ITHACA-FV/ITHACA-FV

Reduced order modelling techniques for OpenFOAM

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FlowModelingControl/flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

Language: Python - Size: 20.6 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 151 - Forks: 48

mathLab/EZyRB

Easy Reduced Basis method

Language: Jupyter Notebook - Size: 37 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 85 - Forks: 64

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

kylebeggs/POD-RBF

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

Language: Python - Size: 2.98 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 65 - Forks: 12

hippylib/hippyflow

Dimension reduced surrogate construction for parametric PDE maps

Language: Python - Size: 162 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 37 - Forks: 7

stefaniafresca/POD-DL-ROM

Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 7

gramian/hapod 📦

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

Language: MATLAB - Size: 26.4 KB - Last synced at: 5 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: 10 months ago - Pushed at: 10 months ago - Stars: 14 - Forks: 7

stefaniafresca/DL-ROM-Meth

Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.

Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 7

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: about 4 years ago - Stars: 14 - Forks: 5

HexFluid/spod_python

Pythonic spectral proper orthogonal decomposition

Language: Python - Size: 297 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 2

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: almost 4 years ago - Stars: 7 - Forks: 2

rubenpersicot/heat

Implementation of the Finite Element Method (FEM) and the Proper Orthogonal Decomposition (POD) to study the heat equation

Language: Jupyter Notebook - Size: 327 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0

Hendrik240298/Incremental_POD

A straightforward prototype implementation of the incremental POD to demonstrate its use in reduced order modeling.

Language: Jupyter Notebook - Size: 3.42 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

JanRotti/podGalerkin

Language: Jupyter Notebook - Size: 163 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 4

azzeddinetiba/ROM_AM

Non-intrusive Reduced Order Modeling package

Language: Python - Size: 2.05 GB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3 - Forks: 0

papadeiv/NNsPOD

Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions

Language: C++ - Size: 2.21 GB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

TBTS-2011/Employee-Management-System

The projects hooked with this specific repository are purely coded with python are developer-friendly and consist of prototype projects. This is just a start-up repository and is not supposed to be handling complete, descriptive projects.

Language: Python - Size: 25.4 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

taku31/POD-analysis-in-2D-flow

#fluid-simulation #navier-stokes

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athos-innocenti/MORForNonlinearEllipticProblem

Solving a non-linear elliptic problem via POD, PINN and POD-nn approaches

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weiqishen/PSPOD

SPOD toolbox

Language: C++ - Size: 165 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0