Nature Communications (Mar 2023)

Electron transfer rules of minerals under pressure informed by machine learning

  • Yanzhang Li,
  • Hongyu Wang,
  • Yan Li,
  • Huan Ye,
  • Yanan Zhang,
  • Rongzhang Yin,
  • Haoning Jia,
  • Bingxu Hou,
  • Changqiu Wang,
  • Hongrui Ding,
  • Xiangzhi Bai,
  • Anhuai Lu

DOI
https://doi.org/10.1038/s41467-023-37384-1
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 10

Abstract

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Li and coworkers quantitatively evaluate the tendency and direction of electron transfer in the deep Earth using a machine learning method to predict the electronegativity of atoms and work function of minerals under pressure.