Bridging the Gap in Reservoir Quality Predictions: Replacing Single Point Reservoir Properties with Topological Data Analysis

Prediction of reservoir rock quality and distribution of porosity and permeability are not only the most<br>important parameters in oil exploration but also the ones with major uncertainties. Ingrain has developed<br>a methodology to properly capture heterogeneities of the samples that NOC and IOC companies have<br>sent to our digital rocks laboratory.