ziliHarvey / CNN-for-Airfoil
CNN for airfoil lift-to-drag-ratio prediction
☆40Updated 5 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
- Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"☆64Updated 8 months ago
- Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network".☆31Updated 11 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆33Updated 9 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆29Updated 11 months ago
- ☆35Updated 2 years ago
- ☆27Updated 5 years ago
- High-aspect-ratio composite wing nonlinear aeroelastic toolbox☆16Updated 5 years ago
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆39Updated 2 months ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- Aeroelastic Composite Beam Analysis Tool☆17Updated 8 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆9Updated 5 months ago
- T-Blade3 VERSION 1.2: T-Blade3 is a general parametric 3D blade geometry builder. The tool can create a variety of 3D blade geometries ba…☆49Updated 2 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆21Updated 4 years ago
- Deep reinforcement learning with OpenFOAM☆37Updated last year
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆56Updated 4 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆51Updated last month
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆34Updated last year
- Multifidelity aeroelastic optimization with application to a BWB☆11Updated 3 years ago
- A MATLAB tool for the mean-line design optimization of axial turbines☆30Updated 3 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆29Updated 4 years ago
- An array of fluid solver codes, including Projection, Pseudo-Spectral (FFT), Lattice Boltzmann, and the Panel Method with implementations…☆35Updated last year
- A python based blade parametrization tool☆53Updated 6 months ago
- Collection of codes in Matlab(R) and C++ for solving basic problems presented and discussed in the "Computational Fluid Dynamics of React…☆74Updated 3 years ago
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆51Updated 2 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆45Updated 2 years ago
- This is a repository of MATLAB codes that contains some elementary CFD problems one usually encounters when learning CFD for the first ti…☆28Updated 3 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
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆15Updated 3 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆33Updated 8 months ago
- ☆12Updated last year