MColbrook / DMD-MultiverseLinks
MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"
☆17Updated last year
Alternatives and similar repositories for DMD-Multiverse
Users that are interested in DMD-Multiverse are comparing it to the libraries listed below
Sorting:
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆39Updated last year
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆57Updated 3 years ago
- Compute spectral measures of self-adjoint operators☆20Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆25Updated 7 years ago
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆68Updated last year
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- General purpose code and examples for the mpEDMD algorithm.☆15Updated last year
- Dynamic Mode Decomposition☆60Updated 8 years ago
- ☆21Updated 5 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆158Updated last year
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆29Updated 3 years ago
- ☆32Updated last year
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 2 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆47Updated 11 months ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆16Updated last year
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated 2 years ago
- ☆30Updated 7 years ago
- Data-driven dynamical systems toolbox.☆76Updated 2 months ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 6 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Methods for numerical differentiation of noisy data in python☆123Updated this week
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆19Updated 6 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆76Updated 3 years ago
- Tensor Train Toolbox☆122Updated 3 weeks ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Updated 4 years ago
- Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks☆58Updated 6 months ago
- Data-driven reduced order modeling for nonlinear dynamical systems☆90Updated 3 months ago
- Material for workshop and autumn school on scientific machine learning 2023☆21Updated last year