Recently high quality structures have become available for the M1 and M2 phases of the MoVNbTeO multi-metal oxide (MMO) catalysts capable of selectively activating propane to form acrylonitrile and other important monomers for modern polymer materials However the details of the chemical mechanisms controlling selectivity and activity have remained elusive because important sites in these structures are occupied by mixtures of Mo and V atoms obscuring the actual distributions of the metals and oxides at the active sites We have developed the ReaxFF-MC-RD computational approach to resolve such partial occupations of crystallographic sites which we apply here to determine the atomistic arrangements in the M1 phase of the MoVNbTeO system We find ordering of four distinct crystallographic sites with partial occupations in the z direction There is a strong energetic preference for Mo-O-Mo and V-O-V interlayer bonding between adjacent M1 sites and also between adjacent M7 sites leading to V=O V=O and M=O M=O chains perpendicular to the layers and bordering the heptagonal channels On the other hand for M3 sites in adjacent sites Mo-O-V bonding is preferred while there is no observed energetic preference for different ordering between adjacent M2 sites We consider that these ordered structures lead to local environments that strongly affect the reactivity of V and Mo atoms in the M1 catalyst demonstrating the need to resolve the partial occupations from X-ray analysis Into atomistic structures with whole atoms The ReaxFF-MC-RD approach provides a means for accomplishing this resolution We expect that such studies will provide additional insights into the chemical reaction steps on MMO catalysts that should be useful in designing more selective and more active systems (C) 2010 Elsevier B V All rights reserved