duqbo / optdmd
A MATLAB package for computing the optimized dynamic mode decomposition (DMD)
☆18Updated 6 years ago
Alternatives and similar repositories for optdmd:
Users that are interested in optdmd are comparing it to the libraries listed below
- Update PDEKoopman code to Tensorflow 2☆22Updated 3 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆38Updated 7 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆62Updated 4 years ago
- Dynamic Mode Decomposition☆57Updated 7 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆67Updated 4 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆28Updated 3 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- ☆24Updated 6 years ago
- ☆41Updated 7 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆33Updated 11 months ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆28Updated 2 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆79Updated last month
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Updated 5 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- ☆45Updated last year
- ☆13Updated 3 years ago
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Updated 4 years ago
- sparse dynamic mode decomposition in python☆37Updated 9 years ago
- ☆21Updated 4 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆55Updated 4 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 2 years ago
- ☆17Updated 4 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆23Updated 6 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆41Updated 2 years ago
- ☆27Updated 4 years ago