Digital Rock Typing DRT Algorithm Formulation with Optimal Supervised Semantic Segmentation. (arXiv:2112.15068v1 [cs.LG])

Each grid block in a 3D geological model requires a rock type that represents
all physical and chemical properties of that block. The properties that
classify rock types are lithology, permeability, and capillary pressure.
Scientists and engineers determined these properties using conventional
laboratory measurements, which embedded destructive methods to the sample or
altered some of its properties (i.e., wettability, permeability, and porosity)
because the measurements process includes sample crushing, fluid flow, or fluid
saturation. Lately, Digital Rock Physics (DRT) has …

algorithm arxiv digital segmentation semantic