This talk presents an asymptotic approach based on the method of compound asymptotic expansions. Elliptic boundary value problems are considered in domains whose geometry depends on a small parameter in such a way that the limit set consists of subsets of different limit dimensions. Examples include 3D bodies linked to 1D segments and 3D bodies connected to 2D plates (or shells). Boundary value problems for the Laplacian as well as the Navier operators are analysed. The asymptotic approximations of solutions of these singularly perturbed problems involve boundary layers in the vicinty of junction regions. Analysis of spectral problems for multi-structures gives accurate asymptotic formulae for the first eigenfrequencies. Applications are given in problems of mechanics, electrostatics and heat conduction.