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Data-driven stress and strain curves of the unidirectional composites by deep neural networks with principal component analysis and selective-data augmentation

Materials ScienceDeep Neural NetworksEngineeringStrain LocalizationMechanical BehaviorMechanical EngineeringData-driven StressStressstrain AnalysisPrincipal Component AnalysisDeformation ModelingMechanical DeformationMechanics Of MaterialsFiber-reinforced Composite