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A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths

Ling Wu, Van Dung Nguyen, Nanda Gopala Kilingar, Ludovic Noels

2020Computer Methods in Applied Mechanics and Engineering224 citationsDOIOpen Access PDF

Topics & Concepts

Recurrent neural networkContext (archaeology)Computer scienceSurrogate modelRange (aeronautics)Scale (ratio)Artificial neural networkStochastic processDynamic loadingAlgorithmStructural engineeringArtificial intelligenceMathematicsMachine learningEngineeringStatisticsGeologyPhysicsQuantum mechanicsAerospace engineeringPaleontologyStructural Health Monitoring TechniquesUltrasonics and Acoustic Wave PropagationNon-Destructive Testing Techniques