hanyoseob / matlab-DMD
Dynamic Mode Decomposition (DMD)
☆30Updated 3 years ago
Alternatives and similar repositories for matlab-DMD:
Users that are interested in matlab-DMD are comparing it to the libraries listed below
- ☆19Updated 3 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆38Updated 7 years ago
- Koopman Mode Decomposition☆72Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆33Updated last year
- ☆55Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆51Updated last month
- Bayesian System IDentification☆28Updated 6 years ago
- ☆41Updated 3 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆38Updated 2 years ago
- Tutorial on Gaussian Processes☆62Updated 4 years ago
- Randomized Greedy Polynomial Chaos Expansions☆12Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆134Updated 10 months ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 5 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆85Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- Koopman operator☆27Updated 4 years ago
- Research/development of physics-informed neural networks for dynamic systems☆16Updated last month
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆17Updated 2 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆37Updated 7 years ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆22Updated 4 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆14Updated 5 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆39Updated 4 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- The MATLAB code below implements the second-order SPSA (simultaneous perturbation stochastic approximation) and second-order SG (stochast…☆11Updated 4 years ago
- Gaussian Process Regression using GPML toolbox☆31Updated 4 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆23Updated last year