transonic-airfoil-optim

I am doing a surrogate optimization of a transonic airfoil. I am using an artificial neural network as my surrogate model to approximate the expensive evaluation functions of CFD (Computational Fluid Dynamics) and genetic algorithms (NSGA-II) to do the optimization routines.

nn_ga_benchmark

NN+GA: A Surrogate-Based Optimization Framework Using Neural Network and Genetic Algorithm

VortexPanelMethod

A vortex panel method based on potential flow applied to airfoils and wings.

MCEVS

This repo contains my codes in sizing multi-configurational eVTOL aircraft.

airfoil_multi_obj_opt

This contains the results of my multi-objective airfoil optimization project in my master's research.