flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
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Updated
Apr 24, 2024 - Python
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
Modred main repository
Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
Dimension reduced surrogate construction for parametric PDE maps
Pythonic spectral proper orthogonal decomposition
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.
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.
Python tools for non-intrusive reduced order modeling
Non-intrusive Reduced Order Modeling package
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.
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