SVD enabled data augmentation for machine learning based surrogate modeling of non-linear structures
Siddharth S. Parida, Supratik Bose, Megan Butcher, Georgios Apostolakis, Prashant Shekhar
Topics & Concepts
Surrogate modelArtificial neural networkArtificial intelligenceComputer scienceMachine learningOrthonormal basisNonlinear systemAlgorithmBasis functionBasis (linear algebra)Radial basis functionUncertainty quantificationMathematicsQuantum mechanicsPhysicsGeometryMathematical analysisSeismic Performance and AnalysisStructural Health Monitoring TechniquesStructural Engineering and Vibration Analysis