Lyapunov spectrum of separated flows and its dependence on numerical discretization

We investigate the Lyapunov spectrum of separated flows and their dependence on the numerical discretization. The chaotic flow around the NACA 0012 airfoil at low Reynolds number and large angle of attack is considered to that end, and t-, h- and p-refinement studies are performed to examine each effect separately. Numerical results show that the time discretization has a small impact on the dynamics of the system, whereas the spatial discretization can dramatically change them. In particular, the asymptotic Lyapunov spectrum for time refinement is achieved for CFL numbers as large as $\mathcal{O}(10^1-10^2)$, whereas the system continues to become more and more chaotic even for meshes that are much finer than the best practice for this type of flows.