Evidence map›Paper›PMID 41639081›Full record

ArticleNature communications2026

Molecular clustering unlocks high-performance hydrovoltaics across temperatures from -35 °C to 80 °C.

Nan He, Bingsen Wang, Xisheng Sun, Qianwen Gao, Xinyi Xu, Yongfang Yang, Fagui Dong, Jie Miao, Haonan Wang, Dawei Tang and 1 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. 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. Review
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

11 authors.

Nan HeKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Bingsen WangKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Xisheng SunKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Qianwen GaoKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Xinyi XuKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Yongfang YangKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Fagui DongKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Jie MiaoKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Haonan WangKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Dawei TangKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China.
Lin LiKey Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education, School of Energy and Power Engineering, Dalian University of Technology, Dalian, P. R. China. lilinnd@dlut.edu.cn.ORCID http://orcid.org/0000-0003-3458-1045

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52306072National Natural Science Foundation of China (National Science Foundation of China) 52376048National Natural Science Foundation of China (National Science Foundation of China) 52522603
6 · The paper itself

Abstract

Hydrovoltaic technologies face challenges of low conversion efficiency and narrow operational temperature ranges, limiting their practical applications in extreme environments. Here, we propose a molecular clustering strategy that leverages organic molecules to interact with organic salt anions, forming stable composite clusters. These clusters enhance water's phase change energy barrier and thermal stability while mitigating electrostatic shielding effects, effectively overcoming ion transport bottlenecks across a wide temperature range. The hydrogel achieves an operational temperature range from -35 °C to 80 °C and increases power density by an order of magnitude compared to existing technologies. Furthermore, the hydrogel demonstrates exceptional thermal and mechanical stability, maintaining stretchability above 1000% and stable performance under harsh conditions such as freezing and high heat. These advancements enable hydrovoltaic systems to operate reliably in flexible electronics, environmental monitoring, and self-powered devices across extreme environments, providing sustainable energy solutions for diverse and demanding scenarios.

Identifiers

PMID41639081
PMCPMC12876912

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.