Evidence map›Paper›PMID 41942775›Full record

ArticleNature materials2026

Bulk nano-heterointerface secures molecular contacts in perovskite solar cells.

Yixin Luo, Jiahui Shen, Ke Zhao, Shenglong Chu, Yuan Tian, Lu Jin, Caner Değer, Bo-Jun Zhao, Xuechun Sun, Libing Yao and 20 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature materials, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

30 authors.

Yixin Luo *State Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0009-0008-6134-0486
Jiahui Shen *State Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Ke ZhaoState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Shenglong ChuDepartment of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.
Yuan TianState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Lu JinState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Caner DeğerDepartment of Physics, Marmara University, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-8472-1651
Bo-Jun ZhaoDepartment of Chemistry, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-2926-4371
Xuechun SunState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Libing YaoDepartment of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.
Xiaohe MiaoZhejiang Key Laboratory of Precise Synthesis of Functional Molecules, Instrumentation and Service Center for Molecular Sciences and Research Center for Industries of the Future, Westlake University, Hangzhou, China.ORCID http://orcid.org/0000-0001-5997-609X
Li ZhangDepartment of Chemistry, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-2905-8260
Qingqing LiuDepartment of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.
Seung-Gu ChoiDepartment of Nano Engineering, Department of Nano Science and Technology, SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon, Republic of Korea.ORCID http://orcid.org/0009-0007-8146-7284
Qinggui LiState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Runda LiState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Hengyu ZhangState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0009-0007-7894-019X
Haimeng XinState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Jiazhe XuState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Jingjing ZhouDepartment of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.ORCID http://orcid.org/0009-0003-5690-0374
Donger JinState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.
Rui WangDepartment of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.ORCID http://orcid.org/0000-0003-2185-0752
Jin-Wook LeeDepartment of Energy Systems Engineering, College of Engineering, Seoul National University, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0002-0170-8620
Ruzhang LiuSchool of Chemistry and Materials, Yangzhou University, Yangzhou, China.ORCID http://orcid.org/0000-0002-9569-2622
Ilhan YavuzDepartment of Physics, Marmara University, Istanbul, Turkey.ORCID http://orcid.org/0000-0002-3268-6268
Hong-Fei WangDepartment of Chemistry, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0001-8238-1641
Hyo Jae YoonDepartment of Chemistry, Korea University, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0002-2501-0251
Zhenyi NiState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-8379-9182
Deren YangState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-1745-2105
Jingjing XueState Key Laboratory of Silicon and Advanced Semiconductor Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China. jjxue@zju.edu.cn.ORCID http://orcid.org/0000-0002-7861-8367

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of molecule-based selective contacts has boosted the power conversion efficiencies of inverted perovskite solar cells. However, these molecular films, often assembled as monolayer or multiple layers on the substrate, are prone to molecular desorption and structural deformation, limiting the long-term stability of devices. This instability, in essence, originates from the weak contacting structure between the transparent conductive oxide and molecular layer, with a limited interface offering insufficient adhering forces to immobilize the molecules. A general architectural strategy that circumvents this fundamental limitation without compromising electronic functionality is highly demanded, but remains underexplored. We now report a universal architecture of a bulk nano-heterointerface that reconstructed the molecule-based selective layer. The substantially increased chemical interface and strengthened binding force between the molecules and rationally designed nanoscale scaffolds greatly improved the device operational stability, achieving high efficiency. The strategy proved versatile, successfully applied to various molecular systems to enhance device performances, and remained effective in upscaled devices produced via scalable blade coating.

Identifiers

PMID41942775

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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.