ziliHarvey / CNN-for-AirfoilLinks
CNN for airfoil lift-to-drag-ratio prediction
☆43Updated 6 years ago
Alternatives and similar repositories for CNN-for-Airfoil
Users that are interested in CNN-for-Airfoil are comparing it to the libraries listed below
Sorting:
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆39Updated 8 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆37Updated 10 years ago
- ☆40Updated 2 years ago
- Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"☆74Updated 4 months ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆31Updated last year
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆32Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆61Updated 4 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆32Updated 3 years ago
- Deep reinforcement learning with OpenFOAM☆44Updated 2 months ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆51Updated 5 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated last year
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆27Updated 2 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆93Updated 6 years ago
- This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.☆36Updated 6 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆16Updated 4 years ago
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆40Updated 7 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆48Updated 3 years ago
- Python script to run CFD analysis on airfoil using **OpenFOAM** to simulate and **gmsh** to generate mesh.☆25Updated 5 years ago
- ☆22Updated 4 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆22Updated 4 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- Python tool to genreate 2D meshes around airfoils☆37Updated 4 months ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆44Updated 2 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆26Updated 3 years ago
- Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network".☆33Updated last year
- An array of fluid solver codes, including Projection, Pseudo-Spectral (FFT), Lattice Boltzmann, and the Panel Method with implementations…☆36Updated last month
- Deep Learning of Vortex Induced Vibrations☆98Updated 5 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆24Updated 7 months ago