Biblio

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Ernie Esser, Lluís Guasch, Tristan van Leeuwen, Aleksandr Y. Aravkin, and Felix J. Herrmann, Total variation constrained full waveform inversion with continuation, SINBAD Fall consortium talks. SINBAD, 2014.
Rafael Orozco, Mathias Louboutin, and Felix J. Herrmann, Towards generative seismic kriging with normalizing flows, ML4SEISMIC Partners Meeting. 2023.
Shashin Sharan, Rongrong Wang, and Felix J. Herrmann, Tracking the spatial-temporal evolution of fractures by microseismic source collocation, SINBAD Fall consortium talks. SINBAD, 2017.
Richard Rex, Avasarala, S., Grady, T., and Felix J. Herrmann, Tucker Compression for Scalable Operator Learning in Large-Scale Parametric PDE Models, ML4SEISMIC Partners Meeting. 2024.
Rongrong Wang and Felix J. Herrmann, Two methods for frequency down-extrapolation, SINBAD Fall consortium talks. SINBAD, 2016.
Zhilong Fang and Felix J. Herrmann, Uncertainty analysis for FWI, SINBAD Fall consortium talks. SINBAD, 2013.
Zhilong Fang, Chia Ying Lee, Curt Da Silva, Felix J. Herrmann, and Rachel Kuske, Uncertainty quantification for Wavefield Reconstruction Inversion, SINBAD Fall consortium talks. SINBAD, 2014.
Zhilong Fang, Chia Ying Lee, Curt Da Silva, Felix J. Herrmann, and Rachel Kuske, Uncertainty quantification for Wavefield-Reconstruction Inversion using a positive-definite approximated Hessian, SINBAD Fall consortium talks. SINBAD, 2015.
Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach, ML4SEISMIC Partners Meeting. 2021.
Rafael Orozco, Mathias Louboutin, Peng Chen, and Felix J. Herrmann, Uncertainty quantification so what? Leveraging probabilistic seismic inversion for experimental design, ML4SEISMIC Partners Meeting. 2023.
Felix J. Herrmann, Uncertainty-aware Digital Twin for Monitoring Geological Carbon Storage, Direct Air Capture Center Meeting. 2022.
Ziyi Yin, Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, and Felix J. Herrmann, Uncertainty-aware time-lapse CO$_2$ monitoring with learned end-to-end inversion, ML4SEISMIC Partners Meeting. 2022.
Curt Da Silva and Felix J. Herrmann, A unified 2D/3D software environment for large scale time-harmonic full waveform inversion, SINBAD Fall consortium talks. SINBAD, 2016.
Oscar Lopez, Haneet Wason, Rajiv Kumar, and Felix J. Herrmann, Universal matrix completion: applications to seismic data acquisition, SINBAD Fall consortium talks. SINBAD, 2015.
Felix Oghenekohwo, Rajiv Kumar, Ernie Esser, and Felix J. Herrmann, Use what`s in common: time-lapse FWI with distributed Compressive Sensing, SINBAD Fall consortium talks. SINBAD, 2014.
Navid Ghadermarzy, Ozgur Yilmaz, and Felix J. Herrmann, Using prior support information in approximate message passing algorithms, SINBAD Fall consortium talks. SINBAD, 2013.
Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, and Felix J. Herrmann, Variational inference for artifact removal of adjoint solutions in photoacoustic problems, ML4SEISMIC Partners Meeting. 2021.
Zhilong Fang and Felix J. Herrmann, Wavefield reconstruction inversion with source estimation and its application to 2014 Chevron synthetic blind test dataset, SINBAD Spring consortium talks. SINBAD, 2015.
Felix J. Herrmann, Wavefield Reconstruction Inversion (WRI) - a new take on wave-equation based inversion, SINBAD Fall consortium talks. SINBAD, 2014.
Navid Ghadermarzy, Ozgur Yilmaz, and Felix J. Herrmann, Wavefield reconstruction via randomized sampling, SINBAD Fall consortium talks. SINBAD, 2014.
Rajiv Kumar, Aleksandr Y. Aravkin, Hassan Mansour, Ernie Esser, and Felix J. Herrmann, Wavefield reconstruction with SVD-free low-rank matrix factorization, SINBAD Fall consortium talks. SINBAD, 2013.
Zhilong Fang, Bas Peters, and Felix J. Herrmann, Wavefield-reconstruction inversion with source estimation and minimum smoothness constraint – application to the Chevron 2014 dataset, SINBAD Fall consortium talks. SINBAD, 2015.
Felix J. Herrmann, Welcome and overview of SINBAD & DNOISE, SINBAD Fall consortium talks. SINBAD, 2011.
Felix J. Herrmann, Welcome & Overview of the Meeting, SINBAD Fall consortium talks. SINBAD, 2015.
Felix J. Herrmann, Welcome & Overview of the Meeting, SINBAD Fall consortium talks. SINBAD, 2016.

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