De-risking geological carbon storage from high resolution time-lapse seismic to explainable leakage detection. - Ziyi Yin 002; Huseyin Tuna Erdinc; Abhinav Prakash Gahlot; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images. - Huseyin Tuna Erdinc; Abhinav Prakash Gahlot; Ziyi Yin 002; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

Inference of CO2 flow patterns - a feasibility study. - Abhinav Prakash Gahlot; Huseyin Tuna Erdinc; Rafael Orozco; Ziyi Yin 002; Felix J. Herrmann (CoRR, 2023)

Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models. - Huseyin Tuna Erdinc; Rafael Orozco; Felix J. Herrmann (CoRR, 2024)

Machine learning-enabled velocity model building with uncertainty quantification. - Rafael Orozco; Huseyin Tuna Erdinc; Yunlin Zeng; Mathias Louboutin; Felix J. Herrmann (CoRR, 2024)

Power-scaled Bayesian Inference with Score-based Generative Models. - Huseyin Tuna Erdinc; Yunlin Zeng; Abhinav Prakash Gahlot; Felix J. Herrmann (CoRR, 2025)