Projects with this topic
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gmsh based tool for the simplest turbomachinery mesh
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For this project, the idea is to implement a graph neural network (GNN) model with an encoder-processor-decoder architecture and train it using results from mesh-based simulations of a wing in an airflow. The simulations are generated using OpenVSP, a medium-fidelity solver that applies the vortex lattice method to compute the scalar pressure coefficient field across the wing mesh. This field is used to derive aerodynamic curves (lift, drag and moment coefficients) and draw conclusions about the wing profile’s performance. Simulations are automated to cover a wide range of parameters such as Mach number, angle of attack, sweep angle and for different airfoil profile (NACA0012, NACA2412, and NACA23012)
The goal of this project is to compare the results generated by the conventional OpenVSP software with the model’s predictions for new cases not used in training. The limitations of each model as well as the computational resource costs are also studied.
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Pieces of python code for post-processing of CFD data.
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Geometry for fluid dynamics
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Analyse Dynamique et Aérodynamique de l'Intégration de trajectoire pour l'Enseignement de la mécanique du vol.
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Propeller analysis using Blade Element and Momentum theory in MATLAB
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This app aims to privede support to aeronautics amateurs/engeneers. It is design to privide a set of calculations about several aerodynamics topics (Drag, Lift, Cd, Cl, Atm [density, pressure,...]).
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Compute parameters for airfoils defined by an input file
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