Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability
Author:
Funder
Defense Advanced Research Projects Agency
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Modeling and Simulation,Analysis
Link
https://epubs.siam.org/doi/pdf/10.1137/19M1267246
Reference52 articles.
1. Ergodic Theory, Dynamic Mode Decomposition, and Computation of Spectral Properties of the Koopman Operator
2. Study of dynamics in post-transient flows using Koopman mode decomposition
3. Variable Projection Methods for an Optimized Dynamic Mode Decomposition
4. Variational Inference: A Review for Statisticians
5. Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control
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