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Real world luminescence thermometry through a novel mixed-metal Eu/Tb complex with furan-containing 1,3-diketone

New Journal of Chemistry. 2025. Vol. 49. No. 22. P. 9214–9225.
Polikovsky T. A., Gontcharenko V., Ivanova A. A., Metlina D. A., Kiskin M. A., Taydakov I., Belousov Y.

This study explores the effects of minor chemical structure modifications on the thermometric performance
of a novel mixed-metal complex [Tb0.94Eu0.06L3(TPPO)2] (HL – 4,4,4-trifluoro-1-(furan-2-yl)butan-1,3-
dione, TPPO – triphenylphosphine oxide). By replacing NO3
 with an HL anion, we observed a significant
enhancement in the complex’s luminescent properties, including a shift in the high-sensitivity temperature
range from 250 K to 150 K and a 3.3-fold increase in the relative thermal sensitivity (Sr). The modified
behavior of the charge transfer (CT) state improved the energy transfer efficiency between Eu3+ and Tb3+
ions. Additionally, a convolutional neural network (CNN) was employed to analyze temperature-dependent
luminescence data under real-world conditions, yielding superior accuracy and precision to conventional
methods. This combination of structure variation and machine learning advances the potential of luminescent
thermometers in real-world applications.

Research target: Chemistry
Language: English
Full text
DOI
Text on another site
Keywords: LuminescenceeuropiumTerbium
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