Welcome to SLIM!

Recent Publications

Derisking geological carbon storage from high-resolution time-lapse seismic to explainable leakage detection - Ziyi Yin, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Mathias Louboutin, Felix J. Herrmann - Journal Article - (The Leading Edge)
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification - Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann - Conference - (SPIE, San Diego)
Spectral Gap-Based Seismic Survey Design - Oscar Lopez, Rajiv Kumar, Nick Moldoveanu, Felix J. Herrmann - Journal Article
Uncertainty-aware Digital Twin for Monitoring Geological Carbon Storage - Felix J. Herrmann - Presentation - (Diracc inaugural meeting, Atlanta)
Monitoring with sequential Bayesian inference - Ting-ying Yu, Rafael Orozco, Ziyi Yin, Felix J. Herrmann - Presentation
Time-lapse seismic survey design by maximizing the spectral gap - Yijun Zhang, Mathias Louboutin, Ali Siahkoohi, Ziyi Yin, Rajiv Kumar, Oscar Lopez, Felix J. Herrmann - Presentation
Uncertainty-aware time-lapse CO$_2$ monitoring with learned end-to-end inversion - Ziyi Yin, Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann - Presentation