leakage Detectability via Dataset Augmentation”, in International Meeting for Applied Geoscience and Energy, 2023.
2022
Thomas J. Grady II, Rishi Khan, Mathias Louboutin, Ziyi Yin, Philipp A. Witte, Ranveer Chandra, Russell J. Hewett, and Felix J. Herrmann, “Effective scaling of numerical surrogates via domain-decomposed Fourier neural operators”, ML4SEISMIC Partners Meeting. 2022.
Mathias Louboutin and Felix J. Herrmann, “Enabling wave-based inversion on GPUs with randomized trace estimation”, in EAGE Annual Conference Proceedings, 2022, p. Seismic Wave Modelling and Least Square Migration 2 session.
2021
Rajiv Kumar, Maria Kotsi, Ali Siahkoohi, and Alison Malcolm, “Enabling uncertainty quantification for seismic data pre-processing using normalizing flows (NF)—an interpolation example”, in SEG Technical Program Expanded Abstracts, 2021, pp. 1515-1519.
2020
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, and Felix J. Herrmann, “An Event-Driven Approach to Serverless Seismic Imaging in the Cloud”, IEEE Transactions on Parallel and Distributed Systems, vol. 31, pp. 2032-2049, 2020.
Ziyi Yin, Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Gabrio Rizzuti, and Felix J. Herrmann, “Extended source imaging –- a unifying framework for seismic and medical imaging”, in SEG Technical Program Expanded Abstracts, 2020, pp. 3502-3506.
2019
Philipp A. Witte, Mathias Louboutin, Henryk Modzelewski, Charles Jones, James Selvage, and Felix J. Herrmann, “Event-driven workflows for large-scale seismic imaging in the cloud”, in SEG Technical Program Expanded Abstracts, 2019, pp. 3984-3988.
2018
Mathias Louboutin, Philipp A. Witte, and Felix J. Herrmann, “Effects of wrong adjoints for RTM in TTI media”, in SEG Technical Program Expanded Abstracts, 2018, pp. 331-335.
2017
Felix Oghenekohwo, “Economic time-lapse seismic acquisition and imaging–-Reaping the benefits of randomized sampling with distributed compressive sensing”, The University of British Columbia, Vancouver, 2017.
Zhilong Fang, Curt Da Silva, and Felix J. Herrmann, “An efficient penalty method for PDE-constrained optimization problem with source estimation and stochastic optimization”, in Applied Inverse Problems Annual Conference Proceedings, 2017, p. 40.
Tristan van Leeuwen, Rajiv Kumar, and Felix J. Herrmann, “Enabling affordable omnidirectional subsurface extended image volumes via probing”, Geophysical Prospecting, vol. 65, pp. 385-406, 2017.
Rajiv Kumar, “Enabling large-scale seismic data acquisition, processing and waveform-inversion via rank-minimization”, The University of British Columbia, Vancouver, 2017.
Mathias Louboutin and Felix J. Herrmann, “Extending the search space of time-domain adjoint-state FWI with randomized implicit time shifts”, in EAGE Annual Conference Proceedings, 2017.
2016
Zhilong Fang, Chia Ying Lee, Curt Da Silva, Tristan van Leeuwen, Felix J. Herrmann, and Rachel Kuske, “Efficient approach for quantifying uncertainty of wavefield reconstruction inversion”, SINBAD Fall consortium talks. SINBAD, 2016.
Rajiv Kumar, Shashin Sharan, Haneet Wason, and Felix J. Herrmann, “Efficient large-scale 5D seismic data acquisition and processing using rank-minimization”, SINBAD Fall consortium talks. SINBAD, 2016.
Tim T.Y. Lin and Felix J. Herrmann, “Estimation of primaries by sparse inversion with scattering-based multiple predictions for data with large gaps”, Geophysics, vol. 81, pp. V183-V197, 2016.
2015
Rajiv Kumar, Curt Da Silva, Okan Akalin, Aleksandr Y. Aravkin, Hassan Mansour, Ben Recht, and Felix J. Herrmann, “Efficient matrix completion for seismic data reconstruction”, Geophysics, vol. 80, pp. V97-V114, 2015.
Mathias Louboutin and Felix J. Herrmann, “Extending the search space of time-domain adjoint-state FWI w/ randomized implicit time shifts”, SINBAD Fall consortium talks. SINBAD, 2015.
2014
Lina Miao, “Efficient seismic imaging with spectral projector and joint sparsity”, The University of British Columbia, Vancouver, 2014.
Polina Zheglova and Felix J. Herrmann, “Exploring applications of depth stepping in seismic inverse problems”, SINBAD Spring consortium talks. SINBAD, 2014.
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Extended images in action: efficient WEMVA via randomized probing”, in EAGE Annual Conference Proceedings, 2014.
Rajiv Kumar, Ning Tu, Tristan van Leeuwen, and Felix J. Herrmann, “Extended images in action –- image gather with surface-related multiples”, SINBAD Fall consortium talks. SINBAD, 2014.
2013
Rajiv Kumar, Tristan van Leeuwen, and Felix J. Herrmann, “Efficient WEMVA using extended images”, in SEG Workshop on Advances in Model Building, Imaging, and FWI; Houston, 2013.

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