imanchester / NonlinearIDLinks
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
Sorting:
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Reduced Order Model Predictive Control☆24Updated 3 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- ☆43Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated last year
- In this toolbox you find a family of PBSID algorithms for LTI, LPV and other model structures.☆15Updated 7 years ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆79Updated last month
- Data-driven dynamical systems toolbox.☆74Updated 3 weeks ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 6 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆55Updated 3 years ago
- Dynamic System Identification Toolbox☆13Updated 7 years ago
- sssMOR - Sparse State-Space and Model Order Reduction Toolbox☆37Updated 9 months ago
- Fractional Order Numerical Methods☆13Updated 5 years ago
- An open source first-order MATLAB solver for conic programs with row sparsity.☆11Updated 8 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated 7 months ago
- This repository stores the implementation of three hysteretic models that use Physics-Guided neural networks (PGNNs) and Universal ordina…☆8Updated 2 years ago
- ☆10Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆73Updated last year
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- Learning dynamical systems from data: Koopman☆16Updated 5 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.☆40Updated 2 weeks ago
- Source code for 'Dynamical Systems with Applications using MATLAB®, 2ed' by Stephen Lynch http://www.springer.com/book/9783319068190☆31Updated 4 years ago
- 分数阶微分方程实例求解☆19Updated 7 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆19Updated 2 years 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
- Newer Matlab Implementation of Machine Learning Control☆15Updated last year