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Author Title [ Type(Asc)] Year
Unpublished
S. Zeng, Yunlin Zeng, Abhinav Prakash Gahlot, Deng, Z., and Felix J. Herrmann, “Self-attention summary networks for subsurface velocity-model building from common-image gathers”. 2026.
Huseyin Tuna Erdinc, Bhar, I., Rafael Orozco, Souza, T., and Felix J. Herrmann, “SAGE: Subsurface AI-driven Geostatistical Extraction with proxy posterior”. 2026.
Z. Deng, Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, “Probabilistic Joint Recovery Method for CO2 Plume Monitoring”. 2025.
I. Bhar, Huseyin Tuna Erdinc, Souza, T., Charles Jones, and Felix J. Herrmann, “OpenSeisML: Open Large-Scale Real Seismic and well-log Dataset for Generative AI”. 2026.
J. Park, Huseyin Tuna Erdinc, Grant Bruer, Richard Rex, Chandramoorthy, N., and Felix J. Herrmann, “Neural Operators with Accurate Jacobian for High-Fidelity Image-Domain Seismic Inversion”. 2026.
Rafael Orozco, Huseyin Tuna Erdinc, Yunlin Zeng, and Felix J. Herrmann, “Machine learning-enabled velocity model building with uncertainty quantification”. 2024.
Haoyun Li, Abhinav Prakash Gahlot, and Felix J. Herrmann, “JUDIAgent: a scientific coding agent for JUDI workflows in wave-equation imaging”. 2026.
Abhinav Prakash Gahlot and Felix J. Herrmann, “Improving reservoir state prediction in digital shadows using Radon-transformed subsurface common-offset gathers”. 2026.
Abhinav Prakash Gahlot and Felix J. Herrmann, “Enhancing robustness of Digital Shadow for CO 2 Storage Monitoring with Augmented Rock Physics Modeling”. 2025.
Z. Deng, Abhinav Prakash Gahlot, Zeng, S., and Felix J. Herrmann, “Bridging the Acoustic-Elastic Gap in Seismic Inversion via Robust Summary Statistics”. 2026.
Yunlin Zeng, Huseyin Tuna Erdinc, and Felix J. Herrmann, “Bayesian Joint Velocity and Impedance Inversion via Diffusion Models Conditioned on Common Image Gathers”. 2026.
Abhinav Prakash Gahlot, Rafael Orozco, and Felix J. Herrmann, “Advancing Geological Carbon Storage Monitoring with 3D Digital Shadow Technology”. 2025.
Thesis
Xiaowei Li, “A weighted $\ell_1$-minimization for distributed compressive sensing”, The University of British Columbia, Vancouver, 2015.
Navid Ghadermarzy, “Using prior support information in compressed sensing”, The University of British Columbia, Vancouver, 2013.
Xiang Li, “Sparsity promoting seismic imaging and full-waveform inversion”, The University of British Columbia, Vancouver, 2015.
Evgeniy Lebed, “Sparse signal recovery in a transform domain”, The University of British Columbia, Vancouver, 2008.
Brock Hargreaves, “Sparse signal recovery: analysis and synthesis formulations with prior support information”, The University of British Columbia, Vancouver, 2014.
Zhilong Fang, “Source estimation and uncertainty quantification for wave-equation based seismic imaging and inversion”, The University of British Columbia, Vancouver, 2018.
Ziyi Yin, “Solving geophysical inverse problems with scientific machine learning”, Georgia Institute of Technology, Atlanta, 2024.
Philipp A. Witte, “Software and algorithms for large-scale seismic inverse problems”, Georgia Institute of Technology, Atlanta, 2020.
Haneet Wason, “Simultaneous-source seismic data acquisition and processing with compressive sensing”, The University of British Columbia, Vancouver, 2017.
James Johnson, “Seismic wavefield reconstruction using reciprocity”, The University of British Columbia, Vancouver, 2013.
Catherine Dupuis, “Seismic singularity characterization with redundant dictionaries”, The University of British Columbia, Vancouver, 2005.
Mengmeng Yang, “Seismic imaging with extended image volumes and source estimation”, Georgia Institute of Technology, Atlanta, 2020.
Carson Yarham, “Seismic ground-roll separation using sparsity promoting $\ell_1$ minimization”, The University of British Columbia, Vancouver, 2008.

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