The paper presents large-eddy simulation (LES) formalism, along with t
he various subgrid-scale models developed since Smagorinsky's model. W
e show how Kraichnan's spectral eddy viscosity may be implemented in p
hysical space, yielding the structure-function model. Recent developme
nts of this model that allow the eddy viscosity to be inhibited in tra
nsitional regions are discussed. We present a dynamic procedure, where
a double filtering allows one to dynamically determine the subgrid-sc
ale model constants. The importance of backscatter effects is discusse
d. Alternatives to the eddy-viscosity assumption, such as scale-simila
rity models, are considered. Pseudo-direct simulations in which numeri
cal diffusion replaces subgrid transfers are mentioned. Various applic
ations of LES to incompressible and compressible turbulent flows are g
iven, with an emphasis on the generation of coherent vortices.