Leveraging machine learning for precision prediction of geomechanical properties of granitic rocks: a comparative analysis of MLR, ANN, and ANFIS models
Samad Narimani, Balázs Vásárhelyi
Topics & Concepts
Adaptive neuro fuzzy inference systemMean squared errorMean absolute percentage errorCoefficient of determinationArtificial neural networkStatisticsMachine learningCompressive strengthArtificial intelligenceMathematicsLinear regressionComputer scienceMaterials scienceFuzzy logicComposite materialFuzzy control systemRock Mechanics and ModelingDrilling and Well EngineeringHydraulic Fracturing and Reservoir Analysis