2012
DOI: 10.1039/c2jm30280b
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Discovery of novel phosphors for use in light emitting diodes using heuristics optimization-assisted combinatorial chemistry

Abstract: Non-dominated sorting genetic algorithm (NSGA) and particle swarm optimization (PSO), the most well-known population-based heuristics optimization techniques, were used along with highthroughput synthesis and a characterization technique to discover a new alkali-alkaline earthphosphate phosphor in a multi-compositional search space that consisted of 10 oxides:

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Cited by 15 publications
(9 citation statements)
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“…1−4 The other is to find new host materials by analyzing single crystals 5−7,11,13−18 or powder products. 12,19,20 In the single-crystal analysis, a large-size crystal (typically larger than 100 μm in all dimensions) is necessary to determine the crystal structure. Growing the crystal is a time-intensive process, especially for materials with high melting temperatures or no liquid phase.…”
Section: ■ Introductionmentioning
confidence: 99%
See 1 more Smart Citation
“…1−4 The other is to find new host materials by analyzing single crystals 5−7,11,13−18 or powder products. 12,19,20 In the single-crystal analysis, a large-size crystal (typically larger than 100 μm in all dimensions) is necessary to determine the crystal structure. Growing the crystal is a time-intensive process, especially for materials with high melting temperatures or no liquid phase.…”
Section: ■ Introductionmentioning
confidence: 99%
“…One is to investigate known crystal structures that are suitable for luminescent center doping and are not studied to be host crystals. [1][2][3][4] The other is to find new host materials by analyzing single crystals [5][6][7]11,[13][14][15][16][17][18] or powder products 12,19,20 . In the single crystal analysis, a large-size crystal (typically larger than 100 μm in all dimensions) is necessary to determine the crystal structure.…”
mentioning
confidence: 99%
“…Recently, solid-state combinatorial synthesis based on heuristic optimization techniques has proven to be a very effective tool for the discovery of novel phosphors for application in WLEDs, and our group has successfully discovered several novel phosphors using these techniques. In the present study, a similar approach was adopted in the search for a novel red-emitting phosphor host in the alkali-germanate system composed of the A–Ge–O (A = Li, K, Rb) system and doped with a small amount of Mn 4+ ions. All the phases obtained during the synthesis were qualitatively and quantitatively characterized using powder X-ray diffraction, and the luminescent behavior was systematically studied using photoluminescent measurements.…”
Section: Introductionmentioning
confidence: 99%
“…A material with the composition Y 0.845 Al 0.07 La 0.06 VO 4 was obtained, which was claimed to have a favorable color point for display applications. Several reports on the preparation of phosphor libraries and the discovery of new luminescent materials or different compositions followed . A promising yellow‐emitting phosphor discovered by combinatorial synthesis is La 4‐x Ca x Si 12 O 3+x N 18‐x :Eu 2+ .…”
Section: Discovery Of New Phosphorsmentioning
confidence: 99%