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
- Data-driven reduced order modeling for nonlinear dynamical systems☆66Updated this week
- Dynamic System Identification Toolbox☆13Updated 7 years ago
- FOMCON toolbox for MATLAB☆36Updated 4 months ago
- Reduced Order Model Predictive Control☆22Updated 3 years ago
- ☆41Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆36Updated last year
- In this toolbox you find a family of PBSID algorithms for LTI, LPV and other model structures.☆15Updated 7 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆24Updated 6 months ago
- Toolbox for system identification of nonlinear state space grey-box models using CasADi☆25Updated last year
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- sssMOR - Sparse State-Space and Model Order Reduction Toolbox☆36Updated 8 months ago
- Data-driven dynamical systems toolbox.☆74Updated last month
- An open source first-order MATLAB solver for conic programs with row sparsity.☆11Updated 7 years ago
- Learning Koopman operator by EDMD with trainable dictionary☆25Updated 2 years ago
- ☆20Updated 3 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆72Updated 11 months ago
- 分数阶微分方程实例求解☆19Updated 7 years ago
- Imperial College London Optimal Control Software (ICLOCS)☆82Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆20Updated last week
- Koopman Reduced-Order Nonlinear Identification and Control☆88Updated 5 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- This repository stores the implementation of three hysteretic models that use Physics-Guided neural networks (PGNNs) and Universal ordina…☆7Updated last year
- AleksandarHaber / Subspace-Identification-State-Space-System-Identification-of-Dynamical-Systems-and-Time-Series-☆44Updated 2 weeks ago
- Newer Matlab Implementation of Machine Learning Control☆15Updated last year
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆51Updated last year