Predicting Formation Pore-Pressure from Well-Log Data with Hybrid Machine-Learning Optimization Algorithms
Mohammad Farsi, Nima Mohamadian, Hamzeh Ghorbani, David A. Wood, Shadfar Davoodi, Jamshid Moghadasi, Mehdi Ahmadi Alvar
Topics & Concepts
Particle swarm optimizationPetrophysicsMean squared errorAlgorithmDrillingExtreme learning machineArtificial neural networkMachine learningGeologyArtificial intelligenceComputer scienceEngineeringMathematicsPorosityStatisticsGeotechnical engineeringMechanical engineeringMineral Processing and GrindingHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir Analysis