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cs.CV2026★ 33 cited
Latent diffusion models for parameterization and data assimilation of facies-based geomodels
Guido Di Federico, Louis J. Durlofsky
Geological parameterization entails the representation of a geomodel using a small set of latent variables and a mapping from these variables to grid-block properties such as poros…
cs.CV2024
Surrogate Model for Geological CO2 Storage and Its Use in Hierarchical MCMC History Matching
Yifu Han, Francois P. Hamon, Su Jiang +1
Deep-learning-based surrogate models show great promise for use in geological carbon storage operations. In this work we target an important application - the history matching of s…