Topic: "model-reduction"
JuliaControl/ControlSystems.jl
A Control Systems Toolbox for Julia
Language: Julia - Size: 302 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 542 - Forks: 89
pymor/pymor
pyMOR - Model Order Reduction with Python
Language: Python - Size: 40.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 319 - Forks: 115
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.
Language: C++ - Size: 798 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 234 - Forks: 139
LLNL/libROM
Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods
Language: C++ - Size: 54.4 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 220 - Forks: 38
madsjulia/Mads.jl
MADS: Model Analysis & Decision Support
Language: HTML - Size: 184 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 104 - Forks: 21
mathLab/EZyRB
Easy Reduced Basis method
Language: Jupyter Notebook - Size: 37 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 85 - Forks: 65
belson17/modred
Modred main repository
Language: Python - Size: 5.05 MB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 76 - Forks: 38
Willcox-Research-Group/rom-operator-inference-Python3
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
Language: Python - Size: 71.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 72 - Forks: 31
haozhg/odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
Language: Python - Size: 938 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 20
MORLab/sssMOR
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
Language: MATLAB - Size: 57.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 36 - Forks: 9
haozhg/oml
AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
Language: Python - Size: 1.22 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 5
Willcox-Research-Group/ROM-OpInf-Combustion-2D
Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.
Language: Python - Size: 28 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 17
madsjulia/SVR.jl
Support Vector Regression for Unsupervised Machine Learning
Language: C++ - Size: 1.02 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 20 - Forks: 6
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
fkatsimalis/AMORe-CMS
AMORe-CMS (Automatic Model Order Reduction using Component Mode Syntesis) is MATLAB software that automatically performs physics-based model order reduction using component mode synthesis (CMS) on structural FE models made in COMSOL Multiphysics.
Language: MATLAB - Size: 1020 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 4
mpimd-csc/morgen
morgen - Model Order Reduction for Gas and Energy Networks
Language: MATLAB - Size: 7.66 MB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 2
gramian/hapod 📦
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
Language: MATLAB - Size: 26.4 KB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 4
dkong8s93/p2d-model
Numerical Implementation (Finite Difference) of the Pseudo-two-Dimensional Model for Lithium-ion Batteries
Language: Matlab - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 3
Pressio/pressio4py
Python bindings to pressio
Language: C++ - Size: 6.89 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0
HamidrezaEiv/KPCA-DeepONet
Nonlinear model reduction for operator learning
Language: Python - Size: 331 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 7 - Forks: 1
anvelezec/distillation
Basic guide to knowledge distillation
Language: Jupyter Notebook - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1
jeffrey-hokanson/sysmor
System-Theoretic Model Order Reduction in Python
Language: Python - Size: 2.96 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
haozhg/odmd-matlab
Matlab implementation of online and window dynamic mode decomposition algorithms
Language: MATLAB - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
Willcox-Research-Group/rom-operator-inference-MATLAB Fork of elizqian/operator-inference
(MIRROR) Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
Language: MATLAB - Size: 68.4 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 6
madsjulia/madsjulia.github.io
MADS (Model Analysis & Decision Support) documentation
Language: HTML - Size: 335 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
ndalchau/turing-model-reduction
Matlab scripts to recreate figures of the JR Soc Interface article "Model reduction enables Turing instability analysis of large reaction-diffusion models"
Language: MATLAB - Size: 55.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 4
MORLab/MORpH
MORpH - Model reduction of port-Hamiltonian systems
Language: MATLAB - Size: 6.18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1
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: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1
simonbaese/TLBTDAE
Time-Limited Balanced Truncation Model Order Reduction for Descriptor Systems
Language: MATLAB - Size: 149 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0
manvelgasparyan/model_reduction
Matlab implementation of automated model reduction of biochemical reaction networks
Language: MATLAB - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
uzairakbar/efficient-segmentation
Semantic Segmentation with reduced fully convolutional networks for higher latency and lower memory requirement.
Language: Python - Size: 108 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 3
wayXing/RichardPoFlow
Richards equation on porous media
Language: Matlab - Size: 2.24 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 8
MOR-transport/sPOD
Python implementation of the shifted proper orthogonal decomposition
Language: Python - Size: 25.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 2
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
Javi-Olucha/Literature
Collection of relevant literature on different topics
Size: 5.19 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
isrlab/RobustControl.jl
Julia toolbox for robust control.
Language: Julia - Size: 574 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
oliviatessa/pNIF Fork of pswpswpsw/nif
Model reduction via neural network pruning on NIF.
Language: Jupyter Notebook - Size: 69 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Willcox-Research-Group/affine-parametric-opinf
Source code for the paper "Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference" by McQuarrie, Khodabakhshi, and Willcox
Language: Python - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1
gerritgr/LumPy
Model Reduction of the Approximate Master Equation for Epidemic Processes on Complex Networks
Language: Python - Size: 85.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
voduchuy/Vo_2019_ADAMHFSP Fork of MunskyGroup/Vo_2019_ADAMHFSP
Code to reproduce the numerical results in the manuscript, "Bayesian estimation of stochastic gene expression using multifidelity models "Huy D. Vo*, Zachary R. Fox, Ania A. Baetica, Brian E. Munsky.
Language: MATLAB - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
gramian/morsel
Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0