Modeling stress-strain curves with neural networks: a scalable alternative to the return mapping algorithm
Maxime Lavech du Bos, Fadoua Balabdaoui, Julian N. Heidenreich
Topics & Concepts
Artificial neural networkIsotropyComputer scienceAlgorithmStress (linguistics)ScalabilityFeedforward neural networkScope (computer science)Feed forwardConstitutive equationApplied mathematicsMachine learningArtificial intelligenceMathematical optimizationMathematicsFinite element methodControl engineeringEngineeringPhysicsStructural engineeringQuantum mechanicsProgramming languagePhilosophyLinguisticsDatabaseModel Reduction and Neural NetworksElasticity and Material ModelingMachine Learning in Materials Science