MColbrook / DMD-MultiverseLinks
MATLAB packages accompanying the review article "The Multiverse of Dynamic Mode Decomposition Algorithms"
☆19Updated 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:
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆40Updated last year
- Compute spectral measures of self-adjoint operators☆20Updated 2 years ago
- Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated 2 years ago
- ☆21Updated 5 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆26Updated 7 years ago
- ☆30Updated 7 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 6 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Updated 4 months ago
- ☆114Updated this week
- Efficient Differentiable n-d PDE solvers in JAX.☆52Updated 3 weeks ago
- General purpose code and examples for the mpEDMD algorithm.☆16Updated 2 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 3 years ago
- Tensor Train Toolbox☆124Updated 3 weeks ago
- Methods for numerical differentiation of noisy data in python☆126Updated last week
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆161Updated last year
- Repository for Deterministic Particle Flow Control framework☆10Updated 3 years ago
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆75Updated 10 months ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆16Updated last year
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆74Updated last year
- a collection of modern sparse (regularized) linear regression algorithms.☆65Updated 5 years ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Updated 4 years ago
- ME 697 - Advanced Scientific Machine Learning☆25Updated 6 months ago
- ☆40Updated 4 years ago
- ☆32Updated last year
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Updated 4 months ago