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:
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆39Updated last year
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Updated 2 months ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆90Updated 4 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆58Updated 3 years ago
- ☆45Updated 4 years ago
- Data-driven dynamical systems toolbox.☆76Updated 2 months ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆54Updated 2 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆91Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆159Updated last year
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆26Updated last year
- sssMOR - Sparse State-Space and Model Order Reduction Toolbox☆41Updated last year
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆153Updated 4 years ago
- GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved☆11Updated 3 years ago
- FOMCON toolbox for MATLAB☆42Updated 10 months ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆59Updated 4 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆13Updated 4 years ago
- Koopman Mode Decomposition☆73Updated 8 years ago
- computational adjoint-based shape optimization and optimal control software for python☆57Updated this week
- Randomized Greedy Polynomial Chaos Expansions☆11Updated 6 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 2 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Learning Koopman operator by EDMD with trainable dictionary☆26Updated 3 years ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆19Updated last year
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆15Updated 6 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 months ago