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Recent Publications

Time-domain Wavefield Reconstruction Inversion in a TTI medium - Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann - Report
Parameterizing uncertainty by deep invertible networks, an application to reservoir characterization - Gabrio Rizzuti, Ali Siahkoohi, Philipp A. Witte, Felix J. Herrmann - Conference - Accepted in SEG
Weak deep priors for seismic imaging - Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann - Conference - Accepted in SEG
Extended source imaging –- a unifying framework for seismic & medical imaging - Ziyi Yin, Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann - Conference - Accepted in SEG
Transfer learning in large-scale ocean bottom seismic wavefield reconstruction - Mi Zhang, Ali Siahkoohi, Felix J. Herrmann - Conference - Accepted in SEG
Wavefield recovery with limited-subspace weighted matrix factorizations - Yijun Zhang, Shashin Sharan, Oscar Lopez, Felix J. Herrmann - Conference - Accepted in SEG
Uncertainty quantification in imaging and automatic horizon tracking—a Bayesian deep-prior based approach - Ali Siahkoohi, Gabrio Rizzuti, Felix J. Herrmann - Conference - Accepted in SEG