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The search for optimal catalytic systems benefits from a fundamental understanding of the energetics and steric effects of the desired chemical reactions. Detailed calculations of heterogeneous catalysts can be carried out using density functional theory. Catalysts from supported nanoclusters are particularly interesting in this respect, because they often have higher catalytic activity than the corresponding systems with larger active centers.