dynamic-mode-decomposition
There are 34 repositories under dynamic-mode-decomposition topic.
PyDMD/PyDMD
Python Dynamic Mode Decomposition
FlowModelingControl/flowtorch
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
erichson/ristretto
Randomized Dimension Reduction Library
PGelss/scikit_tt
Tensor Train Toolbox
belson17/modred
Modred main repository
jbramburger/DataDrivenDynSyst
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
EthanJamesLew/AutoKoopman
AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.
jbramburger/Data-Science-Methods
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
hanyoseob/matlab-DMD
Dynamic Mode Decomposition (DMD)
datafold-dev/datafold
Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.
nassircassamo/IODMD_SOWFA
This repository contains all the work developed in the context of the Master Thesis dissertation entitled Model Predictive Control for Wake Steering: a Koopman Dynamic Mode Decomposition Approach. The repository includes all developed documentation (dissertation, extended abstract, poster and presentation) source code (MATLAB script and functions), datasets and results (animations, articles).
erdc/pynirom
Python tools for non-intrusive reduced order modeling
EthanJamesLew/koopmania
a little library to help me with things involving Koopman operators
PyDMD/glappo
Generic Linear Algebra Porting of PyDMD [Ongoing]
VArdulov/online_dmd
Implementation of Online DMD using NumPy
erdc/node_nirom
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
hanyoseob/python-DMD
Dynamic Mode Decomposition (DMD)
mukappalambda/dmd
A Python Implementation of Dynamic Mode Decomposition
stressosaurus/dmd-introduction
A short introduction and implementation of the Dynamic Mode Decomposition with applications.
MSU-dcypherlab/Incremental-DMD-for-EEG-Data
An Incremental Approach to Online Dynamic Mode Decomposition for Time-Varying Systems with Applications to EEG Data Modeling
Tushargh29/transonic_shock_buffet
This repository is dedicated to the studienarbeit project of "Numerical investigation of 2D transonic shock-buffet around a NACA 0012-34 airfoil using OpenFOAM and flowTorch" undertaken by Mr. Tushar Gholap under the guidance of Dr. Andre Weiner.
azzeddinetiba/ROM_AM
Non-intrusive Reduced Order Modeling package
ronwilson016/Data-Science-Projects
This repository stores my personal projects related to data science studies.
andgoldschmidt/biDMD-for-quantum
Code for the paper Bilinear Dynamic Mode Decomposition for Quantum Control
ebj220/data-analysis
Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.
bmanjaree/CDA
Projects for the UW AMATH 582 Computational Methods For Data Analysis class
himanshuvnm/Limited-Data-Acquisition-JULIA
This research work is about Limited Data Acquisition for the real life physical experiment of fluid flow across cylinder based on Kernelized Extended Dynamic Mode Decomposition by incorporating Gaussian Random Matrix Theory and Laplacian Kernel Function Hilbert space.
michaelnaps/kman
For research into the application of Koopman operators at Boston University.
stefan-zobel/dynmode-decompJ
Java Dynamic Mode Decomposition
AbineshSivakumar/DMD_StockPrediction_and_Analysis_with_GUI
Predict stocks using DMD, analyze & backtrack performance with Streamlit GUI. Learn ML for stock prediction & analysis with this GitHub repository
KennethJAllen/dynamic-mode-decomposition
Using the dynamic mode decomposition to forcast sales from the m5 competition
amkatrutsa/tmodel_mz
Solvers to build tmodel approximation of DMD with incomplete information
dineshresearch/Lanedetection
Lane detection for autonomous car using Dynamic mode decomposition
khushant2001/Data_driven_control
Using data driven numerical methods to perform system identification, model reduction, and design controllers.