Litcius/Paper detail

Learning constitutive relations of plasticity using neural networks and full-field data

Yin Zhang, Qing‐Jie Li, Ting Zhu, Ju Li

2022Extreme Mechanics Letters24 citationsDOIOpen Access PDF

Topics & Concepts

Constitutive equationArtificial neural networkFinite element methodField (mathematics)PlasticityComputer scienceDisplacement (psychology)Sample (material)Test dataStress (linguistics)Artificial intelligenceMathematicsStructural engineeringEngineeringMaterials sciencePhysicsPsychologyPhilosophyLinguisticsThermodynamicsPure mathematicsComposite materialPsychotherapistProgramming languageForce Microscopy Techniques and ApplicationsElasticity and Material ModelingMicrostructure and mechanical properties