Pinned Repositories
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
AbhijithMoni's Repositories
AbhijithMoni/aerodynamic-shape-optimization
Aerodynamic analysis and shape optimization
AbhijithMoni/Airfoil_preprocessing
AbhijithMoni/AirfoilANN
Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network". https://arxiv.org/abs/2109.12149
AbhijithMoni/bezier-gan-new
Bézier Generative Adversarial Networks
AbhijithMoni/cfd-bwb-airfoil-optimizer
optimizes an Airfoil for a blended wing body using cfd analysis with su2 and optimization by openMdao
AbhijithMoni/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.
AbhijithMoni/GAN-airfoil-opt
Experiment code associated with our paper: "Aerodynamic Design Optimization and Shape Exploration using Generative Adversarial Networks"
AbhijithMoni/ITHACA-FV
Reduced order modelling techniques for OpenFOAM
AbhijithMoni/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"
AbhijithMoni/mphys
Multiphysics with OpenMDAO
AbhijithMoni/nn-surrogate-benchmark
I am doing a surrogate optimization for benchmark problems using machine learning and evolutionary algorithms
AbhijithMoni/POD-PINN
POD-PINN code and manuscript
AbhijithMoni/POD-RBF
Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
AbhijithMoni/podGalerkin
AbhijithMoni/pyAirfoil
A python library for fast aerodynamic analysis and optimization of airfoils.
AbhijithMoni/ROM_code
Numerical tool for Construction of Reduced-order models for fluid flows.
AbhijithMoni/SU2
SU2: An Open-Source Suite for Multiphysics Simulation and Design
AbhijithMoni/su2code.github.io
SU2 Project Website
AbhijithMoni/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.