Evidence map›Paper›PMID 42584307›Full record

ReviewNanomaterials (Basel, Switzerland)2026

Quantum Dot Strategies Toward Performance Improvement of Perovskite Solar Cells.

Weixuan Liu, Chuangping Liu, Yu Ouyang, Qinghua Cao, Uliana Goga, Xiaoli Zhang, Smirnov Aliaksandr, Hui Liu

Abstract readReview
In one paragraph

Review in Nanomaterials (Basel, Switzerland), 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

8 authors.

Weixuan LiuSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.
Chuangping LiuSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.
Yu OuyangSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.
Qinghua CaoSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.
Uliana GogaDepartment of Micro- and Nanoelectronics, Belarusian State University of Informatics and Radioelectronics (BSUIR), 220013 Minsk, Belarus.ORCID 0009-0008-9453-1166
Xiaoli ZhangSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.ORCID 0000-0002-3603-0653
Smirnov AliaksandrDepartment of Micro- and Nanoelectronics, Belarusian State University of Informatics and Radioelectronics (BSUIR), 220013 Minsk, Belarus.ORCID 0000-0002-6727-5442
Hui LiuSchool of Physics and Opto-Electronic Engineering, Guangdong Provincial Key Laboratory of Sensing Physics and System Integration Applications, Guangdong University of Technology, Guangzhou 510006, China.

Funding

2025 Shanwei Talent Revitalization Plan for New Generation Electronic Information Industry 250421168940208Guangdong Basic and Applied Basic Research Foundation 2025A1515010515Guangdong University of Technology SPOE Seed Foundation SF2024111507National Natural Science Foundation of China W2521086
6 · The paper itself

Abstract

Perovskite solar cells (PSCs) have reached certified efficiencies exceeding 26%, yet the gap to the Shockley-Queisser limit and insufficient operational stability remain key obstacles to commercialization. Quantum dots (QDs) offer a versatile platform to address both challenges through their size-tunable bandgaps, high photoluminescence yields, and solution processability. This review systematically examines four QD integration strategies in PSCs: transport layer modification, active layer doping, UV conversion layers, and tandem sub-cells. The underlying mechanisms-including defect passivation, energy-level engineering, crystallization control, and ion migration suppression-are critically compared across these approaches. Despite significant advances, challenges persist, including the ligand-charge transport trade-off, the environmental toxicity of Pb/Cd-containing QDs, poor reproducibility, and the absence of standardized stability testing protocols. By providing a mechanism-oriented assessment across all device components, this review offers a clear framework for selecting appropriate QD strategies and identifies priority research directions. The perspective of QD strategies in this review provides a useful and significant reference for approaching the theoretical PCE limits of single-junction PSCs by reducing non-radiative recombination and improving light utilization, while QD-based tandem architectures offer a viable route toward surpassing the single-junction Shockley-Queisser limit.

Indexed as

active layerscarrier transport layersperovskite solar cellsquantum dots strategiesUV conversion layers

Identifiers

PMID42584307
PMCPMC13468003

What OpenQuestion holds

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Registered trials

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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.