Topic: "model-order-reduction"
pymor/pymor
pyMOR - Model Order Reduction with Python
Language: Python - Size: 40.6 MB - Last synced at: 10 days ago - Pushed at: 12 days ago - Stars: 317 - Forks: 114
RBniCS/RBniCS
RBniCS - reduced order modelling in FEniCS (legacy)
Language: Python - Size: 13.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 102 - Forks: 49
mathLab/EZyRB
Easy Reduced Basis method
Language: Jupyter Notebook - Size: 37 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 84 - Forks: 64
mathLab/ATHENA
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
Language: Python - Size: 38.9 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 50 - Forks: 24
SciML/ModelOrderReduction.jl
High-level model-order reduction to automate the acceleration of large-scale simulations
Language: Julia - Size: 1.4 MB - Last synced at: 2 days ago - Pushed at: 20 days ago - Stars: 39 - Forks: 6
MORLab/sssMOR
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
Language: MATLAB - Size: 57.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 36 - Forks: 9
fpichi/gca-rom
GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
Language: Jupyter Notebook - Size: 526 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 35 - Forks: 10
SofaDefrost/ModelOrderReduction
SOFA Plugin to Reduce Model
Language: C++ - Size: 143 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 29 - Forks: 24
gramian/emgr 📦
emgr -- EMpirical GRamian Framework
Language: MATLAB - Size: 1.36 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4
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.
Language: Jupyter Notebook - Size: 56.1 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 4
gramian/hapod 📦
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
Language: MATLAB - Size: 26.4 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 4
erdc/pynirom
Python tools for non-intrusive reduced order modeling
Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 14 - Forks: 7
gdalessi/OpenMORe
Python libraries (NumPy-based) to perform model order reduction, clustering and data analysis for combustion and aerothermochemistry data
Language: Python - Size: 15.9 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 1
erdc/podrbf_nirom
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
Language: Jupyter Notebook - Size: 3.75 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 5
forgi86/lru-reduction
Python code of the paper Model order reduction of deep structured state-space models: A system-theoretic approach
Language: Python - Size: 3.86 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 1
mpimd-csc/morgen
morgen - Model Order Reduction for Gas and Energy Networks
Language: MATLAB - Size: 7.66 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 2
RBniCS/RBniCSx
RBniCSx - reduced order modelling in FEniCSx
Language: Python - Size: 677 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 10 - Forks: 4
oaxelou/PROTON
PROTON - A Python Framework for Physics-Based Electromigration Assessment on Contemporary VLSI Power Grids
Language: Python - Size: 15.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2
Oisin-M/GFN
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
Language: Jupyter Notebook - Size: 701 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0
erdc/node_nirom
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
Language: Jupyter Notebook - Size: 8.34 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2
erdc/aa_autoencoder_mca
Supporting code for "reduced order modeling using advection-aware autoencoders"
Language: Python - Size: 5.6 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1
mathLab/RBniCS Fork of RBniCS/RBniCS
RBniCS - reduced order modelling in FEniCS
Language: Python - Size: 13.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2
yvesantonio/HigaMod
Hierarchical Model Reduction
Language: MATLAB - Size: 778 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 5
FMatti/Maxwell-MRI
Minimal rational interpolation (MRI) suite for time-harmonic problems in electromagnetism governed by Maxwell's equations.
Language: Jupyter Notebook - Size: 31.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
gramian/morgen Fork of mpimd-csc/morgen
morgen - Model Order Reduction for Gas and Energy Networks
Language: MATLAB - Size: 7.66 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
buqeye/frontiers-emulator-review
Supplemental Material for "BUQEYE Guide to Projection-Based Emulators in Nuclear Physics"
Language: Python - Size: 5.31 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1
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
Language: C++ - Size: 654 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1
ADACS-Australia/Rombus
For full documentation, see:
Language: Python - Size: 688 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 5
athos-innocenti/MORForNonlinearEllipticProblem
Solving a non-linear elliptic problem via POD, PINN and POD-nn approaches
Language: Jupyter Notebook - Size: 11 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
MOR-transport/FrontTransportReduction
This repository implements a new model order reduction approach for moving fronts.
Language: MATLAB - Size: 314 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
Atulsingh92/Model-Order-Reduction-project
Size: 425 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1
UQatKIT/UQ4cgDNA
Uncertainty Quantification for the cgDNA framework
Language: Python - Size: 37.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
MOR-transport/OCsPOD_paper
Optimal control for a class of linear transport dominated systems via the shifted proper orthogonal decomposition
Language: Python - Size: 59.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
shubhadityaburela/NsPOD
Performs automated transport separation of transport-dominated systems with neural networks
Language: Jupyter Notebook - Size: 9.58 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
kimy-de/cur
Dimensionality reduction using CUR decomposition
Language: Python - Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
steff-mueller/spectralFactorMORdescriptor
Passivity-preserving model reduction for descriptor systems via spectral factorization
Language: Julia - Size: 550 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
kimy-de/controlsystems
Example of control simulations
Language: Jupyter Notebook - Size: 584 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
kimy-de/icae
individual convolutional autoencoders (iCAEs) for low-dimensional parametrization
Language: Python - Size: 19.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
chrdz/2018-balancedTruncation
Implementation of balanced truncation method for semi-discretized heat equation, boundary control, Neumann observation. In 2018.
Language: MATLAB - Size: 1.57 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
gramian/morsel
Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
biomimetics-iitm/fsrk-rom Fork of j-jith/fsrk-rom
Frequency domain reduced order model (ROM) for second-order systems with frequency dependent matrices
Language: Python - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
j-jith/fsrk-rom
Frequency domain reduced order model (ROM) for second-order systems with frequency dependent matrices
Language: Python - Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 2
