A physics-constrained neural network for crystal plasticity modelling of FCC materials
Guowei Zhou, Yuanzhe Hu, Zizheng Cao, Myoung‐Gyu Lee, Dayong Li
Topics & Concepts
Constitutive equationMaterials sciencePlasticityMonotonic functionSlip (aerodynamics)Artificial neural networkCrystal plasticityShear (geology)MechanicsStatistical physicsArtificial intelligenceStructural engineeringFinite element methodComputer scienceMathematical analysisMathematicsComposite materialPhysicsThermodynamicsEngineeringModel Reduction and Neural NetworksMetallurgy and Material FormingElasticity and Material Modeling