... seismic rock type log analysis geological subdiscipline japan harzburgite classification borehole imaging reservoir surveillance production monitoring geochemical characterization oman drilling project dunite normalization The 29th Formation Evaluation Symposium of Japan, September 12-13...

... until the early 2000s, they have since been succeeded by convolutional neural networks (LeCun and Bengio, 1995). Among several of their advantages is that convolution can process images so that the outcomes are translation invariant. This has led to wide adoption of CNNs for image classification...

..., and development plans. This paper delivered a comprehensive workflow of permeability evaluation, that is to integrate resistivity ratio clusters, logging facies and lithofacies classification based on open-hole logs and core data to identify rock types and build an intrinsic permeability model; then use wireline...

... classifications is the concept that pore-size distribution controls permeability and saturation and that pore-size distribution is related to rock fabric. To relate carbonate rock fabrics to pore-size distribution, one must determine if the pore space belongs to one of the three major pore types: interparticle...