Machine Learning Approach to Model Rock Strength: Prediction and Variable Selection with Aid of Log Data
Mohammad Islam Miah, Salim Ahmed, Sohrab Zendehboudi, Stephen Butt
Topics & Concepts
Support vector machineArtificial neural networkWirelineMachine learningArtificial intelligenceWell loggingRock mechanicsCompressive strengthLevenberg–Marquardt algorithmBackpropagationComputer scienceEngineeringAlgorithmData miningGeotechnical engineeringPetroleum engineeringMaterials scienceComposite materialTelecommunicationsWirelessDrilling and Well EngineeringRock Mechanics and ModelingHydraulic Fracturing and Reservoir Analysis