Welcome to SLIM!

Recent Publications

Derisking geological storage with simulation-based seismic monitoring design and machine learning - Felix J. Herrmann, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, Ziyi Yin, Mathias Louboutin - Conference - (CCUS, Houston)
Amortized normalizing flows for transcranial ultrasound with uncertainty quantification - Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann - Conference - (MIDL, Nashville)
Learned multiphysics inversion with differentiable programming and machine learning - Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann - Journal Article - (The Leading Edge)
Time-lapse seismic monitoring of geological carbon storage with the nonlinear joint recovery model - Abhinav Prakash Gahlot, Mathias Louboutin, Felix J. Herrmann - Conference - (IMAGE, Houston)
Generative Seismic Kriging with Normalizing Flows - Rafael Orozco, Mathias Louboutin, Felix J. Herrmann - Conference - (IMAGE, Houston)
Amortized Bayesian Full Waveform Inversion and Experimental Design with Normalizing Flows - Rafael Orozco, Mathias Louboutin, Felix J. Herrmann - Conference - (IMAGE, Houston)
Coupled physics inversion for geological carbon storage monitoring - Ziyi Yin, Mathias Louboutin, Olav Møyner, Felix J. Herrmann - Conference - (IMAGE, Houston)