On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg
Erfan Maleki, Sara Bagherifard, Nima Razavi, Michele Bandini, Anton du Plessis, Filippo Berto, Mario Guagliano
Topics & Concepts
Ultimate tensile strengthMaterials scienceResidual stressShot peeningMicrostructureIndentation hardnessSurface roughnessFatigue limitArtificial neural networkBendingSurface finishPorosityLaser peeningComposite materialStructural engineeringComputer scienceMachine learningEngineeringAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses