ArticleNano letters2025
Accurate and Fast Thermal Sensing via Phase-Responsive Nanothermometers and Neural Networks.
Article in Nano letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
14 authors.
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Abstract
Accurate, rapid, and remote temperature sensing at the nanoscale is essential for applications ranging from monitoring cellular thermodynamics to thermal management of microelectronic devices. Luminescent nanothermometers are promising candidates; however, their deployment is hindered by limited thermal sensitivity and cross-sensitivity to environmental factors that mimic temperature-induced luminescence changes. We introduce fluorescent chromatic nanoswitchers (CNSs), comprising silica nanocapsules incorporating a fluorescent dye within a thermoresponsive matrix. The matrix undergoes a solid-to-liquid phase transition, yielding an exceptional fluorescence lifetime sensitivity of 19% °C
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