abhijithmoni Goto Github PK

aerodynamic-shape-optimization

Aerodynamic analysis and shape optimization

airfoil_preprocessing

airfoilann

Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network". https://arxiv.org/abs/2109.12149

bezier-gan-new

Bézier Generative Adversarial Networks

cfd-bwb-airfoil-optimizer

optimizes an Airfoil for a blended wing body using cfd analysis with su2 and optimization by openMdao

dynamic-morphing-wing

This project contains the user-defined functions (UDF) necessary to perform unsteady computational fluid dynamics (CFD) analysis of dynamically morphing wings equipped with morphing flaps.

gan-airfoil-opt

Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"

ithaca-fv

Reduced order modelling techniques for OpenFOAM

ml-rom_various_shapes

This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes"

mphys

Multiphysics with OpenMDAO

nn-surrogate-benchmark

I am doing a surrogate optimization for benchmark problems using machine learning and evolutionary algorithms

pod-pinn

POD-PINN code and manuscript

pod-rbf

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

podgalerkin

pyairfoil

A python library for fast aerodynamic analysis and optimization of airfoils.

rom_code

Numerical tool for Construction of Reduced-order models for fluid flows.

su2

SU2: An Open-Source Suite for Multiphysics Simulation and Design

su2code.github.io

SU2 Project Website

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.