ArticleScience advances2026
Morphological and chemical changes in Cd-free colloidal QD-LEDs during operation.
Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
16 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Heavy-metal-free quantum-dot light-emitting devices (QD-LEDs) demonstrate high brightness, saturated color, and high efficiency, yet their operational lifetimes remain limited, with the underlying degradation mechanisms not fully understood. Here, we show that InP/ZnSe/ZnS (red-emitting) and ZnTeSe/ZnSe/ZnS (blue-emitting) colloidal QD-LEDs undergo nanoscale morphological changes during operation. Interparticle coarsening and layer thinning are observed in the core functional layers, accompanied by the generation and diffusion of compositional-oxygen and hydrogen across the device, with oxygen accumulating at the Al electrode/ZnMgO electron-transport layer (ETL) interface. In situ transmission electron microscopy reveals that electron beam exposure, in presence of atomic hydrogen species, accelerates ZnMgO nanoparticles coarsening. To mitigate these degradation pathways, we show that acrylate-based resin encapsulation can stabilize the ETL, HTL, and QD layers by suppressing atomic species formation and halting morphology changes. This approach achieves over 50-fold and 5000-fold lifetime improvement in InP/ZnSe/ZnS and ZnTeSe/ZnSe/ZnS QD-LEDs, respectively. Our findings establish the causal relationships between morphological degradation, interlayer dynamics, and QD-LED instability, providing insight into the acrylate encapsulation treatment that enables efficient and long-lived QD-LEDs.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.