A sample-efficient deep learning method for multivariate uncertainty qualification of acoustic–vibration interaction problems
Leilei Chen, Ruhui Cheng, Shengze Li, Haojie Lian, Changjun Zheng, Stéphane Bordas
Topics & Concepts
Monte Carlo methodIsogeometric analysisSingular value decompositionArtificial neural networkFinite element methodRadial basis functionComputer scienceMultivariate statisticsBasis functionBasis (linear algebra)VibrationSurrogate modelBoundary value problemBoundary (topology)AlgorithmMathematical optimizationMathematicsArtificial intelligenceStructural engineeringMachine learningAcousticsEngineeringPhysicsMathematical analysisGeometryStatisticsAdvanced Numerical Analysis TechniquesModel Reduction and Neural NetworksNumerical methods in engineering