Efficient Solution of Adjoint Linear Systems for High-Fidelity Aerodynamic Shape Optimization

Flexible inner-outer Krylov subspace methods combined with spectral deflation and advanced preconditioning techniques can efficiently solve large, sparse and ill-conditioned adjoint linear systems arising from high-fidelity computational fluid dynamics models.