Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition
Sun-Young Im, Jonggeon Lee, Maenghyo Cho
Topics & Concepts
Surrogate modelArtificial neural networkComputer scienceSurrogate dataScale (ratio)AlgorithmDimension (graph theory)Plasticityvon Mises yield criterionDegrees of freedom (physics and chemistry)Nonlinear systemArtificial intelligenceFinite element methodMathematicsMachine learningStructural engineeringEngineeringMaterials sciencePure mathematicsPhysicsComposite materialQuantum mechanicsNon-Destructive Testing TechniquesFatigue and fracture mechanicsMechanical stress and fatigue analysis