MColbrook / Residual-Dynamic-Mode-Decomposition
Code for ResDMD: data-driven spectral properties of Koopman Operators
☆35Updated last year
Alternatives and similar repositories for Residual-Dynamic-Mode-Decomposition:
Users that are interested in Residual-Dynamic-Mode-Decomposition are comparing it to the libraries listed below
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆28Updated 3 years ago
- General purpose code and examples for the mpEDMD algorithm.☆12Updated last year
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆28Updated 2 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆137Updated last year
- Data-driven dynamical systems toolbox.☆73Updated last month
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated last year
- Compressive dynamic mode decomposition with control for compressive system identification☆39Updated 7 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆64Updated 4 months ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆72Updated 10 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- ☆41Updated 3 years ago
- MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"☆16Updated 11 months ago
- ☆19Updated 3 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated 2 weeks ago
- Koopman Reduced-Order Nonlinear Identification and Control☆88Updated 4 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆142Updated 3 years ago
- Learning Koopman operator by EDMD with trainable dictionary☆25Updated 2 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- ☆14Updated 3 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆20Updated 2 weeks ago
- ☆9Updated 6 months ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆23Updated 6 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- ☆21Updated 4 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆42Updated 2 years ago