Comparative analysis and experimental validation of statistical and machine learning-based regressors for modeling the surface roughness and mechanical properties of 316L stainless steel specimens produced by selective laser melting
Iván La Fé-Perdomo, Jorge Ramos‐Grez, Ignacio Jeria, Carolina Guerra, Germán Barrionuevo
Topics & Concepts
Surface roughnessPerceptronSelective laser meltingMaterials scienceDesign of experimentsResponse surface methodologyMachine learningMultilayer perceptronBox–Behnken designSurface finishLaser power scalingAdaptive neuro fuzzy inference systemSupport vector machineMechanical engineeringArtificial intelligenceComputer scienceArtificial neural networkLaserFuzzy logicComposite materialStatisticsMathematicsEngineeringOpticsFuzzy control systemPhysicsMicrostructureAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses