Teensy/Arduino flight controller and stabilization for small-scale VTOL vehicles

Paparazzi is a free and open-source hardware and software project for unmanned (air) vehicles. This is the main software repository.

Matlab Simulink Simulation Files for Texas Aerial Robotics Team 2 DART Project. This is a Thrust Vector Controlled Drone that uses Contrarotating Propeller system for thrust.

Implementation of Uncertainty-aware data-driven three-dimensional turbine aerodynamic design system with transformer and multi-fidelity neural networks.

This work presents a Bayesian neural network for multi-fidelity prediction of transonic aerodynamics, using transfer learning to fuse CFD data of varying fidelities. The model quantifies input unce…

"mfbo" is a Python library for "multi-fidelity surrogate modeling and Bayesian optimization". It provides neural-network ensemble surrogates and Gaussian-process co-kriging models that are fully co…

This work introduces a geometric deep learning framework using a graph-convolutional autoencoder to predict aerodynamic surface fields on the Agard 446.5 wing. Using modal shape coordinates, it ena…

Conditional Variational Autoencoder Implementation for Transonic Aerodynamics Airfoil Simulation.

Python toolbox for simulating and controlling 2D incompressible flows at low Reynolds number

DiffAirfoil: Editable and Controllable Airfoil Generation with Diffusion

For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.

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Reinforcement Learning–based aerodynamic shape optimization using PPO and surrogate models (research-oriented).

ForgeFoil is a modern web application designed for aerodynamic engineers and researchers to analyze, optimize, and compare airfoil profiles. The platform provides an intuitive interface for visuali…

Unifies tools for preliminary aircraft design optimization, aerodynamic analysis, and structural analysis in a workflow for the detailed design and validation of a given configuration.

PythonXfoil is a Python module that provides an interface to natively and intuitively run concurrent aerodynamic analyses using XFOIL. It allows users to define airfoil geometries, set analysis par…

NeuralFoil is a practical airfoil aerodynamics analysis tool using physics-informed machine learning, exposed to end-users in pure Python/NumPy.

Using deep convolutional generative adversarial networks for airfoil shape optimization

Bézier Generative Adversarial Networks

Deep RL based aerodynamic shape optimization with NIGnets as the underlying geometry representation.

Aerodynamic shape optimization using deep reinforcement learning.

Implementation of 2D Grid Deformation and Free-Form Deformation (FFD) algorithms with python

ONGOING! Application of a variable auto-encoder (VAE) combined with a C-GAN is explored for the design of new 2D airfoil geometries