Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
Open Access
- 29 November 2022
- journal article
- research article
- Published by Royal Society of Chemistry (RSC) in Materials Advances
- Vol. 4 (1) , 231-239
Abstract
Machine learning in conjunction with validation experiments uncovers new Eu2+-activated phosphor materials with a designed green-color luminescence.Keywords
Funding Information
- Japan Science and Technology Agency (CREST Gant Number JPMJCR19J2)
This publication has 40 references indexed in Scilit:
- A Review on How Lanthanide Impurity Levels Change with Chemistry and Structure of Inorganic CompoundsECS Journal of Solid State Science and Technology, 2012
- Phosphors in phosphor-converted white light-emitting diodes: Recent advances in materials, techniques and propertiesMaterials Science and Engineering: R: Reports, 2010
- Large anomalies due to insufficiency of Madelung embedding in ab initio calculations of and excitations of lanthanides in ionic crystals: The crystalPhysical Review B, 2006
- A Search for New Red Phosphors Using a Computational Evolutionary Optimization ProcessAdvanced Materials, 2003
- Identification of a Blue Photoluminescent Composite Material from a Combinatorial LibraryScience, 1998
- Solution‐phase synthesis of luminescent materials librariesAdvanced Materials, 1997
- Czochralski-Grown SrLaGaO4Acta Crystallographica Section C Crystal Structure Communications, 1995
- Atom sizes and bond lengths in molecules and crystalsJournal of the American Chemical Society, 1991
- An empirical relation fitting the position in energy of the lower d-band edge for Eu2+ OR Ce3+ in various compoundsJournal of Luminescence, 1984
- The geometry of polyhedral distortions. Predictive relationships for the phosphate groupActa Crystallographica Section B: Structural Science, Crystal Engineering and Materials, 1974