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Projects in Awesome Lists tagged with dynamic-mode-decomposition
A curated list of projects in awesome lists tagged with dynamic-mode-decomposition .
https://github.com/FlowModelingControl/flowtorch
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
cnm csv davis dmd dynamic-mode-decomposition hdf5 ipsp jupyter machine-learning netcdf openfoam pod proper-orthogonal-decomposition pytorch tau
Last synced: 16 Nov 2024
https://github.com/belson17/modred
Modred main repository
dynamic-mode-decomposition dynamical-systems koopman model-reduction proper-orthogonal-decomposition
Last synced: 26 Oct 2024
https://github.com/jbramburger/DataDrivenDynSyst
Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems
autoencoder autoencoder-neural-network autoencoders conservation-laws data-science dynamic-mode-decomposition dynamical-systems extended-dynamic-mode-decomposition forecasting kernel-methods machine-learning neural-network physics-informed-learning physics-informed-neural-networks poincare-map sindy sindy-algorithm stroboscopic-map time-delay universal-approximation-theorem
Last synced: 12 Nov 2024
https://github.com/stefan-zobel/dynmode-decompj
Java Dynamic Mode Decomposition
data-driven-dynamics dimensionality-reduction dynamic-mode-decomposition java singular-value-decomposition
Last synced: 15 Nov 2024
https://github.com/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.
dynamic-mode-decomposition gaussian-random-vector julia-language koopman-operator-theory laplacian-kernel random-matrix-theory reproducing-kernel-hilbert-space
Last synced: 21 Nov 2024
