model-reduction
There are 44 repositories under model-reduction topic.
JuliaControl/ControlSystems.jl
A Control Systems Toolbox for Julia
pymor/pymor
pyMOR - Model Order Reduction with Python
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.
LLNL/libROM
Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods
madsjulia/Mads.jl
MADS: Model Analysis & Decision Support
mathLab/EZyRB
Easy Reduced Basis method
belson17/modred
Modred main repository
Willcox-Research-Group/rom-operator-inference-Python3
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
haozhg/odmd
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
MORLab/sssMOR
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
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.
haozhg/oml
AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
dkong8s93/p2d-model
Numerical Implementation (Finite Difference) of the Pseudo-two-Dimensional Model for Lithium-ion Batteries
madsjulia/SVR.jl
Support Vector Regression for Unsupervised Machine Learning
gramian/emgr
emgr -- EMpirical GRamian Framework
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.
mpimd-csc/morgen
morgen - Model Order Reduction for Gas and Energy Networks
gramian/hapod
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
haozhg/odmd-matlab
Matlab implementation of online and window dynamic mode decomposition algorithms
Pressio/pressio4py
Python bindings to pressio
HamidrezaEiv/KPCA-DeepONet
Nonlinear model reduction for operator learning
anvelezec/distillation
Basic guide to knowledge distillation
MORLab/MORpH
MORpH - Model reduction of port-Hamiltonian systems
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"
jeffrey-hokanson/sysmor
System-Theoretic Model Order Reduction in Python
wayXing/RichardPoFlow
Richards equation on porous media
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
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
isrlab/RobustControl.jl
Julia toolbox for robust control.
madsjulia/madsjulia.github.io
MADS (Model Analysis & Decision Support) documentation
aliahmadomran/model-order-reduction-differentiation-method
model-order-reduction-differentiation-method
manvelgasparyan/model_reduction
Matlab implementation of automated model reduction of biochemical reaction networks
simonbaese/TLBTDAE
Time-Limited Balanced Truncation Model Order Reduction for Descriptor Systems
uzairakbar/efficient-segmentation
Semantic Segmentation with reduced fully convolutional networks for higher latency and lower memory requirement.
Willcox-Research-Group/rom-operator-inference-MATLAB
(MIRROR) Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.