Concepedia

Simulating reservoir capillary pressure curves using image processing and classification machine learning algorithms applied to petrographic thin sections

Behnam Esmaeili, Sirous Hosseinzadeh, Ali Kadkhodaie, David A. Wood, Samira Akbarzadeh

Journal of African Earth Sciences · 2023 · 15 citations · 51 references

Concepts

EngineeringGeologyPetroleum EngineeringPetrophysicsReservoir EngineeringReservoir SimulationCapillary PressureFracture CharacterizationFractured Reservoir SimulationPetrophysical AnalysisPetrophysical EvaluationCapillary Pressure CurvesCapillary Pressure In Reservoir SimulationCapillary Pressure ModelingMachine Learning ClassificationMachine Learning For Reservoir CharacterizationMachine Learning-assisted Reservoir SimulationPetrophysical ModelingReservoir Modeling

References

51

Classification of Carbonate Rocks According to Depositional Textures

Robert J. Dunham · Helmholtz Centre for Ocean Research Kiel (GEOMAR) · 1962 · 3.1K citations

Natural Sciences, Earth Sciences, Geology +17

009 Offshore Technology Conference

E. Corbin, Immediate Past President · 2009 · 2.3K citations

Engineering, Marine Engineering, Ocean Engineering +12

Note on a Method of Determining the Distribution of Pore Sizes in a Porous Material

Edward W. Washburn · Proceedings of the National Academy of Sciences · 1921 · 1.8K citations

Life Sciences, Evolutionary Biology, Genetics +12

X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems

D. Wildenschild, Adrian Sheppard · Advances in Water Resources · 2012 · 1.2K citations

Engineering, Geology, Petroleum Engineering +17

Enhanced Reservoir Description: Using Core and Log Data to Identify Hydraulic (Flow) Units and Predict Permeability in Uncored Intervals/Wells

J. O. Amaefule, Mehmet Altunbay, Djebbar Tiab et al. · SPE Annual Technical Conference and Exhibition · 1993 · 1K citations

Engineering, Earth Sciences, Petroleum Engineering +17