Nature Communications (Jan 2022)

Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides

  • Aliaksei Mazheika,
  • Yang-Gang Wang,
  • Rosendo Valero,
  • Francesc Viñes,
  • Francesc Illas,
  • Luca M. Ghiringhelli,
  • Sergey V. Levchenko,
  • Matthias Scheffler

DOI
https://doi.org/10.1038/s41467-022-28042-z
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 13

Abstract

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Here the authors demonstrate an artificial-intelligence based approach to identify catalytic materials features that correlate with mechanisms that trigger, facilitate, or hinder CO2 catalytic reactions.