Physics-informed neural network for constitutive modeling of cyclic crystal plasticity considering deformation mechanism
Huanbo Weng, Franz Bamer, Cheng Luo, Bernd Markert, Huang Yuan
Topics & Concepts
Constitutive equationMechanism (biology)Crystal plasticityDeformation (meteorology)PlasticityArtificial neural networkMaterials scienceDeformation mechanismMechanical engineeringComputer sciencePhysicsStructural engineeringFinite element methodEngineeringArtificial intelligenceComposite materialQuantum mechanicsMicrostructureModel Reduction and Neural NetworksHydrogen embrittlement and corrosion behaviors in metalsMetallurgy and Material Forming