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Classification of platinum nanoparticle catalysts using machine learning

Parker, A. J.; Opletal, G.; Barnard, Amanda


Computer simulations and machine learning provide complementary ways of identifying structure/property relationships that are typically targeting toward predicting the ideal singular structure to maximise the performance on a given application. This can be inconsistent with experimental observations that measure the collective properties of entire samples of structures that contain distributions or mixture of structures, even when synthesized and processed with care. Metallic nanoparticle...[Show more]

CollectionsANU Research Publications
Date published: 2020-07-01
Type: Journal article
DOI: 10.1063/5.0009129
Access Rights: Open Access after embargo


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