Evidence map›Paper›PMID 42430467›Full record

ArticleScience advances2026

Morphological and chemical changes in Cd-free colloidal QD-LEDs during operation.

Ruiqi Zhang, Jamie Geng, Shaun Tan, Mike Dillender, Shreyas Srinivasan, Taehyung Kim, Mayuran Saravanapavanantham, Kwang-Hee Kim, Heejae Chung, Sujin Park and 6 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Ruiqi ZhangDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0003-3901-8737
Jamie GengDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0009-0003-8707-6533
Shaun TanDepartment of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-0444-6777
Mike DillenderDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0009-0005-6566-2368
Shreyas SrinivasanDepartment of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0001-7887-9893
Taehyung KimSamsung Advanced Institute of Technology, Samsung Electronics, Suwon, Republic of Korea.ORCID 0000-0002-7367-4941
Mayuran SaravanapavananthamDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-4675-4233
Kwang-Hee KimSamsung Advanced Institute of Technology, Samsung Electronics, Suwon, Republic of Korea.ORCID 0000-0003-3180-6544
Heejae ChungResearch Laboratory of Electronics (RLE), Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Sujin ParkSamsung Advanced Institute of Technology, Samsung Electronics, Suwon, Republic of Korea.ORCID 0000-0002-5109-9739
Thienan NguyenDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Karen YangDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Yongli LuDepartment of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-7113-4124
Tae-Gon KimSamsung Advanced Institute of Technology, Samsung Electronics, Suwon, Republic of Korea.ORCID 0009-0000-5183-5655
Moungi G BawendiDepartment of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0003-2220-4365
Vladimir BulovićDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-0960-2580

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

PMID42430467
PMCPMC13353410

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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.