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Prediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network

Indrashish Saha, Ashwini Gupta, Lori Graham‐Brady

2024Computer Methods in Applied Mechanics and Engineering48 citationsDOI

Topics & Concepts

Convolutional neural networkFinite element methodMicrostructureStress (linguistics)Phase (matter)Structural engineeringArtificial neural networkComputer scienceFibre-reinforced plasticMaterials scienceField (mathematics)Composite numberAlgorithmArtificial intelligenceComposite materialEngineeringMathematicsPhysicsPure mathematicsPhilosophyLinguisticsQuantum mechanicsNon-Destructive Testing TechniquesMechanical stress and fatigue analysisComposite Material Mechanics
Prediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network | Litcius