model-order-reduction
There are 41 repositories under model-order-reduction topic.
pymor/pymor
pyMOR - Model Order Reduction with Python
RBniCS/RBniCS
RBniCS - reduced order modelling in FEniCS (legacy)
mathLab/EZyRB
Easy Reduced Basis method
mathLab/ATHENA
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
SciML/ModelOrderReduction.jl
High-level model-order reduction to automate the acceleration of large-scale simulations
MORLab/sssMOR
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
fpichi/gca-rom
GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
SofaDefrost/ModelOrderReduction
SOFA Plugin to Reduce Model
gramian/emgr
emgr -- EMpirical GRamian Framework
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.
erdc/pynirom
Python tools for non-intrusive reduced order modeling
erdc/podrbf_nirom
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
mpimd-csc/morgen
morgen - Model Order Reduction for Gas and Energy Networks
gramian/hapod
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
gdalessi/OpenMORe
Python libraries (NumPy-based) to perform model order reduction, clustering and data analysis for combustion and aerothermochemistry data
oaxelou/PROTON
PROTON - A Python Framework for Physics-Based Electromigration Assessment on Contemporary VLSI Power Grids
forgi86/lru-reduction
Python code of the paper Model order reduction of deep structured state-space models: A system-theoretic approach
RBniCS/RBniCSx
RBniCSx - reduced order modelling in FEniCSx
erdc/node_nirom
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
Oisin-M/GFN
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
erdc/aa_autoencoder_mca
Supporting code for "reduced order modeling using advection-aware autoencoders"
denise91/DwarfElephant
Implementation of the Reduced Basis Method
mathLab/RBniCS
RBniCS - reduced order modelling in FEniCS
FMatti/Maxwell-MRI
Minimal rational interpolation (MRI) suite for time-harmonic problems in electromagnetism governed by Maxwell's equations.
yvesantonio/HigaMod
Hierarchical Model Reduction
buqeye/frontiers-emulator-review
Supplemental Material for "BUQEYE Guide to Projection-Based Emulators in Nuclear Physics"
gramian/morgen
morgen - Model Order Reduction for Gas and Energy Networks
vmasha/fvm-gmsfem
Implementation of the Generalized Multiscale Finite Element Method (GMsFEM) for solution problems in heterogeneous media with finite volume approximation on the fine grid
ADACS-Australia/Rombus
For full documentation, see:
athos-innocenti/MORForNonlinearEllipticProblem
Solving a non-linear elliptic problem via POD, PINN and POD-nn approaches
MOR-transport/FrontTransportReduction
This repository implements a new model order reduction approach for moving fronts.
kimy-de/controlsystems
Example of control simulations
MOR-transport/automated_NsPOD
Repository that implements the neural network shifted POD
steff-mueller/spectralFactorMORdescriptor
Passivity-preserving model reduction for descriptor systems via spectral factorization
kimy-de/cur
Dimensionality reduction using CUR decomposition