Deciphering the Key Factors Governing Mn4+ Zero-Phonon Line Characteristics via Machine Learning Decoding of Host–Mn4+ Interactions

Achieving wide color gamut in liquid crystal displays relies critically on narrow-band red-emitting phosphors. Mn4+-activated phosphors are promising candidates due to their sharp emission, yet modulating their zero-phonon line wavelengths remains challenging. This study emplo...

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मुख्य लेखक:	Jinxin Wang (1696837) (author)
अन्य लेखक:	Yuanyuan Dou (8472507) (author), Jiahua Zhang (567192) (author), Mingyue Chen (1408384) (author), Zhen Song (412533) (author), Quanlin Liu (1412533) (author)
प्रकाशित:	2025
विषय:	Biochemistry Microbiology Cell Biology Neuroscience Biotechnology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified related parameters dominate promising candidates due cumulative importance ), also contribute significantly 928 ), revealing 17 oxides ). emission peak wavelengths 2 </ sup g </ sub 2g </ sub host – mn band red emitters 4 +</ sup 4 </ sup band red r </ sharp emission >< sup yet modulating transition energy test mae targeted strategy oxyfluoride phosphors geometric factors emitting phosphors discovering next bond angles 6 fluoroxides 42 fluorides 133 nm
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Deciphering the Key Factors Governing Mn<sup>4+</sup> Zero-Phonon Line Characteristics via Machine Learning Decoding of Host–Mn<sup>4+</sup> Interactions

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