Facimage: A Machine Learning-based Approach for Faster, More Precise Rock Type Classification

Well log data provides a wealth of information about the #subsurface, from mineralogy to porosity, permeability and saturation. In this presentation, we look at ways to leverage our wireline and petrophysical data using an advanced #electrofacies toolkit complete with clustering and neural network routines for electrofacies analysis. We look at facies identification in non-cored intervals to aid in the prediction of petrophysical properties using Multi-Resolution Graph-based Clustering (MRGC).