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Machine learning in catalysis

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Catalysis is a complex, multidimensional and multiscale field of research. Machine learning is helping to build better models, understand catalysis research and generate new knowledge about catalysis.

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Authors and Affiliations

  1. Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA

    John R. Kitchin

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  1. John R. Kitchin
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Correspondence to John R. Kitchin.

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Kitchin, J.R. Machine learning in catalysis. Nat Catal 1, 230–232 (2018). https://doi.org/10.1038/s41929-018-0056-y

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