Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
☆23Apr 29, 2021Updated 5 years ago
Alternatives and similar repositories for podrbf_nirom
Users that are interested in podrbf_nirom are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python tools for non-intrusive reduced order modeling☆21Jan 31, 2026Updated 4 months ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆78Jan 2, 2026Updated 5 months ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- Tutorial on proper orthogonal decomposition (POD) based reduced order modeling (ROM) for the heat equation with FEniCS.☆10Mar 30, 2022Updated 4 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…☆25May 9, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 years ago
- This code solves the 1D/2D shallow water equation.☆11May 31, 2019Updated 7 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆17Sep 7, 2023Updated 2 years ago
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆46May 2, 2018Updated 8 years ago
- Simple programs used with the SimVascular application suite.☆13May 22, 2026Updated 2 weeks ago
- Python APIs for hipims☆24Jul 2, 2023Updated 2 years ago
- ☆11Jan 7, 2025Updated last year
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆42Sep 7, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- OpenFOAM-based solver for 2D shallow water equations☆34Jul 30, 2018Updated 7 years ago
- This is a 3D test case of the code PFMICE☆12Mar 1, 2022Updated 4 years ago
- Surrogate Modeling of the Aerodynamic Performance for Transonic Regime☆14Feb 12, 2024Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆122Updated this week
- Multi-fidelity Generative Deep Learning Turbulent Flows☆38Jan 13, 2021Updated 5 years ago
- Deep Learning for Reduced Order Modelling☆112Nov 11, 2021Updated 4 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
- ☆12Jun 18, 2020Updated 5 years ago
- Python program for EOF analysis of MIKE 21 data to enable training of Sparse Gaussian Process models to predict flood inundation extent.☆10Apr 11, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Multi-fidelity reduced-order surrogate modeling☆34Jun 17, 2025Updated 11 months ago
- A C++ solver for blood flow and pressure in deformable 1D hemodynamic networks☆21Mar 13, 2026Updated 2 months ago
- A C++ lumped-parameter solver for blood flow and pressure in hemodynamic networks☆21Updated this week
- Reduced order modeling with shallow recurrent decoder networks☆29May 26, 2026Updated 2 weeks ago
- ☆13May 31, 2023Updated 3 years ago
- Official implementation of Learning Dissipative Chaos In A Linear Way☆15Feb 6, 2025Updated last year
- This repository contains various Autoencoders implemented using TensorFlow☆12Dec 3, 2018Updated 7 years ago
- Drilling Activity Prediction: Oil and Gas operations are dramatically affected by supply, demand and several other factors that compromis…☆12Aug 13, 2025Updated 9 months ago
- SOFA Plugin to Reduce Model☆37May 21, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- 🍅Concrete pump truck concrete piston fault early warning competition, simply processing the training set, you can get a good score, plus…☆11Apr 28, 2023Updated 3 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Aug 18, 2023Updated 2 years ago
- Iterative State Estimation in Non-linear Dynamical Systems Using Approximate Expectation Propagation☆14Jun 30, 2022Updated 3 years ago
- linear and non-linear solvers, time integration, roms☆49Feb 10, 2026Updated 4 months ago
- Solvers for the Shallow Water Equations☆15Oct 13, 2024Updated last year
- Sparsity-Promoting Dynamic Mode Decomposition with Control☆10Jul 6, 2023Updated 2 years ago