33 citations · 36 across the 4 of their papers we have counts for
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Basin-Scale Modeling of Multiple Storage Projects in the Broom Creek Formation, North Dakota, USA: Unified Model and Uncertainty Quantification
Keisuke Yamamura, Louis J. Durlofsky
Quantifying the interactions between neighboring projects will be essential as carbon storage operations expand in scale. However, many existing basin-scale studies are determinist…
3D latent diffusion models for parameterizing and history matching multiscenario facies systems
Guido Di Federico, Louis J. Durlofsky
Geological parameterization procedures entail the mapping of a high-dimensional geomodel to a low-dimensional latent variable. These parameterizations can be very useful for histor…
Bayesian Full-waveform Monitoring of CO2 Storage with Fluid-flow Priors via Generative Modeling
Haipeng Li, Nanzhe Wang, Louis J. Durlofsky +1
Quantitative monitoring of subsurface changes is essential for ensuring the safety of geological CO2 sequestration. Full-waveform monitoring (FWM) can resolve these changes at high…
Graph Network Surrogate Model for Subsurface Flow Optimization
Haoyu Tang, Louis J. Durlofsky
The optimization of well locations and controls is an important step in the design of subsurface flow operations such as oil production or geological CO2 storage. These optimizatio…