Articles with "accelerate materials" as a keyword



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Benchmarking the acceleration of materials discovery by sequential learning†

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Published in 2020 at "Chemical Science"

DOI: 10.1039/c9sc05999g

Abstract: Sequential learning (SL) strategies, i.e. iteratively updating a machine learning model to guide experiments, have been proposed to significantly accelerate materials discovery and research. Applications on computational datasets and a handful of optimization experiments have… read more here.

Keywords: research; performance; benchmarking acceleration; sequential learning ... See more keywords