Advanced Petrophysics Integration of Core, Log Data and Machine Learning for Defining and Predicting

This course is essential for reservoir engineers, reservoir geologists, and Petrophysicists dealing with reservoir modeling. The course will provide the different techniques to establish hydraulic flow units from core data. Also, it will discuss the different methods to predict the defined HFU for uncored wells and intervals. Then define the saturation height function (SHF) for different HFUs, either on capillary-based or on log-based.

• Provide the different techniques to establish hydraulic flow units from core data: RQI, Winland R35, and Pittman.
• Discuss and practice the different methods to propagate the defined HFU for uncored wells and intervals. NN, Fuzzy Logic, MRL, SOM, Cluster Analysis, PCA, Contingency Tables.
• Establish the saturation height function (SHF) for different HFUs, either on capillary or log-based, with reconciliation with logs.