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SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials

Yousef Heider, Kun Wang, WaiChing Sun

2020Computer Methods in Applied Mechanics and Engineering125 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkArtificial intelligenceGeodesicSpectral graph theoryComputer scienceRobustness (evolution)Cartesian coordinate systemAlgorithmMathematicsTheoretical computer scienceGraphApplied mathematicsMachine learningMathematical analysisGeometryVoltage graphLine graphBiochemistryChemistryGeneModel Reduction and Neural NetworksMachine Fault Diagnosis TechniquesMechanical stress and fatigue analysis
SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials | Litcius