Modeling of missing dynamical systems: deriving parametric models using a nonparametric framework

Keyphrases

• Dynamical Systems 100%
• Reproducing Kernel Hilbert Space 100%
• Parametric Model 100%
• Non-Markovian Model 100%
• Nonparametric 50%
• Numerical Results 50%
• Modeling Approach 50%
• Application Domain 50%
• Closure Model 50%
• Accurate Estimation 50%
• Full Dynamic 50%
• Conditional Distribution 50%
• Long Memory 50%
• Nonlinear Dynamics 50%
• Nonparametric Modeling 50%
• Kernel Mean Embedding 50%
• Parametric Modeling 50%
• Effective Dynamics 50%
• Averaging Theory 50%
• Autocovariance 50%
• Hilbert Space Representation 50%

Mathematics

• Dynamical System 100%
• Basis Function 100%
• Hilbert Space 100%
• Parametric Model 100%
• Gaussian Distribution 50%
• Parametric 50%
• Timescale 50%
• Replicate 50%
• Modeling Approach 50%
• Conditional Distribution 50%
• Temporal Scale 50%
• Relevant Variable 50%
• Autocovariance 50%
• Orthonormal Basis 50%