Movatterモバイル変換

Skip to content

#

model-order-reduction

Here are 45 public repositories matching this topic...

Language:All

Filter by language

All45 Python19 Jupyter Notebook11 MATLAB8 C++3 Julia2

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

pymor

pymor /pymor

pyMOR - Model Order Reduction with Python

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

UpdatedDec 17, 2025
Python

RBniCS /RBniCS

RBniCS - reduced order modelling in FEniCS (legacy)

finite-elements model-order-reduction fenics reduced-basis

UpdatedMar 1, 2025
Python

mathLab /EZyRB

Easy Reduced Basis method

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

UpdatedDec 12, 2025
Jupyter Notebook

mathLab /ATHENA

ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis

python machine-learning sensitivity-analysis model-order-reduction parameter-space-reduction active-subspaces kernel-active-subspaces nonlinear-level-set-learning local-active-subspaces

UpdatedJul 5, 2023
Python

SciML /ModelOrderReduction.jl

High-level model-order reduction to automate the acceleration of large-scale simulations

hpc julia partial-differential-equations differential-equations model-order-reduction scientific-machine-learning sciml

UpdatedDec 13, 2025
Julia

MORLab /sssMOR

sssMOR - Sparse State-Space and Model Order Reduction Toolbox

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

UpdatedAug 15, 2024
MATLAB

fpichi /gca-rom

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

machine-learning deep-learning pytorch neural-networks model-order-reduction graph-neural-networks torch-geometric parametric-pdes

UpdatedNov 13, 2025
Jupyter Notebook

SofaDefrost /ModelOrderReduction

SOFA Plugin to Reduce Model

model-order-reduction sofa-framework

UpdatedDec 12, 2025
C++

emgr

gramian /emgr

emgr -- EMpirical GRamian Framework

matlab reduction octave control-systems control-engineering unsupervised-learning nonlinear-dynamics system-identification model-reduction cross-gramian controllability observability empirical-gramians model-order-reduction dimension-reduction dmd identifiability system-gramians minimality parameter-space-reduction

UpdatedSep 30, 2023
MATLAB

erdc /pynirom

Python tools for non-intrusive reduced order modeling

deep-learning data-driven model-order-reduction radial-basis-function dynamic-mode-decomposition proper-orthogonal-decomposition neural-odes

UpdatedApr 2, 2025
Python

erdc /podrbf_nirom

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

data-driven shallow-water-equations greedy-algorithms model-order-reduction radial-basis-function proper-orthogonal-decomposition non-intrusive reduced-order-modeling

UpdatedApr 29, 2021
Jupyter Notebook

rmojgani /PhysicsAwareAE

The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-uniform parameter/time-varying grid, such that the Kolmogorov n-width of the mapped data on the learned grid is minimized.

rank lstm rnn dimensionality-reduction rom svd model-order-reduction manifold-learning aaai auto-encoder dimensionality reduced-order-models aaai2021

UpdatedSep 14, 2022
Jupyter Notebook

morgen

mpimd-csc /morgen

morgen - Model Order Reduction for Gas and Energy Networks

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

UpdatedMay 31, 2023
MATLAB

oaxelou /PROTON

PROTON - A Python Framework for Physics-Based Electromigration Assessment on Contemporary VLSI Power Grids

cli tool pyqt5 reliability eda model-order-reduction discrete-cosine-transform electromigration stress-diffusion

UpdatedSep 10, 2024
Python

gramian /hapod

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

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

UpdatedAug 23, 2021
MATLAB

forgi86 /lru-reduction

Python code of the paper Model order reduction of deep structured state-space models: A system-theoretic approach

machine-learning system-identification model-order-reduction linear-recurrent-units structured-state-space-models

UpdatedNov 22, 2024
Python

gdalessi /OpenMORe

Python libraries (NumPy-based) to perform model order reduction, clustering and data analysis for combustion and aerothermochemistry data

python plasma clustering numpy combustion pca data-analysis model-order-reduction aerothermochemistry openmore

UpdatedJul 18, 2022
Python

RBniCS /RBniCSx

RBniCSx - reduced order modelling in FEniCSx

finite-elements model-order-reduction reduced-basis reduced-order-models fenicsx

UpdatedNov 2, 2025
Python

Oisin-M /GFN

Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction

machine-learning deep-learning pytorch scientific-computing neural-networks partial-differential-equations model-order-reduction graph-neural-networks parametric-pdes operator-learning ml4physics ml4science

UpdatedNov 22, 2024
Jupyter Notebook

erdc /node_nirom

Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs

tensorflow model-order-reduction radial-basis-function dynamic-mode-decomposition proper-orthogonal-decomposition neural-ode

UpdatedJul 28, 2021
Jupyter Notebook

Improve this page

Add a description, image, and links to themodel-order-reduction topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with themodel-order-reduction topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp