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    AI for science· 2019

    Message Passing Neural Networks for Molecular Property Prediction

    Yang (first author) · 2019

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    DOI 10.1021/acs.jcim.9b00237OpenAlex W2966357564

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    Why it matters

    Directed MPNNs outperforming prior models.

    Condensed from the expert lists' notes.

    The record

    First released
    2019 (from oracle lists)
    Citations
    1,923 citations, as counted by OpenAlex (CC0)
    Named by
    the grok list only
    Score
    0.284 · computed rank 644 · consensus 0.28, must-read 0, citations percentile 0.571 (2010s · science), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.