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Recent Publications

Deep Bayesian Inference for Task-based Seismic Imaging - Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp A. Witte, Felix J. Herrmann - Conference - Talk at KAUST
ML@scale using randomized linear algebra - Felix J. Herrmann, Mathias Louboutin, Ali Siahkoohi - Conference - Talk at Microsoft
Preconditioned training of normalizing flows for variational inference in inverse problems - Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp A. Witte, Felix J. Herrmann - Conference - AABI
Low-rank representation of omnidirectional subsurface extended image volumes - Mengmeng Yang, Marie Graff, Rajiv Kumar, Felix J. Herrmann - Journal Article - (Geophysics)
Large scale high-frequency seismic wavefield reconstruction, acquisition via rank minimization and sparsity-promoting source estimation - Shashin Sharan - Thesis - (PhD)
Time-Domain Wavefield Reconstruction Inversion In Tilted Transverse Isostropic Media - Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann - Conference - SIAMTXLA
Unsupervised data-guided uncertainty analysis in imaging and horizon tracking - Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Felix J. Herrmann - Conference - SIAMTXLA