RESEARCH PAPER · Materials Science in Semiconductor Processing · 2026
A descriptor-oriented reporting framework for lanthanide-doped upconversion nanoparticle–semiconductor heterostructures in NIR-activated photocatalysis: Photophysics, interfaces, and ML-ready data
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