IDEALLab / airfoil-opt-ganLinks
Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"
☆75Updated 6 months ago
Alternatives and similar repositories for airfoil-opt-gan
Users that are interested in airfoil-opt-gan are comparing it to the libraries listed below
Sorting:
- Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network".☆33Updated last year
- CNN for airfoil lift-to-drag-ratio prediction☆45Updated 6 years ago
- This repository contains code used to create and train a deep neural network that replicates a RANS solver for aerodynamic prediction ove…☆41Updated 10 months ago
- An all in one airfoil modelling, meshing, analysis, and optimization tool with built in support for gmsh, SU2, and xfoil☆38Updated 4 months ago
- MACH: MDO of Aircraft Configurations with High fidelity☆144Updated 3 weeks ago
- ☆21Updated 2 years ago
- Multiphysics with OpenMDAO☆112Updated last month
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆37Updated 10 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆33Updated last year
- Python tool to genreate 2D meshes around airfoils☆42Updated 6 months ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆158Updated 3 weeks ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆46Updated 8 months ago
- Multifidelity aeroelastic optimization with application to a BWB☆13Updated 4 years ago
- Blade Element Momentum Theory: developed during my Bachelor Thesis in Aerospace Engineering☆52Updated 3 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆169Updated 7 months ago
- Deep reinforcement learning with OpenFOAM☆45Updated 5 months ago
- Source and vortex panel method codes referenced in my YouTube videos.☆102Updated 5 years ago
- Aeroelastic Composite Beam Analysis Tool☆19Updated 9 years ago
- Implementation of the Blade Element Momentum Theory for turbines and propellers in Python☆70Updated 3 years ago
- ☆33Updated 6 years ago
- A python based blade parametrization tool☆65Updated last year
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- ☆45Updated 3 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆104Updated 3 years ago
- BladeX - Python Blade Morphing☆78Updated 6 months ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆44Updated last year
- Python script to run CFD analysis on airfoil using **OpenFOAM** to simulate and **gmsh** to generate mesh.☆27Updated 6 years ago
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆293Updated last week
- Deep Learning for Reduced Order Modelling☆100Updated 3 years ago