Evidence map›Paper›PMID 41556488›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

In Situ Growth of 2D Perovskite Nanocrystals to Induce β-Phase of PVDF for Piezoelectric Nanogenerators with Ultra-High Output Voltage.

Yang Yang, Jordan Cosgrove, Minh Tam Hoang, Mahesh Yashavant Chougale, Parth Pandit, Wei-Hsun Chiu, Wenzhong Ji, Teng Lu, Ajay K Pandey, Yun Liu and 2 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

12 authors.

Yang YangSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Jordan CosgroveSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Minh Tam HoangSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Mahesh Yashavant ChougaleSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Parth PanditSchool of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, Queensland, Australia.
Wei-Hsun ChiuSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Wenzhong JiResearch School of Chemistry, The Australian National University, Canberra, Australian Capital Territory, Australia.
Teng LuResearch School of Chemistry, The Australian National University, Canberra, Australian Capital Territory, Australia.
Ajay K PandeySchool of Electrical Engineering and Robotics, Queensland University of Technology, Brisbane, Queensland, Australia.
Yun LiuResearch School of Chemistry, The Australian National University, Canberra, Australian Capital Territory, Australia.
Deepak DubalSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.
Hongxia WangSchool of Chemistry and Physics, Faculty of Science, Queensland University of Technology, Brisbane, Queensland, Australia.ORCID https://orcid.org/0000-0003-0146-5259

Funding

Australian Research Council LE220100034Australian Research Council Discovery Project DP210102580Australian Research Council Linkage Infrastructure, Equipment and Facilities Program LE220100034
6 · The paper itself

Abstract

3D perovskite nanocrystals have emerged as promising fillers incorporated into PVDF films for flexible piezoelectric nanogenerators (PENGs). Nevertheless, their stability issues, such as moisture sensitivity and thermal degradation, cause reduced long-term reliability and durability of perovskite-based PENGs, hindering their practical application. Herein, we demonstrate the high-performance PENGs using in situ grown 2D perovskite (PEA

Indexed as

2D perovskite nanocrystalselectroactive phaseflexible piezoelectric nanogeneratorsIn situ growthultra‐high voltage

Identifiers

PMID41556488
PMCPMC12980463

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.