proper-orthogonal-decomposition
Here are 20 public repositories matching this topic...
#fluid-simulation #navier-stokes
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Nov 15, 2022 - MATLAB
Non-intrusive Reduced Order Modeling package
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Jul 24, 2024 - Python
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
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Feb 14, 2022 - C++
Implementation of the Finite Element Method (FEM) and the Proper Orthogonal Decomposition (POD) to study the heat equation
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Aug 24, 2021 - Jupyter Notebook
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
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Jul 28, 2021 - Jupyter Notebook
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Oct 20, 2021 - Jupyter Notebook
A straightforward prototype implementation of the incremental POD to demonstrate its use in reduced order modeling.
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Feb 22, 2024 - Jupyter Notebook
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
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Aug 23, 2021 - MATLAB
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
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Apr 29, 2021 - Jupyter Notebook
Python tools for non-intrusive reduced order modeling
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Jul 17, 2024 - Python
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.
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Sep 7, 2023 - Python
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.
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Sep 7, 2023 - Python
Pythonic spectral proper orthogonal decomposition
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Jun 30, 2022 - Python
Dimension reduced surrogate construction for parametric PDE maps
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Aug 6, 2024 - Python
Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
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Sep 13, 2023 - Python
Modred main repository
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May 4, 2021 - Python
Easy Reduced Basis method
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Jul 18, 2024 - Jupyter Notebook
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
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Aug 13, 2024 - Python
Reduced order modelling techniques for OpenFOAM
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Jul 19, 2024 - C++
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