Fusion of two cages leading to M 2 Si 18 fused cage. [Display omitted] • Geometric structures of M 2 Si 11-18 change from a tubular shape to a cage and then a fused cage. • The fused cages M 2 Si 18 present a novel structural motif for silicon clusters. • The fused cages M 2 Si 18 arise from a fusion of both M@Si 10 and M@Si 12 prisms with addition of two Si atoms. • Formation and occupancy of electron shells contribute to the stabilization of fused cages. Geometries of doubly transition metal doped silicon clusters M 2 Si n , M 2 = Mo 2 , Nb 2 , Ta 2 , W 2 , NbMo, TaW were determined by DFT computations. Geometries of M 2 Si n in the range from 11 to 18 Si atoms change from a tubular shape to a cage and then a fused cage. The M 2 Si 18 sizes present us with a novel structural motif, the fused cage, for silicon clusters. Such fused cages arise from a fusion of both MSi 10 and MSi 12 prisms followed by addition of two Si atoms. Formation and filling of electron shells contribute to the high thermodynamic stability of M 2 Si 18 fused clusters. [ABSTRACT FROM AUTHOR]