Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response
Saurabh Balkrishna Tandale, Franz Bamer, Bernd Markert, Marcus Stoffel
Topics & Concepts
Finite element methodViscoplasticityRobustness (evolution)Artificial neural networkDeep learningComputer scienceArtificial intelligenceScheme (mathematics)Recurrent neural networkConstitutive equationApplied mathematicsStructural engineeringMathematicsEngineeringMathematical analysisBiochemistryChemistryGeneModel Reduction and Neural NetworksHydraulic and Pneumatic SystemsStructural Health Monitoring Techniques