PMID- 25853926
OWN - NLM
STAT- MEDLINE
DCOM- 20160129
LR  - 20160519
IS  - 2156-8944 (Electronic)
IS  - 2156-8944 (Linking)
VI  - 17
IP  - 5
DP  - 2015 May 11
TI  - Phosphor informatics based on confirmatory factor analysis.
PG  - 317-25
LID - 10.1021/acscombsci.5b00017 [doi]
AB  - The theoretical understanding of phosphor luminescence is far from complete. To 
      accomplish a full understanding of phosphor luminescence, the data mining of 
      existing experimental data should receive equal consideration along with 
      theoretical approaches. We mined the crystallographic and luminescence data of 75 
      reported Eu(2+)-doped phosphors with a single Wyckoff site for Eu(2+) activator 
      accommodation, and 32 descriptors were extracted. A confirmatory factor analysis 
      (CFA) based on a structural equation model (SEM) was employed since it has been 
      helpful in understanding complex problems in social sciences and in 
      bioinformatics. This first attempt at applying CFA to the data mining of 
      engineering materials provided a better understanding of the structural and 
      luminescent-property relationships for LED phosphors than what we have learnt so 
      far from the conventional theoretical approaches.
FAU - Park, Woon Bae
AU  - Park WB
AD  - Faculty of Nanotechnology and Advanced Materials Engineering, Sejong University, 
      Seoul 143-747, Korea.
FAU - Singh, Satendra Pal
AU  - Singh SP
AD  - Faculty of Nanotechnology and Advanced Materials Engineering, Sejong University, 
      Seoul 143-747, Korea.
FAU - Kim, Minseuk
AU  - Kim M
AD  - Faculty of Nanotechnology and Advanced Materials Engineering, Sejong University, 
      Seoul 143-747, Korea.
FAU - Sohn, Kee-Sun
AU  - Sohn KS
AD  - Faculty of Nanotechnology and Advanced Materials Engineering, Sejong University, 
      Seoul 143-747, Korea.
LA  - eng
PT  - Journal Article
PT  - Research Support, Non-U.S. Gov't
DEP - 20150416
PL  - United States
TA  - ACS Comb Sci
JT  - ACS combinatorial science
JID - 101540531
RN  - 0 (Luminescent Agents)
RN  - 444W947O8O (Europium)
SB  - IM
MH  - *Computational Biology
MH  - Europium/*chemistry
MH  - Factor Analysis, Statistical
MH  - Luminescence
MH  - Luminescent Agents/*chemistry
MH  - Models, Molecular
MH  - Quantum Theory
OTO - NOTNLM
OT  - combinatorial materials search
OT  - confirmatory factor analysis
OT  - data mining
OT  - light emitting diode
OT  - materials genome
OT  - materials informatics
OT  - phosphor
OT  - principal component analysis
OT  - solid-state lighting
OT  - structural equation modeling
EDAT- 2015/04/09 06:00
MHDA- 2016/01/30 06:00
CRDT- 2015/04/09 06:00
PHST- 2015/04/09 06:00 [entrez]
PHST- 2015/04/09 06:00 [pubmed]
PHST- 2016/01/30 06:00 [medline]
AID - 10.1021/acscombsci.5b00017 [doi]
PST - ppublish
SO  - ACS Comb Sci. 2015 May 11;17(5):317-25. doi: 10.1021/acscombsci.5b00017. Epub 
      2015 Apr 16.