2 papers
physics.geo-ph2026
Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques
Guido Di Federico, Wenchao Teng, Louis J. Durlofsky
Data assimilation (DA) in subsurface flow entails calibrating model parameters to match observed data, typically at wells, while preserving geological realism. Latent diffusion mod…
cs.LG2025
Likelihood-Free Inference and Hierarchical Data Assimilation for Geological Carbon Storage
Wenchao Teng, Louis J. Durlofsky
Data assimilation will be essential for the management and expansion of geological carbon storage operations. In traditional data assimilation approaches a fixed set of geological…