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08/11/2023
Surrogate Model for Geological CO2 Storage and Its Use in MCMC-based History Matching
Deep-learning-based surrogate models show great promise for use in geolo...
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04/23/2022
Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
Data assimilation presents computational challenges because many high-fi...
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01/21/2022
Deep Learning-Accelerated 3D Carbon Storage Reservoir Pressure Forecasting Based on Data Assimilation Using Surface Displacement from InSAR
Fast forecasting of reservoir pressure distribution in geologic carbon s...
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04/30/2020