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Separable Gaussian neural networks for high-dimensional nonlinear stochastic systems

Xi Wang, Siyuan Xing, Jun Jiang, Ling Hong, Jian‐Qiao Sun

2024Probabilistic Engineering Mechanics10 citationsDOI

Topics & Concepts

Nonlinear systemGaussianDimension (graph theory)Probability density functionBenchmark (surveying)State spaceApplied mathematicsArtificial neural networkMonte Carlo methodMathematicsComputer scienceStatistical physicsMathematical optimizationArtificial intelligencePhysicsStatisticsPure mathematicsGeodesyQuantum mechanicsGeographyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignStatistical Mechanics and Entropy
Separable Gaussian neural networks for high-dimensional nonlinear stochastic systems | Litcius