imanchester / NonlinearID
Nonlinear System Identification (aka Learning Dynamical Systems) with guaranteed stability/contraction
☆14Updated 5 years ago
Alternatives and similar repositories for NonlinearID:
Users that are interested in NonlinearID are comparing it to the libraries listed below
- Compressive dynamic mode decomposition with control for compressive system identification☆39Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- Reduced Order Model Predictive Control☆23Updated 3 years ago
- ☆41Updated 3 years ago
- Dynamic System Identification Toolbox☆13Updated 7 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆88Updated 5 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆36Updated last year
- Computation of invariant manifolds in high-dimensional mechanics problems☆24Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆69Updated 3 weeks ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- An open source first-order MATLAB solver for conic programs with row sparsity.☆11Updated 7 years ago
- FOMCON toolbox for MATLAB☆39Updated 5 months ago
- In this toolbox you find a family of PBSID algorithms for LTI, LPV and other model structures.☆15Updated 7 years ago
- ☆20Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- sssMOR - Sparse State-Space and Model Order Reduction Toolbox☆36Updated 8 months ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated 6 months ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆14Updated 6 years ago
- This repository stores the implementation of three hysteretic models that use Physics-Guided neural networks (PGNNs) and Universal ordina…☆7Updated last year
- Toolbox for system identification of nonlinear state space grey-box models using CasADi☆25Updated last year
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆42Updated 2 years ago
- Data-driven dynamical systems toolbox.☆74Updated this week
- Source code for 'Dynamical Systems with Applications using MATLAB®, 2ed' by Stephen Lynch http://www.springer.com/book/9783319068190☆31Updated 4 years ago
- Learning Koopman operator by EDMD with trainable dictionary☆25Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆73Updated last year
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Updated 2 years ago
- AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control☆30Updated 2 years ago
- ☆10Updated 2 years ago