proper-orthogonal-decomposition topic

Reduced order modelling techniques for OpenFOAM

ITHACA-FV

Modred main repository

belson17

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

FlowModelingControl

Easy Reduced Basis method

mathLab

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

kylebeggs

Pythonic spectral proper orthogonal decomposition

HexFluid

Dimension reduced surrogate construction for parametric PDE maps

hippylib

Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.

stefaniafresca

Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.

stefaniafresca

Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations

erdc