article·Nature Machine Intelligence·Feb 25, 2025Closed access

Large language models for scientific discovery in molecular property prediction

YZYizhen ZhengCorresponding authorHYHuan Yee KohJJJiaxin JuATAnh T. N. NguyenLTLauren T. May

Monash University · Discovery Institute · +3 more institutions

Indexed incrossref

Abstract

No abstract available for this paper.

Citation impact

57
total citations
FWCI
66.62
Percentile
100%
References
40
Citations per year

Authors

7
  • YZ
    Yizhen ZhengCorresponding

    Monash University

  • HY
    Huan Yee Koh

    Discovery Institute, Australian Regenerative Medicine Institute, Monash University, Monash Institute of Medical Research

  • JJ
    Jiaxin Ju

    Griffith University

  • AT
    Anh T. N. Nguyen

    Discovery Institute, Australian Regenerative Medicine Institute, Monash University, Monash Institute of Medical Research

  • LT
    Lauren T. May

    Discovery Institute, Australian Regenerative Medicine Institute, Monash University, Monash Institute of Medical Research

Topics & keywords

Topics
  • Primary topicComputational Drug Discovery Methods100%
  • Machine Learning in Materials Science100%
  • Genetics, Bioinformatics, and Biomedical Research98%
Keywords
  • Property (philosophy)
  • Computer science
  • Epistemology
  • Philosophy
No related works found for this paper.

Funding

  • AR
    Australian Research Council
    Award: FT210100097,DP240101547
  • NH
    National Health and Medical Research Council
    Awards: APP2013629, 2013629