Acknowledgments

Ab initio models for catalysis have been almost entirely aimed at understanding catalysis on crystalline materials. Catalysis on amorphous supports like silica-alumina are currently not amenable to systematic ab initio modeling. The problems stem from a diversity of local site environments and a lack of structural information of those environments. A systematic ab initio strategy for predicting structure-activity relationships in amorphous catalysts and support