Nature Communications (Oct 2018)

Identifying an efficient, thermally robust inorganic phosphor host via machine learning

  • Ya Zhuo,
  • Aria Mansouri Tehrani,
  • Anton O. Oliynyk,
  • Anna C. Duke,
  • Jakoah Brgoch

DOI
https://doi.org/10.1038/s41467-018-06625-z
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 10

Abstract

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Identifying phosphors with good thermal stability and quantum efficiency is a prerequisite to improve the performance of white LED light sources. Here, a combined machine learning and density functional theory method is introduced to identify next generation inorganic phosphors.