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:
- Compute spectral measures of self-adjoint operators☆20Updated 2 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- General purpose code and examples for the mpEDMD algorithm.☆15Updated last year
- Efficient Differentiable n-d PDE solvers in JAX.☆47Updated 10 months ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆14Updated 2 months ago
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆16Updated last year
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 6 years ago
- Code for the paper "Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks" (https://arxiv.org/abs/2206.…☆10Updated 3 years ago
- Data-driven dynamical systems toolbox.☆75Updated last month
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆64Updated last year
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- ☆111Updated this week
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆25Updated 7 years ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- ☆49Updated last week
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆29Updated 3 years ago
- ☆32Updated last year
- ☆30Updated 7 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
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆158Updated last year
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆30Updated last year
- Orthogonal polynomials with JAX☆26Updated last week
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 2 years ago
- A hackable Lyapunov exponents calculator☆14Updated 5 years ago
- Dynamic Mode Decomposition☆60Updated 8 years ago
- Material for workshop and autumn school on scientific machine learning 2023☆21Updated last year
- ☆21Updated 4 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Updated 2 months ago