cwrowley / dmdtoolsLinks
A library of tools for computing variants of Dynamic Mode Decomposition
☆47Updated 7 years ago
Alternatives and similar repositories for dmdtools
Users that are interested in dmdtools are comparing it to the libraries listed below
Sorting:
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆31Updated 2 years ago
- Easy Reduced Basis method☆85Updated 3 months ago
- sparse dynamic mode decomposition in python☆37Updated 9 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆109Updated 6 months ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆31Updated 4 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated last month
- Spectral proper orthogonal decomposition in Matlab☆137Updated 8 months ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆25Updated last year
- Companion code for Data-Driven Resolvent Analysis☆19Updated 3 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Updated 2 years ago
- Modred main repository☆79Updated 4 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆43Updated 7 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆35Updated 9 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆30Updated last year
- Dynamic Mode Decomposition☆59Updated 7 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Koopman Mode Decomposition☆71Updated 7 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆65Updated last year
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆90Updated 7 months ago
- Channelflow is a software system for numerical analysis of the incompressible fluid flow in channel geometries, written in C++ and MPI-pa…☆73Updated 2 years ago
- Pythonic spectral proper orthogonal decomposition☆40Updated 2 years ago
- Repository for all Matlab/Python code for the Navier-Stokes Resolvent analysis☆40Updated 11 years ago
- Immersed Boundary Projection Method☆110Updated 5 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆150Updated last year