Group Method of Data Handling (GMDH) Neural Network for Estimating Total Organic Carbon (TOC) and Hydrocarbon Potential Distribution (S1, S2) Using Well Logs
Alvin K. Mulashani, Chuanbo Shen, Solomon Asante‐Okyere, Paulus N. Kerttu, Elieneza Nicodemus Abelly
Topics & Concepts
Artificial neural networkBackpropagationGroup method of data handlingTotal organic carbonMean squared errorApproximation errorStatisticsWell loggingTest dataArtificial intelligencePattern recognition (psychology)MathematicsComputer scienceMachine learningGeologyPetroleum engineeringChemistryEnvironmental chemistryProgramming languageHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingNMR spectroscopy and applications