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 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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☆47Jun 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
- Reduced order modeling with shallow recurrent decoder networks☆20Jan 20, 2026Updated 2 months 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
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 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 4 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☆13May 29, 2025Updated 10 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☆21Aug 1, 2023Updated 2 years ago
- A repository of postprocessing scripts for fluid dynamics (CFD, DSMC and etc.)☆25Jul 27, 2020Updated 5 years ago
- Multi-head attention network for airfoil flow field prediction