Projects in Awesome Lists tagged with model-reduction

https://github.com/pymor/pymor

pyMOR - Model Order Reduction with Python

control-systems data-driven dealii dune empirical-interpolation fenics model-order-reduction model-reduction ngsolve nonlinear-dynamics parametric python reduced-basis state-space

Last synced: 12 Jan 2026

https://github.com/idaholab/raven

RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.

data-mining model-calibration model-reduction optimization-algorithms parametric-analysis probabilistic-analysis risk-analysis uncertainty-quantification validation

Last synced: 08 Apr 2025

https://github.com/llnl/librom

Model reduction library with an emphasis on large scale parallelism and linear subspace methods

large-scale math-physics model-reduction modeling parallel-computing reduced-order-models scientific simulation subspace-learning

Last synced: 07 Apr 2025

https://github.com/madsjulia/mads.jl

MADS: Model Analysis & Decision Support

blind-source-separation calibration data-analytics decision-making decision-support high-performance-computing inversion machine-learning matrix-factorization model-analysis model-reduction parameter-estimation sensitivity-analysis uncertainty-quantification

Last synced: 12 Feb 2026

https://github.com/mathlab/ezyrb

Easy Reduced Basis method

autoencoder data-driven hacktoberfest model-order-reduction model-reduction non-intrusive-model-order-reduction pod-gpr pod-interpolation pod-nn proper-orthogonal-decomposition reduced-basis

Last synced: 21 Oct 2025

https://github.com/belson17/modred

Modred main repository

dynamic-mode-decomposition dynamical-systems koopman model-reduction proper-orthogonal-decomposition

Last synced: 21 Oct 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/MORLab/sssMOR

sssMOR - Sparse State-Space and Model Order Reduction Toolbox

dynamical-systems large-scale matlab-toolbox model-order-reduction model-reduction state-space

Last synced: 21 Nov 2025

https://github.com/haozhg/oml

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

ai ai4science applied-mathematics control-theory data-driven-model dynamical-systems inverse-problems machine-learning model-learning model-reduction online-learning online-optimization python reduced-order-models system-identification

Last synced: 17 Jan 2026

https://github.com/madsjulia/svr.jl

Support Vector Regression for Unsupervised Machine Learning

data-analysis data-analytics libsvm machine-learning mads model-analysis model-reduction regression support-vector-machine support-vector-machines support-vector-regression

Last synced: 22 Apr 2025

https://github.com/mpimd-csc/morgen

morgen - Model Order Reduction for Gas and Energy Networks

digital-twin dimensionality-reduction euler-equations gas-dynamics gas-flow gas-network gas-network-simulation gas-transport gasmor matlab model-order-reduction model-reduction morgen natural-gas octave

Last synced: 17 Mar 2026

https://github.com/gramian/hapod

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

data-driven data-reduction data-science datascience dimension-reduction distributed-memory high-performance-computing hpc limited-memory mapreduce mapreduce-algorithm model-order-reduction model-reduction pca pod proper-orthogonal-decomposition svd unsupervised-learning

Last synced: 06 May 2025

https://github.com/nrel-distribution-suites/grid-data-models

GDM is a python package containing pydantic data models for distribution power system assets and datasets. This package is actively being developed and maintained at National Renewable Energy Laboratory (NREL).

interoperability model-reduction power-system-model powerflow structural-models tracked-changes validation