MDO Lab

ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.

pyOptSparse is an object-oriented framework for formulating and solving nonlinear constrained optimization problems in an efficient, reusable, and portable manner.

DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization

GeoGrad is a geometric constraint for packaging optimization problems

pySpline produces B-spline curves, surfaces, and volumes

IDWarp is a mesh warping package for the MACH framework.

pyHyp generates volume meshes from surface meshes using hyperbolic marching.

pyGeo provides geometric design variables and constraints suitable for gradient-based optimization.