reduced-order-modeling topic

A library for dimensionality reduction on spatial-temporal PDE

pswpswpsw

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

haozhg

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

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

erdc

One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-order model methods.

cwentland0

OpenFOAM examples for data-driven ML and ROM

simzero