POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for Fluid Dynamics under supervision of Professor Miguel A. Mendez.
☆34Oct 20, 2020Updated 5 years ago
Alternatives and similar repositories for POD-DMD-decompositions
Users that are interested in POD-DMD-decompositions are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- the proper orthogonal decomposition(POD) and dynamic mode decomposition(DMD) methods☆18Jul 24, 2019Updated 6 years ago
- A tool to connect POD and DMD☆10Jan 18, 2019Updated 7 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆31Jan 21, 2021Updated 5 years ago
- Dynamic Mode Decomposition (DMD)☆33Dec 2, 2021Updated 4 years ago
- The repository contains the codes linked to the SPICY project (Super-resolution and Pressure from Image Velocimetry)☆12Nov 26, 2025Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.☆10Dec 4, 2019Updated 6 years ago
- OpenFOAM case for simulating the flow over a NACA 2412 airfoil.☆16Nov 22, 2013Updated 12 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆22Jan 27, 2022Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆48Jun 30, 2022Updated 3 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
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆39Sep 7, 2023Updated 2 years ago
- PIVPy helps to understand PIV results, inspired by PIVMAT☆14Jan 9, 2026Updated 3 months ago
- Reduced order modeling with shallow recurrent decoder networks☆24Jan 20, 2026Updated 3 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- This repository contains code for data-driven LES of two-dimensional turbulence.☆12Dec 11, 2021Updated 4 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- OpenFOAM case for a small wind turbine simulation.☆25Nov 25, 2017Updated 8 years ago
- Dynamic analysis of a slender tower under turbulent wind loading☆14May 29, 2025Updated 11 months ago
- Data and Code supporting the eBook by Castro and Vanderwel (2021)☆20Feb 7, 2022Updated 4 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
- Finite volume solver for hyperbolic PDEs and hypersonic flows☆22Aug 1, 2023Updated 2 years ago
- A repository of postprocessing scripts for fluid dynamics (CFD, DSMC and etc.)☆25Jul 27, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 3 years ago
- ☆14Feb 16, 2026Updated 2 months ago
- CNN for airfoil lift-to-drag-ratio prediction☆46Mar 3, 2019Updated 7 years ago
- CNN model to predict the lift-drag ratio of airfoil☆18Feb 28, 2021Updated 5 years ago
- An object-oriented Python 3 GUI and API for single- and multi-element parametric airfoil design, analysis, and optimization☆21Aug 29, 2025Updated 8 months ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Jul 30, 2022Updated 3 years ago
- Dimensionless learning☆44Apr 10, 2026Updated 2 weeks ago
- python script to build/install pyoptsparse with IPOPT (and optionally SNOPT)☆12Mar 17, 2026Updated last month
- Pressure from PIV☆15Nov 15, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆18May 14, 2021Updated 4 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- A fun, lightweight tool to visualize potential flows quickly!☆19Jan 23, 2025Updated last year
- Optimization framework for designing wind farms using computational fluid dynamics☆15Oct 6, 2020Updated 5 years ago
- Script (with example) to compute the kinetic energy spectrum of periodic turbulent flows.☆38Aug 17, 2021Updated 4 years ago
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 5 years ago
- ☆19Oct 17, 2021Updated 4 years ago