Projects in Awesome Lists tagged with reduced-order-modeling
A curated list of projects in awesome lists tagged with reduced-order-modeling .
https://github.com/pswpswpsw/nif
A library for dimensionality reduction on spatial-temporal PDE
deep-learning dimensionality-reduction pde reduced-order-modeling tensorflow
Last synced: 30 Apr 2025
https://github.com/haozhg/odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
ai ai4science applied-math control-theory data-driven-model dynamical-systems fluid-dynamics inverse-problems machine-learning-algorithms model-learning model-reduction nonlinear-dynamics online-learning online-optimization reduced-order-modeling system-identification
Last synced: 14 Jan 2026
https://github.com/simzero/openfoam-ml-rom
OpenFOAM examples for data-driven ML and ROM
cfd deep-learning flowaroundobstacles fluids machine-learning ml onnxruntime openfoam pitzdaily reduced-order-modeling rom simulations workflows
Last synced: 16 May 2025
https://github.com/francocerino/scikit-reducedmodel
Reduced Order Models in a scikit-learn approach.
machine-learning python reduced-basis reduced-order-modeling scikit-learn
Last synced: 07 Aug 2025
https://github.com/papadeiv/nnspod
Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions
finite-volume-method ithaca-fv neural-networks pdes proper-orthogonal-decomposition python reduced-order-modeling
Last synced: 29 Apr 2026
https://github.com/jwwtc/rex-surrogate
A Surrogate Modeling Framework for the Phase-Field Simulation.
gaussian-processes phase-field-method reduced-order-modeling
Last synced: 01 Jul 2026
