Evidence map›Paper›PMID 41688420›Full record

ArticleNature communications2026

Heteroaryl derivatives for hole-transport layers improve thermal stability of perovskite solar cells.

Hiroyuki Kanda, Santa Mondal, Naoto Eguchi, Naoyuki Nishimura, Yoyo Hinuma, Kohei Yamamoto, Masaki Yumoto, Kenichi Tashiro, Hideyuki Takada, Aiko Narazaki and 2 more

Abstract read
In one paragraph

Article in Nature communications, 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

12 authors.

Hiroyuki KandaNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan. hiroyuki.kanda@aist.go.jp.ORCID http://orcid.org/0000-0002-0327-8775
Santa MondalNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.
Naoto EguchiNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0003-3076-8101
Naoyuki NishimuraNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0003-3095-8503
Yoyo HinumaNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0003-2272-1178
Kohei YamamotoNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0002-0503-4432
Masaki YumotoNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0009-0009-7128-7313
Kenichi TashiroNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.
Hideyuki TakadaNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0002-5074-5815
Aiko NarazakiNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0003-2053-0511
Takashi KoidaNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0001-8496-9166
Takurou N MurakamiNational Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, Japan.ORCID http://orcid.org/0000-0002-2066-3982

Funding

New Energy and Industrial Technology Development Organization (NEDO) JPNP21016
6 · The paper itself

Abstract

The thermal stability of perovskite solar cells (PSCs) remains a critical challenge for their integration into power grid applications. Here, we report the thermally stable PSCs by employing heteroaryl additives in the Spiro-OMeTAD. These additives effectively control void formation in the hole-transport layer and minimize reactivity with the perovskite layer, significantly improving the thermal stability of PSCs at 85 °C. As a result, PSCs with 3-phenylpyridine and 2-phenylpyridine maintained 101% and 104% of their initial photoconversion efficiency after 2400 hours of 85 °C test, respectively. As an added benefit, photovoltaic performance achieved a photoconversion efficiency of 25%. Also, the outdoor test shows 90% of the initial power point voltage after 1570 hours with maximum-power point tracking, showing remarkable light and cycle stability. We revealed the mechanism of how the additive can improve the thermal stability of PSCs by comparing 36 heteroaryl derivatives and 60 additive combinations.

Identifiers

PMID41688420
PMCPMC12909905

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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.