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109

311

other

19

pyMOR - Model Order Reduction with Python

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

Created 2013-04-04

10,842 commits to main branch, last one a day ago

RBniCS RBniCS

49

100

lgpl-3.0

14

RBniCS - reduced order modelling in FEniCS (legacy)

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

Created 2015-09-15

1,725 commits to master branch, last one 4 months ago

EZyRB mathLab

64

81

other

13

Easy Reduced Basis method

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

Created 2016-05-20

485 commits to master branch, last one 2 months ago

ATHENA mathLab

24

53

mit

10

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

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

Created 2019-12-05

331 commits to master branch, last one about a year ago

ModelOrderReduction.jl SciML

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38

mit

9

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

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

Created 2022-05-27

244 commits to main branch, last one 26 days ago

gca-rom fpichi

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29

gpl-3.0

1

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

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

Created 2023-02-01

210 commits to main branch, last one 5 months ago