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Self-consistency Reinforced minimal Gated Recurrent Unit for surrogate modeling of history-dependent non-linear problems: Application to history-dependent homogenized response of heterogeneous materials

Ling Wu, Ludovic Noels

2024Computer Methods in Applied Mechanics and Engineering13 citationsDOIOpen Access PDF

Topics & Concepts

Consistency (knowledge bases)MathematicsReinforced concreteApplied mathematicsAlgorithmStructural engineeringMathematical optimizationComputer scienceEngineeringGeometryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignComposite Material Mechanics