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Prediction of grain size distribution in microstructure of polycrystalline materials using one dimensional convolutional neural network (1D-CNN)

Manas Kumar Padhan, Akshay Rai, Mira Mitra

2023Computational Materials Science16 citationsDOI

Topics & Concepts

Grain sizeMaterials scienceCrystalliteConvolutional neural networkMicrostructureParticle-size distributionVoronoi diagramElectron backscatter diffractionInconelContext (archaeology)DiffractionTessellation (computer graphics)Biological systemOpticsAlgorithmComputer scienceComposite materialMathematicsPhysicsArtificial intelligenceParticle sizeGeometryMetallurgyEngineeringAlloyChemical engineeringBiologyPaleontologyUltrasonics and Acoustic Wave PropagationNon-Destructive Testing TechniquesMaterial Properties and Failure Mechanisms
Prediction of grain size distribution in microstructure of polycrystalline materials using one dimensional convolutional neural network (1D-CNN) | Litcius