Covers basic techniques for DNS and LES that can be applied to practical problems of flow, turbulence, and combustion. This work presents numerical methods for compressible and incompressible three-dimensional flows, such as high-order discretization schemes, high-fidelity boundary conditions, and coupling aspects.