2 papers
stat.ML2025
SURGIN: SURrogate-guided Generative INversion for subsurface multiphase flow with quantified uncertainty
Zhao Feng, Bicheng Yan, Luanxiao Zhao +4
We present a direct inverse modeling method named SURGIN, a SURrogate-guided Generative INversion framework tailed for subsurface multiphase flow data assimilation. Unlike existing…
physics.geo-ph2025
Generative Latent Diffusion Model for Inverse Modeling and Uncertainty Analysis in Geological Carbon Sequestration
Zhao Feng, Xin-Yang Liu, Meet Hemant Parikh +4
Geological Carbon Sequestration (GCS) has emerged as a promising strategy for mitigating global warming, yet its effectiveness heavily depends on accurately characterizing subsurfa…