A machine learning framework to predict local strain distribution and the evolution of plastic anisotropy & fracture in additively manufactured alloys
Waqas Muhammad, Abhijit Brahme, Olga Ibragimova, Jidong Kang, Kaan Inal
Topics & Concepts
Materials scienceSelective laser meltingDigital image correlationAnisotropyUltimate tensile strengthArtificial neural networkMicrostructureFracture (geology)Deformation (meteorology)Tensile testingArtificial intelligencePorosityComposite materialMachine learningComputer sciencePhysicsQuantum mechanicsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses