403 citations · 831 across the 26 of their papers we have counts for
27 papers
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…
Prediction of Fault Slip Tendency in CO Storage using Data-space Inversion
Xiaowen He, Su Jiang, Louis J. Durlofsky
Accurately assessing the potential for fault slip is essential in many subsurface operations. Conventional model-based history matching methods, which entail the generation of post…
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…
Recurrent Transformer U-Net Surrogate for Flow Modeling and Data Assimilation in Subsurface Formations with Faults
Yifu Han, Louis J. Durlofsky
Many subsurface formations, including some of those under consideration for large-scale geological carbon storage, include extensive faults that can strongly impact fluid flow. In…
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…
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…