A hybrid Bayesian-deep learning-Darcy upscaling workflow produces uncertainty-aware effective transmissivity for natural fractures by correcting biased aperture-permeability relations and learning spatial heterogeneity effects from core images.
Measuring hydraulic fracture apertures: a comparison of methods
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Probabilistic Upscaling of Hydrodynamics in Geological Fractures Under Uncertainty
A hybrid Bayesian-deep learning-Darcy upscaling workflow produces uncertainty-aware effective transmissivity for natural fractures by correcting biased aperture-permeability relations and learning spatial heterogeneity effects from core images.