duqbo / optdmdLinks
A MATLAB package for computing the optimized dynamic mode decomposition (DMD)
☆19Updated 6 years ago
Alternatives and similar repositories for optdmd
Users that are interested in optdmd are comparing it to the libraries listed below
Sorting:
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆159Updated last year
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆44Updated 2 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆59Updated 4 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆39Updated last year
- Dynamic Mode Decomposition☆60Updated 8 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆33Updated 4 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- ☆41Updated 7 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆29Updated 3 years ago
- 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
- ☆19Updated 4 years ago
- ☆21Updated 5 years ago
- ☆26Updated 7 years ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆147Updated 5 years ago
- Multi Fidelity Monte Carlo☆23Updated 5 years ago
- ☆49Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆90Updated 3 months ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆78Updated 3 years ago
- PySensors is a Python package for sparse sensor placement☆100Updated last month
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆18Updated 3 years ago
- ☆30Updated 7 years ago