Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
☆72Jan 2, 2026Updated 2 months ago
Alternatives and similar repositories for POD-RBF
Users that are interested in POD-RBF are comparing it to the libraries listed below
Sorting:
- Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow …☆23Apr 29, 2021Updated 4 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆37Sep 7, 2023Updated 2 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- Python tools for non-intrusive reduced order modeling☆21Jan 31, 2026Updated last month
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 3 months ago
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆27Jun 2, 2025Updated 9 months ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆16Sep 7, 2023Updated 2 years ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆27Sep 7, 2023Updated 2 years ago
- Deep Learning for Reduced Order Modelling☆107Nov 11, 2021Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆48Jun 30, 2022Updated 3 years ago
- Tutorial on proper orthogonal decomposition (POD) based reduced order modeling (ROM) for the heat equation with FEniCS.☆10Mar 30, 2022Updated 3 years ago
- Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.☆10Dec 4, 2019Updated 6 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 8 months ago
- ☆12Dec 13, 2024Updated last year
- This repository contains the source code for the research presented in the paper "Exploring hidden flow structures from sparse data throu…☆12Dec 4, 2023Updated 2 years ago
- ☆14Feb 16, 2026Updated 2 weeks ago
- Spectral proper orthogonal decomposition in Matlab☆152Aug 22, 2025Updated 6 months ago
- ☆13Apr 5, 2024Updated last year
- A Python package for spectral proper orthogonal decomposition (SPOD).☆118Jan 12, 2026Updated last month
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Aug 18, 2023Updated 2 years ago
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 years ago
- Modelica lib. of aerodynamics&flight dynamics simulation. Under active development.☆17Aug 13, 2023Updated 2 years ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 3 years ago
- Mathematical interdisciplinary toolbox for helping engineers, researchers and scientist☆20Mar 6, 2025Updated 11 months ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆17May 14, 2021Updated 4 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- ☆19Dec 2, 2020Updated 5 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆23May 9, 2021Updated 4 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆39Jul 4, 2015Updated 10 years ago
- Easy Reduced Basis method☆94Jan 22, 2026Updated last month
- Matlab implementation to solve three-dimensional structural topology optimization problems☆13Feb 28, 2024Updated 2 years ago
- redbKIT is a MATLAB library for reduced-order modeling of parametrized PDEs☆65Aug 26, 2024Updated last year
- Fast computation of soft tissue thermal response under deformation based on fast explicit dynamics finite element algorithm for surgical …☆10May 30, 2022Updated 3 years ago
- ☆12May 3, 2023Updated 2 years ago
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 years ago
- Reduced order modeling with shallow recurrent decoder networks☆20Jan 20, 2026Updated last month