aerodynamic-shape-optimization

AeroShape aims to become a fully comprehensive 3D geometry engine for all aircraft components (fuselages, nacelles, etc.), capable of generating geometry representations for various aerodynamic structural analyses, CAD export, and design optimization.

CSDL interface to DAFoam for CFD-based aerodynamic shape optimization: adjoint gradients, lsdo_geo, IDWarp-JAX, modOpt OpenSQP. Examples, visualization, tests, and a verified DAFoam source build.

Efficient Foil Shape Optimization Using Artificial Neural Network-Based Surrogate Model with Adaptive Sampling Strategy

Master thesis (ETH Zurich, CVLab EPFL): black-box GP Bayesian optimization of airfoils against SU2 RANS, with a surrogate prior chosen online from a zoo of estimators. Optimizer, trained zoo, IO-CUE uncertainty heads, thesis PDF.

Automated aerodynamic design-space exploration and CFD campaign management for a rocket-shaped UAV body using CST, Gmsh, OpenFOAM 13, and Python.