Physics-informed few-shot deep learning for elastoplastic constitutive relationships
Chen Wang, You-quan He, Hong‐Ming Lu, Jianguo Nie, Jian‐Sheng Fan
Topics & Concepts
Computer scienceNonlinear systemGeneralizationRegularization (linguistics)Artificial intelligenceMachine learningExperimental dataPhysicsMathematicsQuantum mechanicsMathematical analysisStatisticsModel Reduction and Neural NetworksMechanical stress and fatigue analysisElasticity and Material Modeling