Robust and Scalable Methods for the Dynamic Mode Decomposition

Keyphrases

• Scalable Methods 100%
• Variable Projection 100%
• Dynamic Mode Decomposition 100%
• Time Dynamics 66%
• Spatial Structure 33%
• Misfit 33%
• Fourier 33%
• Statistical Framework 33%
• Time Series Data 33%
• Frobenius Norm 33%
• Black Box 33%
• Nonlinear Least Squares Problem 33%
• Regularizer 33%
• Stochastic Variance Reduction 33%
• Spatiotemporal Decomposition 33%
• Robust Principal Component Analysis 33%
• Decomposition Parameters 33%
• Dimension Reduction Method 33%
• Synthetic Example 33%

Mathematics

• Matrix (Mathematics) 100%
• Dynamic Mode Decomposition 100%
• Stochastics 33%
• Dimensionality Reduction 33%
• Variance Reduction 33%
• Frobenius Norm 33%
• Software Source 33%
• Black Box 33%
• Reduction Algorithm 33%
• Time Series Data 33%
• Principal Component Analysis 33%
• Least Squares Method 33%