National Academy of Sciences, Proceedings of the National Academy of Sciences, 3(108), p. 937-943, 2011
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Recent advances in the understanding of reactivity trends for chemistry at transition-metal surfaces have enabled in silico design of heterogeneous catalysts in a few cases. The current status of the field is discussed with an emphasis on the role of coupling theory and experiment and future challenges.