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The Top 6 Reduced Order Modeling Open Source Projects

Open source projects categorized as Reduced Order Modeling
Categories > Reduced Order Modeling
Nif ⭐ 41
A library for dimensionality reduction on spatial-temporal PDE
most recent commit 10 months ago
Hippyflow ⭐ 32
Dimension reduced surrogate construction for parametric PDE maps
most recent commit 6 months ago
Odmd ⭐ 20
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
total releases 4most recent commit 2 years ago
Pod Dl Rom ⭐ 17
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.
most recent commit 10 months ago
Perform ⭐ 14
One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-order model methods.
most recent commit 2 years ago
Openfoam Ml Rom ⭐ 7
OpenFOAM examples for data-driven ML and ROM
most recent commit a year ago
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