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Statistical learning of materials properties or functions so far starts with a largely silent, non-challenged step: the choice of the set of descriptive parameters (termed descriptor).
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The NoMaD (Novel Materials Discovery) repository contains full input and output files of calculations in materials science: http://nomad-repository.eu
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