Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
☆75Jan 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
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
- 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…☆28Jun 2, 2025Updated 9 months ago
- Python tools for non-intrusive reduced order modeling☆21Jan 31, 2026Updated last month
- Pythonic spectral proper orthogonal decomposition☆48Jun 30, 2022Updated 3 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 4 months ago
- Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.☆10Dec 4, 2019Updated 6 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
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Deep Learning for Reduced Order Modelling☆108Nov 11, 2021Updated 4 years ago
- ☆12Dec 13, 2024Updated last year
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 8 months ago
- 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
- A Python package for spectral proper orthogonal decomposition (SPOD).☆119Mar 2, 2026Updated 3 weeks ago
- Modelica lib. of aerodynamics&flight dynamics simulation. Under active development.☆17Aug 13, 2023Updated 2 years ago
- 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
- Spectral proper orthogonal decomposition in Matlab☆153Aug 22, 2025Updated 7 months ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- ☆14Feb 16, 2026Updated last month
- 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
- Project: Efficient upscaling of geologic model based on theory-guided encoder-decoder☆12Jun 23, 2021Updated 4 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
- ☆19Dec 2, 2020Updated 5 years ago
- ☆13Apr 5, 2024Updated last year
- Easy Reduced Basis method☆93Jan 22, 2026Updated 2 months ago
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 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…☆24May 9, 2021Updated 4 years ago
- Adaptive discrete empirical interpolation method☆16Feb 18, 2020Updated 6 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Jul 4, 2015Updated 10 years ago
- Supersonic Impulse Turbine Blade Design☆12Jun 26, 2018Updated 7 years ago
- Reduced order modeling with shallow recurrent decoder networks☆20Jan 20, 2026Updated 2 months ago
- Turbulent flow network source code☆72Mar 14, 2025Updated last year
- An open source flight dynamics library for Modelica☆20Sep 2, 2012Updated 13 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 3 years ago
- Multi-fidelity Gaussian Process☆29Jan 10, 2021Updated 5 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆30Jan 20, 2025Updated last year
- Reduced order modelling techniques for OpenFOAM☆208Feb 20, 2026Updated last month