Data-driven multiscale finite-element method using deep neural network combined with proper orthogonal decomposition
Suhan Kim, Hyunseong Shin
Topics & Concepts
Computer scienceFinite element methodArtificial neural networkNonlinear systemProper orthogonal decompositionBoundary value problemAlgorithmMathematical optimizationComputational scienceArtificial intelligenceMathematicsPhysicsMathematical analysisMechanicsTurbulenceThermodynamicsQuantum mechanicsComposite Material MechanicsAdvanced Mathematical Modeling in EngineeringTopology Optimization in Engineering