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Deep learning prediction of stress fields in additively manufactured metals with intricate defect networks

Brendan P. Croom, Michael A. Berkson, Robert Mueller, Michael Presley, Steven Storck

2021Mechanics of Materials72 citationsDOI

Topics & Concepts

Materials scienceMicrostructureFast Fourier transformConvolutional neural networkStress (linguistics)Context (archaeology)Finite element methodArtificial neural networkFourier transformArtificial intelligenceComputer scienceStructural engineeringAlgorithmComposite materialMathematicsMathematical analysisEngineeringBiologyPhilosophyLinguisticsPaleontologyAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual StressesAdvanced X-ray and CT Imaging
Deep learning prediction of stress fields in additively manufactured metals with intricate defect networks | Litcius