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    • Physics PDF Available DOI: 10.1038/s42254-022-00456-0 Non-peer-reviewed Preprint

    Interpretable machine learning in Physics

    Christophe Grojean, Ayan Paul, Zhuoni Qian, Inga Strumke  ·  Published 2022-03-11
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    Abstract

    Adding interpretability to multivariate methods creates a powerful synergy for exploring complex physical systems with higher order correlations while bringing about a degree of clarity in the underlying dynamics of the system.

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