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Accelerating the data-driven multiscale finite element analysis for elastoplastic materials by using proper orthogonal decomposition and transformer architecture

S.Y. Kim, Hyunseong Shin

2025Computer Methods in Applied Mechanics and Engineering12 citationsDOI

Topics & Concepts

Finite element methodProper orthogonal decompositionTransformerArchitectureStructural engineeringDomain decomposition methodsComputer scienceEngineeringMechanicsPhysicsVoltageElectrical engineeringVisual artsArtTurbulenceComposite Material MechanicsAdvanced Mathematical Modeling in EngineeringNumerical methods in engineering
Accelerating the data-driven multiscale finite element analysis for elastoplastic materials by using proper orthogonal decomposition and transformer architecture | Litcius