Porosity, Permeability and TOC Prediction from Well Logs Using a Neural Network Approach

Apart from their obvious impact on reservoir flow patterns, porosity and permeability are the key variables for characterising the sediments in a basin-scale fluid migration analysis. For basin modelling involving quantification of hydrocarbon generation and its migration pathways, the organic content of the source rock is one of the key inputs.